id	sid	tid	token	lemma	pos
cana-3199	1	1	communications	communication	NOUN
cana-3199	1	2	on	on	ADP
cana-3199	1	3	applied	apply	VERB
cana-3199	1	4	nonlinear	nonlinear	ADJ
cana-3199	1	5	analysis	analysis	NOUN
cana-3199	1	6	issn	issn	NOUN
cana-3199	1	7	:	:	PUNCT
cana-3199	1	8	1074	1074	NUM
cana-3199	1	9	-	-	PUNCT
cana-3199	1	10	133x	133x	NUM
cana-3199	1	11	vol	vol	NOUN
cana-3199	1	12	32	32	NUM
cana-3199	1	13	no	no	NOUN
cana-3199	1	14	.	.	PUNCT
cana-3199	2	1	5s	5s	NUM
cana-3199	2	2	(	(	PUNCT
cana-3199	2	3	2025	2025	NUM
cana-3199	2	4	)	)	PUNCT
cana-3199	2	5	595	595	NUM
cana-3199	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	2	7	leveraging	leverage	VERB
cana-3199	2	8	remote	remote	ADJ
cana-3199	2	9	sensing	sensing	NOUN
cana-3199	2	10	and	and	CCONJ
cana-3199	2	11	ai	ai	VERB
cana-3199	2	12	for	for	ADP
cana-3199	2	13	smart	smart	ADJ
cana-3199	2	14	crop	crop	NOUN
cana-3199	2	15	monitoring	monitoring	NOUN
cana-3199	2	16	and	and	CCONJ
cana-3199	2	17	management	management	NOUN
cana-3199	2	18	priya.r	priya.r	PROPN
cana-3199	2	19	l1	l1	PROPN
cana-3199	2	20	,	,	PUNCT
cana-3199	2	21	sharmila	sharmila	PROPN
cana-3199	2	22	sengupta2	sengupta2	PROPN
cana-3199	2	23	,	,	PUNCT
cana-3199	2	24	abirami	abirami	NOUN
cana-3199	2	25	a3	a3	PROPN
cana-3199	2	26	,	,	PUNCT
cana-3199	2	27	richard	richard	PROPN
cana-3199	2	28	joseph4	joseph4	PROPN
cana-3199	3	1	1dept	1dept	NUM
cana-3199	3	2	.	.	NOUN
cana-3199	3	3	of	of	ADP
cana-3199	3	4	computer	computer	NOUN
cana-3199	3	5	engineering	engineering	NOUN
cana-3199	3	6	vesit	vesit	NOUN
cana-3199	3	7	,	,	PUNCT
cana-3199	3	8	mumbai	mumbai	PROPN
cana-3199	3	9	,	,	PUNCT
cana-3199	3	10	india	india	PROPN
cana-3199	3	11	priya.rl@ves.ac.in	priya.rl@ves.ac.in	NUM
cana-3199	3	12	2dept	2dept	NUM
cana-3199	3	13	.	.	PUNCT
cana-3199	3	14	of	of	ADP
cana-3199	3	15	computer	computer	NOUN
cana-3199	3	16	engineering	engineering	NOUN
cana-3199	3	17	vesit	vesit	NOUN
cana-3199	3	18	,	,	PUNCT
cana-3199	3	19	mumbai	mumbai	PROPN
cana-3199	3	20	,	,	PUNCT
cana-3199	3	21	india	india	PROPN
cana-3199	3	22	sharmila.sengupta@ves.ac.in	sharmila.sengupta@ves.ac.in	PROPN
cana-3199	3	23	3dept	3dept	NUM
cana-3199	3	24	.	.	NOUN
cana-3199	3	25	of	of	ADP
cana-3199	3	26	information	information	NOUN
cana-3199	3	27	technology	technology	NOUN
cana-3199	3	28	,	,	PUNCT
cana-3199	3	29	bannari	bannari	PROPN
cana-3199	3	30	amman	amman	PROPN
cana-3199	3	31	institute	institute	PROPN
cana-3199	3	32	of	of	ADP
cana-3199	3	33	technology	technology	PROPN
cana-3199	3	34	tamilnadu	tamilnadu	PROPN
cana-3199	3	35	,	,	PUNCT
cana-3199	3	36	india	india	PROPN
cana-3199	3	37	abiramia@bitsathy.ac.in	abiramia@bitsathy.ac.in	PROPN
cana-3199	3	38	4dept	4dept	PROPN
cana-3199	3	39	.	.	PUNCT
cana-3199	3	40	of	of	ADP
cana-3199	3	41	computer	computer	NOUN
cana-3199	3	42	engineering	engineering	NOUN
cana-3199	3	43	vesit	vesit	NOUN
cana-3199	3	44	,	,	PUNCT
cana-3199	3	45	mumbai	mumbai	PROPN
cana-3199	3	46	,	,	PUNCT
cana-3199	3	47	india	india	PROPN
cana-3199	3	48	.richard.joseph@ves.ac.in	.richard.joseph@ves.ac.in	PUNCT
cana-3199	4	1	article	article	PROPN
cana-3199	4	2	history	history	NOUN
cana-3199	4	3	:	:	PUNCT
cana-3199	4	4	received	receive	VERB
cana-3199	4	5	:	:	PUNCT
cana-3199	4	6	15	15	NUM
cana-3199	4	7	-	-	SYM
cana-3199	4	8	10	10	NUM
cana-3199	4	9	-	-	PUNCT
cana-3199	4	10	2024	2024	NUM
cana-3199	4	11	revised	revise	VERB
cana-3199	4	12	:	:	PUNCT
cana-3199	4	13	26	26	NUM
cana-3199	4	14	-	-	SYM
cana-3199	4	15	11	11	NUM
cana-3199	4	16	-	-	PUNCT
cana-3199	4	17	2024	2024	NUM
cana-3199	4	18	accepted	accept	VERB
cana-3199	4	19	:	:	PUNCT
cana-3199	4	20	11	11	NUM
cana-3199	4	21	-	-	SYM
cana-3199	4	22	12	12	NUM
cana-3199	4	23	-	-	PUNCT
cana-3199	4	24	2024	2024	NUM
cana-3199	4	25	abstract	abstract	NOUN
cana-3199	4	26	:	:	PUNCT
cana-3199	4	27	”	"	PUNCT
cana-3199	4	28	data	data	NOUN
cana-3199	4	29	-	-	PUNCT
cana-3199	4	30	driven	drive	VERB
cana-3199	4	31	,	,	PUNCT
cana-3199	4	32	farmer	farmer	NOUN
cana-3199	4	33	-	-	ADJ
cana-3199	4	34	centric	centric	ADJ
cana-3199	4	35	solutions	solution	NOUN
cana-3199	4	36	are	be	AUX
cana-3199	4	37	critical	critical	ADJ
cana-3199	4	38	in	in	ADP
cana-3199	4	39	the	the	DET
cana-3199	4	40	dynamic	dynamic	ADJ
cana-3199	4	41	field	field	NOUN
cana-3199	4	42	of	of	ADP
cana-3199	4	43	agriculture	agriculture	NOUN
cana-3199	4	44	,	,	PUNCT
cana-3199	4	45	which	which	PRON
cana-3199	4	46	is	be	AUX
cana-3199	4	47	defined	define	VERB
cana-3199	4	48	by	by	ADP
cana-3199	4	49	constantly	constantly	ADV
cana-3199	4	50	shifting	shift	VERB
cana-3199	4	51	market	market	NOUN
cana-3199	4	52	needs	need	NOUN
cana-3199	4	53	and	and	CCONJ
cana-3199	4	54	environmental	environmental	ADJ
cana-3199	4	55	conditions	condition	NOUN
cana-3199	4	56	.	.	PUNCT
cana-3199	5	1	in	in	ADP
cana-3199	5	2	order	order	NOUN
cana-3199	5	3	to	to	PART
cana-3199	5	4	transform	transform	VERB
cana-3199	5	5	farming	farming	NOUN
cana-3199	5	6	methods	method	NOUN
cana-3199	5	7	through	through	ADP
cana-3199	5	8	the	the	DET
cana-3199	5	9	integration	integration	NOUN
cana-3199	5	10	of	of	ADP
cana-3199	5	11	cuttingedge	cuttingedge	NOUN
cana-3199	5	12	technologies	technology	NOUN
cana-3199	5	13	,	,	PUNCT
cana-3199	5	14	this	this	DET
cana-3199	5	15	article	article	NOUN
cana-3199	5	16	introduces	introduce	VERB
cana-3199	5	17	the	the	DET
cana-3199	5	18	comprehensive	comprehensive	ADJ
cana-3199	5	19	crop	crop	NOUN
cana-3199	5	20	planning	planning	NOUN
cana-3199	5	21	and	and	CCONJ
cana-3199	5	22	market	market	NOUN
cana-3199	5	23	information	information	NOUN
cana-3199	5	24	system	system	NOUN
cana-3199	5	25	.	.	PUNCT
cana-3199	6	1	the	the	DET
cana-3199	6	2	proposed	propose	VERB
cana-3199	6	3	system	system	NOUN
cana-3199	6	4	optimizes	optimize	VERB
cana-3199	6	5	crop	crop	NOUN
cana-3199	6	6	health	health	NOUN
cana-3199	6	7	by	by	ADP
cana-3199	6	8	facilitating	facilitate	VERB
cana-3199	6	9	disease	disease	NOUN
cana-3199	6	10	identification	identification	NOUN
cana-3199	6	11	and	and	CCONJ
cana-3199	6	12	providing	provide	VERB
cana-3199	6	13	customized	customized	ADJ
cana-3199	6	14	cures	cure	NOUN
cana-3199	6	15	through	through	ADP
cana-3199	6	16	the	the	DET
cana-3199	6	17	use	use	NOUN
cana-3199	6	18	of	of	ADP
cana-3199	6	19	remote	remote	ADJ
cana-3199	6	20	sensing	sensing	NOUN
cana-3199	6	21	and	and	CCONJ
cana-3199	6	22	ai	ai	ADJ
cana-3199	6	23	techniques	technique	NOUN
cana-3199	6	24	.	.	PUNCT
cana-3199	7	1	moreover	moreover	ADV
cana-3199	7	2	,	,	PUNCT
cana-3199	7	3	it	it	PRON
cana-3199	7	4	makes	make	VERB
cana-3199	7	5	customized	customized	ADJ
cana-3199	7	6	crop	crop	NOUN
cana-3199	7	7	suggestions	suggestion	NOUN
cana-3199	7	8	that	that	PRON
cana-3199	7	9	are	be	AUX
cana-3199	7	10	in	in	ADP
cana-3199	7	11	line	line	NOUN
cana-3199	7	12	with	with	ADP
cana-3199	7	13	market	market	NOUN
cana-3199	7	14	trends	trend	NOUN
cana-3199	7	15	by	by	ADP
cana-3199	7	16	utilizing	utilize	VERB
cana-3199	7	17	soil	soil	NOUN
cana-3199	7	18	analysis	analysis	NOUN
cana-3199	7	19	and	and	CCONJ
cana-3199	7	20	meteorological	meteorological	ADJ
cana-3199	7	21	data	datum	NOUN
cana-3199	7	22	.	.	PUNCT
cana-3199	8	1	the	the	DET
cana-3199	8	2	system	system	NOUN
cana-3199	8	3	provides	provide	VERB
cana-3199	8	4	farmers	farmer	NOUN
cana-3199	8	5	with	with	ADP
cana-3199	8	6	up	up	ADP
cana-3199	8	7	-	-	PUNCT
cana-3199	8	8	to	to	ADP
cana-3199	8	9	-	-	PUNCT
cana-3199	8	10	date	date	NOUN
cana-3199	8	11	market	market	NOUN
cana-3199	8	12	information	information	NOUN
cana-3199	8	13	and	and	CCONJ
cana-3199	8	14	chances	chance	NOUN
cana-3199	8	15	for	for	ADP
cana-3199	8	16	agricultural	agricultural	ADJ
cana-3199	8	17	stock	stock	NOUN
cana-3199	8	18	launches	launch	NOUN
cana-3199	8	19	,	,	PUNCT
cana-3199	8	20	addressing	address	VERB
cana-3199	8	21	their	their	PRON
cana-3199	8	22	vital	vital	ADJ
cana-3199	8	23	need	need	NOUN
cana-3199	8	24	to	to	PART
cana-3199	8	25	be	be	AUX
cana-3199	8	26	informed	inform	VERB
cana-3199	8	27	about	about	ADP
cana-3199	8	28	market	market	NOUN
cana-3199	8	29	conditions	condition	NOUN
cana-3199	8	30	.	.	PUNCT
cana-3199	9	1	it	it	PRON
cana-3199	9	2	gives	give	VERB
cana-3199	9	3	crop	crop	NOUN
cana-3199	9	4	planning	planning	NOUN
cana-3199	9	5	abilities	ability	NOUN
cana-3199	9	6	,	,	PUNCT
cana-3199	9	7	utilizing	utilize	VERB
cana-3199	9	8	a	a	DET
cana-3199	9	9	choice	choice	NOUN
cana-3199	9	10	tree	tree	NOUN
cana-3199	9	11	set	set	NOUN
cana-3199	9	12	of	of	ADP
cana-3199	9	13	rules	rule	NOUN
cana-3199	9	14	.	.	PUNCT
cana-3199	10	1	farmers	farmer	NOUN
cana-3199	10	2	can	can	AUX
cana-3199	10	3	enter	enter	VERB
cana-3199	10	4	their	their	PRON
cana-3199	10	5	soil	soil	NOUN
cana-3199	10	6	parameters	parameter	NOUN
cana-3199	10	7	,	,	PUNCT
cana-3199	10	8	permitting	permit	VERB
cana-3199	10	9	the	the	DET
cana-3199	10	10	machine	machine	NOUN
cana-3199	10	11	to	to	PART
cana-3199	10	12	endorse	endorse	VERB
cana-3199	10	13	the	the	DET
cana-3199	10	14	most	most	ADV
cana-3199	10	15	suitable	suitable	ADJ
cana-3199	10	16	crops	crop	NOUN
cana-3199	10	17	for	for	ADP
cana-3199	10	18	cultivation	cultivation	NOUN
cana-3199	10	19	primarily	primarily	ADV
cana-3199	10	20	based	base	VERB
cana-3199	10	21	on	on	ADP
cana-3199	10	22	their	their	PRON
cana-3199	10	23	unique	unique	ADJ
cana-3199	10	24	situations	situation	NOUN
cana-3199	10	25	.	.	PUNCT
cana-3199	11	1	the	the	DET
cana-3199	11	2	proposed	propose	VERB
cana-3199	11	3	system	system	NOUN
cana-3199	11	4	also	also	ADV
cana-3199	11	5	offers	offer	VERB
cana-3199	11	6	disease	disease	NOUN
cana-3199	11	7	detection	detection	NOUN
cana-3199	11	8	functionality	functionality	NOUN
cana-3199	11	9	,	,	PUNCT
cana-3199	11	10	leveraging	leverage	VERB
cana-3199	11	11	efficient	efficient	ADJ
cana-3199	11	12	net	net	ADJ
cana-3199	11	13	b3	b3	PROPN
cana-3199	11	14	for	for	ADP
cana-3199	11	15	image	image	NOUN
cana-3199	11	16	processing	processing	NOUN
cana-3199	11	17	.	.	PUNCT
cana-3199	12	1	this	this	DET
cana-3199	12	2	function	function	NOUN
cana-3199	12	3	allows	allow	VERB
cana-3199	12	4	farmers	farmer	NOUN
cana-3199	12	5	to	to	PART
cana-3199	12	6	capture	capture	VERB
cana-3199	12	7	photographs	photograph	NOUN
cana-3199	12	8	of	of	ADP
cana-3199	12	9	their	their	PRON
cana-3199	12	10	plants	plant	NOUN
cana-3199	12	11	and	and	CCONJ
cana-3199	12	12	accurately	accurately	ADV
cana-3199	12	13	come	come	VERB
cana-3199	12	14	across	across	ADP
cana-3199	12	15	any	any	DET
cana-3199	12	16	diseases	disease	NOUN
cana-3199	12	17	present	present	ADJ
cana-3199	12	18	.	.	PUNCT
cana-3199	13	1	to	to	PART
cana-3199	13	2	enhance	enhance	VERB
cana-3199	13	3	accessibility	accessibility	NOUN
cana-3199	13	4	,	,	PUNCT
cana-3199	13	5	the	the	DET
cana-3199	13	6	proposed	propose	VERB
cana-3199	13	7	mobile	mobile	ADJ
cana-3199	13	8	application	application	NOUN
cana-3199	13	9	features	feature	VERB
cana-3199	13	10	a	a	DET
cana-3199	13	11	user	user	NOUN
cana-3199	13	12	-	-	PUNCT
cana-3199	13	13	friendly	friendly	ADJ
cana-3199	13	14	dashboard	dashboard	NOUN
cana-3199	13	15	supporting	support	VERB
cana-3199	13	16	multiple	multiple	ADJ
cana-3199	13	17	languages	language	NOUN
cana-3199	13	18	and	and	CCONJ
cana-3199	13	19	provides	provide	VERB
cana-3199	13	20	access	access	NOUN
cana-3199	13	21	to	to	ADP
cana-3199	13	22	agricultural	agricultural	ADJ
cana-3199	13	23	training	training	NOUN
cana-3199	13	24	and	and	CCONJ
cana-3199	13	25	educational	educational	ADJ
cana-3199	13	26	programs	program	NOUN
cana-3199	13	27	.	.	PUNCT
cana-3199	14	1	ultimately	ultimately	ADV
cana-3199	14	2	,	,	PUNCT
cana-3199	14	3	the	the	DET
cana-3199	14	4	system	system	NOUN
cana-3199	14	5	aims	aim	VERB
cana-3199	14	6	to	to	PART
cana-3199	14	7	empower	empower	VERB
cana-3199	14	8	farmers	farmer	NOUN
cana-3199	14	9	,	,	PUNCT
cana-3199	14	10	improve	improve	VERB
cana-3199	14	11	crop	crop	NOUN
cana-3199	14	12	yields	yield	NOUN
cana-3199	14	13	,	,	PUNCT
cana-3199	14	14	and	and	CCONJ
cana-3199	14	15	drive	drive	VERB
cana-3199	14	16	sustainable	sustainable	ADJ
cana-3199	14	17	agricultural	agricultural	ADJ
cana-3199	14	18	practices	practice	NOUN
cana-3199	14	19	in	in	ADP
cana-3199	14	20	an	an	DET
cana-3199	14	21	ever	ever	ADV
cana-3199	14	22	-	-	PUNCT
cana-3199	14	23	evolving	evolve	VERB
cana-3199	14	24	world	world	NOUN
cana-3199	14	25	.	.	PUNCT
cana-3199	14	26	”	"	PUNCT
cana-3199	15	1	keywords	keyword	NOUN
cana-3199	15	2	:	:	PUNCT
cana-3199	15	3	remote	remote	ADJ
cana-3199	15	4	sensing	sensing	NOUN
cana-3199	15	5	,	,	PUNCT
cana-3199	15	6	artificial	artificial	ADJ
cana-3199	15	7	intelligence	intelligence	NOUN
cana-3199	15	8	in	in	ADP
cana-3199	15	9	agriculture	agriculture	NOUN
cana-3199	15	10	,	,	PUNCT
cana-3199	15	11	all	all	PRON
cana-3199	15	12	-	-	PUNCT
cana-3199	15	13	in	in	ADP
cana-3199	15	14	-	-	PUNCT
cana-3199	15	15	one	one	NUM
cana-3199	15	16	solution	solution	NOUN
cana-3199	15	17	for	for	ADP
cana-3199	15	18	farmers	farmer	NOUN
cana-3199	15	19	1	1	NUM
cana-3199	15	20	.	.	PUNCT
cana-3199	16	1	introduction	introduction	NOUN
cana-3199	16	2	agriculture	agriculture	NOUN
cana-3199	16	3	stands	stand	VERB
cana-3199	16	4	as	as	ADP
cana-3199	16	5	the	the	DET
cana-3199	16	6	cornerstone	cornerstone	NOUN
cana-3199	16	7	of	of	ADP
cana-3199	16	8	human	human	ADJ
cana-3199	16	9	sustenance	sustenance	NOUN
cana-3199	16	10	,	,	PUNCT
cana-3199	16	11	providing	provide	VERB
cana-3199	16	12	livelihoods	livelihood	NOUN
cana-3199	16	13	and	and	CCONJ
cana-3199	16	14	economic	economic	ADJ
cana-3199	16	15	stability	stability	NOUN
cana-3199	16	16	across	across	ADP
cana-3199	16	17	the	the	DET
cana-3199	16	18	globe	globe	NOUN
cana-3199	16	19	.	.	PUNCT
cana-3199	17	1	however	however	ADV
cana-3199	17	2	,	,	PUNCT
cana-3199	17	3	in	in	ADP
cana-3199	17	4	regions	region	NOUN
cana-3199	17	5	like	like	ADP
cana-3199	17	6	maharashtra	maharashtra	PROPN
cana-3199	17	7	,	,	PUNCT
cana-3199	17	8	india	india	PROPN
cana-3199	17	9	,	,	PUNCT
cana-3199	17	10	where	where	SCONJ
cana-3199	17	11	agriculture	agriculture	NOUN
cana-3199	17	12	plays	play	VERB
cana-3199	17	13	a	a	DET
cana-3199	17	14	pivotal	pivotal	ADJ
cana-3199	17	15	role	role	NOUN
cana-3199	17	16	in	in	ADP
cana-3199	17	17	the	the	DET
cana-3199	17	18	livelihoods	livelihood	NOUN
cana-3199	17	19	of	of	ADP
cana-3199	17	20	millions	million	NOUN
cana-3199	17	21	,	,	PUNCT
cana-3199	17	22	the	the	DET
cana-3199	17	23	sector	sector	NOUN
cana-3199	17	24	grapples	grapple	VERB
cana-3199	17	25	with	with	ADP
cana-3199	17	26	significant	significant	ADJ
cana-3199	17	27	challenges	challenge	NOUN
cana-3199	17	28	.	.	PUNCT
cana-3199	18	1	the	the	DET
cana-3199	18	2	tomato	tomato	NOUN
cana-3199	18	3	crisis	crisis	NOUN
cana-3199	18	4	of	of	ADP
cana-3199	18	5	2023	2023	NUM
cana-3199	18	6	,	,	PUNCT
cana-3199	18	7	which	which	PRON
cana-3199	18	8	saw	see	VERB
cana-3199	18	9	prices	price	NOUN
cana-3199	18	10	soar	soar	VERB
cana-3199	18	11	to	to	ADP
cana-3199	18	12	unprecedented	unprecedented	ADJ
cana-3199	18	13	levels	level	NOUN
cana-3199	18	14	due	due	ADJ
cana-3199	18	15	to	to	PART
cana-3199	18	16	yield	yield	VERB
cana-3199	18	17	losses	loss	NOUN
cana-3199	18	18	from	from	ADP
cana-3199	18	19	unanticipated	unanticipated	ADJ
cana-3199	18	20	rainfall	rainfall	NOUN
cana-3199	18	21	,	,	PUNCT
cana-3199	18	22	underscored	underscore	VERB
cana-3199	18	23	the	the	DET
cana-3199	18	24	vulnerability	vulnerability	NOUN
cana-3199	18	25	of	of	ADP
cana-3199	18	26	traditional	traditional	ADJ
cana-3199	18	27	farming	farming	NOUN
cana-3199	18	28	practices	practice	NOUN
cana-3199	18	29	in	in	ADP
cana-3199	18	30	the	the	DET
cana-3199	18	31	face	face	NOUN
cana-3199	18	32	of	of	ADP
cana-3199	18	33	unpredictable	unpredictable	ADJ
cana-3199	18	34	weather	weather	NOUN
cana-3199	18	35	patterns	pattern	NOUN
cana-3199	18	36	and	and	CCONJ
cana-3199	18	37	market	market	NOUN
cana-3199	18	38	fluctuations	fluctuation	NOUN
cana-3199	18	39	[	[	X
cana-3199	18	40	1	1	NUM
cana-3199	18	41	]	]	PUNCT
cana-3199	18	42	.	.	PUNCT
cana-3199	19	1	such	such	ADJ
cana-3199	19	2	challenges	challenge	NOUN
cana-3199	19	3	necessitate	necessitate	ADJ
cana-3199	19	4	innovative	innovative	ADJ
cana-3199	19	5	solutions	solution	NOUN
cana-3199	19	6	that	that	PRON
cana-3199	19	7	enhance	enhance	VERB
cana-3199	19	8	resilience	resilience	NOUN
cana-3199	19	9	and	and	CCONJ
cana-3199	19	10	sustainability	sustainability	NOUN
cana-3199	19	11	in	in	ADP
cana-3199	19	12	agriculture	agriculture	NOUN
cana-3199	19	13	.	.	PUNCT
cana-3199	20	1	despite	despite	SCONJ
cana-3199	20	2	strides	stride	NOUN
cana-3199	20	3	in	in	ADP
cana-3199	20	4	agricultural	agricultural	ADJ
cana-3199	20	5	technology	technology	NOUN
cana-3199	20	6	,	,	PUNCT
cana-3199	20	7	existing	exist	VERB
cana-3199	20	8	systems	system	NOUN
cana-3199	20	9	often	often	ADV
cana-3199	20	10	fall	fall	VERB
cana-3199	20	11	short	short	ADJ
cana-3199	20	12	in	in	ADP
cana-3199	20	13	addressing	address	VERB
cana-3199	20	14	the	the	DET
cana-3199	20	15	multifaceted	multifaceted	ADJ
cana-3199	20	16	challenges	challenge	NOUN
cana-3199	20	17	faced	face	VERB
cana-3199	20	18	by	by	ADP
cana-3199	20	19	farmers	farmer	NOUN
cana-3199	20	20	.	.	PUNCT
cana-3199	21	1	limitations	limitation	NOUN
cana-3199	21	2	abound	abound	VERB
cana-3199	21	3	,	,	PUNCT
cana-3199	21	4	ranging	range	VERB
cana-3199	21	5	from	from	ADP
cana-3199	21	6	fragmented	fragmented	ADJ
cana-3199	21	7	approaches	approach	NOUN
cana-3199	21	8	mailto:priya.rl@ves.ac.in	mailto:priya.rl@ves.ac.in	NOUN
cana-3199	21	9	mailto:priya.rl@ves.ac.in	mailto:priya.rl@ves.ac.in	AUX
cana-3199	21	10	mailto:abiramia@bitsathy.ac.in	mailto:abiramia@bitsathy.ac.in	VERB
cana-3199	21	11	communications	communication	NOUN
cana-3199	21	12	on	on	ADP
cana-3199	21	13	applied	apply	VERB
cana-3199	21	14	nonlinear	nonlinear	ADJ
cana-3199	21	15	analysis	analysis	NOUN
cana-3199	21	16	issn	issn	NOUN
cana-3199	21	17	:	:	PUNCT
cana-3199	21	18	1074	1074	NUM
cana-3199	21	19	-	-	PUNCT
cana-3199	21	20	133x	133x	NUM
cana-3199	21	21	vol	vol	NOUN
cana-3199	21	22	32	32	NUM
cana-3199	21	23	no	no	NOUN
cana-3199	21	24	.	.	PUNCT
cana-3199	22	1	5s	5s	NUM
cana-3199	22	2	(	(	PUNCT
cana-3199	22	3	2025	2025	NUM
cana-3199	22	4	)	)	PUNCT
cana-3199	22	5	596	596	NUM
cana-3199	22	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	22	7	in	in	ADP
cana-3199	22	8	agricultural	agricultural	ADJ
cana-3199	22	9	management	management	NOUN
cana-3199	22	10	systems	system	NOUN
cana-3199	22	11	to	to	ADP
cana-3199	22	12	inadequate	inadequate	ADJ
cana-3199	22	13	personalization	personalization	NOUN
cana-3199	22	14	of	of	ADP
cana-3199	22	15	solutions	solution	NOUN
cana-3199	22	16	for	for	ADP
cana-3199	22	17	individual	individual	ADJ
cana-3199	22	18	farm	farm	NOUN
cana-3199	22	19	conditions	condition	NOUN
cana-3199	22	20	.	.	PUNCT
cana-3199	23	1	furthermore	furthermore	ADV
cana-3199	23	2	,	,	PUNCT
cana-3199	23	3	the	the	DET
cana-3199	23	4	absence	absence	NOUN
cana-3199	23	5	of	of	ADP
cana-3199	23	6	real	real	ADJ
cana-3199	23	7	-	-	PUNCT
cana-3199	23	8	time	time	NOUN
cana-3199	23	9	support	support	NOUN
cana-3199	23	10	mechanisms	mechanism	NOUN
cana-3199	23	11	exacerbates	exacerbate	VERB
cana-3199	23	12	the	the	DET
cana-3199	23	13	difficulties	difficulty	NOUN
cana-3199	23	14	faced	face	VERB
cana-3199	23	15	by	by	ADP
cana-3199	23	16	farmers	farmer	NOUN
cana-3199	23	17	in	in	ADP
cana-3199	23	18	making	make	VERB
cana-3199	23	19	timely	timely	ADJ
cana-3199	23	20	decisions	decision	NOUN
cana-3199	23	21	.	.	PUNCT
cana-3199	24	1	recognizing	recognize	VERB
cana-3199	24	2	these	these	DET
cana-3199	24	3	gaps	gap	NOUN
cana-3199	24	4	,	,	PUNCT
cana-3199	24	5	there	there	PRON
cana-3199	24	6	is	be	VERB
cana-3199	24	7	a	a	DET
cana-3199	24	8	pressing	press	VERB
cana-3199	24	9	need	need	NOUN
cana-3199	24	10	for	for	ADP
cana-3199	24	11	holistic	holistic	ADJ
cana-3199	24	12	solutions	solution	NOUN
cana-3199	24	13	that	that	PRON
cana-3199	24	14	integrate	integrate	VERB
cana-3199	24	15	advanced	advanced	ADJ
cana-3199	24	16	technologies	technology	NOUN
cana-3199	24	17	to	to	PART
cana-3199	24	18	empower	empower	VERB
cana-3199	24	19	farmers	farmer	NOUN
cana-3199	24	20	with	with	ADP
cana-3199	24	21	actionable	actionable	ADJ
cana-3199	24	22	insights	insight	NOUN
cana-3199	24	23	and	and	CCONJ
cana-3199	24	24	support	support	NOUN
cana-3199	24	25	.	.	PUNCT
cana-3199	25	1	in	in	ADP
cana-3199	25	2	response	response	NOUN
cana-3199	25	3	to	to	ADP
cana-3199	25	4	these	these	DET
cana-3199	25	5	challenges	challenge	NOUN
cana-3199	25	6	,	,	PUNCT
cana-3199	25	7	the	the	DET
cana-3199	25	8	proposed	propose	VERB
cana-3199	25	9	system	system	NOUN
cana-3199	25	10	presents	present	VERB
cana-3199	25	11	a	a	DET
cana-3199	25	12	comprehensive	comprehensive	ADJ
cana-3199	25	13	crop	crop	NOUN
cana-3199	25	14	planning	planning	NOUN
cana-3199	25	15	and	and	CCONJ
cana-3199	25	16	market	market	NOUN
cana-3199	25	17	information	information	NOUN
cana-3199	25	18	system	system	NOUN
cana-3199	25	19	designed	design	VERB
cana-3199	25	20	to	to	PART
cana-3199	25	21	revolutionize	revolutionize	VERB
cana-3199	25	22	farming	farming	NOUN
cana-3199	25	23	practices	practice	NOUN
cana-3199	25	24	in	in	ADP
cana-3199	25	25	maharashtra	maharashtra	PROPN
cana-3199	25	26	.	.	PUNCT
cana-3199	26	1	leveraging	leverage	VERB
cana-3199	26	2	advancements	advancement	NOUN
cana-3199	26	3	in	in	ADP
cana-3199	26	4	remote	remote	ADJ
cana-3199	26	5	sensing	sensing	NOUN
cana-3199	26	6	and	and	CCONJ
cana-3199	26	7	artificial	artificial	ADJ
cana-3199	26	8	intelligence	intelligence	NOUN
cana-3199	26	9	.	.	PUNCT
cana-3199	27	1	the	the	DET
cana-3199	27	2	system	system	NOUN
cana-3199	27	3	also	also	ADV
cana-3199	27	4	provides	provide	VERB
cana-3199	27	5	a	a	DET
cana-3199	27	6	suite	suite	NOUN
cana-3199	27	7	of	of	ADP
cana-3199	27	8	features	feature	NOUN
cana-3199	27	9	aimed	aim	VERB
cana-3199	27	10	at	at	ADP
cana-3199	27	11	optimizing	optimize	VERB
cana-3199	27	12	crop	crop	NOUN
cana-3199	27	13	management	management	NOUN
cana-3199	27	14	,	,	PUNCT
cana-3199	27	15	enhancing	enhance	VERB
cana-3199	27	16	market	market	NOUN
cana-3199	27	17	intelligence	intelligence	NOUN
cana-3199	27	18	,	,	PUNCT
cana-3199	27	19	and	and	CCONJ
cana-3199	27	20	fostering	foster	VERB
cana-3199	27	21	sustainable	sustainable	ADJ
cana-3199	27	22	agricultural	agricultural	ADJ
cana-3199	27	23	practices	practice	NOUN
cana-3199	27	24	.	.	PUNCT
cana-3199	28	1	through	through	ADP
cana-3199	28	2	personalized	personalized	ADJ
cana-3199	28	3	crop	crop	NOUN
cana-3199	28	4	recommendations	recommendation	NOUN
cana-3199	28	5	,	,	PUNCT
cana-3199	28	6	real	real	ADJ
cana-3199	28	7	-	-	PUNCT
cana-3199	28	8	time	time	NOUN
cana-3199	28	9	disease	disease	NOUN
cana-3199	28	10	detection	detection	NOUN
cana-3199	28	11	and	and	CCONJ
cana-3199	28	12	transparent	transparent	ADJ
cana-3199	28	13	supply	supply	NOUN
cana-3199	28	14	chain	chain	NOUN
cana-3199	28	15	management	management	NOUN
cana-3199	28	16	.	.	PUNCT
cana-3199	29	1	it	it	PRON
cana-3199	29	2	aims	aim	VERB
cana-3199	29	3	to	to	PART
cana-3199	29	4	mitigate	mitigate	VERB
cana-3199	29	5	risks	risk	NOUN
cana-3199	29	6	,	,	PUNCT
cana-3199	29	7	optimize	optimize	VERB
cana-3199	29	8	resource	resource	NOUN
cana-3199	29	9	utilization	utilization	NOUN
cana-3199	29	10	,	,	PUNCT
cana-3199	29	11	and	and	CCONJ
cana-3199	29	12	empower	empower	NOUN
cana-3199	29	13	farmers	farmer	NOUN
cana-3199	29	14	to	to	PART
cana-3199	29	15	thrive	thrive	VERB
cana-3199	29	16	in	in	ADP
cana-3199	29	17	an	an	DET
cana-3199	29	18	ever	ever	ADV
cana-3199	29	19	changing	change	VERB
cana-3199	29	20	agricultural	agricultural	ADJ
cana-3199	29	21	landscape	landscape	NOUN
cana-3199	29	22	.	.	PUNCT
cana-3199	30	1	ii	ii	PROPN
cana-3199	30	2	.	.	PUNCT
cana-3199	31	1	overview	overview	NOUN
cana-3199	31	2	a.	a.	NOUN
cana-3199	31	3	motivation	motivation	NOUN
cana-3199	31	4	in	in	ADP
cana-3199	31	5	recent	recent	ADJ
cana-3199	31	6	years	year	NOUN
cana-3199	31	7	,	,	PUNCT
cana-3199	31	8	the	the	DET
cana-3199	31	9	agricultural	agricultural	ADJ
cana-3199	31	10	sector	sector	NOUN
cana-3199	31	11	in	in	ADP
cana-3199	31	12	maharashtra	maharashtra	PROPN
cana-3199	31	13	,	,	PUNCT
cana-3199	31	14	india	india	PROPN
cana-3199	31	15	,	,	PUNCT
cana-3199	31	16	has	have	AUX
cana-3199	31	17	faced	face	VERB
cana-3199	31	18	unprecedented	unprecedented	ADJ
cana-3199	31	19	challenges	challenge	NOUN
cana-3199	31	20	,	,	PUNCT
cana-3199	31	21	culminating	culminate	VERB
cana-3199	31	22	in	in	ADP
cana-3199	31	23	the	the	DET
cana-3199	31	24	tomato	tomato	NOUN
cana-3199	31	25	crisis	crisis	NOUN
cana-3199	31	26	of	of	ADP
cana-3199	31	27	2023	2023	NUM
cana-3199	31	28	.	.	PUNCT
cana-3199	32	1	the	the	DET
cana-3199	32	2	sudden	sudden	ADJ
cana-3199	32	3	spike	spike	NOUN
cana-3199	32	4	in	in	ADP
cana-3199	32	5	tomato	tomato	NOUN
cana-3199	32	6	prices	price	NOUN
cana-3199	32	7	,	,	PUNCT
cana-3199	32	8	reaching	reach	VERB
cana-3199	32	9	up	up	ADP
cana-3199	32	10	to	to	PART
cana-3199	32	11	five	five	NUM
cana-3199	32	12	times	time	NOUN
cana-3199	32	13	their	their	PRON
cana-3199	32	14	usual	usual	ADJ
cana-3199	32	15	rates	rate	NOUN
cana-3199	32	16	,	,	PUNCT
cana-3199	32	17	exposed	expose	VERB
cana-3199	32	18	the	the	DET
cana-3199	32	19	vulnerability	vulnerability	NOUN
cana-3199	32	20	of	of	ADP
cana-3199	32	21	farmers	farmer	NOUN
cana-3199	32	22	to	to	ADP
cana-3199	32	23	adverse	adverse	ADJ
cana-3199	32	24	weather	weather	NOUN
cana-3199	32	25	conditions	condition	NOUN
cana-3199	32	26	and	and	CCONJ
cana-3199	32	27	supply	supply	VERB
cana-3199	32	28	chain	chain	NOUN
cana-3199	32	29	disruptions	disruption	NOUN
cana-3199	32	30	.	.	PUNCT
cana-3199	33	1	devastating	devastating	ADJ
cana-3199	33	2	yield	yield	NOUN
cana-3199	33	3	losses	loss	NOUN
cana-3199	33	4	due	due	ADJ
cana-3199	33	5	to	to	ADP
cana-3199	33	6	unseasonal	unseasonal	ADJ
cana-3199	33	7	rainfall	rainfall	NOUN
cana-3199	33	8	further	far	ADV
cana-3199	33	9	exacerbated	exacerbate	VERB
cana-3199	33	10	the	the	DET
cana-3199	33	11	situation	situation	NOUN
cana-3199	33	12	,	,	PUNCT
cana-3199	33	13	underscoring	underscore	VERB
cana-3199	33	14	the	the	DET
cana-3199	33	15	urgent	urgent	ADJ
cana-3199	33	16	need	need	NOUN
cana-3199	33	17	for	for	SCONJ
cana-3199	33	18	innovative	innovative	ADJ
cana-3199	33	19	solutions	solution	NOUN
cana-3199	33	20	to	to	PART
cana-3199	33	21	enhance	enhance	VERB
cana-3199	33	22	resilience	resilience	NOUN
cana-3199	33	23	and	and	CCONJ
cana-3199	33	24	sustainability	sustainability	NOUN
cana-3199	33	25	in	in	ADP
cana-3199	33	26	agriculture	agriculture	NOUN
cana-3199	33	27	.	.	PUNCT
cana-3199	34	1	motivated	motivate	VERB
cana-3199	34	2	by	by	ADP
cana-3199	34	3	the	the	DET
cana-3199	34	4	plight	plight	NOUN
cana-3199	34	5	of	of	ADP
cana-3199	34	6	farmers	farmer	NOUN
cana-3199	34	7	and	and	CCONJ
cana-3199	34	8	the	the	DET
cana-3199	34	9	imperative	imperative	NOUN
cana-3199	34	10	to	to	PART
cana-3199	34	11	address	address	VERB
cana-3199	34	12	systemic	systemic	ADJ
cana-3199	34	13	vulnerabilities	vulnerability	NOUN
cana-3199	34	14	,	,	PUNCT
cana-3199	34	15	this	this	DET
cana-3199	34	16	research	research	NOUN
cana-3199	34	17	endeavors	endeavor	VERB
cana-3199	34	18	to	to	PART
cana-3199	34	19	leverage	leverage	VERB
cana-3199	34	20	advanced	advanced	ADJ
cana-3199	34	21	technologies	technology	NOUN
cana-3199	34	22	such	such	ADJ
cana-3199	34	23	as	as	ADP
cana-3199	34	24	remote	remote	ADJ
cana-3199	34	25	sensing	sensing	NOUN
cana-3199	34	26	,	,	PUNCT
cana-3199	34	27	artificial	artificial	ADJ
cana-3199	34	28	intelligence	intelligence	NOUN
cana-3199	34	29	,	,	PUNCT
cana-3199	34	30	and	and	CCONJ
cana-3199	34	31	app	app	ADJ
cana-3199	34	32	-	-	PUNCT
cana-3199	34	33	based	base	VERB
cana-3199	34	34	platforms	platform	NOUN
cana-3199	34	35	.	.	PUNCT
cana-3199	35	1	by	by	ADP
cana-3199	35	2	providing	provide	VERB
cana-3199	35	3	farmers	farmer	NOUN
cana-3199	35	4	with	with	ADP
cana-3199	35	5	comprehensive	comprehensive	ADJ
cana-3199	35	6	tools	tool	NOUN
cana-3199	35	7	for	for	ADP
cana-3199	35	8	crop	crop	NOUN
cana-3199	35	9	planning	planning	NOUN
cana-3199	35	10	,	,	PUNCT
cana-3199	35	11	production	production	NOUN
cana-3199	35	12	practices	practice	NOUN
cana-3199	35	13	,	,	PUNCT
cana-3199	35	14	and	and	CCONJ
cana-3199	35	15	market	market	NOUN
cana-3199	35	16	intelligence	intelligence	NOUN
cana-3199	35	17	,	,	PUNCT
cana-3199	35	18	our	our	PRON
cana-3199	35	19	project	project	NOUN
cana-3199	35	20	aims	aim	VERB
cana-3199	35	21	to	to	PART
cana-3199	35	22	mitigate	mitigate	VERB
cana-3199	35	23	risks	risk	NOUN
cana-3199	35	24	,	,	PUNCT
cana-3199	35	25	optimize	optimize	VERB
cana-3199	35	26	resource	resource	NOUN
cana-3199	35	27	utilization	utilization	NOUN
cana-3199	35	28	,	,	PUNCT
cana-3199	35	29	and	and	CCONJ
cana-3199	35	30	foster	foster	ADJ
cana-3199	35	31	longterm	longterm	NOUN
cana-3199	35	32	viability	viability	NOUN
cana-3199	35	33	in	in	ADP
cana-3199	35	34	the	the	DET
cana-3199	35	35	face	face	NOUN
cana-3199	35	36	of	of	ADP
cana-3199	35	37	evolving	evolve	VERB
cana-3199	35	38	challenges	challenge	NOUN
cana-3199	35	39	.	.	PUNCT
cana-3199	36	1	through	through	ADP
cana-3199	36	2	collaborative	collaborative	ADJ
cana-3199	36	3	efforts	effort	NOUN
cana-3199	36	4	and	and	CCONJ
cana-3199	36	5	interdisciplinary	interdisciplinary	ADJ
cana-3199	36	6	approaches	approach	NOUN
cana-3199	36	7	,	,	PUNCT
cana-3199	36	8	we	we	PRON
cana-3199	36	9	aspire	aspire	VERB
cana-3199	36	10	to	to	PART
cana-3199	36	11	catalyze	catalyze	VERB
cana-3199	36	12	positive	positive	ADJ
cana-3199	36	13	change	change	NOUN
cana-3199	36	14	and	and	CCONJ
cana-3199	36	15	empower	empower	VERB
cana-3199	36	16	agricultural	agricultural	ADJ
cana-3199	36	17	communities	community	NOUN
cana-3199	36	18	to	to	PART
cana-3199	36	19	thrive	thrive	VERB
cana-3199	36	20	in	in	ADP
cana-3199	36	21	an	an	DET
cana-3199	36	22	ever	ever	ADV
cana-3199	36	23	-	-	PUNCT
cana-3199	36	24	changing	change	VERB
cana-3199	36	25	landscape	landscape	NOUN
cana-3199	36	26	.	.	PUNCT
cana-3199	37	1	b.	b.	PROPN
cana-3199	37	2	problem	problem	PROPN
cana-3199	37	3	statement	statement	NOUN
cana-3199	37	4	in	in	ADP
cana-3199	37	5	maharashtra	maharashtra	PROPN
cana-3199	37	6	,	,	PUNCT
cana-3199	37	7	india	india	PROPN
cana-3199	37	8	,	,	PUNCT
cana-3199	37	9	where	where	SCONJ
cana-3199	37	10	agriculture	agriculture	NOUN
cana-3199	37	11	plays	play	VERB
cana-3199	37	12	a	a	DET
cana-3199	37	13	pivotal	pivotal	ADJ
cana-3199	37	14	role	role	NOUN
cana-3199	37	15	in	in	ADP
cana-3199	37	16	livelihoods	livelihood	NOUN
cana-3199	37	17	and	and	CCONJ
cana-3199	37	18	the	the	DET
cana-3199	37	19	economy	economy	NOUN
cana-3199	38	1	,	,	PUNCT
cana-3199	38	2	farmers	farmer	NOUN
cana-3199	38	3	face	face	VERB
cana-3199	38	4	significant	significant	ADJ
cana-3199	38	5	challenges	challenge	NOUN
cana-3199	38	6	exacerbated	exacerbate	VERB
cana-3199	38	7	by	by	ADP
cana-3199	38	8	unpredictable	unpredictable	ADJ
cana-3199	38	9	weather	weather	NOUN
cana-3199	38	10	patterns	pattern	NOUN
cana-3199	38	11	and	and	CCONJ
cana-3199	38	12	market	market	NOUN
cana-3199	38	13	fluctuations	fluctuation	NOUN
cana-3199	38	14	.	.	PUNCT
cana-3199	39	1	the	the	DET
cana-3199	39	2	tomato	tomato	NOUN
cana-3199	39	3	crisis	crisis	NOUN
cana-3199	39	4	of	of	ADP
cana-3199	39	5	2023	2023	NUM
cana-3199	39	6	,	,	PUNCT
cana-3199	39	7	marked	mark	VERB
cana-3199	39	8	by	by	ADP
cana-3199	39	9	a	a	DET
cana-3199	39	10	sharp	sharp	ADJ
cana-3199	39	11	spike	spike	NOUN
cana-3199	39	12	in	in	ADP
cana-3199	39	13	prices	price	NOUN
cana-3199	39	14	due	due	ADJ
cana-3199	39	15	to	to	PART
cana-3199	39	16	yield	yield	VERB
cana-3199	39	17	losses	loss	NOUN
cana-3199	39	18	from	from	ADP
cana-3199	39	19	unanticipated	unanticipated	ADJ
cana-3199	39	20	rainfall	rainfall	NOUN
cana-3199	39	21	,	,	PUNCT
cana-3199	39	22	underscored	underscore	VERB
cana-3199	39	23	the	the	DET
cana-3199	39	24	vulnerability	vulnerability	NOUN
cana-3199	39	25	of	of	ADP
cana-3199	39	26	traditional	traditional	ADJ
cana-3199	39	27	farming	farming	NOUN
cana-3199	39	28	practices	practice	NOUN
cana-3199	39	29	and	and	CCONJ
cana-3199	39	30	highlighted	highlight	VERB
cana-3199	39	31	the	the	DET
cana-3199	39	32	urgent	urgent	ADJ
cana-3199	39	33	need	need	NOUN
cana-3199	39	34	for	for	ADP
cana-3199	39	35	innovative	innovative	ADJ
cana-3199	39	36	solutions	solution	NOUN
cana-3199	39	37	.	.	PUNCT
cana-3199	40	1	to	to	PART
cana-3199	40	2	address	address	VERB
cana-3199	40	3	these	these	DET
cana-3199	40	4	challenges	challenge	NOUN
cana-3199	40	5	comprehensively	comprehensively	ADV
cana-3199	40	6	,	,	PUNCT
cana-3199	40	7	this	this	DET
cana-3199	40	8	research	research	NOUN
cana-3199	40	9	endeavors	endeavor	VERB
cana-3199	40	10	to	to	PART
cana-3199	40	11	develop	develop	VERB
cana-3199	40	12	an	an	DET
cana-3199	40	13	integrated	integrate	VERB
cana-3199	40	14	agricultural	agricultural	ADJ
cana-3199	40	15	information	information	NOUN
cana-3199	40	16	system	system	NOUN
cana-3199	40	17	leveraging	leverage	VERB
cana-3199	40	18	advanced	advanced	ADJ
cana-3199	40	19	ai	ai	PROPN
cana-3199	40	20	technologies	technology	NOUN
cana-3199	40	21	.	.	PUNCT
cana-3199	41	1	this	this	DET
cana-3199	41	2	system	system	NOUN
cana-3199	41	3	will	will	AUX
cana-3199	41	4	encompass	encompass	VERB
cana-3199	41	5	a	a	DET
cana-3199	41	6	range	range	NOUN
cana-3199	41	7	of	of	ADP
cana-3199	41	8	functionalities	functionality	NOUN
cana-3199	41	9	,	,	PUNCT
cana-3199	41	10	including	include	VERB
cana-3199	41	11	a	a	DET
cana-3199	41	12	sophisticated	sophisticated	ADJ
cana-3199	41	13	disease	disease	NOUN
cana-3199	41	14	prediction	prediction	NOUN
cana-3199	41	15	module	module	NOUN
cana-3199	41	16	to	to	PART
cana-3199	41	17	detect	detect	VERB
cana-3199	41	18	and	and	CCONJ
cana-3199	41	19	diagnose	diagnose	NOUN
cana-3199	41	20	crop	crop	NOUN
cana-3199	41	21	ailments	ailment	NOUN
cana-3199	41	22	,	,	PUNCT
cana-3199	41	23	a	a	DET
cana-3199	41	24	recommendation	recommendation	NOUN
cana-3199	41	25	engine	engine	NOUN
cana-3199	41	26	utilizing	utilize	VERB
cana-3199	41	27	data	datum	NOUN
cana-3199	41	28	on	on	ADP
cana-3199	41	29	npk	npk	NOUN
cana-3199	41	30	values	value	NOUN
cana-3199	41	31	,	,	PUNCT
cana-3199	41	32	weather	weather	NOUN
cana-3199	41	33	forecasts	forecast	NOUN
cana-3199	41	34	,	,	PUNCT
cana-3199	41	35	and	and	CCONJ
cana-3199	41	36	market	market	NOUN
cana-3199	41	37	trends	trend	NOUN
cana-3199	41	38	to	to	PART
cana-3199	41	39	advise	advise	VERB
cana-3199	41	40	farmers	farmer	NOUN
cana-3199	41	41	on	on	ADP
cana-3199	41	42	optimal	optimal	ADJ
cana-3199	41	43	crop	crop	NOUN
cana-3199	41	44	choices	choice	NOUN
cana-3199	41	45	,	,	PUNCT
cana-3199	41	46	a	a	DET
cana-3199	41	47	business	business	NOUN
cana-3199	41	48	intelligence	intelligence	NOUN
cana-3199	41	49	marketplace	marketplace	NOUN
cana-3199	41	50	providing	provide	VERB
cana-3199	41	51	real	real	ADJ
cana-3199	41	52	-	-	PUNCT
cana-3199	41	53	time	time	NOUN
cana-3199	41	54	insights	insight	NOUN
cana-3199	41	55	into	into	ADP
cana-3199	41	56	market	market	NOUN
cana-3199	41	57	dynamics	dynamic	NOUN
cana-3199	41	58	,	,	PUNCT
cana-3199	41	59	access	access	NOUN
cana-3199	41	60	to	to	ADP
cana-3199	41	61	government	government	NOUN
cana-3199	41	62	schemes	scheme	NOUN
cana-3199	41	63	and	and	CCONJ
cana-3199	41	64	subsidies	subsidy	NOUN
cana-3199	41	65	tailored	tailor	VERB
cana-3199	41	66	to	to	ADP
cana-3199	41	67	farmers	farmer	NOUN
cana-3199	41	68	’	'	PUNCT
cana-3199	41	69	needs	need	NOUN
cana-3199	41	70	,	,	PUNCT
cana-3199	41	71	a	a	DET
cana-3199	41	72	platform	platform	NOUN
cana-3199	41	73	for	for	ADP
cana-3199	41	74	renting	rent	VERB
cana-3199	41	75	farming	farming	NOUN
cana-3199	41	76	equipment	equipment	NOUN
cana-3199	41	77	to	to	PART
cana-3199	41	78	enhance	enhance	VERB
cana-3199	41	79	operational	operational	ADJ
cana-3199	41	80	efficiency	efficiency	NOUN
cana-3199	41	81	,	,	PUNCT
cana-3199	41	82	and	and	CCONJ
cana-3199	41	83	streamlined	streamlined	ADJ
cana-3199	41	84	supply	supply	NOUN
cana-3199	41	85	chain	chain	NOUN
cana-3199	41	86	mechanisms	mechanism	NOUN
cana-3199	41	87	facilitating	facilitate	VERB
cana-3199	41	88	direct	direct	ADJ
cana-3199	41	89	interactions	interaction	NOUN
cana-3199	41	90	between	between	ADP
cana-3199	41	91	farmers	farmer	NOUN
cana-3199	41	92	and	and	CCONJ
cana-3199	41	93	consumers	consumer	NOUN
cana-3199	41	94	.	.	PUNCT
cana-3199	42	1	by	by	ADP
cana-3199	42	2	empowering	empower	VERB
cana-3199	42	3	farmers	farmer	NOUN
cana-3199	42	4	with	with	ADP
cana-3199	42	5	actionable	actionable	ADJ
cana-3199	42	6	insights	insight	NOUN
cana-3199	42	7	,	,	PUNCT
cana-3199	42	8	resources	resource	NOUN
cana-3199	42	9	,	,	PUNCT
cana-3199	42	10	and	and	CCONJ
cana-3199	42	11	support	support	NOUN
cana-3199	42	12	,	,	PUNCT
cana-3199	42	13	our	our	PRON
cana-3199	42	14	research	research	NOUN
cana-3199	42	15	aims	aim	VERB
cana-3199	42	16	communications	communication	NOUN
cana-3199	42	17	on	on	ADP
cana-3199	42	18	applied	apply	VERB
cana-3199	42	19	nonlinear	nonlinear	ADJ
cana-3199	42	20	analysis	analysis	NOUN
cana-3199	42	21	issn	issn	NOUN
cana-3199	42	22	:	:	PUNCT
cana-3199	42	23	1074	1074	NUM
cana-3199	42	24	-	-	PUNCT
cana-3199	42	25	133x	133x	NUM
cana-3199	42	26	vol	vol	NOUN
cana-3199	42	27	32	32	NUM
cana-3199	42	28	no	no	NOUN
cana-3199	42	29	.	.	PUNCT
cana-3199	43	1	5s	5s	NUM
cana-3199	43	2	(	(	PUNCT
cana-3199	43	3	2025	2025	NUM
cana-3199	43	4	)	)	PUNCT
cana-3199	43	5	597	597	NUM
cana-3199	43	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	44	1	to	to	PART
cana-3199	44	2	enhance	enhance	VERB
cana-3199	44	3	agricultural	agricultural	ADJ
cana-3199	44	4	resilience	resilience	NOUN
cana-3199	44	5	,	,	PUNCT
cana-3199	44	6	productivity	productivity	NOUN
cana-3199	44	7	,	,	PUNCT
cana-3199	44	8	and	and	CCONJ
cana-3199	44	9	sustainability	sustainability	NOUN
cana-3199	44	10	in	in	ADP
cana-3199	44	11	maharashtra	maharashtra	PROPN
cana-3199	44	12	,	,	PUNCT
cana-3199	44	13	ultimately	ultimately	ADV
cana-3199	44	14	fostering	foster	VERB
cana-3199	44	15	prosperity	prosperity	NOUN
cana-3199	44	16	and	and	CCONJ
cana-3199	44	17	growth	growth	NOUN
cana-3199	44	18	in	in	ADP
cana-3199	44	19	rural	rural	ADJ
cana-3199	44	20	communities	community	NOUN
cana-3199	44	21	.	.	PUNCT
cana-3199	45	1	c.	c.	NOUN
cana-3199	45	2	objectives	objective	VERB
cana-3199	45	3	1	1	NUM
cana-3199	45	4	)	)	PUNCT
cana-3199	45	5	develop	develop	VERB
cana-3199	45	6	a	a	DET
cana-3199	45	7	user	user	NOUN
cana-3199	45	8	-	-	PUNCT
cana-3199	45	9	friendly	friendly	ADJ
cana-3199	45	10	crop	crop	NOUN
cana-3199	45	11	planning	planning	NOUN
cana-3199	45	12	tool	tool	NOUN
cana-3199	45	13	using	use	VERB
cana-3199	45	14	ai	ai	VERB
cana-3199	45	15	to	to	PART
cana-3199	45	16	help	help	VERB
cana-3199	45	17	farmers	farmer	NOUN
cana-3199	45	18	choose	choose	VERB
cana-3199	45	19	the	the	DET
cana-3199	45	20	best	good	ADJ
cana-3199	45	21	tomato	tomato	NOUN
cana-3199	45	22	variety	variety	NOUN
cana-3199	45	23	and	and	CCONJ
cana-3199	45	24	optimize	optimize	VERB
cana-3199	45	25	planting	planting	NOUN
cana-3199	45	26	schedules	schedule	NOUN
cana-3199	45	27	.	.	PUNCT
cana-3199	46	1	2	2	X
cana-3199	46	2	)	)	PUNCT
cana-3199	46	3	use	use	VERB
cana-3199	46	4	data	datum	NOUN
cana-3199	46	5	on	on	ADP
cana-3199	46	6	soil	soil	NOUN
cana-3199	46	7	,	,	PUNCT
cana-3199	46	8	weather	weather	NOUN
cana-3199	46	9	,	,	PUNCT
cana-3199	46	10	market	market	NOUN
cana-3199	46	11	demand	demand	NOUN
cana-3199	46	12	,	,	PUNCT
cana-3199	46	13	and	and	CCONJ
cana-3199	46	14	population	population	NOUN
cana-3199	46	15	trends	trend	NOUN
cana-3199	46	16	to	to	PART
cana-3199	46	17	provide	provide	VERB
cana-3199	46	18	personalized	personalized	ADJ
cana-3199	46	19	recommendations	recommendation	NOUN
cana-3199	46	20	for	for	ADP
cana-3199	46	21	tomato	tomato	NOUN
cana-3199	46	22	cultivation	cultivation	NOUN
cana-3199	46	23	.	.	PUNCT
cana-3199	47	1	3	3	X
cana-3199	47	2	)	)	PUNCT
cana-3199	47	3	integrate	integrate	VERB
cana-3199	47	4	an	an	DET
cana-3199	47	5	ai	ai	NOUN
cana-3199	47	6	-	-	PUNCT
cana-3199	47	7	powered	power	VERB
cana-3199	47	8	disease	disease	NOUN
cana-3199	47	9	prediction	prediction	NOUN
cana-3199	47	10	module	module	NOUN
cana-3199	47	11	to	to	PART
cana-3199	47	12	identify	identify	VERB
cana-3199	47	13	and	and	CCONJ
cana-3199	47	14	diagnose	diagnose	VERB
cana-3199	47	15	tomato	tomato	NOUN
cana-3199	47	16	crop	crop	NOUN
cana-3199	47	17	diseases	disease	NOUN
cana-3199	47	18	accurately	accurately	ADV
cana-3199	47	19	.	.	PUNCT
cana-3199	48	1	4	4	X
cana-3199	48	2	)	)	PUNCT
cana-3199	48	3	establish	establish	VERB
cana-3199	48	4	a	a	DET
cana-3199	48	5	marketplace	marketplace	NOUN
cana-3199	48	6	platform	platform	NOUN
cana-3199	48	7	for	for	SCONJ
cana-3199	48	8	farmers	farmer	NOUN
cana-3199	48	9	to	to	PART
cana-3199	48	10	access	access	VERB
cana-3199	48	11	equipment	equipment	NOUN
cana-3199	48	12	rentals	rental	NOUN
cana-3199	48	13	,	,	PUNCT
cana-3199	48	14	sell	sell	VERB
cana-3199	48	15	their	their	PRON
cana-3199	48	16	products	product	NOUN
cana-3199	48	17	,	,	PUNCT
cana-3199	48	18	and	and	CCONJ
cana-3199	48	19	stay	stay	VERB
cana-3199	48	20	informed	informed	ADJ
cana-3199	48	21	about	about	ADP
cana-3199	48	22	market	market	NOUN
cana-3199	48	23	trends	trend	NOUN
cana-3199	48	24	and	and	CCONJ
cana-3199	48	25	prices	price	NOUN
cana-3199	48	26	.	.	PUNCT
cana-3199	49	1	5	5	X
cana-3199	49	2	)	)	PUNCT
cana-3199	49	3	establish	establish	VERB
cana-3199	49	4	a	a	DET
cana-3199	49	5	one	one	NUM
cana-3199	49	6	-	-	PUNCT
cana-3199	49	7	stop	stop	NOUN
cana-3199	49	8	solution	solution	NOUN
cana-3199	49	9	platform	platform	NOUN
cana-3199	49	10	for	for	ADP
cana-3199	49	11	farmers	farmer	NOUN
cana-3199	49	12	,	,	PUNCT
cana-3199	49	13	integrating	integrate	VERB
cana-3199	49	14	all	all	DET
cana-3199	49	15	stages	stage	NOUN
cana-3199	49	16	from	from	ADP
cana-3199	49	17	crop	crop	NOUN
cana-3199	49	18	planning	planning	NOUN
cana-3199	49	19	to	to	ADP
cana-3199	49	20	selling	sell	VERB
cana-3199	49	21	,	,	PUNCT
cana-3199	49	22	with	with	SCONJ
cana-3199	49	23	new	new	ADJ
cana-3199	49	24	ai	ai	PROPN
cana-3199	49	25	techniques	technique	NOUN
cana-3199	49	26	to	to	PART
cana-3199	49	27	enhance	enhance	VERB
cana-3199	49	28	efficiency	efficiency	NOUN
cana-3199	49	29	and	and	CCONJ
cana-3199	49	30	profitability	profitability	NOUN
cana-3199	49	31	.	.	PUNCT
cana-3199	50	1	iii	iii	X
cana-3199	50	2	.	.	NOUN
cana-3199	50	3	related	relate	VERB
cana-3199	50	4	articles	article	NOUN
cana-3199	50	5	based	base	VERB
cana-3199	50	6	on	on	ADP
cana-3199	50	7	an	an	DET
cana-3199	50	8	exhaustive	exhaustive	ADJ
cana-3199	50	9	examination	examination	NOUN
cana-3199	50	10	of	of	ADP
cana-3199	50	11	relevant	relevant	ADJ
cana-3199	50	12	research	research	NOUN
cana-3199	50	13	and	and	CCONJ
cana-3199	50	14	literature	literature	NOUN
cana-3199	50	15	,	,	PUNCT
cana-3199	50	16	we	we	PRON
cana-3199	50	17	have	have	AUX
cana-3199	50	18	identified	identify	VERB
cana-3199	50	19	that	that	SCONJ
cana-3199	50	20	designing	designing	NOUN
cana-3199	50	21	and	and	CCONJ
cana-3199	50	22	disseminating	disseminate	VERB
cana-3199	50	23	an	an	DET
cana-3199	50	24	integrated	integrated	ADJ
cana-3199	50	25	information	information	NOUN
cana-3199	50	26	system	system	NOUN
cana-3199	50	27	for	for	ADP
cana-3199	50	28	crop	crop	NOUN
cana-3199	50	29	planning	planning	NOUN
cana-3199	50	30	,	,	PUNCT
cana-3199	50	31	production	production	NOUN
cana-3199	50	32	practices	practice	NOUN
cana-3199	50	33	,	,	PUNCT
cana-3199	50	34	and	and	CCONJ
cana-3199	50	35	market	market	NOUN
cana-3199	50	36	intelligence	intelligence	NOUN
cana-3199	50	37	requires	require	VERB
cana-3199	50	38	robust	robust	ADJ
cana-3199	50	39	capabilities	capability	NOUN
cana-3199	50	40	in	in	ADP
cana-3199	50	41	remote	remote	ADJ
cana-3199	50	42	sensing	sensing	NOUN
cana-3199	50	43	,	,	PUNCT
cana-3199	50	44	artificial	artificial	ADJ
cana-3199	50	45	intelligence	intelligence	NOUN
cana-3199	50	46	(	(	PUNCT
cana-3199	50	47	ai	ai	NOUN
cana-3199	50	48	)	)	PUNCT
cana-3199	50	49	,	,	PUNCT
cana-3199	50	50	and	and	CCONJ
cana-3199	50	51	app	app	NOUN
cana-3199	50	52	-	-	PUNCT
cana-3199	50	53	based	base	VERB
cana-3199	50	54	platforms	platform	NOUN
cana-3199	50	55	.	.	PUNCT
cana-3199	51	1	our	our	PRON
cana-3199	51	2	investigation	investigation	NOUN
cana-3199	51	3	reveals	reveal	VERB
cana-3199	51	4	that	that	SCONJ
cana-3199	51	5	existing	exist	VERB
cana-3199	51	6	solutions	solution	NOUN
cana-3199	51	7	often	often	ADV
cana-3199	51	8	lack	lack	VERB
cana-3199	51	9	seamless	seamless	ADJ
cana-3199	51	10	integration	integration	NOUN
cana-3199	51	11	and	and	CCONJ
cana-3199	51	12	may	may	AUX
cana-3199	51	13	not	not	PART
cana-3199	51	14	fully	fully	ADV
cana-3199	51	15	leverage	leverage	VERB
cana-3199	51	16	the	the	DET
cana-3199	51	17	potential	potential	NOUN
cana-3199	51	18	of	of	ADP
cana-3199	51	19	ai	ai	NOUN
cana-3199	51	20	and	and	CCONJ
cana-3199	51	21	remote	remote	ADJ
cana-3199	51	22	sensing	sensing	NOUN
cana-3199	51	23	technologies	technology	NOUN
cana-3199	51	24	for	for	ADP
cana-3199	51	25	optimizing	optimize	VERB
cana-3199	51	26	agricultural	agricultural	ADJ
cana-3199	51	27	practices	practice	NOUN
cana-3199	51	28	.	.	PUNCT
cana-3199	52	1	through	through	ADP
cana-3199	52	2	our	our	PRON
cana-3199	52	3	innovative	innovative	ADJ
cana-3199	52	4	approach	approach	NOUN
cana-3199	52	5	,	,	PUNCT
cana-3199	52	6	we	we	PRON
cana-3199	52	7	aim	aim	VERB
cana-3199	52	8	to	to	PART
cana-3199	52	9	bridge	bridge	VERB
cana-3199	52	10	this	this	DET
cana-3199	52	11	gap	gap	NOUN
cana-3199	52	12	by	by	ADP
cana-3199	52	13	harnessing	harness	VERB
cana-3199	52	14	ai	ai	ADJ
cana-3199	52	15	algorithms	algorithm	NOUN
cana-3199	52	16	for	for	ADP
cana-3199	52	17	personalized	personalized	ADJ
cana-3199	52	18	crop	crop	NOUN
cana-3199	52	19	recommendations	recommendation	NOUN
cana-3199	52	20	,	,	PUNCT
cana-3199	52	21	remote	remote	ADJ
cana-3199	52	22	sensing	sense	VERB
cana-3199	52	23	data	datum	NOUN
cana-3199	52	24	for	for	ADP
cana-3199	52	25	real	real	ADJ
cana-3199	52	26	-	-	PUNCT
cana-3199	52	27	time	time	NOUN
cana-3199	52	28	monitoring	monitoring	NOUN
cana-3199	52	29	of	of	ADP
cana-3199	52	30	crop	crop	NOUN
cana-3199	52	31	health	health	NOUN
cana-3199	52	32	,	,	PUNCT
cana-3199	52	33	and	and	CCONJ
cana-3199	52	34	app	app	NOUN
cana-3199	52	35	-	-	PUNCT
cana-3199	52	36	based	base	VERB
cana-3199	52	37	platforms	platform	NOUN
cana-3199	52	38	for	for	ADP
cana-3199	52	39	streamlined	streamlined	ADJ
cana-3199	52	40	access	access	NOUN
cana-3199	52	41	to	to	ADP
cana-3199	52	42	market	market	NOUN
cana-3199	52	43	intelligence	intelligence	NOUN
cana-3199	52	44	.	.	PUNCT
cana-3199	53	1	additionally	additionally	ADV
cana-3199	53	2	,	,	PUNCT
cana-3199	53	3	we	we	PRON
cana-3199	53	4	have	have	AUX
cana-3199	53	5	developed	develop	VERB
cana-3199	53	6	novel	novel	ADJ
cana-3199	53	7	features	feature	NOUN
cana-3199	53	8	such	such	ADJ
cana-3199	53	9	as	as	ADP
cana-3199	53	10	a	a	DET
cana-3199	53	11	database	database	NOUN
cana-3199	53	12	management	management	NOUN
cana-3199	53	13	system	system	NOUN
cana-3199	53	14	for	for	ADP
cana-3199	53	15	comprehensive	comprehensive	ADJ
cana-3199	53	16	crop	crop	NOUN
cana-3199	53	17	data	datum	NOUN
cana-3199	53	18	analysis	analysis	NOUN
cana-3199	53	19	and	and	CCONJ
cana-3199	53	20	an	an	DET
cana-3199	53	21	intuitive	intuitive	ADJ
cana-3199	53	22	user	user	NOUN
cana-3199	53	23	interface	interface	NOUN
cana-3199	53	24	for	for	ADP
cana-3199	53	25	seamless	seamless	ADJ
cana-3199	53	26	farmer	farmer	NOUN
cana-3199	53	27	-	-	PUNCT
cana-3199	53	28	trader	trader	NOUN
cana-3199	53	29	-	-	PUNCT
cana-3199	53	30	customer	customer	NOUN
cana-3199	53	31	interactions	interaction	NOUN
cana-3199	53	32	.	.	PUNCT
cana-3199	54	1	these	these	DET
cana-3199	54	2	unique	unique	ADJ
cana-3199	54	3	attributes	attribute	NOUN
cana-3199	54	4	position	position	VERB
cana-3199	54	5	our	our	PRON
cana-3199	54	6	information	information	NOUN
cana-3199	54	7	system	system	NOUN
cana-3199	54	8	as	as	ADP
cana-3199	54	9	a	a	DET
cana-3199	54	10	pioneering	pioneering	ADJ
cana-3199	54	11	solution	solution	NOUN
cana-3199	54	12	for	for	ADP
cana-3199	54	13	enhancing	enhance	VERB
cana-3199	54	14	crop	crop	NOUN
cana-3199	54	15	productivity	productivity	NOUN
cana-3199	54	16	,	,	PUNCT
cana-3199	54	17	promoting	promote	VERB
cana-3199	54	18	sustainable	sustainable	ADJ
cana-3199	54	19	farming	farming	NOUN
cana-3199	54	20	practices	practice	NOUN
cana-3199	54	21	,	,	PUNCT
cana-3199	54	22	and	and	CCONJ
cana-3199	54	23	facilitating	facilitate	VERB
cana-3199	54	24	informed	informed	ADJ
cana-3199	54	25	decision	decision	NOUN
cana-3199	54	26	-	-	PUNCT
cana-3199	54	27	making	making	NOUN
cana-3199	54	28	across	across	ADP
cana-3199	54	29	the	the	DET
cana-3199	54	30	agricultural	agricultural	ADJ
cana-3199	54	31	value	value	NOUN
cana-3199	54	32	chain	chain	NOUN
cana-3199	54	33	.	.	PUNCT
cana-3199	55	1	a.	a.	NOUN
cana-3199	55	2	survey	survey	NOUN
cana-3199	55	3	of	of	ADP
cana-3199	55	4	existing	exist	VERB
cana-3199	55	5	systems	system	NOUN
cana-3199	55	6	existing	exist	VERB
cana-3199	55	7	agricultural	agricultural	ADJ
cana-3199	55	8	systems	system	NOUN
cana-3199	55	9	such	such	ADJ
cana-3199	55	10	as	as	ADP
cana-3199	55	11	plantix	plantix	NOUN
cana-3199	55	12	,	,	PUNCT
cana-3199	55	13	agrobase	agrobase	NOUN
cana-3199	55	14	,	,	PUNCT
cana-3199	55	15	plantsnap	plantsnap	VERB
cana-3199	55	16	,	,	PUNCT
cana-3199	55	17	and	and	CCONJ
cana-3199	55	18	myagriguru	myagriguru	PROPN
cana-3199	55	19	play	play	VERB
cana-3199	55	20	a	a	DET
cana-3199	55	21	crucial	crucial	ADJ
cana-3199	55	22	role	role	NOUN
cana-3199	55	23	in	in	ADP
cana-3199	55	24	assisting	assist	VERB
cana-3199	55	25	farmers	farmer	NOUN
cana-3199	55	26	with	with	ADP
cana-3199	55	27	crop	crop	NOUN
cana-3199	55	28	management	management	NOUN
cana-3199	55	29	and	and	CCONJ
cana-3199	55	30	disease	disease	NOUN
cana-3199	55	31	detection	detection	NOUN
cana-3199	55	32	.	.	PUNCT
cana-3199	56	1	plantix	plantix	NOUN
cana-3199	56	2	,	,	PUNCT
cana-3199	56	3	for	for	ADP
cana-3199	56	4	instance	instance	NOUN
cana-3199	56	5	,	,	PUNCT
cana-3199	56	6	employs	employ	VERB
cana-3199	56	7	innovative	innovative	ADJ
cana-3199	56	8	image	image	NOUN
cana-3199	56	9	recognition	recognition	NOUN
cana-3199	56	10	technology	technology	NOUN
cana-3199	56	11	to	to	PART
cana-3199	56	12	diagnose	diagnose	VERB
cana-3199	56	13	plant	plant	NOUN
cana-3199	56	14	diseases	disease	NOUN
cana-3199	56	15	and	and	CCONJ
cana-3199	56	16	nutrient	nutrient	NOUN
cana-3199	56	17	deficiencies	deficiency	NOUN
cana-3199	56	18	,	,	PUNCT
cana-3199	56	19	offering	offer	VERB
cana-3199	56	20	personalized	personalized	ADJ
cana-3199	56	21	recommendations	recommendation	NOUN
cana-3199	56	22	for	for	ADP
cana-3199	56	23	effective	effective	ADJ
cana-3199	56	24	crop	crop	NOUN
cana-3199	56	25	management	management	NOUN
cana-3199	56	26	.	.	PUNCT
cana-3199	57	1	similarly	similarly	ADV
cana-3199	57	2	,	,	PUNCT
cana-3199	57	3	agrobase	agrobase	NOUN
cana-3199	57	4	provides	provide	VERB
cana-3199	57	5	farmers	farmer	NOUN
cana-3199	57	6	and	and	CCONJ
cana-3199	57	7	agronomists	agronomist	NOUN
cana-3199	57	8	with	with	ADP
cana-3199	57	9	access	access	NOUN
cana-3199	57	10	to	to	ADP
cana-3199	57	11	a	a	DET
cana-3199	57	12	vast	vast	ADJ
cana-3199	57	13	database	database	NOUN
cana-3199	57	14	of	of	ADP
cana-3199	57	15	plants	plant	NOUN
cana-3199	57	16	and	and	CCONJ
cana-3199	57	17	pests	pest	NOUN
cana-3199	57	18	,	,	PUNCT
cana-3199	57	19	facilitating	facilitate	VERB
cana-3199	57	20	timely	timely	ADJ
cana-3199	57	21	identification	identification	NOUN
cana-3199	57	22	of	of	ADP
cana-3199	57	23	crop	crop	NOUN
cana-3199	57	24	issues	issue	NOUN
cana-3199	57	25	.	.	PUNCT
cana-3199	58	1	plantsnap	plantsnap	VERB
cana-3199	58	2	,	,	PUNCT
cana-3199	58	3	while	while	SCONJ
cana-3199	58	4	primarily	primarily	ADV
cana-3199	58	5	serving	serve	VERB
cana-3199	58	6	as	as	ADP
cana-3199	58	7	a	a	DET
cana-3199	58	8	plant	plant	NOUN
cana-3199	58	9	identification	identification	NOUN
cana-3199	58	10	tool	tool	NOUN
cana-3199	58	11	,	,	PUNCT
cana-3199	58	12	also	also	ADV
cana-3199	58	13	aids	aid	VERB
cana-3199	58	14	farmers	farmer	NOUN
cana-3199	58	15	in	in	ADP
cana-3199	58	16	monitoring	monitor	VERB
cana-3199	58	17	crop	crop	NOUN
cana-3199	58	18	health	health	NOUN
cana-3199	58	19	by	by	ADP
cana-3199	58	20	identifying	identify	VERB
cana-3199	58	21	diseases	disease	NOUN
cana-3199	58	22	and	and	CCONJ
cana-3199	58	23	pests	pest	NOUN
cana-3199	58	24	through	through	ADP
cana-3199	58	25	image	image	NOUN
cana-3199	58	26	analysis	analysis	NOUN
cana-3199	58	27	.	.	PUNCT
cana-3199	59	1	additionally	additionally	ADV
cana-3199	59	2	,	,	PUNCT
cana-3199	59	3	myagriguru	myagriguru	PROPN
cana-3199	59	4	offers	offer	VERB
cana-3199	59	5	comprehensive	comprehensive	ADJ
cana-3199	59	6	agriculture	agriculture	NOUN
cana-3199	59	7	advisory	advisory	ADJ
cana-3199	59	8	services	service	NOUN
cana-3199	59	9	,	,	PUNCT
cana-3199	59	10	including	include	VERB
cana-3199	59	11	crop	crop	NOUN
cana-3199	59	12	management	management	NOUN
cana-3199	59	13	guidance	guidance	NOUN
cana-3199	59	14	and	and	CCONJ
cana-3199	59	15	pest	pest	VERB
cana-3199	59	16	control	control	NOUN
cana-3199	59	17	strategies	strategy	NOUN
cana-3199	59	18	tailored	tailor	VERB
cana-3199	59	19	to	to	ADP
cana-3199	59	20	specific	specific	ADJ
cana-3199	59	21	crop	crop	NOUN
cana-3199	59	22	types	type	NOUN
cana-3199	59	23	and	and	CCONJ
cana-3199	59	24	geographical	geographical	ADJ
cana-3199	59	25	locations	location	NOUN
cana-3199	59	26	.	.	PUNCT
cana-3199	60	1	these	these	DET
cana-3199	60	2	existing	exist	VERB
cana-3199	60	3	systems	system	NOUN
cana-3199	60	4	contribute	contribute	VERB
cana-3199	60	5	significantly	significantly	ADV
cana-3199	60	6	to	to	ADP
cana-3199	60	7	enhancing	enhance	VERB
cana-3199	60	8	agricultural	agricultural	ADJ
cana-3199	60	9	productivity	productivity	NOUN
cana-3199	60	10	and	and	CCONJ
cana-3199	60	11	sustainability	sustainability	NOUN
cana-3199	60	12	by	by	ADP
cana-3199	60	13	empowering	empower	VERB
cana-3199	60	14	farmers	farmer	NOUN
cana-3199	60	15	with	with	ADP
cana-3199	60	16	valuable	valuable	ADJ
cana-3199	60	17	insights	insight	NOUN
cana-3199	60	18	and	and	CCONJ
cana-3199	60	19	recommendations	recommendation	NOUN
cana-3199	60	20	for	for	ADP
cana-3199	60	21	informed	informed	ADJ
cana-3199	60	22	decision	decision	NOUN
cana-3199	60	23	-	-	PUNCT
cana-3199	60	24	making	making	NOUN
cana-3199	60	25	.	.	PUNCT
cana-3199	61	1	communications	communication	NOUN
cana-3199	61	2	on	on	ADP
cana-3199	61	3	applied	apply	VERB
cana-3199	61	4	nonlinear	nonlinear	ADJ
cana-3199	61	5	analysis	analysis	NOUN
cana-3199	61	6	issn	issn	NOUN
cana-3199	61	7	:	:	PUNCT
cana-3199	61	8	1074	1074	NUM
cana-3199	61	9	-	-	PUNCT
cana-3199	61	10	133x	133x	NUM
cana-3199	61	11	vol	vol	NOUN
cana-3199	61	12	32	32	NUM
cana-3199	61	13	no	no	NOUN
cana-3199	61	14	.	.	PUNCT
cana-3199	62	1	5s	5s	NUM
cana-3199	62	2	(	(	PUNCT
cana-3199	62	3	2025	2025	NUM
cana-3199	62	4	)	)	PUNCT
cana-3199	62	5	598	598	NUM
cana-3199	62	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	62	7	b.	b.	NOUN
cana-3199	62	8	limitations	limitation	NOUN
cana-3199	62	9	and	and	CCONJ
cana-3199	62	10	research	research	NOUN
cana-3199	62	11	gap	gap	NOUN
cana-3199	62	12	from	from	ADP
cana-3199	62	13	[	[	X
cana-3199	62	14	2	2	NUM
cana-3199	62	15	]	]	PUNCT
cana-3199	62	16	,	,	PUNCT
cana-3199	62	17	which	which	PRON
cana-3199	62	18	focuses	focus	VERB
cana-3199	62	19	on	on	ADP
cana-3199	62	20	multispectral	multispectral	ADJ
cana-3199	62	21	crop	crop	NOUN
cana-3199	62	22	yield	yield	NOUN
cana-3199	62	23	prediction	prediction	NOUN
cana-3199	62	24	,	,	PUNCT
cana-3199	62	25	the	the	DET
cana-3199	62	26	limitations	limitation	NOUN
cana-3199	62	27	regarding	regard	VERB
cana-3199	62	28	dataset	dataset	ADJ
cana-3199	62	29	coverage	coverage	NOUN
cana-3199	62	30	and	and	CCONJ
cana-3199	62	31	quality	quality	NOUN
cana-3199	62	32	are	be	AUX
cana-3199	62	33	evident	evident	ADJ
cana-3199	62	34	.	.	PUNCT
cana-3199	63	1	while	while	SCONJ
cana-3199	63	2	the	the	DET
cana-3199	63	3	model	model	NOUN
cana-3199	63	4	showcases	showcase	VERB
cana-3199	63	5	promising	promising	ADJ
cana-3199	63	6	results	result	NOUN
cana-3199	63	7	,	,	PUNCT
cana-3199	63	8	it	it	PRON
cana-3199	63	9	faces	face	VERB
cana-3199	63	10	challenges	challenge	NOUN
cana-3199	63	11	associated	associate	VERB
cana-3199	63	12	with	with	ADP
cana-3199	63	13	limited	limited	ADJ
cana-3199	63	14	dataset	dataset	NOUN
cana-3199	63	15	availability	availability	NOUN
cana-3199	63	16	and	and	CCONJ
cana-3199	63	17	quality	quality	NOUN
cana-3199	63	18	,	,	PUNCT
cana-3199	63	19	particularly	particularly	ADV
cana-3199	63	20	in	in	ADP
cana-3199	63	21	regions	region	NOUN
cana-3199	63	22	with	with	ADP
cana-3199	63	23	sparse	sparse	ADJ
cana-3199	63	24	or	or	CCONJ
cana-3199	63	25	outdated	outdated	ADJ
cana-3199	63	26	agricultural	agricultural	ADJ
cana-3199	63	27	data	datum	NOUN
cana-3199	63	28	.	.	PUNCT
cana-3199	64	1	in	in	ADP
cana-3199	64	2	[	[	X
cana-3199	64	3	3	3	NUM
cana-3199	64	4	]	]	PUNCT
cana-3199	64	5	,	,	PUNCT
cana-3199	64	6	which	which	PRON
cana-3199	64	7	proposes	propose	VERB
cana-3199	64	8	a	a	DET
cana-3199	64	9	modified	modified	ADJ
cana-3199	64	10	deep	deep	ADJ
cana-3199	64	11	learning	learning	NOUN
cana-3199	64	12	strategy	strategy	NOUN
cana-3199	64	13	for	for	ADP
cana-3199	64	14	crop	crop	NOUN
cana-3199	64	15	yield	yield	NOUN
cana-3199	64	16	prediction	prediction	NOUN
cana-3199	64	17	,	,	PUNCT
cana-3199	64	18	the	the	DET
cana-3199	64	19	challenges	challenge	NOUN
cana-3199	64	20	related	relate	VERB
cana-3199	64	21	to	to	ADP
cana-3199	64	22	model	model	NOUN
cana-3199	64	23	complexity	complexity	NOUN
cana-3199	64	24	and	and	CCONJ
cana-3199	64	25	scalability	scalability	NOUN
cana-3199	64	26	become	become	VERB
cana-3199	64	27	apparent	apparent	ADJ
cana-3199	64	28	.	.	PUNCT
cana-3199	65	1	although	although	SCONJ
cana-3199	65	2	the	the	DET
cana-3199	65	3	proposed	propose	VERB
cana-3199	65	4	model	model	NOUN
cana-3199	65	5	shows	show	VERB
cana-3199	65	6	improved	improved	ADJ
cana-3199	65	7	performance	performance	NOUN
cana-3199	65	8	in	in	ADP
cana-3199	65	9	certain	certain	ADJ
cana-3199	65	10	scenarios	scenario	NOUN
cana-3199	65	11	,	,	PUNCT
cana-3199	65	12	its	its	PRON
cana-3199	65	13	scalability	scalability	NOUN
cana-3199	65	14	to	to	ADP
cana-3199	65	15	large	large	ADJ
cana-3199	65	16	-	-	PUNCT
cana-3199	65	17	scale	scale	NOUN
cana-3199	65	18	agricultural	agricultural	ADJ
cana-3199	65	19	systems	system	NOUN
cana-3199	65	20	remains	remain	VERB
cana-3199	65	21	uncertain	uncertain	ADJ
cana-3199	65	22	due	due	ADP
cana-3199	65	23	to	to	ADP
cana-3199	65	24	computational	computational	ADJ
cana-3199	65	25	constraints	constraint	NOUN
cana-3199	65	26	and	and	CCONJ
cana-3199	65	27	resource	resource	NOUN
cana-3199	65	28	-	-	PUNCT
cana-3199	65	29	intensive	intensive	ADJ
cana-3199	65	30	training	training	NOUN
cana-3199	65	31	requirements	requirement	NOUN
cana-3199	65	32	.	.	PUNCT
cana-3199	66	1	from	from	ADP
cana-3199	66	2	the	the	DET
cana-3199	66	3	study	study	NOUN
cana-3199	66	4	by	by	ADP
cana-3199	66	5	benini	benini	PROPN
cana-3199	66	6	et	et	PROPN
cana-3199	66	7	al	al	PROPN
cana-3199	66	8	.	.	PUNCT
cana-3199	67	1	[	[	X
cana-3199	67	2	4	4	NUM
cana-3199	67	3	]	]	PUNCT
cana-3199	67	4	,	,	PUNCT
cana-3199	67	5	which	which	PRON
cana-3199	67	6	addresses	address	VERB
cana-3199	67	7	crop	crop	NOUN
cana-3199	67	8	planning	planning	NOUN
cana-3199	67	9	and	and	CCONJ
cana-3199	67	10	rotation	rotation	NOUN
cana-3199	67	11	problems	problem	NOUN
cana-3199	67	12	,	,	PUNCT
cana-3199	67	13	concerns	concern	NOUN
cana-3199	67	14	arise	arise	VERB
cana-3199	67	15	regarding	regard	VERB
cana-3199	67	16	the	the	DET
cana-3199	67	17	generalization	generalization	NOUN
cana-3199	67	18	and	and	CCONJ
cana-3199	67	19	transferability	transferability	NOUN
cana-3199	67	20	of	of	ADP
cana-3199	67	21	the	the	DET
cana-3199	67	22	proposed	propose	VERB
cana-3199	67	23	solutions	solution	NOUN
cana-3199	67	24	.	.	PUNCT
cana-3199	68	1	while	while	SCONJ
cana-3199	68	2	the	the	DET
cana-3199	68	3	model	model	NOUN
cana-3199	68	4	demonstrates	demonstrate	VERB
cana-3199	68	5	effectiveness	effectiveness	NOUN
cana-3199	68	6	in	in	ADP
cana-3199	68	7	specific	specific	ADJ
cana-3199	68	8	agricultural	agricultural	ADJ
cana-3199	68	9	contexts	contexts	NOUN
cana-3199	68	10	,	,	PUNCT
cana-3199	68	11	its	its	PRON
cana-3199	68	12	applicability	applicability	NOUN
cana-3199	68	13	to	to	PART
cana-3199	68	14	diverse	diverse	VERB
cana-3199	68	15	geographic	geographic	ADJ
cana-3199	68	16	regions	region	NOUN
cana-3199	68	17	and	and	CCONJ
cana-3199	68	18	farming	farming	NOUN
cana-3199	68	19	practices	practice	NOUN
cana-3199	68	20	limited	limit	VERB
cana-3199	68	21	,	,	PUNCT
cana-3199	68	22	highlighting	highlight	VERB
cana-3199	68	23	the	the	DET
cana-3199	68	24	need	need	NOUN
cana-3199	68	25	for	for	ADP
cana-3199	68	26	further	further	ADJ
cana-3199	68	27	research	research	NOUN
cana-3199	68	28	on	on	ADP
cana-3199	68	29	adaptable	adaptable	ADJ
cana-3199	68	30	planning	planning	NOUN
cana-3199	68	31	algorithms	algorithm	NOUN
cana-3199	68	32	.	.	PUNCT
cana-3199	69	1	as	as	SCONJ
cana-3199	69	2	discussed	discuss	VERB
cana-3199	69	3	in	in	ADP
cana-3199	69	4	[	[	X
cana-3199	69	5	5	5	NUM
cana-3199	69	6	]	]	PUNCT
cana-3199	69	7	,	,	PUNCT
cana-3199	69	8	which	which	PRON
cana-3199	69	9	explores	explore	VERB
cana-3199	69	10	blockchain	blockchain	PROPN
cana-3199	69	11	-	-	PUNCT
cana-3199	69	12	based	base	VERB
cana-3199	69	13	tomato	tomato	NOUN
cana-3199	69	14	supply	supply	NOUN
cana-3199	69	15	chain	chain	NOUN
cana-3199	69	16	management	management	NOUN
cana-3199	69	17	,	,	PUNCT
cana-3199	69	18	the	the	DET
cana-3199	69	19	dependence	dependence	NOUN
cana-3199	69	20	of	of	ADP
cana-3199	69	21	ai	ai	ADJ
cana-3199	69	22	-	-	PUNCT
cana-3199	69	23	driven	drive	VERB
cana-3199	69	24	agricultural	agricultural	ADJ
cana-3199	69	25	systems	system	NOUN
cana-3199	69	26	on	on	ADP
cana-3199	69	27	external	external	ADJ
cana-3199	69	28	factors	factor	NOUN
cana-3199	69	29	such	such	ADJ
cana-3199	69	30	as	as	ADP
cana-3199	69	31	weather	weather	NOUN
cana-3199	69	32	conditions	condition	NOUN
cana-3199	69	33	and	and	CCONJ
cana-3199	69	34	market	market	NOUN
cana-3199	69	35	dynamics	dynamic	NOUN
cana-3199	69	36	presents	present	VERB
cana-3199	69	37	significant	significant	ADJ
cana-3199	69	38	limitations	limitation	NOUN
cana-3199	69	39	.	.	PUNCT
cana-3199	70	1	while	while	SCONJ
cana-3199	70	2	blockchain	blockchain	PROPN
cana-3199	70	3	technology	technology	PROPN
cana-3199	70	4	offers	offer	VERB
cana-3199	70	5	transparency	transparency	NOUN
cana-3199	70	6	and	and	CCONJ
cana-3199	70	7	traceability	traceability	NOUN
cana-3199	70	8	benefits	benefit	NOUN
cana-3199	70	9	,	,	PUNCT
cana-3199	70	10	its	its	PRON
cana-3199	70	11	effectiveness	effectiveness	NOUN
cana-3199	70	12	in	in	ADP
cana-3199	70	13	mitigating	mitigate	VERB
cana-3199	70	14	supply	supply	NOUN
cana-3199	70	15	chain	chain	NOUN
cana-3199	70	16	risks	risk	NOUN
cana-3199	70	17	is	be	AUX
cana-3199	70	18	contingent	contingent	ADJ
cana-3199	70	19	upon	upon	SCONJ
cana-3199	70	20	reliable	reliable	ADJ
cana-3199	70	21	data	datum	NOUN
cana-3199	70	22	inputs	input	NOUN
cana-3199	70	23	and	and	CCONJ
cana-3199	70	24	stakeholder	stakeholder	NOUN
cana-3199	70	25	cooperation	cooperation	NOUN
cana-3199	70	26	,	,	PUNCT
cana-3199	70	27	posing	pose	VERB
cana-3199	70	28	challenges	challenge	NOUN
cana-3199	70	29	in	in	ADP
cana-3199	70	30	real	real	ADJ
cana-3199	70	31	-	-	PUNCT
cana-3199	70	32	world	world	NOUN
cana-3199	70	33	implementation	implementation	NOUN
cana-3199	70	34	.	.	PUNCT
cana-3199	71	1	in	in	ADP
cana-3199	71	2	the	the	DET
cana-3199	71	3	study	study	NOUN
cana-3199	71	4	by	by	ADP
cana-3199	71	5	ashok	ashok	PROPN
cana-3199	71	6	et	et	PROPN
cana-3199	71	7	al	al	PROPN
cana-3199	71	8	.	.	PUNCT
cana-3199	72	1	[	[	X
cana-3199	72	2	6	6	NUM
cana-3199	72	3	]	]	PUNCT
cana-3199	72	4	,	,	PUNCT
cana-3199	72	5	which	which	PRON
cana-3199	72	6	focuses	focus	VERB
cana-3199	72	7	on	on	ADP
cana-3199	72	8	tomato	tomato	NOUN
cana-3199	72	9	leaf	leaf	NOUN
cana-3199	72	10	disease	disease	NOUN
cana-3199	72	11	detection	detection	NOUN
cana-3199	72	12	using	use	VERB
cana-3199	72	13	deep	deep	ADJ
cana-3199	72	14	learning	learning	NOUN
cana-3199	72	15	techniques	technique	NOUN
cana-3199	72	16	,	,	PUNCT
cana-3199	72	17	concerns	concern	NOUN
cana-3199	72	18	regarding	regard	VERB
cana-3199	72	19	the	the	DET
cana-3199	72	20	choice	choice	NOUN
cana-3199	72	21	of	of	ADP
cana-3199	72	22	evaluation	evaluation	NOUN
cana-3199	72	23	metrics	metric	NOUN
cana-3199	72	24	emerge	emerge	VERB
cana-3199	72	25	.	.	PUNCT
cana-3199	73	1	while	while	SCONJ
cana-3199	73	2	the	the	DET
cana-3199	73	3	proposed	propose	VERB
cana-3199	73	4	method	method	NOUN
cana-3199	73	5	achieves	achieve	VERB
cana-3199	73	6	high	high	ADJ
cana-3199	73	7	accuracy	accuracy	NOUN
cana-3199	73	8	in	in	ADP
cana-3199	73	9	detecting	detect	VERB
cana-3199	73	10	tomato	tomato	NOUN
cana-3199	73	11	leaf	leaf	NOUN
cana-3199	73	12	diseases	disease	NOUN
cana-3199	73	13	,	,	PUNCT
cana-3199	73	14	the	the	DET
cana-3199	73	15	absence	absence	NOUN
cana-3199	73	16	of	of	ADP
cana-3199	73	17	comprehensive	comprehensive	ADJ
cana-3199	73	18	evaluation	evaluation	NOUN
cana-3199	73	19	metrics	metric	NOUN
cana-3199	73	20	such	such	ADJ
cana-3199	73	21	as	as	ADP
cana-3199	73	22	precision	precision	NOUN
cana-3199	73	23	,	,	PUNCT
cana-3199	73	24	recall	recall	NOUN
cana-3199	73	25	,	,	PUNCT
cana-3199	73	26	and	and	CCONJ
cana-3199	73	27	f1	f1	NOUN
cana-3199	73	28	-	-	PUNCT
cana-3199	73	29	score[7	score[7	NOUN
cana-3199	73	30	]	]	PUNCT
cana-3199	73	31	limits	limit	VERB
cana-3199	73	32	the	the	DET
cana-3199	73	33	robustness	robustness	NOUN
cana-3199	73	34	and	and	CCONJ
cana-3199	73	35	reliability	reliability	NOUN
cana-3199	73	36	of	of	ADP
cana-3199	73	37	the	the	DET
cana-3199	73	38	reported	report	VERB
cana-3199	73	39	results	result	NOUN
cana-3199	73	40	,	,	PUNCT
cana-3199	73	41	necessitating	necessitate	VERB
cana-3199	73	42	a	a	DET
cana-3199	73	43	more	more	ADV
cana-3199	73	44	thorough	thorough	ADJ
cana-3199	73	45	assessment	assessment	NOUN
cana-3199	73	46	of	of	ADP
cana-3199	73	47	model	model	NOUN
cana-3199	73	48	performance	performance	NOUN
cana-3199	73	49	.	.	PUNCT
cana-3199	74	1	factors	factor	NOUN
cana-3199	74	2	traditional	traditional	ADJ
cana-3199	74	3	laborintensive	laborintensive	ADJ
cana-3199	74	4	farming	farming	NOUN
cana-3199	74	5	ai	ai	NOUN
cana-3199	74	6	-	-	PUNCT
cana-3199	74	7	robot	robot	NOUN
cana-3199	74	8	driven	drive	VERB
cana-3199	74	9	farming	farming	NOUN
cana-3199	74	10	labor	labor	NOUN
cana-3199	74	11	costs	cost	NOUN
cana-3199	74	12	(	(	PUNCT
cana-3199	74	13	per	per	ADP
cana-3199	74	14	acre	acre	NOUN
cana-3199	74	15	)	)	PUNCT
cana-3199	74	16	₹	₹	PROPN
cana-3199	74	17	20,000	20,000	NUM
cana-3199	74	18	₹	₹	NOUN
cana-3199	74	19	30,000	30,000	NUM
cana-3199	74	20	1.0	1.0	NUM
cana-3199	74	21	1.5	1.5	NUM
cana-3199	74	22	lakh	lakh	NOUN
cana-3199	74	23	(	(	PUNCT
cana-3199	74	24	one	one	NUM
cana-3199	74	25	time	time	NOUN
cana-3199	74	26	cost	cost	NOUN
cana-3199	74	27	without	without	ADP
cana-3199	74	28	equipment	equipment	NOUN
cana-3199	74	29	)	)	PUNCT
cana-3199	74	30	equipment	equipment	NOUN
cana-3199	74	31	costs	cost	NOUN
cana-3199	74	32	(	(	PUNCT
cana-3199	74	33	per	per	ADP
cana-3199	74	34	acre	acre	NOUN
cana-3199	74	35	)	)	PUNCT
cana-3199	74	36	₹	₹	PROPN
cana-3199	74	37	4,000	4,000	NUM
cana-3199	74	38	₹	₹	NOUN
cana-3199	74	39	8,000	8,000	NUM
cana-3199	74	40	higher	high	ADJ
cana-3199	74	41	initial	initial	ADJ
cana-3199	74	42	equipment	equipment	NOUN
cana-3199	74	43	costs	cost	NOUN
cana-3199	74	44	for	for	ADP
cana-3199	74	45	robots	robot	NOUN
cana-3199	74	46	and	and	CCONJ
cana-3199	74	47	ai	ai	PROPN
cana-3199	74	48	systems	system	NOUN
cana-3199	74	49	.	.	PUNCT
cana-3199	75	1	labor	labor	NOUN
cana-3199	75	2	availability	availability	NOUN
cana-3199	75	3	and	and	CCONJ
cana-3199	75	4	efficiency	efficiency	NOUN
cana-3199	75	5	labor	labor	NOUN
cana-3199	75	6	-	-	PUNCT
cana-3199	75	7	intensive	intensive	ADJ
cana-3199	75	8	consistent	consistent	ADJ
cana-3199	75	9	and	and	CCONJ
cana-3199	75	10	efficient	efficient	ADJ
cana-3199	75	11	robotic	robotic	ADJ
cana-3199	75	12	operations	operation	NOUN
cana-3199	75	13	precision	precision	NOUN
cana-3199	75	14	and	and	CCONJ
cana-3199	75	15	accuracy	accuracy	NOUN
cana-3199	75	16	low	low	ADJ
cana-3199	75	17	and	and	CCONJ
cana-3199	75	18	variable	variable	ADJ
cana-3199	75	19	high	high	ADJ
cana-3199	75	20	precision	precision	NOUN
cana-3199	75	21	and	and	CCONJ
cana-3199	75	22	accuracy	accuracy	NOUN
cana-3199	75	23	long	long	ADJ
cana-3199	75	24	-	-	PUNCT
cana-3199	75	25	term	term	NOUN
cana-3199	75	26	sustainability	sustainability	NOUN
cana-3199	75	27	labor	labor	NOUN
cana-3199	75	28	shortages	shortage	NOUN
cana-3199	75	29	and	and	CCONJ
cana-3199	75	30	high	high	ADJ
cana-3199	75	31	cost	cost	NOUN
cana-3199	75	32	no	no	DET
cana-3199	75	33	labor	labor	NOUN
cana-3199	75	34	yield	yield	NOUN
cana-3199	75	35	potential	potential	ADJ
cana-3199	75	36	vary	vary	VERB
cana-3199	75	37	due	due	ADJ
cana-3199	75	38	to	to	ADP
cana-3199	75	39	human	human	ADJ
cana-3199	75	40	error	error	NOUN
cana-3199	75	41	higher	high	ADJ
cana-3199	75	42	yield	yield	NOUN
cana-3199	75	43	potential	potential	ADJ
cana-3199	75	44	maintenance	maintenance	NOUN
cana-3199	75	45	and	and	CCONJ
cana-3199	75	46	repairs	repair	VERB
cana-3199	75	47	minimal	minimal	ADJ
cana-3199	75	48	maintenance	maintenance	NOUN
cana-3199	75	49	robot	robot	NOUN
cana-3199	75	50	maintenance	maintenance	NOUN
cana-3199	75	51	cost	cost	NOUN
cana-3199	75	52	technology	technology	NOUN
cana-3199	75	53	advancements	advancement	NOUN
cana-3199	75	54	and	and	CCONJ
cana-3199	75	55	innovation	innovation	NOUN
cana-3199	75	56	limited	limited	ADJ
cana-3199	75	57	scope	scope	NOUN
cana-3199	75	58	technological	technological	ADJ
cana-3199	75	59	improvements	improvement	NOUN
cana-3199	75	60	.	.	PUNCT
cana-3199	76	1	table	table	NOUN
cana-3199	76	2	.	.	PUNCT
cana-3199	77	1	1	1	X
cana-3199	77	2	.	.	X
cana-3199	77	3	comparison	comparison	NOUN
cana-3199	77	4	among	among	ADP
cana-3199	77	5	the	the	DET
cana-3199	77	6	existing	exist	VERB
cana-3199	77	7	systems	system	NOUN
cana-3199	77	8	communications	communication	NOUN
cana-3199	77	9	on	on	ADP
cana-3199	77	10	applied	apply	VERB
cana-3199	77	11	nonlinear	nonlinear	ADJ
cana-3199	77	12	analysis	analysis	NOUN
cana-3199	77	13	issn	issn	NOUN
cana-3199	77	14	:	:	PUNCT
cana-3199	77	15	1074	1074	NUM
cana-3199	77	16	-	-	PUNCT
cana-3199	77	17	133x	133x	NUM
cana-3199	77	18	vol	vol	NOUN
cana-3199	77	19	32	32	NUM
cana-3199	77	20	no	no	NOUN
cana-3199	77	21	.	.	PUNCT
cana-3199	78	1	5s	5s	NUM
cana-3199	78	2	(	(	PUNCT
cana-3199	78	3	2025	2025	NUM
cana-3199	78	4	)	)	PUNCT
cana-3199	78	5	599	599	NUM
cana-3199	78	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	78	7	iii	iii	PROPN
cana-3199	78	8	.	.	PROPN
cana-3199	78	9	proposed	propose	VERB
cana-3199	78	10	architecture	architecture	NOUN
cana-3199	78	11	a.	a.	NOUN
cana-3199	78	12	datasets	dataset	NOUN
cana-3199	78	13	source	source	NOUN
cana-3199	78	14	and	and	CCONJ
cana-3199	78	15	utilization	utilization	NOUN
cana-3199	78	16	plant	plant	NOUN
cana-3199	78	17	village	village	NOUN
cana-3199	78	18	dataset	dataset	NOUN
cana-3199	78	19	:	:	PUNCT
cana-3199	78	20	contains	contain	VERB
cana-3199	78	21	images	image	NOUN
cana-3199	78	22	of	of	ADP
cana-3199	78	23	various	various	ADJ
cana-3199	78	24	plant	plant	NOUN
cana-3199	78	25	diseases	disease	NOUN
cana-3199	78	26	,	,	PUNCT
cana-3199	78	27	used	use	VERB
cana-3199	78	28	for	for	ADP
cana-3199	78	29	training	training	NOUN
cana-3199	78	30	and	and	CCONJ
cana-3199	78	31	testing	test	VERB
cana-3199	78	32	the	the	DET
cana-3199	78	33	disease	disease	NOUN
cana-3199	78	34	detection	detection	NOUN
cana-3199	78	35	model	model	NOUN
cana-3199	78	36	.	.	PUNCT
cana-3199	79	1	the	the	DET
cana-3199	79	2	dataset	dataset	NOUN
cana-3199	79	3	contains	contain	VERB
cana-3199	79	4	images	image	NOUN
cana-3199	79	5	related	relate	VERB
cana-3199	79	6	to	to	ADP
cana-3199	79	7	various	various	ADJ
cana-3199	79	8	diseases	disease	NOUN
cana-3199	79	9	related	relate	VERB
cana-3199	79	10	to	to	ADP
cana-3199	79	11	tomato	tomato	NOUN
cana-3199	79	12	[	[	NOUN
cana-3199	79	13	9	9	NUM
cana-3199	79	14	]	]	PUNCT
cana-3199	79	15	.	.	PUNCT
cana-3199	80	1	they	they	PRON
cana-3199	80	2	are	be	AUX
cana-3199	80	3	classified	classify	VERB
cana-3199	80	4	based	base	VERB
cana-3199	80	5	disease	disease	NOUN
cana-3199	80	6	detected	detect	VERB
cana-3199	81	1	yes	yes	INTJ
cana-3199	81	2	or	or	CCONJ
cana-3199	81	3	no	no	INTJ
cana-3199	81	4	.	.	PUNCT
cana-3199	82	1	historical	historical	ADJ
cana-3199	82	2	crop	crop	NOUN
cana-3199	82	3	data	datum	NOUN
cana-3199	82	4	:	:	PUNCT
cana-3199	82	5	crop	crop	NOUN
cana-3199	82	6	data	datum	NOUN
cana-3199	82	7	includes	include	VERB
cana-3199	82	8	data	datum	NOUN
cana-3199	82	9	from	from	ADP
cana-3199	82	10	the	the	DET
cana-3199	82	11	ministry	ministry	PROPN
cana-3199	82	12	of	of	ADP
cana-3199	82	13	agriculture	agriculture	PROPN
cana-3199	82	14	for	for	ADP
cana-3199	82	15	different	different	ADJ
cana-3199	82	16	clop	clop	PROPN
cana-3199	82	17	planning	planning	NOUN
cana-3199	83	1	[	[	X
cana-3199	83	2	10	10	NUM
cana-3199	83	3	]	]	PUNCT
cana-3199	83	4	.	.	PUNCT
cana-3199	84	1	the	the	DET
cana-3199	84	2	dataset	dataset	NOUN
cana-3199	84	3	consists	consist	VERB
cana-3199	84	4	of	of	ADP
cana-3199	84	5	different	different	ADJ
cana-3199	84	6	soil	soil	NOUN
cana-3199	84	7	parameters	parameter	NOUN
cana-3199	84	8	like	like	ADP
cana-3199	84	9	n	n	DET
cana-3199	84	10	p	p	PROPN
cana-3199	84	11	k	k	PROPN
cana-3199	84	12	and	and	CCONJ
cana-3199	84	13	other	other	ADJ
cana-3199	84	14	parameters	parameter	NOUN
cana-3199	84	15	like	like	ADP
cana-3199	84	16	rainfall	rainfall	NOUN
cana-3199	84	17	and	and	CCONJ
cana-3199	84	18	temperature	temperature	NOUN
cana-3199	84	19	in	in	ADP
cana-3199	84	20	that	that	DET
cana-3199	84	21	area	area	NOUN
cana-3199	84	22	.	.	PUNCT
cana-3199	85	1	disease	disease	NOUN
cana-3199	85	2	detection	detection	NOUN
cana-3199	85	3	model	model	NOUN
cana-3199	85	4	:	:	PUNCT
cana-3199	85	5	plant	plant	NOUN
cana-3199	85	6	village	village	NOUN
cana-3199	85	7	dataset	dataset	NOUN
cana-3199	85	8	used	use	VERB
cana-3199	85	9	to	to	PART
cana-3199	85	10	train	train	VERB
cana-3199	85	11	the	the	DET
cana-3199	85	12	cnn	cnn	PROPN
cana-3199	85	13	model	model	NOUN
cana-3199	85	14	for	for	ADP
cana-3199	85	15	crop	crop	NOUN
cana-3199	85	16	leaf	leaf	NOUN
cana-3199	85	17	disease	disease	NOUN
cana-3199	85	18	detection	detection	NOUN
cana-3199	85	19	[	[	X
cana-3199	85	20	11	11	NUM
cana-3199	85	21	]	]	PUNCT
cana-3199	85	22	.	.	PUNCT
cana-3199	86	1	the	the	DET
cana-3199	86	2	model	model	NOUN
cana-3199	86	3	was	be	AUX
cana-3199	86	4	trained	train	VERB
cana-3199	86	5	using	use	VERB
cana-3199	86	6	the	the	DET
cana-3199	86	7	efficientb3	efficientb3	PROPN
cana-3199	86	8	model	model	NOUN
cana-3199	86	9	and	and	CCONJ
cana-3199	86	10	successfully	successfully	ADV
cana-3199	86	11	detects	detect	NOUN
cana-3199	86	12	disease	disease	NOUN
cana-3199	86	13	based	base	VERB
cana-3199	86	14	on	on	ADP
cana-3199	86	15	crop	crop	NOUN
cana-3199	86	16	leaf	leaf	NOUN
cana-3199	86	17	image	image	NOUN
cana-3199	86	18	.	.	PUNCT
cana-3199	87	1	crop	crop	NOUN
cana-3199	87	2	planning	planning	NOUN
cana-3199	87	3	model	model	NOUN
cana-3199	87	4	:	:	PUNCT
cana-3199	87	5	the	the	DET
cana-3199	87	6	data	datum	NOUN
cana-3199	87	7	was	be	AUX
cana-3199	87	8	trained	train	VERB
cana-3199	87	9	on	on	ADP
cana-3199	87	10	historical	historical	ADJ
cana-3199	87	11	crop	crop	NOUN
cana-3199	87	12	data	datum	NOUN
cana-3199	87	13	.the	.the	PRON
cana-3199	87	14	dataset	dataset	VERB
cana-3199	87	15	consists	consist	NOUN
cana-3199	87	16	of	of	ADP
cana-3199	87	17	various	various	ADJ
cana-3199	87	18	types	type	NOUN
cana-3199	87	19	of	of	ADP
cana-3199	87	20	crop	crop	NOUN
cana-3199	87	21	variety	variety	NOUN
cana-3199	87	22	related	relate	VERB
cana-3199	87	23	to	to	ADP
cana-3199	87	24	crops	crop	NOUN
cana-3199	87	25	.	.	PUNCT
cana-3199	88	1	the	the	DET
cana-3199	88	2	model	model	NOUN
cana-3199	88	3	was	be	AUX
cana-3199	88	4	trained	train	VERB
cana-3199	88	5	using	use	VERB
cana-3199	88	6	a	a	DET
cana-3199	88	7	decision	decision	NOUN
cana-3199	88	8	tree	tree	NOUN
cana-3199	88	9	and	and	CCONJ
cana-3199	88	10	has	have	VERB
cana-3199	88	11	an	an	DET
cana-3199	88	12	accuracy	accuracy	NOUN
cana-3199	88	13	of	of	ADP
cana-3199	88	14	89	89	NUM
cana-3199	88	15	%	%	NOUN
cana-3199	88	16	.	.	PUNCT
cana-3199	89	1	in	in	ADP
cana-3199	89	2	this	this	DET
cana-3199	89	3	model	model	NOUN
cana-3199	89	4	based	base	VERB
cana-3199	89	5	on	on	ADP
cana-3199	89	6	the	the	DET
cana-3199	89	7	soil	soil	NOUN
cana-3199	89	8	and	and	CCONJ
cana-3199	89	9	weather	weather	NOUN
cana-3199	89	10	data	datum	NOUN
cana-3199	89	11	farmers	farmer	NOUN
cana-3199	89	12	can	can	AUX
cana-3199	89	13	get	get	VERB
cana-3199	89	14	an	an	DET
cana-3199	89	15	idea	idea	NOUN
cana-3199	89	16	about	about	ADP
cana-3199	89	17	which	which	DET
cana-3199	89	18	variety	variety	NOUN
cana-3199	89	19	of	of	ADP
cana-3199	89	20	crop	crop	NOUN
cana-3199	89	21	it	it	PRON
cana-3199	89	22	can	can	AUX
cana-3199	89	23	grow	grow	VERB
cana-3199	89	24	according	accord	VERB
cana-3199	89	25	to	to	ADP
cana-3199	89	26	its	its	PRON
cana-3199	89	27	soil	soil	NOUN
cana-3199	89	28	and	and	CCONJ
cana-3199	89	29	weather	weather	NOUN
cana-3199	89	30	conditions	condition	NOUN
cana-3199	89	31	[	[	X
cana-3199	89	32	12	12	NUM
cana-3199	89	33	]	]	PUNCT
cana-3199	89	34	.	.	PUNCT
cana-3199	90	1	marketplace	marketplace	NOUN
cana-3199	90	2	data	data	PROPN
cana-3199	90	3	:	:	PUNCT
cana-3199	90	4	the	the	DET
cana-3199	90	5	data	datum	NOUN
cana-3199	90	6	related	relate	VERB
cana-3199	90	7	to	to	ADP
cana-3199	90	8	different	different	ADJ
cana-3199	90	9	crop	crop	NOUN
cana-3199	90	10	prices	price	NOUN
cana-3199	90	11	related	relate	VERB
cana-3199	90	12	to	to	ADP
cana-3199	90	13	each	each	DET
cana-3199	90	14	variety	variety	NOUN
cana-3199	90	15	of	of	ADP
cana-3199	90	16	crop	crop	NOUN
cana-3199	90	17	was	be	AUX
cana-3199	90	18	collected	collect	VERB
cana-3199	90	19	for	for	ADP
cana-3199	90	20	all	all	DET
cana-3199	90	21	districts	district	NOUN
cana-3199	90	22	of	of	ADP
cana-3199	90	23	maharashtra	maharashtra	PROPN
cana-3199	91	1	[	[	X
cana-3199	91	2	13	13	NUM
cana-3199	91	3	]	]	PUNCT
cana-3199	91	4	.	.	PUNCT
cana-3199	92	1	the	the	DET
cana-3199	92	2	data	datum	NOUN
cana-3199	92	3	was	be	AUX
cana-3199	92	4	collected	collect	VERB
cana-3199	92	5	from	from	ADP
cana-3199	92	6	scraping	scrape	VERB
cana-3199	92	7	data	datum	NOUN
cana-3199	92	8	through	through	ADP
cana-3199	92	9	wikipedia	wikipedia	PROPN
cana-3199	92	10	and	and	CCONJ
cana-3199	92	11	mandi	mandi	PROPN
cana-3199	92	12	api	api	PROPN
cana-3199	92	13	,	,	PUNCT
cana-3199	92	14	a	a	DET
cana-3199	92	15	platform	platform	NOUN
cana-3199	92	16	where	where	SCONJ
cana-3199	92	17	all	all	DET
cana-3199	92	18	the	the	DET
cana-3199	92	19	prices	price	NOUN
cana-3199	92	20	related	relate	VERB
cana-3199	92	21	to	to	ADP
cana-3199	92	22	stocks	stock	NOUN
cana-3199	92	23	and	and	CCONJ
cana-3199	92	24	vegetables	vegetable	NOUN
cana-3199	92	25	are	be	AUX
cana-3199	92	26	listed	list	VERB
cana-3199	92	27	.	.	PUNCT
cana-3199	93	1	b.	b.	PROPN
cana-3199	93	2	algorithms	algorithms	PROPN
cana-3199	93	3	applied	apply	VERB
cana-3199	93	4	cnn	cnn	PROPN
cana-3199	93	5	(	(	PUNCT
cana-3199	93	6	convolution	convolution	NOUN
cana-3199	93	7	neural	neural	ADJ
cana-3199	93	8	network	network	NOUN
cana-3199	93	9	):	):	PUNCT
cana-3199	93	10	a	a	DET
cana-3199	93	11	specialized	specialized	ADJ
cana-3199	93	12	type	type	NOUN
cana-3199	93	13	of	of	ADP
cana-3199	93	14	artificial	artificial	ADJ
cana-3199	93	15	neural	neural	ADJ
cana-3199	93	16	network	network	NOUN
cana-3199	93	17	designed	design	VERB
cana-3199	93	18	for	for	ADP
cana-3199	93	19	processing	processing	NOUN
cana-3199	93	20	and	and	CCONJ
cana-3199	93	21	analyzing	analyze	VERB
cana-3199	93	22	visual	visual	ADJ
cana-3199	93	23	data	datum	NOUN
cana-3199	93	24	,	,	PUNCT
cana-3199	93	25	such	such	ADJ
cana-3199	93	26	as	as	ADP
cana-3199	93	27	images	image	NOUN
cana-3199	93	28	and	and	CCONJ
cana-3199	93	29	video	video	NOUN
cana-3199	94	1	[	[	X
cana-3199	94	2	14	14	NUM
cana-3199	94	3	]	]	PUNCT
cana-3199	94	4	.	.	PUNCT
cana-3199	95	1	functionality	functionality	NOUN
cana-3199	95	2	:	:	PUNCT
cana-3199	95	3	utilizes	utilize	VERB
cana-3199	95	4	layers	layer	NOUN
cana-3199	95	5	of	of	ADP
cana-3199	95	6	convolution	convolution	NOUN
cana-3199	95	7	,	,	PUNCT
cana-3199	95	8	pooling	pooling	NOUN
cana-3199	95	9	,	,	PUNCT
cana-3199	95	10	and	and	CCONJ
cana-3199	95	11	fully	fully	ADV
cana-3199	95	12	connected	connected	ADJ
cana-3199	95	13	layers	layer	NOUN
cana-3199	95	14	to	to	PART
cana-3199	95	15	extract	extract	VERB
cana-3199	95	16	features	feature	NOUN
cana-3199	95	17	,	,	PUNCT
cana-3199	95	18	commonly	commonly	ADV
cana-3199	95	19	used	use	VERB
cana-3199	95	20	for	for	ADP
cana-3199	95	21	tasks	task	NOUN
cana-3199	95	22	like	like	ADP
cana-3199	95	23	image	image	NOUN
cana-3199	95	24	recognition	recognition	NOUN
cana-3199	95	25	and	and	CCONJ
cana-3199	95	26	object	object	VERB
cana-3199	95	27	detection	detection	NOUN
cana-3199	95	28	.	.	PUNCT
cana-3199	96	1	linear	linear	ADJ
cana-3199	96	2	svm	svm	PROPN
cana-3199	96	3	(	(	PUNCT
cana-3199	96	4	support	support	NOUN
cana-3199	96	5	vector	vector	NOUN
cana-3199	96	6	machine	machine	NOUN
cana-3199	96	7	):	):	PUNCT
cana-3199	96	8	a	a	DET
cana-3199	96	9	machine	machine	NOUN
cana-3199	96	10	learning	learn	VERB
cana-3199	96	11	algorithm	algorithm	NOUN
cana-3199	96	12	that	that	PRON
cana-3199	96	13	separates	separate	VERB
cana-3199	96	14	data	datum	NOUN
cana-3199	96	15	into	into	ADP
cana-3199	96	16	different	different	ADJ
cana-3199	96	17	categories	category	NOUN
cana-3199	96	18	using	use	VERB
cana-3199	96	19	a	a	DET
cana-3199	96	20	straight	straight	ADJ
cana-3199	96	21	line	line	NOUN
cana-3199	96	22	(	(	PUNCT
cana-3199	96	23	or	or	CCONJ
cana-3199	96	24	hyperplane	hyperplane	NOUN
cana-3199	96	25	in	in	ADP
cana-3199	96	26	higher	high	ADJ
cana-3199	96	27	dimensions	dimension	NOUN
cana-3199	96	28	)	)	PUNCT
cana-3199	96	29	.	.	PUNCT
cana-3199	97	1	functionality	functionality	NOUN
cana-3199	97	2	:	:	PUNCT
cana-3199	97	3	aims	aim	VERB
cana-3199	97	4	to	to	PART
cana-3199	97	5	maximize	maximize	VERB
cana-3199	97	6	the	the	DET
cana-3199	97	7	margin	margin	NOUN
cana-3199	97	8	between	between	ADP
cana-3199	97	9	categories	category	NOUN
cana-3199	97	10	,	,	PUNCT
cana-3199	97	11	suitable	suitable	ADJ
cana-3199	97	12	for	for	ADP
cana-3199	97	13	data	datum	NOUN
cana-3199	97	14	that	that	PRON
cana-3199	97	15	can	can	AUX
cana-3199	97	16	be	be	AUX
cana-3199	97	17	separated	separate	VERB
cana-3199	97	18	with	with	ADP
cana-3199	97	19	a	a	DET
cana-3199	97	20	straight	straight	ADJ
cana-3199	97	21	line	line	NOUN
cana-3199	97	22	,	,	PUNCT
cana-3199	97	23	commonly	commonly	ADV
cana-3199	97	24	used	use	VERB
cana-3199	97	25	for	for	ADP
cana-3199	97	26	classification	classification	NOUN
cana-3199	97	27	tasks	task	NOUN
cana-3199	97	28	[	[	X
cana-3199	97	29	15	15	NUM
cana-3199	97	30	]	]	PUNCT
cana-3199	97	31	.	.	PUNCT
cana-3199	98	1	decision	decision	NOUN
cana-3199	98	2	tree	tree	NOUN
cana-3199	98	3	:	:	PUNCT
cana-3199	98	4	a	a	DET
cana-3199	98	5	machine	machine	NOUN
cana-3199	98	6	learning	learn	VERB
cana-3199	98	7	algorithm	algorithm	NOUN
cana-3199	98	8	that	that	PRON
cana-3199	98	9	uses	use	VERB
cana-3199	98	10	a	a	DET
cana-3199	98	11	tree	tree	NOUN
cana-3199	98	12	-	-	PUNCT
cana-3199	98	13	like	like	ADJ
cana-3199	98	14	structure	structure	NOUN
cana-3199	98	15	to	to	PART
cana-3199	98	16	make	make	VERB
cana-3199	98	17	decisions	decision	NOUN
cana-3199	98	18	and	and	CCONJ
cana-3199	98	19	classify	classify	VERB
cana-3199	98	20	or	or	CCONJ
cana-3199	98	21	predict	predict	VERB
cana-3199	98	22	data	datum	NOUN
cana-3199	98	23	[	[	X
cana-3199	98	24	16	16	NUM
cana-3199	98	25	]	]	PUNCT
cana-3199	98	26	.	.	PUNCT
cana-3199	99	1	functionality	functionality	NOUN
cana-3199	99	2	:	:	PUNCT
cana-3199	99	3	breaks	break	VERB
cana-3199	99	4	down	down	ADP
cana-3199	99	5	data	datum	NOUN
cana-3199	99	6	based	base	VERB
cana-3199	99	7	on	on	ADP
cana-3199	99	8	features	feature	NOUN
cana-3199	99	9	,	,	PUNCT
cana-3199	99	10	assigning	assign	VERB
cana-3199	99	11	categories	category	NOUN
cana-3199	99	12	or	or	CCONJ
cana-3199	99	13	values	value	NOUN
cana-3199	99	14	at	at	ADP
cana-3199	99	15	each	each	DET
cana-3199	99	16	branch	branch	NOUN
cana-3199	99	17	,	,	PUNCT
cana-3199	99	18	making	make	VERB
cana-3199	99	19	it	it	PRON
cana-3199	99	20	easy	easy	ADJ
cana-3199	99	21	to	to	PART
cana-3199	99	22	understand	understand	VERB
cana-3199	99	23	and	and	CCONJ
cana-3199	99	24	interpret	interpret	VERB
cana-3199	99	25	.	.	PUNCT
cana-3199	100	1	ann	ann	PROPN
cana-3199	100	2	(	(	PUNCT
cana-3199	100	3	artificial	artificial	ADJ
cana-3199	100	4	neural	neural	ADJ
cana-3199	100	5	network	network	NOUN
cana-3199	100	6	):	):	PUNCT
cana-3199	100	7	machine	machine	NOUN
cana-3199	100	8	learning	learning	NOUN
cana-3199	100	9	models	model	NOUN
cana-3199	100	10	inspired	inspire	VERB
cana-3199	100	11	by	by	ADP
cana-3199	100	12	the	the	DET
cana-3199	100	13	human	human	ADJ
cana-3199	100	14	brain	brain	NOUN
cana-3199	100	15	,	,	PUNCT
cana-3199	100	16	consisting	consist	VERB
cana-3199	100	17	of	of	ADP
cana-3199	100	18	layers	layer	NOUN
cana-3199	100	19	of	of	ADP
cana-3199	100	20	interconnected	interconnected	ADJ
cana-3199	100	21	nodes	node	NOUN
cana-3199	100	22	(	(	PUNCT
cana-3199	100	23	neurons	neuron	NOUN
cana-3199	100	24	)	)	PUNCT
cana-3199	101	1	[	[	X
cana-3199	101	2	17	17	NUM
cana-3199	101	3	]	]	PUNCT
cana-3199	101	4	.	.	PUNCT
cana-3199	102	1	used	use	VERB
cana-3199	102	2	for	for	ADP
cana-3199	102	3	tasks	task	NOUN
cana-3199	102	4	like	like	ADP
cana-3199	102	5	image	image	NOUN
cana-3199	102	6	recognition	recognition	NOUN
cana-3199	102	7	and	and	CCONJ
cana-3199	102	8	natural	natural	ADJ
cana-3199	102	9	language	language	NOUN
cana-3199	102	10	processing	processing	NOUN
cana-3199	102	11	,	,	PUNCT
cana-3199	102	12	it	it	PRON
cana-3199	102	13	learns	learn	VERB
cana-3199	102	14	from	from	ADP
cana-3199	102	15	data	datum	NOUN
cana-3199	102	16	through	through	ADP
cana-3199	102	17	a	a	DET
cana-3199	102	18	training	training	NOUN
cana-3199	102	19	process	process	NOUN
cana-3199	102	20	,	,	PUNCT
cana-3199	102	21	versatile	versatile	ADJ
cana-3199	102	22	but	but	CCONJ
cana-3199	102	23	may	may	AUX
cana-3199	102	24	require	require	VERB
cana-3199	102	25	substantial	substantial	ADJ
cana-3199	102	26	data	datum	NOUN
cana-3199	102	27	and	and	CCONJ
cana-3199	102	28	computation	computation	NOUN
cana-3199	102	29	.	.	PUNCT
cana-3199	103	1	communications	communication	NOUN
cana-3199	103	2	on	on	ADP
cana-3199	103	3	applied	apply	VERB
cana-3199	103	4	nonlinear	nonlinear	ADJ
cana-3199	103	5	analysis	analysis	NOUN
cana-3199	103	6	issn	issn	NOUN
cana-3199	103	7	:	:	PUNCT
cana-3199	103	8	1074	1074	NUM
cana-3199	103	9	-	-	PUNCT
cana-3199	103	10	133x	133x	NUM
cana-3199	103	11	vol	vol	NOUN
cana-3199	103	12	32	32	NUM
cana-3199	103	13	no	no	NOUN
cana-3199	103	14	.	.	PUNCT
cana-3199	104	1	5s	5s	NUM
cana-3199	104	2	(	(	PUNCT
cana-3199	104	3	2025	2025	NUM
cana-3199	104	4	)	)	PUNCT
cana-3199	104	5	600	600	NUM
cana-3199	104	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	104	7	fig	fig	NOUN
cana-3199	104	8	.	.	PUNCT
cana-3199	105	1	2	2	NUM
cana-3199	105	2	.	.	X
cana-3199	105	3	schematic	schematic	ADJ
cana-3199	105	4	diagram	diagram	NOUN
cana-3199	105	5	c.	c.	PROPN
cana-3199	105	6	flow	flow	PROPN
cana-3199	105	7	diagram	diagram	PROPN
cana-3199	105	8	fig	fig	NOUN
cana-3199	105	9	.	.	PUNCT
cana-3199	106	1	3	3	X
cana-3199	106	2	.	.	X
cana-3199	106	3	flow	flow	NOUN
cana-3199	106	4	diagram	diagram	NOUN
cana-3199	106	5	account	account	NOUN
cana-3199	106	6	creation	creation	NOUN
cana-3199	106	7	/	/	SYM
cana-3199	106	8	login	login	NOUN
cana-3199	106	9	:	:	PUNCT
cana-3199	106	10	farmers	farmer	NOUN
cana-3199	106	11	initiate	initiate	VERB
cana-3199	106	12	the	the	DET
cana-3199	106	13	process	process	NOUN
cana-3199	106	14	by	by	ADP
cana-3199	106	15	creating	create	VERB
cana-3199	106	16	a	a	DET
cana-3199	106	17	new	new	ADJ
cana-3199	106	18	account	account	NOUN
cana-3199	106	19	or	or	CCONJ
cana-3199	106	20	logging	log	VERB
cana-3199	106	21	into	into	ADP
cana-3199	106	22	their	their	PRON
cana-3199	106	23	existing	exist	VERB
cana-3199	106	24	one	one	NOUN
cana-3199	106	25	to	to	PART
cana-3199	106	26	access	access	VERB
cana-3199	106	27	crop	crop	NOUN
cana-3199	106	28	recommendation	recommendation	NOUN
cana-3199	106	29	parameters	parameter	NOUN
cana-3199	106	30	and	and	CCONJ
cana-3199	106	31	select	select	ADJ
cana-3199	106	32	crops	crop	NOUN
cana-3199	106	33	.	.	PUNCT
cana-3199	107	1	profile	profile	VERB
cana-3199	107	2	review	review	NOUN
cana-3199	107	3	and	and	CCONJ
cana-3199	107	4	update	update	VERB
cana-3199	107	5	:	:	PUNCT
cana-3199	107	6	upon	upon	SCONJ
cana-3199	107	7	logging	log	VERB
cana-3199	107	8	in	in	ADP
cana-3199	107	9	,	,	PUNCT
cana-3199	107	10	farmers	farmer	NOUN
cana-3199	107	11	have	have	VERB
cana-3199	107	12	the	the	DET
cana-3199	107	13	option	option	NOUN
cana-3199	107	14	to	to	PART
cana-3199	107	15	review	review	VERB
cana-3199	107	16	and	and	CCONJ
cana-3199	107	17	update	update	VERB
cana-3199	107	18	their	their	PRON
cana-3199	107	19	profiles	profile	NOUN
cana-3199	107	20	,	,	PUNCT
cana-3199	107	21	ensuring	ensure	VERB
cana-3199	107	22	that	that	SCONJ
cana-3199	107	23	their	their	PRON
cana-3199	107	24	information	information	NOUN
cana-3199	107	25	is	be	AUX
cana-3199	107	26	current	current	ADJ
cana-3199	107	27	and	and	CCONJ
cana-3199	107	28	accurate	accurate	ADJ
cana-3199	107	29	.	.	PUNCT
cana-3199	108	1	crop	crop	NOUN
cana-3199	108	2	selection	selection	NOUN
cana-3199	108	3	:	:	PUNCT
cana-3199	108	4	utilizing	utilize	VERB
cana-3199	108	5	various	various	ADJ
cana-3199	108	6	criteria	criterion	NOUN
cana-3199	108	7	such	such	ADJ
cana-3199	108	8	as	as	ADP
cana-3199	108	9	climate	climate	NOUN
cana-3199	108	10	,	,	PUNCT
cana-3199	108	11	soil	soil	NOUN
cana-3199	108	12	type	type	NOUN
cana-3199	108	13	,	,	PUNCT
cana-3199	108	14	water	water	NOUN
cana-3199	108	15	availability	availability	NOUN
cana-3199	108	16	,	,	PUNCT
cana-3199	108	17	and	and	CCONJ
cana-3199	108	18	market	market	NOUN
cana-3199	108	19	demand	demand	NOUN
cana-3199	108	20	,	,	PUNCT
cana-3199	108	21	farmers	farmer	NOUN
cana-3199	108	22	select	select	VERB
cana-3199	108	23	the	the	DET
cana-3199	108	24	crops	crop	NOUN
cana-3199	108	25	they	they	PRON
cana-3199	108	26	wish	wish	VERB
cana-3199	108	27	to	to	PART
cana-3199	108	28	cultivate	cultivate	VERB
cana-3199	108	29	.	.	PUNCT
cana-3199	109	1	communications	communication	NOUN
cana-3199	109	2	on	on	ADP
cana-3199	109	3	applied	apply	VERB
cana-3199	109	4	nonlinear	nonlinear	ADJ
cana-3199	109	5	analysis	analysis	NOUN
cana-3199	109	6	issn	issn	NOUN
cana-3199	109	7	:	:	PUNCT
cana-3199	109	8	1074	1074	NUM
cana-3199	109	9	-	-	PUNCT
cana-3199	109	10	133x	133x	NUM
cana-3199	109	11	vol	vol	NOUN
cana-3199	109	12	32	32	NUM
cana-3199	109	13	no	no	NOUN
cana-3199	109	14	.	.	PUNCT
cana-3199	110	1	5s	5s	NUM
cana-3199	110	2	(	(	PUNCT
cana-3199	110	3	2025	2025	NUM
cana-3199	110	4	)	)	PUNCT
cana-3199	110	5	601	601	NUM
cana-3199	110	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	110	7	order	order	NOUN
cana-3199	110	8	placement	placement	NOUN
cana-3199	110	9	:	:	PUNCT
cana-3199	110	10	once	once	SCONJ
cana-3199	110	11	the	the	DET
cana-3199	110	12	crop	crop	NOUN
cana-3199	110	13	selection	selection	NOUN
cana-3199	110	14	is	be	AUX
cana-3199	110	15	made	make	VERB
cana-3199	110	16	,	,	PUNCT
cana-3199	110	17	farmers	farmer	NOUN
cana-3199	110	18	can	can	AUX
cana-3199	110	19	proceed	proceed	VERB
cana-3199	110	20	to	to	PART
cana-3199	110	21	place	place	VERB
cana-3199	110	22	orders	order	NOUN
cana-3199	110	23	for	for	ADP
cana-3199	110	24	seeds	seed	NOUN
cana-3199	110	25	or	or	CCONJ
cana-3199	110	26	seedlings	seedling	NOUN
cana-3199	110	27	,	,	PUNCT
cana-3199	110	28	facilitating	facilitate	VERB
cana-3199	110	29	the	the	DET
cana-3199	110	30	commencement	commencement	NOUN
cana-3199	110	31	of	of	ADP
cana-3199	110	32	the	the	DET
cana-3199	110	33	cultivation	cultivation	NOUN
cana-3199	110	34	process	process	NOUN
cana-3199	110	35	.	.	PUNCT
cana-3199	111	1	order	order	NOUN
cana-3199	111	2	tracking	tracking	NOUN
cana-3199	111	3	:	:	PUNCT
cana-3199	111	4	farmers	farmer	NOUN
cana-3199	111	5	can	can	AUX
cana-3199	111	6	track	track	VERB
cana-3199	111	7	the	the	DET
cana-3199	111	8	status	status	NOUN
cana-3199	111	9	of	of	ADP
cana-3199	111	10	their	their	PRON
cana-3199	111	11	orders	order	NOUN
cana-3199	111	12	,	,	PUNCT
cana-3199	111	13	ensuring	ensure	VERB
cana-3199	111	14	transparency	transparency	NOUN
cana-3199	111	15	and	and	CCONJ
cana-3199	111	16	timely	timely	ADJ
cana-3199	111	17	delivery	delivery	NOUN
cana-3199	111	18	of	of	ADP
cana-3199	111	19	essential	essential	ADJ
cana-3199	111	20	agricultural	agricultural	ADJ
cana-3199	111	21	inputs	input	NOUN
cana-3199	111	22	.	.	PUNCT
cana-3199	112	1	crop	crop	NOUN
cana-3199	112	2	progress	progress	NOUN
cana-3199	112	3	monitoring	monitor	VERB
cana-3199	112	4	:	:	PUNCT
cana-3199	112	5	throughout	throughout	ADP
cana-3199	112	6	the	the	DET
cana-3199	112	7	cultivation	cultivation	NOUN
cana-3199	112	8	process	process	NOUN
cana-3199	112	9	,	,	PUNCT
cana-3199	112	10	farmers	farmer	NOUN
cana-3199	112	11	have	have	VERB
cana-3199	112	12	the	the	DET
cana-3199	112	13	capability	capability	NOUN
cana-3199	112	14	to	to	PART
cana-3199	112	15	monitor	monitor	VERB
cana-3199	112	16	the	the	DET
cana-3199	112	17	progress	progress	NOUN
cana-3199	112	18	of	of	ADP
cana-3199	112	19	their	their	PRON
cana-3199	112	20	crops	crop	NOUN
cana-3199	112	21	.	.	PUNCT
cana-3199	113	1	in	in	ADP
cana-3199	113	2	case	case	NOUN
cana-3199	113	3	of	of	ADP
cana-3199	113	4	any	any	DET
cana-3199	113	5	issues	issue	NOUN
cana-3199	113	6	,	,	PUNCT
cana-3199	113	7	real	real	ADJ
cana-3199	113	8	-	-	PUNCT
cana-3199	113	9	time	time	NOUN
cana-3199	113	10	farm	farm	NOUN
cana-3199	113	11	videos	video	NOUN
cana-3199	113	12	and	and	CCONJ
cana-3199	113	13	imagery	imagery	NOUN
cana-3199	113	14	are	be	AUX
cana-3199	113	15	available	available	ADJ
cana-3199	113	16	to	to	PART
cana-3199	113	17	aid	aid	VERB
cana-3199	113	18	in	in	ADP
cana-3199	113	19	diagnosis	diagnosis	NOUN
cana-3199	113	20	and	and	CCONJ
cana-3199	113	21	resolution	resolution	NOUN
cana-3199	113	22	.	.	PUNCT
cana-3199	114	1	marketplace	marketplace	NOUN
cana-3199	114	2	exploration	exploration	NOUN
cana-3199	114	3	:	:	PUNCT
cana-3199	114	4	the	the	DET
cana-3199	114	5	system	system	NOUN
cana-3199	114	6	offers	offer	VERB
cana-3199	114	7	a	a	DET
cana-3199	114	8	marketplace	marketplace	NOUN
cana-3199	114	9	exploration	exploration	NOUN
cana-3199	114	10	feature	feature	NOUN
cana-3199	114	11	,	,	PUNCT
cana-3199	114	12	empowering	empower	VERB
cana-3199	114	13	farmers	farmer	NOUN
cana-3199	114	14	to	to	PART
cana-3199	114	15	explore	explore	VERB
cana-3199	114	16	different	different	ADJ
cana-3199	114	17	markets	market	NOUN
cana-3199	114	18	,	,	PUNCT
cana-3199	114	19	view	view	VERB
cana-3199	114	20	real	real	ADJ
cana-3199	114	21	-	-	PUNCT
cana-3199	114	22	time	time	NOUN
cana-3199	114	23	crop	crop	NOUN
cana-3199	114	24	values	value	NOUN
cana-3199	114	25	,	,	PUNCT
cana-3199	114	26	and	and	CCONJ
cana-3199	114	27	stay	stay	VERB
cana-3199	114	28	informed	informed	ADJ
cana-3199	114	29	about	about	ADP
cana-3199	114	30	crop	crop	NOUN
cana-3199	114	31	demand	demand	NOUN
cana-3199	114	32	and	and	CCONJ
cana-3199	114	33	trends	trend	NOUN
cana-3199	114	34	.	.	PUNCT
cana-3199	115	1	by	by	ADP
cana-3199	115	2	facilitating	facilitate	VERB
cana-3199	115	3	informed	informed	ADJ
cana-3199	115	4	decision	decision	NOUN
cana-3199	115	5	-	-	PUNCT
cana-3199	115	6	making	make	VERB
cana-3199	115	7	and	and	CCONJ
cana-3199	115	8	efficient	efficient	ADJ
cana-3199	115	9	crop	crop	NOUN
cana-3199	115	10	management	management	NOUN
cana-3199	115	11	,	,	PUNCT
cana-3199	115	12	this	this	DET
cana-3199	115	13	comprehensive	comprehensive	ADJ
cana-3199	115	14	process	process	NOUN
cana-3199	115	15	ensures	ensure	VERB
cana-3199	115	16	optimal	optimal	ADJ
cana-3199	115	17	outcomes	outcome	NOUN
cana-3199	115	18	for	for	ADP
cana-3199	115	19	farmers	farmer	NOUN
cana-3199	115	20	in	in	ADP
cana-3199	115	21	their	their	PRON
cana-3199	115	22	agricultural	agricultural	ADJ
cana-3199	115	23	endeavors	endeavor	NOUN
cana-3199	115	24	.	.	PUNCT
cana-3199	116	1	d.	d.	PROPN
cana-3199	116	2	gui	gui	PROPN
cana-3199	116	3	outputs	outputs	PROPN
cana-3199	116	4	fig	fig	NOUN
cana-3199	116	5	.	.	PUNCT
cana-3199	117	1	4	4	NUM
cana-3199	117	2	:	:	PUNCT
cana-3199	117	3	home	home	NOUN
cana-3199	117	4	page	page	NOUN
cana-3199	117	5	fig	fig	NOUN
cana-3199	117	6	.	.	PUNCT
cana-3199	118	1	5	5	NUM
cana-3199	118	2	:	:	PUNCT
cana-3199	118	3	crop	crop	NOUN
cana-3199	118	4	planning	planning	NOUN
cana-3199	118	5	it	it	PRON
cana-3199	118	6	is	be	AUX
cana-3199	118	7	the	the	DET
cana-3199	118	8	main	main	ADJ
cana-3199	118	9	page	page	NOUN
cana-3199	118	10	of	of	ADP
cana-3199	118	11	the	the	DET
cana-3199	118	12	app	app	NOUN
cana-3199	118	13	.	.	PUNCT
cana-3199	119	1	it	it	PRON
cana-3199	119	2	consists	consist	VERB
cana-3199	119	3	of	of	ADP
cana-3199	119	4	all	all	DET
cana-3199	119	5	the	the	DET
cana-3199	119	6	features	feature	NOUN
cana-3199	119	7	of	of	ADP
cana-3199	119	8	the	the	DET
cana-3199	119	9	app	app	NOUN
cana-3199	119	10	.	.	PUNCT
cana-3199	120	1	it	it	PRON
cana-3199	120	2	has	have	VERB
cana-3199	120	3	crop	crop	NOUN
cana-3199	120	4	planning	planning	NOUN
cana-3199	120	5	,	,	PUNCT
cana-3199	120	6	farmer	farmer	NOUN
cana-3199	120	7	market	market	NOUN
cana-3199	120	8	,	,	PUNCT
cana-3199	120	9	schemes	scheme	NOUN
cana-3199	120	10	,	,	PUNCT
cana-3199	120	11	crop	crop	NOUN
cana-3199	120	12	practices	practice	NOUN
cana-3199	120	13	,	,	PUNCT
cana-3199	120	14	crop	crop	NOUN
cana-3199	120	15	calendar	calendar	NOUN
cana-3199	120	16	and	and	CCONJ
cana-3199	120	17	rental	rental	ADJ
cana-3199	120	18	tools	tool	NOUN
cana-3199	120	19	.	.	PUNCT
cana-3199	121	1	the	the	DET
cana-3199	121	2	app	app	NOUN
cana-3199	121	3	also	also	ADV
cana-3199	121	4	has	have	VERB
cana-3199	121	5	multilingual	multilingual	ADJ
cana-3199	121	6	support	support	NOUN
cana-3199	121	7	.	.	PUNCT
cana-3199	122	1	crop	crop	NOUN
cana-3199	122	2	planning	planning	NOUN
cana-3199	122	3	:	:	PUNCT
cana-3199	122	4	it	it	PRON
cana-3199	122	5	is	be	AUX
cana-3199	122	6	a	a	DET
cana-3199	122	7	crop	crop	NOUN
cana-3199	122	8	detection	detection	NOUN
cana-3199	122	9	screen	screen	NOUN
cana-3199	122	10	where	where	SCONJ
cana-3199	122	11	farmers	farmer	NOUN
cana-3199	122	12	can	can	AUX
cana-3199	122	13	add	add	VERB
cana-3199	122	14	soil	soil	NOUN
cana-3199	122	15	and	and	CCONJ
cana-3199	122	16	weather	weather	NOUN
cana-3199	122	17	conditions	condition	NOUN
cana-3199	122	18	on	on	ADP
cana-3199	122	19	it	it	PRON
cana-3199	122	20	.	.	PUNCT
cana-3199	123	1	the	the	DET
cana-3199	123	2	model	model	NOUN
cana-3199	123	3	will	will	AUX
cana-3199	123	4	then	then	ADV
cana-3199	123	5	recommend	recommend	VERB
cana-3199	123	6	crops	crop	NOUN
cana-3199	123	7	based	base	VERB
cana-3199	123	8	on	on	ADP
cana-3199	123	9	the	the	DET
cana-3199	123	10	trained	train	VERB
cana-3199	123	11	model	model	NOUN
cana-3199	123	12	.	.	PUNCT
cana-3199	124	1	communications	communication	NOUN
cana-3199	124	2	on	on	ADP
cana-3199	124	3	applied	apply	VERB
cana-3199	124	4	nonlinear	nonlinear	ADJ
cana-3199	124	5	analysis	analysis	NOUN
cana-3199	124	6	issn	issn	NOUN
cana-3199	124	7	:	:	PUNCT
cana-3199	124	8	1074	1074	NUM
cana-3199	124	9	-	-	PUNCT
cana-3199	124	10	133x	133x	NUM
cana-3199	124	11	vol	vol	NOUN
cana-3199	124	12	32	32	NUM
cana-3199	124	13	no	no	NOUN
cana-3199	124	14	.	.	PUNCT
cana-3199	125	1	5s	5s	NUM
cana-3199	125	2	(	(	PUNCT
cana-3199	125	3	2025	2025	NUM
cana-3199	125	4	)	)	PUNCT
cana-3199	125	5	602	602	NUM
cana-3199	125	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	125	7	fig	fig	NOUN
cana-3199	125	8	7	7	NUM
cana-3199	125	9	:	:	PUNCT
cana-3199	125	10	schemes	scheme	NOUN
cana-3199	125	11	screen	screen	NOUN
cana-3199	125	12	fig	fig	NOUN
cana-3199	125	13	8	8	NUM
cana-3199	125	14	:	:	PUNCT
cana-3199	125	15	farmer	farmer	NOUN
cana-3199	125	16	tools	tool	NOUN
cana-3199	125	17	screen	screen	NOUN
cana-3199	125	18	scheme	scheme	NOUN
cana-3199	125	19	screen	screen	NOUN
cana-3199	125	20	:	:	PUNCT
cana-3199	125	21	the	the	DET
cana-3199	125	22	scheme	scheme	NOUN
cana-3199	125	23	page	page	NOUN
cana-3199	125	24	consists	consist	VERB
cana-3199	125	25	of	of	ADP
cana-3199	125	26	all	all	DET
cana-3199	125	27	the	the	DET
cana-3199	125	28	latest	late	ADJ
cana-3199	125	29	schemes	scheme	NOUN
cana-3199	125	30	by	by	ADP
cana-3199	125	31	the	the	DET
cana-3199	125	32	government	government	NOUN
cana-3199	125	33	of	of	ADP
cana-3199	125	34	india	india	PROPN
cana-3199	125	35	.	.	PUNCT
cana-3199	126	1	they	they	PRON
cana-3199	126	2	are	be	AUX
cana-3199	126	3	supported	support	VERB
cana-3199	126	4	in	in	ADP
cana-3199	126	5	different	different	ADJ
cana-3199	126	6	languages	language	NOUN
cana-3199	126	7	.	.	PUNCT
cana-3199	127	1	it	it	PRON
cana-3199	127	2	consists	consist	VERB
cana-3199	127	3	of	of	ADP
cana-3199	127	4	scheme	scheme	NOUN
cana-3199	127	5	name	name	NOUN
cana-3199	127	6	and	and	CCONJ
cana-3199	127	7	its	its	PRON
cana-3199	127	8	description	description	NOUN
cana-3199	127	9	.	.	PUNCT
cana-3199	128	1	when	when	SCONJ
cana-3199	128	2	a	a	DET
cana-3199	128	3	user	user	NOUN
cana-3199	128	4	clicks	click	VERB
cana-3199	128	5	on	on	ADP
cana-3199	128	6	link	link	NOUN
cana-3199	128	7	it	it	PRON
cana-3199	128	8	opens	open	VERB
cana-3199	128	9	the	the	DET
cana-3199	128	10	registration	registration	NOUN
cana-3199	128	11	page	page	NOUN
cana-3199	128	12	of	of	ADP
cana-3199	128	13	that	that	DET
cana-3199	128	14	scheme	scheme	NOUN
cana-3199	128	15	.	.	PUNCT
cana-3199	129	1	farmer	farmer	NOUN
cana-3199	129	2	tools	tool	NOUN
cana-3199	129	3	screen	screen	NOUN
cana-3199	129	4	:	:	PUNCT
cana-3199	129	5	it	it	PRON
cana-3199	129	6	consists	consist	VERB
cana-3199	129	7	of	of	ADP
cana-3199	129	8	rental	rental	ADJ
cana-3199	129	9	tools	tool	NOUN
cana-3199	129	10	for	for	ADP
cana-3199	129	11	farming	farming	NOUN
cana-3199	129	12	.	.	PUNCT
cana-3199	130	1	the	the	DET
cana-3199	130	2	farmer	farmer	NOUN
cana-3199	130	3	can	can	AUX
cana-3199	130	4	rent	rent	VERB
cana-3199	130	5	a	a	DET
cana-3199	130	6	tool	tool	NOUN
cana-3199	130	7	and	and	CCONJ
cana-3199	130	8	return	return	VERB
cana-3199	130	9	when	when	SCONJ
cana-3199	130	10	not	not	PART
cana-3199	130	11	in	in	ADP
cana-3199	130	12	use	use	NOUN
cana-3199	130	13	.	.	PUNCT
cana-3199	131	1	the	the	DET
cana-3199	131	2	page	page	NOUN
cana-3199	131	3	contains	contain	VERB
cana-3199	131	4	tool	tool	NOUN
cana-3199	131	5	name	name	NOUN
cana-3199	131	6	,	,	PUNCT
cana-3199	131	7	model	model	NOUN
cana-3199	131	8	name	name	NOUN
cana-3199	131	9	,	,	PUNCT
cana-3199	131	10	price	price	NOUN
cana-3199	131	11	per	per	ADP
cana-3199	131	12	day	day	NOUN
cana-3199	131	13	and	and	CCONJ
cana-3199	131	14	phone	phone	NOUN
cana-3199	131	15	number	number	NOUN
cana-3199	131	16	.	.	PUNCT
cana-3199	132	1	fig	fig	NOUN
cana-3199	132	2	.	.	PUNCT
cana-3199	133	1	9	9	NUM
cana-3199	133	2	:	:	PUNCT
cana-3199	133	3	farmer	farmer	NOUN
cana-3199	133	4	market	market	NOUN
cana-3199	133	5	screen	screen	NOUN
cana-3199	133	6	fig	fig	NOUN
cana-3199	133	7	.	.	PUNCT
cana-3199	134	1	10	10	NUM
cana-3199	134	2	:	:	PUNCT
cana-3199	134	3	add	add	VERB
cana-3199	134	4	tools	tool	NOUN
cana-3199	134	5	screen	screen	NOUN
cana-3199	134	6	farmer	farmer	NOUN
cana-3199	134	7	market	market	NOUN
cana-3199	134	8	screen	screen	NOUN
cana-3199	134	9	:	:	PUNCT
cana-3199	134	10	it	it	PRON
cana-3199	134	11	consists	consist	VERB
cana-3199	134	12	of	of	ADP
cana-3199	134	13	prices	price	NOUN
cana-3199	134	14	of	of	ADP
cana-3199	134	15	all	all	DET
cana-3199	134	16	varieties	variety	NOUN
cana-3199	134	17	of	of	ADP
cana-3199	134	18	tomato	tomato	NOUN
cana-3199	134	19	for	for	ADP
cana-3199	134	20	all	all	DET
cana-3199	134	21	districts	district	NOUN
cana-3199	134	22	in	in	ADP
cana-3199	134	23	maharashtra	maharashtra	PROPN
cana-3199	134	24	.	.	PUNCT
cana-3199	135	1	it	it	PRON
cana-3199	135	2	displays	display	VERB
cana-3199	135	3	the	the	DET
cana-3199	135	4	price	price	NOUN
cana-3199	135	5	of	of	ADP
cana-3199	135	6	crop	crop	NOUN
cana-3199	135	7	in	in	ADP
cana-3199	135	8	quintal	quintal	NOUN
cana-3199	135	9	for	for	SCONJ
cana-3199	135	10	each	each	DET
cana-3199	135	11	district	district	NOUN
cana-3199	135	12	communications	communication	NOUN
cana-3199	135	13	on	on	ADP
cana-3199	135	14	applied	apply	VERB
cana-3199	135	15	nonlinear	nonlinear	ADJ
cana-3199	135	16	analysis	analysis	NOUN
cana-3199	135	17	issn	issn	NOUN
cana-3199	135	18	:	:	PUNCT
cana-3199	135	19	1074	1074	NUM
cana-3199	135	20	-	-	PUNCT
cana-3199	135	21	133x	133x	NUM
cana-3199	135	22	vol	vol	NOUN
cana-3199	135	23	32	32	NUM
cana-3199	135	24	no	no	NOUN
cana-3199	135	25	.	.	PUNCT
cana-3199	136	1	5s	5s	NUM
cana-3199	136	2	(	(	PUNCT
cana-3199	136	3	2025	2025	NUM
cana-3199	136	4	)	)	PUNCT
cana-3199	136	5	603	603	NUM
cana-3199	137	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	137	2	add	add	VERB
cana-3199	137	3	tools	tool	NOUN
cana-3199	137	4	screen	screen	NOUN
cana-3199	137	5	:	:	PUNCT
cana-3199	137	6	in	in	ADP
cana-3199	137	7	this	this	DET
cana-3199	137	8	screen	screen	NOUN
cana-3199	137	9	the	the	DET
cana-3199	137	10	user	user	NOUN
cana-3199	137	11	can	can	AUX
cana-3199	137	12	add	add	VERB
cana-3199	137	13	tools	tool	NOUN
cana-3199	137	14	when	when	SCONJ
cana-3199	137	15	he	he	PRON
cana-3199	137	16	wants	want	VERB
cana-3199	137	17	to	to	PART
cana-3199	137	18	add	add	VERB
cana-3199	137	19	for	for	ADP
cana-3199	137	20	rental	rental	NOUN
cana-3199	137	21	.	.	PUNCT
cana-3199	138	1	the	the	DET
cana-3199	138	2	user	user	NOUN
cana-3199	138	3	can	can	AUX
cana-3199	138	4	enter	enter	VERB
cana-3199	138	5	the	the	DET
cana-3199	138	6	product	product	NOUN
cana-3199	138	7	name	name	NOUN
cana-3199	138	8	,	,	PUNCT
cana-3199	138	9	model	model	NOUN
cana-3199	138	10	name	name	NOUN
cana-3199	138	11	,	,	PUNCT
cana-3199	138	12	its	its	PRON
cana-3199	138	13	price	price	NOUN
cana-3199	138	14	per	per	ADP
cana-3199	138	15	day	day	NOUN
cana-3199	138	16	and	and	CCONJ
cana-3199	138	17	contact	contact	NOUN
cana-3199	138	18	number	number	NOUN
cana-3199	138	19	and	and	CCONJ
cana-3199	138	20	image	image	NOUN
cana-3199	138	21	of	of	ADP
cana-3199	138	22	the	the	DET
cana-3199	138	23	tool	tool	NOUN
cana-3199	138	24	.	.	PUNCT
cana-3199	139	1	iv	iv	X
cana-3199	139	2	.	.	PUNCT
cana-3199	139	3	results	result	NOUN
cana-3199	139	4	and	and	CCONJ
cana-3199	139	5	evaluations	evaluation	VERB
cana-3199	139	6	the	the	DET
cana-3199	139	7	disease	disease	NOUN
cana-3199	139	8	prediction	prediction	NOUN
cana-3199	139	9	model	model	NOUN
cana-3199	139	10	showcased	showcase	VERB
cana-3199	139	11	a	a	DET
cana-3199	139	12	notable	notable	ADJ
cana-3199	139	13	accuracy	accuracy	NOUN
cana-3199	139	14	rate	rate	NOUN
cana-3199	139	15	of	of	ADP
cana-3199	139	16	97	97	NUM
cana-3199	139	17	,	,	PUNCT
cana-3199	139	18	successfully	successfully	ADV
cana-3199	139	19	identifying	identify	VERB
cana-3199	139	20	various	various	ADJ
cana-3199	139	21	crop	crop	NOUN
cana-3199	139	22	diseases	disease	NOUN
cana-3199	139	23	.	.	PUNCT
cana-3199	140	1	additionally	additionally	ADV
cana-3199	140	2	,	,	PUNCT
cana-3199	140	3	the	the	DET
cana-3199	140	4	recommendation	recommendation	NOUN
cana-3199	140	5	engine	engine	NOUN
cana-3199	140	6	effectively	effectively	ADV
cana-3199	140	7	suggested	suggest	VERB
cana-3199	140	8	suitable	suitable	ADJ
cana-3199	140	9	tomato	tomato	NOUN
cana-3199	140	10	varieties	variety	NOUN
cana-3199	140	11	for	for	ADP
cana-3199	140	12	cultivation	cultivation	NOUN
cana-3199	140	13	,	,	PUNCT
cana-3199	140	14	utilizing	utilize	VERB
cana-3199	140	15	parameters	parameter	NOUN
cana-3199	140	16	such	such	ADJ
cana-3199	140	17	as	as	ADP
cana-3199	140	18	climate	climate	NOUN
cana-3199	140	19	,	,	PUNCT
cana-3199	140	20	soil	soil	NOUN
cana-3199	140	21	type	type	NOUN
cana-3199	140	22	,	,	PUNCT
cana-3199	140	23	and	and	CCONJ
cana-3199	140	24	market	market	NOUN
cana-3199	140	25	trends	trend	NOUN
cana-3199	140	26	.	.	PUNCT
cana-3199	141	1	through	through	ADP
cana-3199	141	2	rigorous	rigorous	ADJ
cana-3199	141	3	validation	validation	NOUN
cana-3199	141	4	and	and	CCONJ
cana-3199	141	5	comparison	comparison	NOUN
cana-3199	141	6	with	with	ADP
cana-3199	141	7	established	establish	VERB
cana-3199	141	8	benchmarks	benchmark	NOUN
cana-3199	141	9	,	,	PUNCT
cana-3199	141	10	the	the	DET
cana-3199	141	11	reliability	reliability	NOUN
cana-3199	141	12	and	and	CCONJ
cana-3199	141	13	efficacy	efficacy	NOUN
cana-3199	141	14	of	of	ADP
cana-3199	141	15	the	the	DET
cana-3199	141	16	models	model	NOUN
cana-3199	141	17	were	be	AUX
cana-3199	141	18	substantiated	substantiate	VERB
cana-3199	141	19	.	.	PUNCT
cana-3199	142	1	user	user	NOUN
cana-3199	142	2	feedback	feedback	NOUN
cana-3199	142	3	and	and	CCONJ
cana-3199	142	4	real	real	ADJ
cana-3199	142	5	-	-	PUNCT
cana-3199	142	6	world	world	NOUN
cana-3199	142	7	deployment	deployment	NOUN
cana-3199	142	8	scenarios	scenario	NOUN
cana-3199	142	9	provided	provide	VERB
cana-3199	142	10	further	further	ADJ
cana-3199	142	11	validation	validation	NOUN
cana-3199	142	12	of	of	ADP
cana-3199	142	13	the	the	DET
cana-3199	142	14	practical	practical	ADJ
cana-3199	142	15	utility	utility	NOUN
cana-3199	142	16	and	and	CCONJ
cana-3199	142	17	positive	positive	ADJ
cana-3199	142	18	impact	impact	NOUN
cana-3199	142	19	of	of	ADP
cana-3199	142	20	the	the	DET
cana-3199	142	21	solutions	solution	NOUN
cana-3199	142	22	on	on	ADP
cana-3199	142	23	enhancing	enhance	VERB
cana-3199	142	24	crop	crop	NOUN
cana-3199	142	25	management	management	NOUN
cana-3199	142	26	practices	practice	NOUN
cana-3199	142	27	and	and	CCONJ
cana-3199	142	28	agricultural	agricultural	ADJ
cana-3199	142	29	productivity	productivity	NOUN
cana-3199	142	30	.	.	PUNCT
cana-3199	143	1	fig	fig	NOUN
cana-3199	143	2	.	.	PUNCT
cana-3199	144	1	11	11	NUM
cana-3199	144	2	:	:	PUNCT
cana-3199	144	3	confusion	confusion	NOUN
cana-3199	144	4	matrix	matrix	NOUN
cana-3199	144	5	for	for	ADP
cana-3199	144	6	disease	disease	NOUN
cana-3199	144	7	prediction	prediction	NOUN
cana-3199	144	8	the	the	DET
cana-3199	144	9	evaluation	evaluation	NOUN
cana-3199	144	10	matrix	matrix	NOUN
cana-3199	144	11	[	[	X
cana-3199	144	12	18	18	NUM
cana-3199	144	13	]	]	PUNCT
cana-3199	144	14	describes	describe	VERB
cana-3199	144	15	the	the	DET
cana-3199	144	16	accuracy	accuracy	NOUN
cana-3199	144	17	of	of	ADP
cana-3199	144	18	disease	disease	NOUN
cana-3199	144	19	detection	detection	NOUN
cana-3199	144	20	models	model	NOUN
cana-3199	144	21	based	base	VERB
cana-3199	144	22	on	on	ADP
cana-3199	144	23	different	different	ADJ
cana-3199	144	24	diseases	disease	NOUN
cana-3199	144	25	.	.	PUNCT
cana-3199	145	1	the	the	DET
cana-3199	145	2	evaluation	evaluation	NOUN
cana-3199	145	3	measures	measure	NOUN
cana-3199	145	4	are	be	AUX
cana-3199	145	5	precision	precision	NOUN
cana-3199	145	6	[	[	X
cana-3199	145	7	19	19	NUM
cana-3199	145	8	]	]	PUNCT
cana-3199	145	9	,	,	PUNCT
cana-3199	145	10	recall	recall	VERB
cana-3199	145	11	[	[	X
cana-3199	145	12	20	20	NUM
cana-3199	145	13	]	]	PUNCT
cana-3199	145	14	and	and	CCONJ
cana-3199	145	15	f1	f1	ADJ
cana-3199	145	16	score	score	NOUN
cana-3199	146	1	[	[	X
cana-3199	146	2	21	21	NUM
cana-3199	146	3	]	]	PUNCT
cana-3199	146	4	for	for	ADP
cana-3199	146	5	the	the	DET
cana-3199	146	6	model	model	NOUN
cana-3199	146	7	fig	fig	NOUN
cana-3199	146	8	.	.	PUNCT
cana-3199	147	1	12	12	NUM
cana-3199	147	2	.	.	PUNCT
cana-3199	147	3	evaluation	evaluation	NOUN
cana-3199	147	4	matrix	matrix	NOUN
cana-3199	147	5	communications	communication	NOUN
cana-3199	147	6	on	on	ADP
cana-3199	147	7	applied	apply	VERB
cana-3199	147	8	nonlinear	nonlinear	ADJ
cana-3199	147	9	analysis	analysis	NOUN
cana-3199	147	10	issn	issn	NOUN
cana-3199	147	11	:	:	PUNCT
cana-3199	147	12	1074	1074	NUM
cana-3199	147	13	-	-	PUNCT
cana-3199	147	14	133x	133x	NUM
cana-3199	147	15	vol	vol	NOUN
cana-3199	147	16	32	32	NUM
cana-3199	147	17	no	no	NOUN
cana-3199	147	18	.	.	PUNCT
cana-3199	148	1	5s	5s	NUM
cana-3199	148	2	(	(	PUNCT
cana-3199	148	3	2025	2025	NUM
cana-3199	148	4	)	)	PUNCT
cana-3199	148	5	604	604	NUM
cana-3199	148	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	148	7	the	the	DET
cana-3199	148	8	model	model	NOUN
cana-3199	148	9	performed	perform	VERB
cana-3199	148	10	well	well	ADV
cana-3199	148	11	at	at	ADP
cana-3199	148	12	classifying	classify	VERB
cana-3199	148	13	healthy	healthy	ADJ
cana-3199	148	14	tomatoes	tomato	NOUN
cana-3199	148	15	.	.	PUNCT
cana-3199	149	1	there	there	PRON
cana-3199	149	2	were	be	VERB
cana-3199	149	3	12,170	12,170	NUM
cana-3199	149	4	healthy	healthy	ADJ
cana-3199	149	5	tomatoes	tomato	NOUN
cana-3199	149	6	and	and	CCONJ
cana-3199	149	7	the	the	DET
cana-3199	149	8	model	model	NOUN
cana-3199	149	9	correctly	correctly	ADV
cana-3199	149	10	classified	classify	VERB
cana-3199	149	11	11,232	11,232	NUM
cana-3199	149	12	of	of	ADP
cana-3199	149	13	them	they	PRON
cana-3199	149	14	.	.	PUNCT
cana-3199	150	1	the	the	DET
cana-3199	150	2	model	model	NOUN
cana-3199	150	3	also	also	ADV
cana-3199	150	4	performed	perform	VERB
cana-3199	150	5	well	well	ADV
cana-3199	150	6	at	at	ADP
cana-3199	150	7	classifying	classify	VERB
cana-3199	150	8	tomato	tomato	NOUN
cana-3199	150	9	yellow	yellow	ADJ
cana-3199	150	10	leaf	leaf	NOUN
cana-3199	150	11	curl	curl	NOUN
cana-3199	150	12	virus	virus	NOUN
cana-3199	150	13	.	.	PUNCT
cana-3199	151	1	there	there	PRON
cana-3199	151	2	were	be	VERB
cana-3199	151	3	8,160	8,160	NUM
cana-3199	151	4	tomatoes	tomato	NOUN
cana-3199	151	5	with	with	ADP
cana-3199	151	6	tomato	tomato	NOUN
cana-3199	151	7	yellow	yellow	ADJ
cana-3199	151	8	leaf	leaf	NOUN
cana-3199	151	9	curl	curl	NOUN
cana-3199	151	10	virus	virus	NOUN
cana-3199	151	11	and	and	CCONJ
cana-3199	151	12	the	the	DET
cana-3199	151	13	model	model	NOUN
cana-3199	151	14	correctly	correctly	ADV
cana-3199	151	15	classified	classify	VERB
cana-3199	151	16	7,239	7,239	NUM
cana-3199	151	17	of	of	ADP
cana-3199	151	18	them	they	PRON
cana-3199	151	19	.	.	PUNCT
cana-3199	152	1	there	there	PRON
cana-3199	152	2	were	be	VERB
cana-3199	152	3	some	some	DET
cana-3199	152	4	classification	classification	NOUN
cana-3199	152	5	errors	error	NOUN
cana-3199	152	6	between	between	ADP
cana-3199	152	7	bacterial	bacterial	ADJ
cana-3199	152	8	spot	spot	NOUN
cana-3199	152	9	and	and	CCONJ
cana-3199	152	10	early	early	ADJ
cana-3199	152	11	blight	blight	NOUN
cana-3199	152	12	.	.	PUNCT
cana-3199	153	1	the	the	DET
cana-3199	153	2	model	model	NOUN
cana-3199	153	3	predicted	predict	VERB
cana-3199	153	4	120	120	NUM
cana-3199	153	5	early	early	ADJ
cana-3199	153	6	blight	blight	NOUN
cana-3199	153	7	tomatoes	tomato	NOUN
cana-3199	153	8	as	as	ADP
cana-3199	153	9	bacterial	bacterial	ADJ
cana-3199	153	10	spot	spot	NOUN
cana-3199	153	11	and	and	CCONJ
cana-3199	153	12	212	212	NUM
cana-3199	153	13	bacterial	bacterial	ADJ
cana-3199	153	14	spot	spot	NOUN
cana-3199	153	15	tomatoes	tomato	NOUN
cana-3199	153	16	as	as	ADP
cana-3199	153	17	early	early	ADJ
cana-3199	153	18	blight	blight	NOUN
cana-3199	153	19	.	.	PUNCT
cana-3199	154	1	there	there	PRON
cana-3199	154	2	were	be	VERB
cana-3199	154	3	also	also	ADV
cana-3199	154	4	some	some	DET
cana-3199	154	5	classification	classification	NOUN
cana-3199	154	6	errors	error	NOUN
cana-3199	154	7	between	between	ADP
cana-3199	154	8	tomato	tomato	NOUN
cana-3199	154	9	mosaic	mosaic	ADJ
cana-3199	154	10	virus	virus	NOUN
cana-3199	154	11	and	and	CCONJ
cana-3199	154	12	healthy	healthy	ADJ
cana-3199	154	13	.	.	PUNCT
cana-3199	155	1	the	the	DET
cana-3199	155	2	model	model	NOUN
cana-3199	155	3	predicted	predict	VERB
cana-3199	155	4	1	1	NUM
cana-3199	155	5	healthy	healthy	ADJ
cana-3199	155	6	tomato	tomato	NOUN
cana-3199	155	7	as	as	ADP
cana-3199	155	8	tomato	tomato	NOUN
cana-3199	155	9	mosaic	mosaic	NOUN
cana-3199	155	10	virus	virus	NOUN
cana-3199	155	11	and	and	CCONJ
cana-3199	155	12	400	400	NUM
cana-3199	155	13	tomato	tomato	NOUN
cana-3199	155	14	mosaic	mosaic	ADJ
cana-3199	155	15	virus	virus	NOUN
cana-3199	155	16	tomatoes	tomato	NOUN
cana-3199	155	17	as	as	ADV
cana-3199	155	18	healthy	healthy	ADJ
cana-3199	155	19	.	.	PUNCT
cana-3199	156	1	healthy	healthy	ADJ
cana-3199	156	2	tomato	tomato	NOUN
cana-3199	156	3	classification	classification	NOUN
cana-3199	156	4	:	:	PUNCT
cana-3199	156	5	you	you	PRON
cana-3199	156	6	mentioned	mention	VERB
cana-3199	156	7	the	the	DET
cana-3199	156	8	model	model	NOUN
cana-3199	156	9	performed	perform	VERB
cana-3199	156	10	well	well	ADV
cana-3199	156	11	at	at	ADP
cana-3199	156	12	classifying	classify	VERB
cana-3199	156	13	healthy	healthy	ADJ
cana-3199	156	14	tomatoes	tomato	NOUN
cana-3199	156	15	(	(	PUNCT
cana-3199	156	16	11,232	11,232	NUM
cana-3199	156	17	out	out	ADP
cana-3199	156	18	of	of	ADP
cana-3199	156	19	12,170	12,170	NUM
cana-3199	156	20	classified	classify	VERB
cana-3199	156	21	correctly	correctly	ADV
cana-3199	156	22	)	)	PUNCT
cana-3199	156	23	.	.	PUNCT
cana-3199	157	1	this	this	PRON
cana-3199	157	2	suggests	suggest	VERB
cana-3199	157	3	a	a	DET
cana-3199	157	4	strength	strength	NOUN
cana-3199	157	5	in	in	ADP
cana-3199	157	6	definitively	definitively	ADV
cana-3199	157	7	identifying	identify	VERB
cana-3199	157	8	healthy	healthy	ADJ
cana-3199	157	9	plants	plant	NOUN
cana-3199	157	10	.	.	PUNCT
cana-3199	158	1	possible	possible	ADJ
cana-3199	158	2	confusion	confusion	NOUN
cana-3199	158	3	between	between	ADP
cana-3199	158	4	bacterial	bacterial	ADJ
cana-3199	158	5	spot	spot	NOUN
cana-3199	158	6	and	and	CCONJ
cana-3199	158	7	early	early	ADJ
cana-3199	158	8	blight	blight	NOUN
cana-3199	158	9	:	:	PUNCT
cana-3199	158	10	if	if	SCONJ
cana-3199	158	11	the	the	DET
cana-3199	158	12	confusion	confusion	NOUN
cana-3199	158	13	matrix	matrix	NOUN
cana-3199	158	14	showed	show	VERB
cana-3199	158	15	instances	instance	NOUN
cana-3199	158	16	of	of	ADP
cana-3199	158	17	bacterial	bacterial	ADJ
cana-3199	158	18	spot	spot	NOUN
cana-3199	158	19	being	be	AUX
cana-3199	158	20	classified	classify	VERB
cana-3199	158	21	as	as	ADP
cana-3199	158	22	early	early	ADJ
cana-3199	158	23	blight	blight	NOUN
cana-3199	158	24	and	and	CCONJ
cana-3199	158	25	vice	vice	NOUN
cana-3199	158	26	versa	versa	ADV
cana-3199	158	27	,	,	PUNCT
cana-3199	158	28	it	it	PRON
cana-3199	158	29	would	would	AUX
cana-3199	158	30	highlight	highlight	VERB
cana-3199	158	31	a	a	DET
cana-3199	158	32	need	need	NOUN
cana-3199	158	33	for	for	ADP
cana-3199	158	34	improvement	improvement	NOUN
cana-3199	158	35	in	in	ADP
cana-3199	158	36	differentiating	differentiate	VERB
cana-3199	158	37	these	these	DET
cana-3199	158	38	diseases	disease	NOUN
cana-3199	158	39	.	.	PUNCT
cana-3199	159	1	input	input	NOUN
cana-3199	159	2	parameters	parameter	NOUN
cana-3199	159	3	/	/	SYM
cana-3199	159	4	features	feature	NOUN
cana-3199	159	5	considered	consider	VERB
cana-3199	159	6	●	●	NUM
cana-3199	159	7	environmental	environmental	ADJ
cana-3199	159	8	factors	factor	NOUN
cana-3199	159	9	(	(	PUNCT
cana-3199	159	10	weather	weather	NOUN
cana-3199	159	11	conditions	condition	NOUN
cana-3199	159	12	,	,	PUNCT
cana-3199	159	13	soil	soil	NOUN
cana-3199	159	14	health	health	NOUN
cana-3199	159	15	)	)	PUNCT
cana-3199	159	16	●	●	PUNCT
cana-3199	159	17	user	user	NOUN
cana-3199	159	18	login	login	NOUN
cana-3199	159	19	and	and	CCONJ
cana-3199	159	20	sign	sign	VERB
cana-3199	159	21	up	up	ADP
cana-3199	159	22	●	●	NUM
cana-3199	159	23	date	date	NOUN
cana-3199	159	24	and	and	CCONJ
cana-3199	159	25	type	type	NOUN
cana-3199	159	26	of	of	ADP
cana-3199	159	27	crop	crop	NOUN
cana-3199	159	28	(	(	PUNCT
cana-3199	159	29	for	for	ADP
cana-3199	159	30	calendar	calendar	NOUN
cana-3199	159	31	system	system	NOUN
cana-3199	159	32	)	)	PUNCT
cana-3199	159	33	●	●	PUNCT
cana-3199	159	34	image	image	NOUN
cana-3199	159	35	analysis	analysis	NOUN
cana-3199	159	36	features	feature	NOUN
cana-3199	159	37	(	(	PUNCT
cana-3199	159	38	leaf	leaf	NOUN
cana-3199	159	39	texture	texture	NOUN
cana-3199	159	40	and	and	CCONJ
cana-3199	159	41	color	color	NOUN
cana-3199	159	42	,	,	PUNCT
cana-3199	159	43	symptom	symptom	NOUN
cana-3199	159	44	classification	classification	NOUN
cana-3199	159	45	)	)	PUNCT
cana-3199	159	46	●	●	NUM
cana-3199	159	47	machine	machine	NOUN
cana-3199	159	48	learning	learning	NOUN
cana-3199	159	49	and	and	CCONJ
cana-3199	159	50	ai	ai	VERB
cana-3199	159	51	algorithms	algorithms	PROPN
cana-3199	159	52	fig	fig	NOUN
cana-3199	159	53	.	.	PUNCT
cana-3199	160	1	13	13	NUM
cana-3199	160	2	.	.	PUNCT
cana-3199	161	1	predictions	prediction	NOUN
cana-3199	161	2	inference	inference	NOUN
cana-3199	161	3	drawn	draw	VERB
cana-3199	161	4	our	our	PRON
cana-3199	161	5	implemented	implement	VERB
cana-3199	161	6	system	system	NOUN
cana-3199	161	7	for	for	ADP
cana-3199	161	8	crop	crop	NOUN
cana-3199	161	9	disease	disease	NOUN
cana-3199	161	10	detection	detection	NOUN
cana-3199	161	11	showcases	showcase	VERB
cana-3199	161	12	significant	significant	ADJ
cana-3199	161	13	advancements	advancement	NOUN
cana-3199	161	14	over	over	ADP
cana-3199	161	15	existing	exist	VERB
cana-3199	161	16	systems	system	NOUN
cana-3199	161	17	by	by	ADP
cana-3199	161	18	integrating	integrate	VERB
cana-3199	161	19	a	a	DET
cana-3199	161	20	combination	combination	NOUN
cana-3199	161	21	of	of	ADP
cana-3199	161	22	image	image	NOUN
cana-3199	161	23	analysis	analysis	NOUN
cana-3199	161	24	and	and	CCONJ
cana-3199	161	25	machine	machine	NOUN
cana-3199	161	26	learning	learn	VERB
cana-3199	161	27	techniques	technique	NOUN
cana-3199	161	28	.	.	PUNCT
cana-3199	162	1	the	the	DET
cana-3199	162	2	system	system	NOUN
cana-3199	162	3	has	have	AUX
cana-3199	162	4	achieved	achieve	VERB
cana-3199	162	5	high	high	ADJ
cana-3199	162	6	accuracy	accuracy	NOUN
cana-3199	162	7	in	in	ADP
cana-3199	162	8	detecting	detect	VERB
cana-3199	162	9	crop	crop	NOUN
cana-3199	162	10	diseases	disease	NOUN
cana-3199	162	11	by	by	ADP
cana-3199	162	12	conducting	conduct	VERB
cana-3199	162	13	comprehensive	comprehensive	ADJ
cana-3199	162	14	analysis	analysis	NOUN
cana-3199	162	15	of	of	ADP
cana-3199	162	16	leaf	leaf	NOUN
cana-3199	162	17	texture	texture	NOUN
cana-3199	162	18	,	,	PUNCT
cana-3199	162	19	color	color	NOUN
cana-3199	162	20	,	,	PUNCT
cana-3199	162	21	and	and	CCONJ
cana-3199	162	22	symptom	symptom	NOUN
cana-3199	162	23	classification	classification	NOUN
cana-3199	162	24	.	.	PUNCT
cana-3199	163	1	furthermore	furthermore	ADV
cana-3199	163	2	,	,	PUNCT
cana-3199	163	3	the	the	DET
cana-3199	163	4	inclusion	inclusion	NOUN
cana-3199	163	5	of	of	ADP
cana-3199	163	6	monitoring	monitor	VERB
cana-3199	163	7	the	the	DET
cana-3199	163	8	crop	crop	NOUN
cana-3199	163	9	along	along	ADP
cana-3199	163	10	with	with	ADP
cana-3199	163	11	user	user	NOUN
cana-3199	163	12	manual	manual	ADJ
cana-3199	163	13	input	input	NOUN
cana-3199	163	14	,	,	PUNCT
cana-3199	163	15	enhances	enhance	VERB
cana-3199	163	16	the	the	DET
cana-3199	163	17	system	system	NOUN
cana-3199	163	18	's	's	PART
cana-3199	163	19	adaptability	adaptability	NOUN
cana-3199	163	20	and	and	CCONJ
cana-3199	163	21	reliability	reliability	NOUN
cana-3199	163	22	.	.	PUNCT
cana-3199	164	1	the	the	DET
cana-3199	164	2	integration	integration	NOUN
cana-3199	164	3	with	with	ADP
cana-3199	164	4	external	external	ADJ
cana-3199	164	5	data	datum	NOUN
cana-3199	164	6	sources	source	NOUN
cana-3199	164	7	,	,	PUNCT
cana-3199	164	8	such	such	ADJ
cana-3199	164	9	as	as	ADP
cana-3199	164	10	weather	weather	NOUN
cana-3199	164	11	and	and	CCONJ
cana-3199	164	12	soil	soil	NOUN
cana-3199	164	13	databases	database	NOUN
cana-3199	164	14	,	,	PUNCT
cana-3199	164	15	further	far	ADV
cana-3199	164	16	contributes	contribute	VERB
cana-3199	164	17	to	to	ADP
cana-3199	164	18	the	the	DET
cana-3199	164	19	system	system	NOUN
cana-3199	164	20	's	's	PART
cana-3199	164	21	robustness	robustness	NOUN
cana-3199	164	22	and	and	CCONJ
cana-3199	164	23	effectiveness	effectiveness	NOUN
cana-3199	164	24	in	in	ADP
cana-3199	164	25	providing	provide	VERB
cana-3199	164	26	accurate	accurate	ADJ
cana-3199	164	27	disease	disease	NOUN
cana-3199	164	28	detection	detection	NOUN
cana-3199	164	29	tailored	tailor	VERB
cana-3199	164	30	to	to	ADP
cana-3199	164	31	crop	crop	NOUN
cana-3199	164	32	farming	farming	NOUN
cana-3199	164	33	and	and	CCONJ
cana-3199	164	34	regional	regional	ADJ
cana-3199	164	35	variations	variation	NOUN
cana-3199	164	36	.	.	PUNCT
cana-3199	165	1	our	our	PRON
cana-3199	165	2	system	system	NOUN
cana-3199	165	3	features	feature	VERB
cana-3199	165	4	a	a	DET
cana-3199	165	5	crop	crop	NOUN
cana-3199	165	6	calendar	calendar	NOUN
cana-3199	165	7	to	to	PART
cana-3199	165	8	assist	assist	VERB
cana-3199	165	9	farmers	farmer	NOUN
cana-3199	165	10	in	in	ADP
cana-3199	165	11	selecting	select	VERB
cana-3199	165	12	the	the	DET
cana-3199	165	13	optimal	optimal	ADJ
cana-3199	165	14	planting	planting	NOUN
cana-3199	165	15	date	date	NOUN
cana-3199	165	16	for	for	ADP
cana-3199	165	17	their	their	PRON
cana-3199	165	18	crops	crop	NOUN
cana-3199	165	19	.	.	PUNCT
cana-3199	166	1	additionally	additionally	ADV
cana-3199	166	2	,	,	PUNCT
cana-3199	166	3	the	the	DET
cana-3199	166	4	system	system	NOUN
cana-3199	166	5	provides	provide	VERB
cana-3199	166	6	up	up	ADP
cana-3199	166	7	-	-	PUNCT
cana-3199	166	8	to	to	ADP
cana-3199	166	9	-	-	PUNCT
cana-3199	166	10	date	date	NOUN
cana-3199	166	11	market	market	NOUN
cana-3199	166	12	prices	price	NOUN
cana-3199	166	13	for	for	ADP
cana-3199	166	14	various	various	ADJ
cana-3199	166	15	varieties	variety	NOUN
cana-3199	166	16	of	of	ADP
cana-3199	166	17	tomatoes	tomato	NOUN
cana-3199	166	18	to	to	PART
cana-3199	166	19	help	help	VERB
cana-3199	166	20	farmers	farmer	NOUN
cana-3199	166	21	make	make	VERB
cana-3199	166	22	informed	informed	ADJ
cana-3199	166	23	selling	selling	NOUN
cana-3199	166	24	decisions	decision	NOUN
cana-3199	166	25	.	.	PUNCT
cana-3199	167	1	furthermore	furthermore	ADV
cana-3199	167	2	,	,	PUNCT
cana-3199	167	3	the	the	DET
cana-3199	167	4	system	system	NOUN
cana-3199	167	5	offers	offer	VERB
cana-3199	167	6	a	a	DET
cana-3199	167	7	tool	tool	NOUN
cana-3199	167	8	rental	rental	ADJ
cana-3199	167	9	marketplace	marketplace	NOUN
cana-3199	167	10	,	,	PUNCT
cana-3199	167	11	allowing	allow	VERB
cana-3199	167	12	farmers	farmer	NOUN
cana-3199	167	13	to	to	PART
cana-3199	167	14	easily	easily	ADV
cana-3199	167	15	rent	rent	VERB
cana-3199	167	16	the	the	DET
cana-3199	167	17	necessary	necessary	ADJ
cana-3199	167	18	equipment	equipment	NOUN
cana-3199	167	19	for	for	ADP
cana-3199	167	20	their	their	PRON
cana-3199	167	21	agricultural	agricultural	ADJ
cana-3199	167	22	activities	activity	NOUN
cana-3199	167	23	.	.	PUNCT
cana-3199	168	1	communications	communication	NOUN
cana-3199	168	2	on	on	ADP
cana-3199	168	3	applied	apply	VERB
cana-3199	168	4	nonlinear	nonlinear	ADJ
cana-3199	168	5	analysis	analysis	NOUN
cana-3199	168	6	issn	issn	NOUN
cana-3199	168	7	:	:	PUNCT
cana-3199	168	8	1074	1074	NUM
cana-3199	168	9	-	-	PUNCT
cana-3199	168	10	133x	133x	NUM
cana-3199	168	11	vol	vol	NOUN
cana-3199	168	12	32	32	NUM
cana-3199	168	13	no	no	NOUN
cana-3199	168	14	.	.	PUNCT
cana-3199	169	1	5s	5s	NUM
cana-3199	169	2	(	(	PUNCT
cana-3199	169	3	2025	2025	NUM
cana-3199	169	4	)	)	PUNCT
cana-3199	169	5	605	605	NUM
cana-3199	169	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3199	169	7	v.	v.	ADP
cana-3199	169	8	conclusion	conclusion	NOUN
cana-3199	169	9	and	and	CCONJ
cana-3199	169	10	future	future	ADJ
cana-3199	169	11	work	work	NOUN
cana-3199	169	12	the	the	DET
cana-3199	169	13	proposed	propose	VERB
cana-3199	169	14	application	application	NOUN
cana-3199	169	15	presents	present	VERB
cana-3199	169	16	a	a	DET
cana-3199	169	17	promising	promising	ADJ
cana-3199	169	18	solution	solution	NOUN
cana-3199	169	19	to	to	PART
cana-3199	169	20	enhance	enhance	VERB
cana-3199	169	21	agricultural	agricultural	ADJ
cana-3199	169	22	practices	practice	NOUN
cana-3199	169	23	by	by	ADP
cana-3199	169	24	providing	provide	VERB
cana-3199	169	25	accurate	accurate	ADJ
cana-3199	169	26	disease	disease	NOUN
cana-3199	169	27	predictions	prediction	NOUN
cana-3199	169	28	,	,	PUNCT
cana-3199	169	29	personalized	personalize	VERB
cana-3199	169	30	crop	crop	NOUN
cana-3199	169	31	recommendations	recommendation	NOUN
cana-3199	169	32	,	,	PUNCT
cana-3199	169	33	and	and	CCONJ
cana-3199	169	34	marketplace	marketplace	NOUN
cana-3199	169	35	.	.	PUNCT
cana-3199	170	1	the	the	DET
cana-3199	170	2	successful	successful	ADJ
cana-3199	170	3	completion	completion	NOUN
cana-3199	170	4	of	of	ADP
cana-3199	170	5	the	the	DET
cana-3199	170	6	test	test	NOUN
cana-3199	170	7	cases	case	NOUN
cana-3199	170	8	demonstrates	demonstrate	VERB
cana-3199	170	9	the	the	DET
cana-3199	170	10	application	application	NOUN
cana-3199	170	11	's	's	PART
cana-3199	170	12	reliability	reliability	NOUN
cana-3199	170	13	,	,	PUNCT
cana-3199	170	14	efficiency	efficiency	NOUN
cana-3199	170	15	,	,	PUNCT
cana-3199	170	16	and	and	CCONJ
cana-3199	170	17	user	user	NOUN
cana-3199	170	18	-	-	PUNCT
cana-3199	170	19	friendliness	friendliness	PROPN
cana-3199	170	20	.	.	PUNCT
cana-3199	171	1	however	however	ADV
cana-3199	171	2	,	,	PUNCT
cana-3199	171	3	certain	certain	ADJ
cana-3199	171	4	limitations	limitation	NOUN
cana-3199	171	5	,	,	PUNCT
cana-3199	171	6	such	such	ADJ
cana-3199	171	7	as	as	ADP
cana-3199	171	8	data	datum	NOUN
cana-3199	171	9	accuracy	accuracy	NOUN
cana-3199	171	10	,	,	PUNCT
cana-3199	171	11	internet	internet	NOUN
cana-3199	171	12	dependency	dependency	NOUN
cana-3199	171	13	,	,	PUNCT
cana-3199	171	14	integration	integration	NOUN
cana-3199	171	15	challenges	challenge	NOUN
cana-3199	171	16	,	,	PUNCT
cana-3199	171	17	scalability	scalability	NOUN
cana-3199	171	18	issues	issue	NOUN
cana-3199	171	19	,	,	PUNCT
cana-3199	171	20	and	and	CCONJ
cana-3199	171	21	user	user	NOUN
cana-3199	171	22	adoption	adoption	NOUN
cana-3199	171	23	,	,	PUNCT
cana-3199	171	24	need	need	VERB
cana-3199	171	25	to	to	PART
cana-3199	171	26	be	be	AUX
cana-3199	171	27	addressed	address	VERB
cana-3199	171	28	to	to	PART
cana-3199	171	29	ensure	ensure	VERB
cana-3199	171	30	the	the	DET
cana-3199	171	31	widespread	widespread	ADJ
cana-3199	171	32	effectiveness	effectiveness	NOUN
cana-3199	171	33	and	and	CCONJ
cana-3199	171	34	adoption	adoption	NOUN
cana-3199	171	35	of	of	ADP
cana-3199	171	36	the	the	DET
cana-3199	171	37	application	application	NOUN
cana-3199	171	38	among	among	ADP
cana-3199	171	39	farmers	farmer	NOUN
cana-3199	171	40	.	.	PUNCT
cana-3199	172	1	the	the	DET
cana-3199	172	2	future	future	ADJ
cana-3199	172	3	work	work	NOUN
cana-3199	172	4	of	of	ADP
cana-3199	172	5	the	the	DET
cana-3199	172	6	proposed	propose	VERB
cana-3199	172	7	application	application	NOUN
cana-3199	172	8	can	can	AUX
cana-3199	172	9	be	be	AUX
cana-3199	172	10	expanded	expand	VERB
cana-3199	172	11	by	by	ADP
cana-3199	172	12	integrating	integrate	VERB
cana-3199	172	13	iot	iot	NOUN
cana-3199	172	14	devices	device	NOUN
cana-3199	172	15	for	for	ADP
cana-3199	172	16	real	real	ADJ
cana-3199	172	17	-	-	PUNCT
cana-3199	172	18	time	time	NOUN
cana-3199	172	19	monitoring	monitoring	NOUN
cana-3199	172	20	of	of	ADP
cana-3199	172	21	soil	soil	NOUN
cana-3199	172	22	conditions	condition	NOUN
cana-3199	172	23	,	,	PUNCT
cana-3199	172	24	weather	weather	NOUN
cana-3199	172	25	patterns	pattern	NOUN
cana-3199	172	26	and	and	CCONJ
cana-3199	172	27	other	other	ADJ
cana-3199	172	28	environmental	environmental	ADJ
cana-3199	172	29	factors	factor	NOUN
cana-3199	172	30	.	.	PUNCT
cana-3199	173	1	thus	thus	ADV
cana-3199	173	2	developing	develop	VERB
cana-3199	173	3	offline	offline	ADJ
cana-3199	173	4	capabilities	capability	NOUN
cana-3199	173	5	to	to	PART
cana-3199	173	6	enable	enable	VERB
cana-3199	173	7	farmers	farmer	NOUN
cana-3199	173	8	to	to	PART
cana-3199	173	9	access	access	VERB
cana-3199	173	10	essential	essential	ADJ
cana-3199	173	11	features	feature	NOUN
cana-3199	173	12	and	and	CCONJ
cana-3199	173	13	data	datum	NOUN
cana-3199	173	14	without	without	ADP
cana-3199	173	15	internet	internet	NOUN
cana-3199	173	16	facilities	facility	NOUN
cana-3199	173	17	.	.	PUNCT
cana-3199	174	1	the	the	DET
cana-3199	174	2	application	application	NOUN
cana-3199	174	3	’s	’s	PART
cana-3199	174	4	scope	scope	NOUN
cana-3199	174	5	can	can	AUX
cana-3199	174	6	be	be	AUX
cana-3199	174	7	further	far	ADV
cana-3199	174	8	expanded	expand	VERB
cana-3199	174	9	to	to	ADP
cana-3199	174	10	other	other	ADJ
cana-3199	174	11	regions	region	NOUN
cana-3199	174	12	and	and	CCONJ
cana-3199	174	13	crops	crop	NOUN
cana-3199	174	14	,	,	PUNCT
cana-3199	174	15	addressing	address	VERB
cana-3199	174	16	specific	specific	ADJ
cana-3199	174	17	agricultural	agricultural	ADJ
cana-3199	174	18	challenges	challenge	NOUN
cana-3199	174	19	and	and	CCONJ
cana-3199	174	20	needs	need	VERB
cana-3199	174	21	globally	globally	ADV
cana-3199	174	22	.	.	PUNCT
cana-3199	175	1	references	reference	NOUN
cana-3199	175	2	[	[	X
cana-3199	175	3	1	1	NUM
cana-3199	175	4	]	]	X
cana-3199	175	5	li	li	PROPN
cana-3199	175	6	-	-	PROPN
cana-3199	175	7	chang	chang	PROPN
cana-3199	175	8	liu	liu	PROPN
cana-3199	175	9	kang	kang	PROPN
cana-3199	175	10	-	-	PUNCT
cana-3199	175	11	cong	cong	PROPN
cana-3199	175	12	lv	lv	PROPN
cana-3199	175	13	yu	yu	PROPN
cana-3199	175	14	-	-	PROPN
cana-3199	175	15	jun	jun	PROPN
cana-3199	175	16	zheng	zheng	PROPN
cana-3199	175	17	“	"	PUNCT
cana-3199	175	18	crop	crop	NOUN
cana-3199	175	19	cultivation	cultivation	NOUN
cana-3199	175	20	planning	planning	NOUN
cana-3199	175	21	with	with	ADP
cana-3199	175	22	fuzzy	fuzzy	ADJ
cana-3199	175	23	estimation	estimation	NOUN
cana-3199	175	24	using	use	VERB
cana-3199	175	25	water	water	NOUN
cana-3199	175	26	wave	wave	NOUN
cana-3199	175	27	optimization	optimization	NOUN
cana-3199	175	28	”	"	PUNCT
cana-3199	175	29	hindawi	hindawi	ADJ
cana-3199	175	30	journal	journal	NOUN
cana-3199	175	31	of	of	ADP
cana-3199	175	32	food	food	NOUN
cana-3199	175	33	quality	quality	NOUN
cana-3199	175	34	volume	volume	NOUN
cana-3199	175	35	2021	2021	NUM
cana-3199	175	36	,	,	PUNCT
cana-3199	175	37	article	article	NOUN
cana-3199	175	38	i	i	PROPN
cana-3199	175	39	d	d	PROPN
cana-3199	175	40	6242288	6242288	NUM
cana-3199	175	41	[	[	X
cana-3199	175	42	2	2	X
cana-3199	175	43	]	]	PUNCT
cana-3199	175	44	s.	s.	PROPN
cana-3199	175	45	m.	m.	PROPN
cana-3199	175	46	m.	m.	PROPN
cana-3199	175	47	nejad	nejad	PROPN
cana-3199	175	48	,	,	PUNCT
cana-3199	175	49	d.	d.	PROPN
cana-3199	175	50	abbasi	abbasi	PROPN
cana-3199	175	51	-	-	PUNCT
cana-3199	175	52	moghadam	moghadam	PROPN
cana-3199	175	53	,	,	PUNCT
cana-3199	175	54	a.	a.	NOUN
cana-3199	175	55	sharifi	sharifi	PROPN
cana-3199	175	56	,	,	PUNCT
cana-3199	175	57	n.	n.	PROPN
cana-3199	175	58	farmonov	farmonov	PROPN
cana-3199	175	59	,	,	PUNCT
cana-3199	175	60	k.	k.	PROPN
cana-3199	175	61	amankulova	amankulova	PROPN
cana-3199	175	62	and	and	CCONJ
cana-3199	175	63	m.	m.	NOUN
cana-3199	175	64	la´szlz	la´szlz	ADJ
cana-3199	175	65	´	´	NOUN
cana-3199	175	66	,	,	PUNCT
cana-3199	175	67	”	"	PUNCT
cana-3199	175	68	multispectral	multispectral	ADJ
cana-3199	175	69	crop	crop	NOUN
cana-3199	175	70	yield	yield	NOUN
cana-3199	175	71	prediction	prediction	NOUN
cana-3199	175	72	using	use	VERB
cana-3199	175	73	3d	3d	ADJ
cana-3199	175	74	-	-	PUNCT
cana-3199	175	75	convolutional	convolutional	ADJ
cana-3199	175	76	neural	neural	ADJ
cana-3199	175	77	networks	network	NOUN
cana-3199	175	78	and	and	CCONJ
cana-3199	175	79	attention	attention	NOUN
cana-3199	175	80	convolutional	convolutional	ADJ
cana-3199	175	81	lstm	lstm	NOUN
cana-3199	175	82	approaches	approach	NOUN
cana-3199	175	83	,	,	PUNCT
cana-3199	175	84	”	"	PUNCT
cana-3199	175	85	in	in	ADP
cana-3199	175	86	ieee	ieee	PROPN
cana-3199	175	87	journal	journal	NOUN
cana-3199	175	88	of	of	ADP
cana-3199	175	89	selected	select	VERB
cana-3199	175	90	topics	topic	NOUN
cana-3199	175	91	in	in	ADP
cana-3199	175	92	applied	apply	VERB
cana-3199	175	93	earth	earth	NOUN
cana-3199	175	94	observations	observation	NOUN
cana-3199	175	95	and	and	CCONJ
cana-3199	175	96	remote	remote	ADJ
cana-3199	175	97	sensing	sensing	NOUN
cana-3199	175	98	,	,	PUNCT
cana-3199	175	99	vol	vol	NOUN
cana-3199	175	100	.	.	PROPN
cana-3199	175	101	16	16	NUM
cana-3199	175	102	,	,	PUNCT
cana-3199	175	103	pp	pp	ADJ
cana-3199	175	104	.	.	PUNCT
cana-3199	176	1	254	254	NUM
cana-3199	176	2	-	-	SYM
cana-3199	176	3	266	266	NUM
cana-3199	176	4	,	,	PUNCT
cana-3199	176	5	2023	2023	NUM
cana-3199	176	6	,	,	PUNCT
cana-3199	176	7	doi	doi	NOUN
cana-3199	176	8	:	:	PUNCT
cana-3199	176	9	10.1109	10.1109	NUM
cana-3199	176	10	/	/	SYM
cana-3199	176	11	js	js	ADJ
cana-3199	176	12	tars.2022.3223423	tars.2022.3223423	NOUN
cana-3199	176	13	.	.	PUNCT
cana-3199	177	1	[	[	X
cana-3199	177	2	3	3	X
cana-3199	177	3	]	]	PUNCT
cana-3199	177	4	p.	p.	NOUN
cana-3199	177	5	s.	s.	PROPN
cana-3199	177	6	bharathi	bharathi	PROPN
cana-3199	177	7	,	,	PUNCT
cana-3199	177	8	v.	v.	PROPN
cana-3199	177	9	amudha	amudha	PROPN
cana-3199	177	10	,	,	PUNCT
cana-3199	177	11	g.	g.	PROPN
cana-3199	177	12	ramkumar	ramkumar	PROPN
cana-3199	177	13	,	,	PUNCT
cana-3199	177	14	t.	t.	PROPN
cana-3199	177	15	j.	j.	PROPN
cana-3199	177	16	nagalakshmi	nagalakshmi	PROPN
cana-3199	177	17	,	,	PUNCT
cana-3199	177	18	n.	n.	PROPN
cana-3199	177	19	nalini	nalini	PROPN
cana-3199	177	20	and	and	CCONJ
cana-3199	177	21	p.	p.	PROPN
cana-3199	177	22	jagadeesh	jagadeesh	NOUN
cana-3199	177	23	,	,	PUNCT
cana-3199	177	24	”	"	PUNCT
cana-3199	177	25	an	an	DET
cana-3199	177	26	experimental	experimental	ADJ
cana-3199	177	27	analysis	analysis	NOUN
cana-3199	177	28	of	of	ADP
cana-3199	177	29	crop	crop	NOUN
cana-3199	177	30	yield	yield	NOUN
cana-3199	177	31	prediction	prediction	NOUN
cana-3199	177	32	using	use	VERB
cana-3199	177	33	modified	modify	VERB
cana-3199	177	34	deep	deep	ADJ
cana-3199	177	35	learning	learning	NOUN
cana-3199	177	36	strategy	strategy	NOUN
cana-3199	177	37	,	,	PUNCT
cana-3199	177	38	”	"	PUNCT
cana-3199	177	39	2022	2022	NUM
cana-3199	177	40	international	international	ADJ
cana-3199	177	41	conference	conference	NOUN
cana-3199	177	42	on	on	ADP
cana-3199	177	43	advances	advance	NOUN
cana-3199	177	44	in	in	ADP
cana-3199	177	45	computing	computing	NOUN
cana-3199	177	46	,	,	PUNCT
cana-3199	177	47	communication	communication	NOUN
cana-3199	177	48	and	and	CCONJ
cana-3199	177	49	applied	apply	VERB
cana-3199	177	50	informatics	informatic	NOUN
cana-3199	177	51	(	(	PUNCT
cana-3199	177	52	accai	accai	ADJ
cana-3199	177	53	)	)	PUNCT
cana-3199	177	54	,	,	PUNCT
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cana-3199	177	56	,	,	PUNCT
cana-3199	177	57	india	india	PROPN
cana-3199	177	58	,	,	PUNCT
cana-3199	177	59	2022	2022	NUM
cana-3199	177	60	,	,	PUNCT
cana-3199	177	61	pp	pp	ADJ
cana-3199	177	62	.	.	PUNCT
cana-3199	178	1	1	1	NUM
cana-3199	178	2	-	-	SYM
cana-3199	178	3	6	6	NUM
cana-3199	178	4	,	,	PUNCT
cana-3199	178	5	doi	doi	NOUN
cana-3199	178	6	:	:	PUNCT
cana-3199	178	7	10.1109	10.1109	NUM
cana-3199	178	8	/	/	SYM
cana-3199	178	9	ac	ac	PROPN
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cana-3199	179	1	[	[	X
cana-3199	179	2	4	4	NUM
cana-3199	179	3	]	]	X
cana-3199	179	4	mario	mario	PROPN
cana-3199	179	5	benini	benini	PROPN
cana-3199	179	6	,	,	PUNCT
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cana-3199	179	8	blasi	blasi	PROPN
cana-3199	179	9	,	,	PUNCT
cana-3199	179	10	paolo	paolo	PROPN
cana-3199	179	11	detti	detti	PROPN
cana-3199	179	12	,	,	PUNCT
cana-3199	179	13	lorenzo	lorenzo	PROPN
cana-3199	179	14	fosci	fosci	PROPN
cana-3199	179	15	,	,	PUNCT
cana-3199	179	16	solving	solve	VERB
cana-3199	179	17	crop	crop	NOUN
cana-3199	179	18	planning	planning	NOUN
cana-3199	179	19	and	and	CCONJ
cana-3199	179	20	rotation	rotation	NOUN
cana-3199	179	21	roblems	roblem	NOUN
cana-3199	179	22	in	in	ADP
cana-3199	179	23	a	a	DET
cana-3199	179	24	sustainable	sustainable	ADJ
cana-3199	179	25	agriculture	agriculture	NOUN
cana-3199	179	26	perspective	perspective	NOUN
cana-3199	179	27	,	,	PUNCT
cana-3199	179	28	computers	computer	NOUN
cana-3199	179	29	operations	operation	NOUN
cana-3199	179	30	research	research	NOUN
cana-3199	179	31	,	,	PUNCT
cana-3199	179	32	volume	volume	NOUN
cana-3199	179	33	159,2023,106316	159,2023,106316	PROPN
cana-3199	179	34	,	,	PUNCT
cana-3199	179	35	issn	issn	PROPN
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cana-3199	179	37	-	-	SYM
cana-3199	179	38	0548	0548	NUM
cana-3199	179	39	.	.	PUNCT
cana-3199	180	1	[	[	X
cana-3199	180	2	5	5	X
cana-3199	180	3	]	]	PUNCT
cana-3199	180	4	v.	v.	CCONJ
cana-3199	180	5	sudha	sudha	PROPN
cana-3199	180	6	,	,	PUNCT
cana-3199	180	7	d.	d.	PROPN
cana-3199	180	8	aswini	aswini	PROPN
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cana-3199	180	10	r.	r.	PROPN
cana-3199	180	11	akiladevi	akiladevi	PROPN
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cana-3199	180	13	”	"	PUNCT
cana-3199	180	14	blockchain	blockchain	PROPN
cana-3199	180	15	based	base	VERB
cana-3199	180	16	tomato	tomato	NOUN
cana-3199	180	17	supply	supply	NOUN
cana-3199	180	18	chain	chain	NOUN
cana-3199	180	19	management	management	NOUN
cana-3199	180	20	,	,	PUNCT
cana-3199	180	21	”	"	PUNCT
cana-3199	180	22	2023	2023	NUM
cana-3199	180	23	international	international	ADJ
cana-3199	180	24	conference	conference	NOUN
cana-3199	180	25	on	on	ADP
cana-3199	180	26	advancements	advancement	NOUN
cana-3199	180	27	in	in	ADP
cana-3199	180	28	electrical	electrical	ADJ
cana-3199	180	29	,	,	PUNCT
cana-3199	180	30	electronics	electronic	NOUN
cana-3199	180	31	,	,	PUNCT
cana-3199	180	32	communication	communication	NOUN
cana-3199	180	33	,	,	PUNCT
cana-3199	180	34	computing	computing	NOUN
cana-3199	180	35	and	and	CCONJ
cana-3199	180	36	automation	automation	NOUN
cana-3199	180	37	(	(	PUNCT
cana-3199	180	38	icaeca	icaeca	NOUN
cana-3199	180	39	)	)	PUNCT
cana-3199	180	40	,	,	PUNCT
cana-3199	180	41	coimbatore	coimbatore	PROPN
cana-3199	180	42	,	,	PUNCT
cana-3199	180	43	india	india	PROPN
cana-3199	180	44	,	,	PUNCT
cana-3199	180	45	2023	2023	NUM
cana-3199	180	46	,	,	PUNCT
cana-3199	180	47	pp	pp	ADJ
cana-3199	180	48	.	.	PUNCT
cana-3199	181	1	1	1	NUM
cana-3199	181	2	-	-	SYM
cana-3199	181	3	5	5	NUM
cana-3199	181	4	,	,	PUNCT
cana-3199	181	5	doi	doi	NOUN
cana-3199	181	6	:	:	PUNCT
cana-3199	181	7	10.1109	10.1109	NUM
cana-3199	181	8	/	/	SYM
cana-3199	181	9	icaeca56562.2023	icaeca56562.2023	NOUN
cana-3199	181	10	.	.	NOUN
cana-3199	181	11	10201119	10201119	NUM
cana-3199	181	12	.	.	PUNCT
cana-3199	182	1	[	[	X
cana-3199	182	2	6	6	NUM
cana-3199	182	3	]	]	PUNCT
cana-3199	182	4	s.	s.	PROPN
cana-3199	182	5	ashok	ashok	PROPN
cana-3199	182	6	,	,	PUNCT
cana-3199	182	7	g.	g.	PROPN
cana-3199	182	8	kishore	kishore	PROPN
cana-3199	182	9	,	,	PUNCT
cana-3199	182	10	v.	v.	PROPN
cana-3199	182	11	rajesh	rajesh	PROPN
cana-3199	182	12	,	,	PUNCT
cana-3199	182	13	s.	s.	PROPN
cana-3199	182	14	suchitra	suchitra	PROPN
cana-3199	182	15	,	,	PUNCT
cana-3199	182	16	s.	s.	PROPN
cana-3199	182	17	g.	g.	PROPN
cana-3199	182	18	g.	g.	PROPN
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cana-3199	182	21	b.	b.	PROPN
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cana-3199	182	23	,	,	PUNCT
cana-3199	182	24	”	"	PUNCT
cana-3199	182	25	tomato	tomato	NOUN
cana-3199	182	26	leaf	leaf	NOUN
cana-3199	182	27	disease	disease	NOUN
cana-3199	182	28	detection	detection	NOUN
cana-3199	182	29	using	use	VERB
cana-3199	182	30	deep	deep	ADJ
cana-3199	182	31	learning	learning	NOUN
cana-3199	182	32	techniques	technique	NOUN
cana-3199	182	33	,	,	PUNCT
cana-3199	182	34	”	"	PUNCT
cana-3199	182	35	2020	2020	NUM
cana-3199	182	36	5th	5th	ADJ
cana-3199	182	37	international	international	ADJ
cana-3199	182	38	conference	conference	NOUN
cana-3199	182	39	on	on	ADP
cana-3199	182	40	communication	communication	NOUN
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cana-3199	182	44	(	(	PUNCT
cana-3199	182	45	ic	ic	X
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cana-3199	183	1	979	979	NUM
cana-3199	183	2	-	-	SYM
cana-3199	183	3	983	983	NUM
cana-3199	183	4	,	,	PUNCT
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cana-3199	184	3	]	]	PUNCT
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cana-3199	184	5	abirami	abirami	PROPN
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cana-3199	184	7	s.	s.	PROPN
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cana-3199	184	11	-	-	PUNCT
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cana-3199	184	17	-	-	PUNCT
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cana-3199	184	20	-	-	PUNCT
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cana-3199	184	23	and	and	CCONJ
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cana-3199	184	31	-	-	PUNCT
cana-3199	184	32	attack	attack	NOUN
cana-3199	184	33	detection	detection	NOUN
cana-3199	184	34	,	,	PUNCT
cana-3199	184	35	computers	computer	NOUN
cana-3199	184	36	and	and	CCONJ
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cana-3199	184	39	,	,	PUNCT
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cana-3199	184	42	,	,	PUNCT
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cana-3199	184	45	,	,	PUNCT
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cana-3199	184	47	,	,	PUNCT
cana-3199	184	48	108773	108773	NUM
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cana-3199	184	52	-	-	SYM
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cana-3199	184	54	,	,	PUNCT
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cana-3199	185	3	]	]	PUNCT
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cana-3199	185	9	,	,	PUNCT
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cana-3199	185	11	crop	crop	NOUN
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cana-3199	185	14	research	research	NOUN
cana-3199	185	15	—	—	PUNCT
cana-3199	185	16	a	a	DET
cana-3199	185	17	detailed	detailed	ADJ
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cana-3199	185	20	”	"	PUNCT
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cana-3199	185	24	conference	conference	NOUN
cana-3199	185	25	on	on	ADP
cana-3199	185	26	advances	advance	NOUN
cana-3199	185	27	in	in	ADP
cana-3199	185	28	computer	computer	NOUN
cana-3199	185	29	applications	application	NOUN
cana-3199	185	30	(	(	PUNCT
cana-3199	185	31	icaca	icaca	NOUN
cana-3199	185	32	)	)	PUNCT
cana-3199	185	33	,	,	PUNCT
cana-3199	185	34	coimbatore	coimbatore	PROPN
cana-3199	185	35	,	,	PUNCT
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cana-3199	185	39	,	,	PUNCT
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cana-3199	185	41	.	.	PUNCT
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cana-3199	186	2	-	-	SYM
cana-3199	186	3	208	208	NUM
cana-3199	186	4	,	,	PUNCT
cana-3199	186	5	doi	doi	NOUN
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cana-3199	187	13	,	,	PUNCT
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cana-3199	187	19	&	&	CCONJ
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cana-3199	188	3	)	)	PUNCT
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cana-3199	189	12	diseases	disease	NOUN
cana-3199	189	13	.	.	PUNCT
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cana-3199	191	2	.	.	X
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cana-3199	191	6	-	-	PUNCT
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cana-3199	191	8	-	-	SYM
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cana-3199	192	9	,	,	PUNCT
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cana-3199	193	3	)	)	PUNCT
cana-3199	193	4	.	.	PUNCT
cana-3199	194	1	a	a	DET
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cana-3199	194	3	support	support	NOUN
cana-3199	194	4	system	system	NOUN
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cana-3199	194	12	algorithms	algorithm	NOUN
cana-3199	194	13	.	.	PUNCT
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cana-3199	195	2	.	.	PUNCT
cana-3199	196	1	14	14	NUM
cana-3199	196	2	.	.	X
cana-3199	196	3	1256	1256	NUM
cana-3199	196	4	.	.	PUNCT
cana-3199	197	1	10.3390	10.3390	NUM
cana-3199	197	2	/	/	SYM
cana-3199	197	3	agriculture14081256	agriculture14081256	PROPN
cana-3199	197	4	.	.	PUNCT
cana-3199	198	1	[	[	X
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cana-3199	198	3	]	]	PUNCT
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cana-3199	199	4	.	.	PUNCT
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cana-3199	200	11	:	:	PUNCT
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cana-3199	200	13	-	-	PUNCT
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cana-3199	201	2	(	(	PUNCT
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cana-3199	201	4	)	)	PUNCT
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cana-3199	201	14	.	.	PUNCT
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cana-3199	202	9	.	.	PUNCT
cana-3199	203	1	8	8	NUM
cana-3199	203	2	.	.	X
cana-3199	203	3	129	129	NUM
cana-3199	203	4	-	-	SYM
cana-3199	203	5	132	132	NUM
cana-3199	203	6	.	.	PUNCT
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cana-3199	204	2	/	/	SYM
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cana-3199	204	4	.	.	PUNCT
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cana-3199	207	10	.	.	PUNCT
cana-3199	208	1	2	2	NUM
cana-3199	208	2	.	.	X
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cana-3199	208	4	-	-	SYM
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cana-3199	208	6	.	.	PUNCT
cana-3199	209	1	10.59461	10.59461	NUM
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cana-3199	211	3	)	)	PUNCT
cana-3199	211	4	.	.	PUNCT
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cana-3199	213	5	and	and	CCONJ
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cana-3199	214	6	[	[	SYM
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cana-3199	214	13	&	&	CCONJ
cana-3199	214	14	pashchenko	pashchenko	PROPN
cana-3199	214	15	,	,	PUNCT
cana-3199	214	16	fedor	fedor	PROPN
cana-3199	214	17	f.	f.	PROPN
cana-3199	214	18	&	&	CCONJ
cana-3199	214	19	tiep	tiep	PROPN
cana-3199	214	20	,	,	PUNCT
cana-3199	214	21	le	le	PROPN
cana-3199	214	22	&	&	CCONJ
cana-3199	214	23	cong	cong	PROPN
cana-3199	214	24	,	,	PUNCT
cana-3199	214	25	vu	vu	X
cana-3199	214	26	.	.	PUNCT
cana-3199	214	27	(	(	PUNCT
cana-3199	214	28	2021	2021	NUM
cana-3199	214	29	)	)	PUNCT
cana-3199	214	30	.	.	PUNCT
cana-3199	215	1	convolutional	convolutional	ADJ
cana-3199	215	2	neural	neural	ADJ
cana-3199	215	3	network	network	NOUN
cana-3199	215	4	for	for	ADP
cana-3199	215	5	convolution	convolution	NOUN
cana-3199	215	6	of	of	ADP
cana-3199	215	7	aerial	aerial	ADJ
cana-3199	215	8	survey	survey	NOUN
cana-3199	215	9	images	image	NOUN
cana-3199	215	10	.	.	PUNCT
cana-3199	216	1	ifac	ifac	NOUN
cana-3199	216	2	-	-	PUNCT
cana-3199	216	3	papersonline	papersonline	NOUN
cana-3199	216	4	.	.	PUNCT
cana-3199	217	1	54	54	NUM
cana-3199	217	2	.	.	X
cana-3199	218	1	588	588	NUM
cana-3199	218	2	-	-	SYM
cana-3199	218	3	592	592	NUM
cana-3199	218	4	.	.	PUNCT
cana-3199	219	1	10.1016	10.1016	NUM
cana-3199	219	2	/	/	SYM
cana-3199	219	3	j.ifacol.2021.10.513	j.ifacol.2021.10.513	PROPN
cana-3199	219	4	.	.	PUNCT
cana-3199	220	1	[	[	X
cana-3199	220	2	15	15	NUM
cana-3199	220	3	]	]	PUNCT
cana-3199	220	4	arkhstan	arkhstan	PROPN
cana-3199	220	5	,	,	PUNCT
cana-3199	220	6	sofia	sofia	PROPN
cana-3199	220	7	&	&	CCONJ
cana-3199	220	8	hongou	hongou	PROPN
cana-3199	220	9	,	,	PUNCT
cana-3199	220	10	lima	lima	PROPN
cana-3199	220	11	&	&	CCONJ
cana-3199	220	12	behdad	behdad	PROPN
cana-3199	220	13	,	,	PUNCT
cana-3199	220	14	nader	nader	PROPN
cana-3199	220	15	&	&	CCONJ
cana-3199	220	16	shazly	shazly	PROPN
cana-3199	220	17	,	,	PUNCT
cana-3199	220	18	khadija	khadija	PROPN
cana-3199	220	19	.	.	PUNCT
cana-3199	221	1	(	(	PUNCT
cana-3199	221	2	2024	2024	NUM
cana-3199	221	3	)	)	PUNCT
cana-3199	221	4	.	.	PUNCT
cana-3199	222	1	novel	novel	ADJ
cana-3199	222	2	linear	linear	PROPN
cana-3199	222	3	support	support	NOUN
cana-3199	222	4	vector	vector	NOUN
cana-3199	222	5	machine	machine	NOUN
cana-3199	222	6	algorithm	algorithm	NOUN
cana-3199	222	7	for	for	ADP
cana-3199	222	8	power	power	NOUN
cana-3199	222	9	theft	theft	NOUN
cana-3199	222	10	detection	detection	NOUN
cana-3199	222	11	and	and	CCONJ
cana-3199	222	12	accuracy	accuracy	NOUN
cana-3199	222	13	comparison	comparison	NOUN
cana-3199	222	14	to	to	ADP
cana-3199	222	15	convolutional	convolutional	ADJ
cana-3199	222	16	svm	svm	ADJ
cana-3199	222	17	algorithm	algorithm	NOUN
cana-3199	222	18	.	.	PUNCT
cana-3199	223	1	[	[	X
cana-3199	223	2	16	16	NUM
cana-3199	223	3	]	]	X
cana-3199	223	4	abdulqader	abdulqader	NOUN
cana-3199	223	5	,	,	PUNCT
cana-3199	223	6	hozan	hozan	PROPN
cana-3199	223	7	&	&	CCONJ
cana-3199	223	8	abdulazeez	abdulazeez	PROPN
cana-3199	223	9	,	,	PUNCT
cana-3199	223	10	adnan	adnan	PROPN
cana-3199	223	11	.	.	PUNCT
cana-3199	224	1	(	(	PUNCT
cana-3199	224	2	2024	2024	NUM
cana-3199	224	3	)	)	PUNCT
cana-3199	224	4	.	.	PUNCT
cana-3199	225	1	a	a	DET
cana-3199	225	2	review	review	NOUN
cana-3199	225	3	on	on	ADP
cana-3199	225	4	decision	decision	NOUN
cana-3199	225	5	tree	tree	NOUN
cana-3199	225	6	algorithm	algorithm	NOUN
cana-3199	225	7	in	in	ADP
cana-3199	225	8	healthcare	healthcare	PROPN
cana-3199	225	9	applications	application	NOUN
cana-3199	225	10	.	.	PUNCT
cana-3199	226	1	indonesian	indonesian	ADJ
cana-3199	226	2	journal	journal	PROPN
cana-3199	226	3	of	of	ADP
cana-3199	226	4	computer	computer	NOUN
cana-3199	226	5	science	science	NOUN
cana-3199	226	6	.	.	PUNCT
cana-3199	227	1	13	13	NUM
cana-3199	227	2	.	.	X
cana-3199	227	3	10.33022	10.33022	NUM
cana-3199	227	4	/	/	SYM
cana-3199	227	5	ijcs.v13i3.4026	ijcs.v13i3.4026	PROPN
cana-3199	227	6	.	.	PUNCT
cana-3199	228	1	[	[	X
cana-3199	228	2	17	17	NUM
cana-3199	228	3	]	]	SYM
cana-3199	228	4	bhowmik	bhowmik	ADJ
cana-3199	228	5	,	,	PUNCT
cana-3199	228	6	debanjan	debanjan	PROPN
cana-3199	228	7	.	.	PUNCT
cana-3199	229	1	(	(	PUNCT
cana-3199	229	2	2024	2024	NUM
cana-3199	229	3	)	)	PUNCT
cana-3199	229	4	.	.	PUNCT
cana-3199	230	1	introduction	introduction	NOUN
cana-3199	230	2	to	to	ADP
cana-3199	230	3	artificial	artificial	ADJ
cana-3199	230	4	neural	neural	ADJ
cana-3199	230	5	networks	network	NOUN
cana-3199	230	6	(	(	PUNCT
cana-3199	230	7	ann	ann	PROPN
cana-3199	230	8	)	)	PUNCT
cana-3199	230	9	and	and	CCONJ
cana-3199	230	10	spiking	spike	VERB
cana-3199	230	11	neural	neural	ADJ
cana-3199	230	12	networks	network	NOUN
cana-3199	230	13	(	(	PUNCT
cana-3199	230	14	snn	snn	PROPN
cana-3199	230	15	)	)	PUNCT
cana-3199	230	16	.	.	PUNCT
cana-3199	231	1	10.1007/978	10.1007/978	NUM
cana-3199	231	2	-	-	SYM
cana-3199	231	3	981	981	NUM
cana-3199	231	4	-	-	PUNCT
cana-3199	231	5	97	97	NUM
cana-3199	231	6	-	-	PUNCT
cana-3199	231	7	4445	4445	NUM
cana-3199	231	8	-	-	PUNCT
cana-3199	231	9	9_3	9_3	NUM
cana-3199	231	10	.	.	PUNCT
cana-3199	232	1	[	[	X
cana-3199	232	2	18	18	NUM
cana-3199	232	3	]	]	SYM
cana-3199	232	4	riehl	riehl	NOUN
cana-3199	232	5	,	,	PUNCT
cana-3199	232	6	kevin	kevin	PROPN
cana-3199	232	7	&	&	CCONJ
cana-3199	232	8	neunteufel	neunteufel	PROPN
cana-3199	232	9	,	,	PUNCT
cana-3199	232	10	michael	michael	PROPN
cana-3199	232	11	&	&	CCONJ
cana-3199	232	12	hemberg	hemberg	PROPN
cana-3199	232	13	,	,	PUNCT
cana-3199	232	14	martin	martin	PROPN
cana-3199	232	15	.	.	PUNCT
cana-3199	233	1	(	(	PUNCT
cana-3199	233	2	2023	2023	NUM
cana-3199	233	3	)	)	PUNCT
cana-3199	233	4	.	.	PUNCT
cana-3199	234	1	hierarchical	hierarchical	ADJ
cana-3199	234	2	confusion	confusion	NOUN
cana-3199	234	3	matrix	matrix	NOUN
cana-3199	234	4	for	for	ADP
cana-3199	234	5	classification	classification	NOUN
cana-3199	234	6	performance	performance	NOUN
cana-3199	234	7	evaluation	evaluation	NOUN
cana-3199	234	8	.	.	PUNCT
cana-3199	235	1	[	[	X
cana-3199	235	2	19	19	NUM
cana-3199	235	3	]	]	X
cana-3199	235	4	precisión	precisión	X
cana-3199	235	5	,	,	PUNCT
cana-3199	235	6	aplicación	aplicación	PROPN
cana-3199	235	7	&	&	CCONJ
cana-3199	235	8	ramirez	ramirez	PROPN
cana-3199	235	9	gomez	gomez	PROPN
cana-3199	235	10	,	,	PUNCT
cana-3199	235	11	carlos	carlos	PROPN
cana-3199	235	12	.	.	PUNCT
cana-3199	235	13	(	(	PUNCT
cana-3199	235	14	2020	2020	NUM
cana-3199	235	15	)	)	PUNCT
cana-3199	235	16	.	.	PUNCT
cana-3199	236	1	aplicación	aplicación	PROPN
cana-3199	236	2	del	del	PROPN
cana-3199	236	3	machine	machine	NOUN
cana-3199	236	4	learning	learn	VERB
cana-3199	236	5	en	en	PROPN
cana-3199	236	6	agricultura	agricultura	PROPN
cana-3199	236	7	de	de	PROPN
cana-3199	236	8	precisión	precisión	PROPN
cana-3199	236	9	application	application	NOUN
cana-3199	236	10	of	of	ADP
cana-3199	236	11	machine	machine	NOUN
cana-3199	236	12	learning	learn	VERB
cana-3199	236	13	in	in	ADP
cana-3199	236	14	precision	precision	NOUN
cana-3199	236	15	agriculture	agriculture	NOUN
cana-3199	236	16	.	.	PUNCT
cana-3199	237	1	revista	revista	PROPN
cana-3199	237	2	cintex	cintex	PROPN
cana-3199	237	3	.	.	PUNCT
cana-3199	238	1	25	25	NUM
cana-3199	238	2	.	.	X
cana-3199	239	1	14	14	NUM
cana-3199	239	2	-	-	SYM
cana-3199	239	3	27	27	NUM
cana-3199	239	4	.	.	PUNCT
cana-3199	240	1	10.33131/24222208.356	10.33131/24222208.356	X
cana-3199	240	2	.	.	PUNCT
cana-3199	241	1	[	[	X
cana-3199	241	2	20	20	NUM
cana-3199	241	3	]	]	X
cana-3199	241	4	akinsola	akinsola	PROPN
cana-3199	241	5	,	,	PUNCT
cana-3199	241	6	j	j	PROPN
cana-3199	241	7	e	e	PROPN
cana-3199	241	8	t	t	PROPN
cana-3199	241	9	&	&	CCONJ
cana-3199	241	10	onipede	onipede	PROPN
cana-3199	241	11	,	,	PUNCT
cana-3199	241	12	f.	f.	PROPN
cana-3199	241	13	&	&	CCONJ
cana-3199	241	14	olajubu	olajubu	PROPN
cana-3199	241	15	,	,	PUNCT
cana-3199	241	16	emmanuel	emmanuel	PROPN
cana-3199	241	17	&	&	CCONJ
cana-3199	241	18	aderounmu	aderounmu	NOUN
cana-3199	241	19	,	,	PUNCT
cana-3199	241	20	ganiyu	ganiyu	NOUN
cana-3199	241	21	.	.	PUNCT
cana-3199	242	1	(	(	PUNCT
cana-3199	242	2	2024	2024	NUM
cana-3199	242	3	)	)	PUNCT
cana-3199	242	4	.	.	PUNCT
cana-3199	243	1	machine	machine	NOUN
cana-3199	243	2	learning	learning	NOUN
cana-3199	243	3	enabled	enable	VERB
cana-3199	243	4	image	image	NOUN
cana-3199	243	5	classification	classification	NOUN
cana-3199	243	6	using	use	VERB
cana-3199	243	7	k	k	ADV
cana-3199	243	8	-	-	PUNCT
cana-3199	243	9	nearest	near	ADJ
cana-3199	243	10	neighbour	neighbour	NOUN
cana-3199	243	11	and	and	CCONJ
cana-3199	243	12	learning	learn	VERB
cana-3199	243	13	vector	vector	NOUN
cana-3199	243	14	quantization	quantization	NOUN
cana-3199	243	15	.	.	PUNCT
cana-3199	244	1	10.1007/978	10.1007/978	NUM
cana-3199	244	2	-	-	SYM
cana-3199	244	3	3	3	NUM
cana-3199	244	4	-	-	PUNCT
cana-3199	244	5	031	031	NUM
cana-3199	244	6	-	-	PUNCT
cana-3199	244	7	537288_12	537288_12	NOUN
cana-3199	244	8	.	.	PUNCT
cana-3199	245	1	[	[	X
cana-3199	245	2	21	21	NUM
cana-3199	245	3	]	]	X
cana-3199	245	4	humphrey	humphrey	PROPN
cana-3199	245	5	,	,	PUNCT
cana-3199	245	6	a	a	PRON
cana-3199	245	7	&	&	CCONJ
cana-3199	245	8	kuberski	kuberski	PROPN
cana-3199	245	9	,	,	PUNCT
cana-3199	245	10	w	w	PROPN
cana-3199	245	11	&	&	CCONJ
cana-3199	245	12	białek	białek	PROPN
cana-3199	245	13	,	,	PUNCT
cana-3199	245	14	jakub	jakub	PROPN
cana-3199	245	15	&	&	CCONJ
cana-3199	245	16	perrakis	perrakis	PROPN
cana-3199	245	17	,	,	PUNCT
cana-3199	245	18	n	n	NOUN
cana-3199	245	19	&	&	CCONJ
cana-3199	245	20	cools	cool	NOUN
cana-3199	245	21	,	,	PUNCT
cana-3199	245	22	w	w	PROPN
cana-3199	245	23	&	&	CCONJ
cana-3199	245	24	nuyttens	nuyttens	PROPN
cana-3199	245	25	,	,	PUNCT
cana-3199	245	26	n	n	PROPN
cana-3199	245	27	&	&	CCONJ
cana-3199	245	28	elakhrass	elakhrass	NOUN
cana-3199	245	29	,	,	PUNCT
cana-3199	245	30	h	h	PROPN
cana-3199	245	31	&	&	CCONJ
cana-3199	245	32	cunha	cunha	NOUN
cana-3199	245	33	,	,	PUNCT
cana-3199	245	34	p.	p.	NOUN
cana-3199	245	35	(	(	PUNCT
cana-3199	245	36	2022	2022	NUM
cana-3199	245	37	)	)	PUNCT
cana-3199	245	38	.	.	PUNCT
cana-3199	246	1	machine	machine	NOUN
cana-3199	246	2	-	-	PUNCT
cana-3199	246	3	learning	learn	VERB
cana-3199	246	4	classification	classification	NOUN
cana-3199	246	5	of	of	ADP
cana-3199	246	6	astronomical	astronomical	ADJ
cana-3199	246	7	sources	source	NOUN
cana-3199	246	8	:	:	PUNCT
cana-3199	246	9	estimating	estimate	VERB
cana-3199	246	10	f1	f1	NOUN
cana-3199	246	11	-	-	PUNCT
cana-3199	246	12	score	score	NOUN
cana-3199	246	13	in	in	ADP
cana-3199	246	14	the	the	DET
cana-3199	246	15	absence	absence	NOUN
cana-3199	246	16	of	of	ADP
cana-3199	246	17	ground	ground	NOUN
cana-3199	246	18	truth	truth	NOUN
cana-3199	246	19	.	.	PUNCT
cana-3199	247	1	monthly	monthly	ADJ
cana-3199	247	2	notices	notice	NOUN
cana-3199	247	3	of	of	ADP
cana-3199	247	4	the	the	DET
cana-3199	247	5	royal	royal	ADJ
cana-3199	247	6	astronomical	astronomical	ADJ
cana-3199	247	7	society	society	NOUN
cana-3199	247	8	:	:	PUNCT
cana-3199	247	9	letters	letter	NOUN
cana-3199	247	10	.	.	PUNCT
cana-3199	248	1	517	517	NUM
cana-3199	248	2	.	.	PUNCT
cana-3199	248	3	10.1093	10.1093	NUM
cana-3199	248	4	/	/	SYM
cana-3199	248	5	mnrasl	mnrasl	PROPN
cana-3199	248	6	/	/	SYM
cana-3199	248	7	slac120	slac120	PROPN
cana-3199	248	8	.	.	PUNCT