id	sid	tid	token	lemma	pos
cana-2588	1	1	communications	communication	NOUN
cana-2588	1	2	on	on	ADP
cana-2588	1	3	applied	apply	VERB
cana-2588	1	4	nonlinear	nonlinear	ADJ
cana-2588	1	5	analysis	analysis	NOUN
cana-2588	1	6	issn	issn	NOUN
cana-2588	1	7	:	:	PUNCT
cana-2588	1	8	1074	1074	NUM
cana-2588	1	9	-	-	PUNCT
cana-2588	1	10	133x	133x	NUM
cana-2588	1	11	vol	vol	NOUN
cana-2588	1	12	32	32	NUM
cana-2588	1	13	no	no	NOUN
cana-2588	1	14	.	.	PUNCT
cana-2588	2	1	3s	3s	NUM
cana-2588	2	2	(	(	PUNCT
cana-2588	2	3	2025	2025	NUM
cana-2588	2	4	)	)	PUNCT
cana-2588	2	5	177	177	NUM
cana-2588	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	2	7	enhancing	enhance	VERB
cana-2588	2	8	precision	precision	NOUN
cana-2588	2	9	agriculture	agriculture	NOUN
cana-2588	2	10	:	:	PUNCT
cana-2588	2	11	iot	iot	VERB
cana-2588	2	12	-	-	PUNCT
cana-2588	2	13	enabled	enable	VERB
cana-2588	2	14	soil	soil	NOUN
cana-2588	2	15	nutrient	nutrient	NOUN
cana-2588	2	16	analysis	analysis	NOUN
cana-2588	2	17	and	and	CCONJ
cana-2588	2	18	deep	deep	ADJ
cana-2588	2	19	learning	learning	NOUN
cana-2588	2	20	-	-	PUNCT
cana-2588	2	21	based	base	VERB
cana-2588	2	22	crop	crop	NOUN
cana-2588	2	23	recommendation	recommendation	NOUN
cana-2588	2	24	models	model	NOUN
cana-2588	2	25	amita	amita	PROPN
cana-2588	2	26	shukla1	shukla1	PROPN
cana-2588	2	27	,	,	PUNCT
cana-2588	2	28	dr	dr	PROPN
cana-2588	2	29	.	.	PROPN
cana-2588	2	30	krishna	krishna	PROPN
cana-2588	2	31	kant	kant	PROPN
cana-2588	2	32	agrawal2	agrawal2	PROPN
cana-2588	3	1	1research	1research	NUM
cana-2588	3	2	scholar	scholar	NOUN
cana-2588	3	3	,	,	PUNCT
cana-2588	3	4	school	school	NOUN
cana-2588	3	5	of	of	ADP
cana-2588	3	6	computer	computer	NOUN
cana-2588	3	7	science	science	NOUN
cana-2588	3	8	and	and	CCONJ
cana-2588	3	9	engineering	engineering	NOUN
cana-2588	3	10	,	,	PUNCT
cana-2588	3	11	galgotias	galgotias	PROPN
cana-2588	3	12	university	university	NOUN
cana-2588	3	13	,	,	PUNCT
cana-2588	3	14	greater	great	ADJ
cana-2588	3	15	noida	noida	PROPN
cana-2588	3	16	,	,	PUNCT
cana-2588	3	17	india	india	PROPN
cana-2588	3	18	.	.	PUNCT
cana-2588	3	19	email	email	NOUN
cana-2588	3	20	:	:	PUNCT
cana-2588	3	21	amitapandeybit@gmail.com	amitapandeybit@gmail.com	PROPN
cana-2588	3	22	2professor	2professor	NUM
cana-2588	3	23	scse	scse	NOUN
cana-2588	3	24	,	,	PUNCT
cana-2588	3	25	school	school	NOUN
cana-2588	3	26	of	of	ADP
cana-2588	3	27	computer	computer	NOUN
cana-2588	3	28	science	science	NOUN
cana-2588	3	29	and	and	CCONJ
cana-2588	3	30	engineering	engineering	NOUN
cana-2588	3	31	,	,	PUNCT
cana-2588	3	32	galgotias	galgotias	PROPN
cana-2588	3	33	university	university	NOUN
cana-2588	3	34	,	,	PUNCT
cana-2588	3	35	greater	great	ADJ
cana-2588	3	36	noida	noida	PROPN
cana-2588	3	37	,	,	PUNCT
cana-2588	3	38	india	india	PROPN
cana-2588	3	39	.	.	PUNCT
cana-2588	4	1	emailkkagrawal@outlook.com	emailkkagrawal@outlook.com	X
cana-2588	5	1	article	article	NOUN
cana-2588	5	2	history	history	NOUN
cana-2588	5	3	:	:	PUNCT
cana-2588	5	4	received	receive	VERB
cana-2588	5	5	:	:	PUNCT
cana-2588	5	6	25	25	NUM
cana-2588	5	7	-	-	PUNCT
cana-2588	5	8	09	09	NUM
cana-2588	5	9	-	-	PUNCT
cana-2588	5	10	2024	2024	NUM
cana-2588	5	11	revised	revise	VERB
cana-2588	5	12	:	:	PUNCT
cana-2588	5	13	03	03	NUM
cana-2588	5	14	-	-	SYM
cana-2588	5	15	11	11	NUM
cana-2588	5	16	-	-	PUNCT
cana-2588	5	17	2024	2024	NUM
cana-2588	5	18	accepted	accept	VERB
cana-2588	5	19	:	:	PUNCT
cana-2588	5	20	18	18	NUM
cana-2588	5	21	-	-	SYM
cana-2588	5	22	11	11	NUM
cana-2588	5	23	-	-	PUNCT
cana-2588	5	24	2024	2024	NUM
cana-2588	5	25	abstract	abstract	NOUN
cana-2588	5	26	:	:	PUNCT
cana-2588	5	27	the	the	DET
cana-2588	5	28	emergence	emergence	NOUN
cana-2588	5	29	of	of	ADP
cana-2588	5	30	the	the	DET
cana-2588	5	31	internet	internet	NOUN
cana-2588	5	32	of	of	ADP
cana-2588	5	33	things	thing	NOUN
cana-2588	5	34	(	(	PUNCT
cana-2588	5	35	iot	iot	NOUN
cana-2588	5	36	)	)	PUNCT
cana-2588	5	37	has	have	AUX
cana-2588	5	38	brought	bring	VERB
cana-2588	5	39	about	about	ADP
cana-2588	5	40	a	a	DET
cana-2588	5	41	revolution	revolution	NOUN
cana-2588	5	42	in	in	ADP
cana-2588	5	43	a	a	DET
cana-2588	5	44	number	number	NOUN
cana-2588	5	45	of	of	ADP
cana-2588	5	46	fields	field	NOUN
cana-2588	5	47	,	,	PUNCT
cana-2588	5	48	most	most	ADV
cana-2588	5	49	notably	notably	ADV
cana-2588	5	50	agriculture	agriculture	NOUN
cana-2588	5	51	,	,	PUNCT
cana-2588	5	52	where	where	SCONJ
cana-2588	5	53	precision	precision	NOUN
cana-2588	5	54	farming	farming	NOUN
cana-2588	5	55	techniques	technique	NOUN
cana-2588	5	56	that	that	PRON
cana-2588	5	57	improve	improve	VERB
cana-2588	5	58	sustainability	sustainability	NOUN
cana-2588	5	59	and	and	CCONJ
cana-2588	5	60	production	production	NOUN
cana-2588	5	61	have	have	AUX
cana-2588	5	62	been	be	AUX
cana-2588	5	63	made	make	VERB
cana-2588	5	64	possible	possible	ADJ
cana-2588	5	65	.	.	PUNCT
cana-2588	6	1	in	in	ADP
cana-2588	6	2	the	the	DET
cana-2588	6	3	context	context	NOUN
cana-2588	6	4	of	of	ADP
cana-2588	6	5	precision	precision	NOUN
cana-2588	6	6	agriculture	agriculture	NOUN
cana-2588	6	7	,	,	PUNCT
cana-2588	6	8	this	this	DET
cana-2588	6	9	review	review	NOUN
cana-2588	6	10	paper	paper	NOUN
cana-2588	6	11	focusses	focusse	NOUN
cana-2588	6	12	on	on	ADP
cana-2588	6	13	the	the	DET
cana-2588	6	14	integration	integration	NOUN
cana-2588	6	15	of	of	ADP
cana-2588	6	16	iot	iot	ADJ
cana-2588	6	17	technology	technology	NOUN
cana-2588	6	18	for	for	ADP
cana-2588	6	19	crop	crop	NOUN
cana-2588	6	20	recommendation	recommendation	NOUN
cana-2588	6	21	models	model	NOUN
cana-2588	6	22	and	and	CCONJ
cana-2588	6	23	soil	soil	NOUN
cana-2588	6	24	nutrient	nutrient	NOUN
cana-2588	6	25	analysis	analysis	NOUN
cana-2588	6	26	.	.	PUNCT
cana-2588	7	1	farmers	farmer	NOUN
cana-2588	7	2	can	can	AUX
cana-2588	7	3	accurately	accurately	ADV
cana-2588	7	4	determine	determine	VERB
cana-2588	7	5	nutrient	nutrient	NOUN
cana-2588	7	6	requirements	requirement	NOUN
cana-2588	7	7	and	and	CCONJ
cana-2588	7	8	levels	level	NOUN
cana-2588	7	9	by	by	ADP
cana-2588	7	10	using	use	VERB
cana-2588	7	11	real	real	ADJ
cana-2588	7	12	-	-	PUNCT
cana-2588	7	13	time	time	NOUN
cana-2588	7	14	soil	soil	NOUN
cana-2588	7	15	health	health	NOUN
cana-2588	7	16	monitoring	monitoring	NOUN
cana-2588	7	17	made	make	VERB
cana-2588	7	18	possible	possible	ADJ
cana-2588	7	19	by	by	ADP
cana-2588	7	20	iot	iot	VERB
cana-2588	7	21	-	-	PUNCT
cana-2588	7	22	enabled	enable	VERB
cana-2588	7	23	sensors	sensor	NOUN
cana-2588	7	24	and	and	CCONJ
cana-2588	7	25	data	datum	NOUN
cana-2588	7	26	analytics	analytic	NOUN
cana-2588	7	27	.	.	PUNCT
cana-2588	8	1	this	this	DET
cana-2588	8	2	study	study	NOUN
cana-2588	8	3	conducts	conduct	VERB
cana-2588	8	4	a	a	DET
cana-2588	8	5	thorough	thorough	ADJ
cana-2588	8	6	analysis	analysis	NOUN
cana-2588	8	7	of	of	ADP
cana-2588	8	8	the	the	DET
cana-2588	8	9	body	body	NOUN
cana-2588	8	10	of	of	ADP
cana-2588	8	11	research	research	NOUN
cana-2588	8	12	on	on	ADP
cana-2588	8	13	the	the	DET
cana-2588	8	14	several	several	ADJ
cana-2588	8	15	internet	internet	NOUN
cana-2588	8	16	of	of	ADP
cana-2588	8	17	things	thing	NOUN
cana-2588	8	18	applications	application	NOUN
cana-2588	8	19	that	that	PRON
cana-2588	8	20	support	support	VERB
cana-2588	8	21	efficient	efficient	ADJ
cana-2588	8	22	crop	crop	NOUN
cana-2588	8	23	management	management	NOUN
cana-2588	8	24	and	and	CCONJ
cana-2588	8	25	soil	soil	NOUN
cana-2588	8	26	nutrient	nutrient	NOUN
cana-2588	8	27	optimisation	optimisation	NOUN
cana-2588	8	28	.	.	PUNCT
cana-2588	9	1	it	it	PRON
cana-2588	9	2	examines	examine	VERB
cana-2588	9	3	cutting	cut	VERB
cana-2588	9	4	-	-	PUNCT
cana-2588	9	5	edge	edge	NOUN
cana-2588	9	6	sensor	sensor	NOUN
cana-2588	9	7	technologies	technology	NOUN
cana-2588	9	8	—	—	PUNCT
cana-2588	9	9	such	such	ADJ
cana-2588	9	10	as	as	ADP
cana-2588	9	11	spectrometry	spectrometry	NOUN
cana-2588	9	12	and	and	CCONJ
cana-2588	9	13	electrochemical	electrochemical	ADJ
cana-2588	9	14	sensors	sensor	NOUN
cana-2588	9	15	—	—	PUNCT
cana-2588	9	16	used	use	VERB
cana-2588	9	17	in	in	ADP
cana-2588	9	18	soil	soil	NOUN
cana-2588	9	19	monitoring	monitoring	NOUN
cana-2588	9	20	and	and	CCONJ
cana-2588	9	21	emphasises	emphasise	VERB
cana-2588	9	22	how	how	SCONJ
cana-2588	9	23	important	important	ADJ
cana-2588	9	24	it	it	PRON
cana-2588	9	25	is	be	AUX
cana-2588	9	26	to	to	PART
cana-2588	9	27	get	get	VERB
cana-2588	9	28	precise	precise	ADJ
cana-2588	9	29	soil	soil	NOUN
cana-2588	9	30	data	datum	NOUN
cana-2588	9	31	.	.	PUNCT
cana-2588	10	1	the	the	DET
cana-2588	10	2	study	study	NOUN
cana-2588	10	3	also	also	ADV
cana-2588	10	4	looks	look	VERB
cana-2588	10	5	at	at	ADP
cana-2588	10	6	the	the	DET
cana-2588	10	7	creation	creation	NOUN
cana-2588	10	8	of	of	ADP
cana-2588	10	9	predictive	predictive	ADJ
cana-2588	10	10	models	model	NOUN
cana-2588	10	11	that	that	PRON
cana-2588	10	12	use	use	VERB
cana-2588	10	13	machine	machine	NOUN
cana-2588	10	14	learning	learn	VERB
cana-2588	10	15	algorithms	algorithm	NOUN
cana-2588	10	16	to	to	PART
cana-2588	10	17	suggest	suggest	VERB
cana-2588	10	18	appropriate	appropriate	ADJ
cana-2588	10	19	crop	crop	NOUN
cana-2588	10	20	varieties	variety	NOUN
cana-2588	10	21	depending	depend	VERB
cana-2588	10	22	on	on	ADP
cana-2588	10	23	environmental	environmental	ADJ
cana-2588	10	24	factors	factor	NOUN
cana-2588	10	25	and	and	CCONJ
cana-2588	10	26	soil	soil	NOUN
cana-2588	10	27	nutrient	nutrient	NOUN
cana-2588	10	28	profiles	profile	NOUN
cana-2588	10	29	.	.	PUNCT
cana-2588	11	1	the	the	DET
cana-2588	11	2	results	result	NOUN
cana-2588	11	3	highlight	highlight	VERB
cana-2588	11	4	how	how	SCONJ
cana-2588	11	5	the	the	DET
cana-2588	11	6	internet	internet	NOUN
cana-2588	11	7	of	of	ADP
cana-2588	11	8	things	thing	NOUN
cana-2588	11	9	(	(	PUNCT
cana-2588	11	10	iot	iot	NOUN
cana-2588	11	11	)	)	PUNCT
cana-2588	11	12	may	may	AUX
cana-2588	11	13	help	help	VERB
cana-2588	11	14	make	make	VERB
cana-2588	11	15	better	well	ADJ
cana-2588	11	16	decisions	decision	NOUN
cana-2588	11	17	in	in	ADP
cana-2588	11	18	agriculture	agriculture	NOUN
cana-2588	11	19	,	,	PUNCT
cana-2588	11	20	which	which	PRON
cana-2588	11	21	will	will	AUX
cana-2588	11	22	eventually	eventually	ADV
cana-2588	11	23	increase	increase	VERB
cana-2588	11	24	crop	crop	NOUN
cana-2588	11	25	yields	yield	NOUN
cana-2588	11	26	and	and	CCONJ
cana-2588	11	27	resource	resource	NOUN
cana-2588	11	28	efficiency	efficiency	NOUN
cana-2588	11	29	.	.	PUNCT
cana-2588	12	1	the	the	DET
cana-2588	12	2	knowledge	knowledge	NOUN
cana-2588	12	3	gained	gain	VERB
cana-2588	12	4	from	from	ADP
cana-2588	12	5	this	this	DET
cana-2588	12	6	review	review	NOUN
cana-2588	12	7	not	not	PART
cana-2588	12	8	only	only	ADV
cana-2588	12	9	advances	advance	VERB
cana-2588	12	10	our	our	PRON
cana-2588	12	11	understanding	understanding	NOUN
cana-2588	12	12	of	of	ADP
cana-2588	12	13	precision	precision	NOUN
cana-2588	12	14	agriculture	agriculture	NOUN
cana-2588	12	15	enabled	enable	VERB
cana-2588	12	16	by	by	ADP
cana-2588	12	17	the	the	DET
cana-2588	12	18	internet	internet	NOUN
cana-2588	12	19	of	of	ADP
cana-2588	12	20	things	thing	NOUN
cana-2588	12	21	,	,	PUNCT
cana-2588	12	22	but	but	CCONJ
cana-2588	12	23	also	also	ADV
cana-2588	12	24	opens	open	VERB
cana-2588	12	25	up	up	ADP
cana-2588	12	26	new	new	ADJ
cana-2588	12	27	avenues	avenue	NOUN
cana-2588	12	28	for	for	ADP
cana-2588	12	29	future	future	ADJ
cana-2588	12	30	research	research	NOUN
cana-2588	12	31	focused	focus	VERB
cana-2588	12	32	on	on	ADP
cana-2588	12	33	combining	combine	VERB
cana-2588	12	34	cutting	cutting	NOUN
cana-2588	12	35	-	-	PUNCT
cana-2588	12	36	edge	edge	NOUN
cana-2588	12	37	technology	technology	NOUN
cana-2588	12	38	to	to	PART
cana-2588	12	39	address	address	VERB
cana-2588	12	40	the	the	DET
cana-2588	12	41	problems	problem	NOUN
cana-2588	12	42	facing	face	VERB
cana-2588	12	43	contemporary	contemporary	ADJ
cana-2588	12	44	farming	farming	NOUN
cana-2588	12	45	methods	method	NOUN
cana-2588	12	46	.	.	PUNCT
cana-2588	13	1	keywords	keyword	NOUN
cana-2588	13	2	:	:	PUNCT
cana-2588	13	3	precision	precision	NOUN
cana-2588	13	4	agriculture	agriculture	NOUN
cana-2588	13	5	,	,	PUNCT
cana-2588	13	6	internet	internet	NOUN
cana-2588	13	7	of	of	ADP
cana-2588	13	8	things	thing	NOUN
cana-2588	13	9	(	(	PUNCT
cana-2588	13	10	iot	iot	NOUN
cana-2588	13	11	)	)	PUNCT
cana-2588	13	12	,	,	PUNCT
cana-2588	13	13	soil	soil	NOUN
cana-2588	13	14	nutrient	nutrient	NOUN
cana-2588	13	15	analysis	analysis	NOUN
cana-2588	13	16	,	,	PUNCT
cana-2588	13	17	crop	crop	NOUN
cana-2588	13	18	recommendation	recommendation	NOUN
cana-2588	13	19	models	model	NOUN
cana-2588	13	20	,	,	PUNCT
cana-2588	13	21	deep	deep	ADJ
cana-2588	13	22	learning	learning	NOUN
cana-2588	13	23	,	,	PUNCT
cana-2588	13	24	machine	machine	NOUN
cana-2588	13	25	learning	learning	NOUN
cana-2588	13	26	,	,	PUNCT
cana-2588	13	27	smart	smart	ADJ
cana-2588	13	28	farming	farming	NOUN
cana-2588	13	29	,	,	PUNCT
cana-2588	13	30	agricultural	agricultural	ADJ
cana-2588	13	31	technology	technology	NOUN
cana-2588	13	32	,	,	PUNCT
cana-2588	13	33	data	data	NOUN
cana-2588	13	34	-	-	PUNCT
cana-2588	13	35	driven	drive	VERB
cana-2588	13	36	agriculture	agriculture	NOUN
cana-2588	13	37	.	.	PUNCT
cana-2588	14	1	i.	i.	PROPN
cana-2588	14	2	introduction	introduction	NOUN
cana-2588	14	3	advances	advance	VERB
cana-2588	14	4	in	in	ADP
cana-2588	14	5	digital	digital	ADJ
cana-2588	14	6	technology	technology	NOUN
cana-2588	14	7	are	be	AUX
cana-2588	14	8	driving	drive	VERB
cana-2588	14	9	a	a	DET
cana-2588	14	10	technological	technological	ADJ
cana-2588	14	11	transition	transition	NOUN
cana-2588	14	12	in	in	ADP
cana-2588	14	13	agriculture	agriculture	NOUN
cana-2588	14	14	,	,	PUNCT
cana-2588	14	15	which	which	PRON
cana-2588	14	16	is	be	AUX
cana-2588	14	17	the	the	DET
cana-2588	14	18	foundation	foundation	NOUN
cana-2588	14	19	of	of	ADP
cana-2588	14	20	many	many	ADJ
cana-2588	14	21	economies	economy	NOUN
cana-2588	14	22	globally	globally	ADV
cana-2588	14	23	.	.	PUNCT
cana-2588	15	1	the	the	DET
cana-2588	15	2	internet	internet	NOUN
cana-2588	15	3	of	of	ADP
cana-2588	15	4	things	thing	NOUN
cana-2588	15	5	(	(	PUNCT
cana-2588	15	6	iot	iot	NOUN
cana-2588	15	7	)	)	PUNCT
cana-2588	15	8	is	be	AUX
cana-2588	15	9	one	one	NUM
cana-2588	15	10	of	of	ADP
cana-2588	15	11	these	these	DET
cana-2588	15	12	advancements	advancement	NOUN
cana-2588	15	13	that	that	PRON
cana-2588	15	14	has	have	AUX
cana-2588	15	15	changed	change	VERB
cana-2588	15	16	the	the	DET
cana-2588	15	17	game	game	NOUN
cana-2588	15	18	and	and	CCONJ
cana-2588	15	19	had	have	VERB
cana-2588	15	20	a	a	DET
cana-2588	15	21	big	big	ADJ
cana-2588	15	22	impact	impact	NOUN
cana-2588	15	23	on	on	ADP
cana-2588	15	24	agricultural	agricultural	ADJ
cana-2588	15	25	operations	operation	NOUN
cana-2588	15	26	.	.	PUNCT
cana-2588	16	1	precision	precision	NOUN
cana-2588	16	2	agriculture	agriculture	NOUN
cana-2588	16	3	is	be	AUX
cana-2588	16	4	replacing	replace	VERB
cana-2588	16	5	traditional	traditional	ADJ
cana-2588	16	6	farming	farming	NOUN
cana-2588	16	7	practices	practice	NOUN
cana-2588	16	8	,	,	PUNCT
cana-2588	16	9	which	which	PRON
cana-2588	16	10	are	be	AUX
cana-2588	16	11	frequently	frequently	ADV
cana-2588	16	12	typified	typify	VERB
cana-2588	16	13	by	by	ADP
cana-2588	16	14	manual	manual	ADJ
cana-2588	16	15	labour	labour	NOUN
cana-2588	16	16	,	,	PUNCT
cana-2588	16	17	a	a	DET
cana-2588	16	18	broad	broad	ADJ
cana-2588	16	19	application	application	NOUN
cana-2588	16	20	of	of	ADP
cana-2588	16	21	fertilisers	fertiliser	NOUN
cana-2588	16	22	,	,	PUNCT
cana-2588	16	23	and	and	CCONJ
cana-2588	16	24	a	a	DET
cana-2588	16	25	dependence	dependence	NOUN
cana-2588	16	26	on	on	ADP
cana-2588	16	27	intuition	intuition	NOUN
cana-2588	16	28	.	.	PUNCT
cana-2588	17	1	precision	precision	NOUN
cana-2588	17	2	agriculture	agriculture	NOUN
cana-2588	17	3	is	be	AUX
cana-2588	17	4	a	a	DET
cana-2588	17	5	data	data	NOUN
cana-2588	17	6	-	-	PUNCT
cana-2588	17	7	driven	drive	VERB
cana-2588	17	8	strategy	strategy	NOUN
cana-2588	17	9	that	that	PRON
cana-2588	17	10	maximises	maximise	VERB
cana-2588	17	11	resources	resource	NOUN
cana-2588	17	12	,	,	PUNCT
cana-2588	17	13	boosts	boost	VERB
cana-2588	17	14	productivity	productivity	NOUN
cana-2588	17	15	,	,	PUNCT
cana-2588	17	16	and	and	CCONJ
cana-2588	17	17	encourages	encourage	VERB
cana-2588	17	18	sustainability	sustainability	NOUN
cana-2588	17	19	.	.	PUNCT
cana-2588	18	1	by	by	ADP
cana-2588	18	2	utilising	utilise	VERB
cana-2588	18	3	technology	technology	NOUN
cana-2588	18	4	like	like	ADP
cana-2588	18	5	the	the	DET
cana-2588	18	6	internet	internet	NOUN
cana-2588	18	7	of	of	ADP
cana-2588	18	8	things	thing	NOUN
cana-2588	18	9	,	,	PUNCT
cana-2588	18	10	precision	precision	NOUN
cana-2588	18	11	agriculture	agriculture	NOUN
cana-2588	18	12	gives	give	VERB
cana-2588	18	13	farmers	farmer	NOUN
cana-2588	18	14	access	access	NOUN
cana-2588	18	15	to	to	ADP
cana-2588	18	16	exact	exact	ADJ
cana-2588	18	17	field	field	NOUN
cana-2588	18	18	data	datum	NOUN
cana-2588	18	19	,	,	PUNCT
cana-2588	18	20	empowering	empower	VERB
cana-2588	18	21	them	they	PRON
cana-2588	18	22	to	to	PART
cana-2588	18	23	make	make	VERB
cana-2588	18	24	well	well	ADV
cana-2588	18	25	-	-	PUNCT
cana-2588	18	26	informed	inform	VERB
cana-2588	18	27	decisions	decision	NOUN
cana-2588	18	28	that	that	PRON
cana-2588	18	29	improve	improve	VERB
cana-2588	18	30	crop	crop	NOUN
cana-2588	18	31	yields	yield	NOUN
cana-2588	18	32	and	and	CCONJ
cana-2588	18	33	resource	resource	NOUN
cana-2588	18	34	management	management	NOUN
cana-2588	18	35	.	.	PUNCT
cana-2588	19	1	communications	communication	NOUN
cana-2588	19	2	on	on	ADP
cana-2588	19	3	applied	apply	VERB
cana-2588	19	4	nonlinear	nonlinear	ADJ
cana-2588	19	5	analysis	analysis	NOUN
cana-2588	19	6	issn	issn	NOUN
cana-2588	19	7	:	:	PUNCT
cana-2588	19	8	1074	1074	NUM
cana-2588	19	9	-	-	PUNCT
cana-2588	19	10	133x	133x	NUM
cana-2588	19	11	vol	vol	NOUN
cana-2588	19	12	32	32	NUM
cana-2588	19	13	no	no	NOUN
cana-2588	19	14	.	.	PUNCT
cana-2588	20	1	3s	3s	NUM
cana-2588	20	2	(	(	PUNCT
cana-2588	20	3	2025	2025	NUM
cana-2588	20	4	)	)	PUNCT
cana-2588	20	5	178	178	NUM
cana-2588	20	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	20	7	an	an	DET
cana-2588	20	8	important	important	ADJ
cana-2588	20	9	area	area	NOUN
cana-2588	20	10	where	where	SCONJ
cana-2588	20	11	iot	iot	PROPN
cana-2588	20	12	is	be	AUX
cana-2588	20	13	having	have	VERB
cana-2588	20	14	a	a	DET
cana-2588	20	15	big	big	ADJ
cana-2588	20	16	influence	influence	NOUN
cana-2588	20	17	is	be	AUX
cana-2588	20	18	in	in	ADP
cana-2588	20	19	crop	crop	NOUN
cana-2588	20	20	recommendation	recommendation	NOUN
cana-2588	20	21	models	model	NOUN
cana-2588	20	22	and	and	CCONJ
cana-2588	20	23	soil	soil	NOUN
cana-2588	20	24	nutrient	nutrient	NOUN
cana-2588	20	25	assessments	assessment	NOUN
cana-2588	20	26	.	.	PUNCT
cana-2588	21	1	a	a	DET
cana-2588	21	2	key	key	ADJ
cana-2588	21	3	element	element	NOUN
cana-2588	21	4	in	in	ADP
cana-2588	21	5	determining	determine	VERB
cana-2588	21	6	agricultural	agricultural	ADJ
cana-2588	21	7	productivity	productivity	NOUN
cana-2588	21	8	is	be	AUX
cana-2588	21	9	the	the	DET
cana-2588	21	10	condition	condition	NOUN
cana-2588	21	11	of	of	ADP
cana-2588	21	12	the	the	DET
cana-2588	21	13	soil	soil	NOUN
cana-2588	21	14	.	.	PUNCT
cana-2588	22	1	an	an	DET
cana-2588	22	2	imbalance	imbalance	NOUN
cana-2588	22	3	of	of	ADP
cana-2588	22	4	nutrients	nutrient	NOUN
cana-2588	22	5	in	in	ADP
cana-2588	22	6	the	the	DET
cana-2588	22	7	soil	soil	NOUN
cana-2588	22	8	can	can	AUX
cana-2588	22	9	eventually	eventually	ADV
cana-2588	22	10	cause	cause	VERB
cana-2588	22	11	soil	soil	NOUN
cana-2588	22	12	degradation	degradation	NOUN
cana-2588	22	13	as	as	ADV
cana-2588	22	14	well	well	ADV
cana-2588	22	15	as	as	ADP
cana-2588	22	16	poor	poor	ADJ
cana-2588	22	17	crop	crop	NOUN
cana-2588	22	18	performance	performance	NOUN
cana-2588	22	19	and	and	CCONJ
cana-2588	22	20	lower	low	ADJ
cana-2588	22	21	yields	yield	NOUN
cana-2588	22	22	.	.	PUNCT
cana-2588	23	1	thus	thus	ADV
cana-2588	23	2	,	,	PUNCT
cana-2588	23	3	to	to	PART
cana-2588	23	4	guarantee	guarantee	VERB
cana-2588	23	5	that	that	SCONJ
cana-2588	23	6	crops	crop	NOUN
cana-2588	23	7	receive	receive	VERB
cana-2588	23	8	the	the	DET
cana-2588	23	9	proper	proper	ADJ
cana-2588	23	10	nutrients	nutrient	NOUN
cana-2588	23	11	at	at	ADP
cana-2588	23	12	the	the	DET
cana-2588	23	13	right	right	ADJ
cana-2588	23	14	time	time	NOUN
cana-2588	23	15	,	,	PUNCT
cana-2588	23	16	precise	precise	ADJ
cana-2588	23	17	soil	soil	NOUN
cana-2588	23	18	nutrient	nutrient	NOUN
cana-2588	23	19	analysis	analysis	NOUN
cana-2588	23	20	is	be	AUX
cana-2588	23	21	crucial	crucial	ADJ
cana-2588	23	22	.	.	PUNCT
cana-2588	24	1	real	real	ADJ
cana-2588	24	2	-	-	PUNCT
cana-2588	24	3	time	time	NOUN
cana-2588	24	4	data	datum	NOUN
cana-2588	24	5	from	from	ADP
cana-2588	24	6	sensors	sensor	NOUN
cana-2588	24	7	measuring	measure	VERB
cana-2588	24	8	temperature	temperature	NOUN
cana-2588	24	9	,	,	PUNCT
cana-2588	24	10	moisture	moisture	NOUN
cana-2588	24	11	content	content	NOUN
cana-2588	24	12	,	,	PUNCT
cana-2588	24	13	ph	ph	VERB
cana-2588	24	14	,	,	PUNCT
cana-2588	24	15	and	and	CCONJ
cana-2588	24	16	nutrient	nutrient	ADJ
cana-2588	24	17	concentrations	concentration	NOUN
cana-2588	24	18	is	be	AUX
cana-2588	24	19	provided	provide	VERB
cana-2588	24	20	by	by	ADP
cana-2588	24	21	iot	iot	VERB
cana-2588	24	22	-	-	PUNCT
cana-2588	24	23	enabled	enable	VERB
cana-2588	24	24	soil	soil	NOUN
cana-2588	24	25	monitoring	monitoring	NOUN
cana-2588	24	26	systems	system	NOUN
cana-2588	24	27	,	,	PUNCT
cana-2588	24	28	which	which	PRON
cana-2588	24	29	can	can	AUX
cana-2588	24	30	assist	assist	VERB
cana-2588	24	31	farmers	farmer	NOUN
cana-2588	24	32	in	in	ADP
cana-2588	24	33	making	make	VERB
cana-2588	24	34	timely	timely	ADJ
cana-2588	24	35	and	and	CCONJ
cana-2588	24	36	well	well	ADV
cana-2588	24	37	-	-	PUNCT
cana-2588	24	38	informed	inform	VERB
cana-2588	24	39	decisions	decision	NOUN
cana-2588	24	40	.	.	PUNCT
cana-2588	25	1	in	in	ADP
cana-2588	25	2	addition	addition	NOUN
cana-2588	25	3	to	to	ADP
cana-2588	25	4	allowing	allow	VERB
cana-2588	25	5	for	for	ADP
cana-2588	25	6	real	real	ADJ
cana-2588	25	7	-	-	PUNCT
cana-2588	25	8	time	time	NOUN
cana-2588	25	9	monitoring	monitoring	NOUN
cana-2588	25	10	,	,	PUNCT
cana-2588	25	11	internet	internet	NOUN
cana-2588	25	12	of	of	ADP
cana-2588	25	13	things	thing	NOUN
cana-2588	25	14	technology	technology	NOUN
cana-2588	25	15	also	also	ADV
cana-2588	25	16	makes	make	VERB
cana-2588	25	17	it	it	PRON
cana-2588	25	18	possible	possible	ADJ
cana-2588	25	19	to	to	PART
cana-2588	25	20	gather	gather	VERB
cana-2588	25	21	vast	vast	ADJ
cana-2588	25	22	amounts	amount	NOUN
cana-2588	25	23	of	of	ADP
cana-2588	25	24	data	datum	NOUN
cana-2588	25	25	that	that	PRON
cana-2588	25	26	can	can	AUX
cana-2588	25	27	be	be	AUX
cana-2588	25	28	examined	examine	VERB
cana-2588	25	29	to	to	PART
cana-2588	25	30	learn	learn	VERB
cana-2588	25	31	more	more	ADJ
cana-2588	25	32	about	about	ADP
cana-2588	25	33	the	the	DET
cana-2588	25	34	health	health	NOUN
cana-2588	25	35	of	of	ADP
cana-2588	25	36	the	the	DET
cana-2588	25	37	soil	soil	NOUN
cana-2588	25	38	.	.	PUNCT
cana-2588	26	1	advanced	advanced	ADJ
cana-2588	26	2	analytics	analytic	NOUN
cana-2588	26	3	and	and	CCONJ
cana-2588	26	4	machine	machine	NOUN
cana-2588	26	5	learning	learn	VERB
cana-2588	26	6	algorithms	algorithm	NOUN
cana-2588	26	7	can	can	AUX
cana-2588	26	8	be	be	AUX
cana-2588	26	9	used	use	VERB
cana-2588	26	10	to	to	PART
cana-2588	26	11	process	process	VERB
cana-2588	26	12	this	this	DET
cana-2588	26	13	data	datum	NOUN
cana-2588	26	14	in	in	ADP
cana-2588	26	15	order	order	NOUN
cana-2588	26	16	to	to	PART
cana-2588	26	17	anticipate	anticipate	VERB
cana-2588	26	18	dietary	dietary	ADJ
cana-2588	26	19	deficits	deficit	NOUN
cana-2588	26	20	and	and	CCONJ
cana-2588	26	21	suggest	suggest	VERB
cana-2588	26	22	correction	correction	NOUN
cana-2588	26	23	measures	measure	NOUN
cana-2588	26	24	.	.	PUNCT
cana-2588	27	1	in	in	ADP
cana-2588	27	2	addition	addition	NOUN
cana-2588	27	3	,	,	PUNCT
cana-2588	27	4	full	full	ADJ
cana-2588	27	5	crop	crop	NOUN
cana-2588	27	6	recommendation	recommendation	NOUN
cana-2588	27	7	models	model	NOUN
cana-2588	27	8	can	can	AUX
cana-2588	27	9	be	be	AUX
cana-2588	27	10	created	create	VERB
cana-2588	27	11	by	by	ADP
cana-2588	27	12	integrating	integrate	VERB
cana-2588	27	13	iot	iot	NOUN
cana-2588	27	14	systems	system	NOUN
cana-2588	27	15	with	with	ADP
cana-2588	27	16	weather	weather	NOUN
cana-2588	27	17	forecasting	forecasting	NOUN
cana-2588	27	18	models	model	NOUN
cana-2588	27	19	and	and	CCONJ
cana-2588	27	20	other	other	ADJ
cana-2588	27	21	environmental	environmental	ADJ
cana-2588	27	22	data	datum	NOUN
cana-2588	27	23	sources	source	NOUN
cana-2588	27	24	.	.	PUNCT
cana-2588	28	1	based	base	VERB
cana-2588	28	2	on	on	ADP
cana-2588	28	3	historical	historical	ADJ
cana-2588	28	4	data	datum	NOUN
cana-2588	28	5	,	,	PUNCT
cana-2588	28	6	predicted	predict	VERB
cana-2588	28	7	weather	weather	NOUN
cana-2588	28	8	patterns	pattern	NOUN
cana-2588	28	9	,	,	PUNCT
cana-2588	28	10	and	and	CCONJ
cana-2588	28	11	present	present	ADJ
cana-2588	28	12	soil	soil	NOUN
cana-2588	28	13	conditions	condition	NOUN
cana-2588	28	14	,	,	PUNCT
cana-2588	28	15	these	these	DET
cana-2588	28	16	models	model	NOUN
cana-2588	28	17	can	can	AUX
cana-2588	28	18	recommend	recommend	VERB
cana-2588	28	19	the	the	DET
cana-2588	28	20	best	good	ADJ
cana-2588	28	21	crop	crop	NOUN
cana-2588	28	22	varieties	variety	NOUN
cana-2588	28	23	to	to	PART
cana-2588	28	24	plant	plant	VERB
cana-2588	28	25	.	.	PUNCT
cana-2588	29	1	farmers	farmer	NOUN
cana-2588	29	2	can	can	AUX
cana-2588	29	3	increase	increase	VERB
cana-2588	29	4	overall	overall	ADJ
cana-2588	29	5	farm	farm	NOUN
cana-2588	29	6	productivity	productivity	NOUN
cana-2588	29	7	and	and	CCONJ
cana-2588	29	8	crop	crop	NOUN
cana-2588	29	9	selection	selection	NOUN
cana-2588	29	10	efficiency	efficiency	NOUN
cana-2588	29	11	by	by	ADP
cana-2588	29	12	adopting	adopt	VERB
cana-2588	29	13	these	these	DET
cana-2588	29	14	models	model	NOUN
cana-2588	29	15	.	.	PUNCT
cana-2588	30	1	iot	iot	PROPN
cana-2588	30	2	has	have	VERB
cana-2588	30	3	much	much	ADV
cana-2588	30	4	more	more	ADJ
cana-2588	30	5	promise	promise	NOUN
cana-2588	30	6	for	for	ADP
cana-2588	30	7	precision	precision	NOUN
cana-2588	30	8	agriculture	agriculture	NOUN
cana-2588	30	9	than	than	ADP
cana-2588	30	10	just	just	ADV
cana-2588	30	11	crop	crop	NOUN
cana-2588	30	12	recommendations	recommendation	NOUN
cana-2588	30	13	and	and	CCONJ
cana-2588	30	14	soil	soil	NOUN
cana-2588	30	15	analysis	analysis	NOUN
cana-2588	30	16	.	.	PUNCT
cana-2588	31	1	numerous	numerous	ADJ
cana-2588	31	2	uses	use	NOUN
cana-2588	31	3	for	for	ADP
cana-2588	31	4	iot	iot	PROPN
cana-2588	31	5	devices	device	NOUN
cana-2588	31	6	exist	exist	VERB
cana-2588	31	7	,	,	PUNCT
cana-2588	31	8	including	include	VERB
cana-2588	31	9	yield	yield	NOUN
cana-2588	31	10	prediction	prediction	NOUN
cana-2588	31	11	,	,	PUNCT
cana-2588	31	12	pest	pest	NOUN
cana-2588	31	13	control	control	NOUN
cana-2588	31	14	,	,	PUNCT
cana-2588	31	15	and	and	CCONJ
cana-2588	31	16	irrigation	irrigation	NOUN
cana-2588	31	17	management	management	NOUN
cana-2588	31	18	.	.	PUNCT
cana-2588	32	1	iot	iot	VERB
cana-2588	32	2	-	-	PUNCT
cana-2588	32	3	enabled	enable	VERB
cana-2588	32	4	irrigation	irrigation	NOUN
cana-2588	32	5	systems	system	NOUN
cana-2588	32	6	,	,	PUNCT
cana-2588	32	7	for	for	ADP
cana-2588	32	8	instance	instance	NOUN
cana-2588	32	9	,	,	PUNCT
cana-2588	32	10	can	can	AUX
cana-2588	32	11	reduce	reduce	VERB
cana-2588	32	12	water	water	NOUN
cana-2588	32	13	loss	loss	NOUN
cana-2588	32	14	and	and	CCONJ
cana-2588	32	15	guarantee	guarantee	VERB
cana-2588	32	16	that	that	SCONJ
cana-2588	32	17	crops	crop	NOUN
cana-2588	32	18	receive	receive	VERB
cana-2588	32	19	enough	enough	ADJ
cana-2588	32	20	hydration	hydration	NOUN
cana-2588	32	21	by	by	ADP
cana-2588	32	22	automatically	automatically	ADV
cana-2588	32	23	adjusting	adjust	VERB
cana-2588	32	24	water	water	NOUN
cana-2588	32	25	distribution	distribution	NOUN
cana-2588	32	26	depending	depend	VERB
cana-2588	32	27	on	on	ADP
cana-2588	32	28	real	real	ADJ
cana-2588	32	29	-	-	PUNCT
cana-2588	32	30	time	time	NOUN
cana-2588	32	31	soil	soil	NOUN
cana-2588	32	32	moisture	moisture	NOUN
cana-2588	32	33	levels	level	NOUN
cana-2588	32	34	.	.	PUNCT
cana-2588	33	1	similar	similar	ADJ
cana-2588	33	2	to	to	ADP
cana-2588	33	3	this	this	PRON
cana-2588	33	4	,	,	PUNCT
cana-2588	33	5	internet	internet	NOUN
cana-2588	33	6	of	of	ADP
cana-2588	33	7	things	thing	NOUN
cana-2588	33	8	-	-	PUNCT
cana-2588	33	9	based	base	VERB
cana-2588	33	10	pest	pest	NOUN
cana-2588	33	11	monitoring	monitoring	NOUN
cana-2588	33	12	systems	system	NOUN
cana-2588	33	13	have	have	VERB
cana-2588	33	14	the	the	DET
cana-2588	33	15	ability	ability	NOUN
cana-2588	33	16	to	to	PART
cana-2588	33	17	identify	identify	VERB
cana-2588	33	18	early	early	ADJ
cana-2588	33	19	indicators	indicator	NOUN
cana-2588	33	20	of	of	ADP
cana-2588	33	21	pest	pest	NOUN
cana-2588	33	22	infestations	infestation	NOUN
cana-2588	33	23	and	and	CCONJ
cana-2588	33	24	initiate	initiate	VERB
cana-2588	33	25	automated	automated	ADJ
cana-2588	33	26	reactions	reaction	NOUN
cana-2588	33	27	,	,	PUNCT
cana-2588	33	28	including	include	VERB
cana-2588	33	29	the	the	DET
cana-2588	33	30	release	release	NOUN
cana-2588	33	31	of	of	ADP
cana-2588	33	32	natural	natural	ADJ
cana-2588	33	33	predators	predator	NOUN
cana-2588	33	34	or	or	CCONJ
cana-2588	33	35	the	the	DET
cana-2588	33	36	administration	administration	NOUN
cana-2588	33	37	of	of	ADP
cana-2588	33	38	certain	certain	ADJ
cana-2588	33	39	pesticides	pesticide	NOUN
cana-2588	33	40	.	.	PUNCT
cana-2588	34	1	these	these	DET
cana-2588	34	2	technologies	technology	NOUN
cana-2588	34	3	minimise	minimise	VERB
cana-2588	34	4	resource	resource	NOUN
cana-2588	34	5	waste	waste	NOUN
cana-2588	34	6	and	and	CCONJ
cana-2588	34	7	lessen	lessen	VERB
cana-2588	34	8	the	the	DET
cana-2588	34	9	environmental	environmental	ADJ
cana-2588	34	10	impact	impact	NOUN
cana-2588	34	11	of	of	ADP
cana-2588	34	12	agricultural	agricultural	ADJ
cana-2588	34	13	activities	activity	NOUN
cana-2588	34	14	,	,	PUNCT
cana-2588	34	15	which	which	PRON
cana-2588	34	16	leads	lead	VERB
cana-2588	34	17	to	to	ADP
cana-2588	34	18	more	more	ADV
cana-2588	34	19	effective	effective	ADJ
cana-2588	34	20	and	and	CCONJ
cana-2588	34	21	sustainable	sustainable	ADJ
cana-2588	34	22	farming	farming	NOUN
cana-2588	34	23	methods	method	NOUN
cana-2588	34	24	.	.	PUNCT
cana-2588	35	1	the	the	DET
cana-2588	35	2	growing	grow	VERB
cana-2588	35	3	accessibility	accessibility	NOUN
cana-2588	35	4	and	and	CCONJ
cana-2588	35	5	cost	cost	NOUN
cana-2588	35	6	-	-	PUNCT
cana-2588	35	7	effectiveness	effectiveness	NOUN
cana-2588	35	8	of	of	ADP
cana-2588	35	9	iot	iot	PROPN
cana-2588	35	10	devices	device	NOUN
cana-2588	35	11	is	be	AUX
cana-2588	35	12	another	another	DET
cana-2588	35	13	factor	factor	NOUN
cana-2588	35	14	propelling	propel	VERB
cana-2588	35	15	their	their	PRON
cana-2588	35	16	adoption	adoption	NOUN
cana-2588	35	17	in	in	ADP
cana-2588	35	18	the	the	DET
cana-2588	35	19	agricultural	agricultural	ADJ
cana-2588	35	20	sector	sector	NOUN
cana-2588	35	21	.	.	PUNCT
cana-2588	36	1	iot	iot	PROPN
cana-2588	36	2	solutions	solution	NOUN
cana-2588	36	3	are	be	AUX
cana-2588	36	4	now	now	ADV
cana-2588	36	5	more	more	ADV
cana-2588	36	6	affordable	affordable	ADJ
cana-2588	36	7	for	for	ADP
cana-2588	36	8	a	a	DET
cana-2588	36	9	wider	wide	ADJ
cana-2588	36	10	range	range	NOUN
cana-2588	36	11	of	of	ADP
cana-2588	36	12	farmers	farmer	NOUN
cana-2588	36	13	,	,	PUNCT
cana-2588	36	14	including	include	VERB
cana-2588	36	15	those	those	PRON
cana-2588	36	16	in	in	ADP
cana-2588	36	17	poor	poor	ADJ
cana-2588	36	18	nations	nation	NOUN
cana-2588	36	19	,	,	PUNCT
cana-2588	36	20	thanks	thank	NOUN
cana-2588	36	21	to	to	ADP
cana-2588	36	22	dramatic	dramatic	ADJ
cana-2588	36	23	drops	drop	NOUN
cana-2588	36	24	in	in	ADP
cana-2588	36	25	the	the	DET
cana-2588	36	26	cost	cost	NOUN
cana-2588	36	27	of	of	ADP
cana-2588	36	28	sensors	sensor	NOUN
cana-2588	36	29	,	,	PUNCT
cana-2588	36	30	connectivity	connectivity	NOUN
cana-2588	36	31	modules	module	NOUN
cana-2588	36	32	,	,	PUNCT
cana-2588	36	33	and	and	CCONJ
cana-2588	36	34	data	datum	NOUN
cana-2588	36	35	processing	processing	NOUN
cana-2588	36	36	units	unit	NOUN
cana-2588	36	37	in	in	ADP
cana-2588	36	38	recent	recent	ADJ
cana-2588	36	39	years	year	NOUN
cana-2588	36	40	.	.	PUNCT
cana-2588	37	1	through	through	ADP
cana-2588	37	2	the	the	DET
cana-2588	37	3	democratisation	democratisation	NOUN
cana-2588	37	4	of	of	ADP
cana-2588	37	5	technology	technology	NOUN
cana-2588	37	6	,	,	PUNCT
cana-2588	37	7	precision	precision	NOUN
cana-2588	37	8	agriculture	agriculture	NOUN
cana-2588	37	9	techniques	technique	NOUN
cana-2588	37	10	are	be	AUX
cana-2588	37	11	becoming	become	VERB
cana-2588	37	12	more	more	ADV
cana-2588	37	13	widely	widely	ADV
cana-2588	37	14	accessible	accessible	ADJ
cana-2588	37	15	to	to	ADP
cana-2588	37	16	smallholder	smallholder	NOUN
cana-2588	37	17	farmers	farmer	NOUN
cana-2588	37	18	and	and	CCONJ
cana-2588	37	19	large	large	ADJ
cana-2588	37	20	-	-	PUNCT
cana-2588	37	21	scale	scale	NOUN
cana-2588	37	22	commercial	commercial	ADJ
cana-2588	37	23	businesses	business	NOUN
cana-2588	37	24	.	.	PUNCT
cana-2588	38	1	as	as	ADP
cana-2588	38	2	a	a	DET
cana-2588	38	3	result	result	NOUN
cana-2588	38	4	,	,	PUNCT
cana-2588	38	5	in	in	ADP
cana-2588	38	6	many	many	ADJ
cana-2588	38	7	regions	region	NOUN
cana-2588	38	8	of	of	ADP
cana-2588	38	9	the	the	DET
cana-2588	38	10	world	world	NOUN
cana-2588	38	11	,	,	PUNCT
cana-2588	38	12	iot	iot	PROPN
cana-2588	38	13	is	be	AUX
cana-2588	38	14	significantly	significantly	ADV
cana-2588	38	15	enhancing	enhance	VERB
cana-2588	38	16	rural	rural	ADJ
cana-2588	38	17	lives	life	NOUN
cana-2588	38	18	and	and	CCONJ
cana-2588	38	19	food	food	NOUN
cana-2588	38	20	security	security	NOUN
cana-2588	38	21	.	.	PUNCT
cana-2588	39	1	iot	iot	PROPN
cana-2588	39	2	has	have	VERB
cana-2588	39	3	numerous	numerous	ADJ
cana-2588	39	4	advantages	advantage	NOUN
cana-2588	39	5	for	for	ADP
cana-2588	39	6	agriculture	agriculture	NOUN
cana-2588	39	7	,	,	PUNCT
cana-2588	39	8	but	but	CCONJ
cana-2588	39	9	there	there	PRON
cana-2588	39	10	are	be	VERB
cana-2588	39	11	drawbacks	drawback	NOUN
cana-2588	39	12	to	to	ADP
cana-2588	39	13	its	its	PRON
cana-2588	39	14	application	application	NOUN
cana-2588	39	15	as	as	ADV
cana-2588	39	16	well	well	ADV
cana-2588	39	17	.	.	PUNCT
cana-2588	40	1	the	the	DET
cana-2588	40	2	difficulty	difficulty	NOUN
cana-2588	40	3	of	of	ADP
cana-2588	40	4	combining	combine	VERB
cana-2588	40	5	iot	iot	ADJ
cana-2588	40	6	devices	device	NOUN
cana-2588	40	7	with	with	ADP
cana-2588	40	8	current	current	ADJ
cana-2588	40	9	farming	farming	NOUN
cana-2588	40	10	methods	method	NOUN
cana-2588	40	11	is	be	AUX
cana-2588	40	12	one	one	NUM
cana-2588	40	13	of	of	ADP
cana-2588	40	14	the	the	DET
cana-2588	40	15	main	main	ADJ
cana-2588	40	16	obstacles	obstacle	NOUN
cana-2588	40	17	.	.	PUNCT
cana-2588	41	1	it	it	PRON
cana-2588	41	2	's	be	AUX
cana-2588	41	3	possible	possible	ADJ
cana-2588	41	4	that	that	SCONJ
cana-2588	41	5	many	many	ADJ
cana-2588	41	6	farmers	farmer	NOUN
cana-2588	41	7	—	—	PUNCT
cana-2588	41	8	especially	especially	ADV
cana-2588	41	9	those	those	PRON
cana-2588	41	10	in	in	ADP
cana-2588	41	11	rural	rural	ADJ
cana-2588	41	12	areas	area	NOUN
cana-2588	41	13	—	—	PUNCT
cana-2588	41	14	lack	lack	VERB
cana-2588	41	15	the	the	DET
cana-2588	41	16	technological	technological	ADJ
cana-2588	41	17	know	know	NOUN
cana-2588	41	18	-	-	PUNCT
cana-2588	41	19	how	how	SCONJ
cana-2588	41	20	needed	need	VERB
cana-2588	41	21	to	to	PART
cana-2588	41	22	configure	configure	VERB
cana-2588	41	23	and	and	CCONJ
cana-2588	41	24	operate	operate	VERB
cana-2588	41	25	internet	internet	NOUN
cana-2588	41	26	of	of	ADP
cana-2588	41	27	things	thing	NOUN
cana-2588	41	28	devices	device	NOUN
cana-2588	41	29	.	.	PUNCT
cana-2588	42	1	furthermore	furthermore	ADV
cana-2588	42	2	,	,	PUNCT
cana-2588	42	3	the	the	DET
cana-2588	42	4	efficient	efficient	ADJ
cana-2588	42	5	operation	operation	NOUN
cana-2588	42	6	of	of	ADP
cana-2588	42	7	iot	iot	PROPN
cana-2588	42	8	systems	system	NOUN
cana-2588	42	9	depends	depend	VERB
cana-2588	42	10	on	on	ADP
cana-2588	42	11	dependable	dependable	ADJ
cana-2588	42	12	internet	internet	NOUN
cana-2588	42	13	connectivity	connectivity	NOUN
cana-2588	42	14	,	,	PUNCT
cana-2588	42	15	which	which	PRON
cana-2588	42	16	might	might	AUX
cana-2588	42	17	be	be	AUX
cana-2588	42	18	a	a	DET
cana-2588	42	19	barrier	barrier	NOUN
cana-2588	42	20	in	in	ADP
cana-2588	42	21	isolated	isolated	ADJ
cana-2588	42	22	locations	location	NOUN
cana-2588	42	23	with	with	ADP
cana-2588	42	24	inadequate	inadequate	ADJ
cana-2588	42	25	infrastructure	infrastructure	NOUN
cana-2588	42	26	.	.	PUNCT
cana-2588	43	1	privacy	privacy	NOUN
cana-2588	43	2	and	and	CCONJ
cana-2588	43	3	data	datum	NOUN
cana-2588	43	4	security	security	NOUN
cana-2588	43	5	are	be	AUX
cana-2588	43	6	another	another	DET
cana-2588	43	7	difficulty	difficulty	NOUN
cana-2588	43	8	.	.	PUNCT
cana-2588	44	1	sensitive	sensitive	ADJ
cana-2588	44	2	data	datum	NOUN
cana-2588	44	3	transmission	transmission	NOUN
cana-2588	44	4	and	and	CCONJ
cana-2588	44	5	gathering	gathering	NOUN
cana-2588	44	6	,	,	PUNCT
cana-2588	44	7	such	such	ADJ
cana-2588	44	8	as	as	ADP
cana-2588	44	9	crop	crop	NOUN
cana-2588	44	10	health	health	NOUN
cana-2588	44	11	and	and	CCONJ
cana-2588	44	12	soil	soil	NOUN
cana-2588	44	13	nutrient	nutrient	NOUN
cana-2588	44	14	levels	level	NOUN
cana-2588	44	15	,	,	PUNCT
cana-2588	44	16	raise	raise	VERB
cana-2588	44	17	questions	question	NOUN
cana-2588	44	18	regarding	regard	VERB
cana-2588	44	19	possible	possible	ADJ
cana-2588	44	20	information	information	NOUN
cana-2588	44	21	exploitation	exploitation	NOUN
cana-2588	44	22	by	by	ADP
cana-2588	44	23	outside	outside	ADJ
cana-2588	44	24	parties	party	NOUN
cana-2588	44	25	.	.	PUNCT
cana-2588	45	1	thus	thus	ADV
cana-2588	45	2	,	,	PUNCT
cana-2588	45	3	protecting	protect	VERB
cana-2588	45	4	data	datum	NOUN
cana-2588	45	5	security	security	NOUN
cana-2588	45	6	and	and	CCONJ
cana-2588	45	7	privacy	privacy	NOUN
cana-2588	45	8	is	be	AUX
cana-2588	45	9	essential	essential	ADJ
cana-2588	45	10	while	while	SCONJ
cana-2588	45	11	developing	develop	VERB
cana-2588	45	12	and	and	CCONJ
cana-2588	45	13	implementing	implement	VERB
cana-2588	45	14	internet	internet	NOUN
cana-2588	45	15	of	of	ADP
cana-2588	45	16	things	thing	NOUN
cana-2588	45	17	solutions	solution	NOUN
cana-2588	45	18	in	in	ADP
cana-2588	45	19	the	the	DET
cana-2588	45	20	agricultural	agricultural	ADJ
cana-2588	45	21	sector	sector	NOUN
cana-2588	45	22	.	.	PUNCT
cana-2588	46	1	communications	communication	NOUN
cana-2588	46	2	on	on	ADP
cana-2588	46	3	applied	apply	VERB
cana-2588	46	4	nonlinear	nonlinear	ADJ
cana-2588	46	5	analysis	analysis	NOUN
cana-2588	46	6	issn	issn	NOUN
cana-2588	46	7	:	:	PUNCT
cana-2588	46	8	1074	1074	NUM
cana-2588	46	9	-	-	PUNCT
cana-2588	46	10	133x	133x	NUM
cana-2588	46	11	vol	vol	NOUN
cana-2588	46	12	32	32	NUM
cana-2588	46	13	no	no	NOUN
cana-2588	46	14	.	.	PUNCT
cana-2588	47	1	3s	3s	NUM
cana-2588	47	2	(	(	PUNCT
cana-2588	47	3	2025	2025	NUM
cana-2588	47	4	)	)	PUNCT
cana-2588	47	5	179	179	NUM
cana-2588	47	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	47	7	furthermore	furthermore	ADV
cana-2588	47	8	,	,	PUNCT
cana-2588	47	9	the	the	DET
cana-2588	47	10	creation	creation	NOUN
cana-2588	47	11	of	of	ADP
cana-2588	47	12	reliable	reliable	ADJ
cana-2588	47	13	and	and	CCONJ
cana-2588	47	14	accurate	accurate	ADJ
cana-2588	47	15	models	model	NOUN
cana-2588	47	16	for	for	ADP
cana-2588	47	17	soil	soil	NOUN
cana-2588	47	18	nutrient	nutrient	NOUN
cana-2588	47	19	monitoring	monitoring	NOUN
cana-2588	47	20	and	and	CCONJ
cana-2588	47	21	crop	crop	NOUN
cana-2588	47	22	suggestions	suggestion	NOUN
cana-2588	47	23	is	be	AUX
cana-2588	47	24	essential	essential	ADJ
cana-2588	47	25	to	to	ADP
cana-2588	47	26	the	the	DET
cana-2588	47	27	success	success	NOUN
cana-2588	47	28	of	of	ADP
cana-2588	47	29	iot	iot	NOUN
cana-2588	47	30	-	-	PUNCT
cana-2588	47	31	enabled	enable	VERB
cana-2588	47	32	precision	precision	NOUN
cana-2588	47	33	agriculture	agriculture	NOUN
cana-2588	47	34	.	.	PUNCT
cana-2588	48	1	in	in	ADP
cana-2588	48	2	this	this	DET
cana-2588	48	3	process	process	NOUN
cana-2588	48	4	,	,	PUNCT
cana-2588	48	5	machine	machine	NOUN
cana-2588	48	6	learning	learning	NOUN
cana-2588	48	7	algorithms	algorithm	NOUN
cana-2588	48	8	are	be	AUX
cana-2588	48	9	essential	essential	ADJ
cana-2588	48	10	because	because	SCONJ
cana-2588	48	11	they	they	PRON
cana-2588	48	12	analyse	analyse	VERB
cana-2588	48	13	big	big	ADJ
cana-2588	48	14	datasets	dataset	NOUN
cana-2588	48	15	and	and	CCONJ
cana-2588	48	16	find	find	VERB
cana-2588	48	17	patterns	pattern	NOUN
cana-2588	48	18	that	that	PRON
cana-2588	48	19	help	help	VERB
cana-2588	48	20	guide	guide	VERB
cana-2588	48	21	decisions	decision	NOUN
cana-2588	48	22	.	.	PUNCT
cana-2588	49	1	however	however	ADV
cana-2588	49	2	,	,	PUNCT
cana-2588	49	3	the	the	DET
cana-2588	49	4	calibre	calibre	NOUN
cana-2588	49	5	and	and	CCONJ
cana-2588	49	6	variety	variety	NOUN
cana-2588	49	7	of	of	ADP
cana-2588	49	8	the	the	DET
cana-2588	49	9	training	training	NOUN
cana-2588	49	10	data	datum	NOUN
cana-2588	49	11	affects	affect	VERB
cana-2588	49	12	how	how	SCONJ
cana-2588	49	13	accurate	accurate	ADJ
cana-2588	49	14	these	these	DET
cana-2588	49	15	models	model	NOUN
cana-2588	49	16	are	be	AUX
cana-2588	49	17	.	.	PUNCT
cana-2588	50	1	the	the	DET
cana-2588	50	2	data	datum	NOUN
cana-2588	50	3	that	that	PRON
cana-2588	50	4	is	be	AUX
cana-2588	50	5	now	now	ADV
cana-2588	50	6	available	available	ADJ
cana-2588	50	7	may	may	AUX
cana-2588	50	8	frequently	frequently	ADV
cana-2588	50	9	have	have	VERB
cana-2588	50	10	gaps	gap	NOUN
cana-2588	50	11	,	,	PUNCT
cana-2588	50	12	especially	especially	ADV
cana-2588	50	13	in	in	ADP
cana-2588	50	14	areas	area	NOUN
cana-2588	50	15	where	where	SCONJ
cana-2588	50	16	iot	iot	ADJ
cana-2588	50	17	adoption	adoption	NOUN
cana-2588	50	18	is	be	AUX
cana-2588	50	19	still	still	ADV
cana-2588	50	20	in	in	ADP
cana-2588	50	21	its	its	PRON
cana-2588	50	22	infancy	infancy	NOUN
cana-2588	50	23	.	.	PUNCT
cana-2588	51	1	for	for	ADP
cana-2588	51	2	the	the	DET
cana-2588	51	3	internet	internet	NOUN
cana-2588	51	4	of	of	ADP
cana-2588	51	5	things	thing	NOUN
cana-2588	51	6	to	to	PART
cana-2588	51	7	continue	continue	VERB
cana-2588	51	8	to	to	PART
cana-2588	51	9	progress	progress	VERB
cana-2588	51	10	in	in	ADP
cana-2588	51	11	agriculture	agriculture	NOUN
cana-2588	51	12	,	,	PUNCT
cana-2588	51	13	it	it	PRON
cana-2588	51	14	will	will	AUX
cana-2588	51	15	be	be	AUX
cana-2588	51	16	crucial	crucial	ADJ
cana-2588	51	17	to	to	PART
cana-2588	51	18	fill	fill	VERB
cana-2588	51	19	in	in	ADP
cana-2588	51	20	these	these	DET
cana-2588	51	21	data	datum	NOUN
cana-2588	51	22	gaps	gap	NOUN
cana-2588	51	23	and	and	CCONJ
cana-2588	51	24	guarantee	guarantee	VERB
cana-2588	51	25	the	the	DET
cana-2588	51	26	precision	precision	NOUN
cana-2588	51	27	of	of	ADP
cana-2588	51	28	prediction	prediction	NOUN
cana-2588	51	29	models	model	NOUN
cana-2588	51	30	.	.	PUNCT
cana-2588	52	1	growing	grow	VERB
cana-2588	52	2	interest	interest	NOUN
cana-2588	52	3	has	have	AUX
cana-2588	52	4	been	be	AUX
cana-2588	52	5	seen	see	VERB
cana-2588	52	6	in	in	ADP
cana-2588	52	7	using	use	VERB
cana-2588	52	8	cutting	cutting	NOUN
cana-2588	52	9	-	-	PUNCT
cana-2588	52	10	edge	edge	NOUN
cana-2588	52	11	sensor	sensor	NOUN
cana-2588	52	12	technology	technology	NOUN
cana-2588	52	13	for	for	ADP
cana-2588	52	14	soil	soil	NOUN
cana-2588	52	15	monitoring	monitoring	NOUN
cana-2588	52	16	in	in	ADP
cana-2588	52	17	recent	recent	ADJ
cana-2588	52	18	years	year	NOUN
cana-2588	52	19	.	.	PUNCT
cana-2588	53	1	conventional	conventional	ADJ
cana-2588	53	2	soil	soil	NOUN
cana-2588	53	3	testing	testing	NOUN
cana-2588	53	4	techniques	technique	NOUN
cana-2588	53	5	can	can	AUX
cana-2588	53	6	be	be	AUX
cana-2588	53	7	costly	costly	ADJ
cana-2588	53	8	and	and	CCONJ
cana-2588	53	9	time	time	NOUN
cana-2588	53	10	-	-	PUNCT
cana-2588	53	11	consuming	consume	VERB
cana-2588	53	12	since	since	SCONJ
cana-2588	53	13	they	they	PRON
cana-2588	53	14	frequently	frequently	ADV
cana-2588	53	15	require	require	VERB
cana-2588	53	16	gathering	gather	VERB
cana-2588	53	17	samples	sample	NOUN
cana-2588	53	18	and	and	CCONJ
cana-2588	53	19	shipping	ship	VERB
cana-2588	53	20	them	they	PRON
cana-2588	53	21	to	to	ADP
cana-2588	53	22	a	a	DET
cana-2588	53	23	lab	lab	NOUN
cana-2588	53	24	for	for	ADP
cana-2588	53	25	examination	examination	NOUN
cana-2588	53	26	.	.	PUNCT
cana-2588	54	1	conversely	conversely	ADV
cana-2588	54	2	,	,	PUNCT
cana-2588	54	3	continuous	continuous	ADJ
cana-2588	54	4	,	,	PUNCT
cana-2588	54	5	realtime	realtime	ADJ
cana-2588	54	6	monitoring	monitoring	NOUN
cana-2588	54	7	of	of	ADP
cana-2588	54	8	soil	soil	NOUN
cana-2588	54	9	conditions	condition	NOUN
cana-2588	54	10	is	be	AUX
cana-2588	54	11	made	make	VERB
cana-2588	54	12	possible	possible	ADJ
cana-2588	54	13	by	by	ADP
cana-2588	54	14	iot	iot	ADJ
cana-2588	54	15	-	-	PUNCT
cana-2588	54	16	enabled	enable	VERB
cana-2588	54	17	sensors	sensor	NOUN
cana-2588	54	18	,	,	PUNCT
cana-2588	54	19	which	which	PRON
cana-2588	54	20	enables	enable	VERB
cana-2588	54	21	interventions	intervention	NOUN
cana-2588	54	22	to	to	PART
cana-2588	54	23	be	be	AUX
cana-2588	54	24	made	make	VERB
cana-2588	54	25	sooner	soon	ADV
cana-2588	54	26	.	.	PUNCT
cana-2588	55	1	for	for	ADP
cana-2588	55	2	example	example	NOUN
cana-2588	55	3	,	,	PUNCT
cana-2588	55	4	spectrometry	spectrometry	NOUN
cana-2588	55	5	and	and	CCONJ
cana-2588	55	6	electrochemical	electrochemical	ADJ
cana-2588	55	7	sensors	sensor	NOUN
cana-2588	55	8	have	have	AUX
cana-2588	55	9	demonstrated	demonstrate	VERB
cana-2588	55	10	significant	significant	ADJ
cana-2588	55	11	potential	potential	NOUN
cana-2588	55	12	in	in	ADP
cana-2588	55	13	accurately	accurately	ADV
cana-2588	55	14	determining	determine	VERB
cana-2588	55	15	the	the	DET
cana-2588	55	16	quantities	quantity	NOUN
cana-2588	55	17	of	of	ADP
cana-2588	55	18	nutrients	nutrient	NOUN
cana-2588	55	19	in	in	ADP
cana-2588	55	20	soil	soil	NOUN
cana-2588	55	21	.	.	PUNCT
cana-2588	56	1	the	the	DET
cana-2588	56	2	way	way	NOUN
cana-2588	56	3	these	these	DET
cana-2588	56	4	sensors	sensor	NOUN
cana-2588	56	5	function	function	NOUN
cana-2588	56	6	is	be	AUX
cana-2588	56	7	by	by	ADP
cana-2588	56	8	measuring	measure	VERB
cana-2588	56	9	the	the	DET
cana-2588	56	10	concentration	concentration	NOUN
cana-2588	56	11	of	of	ADP
cana-2588	56	12	certain	certain	ADJ
cana-2588	56	13	ions	ion	NOUN
cana-2588	56	14	in	in	ADP
cana-2588	56	15	the	the	DET
cana-2588	56	16	soil	soil	NOUN
cana-2588	56	17	,	,	PUNCT
cana-2588	56	18	such	such	ADJ
cana-2588	56	19	potassium	potassium	NOUN
cana-2588	56	20	,	,	PUNCT
cana-2588	56	21	phosphorus	phosphorus	NOUN
cana-2588	56	22	,	,	PUNCT
cana-2588	56	23	and	and	CCONJ
cana-2588	56	24	nitrogen	nitrogen	NOUN
cana-2588	56	25	—	—	PUNCT
cana-2588	56	26	nutrients	nutrient	NOUN
cana-2588	56	27	that	that	PRON
cana-2588	56	28	are	be	AUX
cana-2588	56	29	vital	vital	ADJ
cana-2588	56	30	to	to	PART
cana-2588	56	31	plant	plant	VERB
cana-2588	56	32	growth	growth	NOUN
cana-2588	56	33	.	.	PUNCT
cana-2588	57	1	by	by	ADP
cana-2588	57	2	integrating	integrate	VERB
cana-2588	57	3	these	these	DET
cana-2588	57	4	sensors	sensor	NOUN
cana-2588	57	5	with	with	ADP
cana-2588	57	6	iot	iot	PROPN
cana-2588	57	7	systems	system	NOUN
cana-2588	57	8	,	,	PUNCT
cana-2588	57	9	soil	soil	NOUN
cana-2588	57	10	data	datum	NOUN
cana-2588	57	11	can	can	AUX
cana-2588	57	12	be	be	AUX
cana-2588	57	13	automatically	automatically	ADV
cana-2588	57	14	collected	collect	VERB
cana-2588	57	15	and	and	CCONJ
cana-2588	57	16	analysed	analyse	VERB
cana-2588	57	17	,	,	PUNCT
cana-2588	57	18	which	which	PRON
cana-2588	57	19	decreases	decrease	VERB
cana-2588	57	20	the	the	DET
cana-2588	57	21	need	need	NOUN
cana-2588	57	22	for	for	ADP
cana-2588	57	23	manual	manual	ADJ
cana-2588	57	24	labour	labour	NOUN
cana-2588	57	25	and	and	CCONJ
cana-2588	57	26	improves	improve	VERB
cana-2588	57	27	the	the	DET
cana-2588	57	28	effectiveness	effectiveness	NOUN
cana-2588	57	29	of	of	ADP
cana-2588	57	30	soil	soil	NOUN
cana-2588	57	31	management	management	NOUN
cana-2588	57	32	techniques	technique	NOUN
cana-2588	57	33	.	.	PUNCT
cana-2588	58	1	in	in	ADP
cana-2588	58	2	addition	addition	NOUN
cana-2588	58	3	,	,	PUNCT
cana-2588	58	4	iot	iot	VERB
cana-2588	58	5	-	-	PUNCT
cana-2588	58	6	enabled	enable	VERB
cana-2588	58	7	soil	soil	NOUN
cana-2588	58	8	monitoring	monitoring	NOUN
cana-2588	58	9	devices	device	NOUN
cana-2588	58	10	can	can	AUX
cana-2588	58	11	be	be	AUX
cana-2588	58	12	combined	combine	VERB
cana-2588	58	13	with	with	ADP
cana-2588	58	14	satellites	satellite	NOUN
cana-2588	58	15	and	and	CCONJ
cana-2588	58	16	drones	drone	NOUN
cana-2588	58	17	for	for	ADP
cana-2588	58	18	remote	remote	ADJ
cana-2588	58	19	sensing	sensing	NOUN
cana-2588	58	20	,	,	PUNCT
cana-2588	58	21	giving	give	VERB
cana-2588	58	22	a	a	DET
cana-2588	58	23	more	more	ADV
cana-2588	58	24	complete	complete	ADJ
cana-2588	58	25	picture	picture	NOUN
cana-2588	58	26	of	of	ADP
cana-2588	58	27	the	the	DET
cana-2588	58	28	health	health	NOUN
cana-2588	58	29	of	of	ADP
cana-2588	58	30	the	the	DET
cana-2588	58	31	soil	soil	NOUN
cana-2588	58	32	and	and	CCONJ
cana-2588	58	33	crops	crop	NOUN
cana-2588	58	34	.	.	PUNCT
cana-2588	59	1	large	large	ADJ
cana-2588	59	2	-	-	PUNCT
cana-2588	59	3	scale	scale	NOUN
cana-2588	59	4	data	datum	NOUN
cana-2588	59	5	gathering	gathering	NOUN
cana-2588	59	6	is	be	AUX
cana-2588	59	7	made	make	VERB
cana-2588	59	8	possible	possible	ADJ
cana-2588	59	9	by	by	ADP
cana-2588	59	10	remote	remote	ADJ
cana-2588	59	11	sensing	sensing	NOUN
cana-2588	59	12	,	,	PUNCT
cana-2588	59	13	which	which	PRON
cana-2588	59	14	offers	offer	VERB
cana-2588	59	15	insightful	insightful	ADJ
cana-2588	59	16	information	information	NOUN
cana-2588	59	17	about	about	ADP
cana-2588	59	18	the	the	DET
cana-2588	59	19	geographical	geographical	ADJ
cana-2588	59	20	variability	variability	NOUN
cana-2588	59	21	of	of	ADP
cana-2588	59	22	crop	crop	NOUN
cana-2588	59	23	performance	performance	NOUN
cana-2588	59	24	and	and	CCONJ
cana-2588	59	25	soil	soil	NOUN
cana-2588	59	26	characteristics	characteristic	NOUN
cana-2588	59	27	.	.	PUNCT
cana-2588	60	1	farmers	farmer	NOUN
cana-2588	60	2	can	can	AUX
cana-2588	60	3	detect	detect	VERB
cana-2588	60	4	parts	part	NOUN
cana-2588	60	5	of	of	ADP
cana-2588	60	6	their	their	PRON
cana-2588	60	7	fields	field	NOUN
cana-2588	60	8	that	that	PRON
cana-2588	60	9	need	need	VERB
cana-2588	60	10	extra	extra	ADJ
cana-2588	60	11	care	care	NOUN
cana-2588	60	12	,	,	PUNCT
cana-2588	60	13	including	include	VERB
cana-2588	60	14	areas	area	NOUN
cana-2588	60	15	with	with	ADP
cana-2588	60	16	nutrient	nutrient	NOUN
cana-2588	60	17	deficits	deficit	NOUN
cana-2588	60	18	or	or	CCONJ
cana-2588	60	19	water	water	NOUN
cana-2588	60	20	stress	stress	NOUN
cana-2588	60	21	,	,	PUNCT
cana-2588	60	22	by	by	ADP
cana-2588	60	23	using	use	VERB
cana-2588	60	24	remote	remote	ADJ
cana-2588	60	25	sensing	sense	VERB
cana-2588	60	26	data	datum	NOUN
cana-2588	60	27	in	in	ADP
cana-2588	60	28	conjunction	conjunction	NOUN
cana-2588	60	29	with	with	ADP
cana-2588	60	30	ground	ground	NOUN
cana-2588	60	31	-	-	PUNCT
cana-2588	60	32	based	base	VERB
cana-2588	60	33	iot	iot	NOUN
cana-2588	60	34	sensors	sensor	NOUN
cana-2588	60	35	.	.	PUNCT
cana-2588	61	1	the	the	DET
cana-2588	61	2	creation	creation	NOUN
cana-2588	61	3	of	of	ADP
cana-2588	61	4	increasingly	increasingly	ADV
cana-2588	61	5	complex	complex	ADJ
cana-2588	61	6	precision	precision	NOUN
cana-2588	61	7	agriculture	agriculture	NOUN
cana-2588	61	8	systems	system	NOUN
cana-2588	61	9	that	that	PRON
cana-2588	61	10	can	can	AUX
cana-2588	61	11	maximise	maximise	VERB
cana-2588	61	12	yields	yield	NOUN
cana-2588	61	13	and	and	CCONJ
cana-2588	61	14	optimise	optimise	ADJ
cana-2588	61	15	inputs	input	NOUN
cana-2588	61	16	is	be	AUX
cana-2588	61	17	being	be	AUX
cana-2588	61	18	fuelled	fuel	VERB
cana-2588	61	19	by	by	ADP
cana-2588	61	20	the	the	DET
cana-2588	61	21	integration	integration	NOUN
cana-2588	61	22	of	of	ADP
cana-2588	61	23	iot	iot	NOUN
cana-2588	61	24	and	and	CCONJ
cana-2588	61	25	remote	remote	ADJ
cana-2588	61	26	sensing	sense	VERB
cana-2588	61	27	technology	technology	NOUN
cana-2588	61	28	.	.	PUNCT
cana-2588	62	1	to	to	PART
cana-2588	62	2	sum	sum	VERB
cana-2588	62	3	up	up	ADP
cana-2588	62	4	,	,	PUNCT
cana-2588	62	5	the	the	DET
cana-2588	62	6	incorporation	incorporation	NOUN
cana-2588	62	7	of	of	ADP
cana-2588	62	8	iot	iot	ADJ
cana-2588	62	9	technology	technology	NOUN
cana-2588	62	10	into	into	ADP
cana-2588	62	11	precision	precision	NOUN
cana-2588	62	12	agriculture	agriculture	NOUN
cana-2588	62	13	signifies	signify	VERB
cana-2588	62	14	a	a	DET
cana-2588	62	15	noteworthy	noteworthy	ADJ
cana-2588	62	16	progression	progression	NOUN
cana-2588	62	17	in	in	ADP
cana-2588	62	18	the	the	DET
cana-2588	62	19	farming	farming	NOUN
cana-2588	62	20	practices	practice	NOUN
cana-2588	62	21	.	.	PUNCT
cana-2588	63	1	through	through	ADP
cana-2588	63	2	the	the	DET
cana-2588	63	3	development	development	NOUN
cana-2588	63	4	of	of	ADP
cana-2588	63	5	predictive	predictive	ADJ
cana-2588	63	6	crop	crop	NOUN
cana-2588	63	7	suggestion	suggestion	NOUN
cana-2588	63	8	models	model	NOUN
cana-2588	63	9	and	and	CCONJ
cana-2588	63	10	real	real	ADJ
cana-2588	63	11	-	-	PUNCT
cana-2588	63	12	time	time	NOUN
cana-2588	63	13	soil	soil	NOUN
cana-2588	63	14	monitoring	monitoring	NOUN
cana-2588	63	15	,	,	PUNCT
cana-2588	63	16	the	the	DET
cana-2588	63	17	internet	internet	NOUN
cana-2588	63	18	of	of	ADP
cana-2588	63	19	things	thing	NOUN
cana-2588	63	20	(	(	PUNCT
cana-2588	63	21	iot	iot	NOUN
cana-2588	63	22	)	)	PUNCT
cana-2588	63	23	is	be	AUX
cana-2588	63	24	assisting	assist	VERB
cana-2588	63	25	farmers	farmer	NOUN
cana-2588	63	26	in	in	ADP
cana-2588	63	27	making	make	VERB
cana-2588	63	28	better	well	ADJ
cana-2588	63	29	decisions	decision	NOUN
cana-2588	63	30	that	that	PRON
cana-2588	63	31	increase	increase	VERB
cana-2588	63	32	productivity	productivity	NOUN
cana-2588	63	33	,	,	PUNCT
cana-2588	63	34	sustainability	sustainability	NOUN
cana-2588	63	35	,	,	PUNCT
cana-2588	63	36	and	and	CCONJ
cana-2588	63	37	resource	resource	NOUN
cana-2588	63	38	efficiency	efficiency	NOUN
cana-2588	63	39	.	.	PUNCT
cana-2588	64	1	this	this	DET
cana-2588	64	2	review	review	NOUN
cana-2588	64	3	study	study	NOUN
cana-2588	64	4	intends	intend	VERB
cana-2588	64	5	to	to	PART
cana-2588	64	6	investigate	investigate	VERB
cana-2588	64	7	the	the	DET
cana-2588	64	8	many	many	ADJ
cana-2588	64	9	uses	use	NOUN
cana-2588	64	10	of	of	ADP
cana-2588	64	11	iot	iot	NOUN
cana-2588	64	12	in	in	ADP
cana-2588	64	13	crop	crop	NOUN
cana-2588	64	14	recommendation	recommendation	NOUN
cana-2588	64	15	models	model	NOUN
cana-2588	64	16	and	and	CCONJ
cana-2588	64	17	soil	soil	NOUN
cana-2588	64	18	nutrient	nutrient	NOUN
cana-2588	64	19	analysis	analysis	NOUN
cana-2588	64	20	,	,	PUNCT
cana-2588	64	21	emphasising	emphasise	VERB
cana-2588	64	22	the	the	DET
cana-2588	64	23	possible	possible	ADJ
cana-2588	64	24	advantages	advantage	NOUN
cana-2588	64	25	and	and	CCONJ
cana-2588	64	26	difficulties	difficulty	NOUN
cana-2588	64	27	of	of	ADP
cana-2588	64	28	its	its	PRON
cana-2588	64	29	implementation	implementation	NOUN
cana-2588	64	30	.	.	PUNCT
cana-2588	65	1	this	this	DET
cana-2588	65	2	study	study	NOUN
cana-2588	65	3	aims	aim	VERB
cana-2588	65	4	to	to	PART
cana-2588	65	5	identify	identify	VERB
cana-2588	65	6	opportunities	opportunity	NOUN
cana-2588	65	7	for	for	ADP
cana-2588	65	8	future	future	ADJ
cana-2588	65	9	research	research	NOUN
cana-2588	65	10	in	in	ADP
cana-2588	65	11	this	this	DET
cana-2588	65	12	quickly	quickly	ADV
cana-2588	65	13	evolving	evolve	VERB
cana-2588	65	14	subject	subject	NOUN
cana-2588	65	15	and	and	CCONJ
cana-2588	65	16	add	add	VERB
cana-2588	65	17	to	to	ADP
cana-2588	65	18	the	the	DET
cana-2588	65	19	growing	grow	VERB
cana-2588	65	20	body	body	NOUN
cana-2588	65	21	of	of	ADP
cana-2588	65	22	knowledge	knowledge	NOUN
cana-2588	65	23	on	on	ADP
cana-2588	65	24	iot	iot	ADJ
cana-2588	65	25	-	-	PUNCT
cana-2588	65	26	enabled	enable	VERB
cana-2588	65	27	precision	precision	NOUN
cana-2588	65	28	agriculture	agriculture	NOUN
cana-2588	65	29	by	by	ADP
cana-2588	65	30	a	a	DET
cana-2588	65	31	thorough	thorough	ADJ
cana-2588	65	32	examination	examination	NOUN
cana-2588	65	33	of	of	ADP
cana-2588	65	34	the	the	DET
cana-2588	65	35	existing	exist	VERB
cana-2588	65	36	literature	literature	NOUN
cana-2588	65	37	.	.	PUNCT
cana-2588	66	1	ii	ii	PROPN
cana-2588	66	2	.	.	PUNCT
cana-2588	67	1	literature	literature	PROPN
cana-2588	67	2	review	review	PROPN
cana-2588	67	3	[	[	X
cana-2588	67	4	1	1	NUM
cana-2588	67	5	]	]	PUNCT
cana-2588	67	6	senapaty	senapaty	NOUN
cana-2588	67	7	et	et	PROPN
cana-2588	67	8	al	al	PROPN
cana-2588	67	9	.	.	PROPN
cana-2588	68	1	(	(	PUNCT
cana-2588	68	2	2024	2024	NUM
cana-2588	68	3	)	)	PUNCT
cana-2588	68	4	an	an	DET
cana-2588	68	5	internet	internet	NOUN
cana-2588	68	6	of	of	ADP
cana-2588	68	7	things	thing	NOUN
cana-2588	68	8	-	-	PUNCT
cana-2588	68	9	enabled	enable	VERB
cana-2588	68	10	soil	soil	NOUN
cana-2588	68	11	nutrient	nutrient	NOUN
cana-2588	68	12	analysis	analysis	NOUN
cana-2588	68	13	and	and	CCONJ
cana-2588	68	14	crop	crop	NOUN
cana-2588	68	15	recommendation	recommendation	NOUN
cana-2588	68	16	system	system	NOUN
cana-2588	68	17	(	(	PUNCT
cana-2588	68	18	iotsna	iotsna	PROPN
cana-2588	68	19	-	-	PUNCT
cana-2588	68	20	cr	cr	PROPN
cana-2588	68	21	)	)	PUNCT
cana-2588	68	22	is	be	AUX
cana-2588	68	23	presented	present	VERB
cana-2588	68	24	in	in	ADP
cana-2588	68	25	this	this	DET
cana-2588	68	26	research	research	NOUN
cana-2588	68	27	.	.	PUNCT
cana-2588	69	1	to	to	PART
cana-2588	69	2	collect	collect	VERB
cana-2588	69	3	real	real	ADJ
cana-2588	69	4	-	-	PUNCT
cana-2588	69	5	time	time	NOUN
cana-2588	69	6	soil	soil	NOUN
cana-2588	69	7	data	datum	NOUN
cana-2588	69	8	,	,	PUNCT
cana-2588	69	9	including	include	VERB
cana-2588	69	10	ph	ph	ADJ
cana-2588	69	11	,	,	PUNCT
cana-2588	69	12	moisture	moisture	NOUN
cana-2588	69	13	content	content	NOUN
cana-2588	69	14	,	,	PUNCT
cana-2588	69	15	and	and	CCONJ
cana-2588	69	16	nutrient	nutrient	NOUN
cana-2588	69	17	levels	level	NOUN
cana-2588	69	18	,	,	PUNCT
cana-2588	69	19	the	the	DET
cana-2588	69	20	scientists	scientist	NOUN
cana-2588	69	21	suggest	suggest	VERB
cana-2588	69	22	combining	combine	VERB
cana-2588	69	23	multispectral	multispectral	ADJ
cana-2588	69	24	internet	internet	NOUN
cana-2588	69	25	of	of	ADP
cana-2588	69	26	things	thing	NOUN
cana-2588	69	27	sensors	sensor	NOUN
cana-2588	69	28	.	.	PUNCT
cana-2588	70	1	to	to	PART
cana-2588	70	2	improve	improve	VERB
cana-2588	70	3	crop	crop	NOUN
cana-2588	70	4	recommendation	recommendation	NOUN
cana-2588	70	5	accuracy	accuracy	NOUN
cana-2588	70	6	,	,	PUNCT
cana-2588	70	7	they	they	PRON
cana-2588	70	8	use	use	VERB
cana-2588	70	9	a	a	DET
cana-2588	70	10	hybrid	hybrid	ADJ
cana-2588	70	11	msvm	msvm	NOUN
cana-2588	70	12	-	-	PUNCT
cana-2588	70	13	dag	dag	PROPN
cana-2588	70	14	-	-	PUNCT
cana-2588	70	15	ffo	ffo	NOUN
cana-2588	70	16	algorithm	algorithm	NOUN
cana-2588	70	17	.	.	PUNCT
cana-2588	71	1	the	the	DET
cana-2588	71	2	study	study	NOUN
cana-2588	71	3	demonstrates	demonstrate	VERB
cana-2588	71	4	how	how	SCONJ
cana-2588	71	5	data	data	NOUN
cana-2588	71	6	-	-	PUNCT
cana-2588	71	7	driven	drive	VERB
cana-2588	71	8	decisions	decision	NOUN
cana-2588	71	9	may	may	AUX
cana-2588	71	10	be	be	AUX
cana-2588	71	11	made	make	VERB
cana-2588	71	12	possible	possible	ADJ
cana-2588	71	13	by	by	ADP
cana-2588	71	14	ongoing	ongoing	ADJ
cana-2588	71	15	soil	soil	NOUN
cana-2588	71	16	health	health	NOUN
cana-2588	71	17	monitoring	monitoring	NOUN
cana-2588	71	18	,	,	PUNCT
cana-2588	71	19	which	which	PRON
cana-2588	71	20	can	can	AUX
cana-2588	71	21	boost	boost	VERB
cana-2588	71	22	communications	communication	NOUN
cana-2588	71	23	on	on	ADP
cana-2588	71	24	applied	apply	VERB
cana-2588	71	25	nonlinear	nonlinear	ADJ
cana-2588	71	26	analysis	analysis	NOUN
cana-2588	71	27	issn	issn	NOUN
cana-2588	71	28	:	:	PUNCT
cana-2588	71	29	1074	1074	NUM
cana-2588	71	30	-	-	PUNCT
cana-2588	71	31	133x	133x	NUM
cana-2588	71	32	vol	vol	NOUN
cana-2588	71	33	32	32	NUM
cana-2588	71	34	no	no	NOUN
cana-2588	71	35	.	.	PUNCT
cana-2588	72	1	3s	3s	NUM
cana-2588	72	2	(	(	PUNCT
cana-2588	72	3	2025	2025	NUM
cana-2588	72	4	)	)	PUNCT
cana-2588	72	5	180	180	NUM
cana-2588	72	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	72	7	output	output	NOUN
cana-2588	72	8	and	and	CCONJ
cana-2588	72	9	optimise	optimise	ADJ
cana-2588	72	10	resource	resource	NOUN
cana-2588	72	11	use	use	NOUN
cana-2588	72	12	.	.	PUNCT
cana-2588	73	1	experiments	experiment	NOUN
cana-2588	73	2	conducted	conduct	VERB
cana-2588	73	3	in	in	ADP
cana-2588	73	4	the	the	DET
cana-2588	73	5	field	field	NOUN
cana-2588	73	6	show	show	VERB
cana-2588	73	7	that	that	SCONJ
cana-2588	73	8	the	the	DET
cana-2588	73	9	iotsna	iotsna	PROPN
cana-2588	73	10	-	-	PUNCT
cana-2588	73	11	cr	cr	PROPN
cana-2588	73	12	system	system	NOUN
cana-2588	73	13	greatly	greatly	ADV
cana-2588	73	14	increases	increase	VERB
cana-2588	73	15	agricultural	agricultural	ADJ
cana-2588	73	16	productivity	productivity	NOUN
cana-2588	73	17	while	while	SCONJ
cana-2588	73	18	preserving	preserve	VERB
cana-2588	73	19	resources	resource	NOUN
cana-2588	73	20	like	like	ADP
cana-2588	73	21	fertiliser	fertiliser	NOUN
cana-2588	73	22	and	and	CCONJ
cana-2588	73	23	water	water	NOUN
cana-2588	73	24	.	.	PUNCT
cana-2588	74	1	[	[	X
cana-2588	74	2	2	2	NUM
cana-2588	74	3	]	]	X
cana-2588	74	4	zhao	zhao	PROPN
cana-2588	74	5	et	et	PROPN
cana-2588	74	6	al	al	PROPN
cana-2588	74	7	.	.	PROPN
cana-2588	75	1	(	(	PUNCT
cana-2588	75	2	2024	2024	NUM
cana-2588	75	3	)	)	PUNCT
cana-2588	75	4	zhao	zhao	PROPN
cana-2588	75	5	et	et	PROPN
cana-2588	75	6	al	al	PROPN
cana-2588	75	7	.	.	PROPN
cana-2588	75	8	investigate	investigate	VERB
cana-2588	75	9	machine	machine	NOUN
cana-2588	75	10	learning	learning	NOUN
cana-2588	75	11	-	-	PUNCT
cana-2588	75	12	integrated	integrate	VERB
cana-2588	75	13	iot	iot	NOUN
cana-2588	75	14	-	-	PUNCT
cana-2588	75	15	based	base	VERB
cana-2588	75	16	soil	soil	NOUN
cana-2588	75	17	nutrient	nutrient	NOUN
cana-2588	75	18	monitoring	monitoring	NOUN
cana-2588	75	19	for	for	ADP
cana-2588	75	20	precision	precision	NOUN
cana-2588	75	21	farming	farming	NOUN
cana-2588	75	22	.	.	PUNCT
cana-2588	76	1	nutrient	nutrient	NOUN
cana-2588	76	2	deficits	deficit	NOUN
cana-2588	76	3	are	be	AUX
cana-2588	76	4	predicted	predict	VERB
cana-2588	76	5	using	use	VERB
cana-2588	76	6	real	real	ADJ
cana-2588	76	7	-	-	PUNCT
cana-2588	76	8	time	time	NOUN
cana-2588	76	9	data	datum	NOUN
cana-2588	76	10	from	from	ADP
cana-2588	76	11	internet	internet	NOUN
cana-2588	76	12	of	of	ADP
cana-2588	76	13	things	thing	NOUN
cana-2588	76	14	sensors	sensor	NOUN
cana-2588	76	15	,	,	PUNCT
cana-2588	76	16	such	such	ADJ
cana-2588	76	17	as	as	ADP
cana-2588	76	18	electrochemical	electrochemical	ADJ
cana-2588	76	19	soil	soil	NOUN
cana-2588	76	20	nutrient	nutrient	NOUN
cana-2588	76	21	sensors	sensor	NOUN
cana-2588	76	22	.	.	PUNCT
cana-2588	77	1	farmers	farmer	NOUN
cana-2588	77	2	may	may	AUX
cana-2588	77	3	optimise	optimise	VERB
cana-2588	77	4	fertilisation	fertilisation	NOUN
cana-2588	77	5	in	in	ADP
cana-2588	77	6	real	real	ADJ
cana-2588	77	7	time	time	NOUN
cana-2588	77	8	,	,	PUNCT
cana-2588	77	9	reducing	reduce	VERB
cana-2588	77	10	environmental	environmental	ADJ
cana-2588	77	11	impact	impact	NOUN
cana-2588	77	12	and	and	CCONJ
cana-2588	77	13	boosting	boost	VERB
cana-2588	77	14	crop	crop	NOUN
cana-2588	77	15	yields	yield	NOUN
cana-2588	77	16	,	,	PUNCT
cana-2588	77	17	by	by	ADP
cana-2588	77	18	combining	combine	VERB
cana-2588	77	19	this	this	DET
cana-2588	77	20	data	datum	NOUN
cana-2588	77	21	with	with	ADP
cana-2588	77	22	prediction	prediction	NOUN
cana-2588	77	23	algorithms	algorithm	NOUN
cana-2588	77	24	.	.	PUNCT
cana-2588	78	1	in	in	ADP
cana-2588	78	2	order	order	NOUN
cana-2588	78	3	to	to	PART
cana-2588	78	4	make	make	VERB
cana-2588	78	5	cutting	cutting	NOUN
cana-2588	78	6	-	-	PUNCT
cana-2588	78	7	edge	edge	NOUN
cana-2588	78	8	agricultural	agricultural	ADJ
cana-2588	78	9	technologies	technology	NOUN
cana-2588	78	10	available	available	ADJ
cana-2588	78	11	to	to	ADP
cana-2588	78	12	farmers	farmer	NOUN
cana-2588	78	13	in	in	ADP
cana-2588	78	14	resource	resource	NOUN
cana-2588	78	15	-	-	PUNCT
cana-2588	78	16	constrained	constrain	VERB
cana-2588	78	17	locations	location	NOUN
cana-2588	78	18	,	,	PUNCT
cana-2588	78	19	the	the	DET
cana-2588	78	20	study	study	NOUN
cana-2588	78	21	offers	offer	VERB
cana-2588	78	22	a	a	DET
cana-2588	78	23	framework	framework	NOUN
cana-2588	78	24	for	for	ADP
cana-2588	78	25	the	the	DET
cana-2588	78	26	cost	cost	NOUN
cana-2588	78	27	-	-	PUNCT
cana-2588	78	28	effective	effective	ADJ
cana-2588	78	29	deployment	deployment	NOUN
cana-2588	78	30	of	of	ADP
cana-2588	78	31	iot	iot	NOUN
cana-2588	78	32	,	,	PUNCT
cana-2588	78	33	which	which	PRON
cana-2588	78	34	has	have	VERB
cana-2588	78	35	the	the	DET
cana-2588	78	36	potential	potential	NOUN
cana-2588	78	37	to	to	PART
cana-2588	78	38	completely	completely	ADV
cana-2588	78	39	transform	transform	VERB
cana-2588	78	40	the	the	DET
cana-2588	78	41	management	management	NOUN
cana-2588	78	42	of	of	ADP
cana-2588	78	43	soil	soil	NOUN
cana-2588	78	44	health	health	NOUN
cana-2588	78	45	worldwide	worldwide	ADV
cana-2588	78	46	.	.	PUNCT
cana-2588	79	1	[	[	X
cana-2588	79	2	3	3	X
cana-2588	79	3	]	]	X
cana-2588	79	4	kim	kim	PROPN
cana-2588	79	5	et	et	PROPN
cana-2588	79	6	al	al	PROPN
cana-2588	79	7	.	.	PROPN
cana-2588	80	1	(	(	PUNCT
cana-2588	80	2	2024	2024	NUM
cana-2588	80	3	)	)	PUNCT
cana-2588	80	4	in	in	ADP
cana-2588	80	5	order	order	NOUN
cana-2588	80	6	to	to	PART
cana-2588	80	7	optimise	optimise	VERB
cana-2588	80	8	horticulture	horticulture	NOUN
cana-2588	80	9	techniques	technique	NOUN
cana-2588	80	10	,	,	PUNCT
cana-2588	80	11	kim	kim	PROPN
cana-2588	80	12	et	et	PROPN
cana-2588	80	13	al	al	PROPN
cana-2588	80	14	.	.	PROPN
cana-2588	80	15	suggest	suggest	VERB
cana-2588	80	16	a	a	DET
cana-2588	80	17	smart	smart	ADJ
cana-2588	80	18	farming	farming	NOUN
cana-2588	80	19	system	system	NOUN
cana-2588	80	20	that	that	PRON
cana-2588	80	21	includes	include	VERB
cana-2588	80	22	iot	iot	ADJ
cana-2588	80	23	technologies	technology	NOUN
cana-2588	80	24	.	.	PUNCT
cana-2588	81	1	their	their	PRON
cana-2588	81	2	technology	technology	NOUN
cana-2588	81	3	makes	make	VERB
cana-2588	81	4	use	use	NOUN
cana-2588	81	5	of	of	ADP
cana-2588	81	6	internet	internet	NOUN
cana-2588	81	7	of	of	ADP
cana-2588	81	8	things	thing	NOUN
cana-2588	81	9	sensors	sensor	NOUN
cana-2588	81	10	to	to	PART
cana-2588	81	11	keep	keep	VERB
cana-2588	81	12	an	an	DET
cana-2588	81	13	eye	eye	NOUN
cana-2588	81	14	on	on	ADP
cana-2588	81	15	important	important	ADJ
cana-2588	81	16	factors	factor	NOUN
cana-2588	81	17	like	like	ADP
cana-2588	81	18	soil	soil	NOUN
cana-2588	81	19	moisture	moisture	NOUN
cana-2588	81	20	and	and	CCONJ
cana-2588	81	21	nutrient	nutrient	NOUN
cana-2588	81	22	levels	level	NOUN
cana-2588	81	23	.	.	PUNCT
cana-2588	82	1	these	these	DET
cana-2588	82	2	data	datum	NOUN
cana-2588	82	3	are	be	AUX
cana-2588	82	4	processed	process	VERB
cana-2588	82	5	by	by	ADP
cana-2588	82	6	a	a	DET
cana-2588	82	7	cloud	cloud	NOUN
cana-2588	82	8	-	-	PUNCT
cana-2588	82	9	based	base	VERB
cana-2588	82	10	analytics	analytic	NOUN
cana-2588	82	11	platform	platform	NOUN
cana-2588	82	12	,	,	PUNCT
cana-2588	82	13	which	which	PRON
cana-2588	82	14	allows	allow	VERB
cana-2588	82	15	the	the	DET
cana-2588	82	16	system	system	NOUN
cana-2588	82	17	to	to	PART
cana-2588	82	18	automatically	automatically	ADV
cana-2588	82	19	modify	modify	VERB
cana-2588	82	20	the	the	DET
cana-2588	82	21	amount	amount	NOUN
cana-2588	82	22	of	of	ADP
cana-2588	82	23	water	water	NOUN
cana-2588	82	24	and	and	CCONJ
cana-2588	82	25	fertiliser	fertiliser	NOUN
cana-2588	82	26	applied	apply	VERB
cana-2588	82	27	in	in	ADP
cana-2588	82	28	real	real	ADJ
cana-2588	82	29	time	time	NOUN
cana-2588	82	30	.	.	PUNCT
cana-2588	83	1	through	through	ADP
cana-2588	83	2	improved	improve	VERB
cana-2588	83	3	nutrient	nutrient	NOUN
cana-2588	83	4	delivery	delivery	NOUN
cana-2588	83	5	precision	precision	NOUN
cana-2588	83	6	,	,	PUNCT
cana-2588	83	7	crop	crop	NOUN
cana-2588	83	8	output	output	NOUN
cana-2588	83	9	,	,	PUNCT
cana-2588	83	10	waste	waste	NOUN
cana-2588	83	11	reduction	reduction	NOUN
cana-2588	83	12	,	,	PUNCT
cana-2588	83	13	and	and	CCONJ
cana-2588	83	14	water	water	NOUN
cana-2588	83	15	conservation	conservation	NOUN
cana-2588	83	16	are	be	AUX
cana-2588	83	17	all	all	PRON
cana-2588	83	18	achieved	achieve	VERB
cana-2588	83	19	by	by	ADP
cana-2588	83	20	the	the	DET
cana-2588	83	21	system	system	NOUN
cana-2588	83	22	.	.	PUNCT
cana-2588	84	1	the	the	DET
cana-2588	84	2	scalability	scalability	NOUN
cana-2588	84	3	of	of	ADP
cana-2588	84	4	iot	iot	PROPN
cana-2588	84	5	systems	system	NOUN
cana-2588	84	6	for	for	ADP
cana-2588	84	7	both	both	DET
cana-2588	84	8	smalland	smalland	CCONJ
cana-2588	84	9	large	large	ADJ
cana-2588	84	10	-	-	PUNCT
cana-2588	84	11	scale	scale	NOUN
cana-2588	84	12	horticulture	horticulture	NOUN
cana-2588	84	13	enterprises	enterprise	NOUN
cana-2588	84	14	is	be	AUX
cana-2588	84	15	highlighted	highlight	VERB
cana-2588	84	16	by	by	ADP
cana-2588	84	17	this	this	DET
cana-2588	84	18	study	study	NOUN
cana-2588	84	19	.	.	PUNCT
cana-2588	85	1	[	[	X
cana-2588	85	2	4	4	NUM
cana-2588	85	3	]	]	X
cana-2588	85	4	gupta	gupta	NOUN
cana-2588	85	5	and	and	CCONJ
cana-2588	85	6	associates	associate	NOUN
cana-2588	85	7	(	(	PUNCT
cana-2588	85	8	2024	2024	NUM
cana-2588	85	9	)	)	PUNCT
cana-2588	85	10	in	in	ADP
cana-2588	85	11	order	order	NOUN
cana-2588	85	12	to	to	PART
cana-2588	85	13	provide	provide	VERB
cana-2588	85	14	dynamic	dynamic	ADJ
cana-2588	85	15	crop	crop	NOUN
cana-2588	85	16	recommendations	recommendation	NOUN
cana-2588	85	17	,	,	PUNCT
cana-2588	85	18	this	this	DET
cana-2588	85	19	study	study	NOUN
cana-2588	85	20	creates	create	VERB
cana-2588	85	21	a	a	DET
cana-2588	85	22	hybrid	hybrid	ADJ
cana-2588	85	23	model	model	NOUN
cana-2588	85	24	that	that	PRON
cana-2588	85	25	combines	combine	VERB
cana-2588	85	26	machine	machine	NOUN
cana-2588	85	27	learning	learning	NOUN
cana-2588	85	28	and	and	CCONJ
cana-2588	85	29	internet	internet	NOUN
cana-2588	85	30	of	of	ADP
cana-2588	85	31	things	thing	NOUN
cana-2588	85	32	devices	device	NOUN
cana-2588	85	33	.	.	PUNCT
cana-2588	86	1	iot	iot	PROPN
cana-2588	86	2	sensors	sensor	NOUN
cana-2588	86	3	gather	gather	VERB
cana-2588	86	4	soil	soil	NOUN
cana-2588	86	5	data	datum	NOUN
cana-2588	86	6	in	in	ADP
cana-2588	86	7	real	real	ADJ
cana-2588	86	8	time	time	NOUN
cana-2588	86	9	,	,	PUNCT
cana-2588	86	10	while	while	SCONJ
cana-2588	86	11	machine	machine	NOUN
cana-2588	86	12	learning	learn	VERB
cana-2588	86	13	algorithms	algorithm	NOUN
cana-2588	86	14	use	use	VERB
cana-2588	86	15	historical	historical	ADJ
cana-2588	86	16	agricultural	agricultural	ADJ
cana-2588	86	17	data	datum	NOUN
cana-2588	86	18	to	to	PART
cana-2588	86	19	suggest	suggest	VERB
cana-2588	86	20	the	the	DET
cana-2588	86	21	best	good	ADJ
cana-2588	86	22	crops	crop	NOUN
cana-2588	86	23	for	for	ADP
cana-2588	86	24	a	a	DET
cana-2588	86	25	given	give	VERB
cana-2588	86	26	set	set	NOUN
cana-2588	86	27	of	of	ADP
cana-2588	86	28	environmental	environmental	ADJ
cana-2588	86	29	and	and	CCONJ
cana-2588	86	30	soil	soil	NOUN
cana-2588	86	31	parameters	parameter	NOUN
cana-2588	86	32	.	.	PUNCT
cana-2588	87	1	because	because	SCONJ
cana-2588	87	2	the	the	DET
cana-2588	87	3	system	system	NOUN
cana-2588	87	4	is	be	AUX
cana-2588	87	5	climate	climate	NOUN
cana-2588	87	6	-	-	PUNCT
cana-2588	87	7	adaptive	adaptive	ADJ
cana-2588	87	8	,	,	PUNCT
cana-2588	87	9	it	it	PRON
cana-2588	87	10	can	can	AUX
cana-2588	87	11	be	be	AUX
cana-2588	87	12	used	use	VERB
cana-2588	87	13	anywhere	anywhere	ADV
cana-2588	87	14	in	in	ADP
cana-2588	87	15	the	the	DET
cana-2588	87	16	world	world	NOUN
cana-2588	87	17	.	.	PUNCT
cana-2588	88	1	the	the	DET
cana-2588	88	2	study	study	NOUN
cana-2588	88	3	highlights	highlight	VERB
cana-2588	88	4	how	how	SCONJ
cana-2588	88	5	the	the	DET
cana-2588	88	6	model	model	NOUN
cana-2588	88	7	may	may	AUX
cana-2588	88	8	help	help	VERB
cana-2588	88	9	farmers	farmer	NOUN
cana-2588	88	10	make	make	VERB
cana-2588	88	11	data	datum	NOUN
cana-2588	88	12	-	-	PUNCT
cana-2588	88	13	driven	drive	VERB
cana-2588	88	14	decisions	decision	NOUN
cana-2588	88	15	that	that	PRON
cana-2588	88	16	increase	increase	VERB
cana-2588	88	17	agricultural	agricultural	ADJ
cana-2588	88	18	output	output	NOUN
cana-2588	88	19	and	and	CCONJ
cana-2588	88	20	resource	resource	NOUN
cana-2588	88	21	efficiency	efficiency	NOUN
cana-2588	88	22	,	,	PUNCT
cana-2588	88	23	thus	thus	ADV
cana-2588	88	24	greatly	greatly	ADV
cana-2588	88	25	improving	improve	VERB
cana-2588	88	26	food	food	NOUN
cana-2588	88	27	security	security	NOUN
cana-2588	88	28	.	.	PUNCT
cana-2588	89	1	[	[	X
cana-2588	89	2	5	5	X
cana-2588	89	3	]	]	X
cana-2588	89	4	hossain	hossain	PROPN
cana-2588	89	5	et	et	PROPN
cana-2588	89	6	al	al	PROPN
cana-2588	89	7	.	.	PROPN
cana-2588	90	1	(	(	PUNCT
cana-2588	90	2	2024	2024	NUM
cana-2588	90	3	)	)	PUNCT
cana-2588	90	4	an	an	DET
cana-2588	90	5	internet	internet	NOUN
cana-2588	90	6	of	of	ADP
cana-2588	90	7	things	thing	NOUN
cana-2588	90	8	-	-	PUNCT
cana-2588	90	9	enabled	enable	VERB
cana-2588	90	10	nutrient	nutrient	NOUN
cana-2588	90	11	mapping	mapping	NOUN
cana-2588	90	12	system	system	NOUN
cana-2588	90	13	is	be	AUX
cana-2588	90	14	proposed	propose	VERB
cana-2588	90	15	by	by	ADP
cana-2588	90	16	hossain	hossain	PROPN
cana-2588	90	17	et	et	PROPN
cana-2588	90	18	al	al	PROPN
cana-2588	90	19	.	.	PUNCT
cana-2588	90	20	to	to	PART
cana-2588	90	21	enhance	enhance	VERB
cana-2588	90	22	soil	soil	NOUN
cana-2588	90	23	fertility	fertility	NOUN
cana-2588	90	24	management	management	NOUN
cana-2588	90	25	.	.	PUNCT
cana-2588	91	1	the	the	DET
cana-2588	91	2	technology	technology	NOUN
cana-2588	91	3	gathers	gather	VERB
cana-2588	91	4	real	real	ADJ
cana-2588	91	5	-	-	PUNCT
cana-2588	91	6	time	time	NOUN
cana-2588	91	7	information	information	NOUN
cana-2588	91	8	on	on	ADP
cana-2588	91	9	soil	soil	NOUN
cana-2588	91	10	nutrient	nutrient	NOUN
cana-2588	91	11	profiles	profile	NOUN
cana-2588	91	12	,	,	PUNCT
cana-2588	91	13	including	include	VERB
cana-2588	91	14	levels	level	NOUN
cana-2588	91	15	of	of	ADP
cana-2588	91	16	potassium	potassium	NOUN
cana-2588	91	17	,	,	PUNCT
cana-2588	91	18	phosphorus	phosphorus	NOUN
cana-2588	91	19	,	,	PUNCT
cana-2588	91	20	and	and	CCONJ
cana-2588	91	21	nitrogen	nitrogen	NOUN
cana-2588	91	22	,	,	PUNCT
cana-2588	91	23	by	by	ADP
cana-2588	91	24	distributing	distribute	VERB
cana-2588	91	25	electrochemical	electrochemical	ADJ
cana-2588	91	26	sensors	sensor	NOUN
cana-2588	91	27	throughout	throughout	ADP
cana-2588	91	28	agricultural	agricultural	ADJ
cana-2588	91	29	areas	area	NOUN
cana-2588	91	30	.	.	PUNCT
cana-2588	92	1	with	with	ADP
cana-2588	92	2	the	the	DET
cana-2588	92	3	help	help	NOUN
cana-2588	92	4	of	of	ADP
cana-2588	92	5	this	this	DET
cana-2588	92	6	data	datum	NOUN
cana-2588	92	7	,	,	PUNCT
cana-2588	92	8	precise	precise	ADJ
cana-2588	92	9	,	,	PUNCT
cana-2588	92	10	site	site	NOUN
cana-2588	92	11	-	-	PUNCT
cana-2588	92	12	specific	specific	ADJ
cana-2588	92	13	nutrient	nutrient	NOUN
cana-2588	92	14	management	management	NOUN
cana-2588	92	15	is	be	AUX
cana-2588	92	16	possible	possible	ADJ
cana-2588	92	17	,	,	PUNCT
cana-2588	92	18	minimising	minimise	VERB
cana-2588	92	19	environmental	environmental	ADJ
cana-2588	92	20	harm	harm	NOUN
cana-2588	92	21	and	and	CCONJ
cana-2588	92	22	cutting	cut	VERB
cana-2588	92	23	down	down	ADP
cana-2588	92	24	on	on	ADP
cana-2588	92	25	fertiliser	fertiliser	NOUN
cana-2588	92	26	overuse	overuse	NOUN
cana-2588	92	27	.	.	PUNCT
cana-2588	93	1	the	the	DET
cana-2588	93	2	study	study	NOUN
cana-2588	93	3	comes	come	VERB
cana-2588	93	4	to	to	ADP
cana-2588	93	5	the	the	DET
cana-2588	93	6	conclusion	conclusion	NOUN
cana-2588	93	7	that	that	SCONJ
cana-2588	93	8	by	by	ADP
cana-2588	93	9	giving	give	VERB
cana-2588	93	10	farmers	farmer	NOUN
cana-2588	93	11	precise	precise	ADJ
cana-2588	93	12	information	information	NOUN
cana-2588	93	13	about	about	ADP
cana-2588	93	14	the	the	DET
cana-2588	93	15	nutrient	nutrient	ADJ
cana-2588	93	16	requirements	requirement	NOUN
cana-2588	93	17	of	of	ADP
cana-2588	93	18	their	their	PRON
cana-2588	93	19	soil	soil	NOUN
cana-2588	93	20	,	,	PUNCT
cana-2588	93	21	iot	iot	NOUN
cana-2588	93	22	-	-	PUNCT
cana-2588	93	23	based	base	VERB
cana-2588	93	24	nutrient	nutrient	NOUN
cana-2588	93	25	mapping	mapping	NOUN
cana-2588	93	26	can	can	AUX
cana-2588	93	27	significantly	significantly	ADV
cana-2588	93	28	boost	boost	VERB
cana-2588	93	29	crop	crop	NOUN
cana-2588	93	30	yields	yield	NOUN
cana-2588	93	31	and	and	CCONJ
cana-2588	93	32	sustainability	sustainability	NOUN
cana-2588	93	33	.	.	PUNCT
cana-2588	94	1	[	[	X
cana-2588	94	2	6	6	NUM
cana-2588	94	3	]	]	PUNCT
cana-2588	94	4	sharma	sharma	PROPN
cana-2588	94	5	et	et	PROPN
cana-2588	94	6	al	al	PROPN
cana-2588	94	7	.	.	PROPN
cana-2588	95	1	(	(	PUNCT
cana-2588	95	2	2024	2024	NUM
cana-2588	95	3	)	)	PUNCT
cana-2588	95	4	this	this	DET
cana-2588	95	5	study	study	NOUN
cana-2588	95	6	looks	look	VERB
cana-2588	95	7	at	at	ADP
cana-2588	95	8	internet	internet	NOUN
cana-2588	95	9	of	of	ADP
cana-2588	95	10	things	thing	NOUN
cana-2588	95	11	-	-	PUNCT
cana-2588	95	12	based	base	VERB
cana-2588	95	13	approaches	approach	NOUN
cana-2588	95	14	to	to	PART
cana-2588	95	15	precision	precision	VERB
cana-2588	95	16	agriculture	agriculture	NOUN
cana-2588	95	17	's	's	PART
cana-2588	95	18	irrigation	irrigation	NOUN
cana-2588	95	19	and	and	CCONJ
cana-2588	95	20	fertiliser	fertiliser	NOUN
cana-2588	95	21	management	management	NOUN
cana-2588	95	22	optimisation	optimisation	NOUN
cana-2588	95	23	.	.	PUNCT
cana-2588	96	1	sharma	sharma	PROPN
cana-2588	96	2	et	et	PROPN
cana-2588	96	3	al	al	PROPN
cana-2588	96	4	.	.	PROPN
cana-2588	96	5	present	present	VERB
cana-2588	96	6	a	a	DET
cana-2588	96	7	system	system	NOUN
cana-2588	96	8	that	that	PRON
cana-2588	96	9	continually	continually	ADV
cana-2588	96	10	measures	measure	VERB
cana-2588	96	11	the	the	DET
cana-2588	96	12	amount	amount	NOUN
cana-2588	96	13	of	of	ADP
cana-2588	96	14	moisture	moisture	NOUN
cana-2588	96	15	in	in	ADP
cana-2588	96	16	the	the	DET
cana-2588	96	17	soil	soil	NOUN
cana-2588	96	18	and	and	CCONJ
cana-2588	96	19	the	the	DET
cana-2588	96	20	amounts	amount	NOUN
cana-2588	96	21	of	of	ADP
cana-2588	96	22	nutrients	nutrient	NOUN
cana-2588	96	23	.	.	PUNCT
cana-2588	97	1	the	the	DET
cana-2588	97	2	system	system	NOUN
cana-2588	97	3	uses	use	VERB
cana-2588	97	4	real	real	ADJ
cana-2588	97	5	-	-	PUNCT
cana-2588	97	6	time	time	NOUN
cana-2588	97	7	data	datum	NOUN
cana-2588	97	8	to	to	PART
cana-2588	97	9	automatically	automatically	ADV
cana-2588	97	10	modify	modify	VERB
cana-2588	97	11	irrigation	irrigation	NOUN
cana-2588	97	12	schedules	schedule	NOUN
cana-2588	97	13	and	and	CCONJ
cana-2588	97	14	nutrient	nutrient	ADJ
cana-2588	97	15	delivery	delivery	NOUN
cana-2588	97	16	.	.	PUNCT
cana-2588	98	1	to	to	PART
cana-2588	98	2	give	give	VERB
cana-2588	98	3	farmers	farmer	NOUN
cana-2588	98	4	useful	useful	ADJ
cana-2588	98	5	insights	insight	NOUN
cana-2588	98	6	,	,	PUNCT
cana-2588	98	7	the	the	DET
cana-2588	98	8	communications	communication	NOUN
cana-2588	98	9	on	on	ADP
cana-2588	98	10	applied	apply	VERB
cana-2588	98	11	nonlinear	nonlinear	ADJ
cana-2588	98	12	analysis	analysis	NOUN
cana-2588	98	13	issn	issn	NOUN
cana-2588	98	14	:	:	PUNCT
cana-2588	98	15	1074	1074	NUM
cana-2588	98	16	-	-	PUNCT
cana-2588	98	17	133x	133x	NUM
cana-2588	98	18	vol	vol	NOUN
cana-2588	98	19	32	32	NUM
cana-2588	98	20	no	no	NOUN
cana-2588	98	21	.	.	PUNCT
cana-2588	99	1	3s	3s	NUM
cana-2588	99	2	(	(	PUNCT
cana-2588	99	3	2025	2025	NUM
cana-2588	99	4	)	)	PUNCT
cana-2588	99	5	181	181	NUM
cana-2588	99	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	99	7	system	system	NOUN
cana-2588	99	8	integrates	integrate	NOUN
cana-2588	99	9	with	with	ADP
cana-2588	99	10	cloud	cloud	NOUN
cana-2588	99	11	platforms	platform	NOUN
cana-2588	99	12	.	.	PUNCT
cana-2588	100	1	findings	finding	NOUN
cana-2588	100	2	show	show	VERB
cana-2588	100	3	that	that	SCONJ
cana-2588	100	4	this	this	DET
cana-2588	100	5	strategy	strategy	NOUN
cana-2588	100	6	improves	improve	VERB
cana-2588	100	7	the	the	DET
cana-2588	100	8	efficiency	efficiency	NOUN
cana-2588	100	9	with	with	ADP
cana-2588	100	10	which	which	DET
cana-2588	100	11	water	water	NOUN
cana-2588	100	12	and	and	CCONJ
cana-2588	100	13	fertiliser	fertiliser	NOUN
cana-2588	100	14	are	be	AUX
cana-2588	100	15	used	use	VERB
cana-2588	100	16	,	,	PUNCT
cana-2588	100	17	which	which	PRON
cana-2588	100	18	raises	raise	VERB
cana-2588	100	19	crop	crop	NOUN
cana-2588	100	20	yields	yield	NOUN
cana-2588	100	21	and	and	CCONJ
cana-2588	100	22	lowers	lower	VERB
cana-2588	100	23	input	input	NOUN
cana-2588	100	24	costs	cost	NOUN
cana-2588	100	25	.	.	PUNCT
cana-2588	101	1	the	the	DET
cana-2588	101	2	study	study	NOUN
cana-2588	101	3	emphasises	emphasise	VERB
cana-2588	101	4	how	how	SCONJ
cana-2588	101	5	important	important	ADJ
cana-2588	101	6	iot	iot	NOUN
cana-2588	101	7	is	be	AUX
cana-2588	101	8	for	for	ADP
cana-2588	101	9	facilitating	facilitate	VERB
cana-2588	101	10	more	more	ADV
cana-2588	101	11	environmentally	environmentally	ADV
cana-2588	101	12	friendly	friendly	ADJ
cana-2588	101	13	farming	farming	NOUN
cana-2588	101	14	methods	method	NOUN
cana-2588	101	15	.	.	PUNCT
cana-2588	102	1	[	[	X
cana-2588	102	2	7	7	NUM
cana-2588	102	3	]	]	X
cana-2588	102	4	rodriguez	rodriguez	NOUN
cana-2588	102	5	et	et	PROPN
cana-2588	102	6	al	al	PROPN
cana-2588	102	7	.	.	PROPN
cana-2588	103	1	(	(	PUNCT
cana-2588	103	2	2024	2024	NUM
cana-2588	103	3	)	)	PUNCT
cana-2588	103	4	the	the	DET
cana-2588	103	5	use	use	NOUN
cana-2588	103	6	of	of	ADP
cana-2588	103	7	internet	internet	NOUN
cana-2588	103	8	of	of	ADP
cana-2588	103	9	things	thing	NOUN
cana-2588	103	10	-	-	PUNCT
cana-2588	103	11	based	base	VERB
cana-2588	103	12	soil	soil	NOUN
cana-2588	103	13	monitoring	monitoring	NOUN
cana-2588	103	14	in	in	ADP
cana-2588	103	15	tropical	tropical	ADJ
cana-2588	103	16	agriculture	agriculture	NOUN
cana-2588	103	17	,	,	PUNCT
cana-2588	103	18	namely	namely	ADV
cana-2588	103	19	for	for	ADP
cana-2588	103	20	smallholder	smallholder	NOUN
cana-2588	103	21	farmers	farmer	NOUN
cana-2588	103	22	in	in	ADP
cana-2588	103	23	latin	latin	PROPN
cana-2588	103	24	america	america	PROPN
cana-2588	103	25	,	,	PUNCT
cana-2588	103	26	is	be	AUX
cana-2588	103	27	the	the	DET
cana-2588	103	28	main	main	ADJ
cana-2588	103	29	emphasis	emphasis	NOUN
cana-2588	103	30	of	of	ADP
cana-2588	103	31	rodriguez	rodriguez	PROPN
cana-2588	103	32	et	et	PROPN
cana-2588	103	33	al	al	PROPN
cana-2588	103	34	.	.	PUNCT
cana-2588	104	1	the	the	DET
cana-2588	104	2	study	study	NOUN
cana-2588	104	3	demonstrates	demonstrate	VERB
cana-2588	104	4	how	how	SCONJ
cana-2588	104	5	realtime	realtime	ADJ
cana-2588	104	6	data	datum	NOUN
cana-2588	104	7	on	on	ADP
cana-2588	104	8	soil	soil	NOUN
cana-2588	104	9	conditions	condition	NOUN
cana-2588	104	10	from	from	ADP
cana-2588	104	11	iot	iot	ADJ
cana-2588	104	12	sensors	sensor	NOUN
cana-2588	104	13	might	might	AUX
cana-2588	104	14	assist	assist	VERB
cana-2588	104	15	farmers	farmer	NOUN
cana-2588	104	16	in	in	ADP
cana-2588	104	17	combating	combat	VERB
cana-2588	104	18	nutrient	nutrient	NOUN
cana-2588	104	19	deficits	deficit	NOUN
cana-2588	104	20	common	common	ADJ
cana-2588	104	21	in	in	ADP
cana-2588	104	22	tropical	tropical	ADJ
cana-2588	104	23	soils	soil	NOUN
cana-2588	104	24	.	.	PUNCT
cana-2588	105	1	small	small	ADJ
cana-2588	105	2	-	-	PUNCT
cana-2588	105	3	scale	scale	NOUN
cana-2588	105	4	farmers	farmer	NOUN
cana-2588	105	5	can	can	AUX
cana-2588	105	6	now	now	ADV
cana-2588	105	7	get	get	VERB
cana-2588	105	8	advanced	advanced	ADJ
cana-2588	105	9	agricultural	agricultural	ADJ
cana-2588	105	10	insights	insight	NOUN
cana-2588	105	11	thanks	thank	NOUN
cana-2588	105	12	to	to	ADP
cana-2588	105	13	the	the	DET
cana-2588	105	14	system	system	NOUN
cana-2588	105	15	's	's	PART
cana-2588	105	16	integration	integration	NOUN
cana-2588	105	17	of	of	ADP
cana-2588	105	18	iot	iot	PROPN
cana-2588	105	19	data	datum	NOUN
cana-2588	105	20	with	with	ADP
cana-2588	105	21	mobile	mobile	ADJ
cana-2588	105	22	apps	app	NOUN
cana-2588	105	23	.	.	PUNCT
cana-2588	106	1	the	the	DET
cana-2588	106	2	study	study	NOUN
cana-2588	106	3	highlights	highlight	VERB
cana-2588	106	4	the	the	DET
cana-2588	106	5	significance	significance	NOUN
cana-2588	106	6	of	of	ADP
cana-2588	106	7	technological	technological	ADJ
cana-2588	106	8	scalability	scalability	NOUN
cana-2588	106	9	and	and	CCONJ
cana-2588	106	10	accessibility	accessibility	NOUN
cana-2588	106	11	by	by	ADP
cana-2588	106	12	showing	show	VERB
cana-2588	106	13	how	how	SCONJ
cana-2588	106	14	iot	iot	NOUN
cana-2588	106	15	can	can	AUX
cana-2588	106	16	enable	enable	VERB
cana-2588	106	17	even	even	ADV
cana-2588	106	18	farmers	farmer	NOUN
cana-2588	106	19	with	with	ADP
cana-2588	106	20	the	the	DET
cana-2588	106	21	lowest	low	ADJ
cana-2588	106	22	resources	resource	NOUN
cana-2588	106	23	to	to	PART
cana-2588	106	24	increase	increase	VERB
cana-2588	106	25	agricultural	agricultural	ADJ
cana-2588	106	26	yields	yield	NOUN
cana-2588	106	27	and	and	CCONJ
cana-2588	106	28	soil	soil	NOUN
cana-2588	106	29	health	health	NOUN
cana-2588	106	30	.	.	PUNCT
cana-2588	107	1	[	[	X
cana-2588	107	2	8	8	NUM
cana-2588	107	3	]	]	X
cana-2588	107	4	patel	patel	PROPN
cana-2588	107	5	et	et	PROPN
cana-2588	107	6	al	al	PROPN
cana-2588	107	7	.	.	PROPN
cana-2588	108	1	(	(	PUNCT
cana-2588	108	2	2024	2024	NUM
cana-2588	108	3	)	)	PUNCT
cana-2588	108	4	a	a	DET
cana-2588	108	5	cloud	cloud	NOUN
cana-2588	108	6	-	-	PUNCT
cana-2588	108	7	based	base	VERB
cana-2588	108	8	decision	decision	NOUN
cana-2588	108	9	support	support	NOUN
cana-2588	108	10	system	system	NOUN
cana-2588	108	11	that	that	PRON
cana-2588	108	12	uses	use	VERB
cana-2588	108	13	internet	internet	NOUN
cana-2588	108	14	of	of	ADP
cana-2588	108	15	things	thing	NOUN
cana-2588	108	16	data	datum	NOUN
cana-2588	108	17	to	to	PART
cana-2588	108	18	increase	increase	VERB
cana-2588	108	19	precision	precision	NOUN
cana-2588	108	20	agriculture	agriculture	NOUN
cana-2588	108	21	's	's	PART
cana-2588	108	22	sustainability	sustainability	NOUN
cana-2588	108	23	is	be	AUX
cana-2588	108	24	presented	present	VERB
cana-2588	108	25	by	by	ADP
cana-2588	108	26	patel	patel	PROPN
cana-2588	108	27	et	et	PROPN
cana-2588	108	28	al	al	PROPN
cana-2588	108	29	.	.	PUNCT
cana-2588	109	1	the	the	DET
cana-2588	109	2	system	system	NOUN
cana-2588	109	3	generates	generate	VERB
cana-2588	109	4	recommendations	recommendation	NOUN
cana-2588	109	5	for	for	ADP
cana-2588	109	6	crop	crop	NOUN
cana-2588	109	7	selection	selection	NOUN
cana-2588	109	8	and	and	CCONJ
cana-2588	109	9	fertilisation	fertilisation	NOUN
cana-2588	109	10	strategies	strategy	NOUN
cana-2588	109	11	by	by	ADP
cana-2588	109	12	analysing	analyse	VERB
cana-2588	109	13	the	the	DET
cana-2588	109	14	real	real	ADJ
cana-2588	109	15	-	-	PUNCT
cana-2588	109	16	time	time	NOUN
cana-2588	109	17	soil	soil	NOUN
cana-2588	109	18	nutrient	nutrient	NOUN
cana-2588	109	19	levels	level	NOUN
cana-2588	109	20	using	use	VERB
cana-2588	109	21	machine	machine	NOUN
cana-2588	109	22	learning	learning	NOUN
cana-2588	109	23	models	model	NOUN
cana-2588	109	24	.	.	PUNCT
cana-2588	110	1	the	the	DET
cana-2588	110	2	study	study	NOUN
cana-2588	110	3	highlights	highlight	NOUN
cana-2588	110	4	that	that	SCONJ
cana-2588	110	5	by	by	ADP
cana-2588	110	6	reducing	reduce	VERB
cana-2588	110	7	excessive	excessive	ADJ
cana-2588	110	8	fertiliser	fertiliser	NOUN
cana-2588	110	9	consumption	consumption	NOUN
cana-2588	110	10	,	,	PUNCT
cana-2588	110	11	iot	iot	VERB
cana-2588	110	12	-	-	PUNCT
cana-2588	110	13	enabled	enable	VERB
cana-2588	110	14	systems	system	NOUN
cana-2588	110	15	can	can	AUX
cana-2588	110	16	lessen	lessen	VERB
cana-2588	110	17	their	their	PRON
cana-2588	110	18	influence	influence	NOUN
cana-2588	110	19	on	on	ADP
cana-2588	110	20	the	the	DET
cana-2588	110	21	environment	environment	NOUN
cana-2588	110	22	.	.	PUNCT
cana-2588	111	1	the	the	DET
cana-2588	111	2	technology	technology	NOUN
cana-2588	111	3	helps	help	VERB
cana-2588	111	4	farmers	farmer	NOUN
cana-2588	111	5	make	make	VERB
cana-2588	111	6	informed	informed	ADJ
cana-2588	111	7	decisions	decision	NOUN
cana-2588	111	8	that	that	PRON
cana-2588	111	9	improve	improve	VERB
cana-2588	111	10	crop	crop	NOUN
cana-2588	111	11	output	output	NOUN
cana-2588	111	12	and	and	CCONJ
cana-2588	111	13	resource	resource	NOUN
cana-2588	111	14	efficiency	efficiency	NOUN
cana-2588	111	15	by	by	ADP
cana-2588	111	16	offering	offer	VERB
cana-2588	111	17	data	data	NOUN
cana-2588	111	18	-	-	PUNCT
cana-2588	111	19	driven	drive	VERB
cana-2588	111	20	insights	insight	NOUN
cana-2588	111	21	into	into	ADP
cana-2588	111	22	soil	soil	NOUN
cana-2588	111	23	health	health	NOUN
cana-2588	111	24	.	.	PUNCT
cana-2588	112	1	[	[	X
cana-2588	112	2	9	9	NUM
cana-2588	112	3	]	]	PUNCT
cana-2588	112	4	chowdhury	chowdhury	PROPN
cana-2588	112	5	et	et	PROPN
cana-2588	112	6	al	al	PROPN
cana-2588	112	7	.	.	PROPN
cana-2588	113	1	(	(	PUNCT
cana-2588	113	2	2024	2024	NUM
cana-2588	113	3	)	)	PUNCT
cana-2588	113	4	an	an	DET
cana-2588	113	5	iot	iot	NOUN
cana-2588	113	6	-	-	PUNCT
cana-2588	113	7	based	base	VERB
cana-2588	113	8	predictive	predictive	ADJ
cana-2588	113	9	model	model	NOUN
cana-2588	113	10	for	for	ADP
cana-2588	113	11	soil	soil	NOUN
cana-2588	113	12	nutrient	nutrient	NOUN
cana-2588	113	13	analysis	analysis	NOUN
cana-2588	113	14	is	be	AUX
cana-2588	113	15	put	put	VERB
cana-2588	113	16	out	out	ADP
cana-2588	113	17	by	by	ADP
cana-2588	113	18	chowdhury	chowdhury	PROPN
cana-2588	113	19	et	et	PROPN
cana-2588	113	20	al	al	PROPN
cana-2588	113	21	.	.	PUNCT
cana-2588	114	1	in	in	ADP
cana-2588	114	2	order	order	NOUN
cana-2588	114	3	to	to	PART
cana-2588	114	4	suggest	suggest	VERB
cana-2588	114	5	appropriate	appropriate	ADJ
cana-2588	114	6	crops	crop	NOUN
cana-2588	114	7	,	,	PUNCT
cana-2588	114	8	the	the	DET
cana-2588	114	9	model	model	NOUN
cana-2588	114	10	uses	use	VERB
cana-2588	114	11	neural	neural	ADJ
cana-2588	114	12	networks	network	NOUN
cana-2588	114	13	to	to	PART
cana-2588	114	14	interpret	interpret	VERB
cana-2588	114	15	real	real	ADJ
cana-2588	114	16	-	-	PUNCT
cana-2588	114	17	time	time	NOUN
cana-2588	114	18	data	datum	NOUN
cana-2588	114	19	from	from	ADP
cana-2588	114	20	iot	iot	ADJ
cana-2588	114	21	sensors	sensor	NOUN
cana-2588	114	22	,	,	PUNCT
cana-2588	114	23	such	such	ADJ
cana-2588	114	24	as	as	ADP
cana-2588	114	25	ph	ph	ADJ
cana-2588	114	26	,	,	PUNCT
cana-2588	114	27	moisture	moisture	NOUN
cana-2588	114	28	,	,	PUNCT
cana-2588	114	29	and	and	CCONJ
cana-2588	114	30	nutrient	nutrient	ADJ
cana-2588	114	31	content	content	NOUN
cana-2588	114	32	.	.	PUNCT
cana-2588	115	1	by	by	ADP
cana-2588	115	2	maximising	maximise	VERB
cana-2588	115	3	resource	resource	NOUN
cana-2588	115	4	utilisation	utilisation	NOUN
cana-2588	115	5	and	and	CCONJ
cana-2588	115	6	minimising	minimise	VERB
cana-2588	115	7	reliance	reliance	NOUN
cana-2588	115	8	on	on	ADP
cana-2588	115	9	conventional	conventional	ADJ
cana-2588	115	10	agricultural	agricultural	ADJ
cana-2588	115	11	techniques	technique	NOUN
cana-2588	115	12	,	,	PUNCT
cana-2588	115	13	the	the	DET
cana-2588	115	14	system	system	NOUN
cana-2588	115	15	is	be	AUX
cana-2588	115	16	intended	intend	VERB
cana-2588	115	17	to	to	PART
cana-2588	115	18	promote	promote	VERB
cana-2588	115	19	sustainable	sustainable	ADJ
cana-2588	115	20	farming	farming	NOUN
cana-2588	115	21	practices	practice	NOUN
cana-2588	115	22	.	.	PUNCT
cana-2588	116	1	the	the	DET
cana-2588	116	2	study	study	NOUN
cana-2588	116	3	demonstrates	demonstrate	VERB
cana-2588	116	4	how	how	SCONJ
cana-2588	116	5	crop	crop	NOUN
cana-2588	116	6	selection	selection	NOUN
cana-2588	116	7	precision	precision	NOUN
cana-2588	116	8	may	may	AUX
cana-2588	116	9	be	be	AUX
cana-2588	116	10	increased	increase	VERB
cana-2588	116	11	by	by	ADP
cana-2588	116	12	combining	combine	VERB
cana-2588	116	13	iot	iot	NOUN
cana-2588	116	14	and	and	CCONJ
cana-2588	116	15	machine	machine	NOUN
cana-2588	116	16	learning	learning	NOUN
cana-2588	116	17	,	,	PUNCT
cana-2588	116	18	which	which	PRON
cana-2588	116	19	would	would	AUX
cana-2588	116	20	ultimately	ultimately	ADV
cana-2588	116	21	improve	improve	VERB
cana-2588	116	22	crop	crop	NOUN
cana-2588	116	23	output	output	NOUN
cana-2588	116	24	and	and	CCONJ
cana-2588	116	25	environmental	environmental	ADJ
cana-2588	116	26	results	result	NOUN
cana-2588	116	27	.	.	PUNCT
cana-2588	117	1	[	[	X
cana-2588	117	2	10	10	NUM
cana-2588	117	3	]	]	X
cana-2588	117	4	li	li	PROPN
cana-2588	117	5	et	et	PROPN
cana-2588	117	6	al	al	PROPN
cana-2588	117	7	.	.	PROPN
cana-2588	118	1	(	(	PUNCT
cana-2588	118	2	2023	2023	NUM
cana-2588	118	3	)	)	PUNCT
cana-2588	118	4	li	li	PROPN
cana-2588	118	5	et	et	PROPN
cana-2588	118	6	al	al	PROPN
cana-2588	118	7	.	.	PROPN
cana-2588	118	8	investigate	investigate	VERB
cana-2588	118	9	the	the	DET
cana-2588	118	10	use	use	NOUN
cana-2588	118	11	of	of	ADP
cana-2588	118	12	spectroscopic	spectroscopic	ADJ
cana-2588	118	13	sensors	sensor	NOUN
cana-2588	118	14	enabled	enable	VERB
cana-2588	118	15	by	by	ADP
cana-2588	118	16	the	the	DET
cana-2588	118	17	internet	internet	NOUN
cana-2588	118	18	of	of	ADP
cana-2588	118	19	things	thing	NOUN
cana-2588	118	20	for	for	ADP
cana-2588	118	21	real	real	ADJ
cana-2588	118	22	-	-	PUNCT
cana-2588	118	23	time	time	NOUN
cana-2588	118	24	soil	soil	NOUN
cana-2588	118	25	nutrient	nutrient	NOUN
cana-2588	118	26	detection	detection	NOUN
cana-2588	118	27	.	.	PUNCT
cana-2588	119	1	the	the	DET
cana-2588	119	2	sensors	sensor	NOUN
cana-2588	119	3	provide	provide	VERB
cana-2588	119	4	recommendations	recommendation	NOUN
cana-2588	119	5	for	for	ADP
cana-2588	119	6	suitable	suitable	ADJ
cana-2588	119	7	crop	crop	NOUN
cana-2588	119	8	selection	selection	NOUN
cana-2588	119	9	and	and	CCONJ
cana-2588	119	10	fertilisation	fertilisation	NOUN
cana-2588	119	11	techniques	technique	NOUN
cana-2588	119	12	by	by	ADP
cana-2588	119	13	analysing	analyse	VERB
cana-2588	119	14	soil	soil	NOUN
cana-2588	119	15	spectral	spectral	ADJ
cana-2588	119	16	data	datum	NOUN
cana-2588	119	17	to	to	PART
cana-2588	119	18	detect	detect	VERB
cana-2588	119	19	nutrient	nutrient	NOUN
cana-2588	119	20	deficits	deficit	NOUN
cana-2588	119	21	.	.	PUNCT
cana-2588	120	1	according	accord	VERB
cana-2588	120	2	to	to	ADP
cana-2588	120	3	the	the	DET
cana-2588	120	4	study	study	NOUN
cana-2588	120	5	,	,	PUNCT
cana-2588	120	6	iot	iot	VERB
cana-2588	120	7	-	-	PUNCT
cana-2588	120	8	enabled	enable	VERB
cana-2588	120	9	sensors	sensor	NOUN
cana-2588	120	10	offer	offer	VERB
cana-2588	120	11	faster	fast	ADJ
cana-2588	120	12	,	,	PUNCT
cana-2588	120	13	more	more	ADV
cana-2588	120	14	precise	precise	ADJ
cana-2588	120	15	data	datum	NOUN
cana-2588	120	16	than	than	ADP
cana-2588	120	17	conventional	conventional	ADJ
cana-2588	120	18	soil	soil	NOUN
cana-2588	120	19	testing	testing	NOUN
cana-2588	120	20	techniques	technique	NOUN
cana-2588	120	21	,	,	PUNCT
cana-2588	120	22	which	which	PRON
cana-2588	120	23	can	can	AUX
cana-2588	120	24	result	result	VERB
cana-2588	120	25	in	in	ADP
cana-2588	120	26	more	more	ADV
cana-2588	120	27	productive	productive	ADJ
cana-2588	120	28	and	and	CCONJ
cana-2588	120	29	ecologically	ecologically	ADV
cana-2588	120	30	friendly	friendly	ADJ
cana-2588	120	31	farming	farming	NOUN
cana-2588	120	32	methods	method	NOUN
cana-2588	120	33	.	.	PUNCT
cana-2588	121	1	the	the	DET
cana-2588	121	2	technology	technology	NOUN
cana-2588	121	3	enhances	enhance	VERB
cana-2588	121	4	soil	soil	NOUN
cana-2588	121	5	health	health	NOUN
cana-2588	121	6	and	and	CCONJ
cana-2588	121	7	minimises	minimise	NOUN
cana-2588	121	8	fertiliser	fertiliser	NOUN
cana-2588	121	9	waste	waste	NOUN
cana-2588	121	10	by	by	ADP
cana-2588	121	11	optimising	optimise	VERB
cana-2588	121	12	nutrient	nutrient	ADJ
cana-2588	121	13	application	application	NOUN
cana-2588	121	14	.	.	PUNCT
cana-2588	122	1	[	[	X
cana-2588	122	2	11	11	NUM
cana-2588	122	3	]	]	X
cana-2588	122	4	fernandez	fernandez	PROPN
cana-2588	122	5	et	et	PROPN
cana-2588	122	6	al	al	PROPN
cana-2588	122	7	.	.	PROPN
cana-2588	123	1	(	(	PUNCT
cana-2588	123	2	2023	2023	NUM
cana-2588	123	3	)	)	PUNCT
cana-2588	123	4	in	in	ADP
cana-2588	123	5	an	an	DET
cana-2588	123	6	effort	effort	NOUN
cana-2588	123	7	to	to	PART
cana-2588	123	8	maximise	maximise	VERB
cana-2588	123	9	crop	crop	NOUN
cana-2588	123	10	yields	yield	NOUN
cana-2588	123	11	,	,	PUNCT
cana-2588	123	12	fernandez	fernandez	PROPN
cana-2588	123	13	et	et	PROPN
cana-2588	123	14	al	al	PROPN
cana-2588	123	15	.	.	PROPN
cana-2588	123	16	create	create	VERB
cana-2588	123	17	an	an	DET
cana-2588	123	18	internet	internet	NOUN
cana-2588	123	19	of	of	ADP
cana-2588	123	20	things	thing	NOUN
cana-2588	123	21	-	-	PUNCT
cana-2588	123	22	based	base	VERB
cana-2588	123	23	soil	soil	NOUN
cana-2588	123	24	monitoring	monitoring	NOUN
cana-2588	123	25	system	system	NOUN
cana-2588	123	26	that	that	PRON
cana-2588	123	27	offers	offer	VERB
cana-2588	123	28	real	real	ADJ
cana-2588	123	29	-	-	PUNCT
cana-2588	123	30	time	time	NOUN
cana-2588	123	31	data	datum	NOUN
cana-2588	123	32	on	on	ADP
cana-2588	123	33	soil	soil	NOUN
cana-2588	123	34	moisture	moisture	NOUN
cana-2588	123	35	and	and	CCONJ
cana-2588	123	36	nutrient	nutrient	NOUN
cana-2588	123	37	levels	level	NOUN
cana-2588	123	38	.	.	PUNCT
cana-2588	124	1	the	the	DET
cana-2588	124	2	study	study	NOUN
cana-2588	124	3	emphasises	emphasise	VERB
cana-2588	124	4	how	how	SCONJ
cana-2588	124	5	soil	soil	NOUN
cana-2588	124	6	health	health	NOUN
cana-2588	124	7	data	datum	NOUN
cana-2588	124	8	may	may	AUX
cana-2588	124	9	be	be	AUX
cana-2588	124	10	used	use	VERB
cana-2588	124	11	to	to	PART
cana-2588	124	12	anticipate	anticipate	VERB
cana-2588	124	13	the	the	DET
cana-2588	124	14	best	good	ADJ
cana-2588	124	15	crop	crop	NOUN
cana-2588	124	16	rotation	rotation	NOUN
cana-2588	124	17	schedules	schedule	NOUN
cana-2588	124	18	using	use	VERB
cana-2588	124	19	iot	iot	ADJ
cana-2588	124	20	sensors	sensor	NOUN
cana-2588	124	21	and	and	CCONJ
cana-2588	124	22	machine	machine	NOUN
cana-2588	124	23	learning	learning	NOUN
cana-2588	124	24	models	model	NOUN
cana-2588	124	25	.	.	PUNCT
cana-2588	125	1	this	this	DET
cana-2588	125	2	method	method	NOUN
cana-2588	125	3	improves	improve	VERB
cana-2588	125	4	sustainable	sustainable	ADJ
cana-2588	125	5	farming	farming	NOUN
cana-2588	125	6	techniques	technique	NOUN
cana-2588	125	7	while	while	SCONJ
cana-2588	125	8	lowering	lower	VERB
cana-2588	125	9	the	the	DET
cana-2588	125	10	danger	danger	NOUN
cana-2588	125	11	of	of	ADP
cana-2588	125	12	soil	soil	NOUN
cana-2588	125	13	nutrient	nutrient	NOUN
cana-2588	125	14	depletion	depletion	NOUN
cana-2588	125	15	.	.	PUNCT
cana-2588	126	1	according	accord	VERB
cana-2588	126	2	to	to	ADP
cana-2588	126	3	the	the	DET
cana-2588	126	4	research	research	NOUN
cana-2588	126	5	,	,	PUNCT
cana-2588	126	6	by	by	ADP
cana-2588	126	7	giving	give	VERB
cana-2588	126	8	farmers	farmer	NOUN
cana-2588	126	9	real	real	ADJ
cana-2588	126	10	-	-	PUNCT
cana-2588	126	11	time	time	NOUN
cana-2588	126	12	insights	insight	NOUN
cana-2588	126	13	into	into	ADP
cana-2588	126	14	soil	soil	NOUN
cana-2588	126	15	communications	communication	NOUN
cana-2588	126	16	on	on	ADP
cana-2588	126	17	applied	apply	VERB
cana-2588	126	18	nonlinear	nonlinear	ADJ
cana-2588	126	19	analysis	analysis	NOUN
cana-2588	126	20	issn	issn	NOUN
cana-2588	126	21	:	:	PUNCT
cana-2588	126	22	1074	1074	NUM
cana-2588	126	23	-	-	PUNCT
cana-2588	126	24	133x	133x	NUM
cana-2588	126	25	vol	vol	NOUN
cana-2588	126	26	32	32	NUM
cana-2588	126	27	no	no	NOUN
cana-2588	126	28	.	.	PUNCT
cana-2588	127	1	3s	3s	NUM
cana-2588	127	2	(	(	PUNCT
cana-2588	127	3	2025	2025	NUM
cana-2588	127	4	)	)	PUNCT
cana-2588	127	5	182	182	NUM
cana-2588	127	6	https://internationalpubls.com	https://internationalpubls.com	NOUN
cana-2588	127	7	conditions	condition	NOUN
cana-2588	127	8	,	,	PUNCT
cana-2588	127	9	iot	iot	NOUN
cana-2588	127	10	-	-	PUNCT
cana-2588	127	11	based	base	VERB
cana-2588	127	12	soil	soil	NOUN
cana-2588	127	13	monitoring	monitoring	NOUN
cana-2588	127	14	systems	system	NOUN
cana-2588	127	15	can	can	AUX
cana-2588	127	16	greatly	greatly	ADV
cana-2588	127	17	increase	increase	VERB
cana-2588	127	18	long	long	ADJ
cana-2588	127	19	-	-	PUNCT
cana-2588	127	20	term	term	NOUN
cana-2588	127	21	agricultural	agricultural	ADJ
cana-2588	127	22	output	output	NOUN
cana-2588	127	23	and	and	CCONJ
cana-2588	127	24	sustainability	sustainability	NOUN
cana-2588	127	25	.	.	PUNCT
cana-2588	128	1	[	[	X
cana-2588	128	2	12	12	NUM
cana-2588	128	3	]	]	X
cana-2588	128	4	natarajan	natarajan	PROPN
cana-2588	128	5	et	et	PROPN
cana-2588	128	6	al	al	PROPN
cana-2588	128	7	.	.	PROPN
cana-2588	129	1	(	(	PUNCT
cana-2588	129	2	2023	2023	NUM
cana-2588	129	3	)	)	PUNCT
cana-2588	129	4	an	an	DET
cana-2588	129	5	iot	iot	NOUN
cana-2588	129	6	-	-	PUNCT
cana-2588	129	7	powered	power	VERB
cana-2588	129	8	soil	soil	NOUN
cana-2588	129	9	fertility	fertility	NOUN
cana-2588	129	10	monitoring	monitoring	NOUN
cana-2588	129	11	system	system	NOUN
cana-2588	129	12	that	that	PRON
cana-2588	129	13	use	use	VERB
cana-2588	129	14	nanosensors	nanosensor	NOUN
cana-2588	129	15	to	to	PART
cana-2588	129	16	instantly	instantly	ADV
cana-2588	129	17	determine	determine	VERB
cana-2588	129	18	the	the	DET
cana-2588	129	19	levels	level	NOUN
cana-2588	129	20	of	of	ADP
cana-2588	129	21	micronutrients	micronutrient	NOUN
cana-2588	129	22	is	be	AUX
cana-2588	129	23	proposed	propose	VERB
cana-2588	129	24	by	by	ADP
cana-2588	129	25	natarajan	natarajan	PROPN
cana-2588	129	26	et	et	PROPN
cana-2588	129	27	al	al	PROPN
cana-2588	129	28	.	.	PUNCT
cana-2588	130	1	the	the	DET
cana-2588	130	2	study	study	NOUN
cana-2588	130	3	shows	show	VERB
cana-2588	130	4	how	how	SCONJ
cana-2588	130	5	farmers	farmer	NOUN
cana-2588	130	6	may	may	AUX
cana-2588	130	7	make	make	VERB
cana-2588	130	8	knowledgeable	knowledgeable	ADJ
cana-2588	130	9	fertilisation	fertilisation	NOUN
cana-2588	130	10	decisions	decision	NOUN
cana-2588	130	11	that	that	PRON
cana-2588	130	12	enhance	enhance	VERB
cana-2588	130	13	soil	soil	NOUN
cana-2588	130	14	health	health	NOUN
cana-2588	130	15	and	and	CCONJ
cana-2588	130	16	crop	crop	NOUN
cana-2588	130	17	output	output	NOUN
cana-2588	130	18	by	by	ADP
cana-2588	130	19	using	use	VERB
cana-2588	130	20	nanosensors	nanosensor	NOUN
cana-2588	130	21	to	to	PART
cana-2588	130	22	offer	offer	VERB
cana-2588	130	23	very	very	ADV
cana-2588	130	24	accurate	accurate	ADJ
cana-2588	130	25	data	datum	NOUN
cana-2588	130	26	on	on	ADP
cana-2588	130	27	soil	soil	NOUN
cana-2588	130	28	nutrient	nutrient	NOUN
cana-2588	130	29	concentration	concentration	NOUN
cana-2588	130	30	.	.	PUNCT
cana-2588	131	1	the	the	DET
cana-2588	131	2	study	study	NOUN
cana-2588	131	3	also	also	ADV
cana-2588	131	4	highlights	highlight	VERB
cana-2588	131	5	how	how	SCONJ
cana-2588	131	6	scalable	scalable	ADJ
cana-2588	131	7	nano	nano	NOUN
cana-2588	131	8	sensor	sensor	NOUN
cana-2588	131	9	technology	technology	NOUN
cana-2588	131	10	is	be	AUX
cana-2588	131	11	for	for	ADP
cana-2588	131	12	extensive	extensive	ADJ
cana-2588	131	13	agricultural	agricultural	ADJ
cana-2588	131	14	uses	use	NOUN
cana-2588	131	15	.	.	PUNCT
cana-2588	132	1	the	the	DET
cana-2588	132	2	technology	technology	NOUN
cana-2588	132	3	lessens	lessen	VERB
cana-2588	132	4	the	the	DET
cana-2588	132	5	environmental	environmental	ADJ
cana-2588	132	6	effect	effect	NOUN
cana-2588	132	7	of	of	ADP
cana-2588	132	8	farming	farming	NOUN
cana-2588	132	9	and	and	CCONJ
cana-2588	132	10	reduces	reduce	VERB
cana-2588	132	11	fertiliser	fertiliser	NOUN
cana-2588	132	12	usage	usage	NOUN
cana-2588	132	13	by	by	ADP
cana-2588	132	14	improving	improve	VERB
cana-2588	132	15	soil	soil	NOUN
cana-2588	132	16	nutrient	nutrient	NOUN
cana-2588	132	17	management	management	NOUN
cana-2588	132	18	precision	precision	NOUN
cana-2588	132	19	.	.	PUNCT
cana-2588	133	1	[	[	X
cana-2588	133	2	13	13	NUM
cana-2588	133	3	]	]	X
cana-2588	133	4	kumar	kumar	PROPN
cana-2588	133	5	et	et	PROPN
cana-2588	133	6	al	al	PROPN
cana-2588	133	7	.	.	PROPN
cana-2588	134	1	(	(	PUNCT
cana-2588	134	2	2023	2023	NUM
cana-2588	134	3	)	)	PUNCT
cana-2588	134	4	the	the	DET
cana-2588	134	5	use	use	NOUN
cana-2588	134	6	of	of	ADP
cana-2588	134	7	blockchain	blockchain	PROPN
cana-2588	134	8	technology	technology	PROPN
cana-2588	134	9	in	in	ADP
cana-2588	134	10	conjunction	conjunction	NOUN
cana-2588	134	11	with	with	ADP
cana-2588	134	12	iot	iot	NOUN
cana-2588	134	13	to	to	PART
cana-2588	134	14	manage	manage	VERB
cana-2588	134	15	soil	soil	NOUN
cana-2588	134	16	nutrients	nutrient	NOUN
cana-2588	134	17	is	be	AUX
cana-2588	134	18	investigated	investigate	VERB
cana-2588	134	19	by	by	ADP
cana-2588	134	20	kumar	kumar	PROPN
cana-2588	134	21	et	et	PROPN
cana-2588	134	22	al	al	PROPN
cana-2588	134	23	.	.	PUNCT
cana-2588	135	1	the	the	DET
cana-2588	135	2	study	study	NOUN
cana-2588	135	3	suggests	suggest	VERB
cana-2588	135	4	a	a	DET
cana-2588	135	5	safe	safe	ADJ
cana-2588	135	6	and	and	CCONJ
cana-2588	135	7	open	open	ADJ
cana-2588	135	8	method	method	NOUN
cana-2588	135	9	for	for	ADP
cana-2588	135	10	farmers	farmer	NOUN
cana-2588	135	11	,	,	PUNCT
cana-2588	135	12	agronomists	agronomist	NOUN
cana-2588	135	13	,	,	PUNCT
cana-2588	135	14	and	and	CCONJ
cana-2588	135	15	legislators	legislator	NOUN
cana-2588	135	16	to	to	PART
cana-2588	135	17	share	share	VERB
cana-2588	135	18	information	information	NOUN
cana-2588	135	19	about	about	ADP
cana-2588	135	20	soil	soil	NOUN
cana-2588	135	21	nutrients	nutrient	NOUN
cana-2588	135	22	.	.	PUNCT
cana-2588	136	1	the	the	DET
cana-2588	136	2	method	method	NOUN
cana-2588	136	3	makes	make	VERB
cana-2588	136	4	sure	sure	ADJ
cana-2588	136	5	that	that	SCONJ
cana-2588	136	6	crop	crop	NOUN
cana-2588	136	7	suggestions	suggestion	NOUN
cana-2588	136	8	are	be	AUX
cana-2588	136	9	founded	found	VERB
cana-2588	136	10	on	on	ADP
cana-2588	136	11	precise	precise	ADJ
cana-2588	136	12	and	and	CCONJ
cana-2588	136	13	current	current	ADJ
cana-2588	136	14	information	information	NOUN
cana-2588	136	15	by	by	ADP
cana-2588	136	16	employing	employ	VERB
cana-2588	136	17	internet	internet	NOUN
cana-2588	136	18	of	of	ADP
cana-2588	136	19	things	thing	NOUN
cana-2588	136	20	(	(	PUNCT
cana-2588	136	21	iot	iot	NOUN
cana-2588	136	22	)	)	PUNCT
cana-2588	136	23	sensors	sensor	NOUN
cana-2588	136	24	to	to	PART
cana-2588	136	25	gather	gather	VERB
cana-2588	136	26	real	real	ADJ
cana-2588	136	27	-	-	PUNCT
cana-2588	136	28	time	time	NOUN
cana-2588	136	29	soil	soil	NOUN
cana-2588	136	30	data	datum	NOUN
cana-2588	136	31	.	.	PUNCT
cana-2588	137	1	because	because	SCONJ
cana-2588	137	2	the	the	DET
cana-2588	137	3	blockchain	blockchain	PROPN
cana-2588	137	4	ensures	ensure	VERB
cana-2588	137	5	that	that	SCONJ
cana-2588	137	6	crop	crop	NOUN
cana-2588	137	7	management	management	NOUN
cana-2588	137	8	techniques	technique	NOUN
cana-2588	137	9	and	and	CCONJ
cana-2588	137	10	soil	soil	NOUN
cana-2588	137	11	data	datum	NOUN
cana-2588	137	12	are	be	AUX
cana-2588	137	13	recorded	record	VERB
cana-2588	137	14	in	in	ADP
cana-2588	137	15	an	an	DET
cana-2588	137	16	unchangeable	unchangeable	ADJ
cana-2588	137	17	manner	manner	NOUN
cana-2588	137	18	,	,	PUNCT
cana-2588	137	19	it	it	PRON
cana-2588	137	20	builds	build	VERB
cana-2588	137	21	stakeholder	stakeholder	PROPN
cana-2588	137	22	trust	trust	PROPN
cana-2588	137	23	.	.	PUNCT
cana-2588	138	1	precision	precision	NOUN
cana-2588	138	2	agriculture	agriculture	NOUN
cana-2588	138	3	is	be	AUX
cana-2588	138	4	intended	intend	VERB
cana-2588	138	5	to	to	PART
cana-2588	138	6	become	become	VERB
cana-2588	138	7	more	more	ADV
cana-2588	138	8	transparent	transparent	ADJ
cana-2588	138	9	and	and	CCONJ
cana-2588	138	10	efficient	efficient	ADJ
cana-2588	138	11	as	as	ADP
cana-2588	138	12	a	a	DET
cana-2588	138	13	result	result	NOUN
cana-2588	138	14	of	of	ADP
cana-2588	138	15	this	this	DET
cana-2588	138	16	integration	integration	NOUN
cana-2588	138	17	.	.	PUNCT
cana-2588	139	1	[	[	X
cana-2588	139	2	14	14	NUM
cana-2588	139	3	]	]	X
cana-2588	139	4	singh	singh	PROPN
cana-2588	139	5	et	et	PROPN
cana-2588	139	6	al	al	PROPN
cana-2588	139	7	.	.	PROPN
cana-2588	140	1	(	(	PUNCT
cana-2588	140	2	2023	2023	NUM
cana-2588	140	3	)	)	PUNCT
cana-2588	140	4	singh	singh	PROPN
cana-2588	140	5	et	et	PROPN
cana-2588	140	6	al	al	PROPN
cana-2588	140	7	.	.	PROPN
cana-2588	140	8	enhance	enhance	VERB
cana-2588	140	9	crop	crop	NOUN
cana-2588	140	10	recommendation	recommendation	NOUN
cana-2588	140	11	systems	system	NOUN
cana-2588	140	12	by	by	ADP
cana-2588	140	13	utilising	utilise	VERB
cana-2588	140	14	deep	deep	ADJ
cana-2588	140	15	learning	learning	NOUN
cana-2588	140	16	algorithms	algorithm	NOUN
cana-2588	140	17	on	on	ADP
cana-2588	140	18	iotcollected	iotcollecte	VERB
cana-2588	140	19	soil	soil	NOUN
cana-2588	140	20	data	datum	NOUN
cana-2588	140	21	.	.	PUNCT
cana-2588	141	1	the	the	DET
cana-2588	141	2	project	project	NOUN
cana-2588	141	3	collects	collect	VERB
cana-2588	141	4	data	datum	NOUN
cana-2588	141	5	on	on	ADP
cana-2588	141	6	soil	soil	NOUN
cana-2588	141	7	moisture	moisture	NOUN
cana-2588	141	8	,	,	PUNCT
cana-2588	141	9	ph	ph	ADJ
cana-2588	141	10	,	,	PUNCT
cana-2588	141	11	and	and	CCONJ
cana-2588	141	12	nutrient	nutrient	NOUN
cana-2588	141	13	levels	level	NOUN
cana-2588	141	14	using	use	VERB
cana-2588	141	15	internet	internet	NOUN
cana-2588	141	16	of	of	ADP
cana-2588	141	17	things	thing	NOUN
cana-2588	141	18	sensors	sensor	NOUN
cana-2588	141	19	.	.	PUNCT
cana-2588	142	1	deep	deep	ADJ
cana-2588	142	2	learning	learning	NOUN
cana-2588	142	3	models	model	NOUN
cana-2588	142	4	interpret	interpret	VERB
cana-2588	142	5	the	the	DET
cana-2588	142	6	data	datum	NOUN
cana-2588	142	7	and	and	CCONJ
cana-2588	142	8	provide	provide	VERB
cana-2588	142	9	crop	crop	NOUN
cana-2588	142	10	suggestions	suggestion	NOUN
cana-2588	142	11	.	.	PUNCT
cana-2588	143	1	the	the	DET
cana-2588	143	2	technology	technology	NOUN
cana-2588	143	3	is	be	AUX
cana-2588	143	4	able	able	ADJ
cana-2588	143	5	to	to	PART
cana-2588	143	6	determine	determine	VERB
cana-2588	143	7	which	which	PRON
cana-2588	143	8	crops	crop	NOUN
cana-2588	143	9	are	be	AUX
cana-2588	143	10	most	most	ADV
cana-2588	143	11	appropriate	appropriate	ADJ
cana-2588	143	12	for	for	ADP
cana-2588	143	13	the	the	DET
cana-2588	143	14	current	current	ADJ
cana-2588	143	15	soil	soil	NOUN
cana-2588	143	16	conditions	condition	NOUN
cana-2588	143	17	by	by	ADP
cana-2588	143	18	examining	examine	VERB
cana-2588	143	19	both	both	DET
cana-2588	143	20	historical	historical	ADJ
cana-2588	143	21	data	datum	NOUN
cana-2588	143	22	and	and	CCONJ
cana-2588	143	23	inputs	input	NOUN
cana-2588	143	24	in	in	ADP
cana-2588	143	25	real	real	ADJ
cana-2588	143	26	time	time	NOUN
cana-2588	143	27	.	.	PUNCT
cana-2588	144	1	according	accord	VERB
cana-2588	144	2	to	to	ADP
cana-2588	144	3	the	the	DET
cana-2588	144	4	research	research	NOUN
cana-2588	144	5	,	,	PUNCT
cana-2588	144	6	deep	deep	ADJ
cana-2588	144	7	learning	learning	NOUN
cana-2588	144	8	in	in	ADP
cana-2588	144	9	conjunction	conjunction	NOUN
cana-2588	144	10	with	with	ADP
cana-2588	144	11	iot	iot	PROPN
cana-2588	144	12	can	can	AUX
cana-2588	144	13	improve	improve	VERB
cana-2588	144	14	crop	crop	NOUN
cana-2588	144	15	selection	selection	NOUN
cana-2588	144	16	precision	precision	NOUN
cana-2588	144	17	,	,	PUNCT
cana-2588	144	18	resulting	result	VERB
cana-2588	144	19	in	in	ADP
cana-2588	144	20	increased	increase	VERB
cana-2588	144	21	yields	yield	NOUN
cana-2588	144	22	and	and	CCONJ
cana-2588	144	23	more	more	ADV
cana-2588	144	24	effective	effective	ADJ
cana-2588	144	25	use	use	NOUN
cana-2588	144	26	of	of	ADP
cana-2588	144	27	resources	resource	NOUN
cana-2588	144	28	.	.	PUNCT
cana-2588	145	1	[	[	X
cana-2588	145	2	15	15	NUM
cana-2588	145	3	]	]	X
cana-2588	145	4	jones	jones	PROPN
cana-2588	145	5	et	et	PROPN
cana-2588	145	6	al	al	PROPN
cana-2588	145	7	.	.	PROPN
cana-2588	146	1	(	(	PUNCT
cana-2588	146	2	2023	2023	NUM
cana-2588	146	3	)	)	PUNCT
cana-2588	146	4	jones	jones	PROPN
cana-2588	146	5	and	and	CCONJ
cana-2588	146	6	colleagues	colleague	NOUN
cana-2588	146	7	create	create	VERB
cana-2588	146	8	a	a	DET
cana-2588	146	9	cloud	cloud	NOUN
cana-2588	146	10	-	-	PUNCT
cana-2588	146	11	based	base	VERB
cana-2588	146	12	internet	internet	NOUN
cana-2588	146	13	of	of	ADP
cana-2588	146	14	things	thing	NOUN
cana-2588	146	15	infrastructure	infrastructure	NOUN
cana-2588	146	16	for	for	ADP
cana-2588	146	17	precision	precision	NOUN
cana-2588	146	18	agriculture	agriculture	NOUN
cana-2588	146	19	that	that	PRON
cana-2588	146	20	gathers	gather	VERB
cana-2588	146	21	and	and	CCONJ
cana-2588	146	22	processes	process	VERB
cana-2588	146	23	data	datum	NOUN
cana-2588	146	24	from	from	ADP
cana-2588	146	25	several	several	ADJ
cana-2588	146	26	sensors	sensor	NOUN
cana-2588	146	27	related	relate	VERB
cana-2588	146	28	to	to	ADP
cana-2588	146	29	soil	soil	NOUN
cana-2588	146	30	nutrients	nutrient	NOUN
cana-2588	146	31	.	.	PUNCT
cana-2588	147	1	the	the	DET
cana-2588	147	2	technology	technology	NOUN
cana-2588	147	3	gives	give	VERB
cana-2588	147	4	farmers	farmer	NOUN
cana-2588	147	5	useful	useful	ADJ
cana-2588	147	6	information	information	NOUN
cana-2588	147	7	on	on	ADP
cana-2588	147	8	the	the	DET
cana-2588	147	9	quality	quality	NOUN
cana-2588	147	10	of	of	ADP
cana-2588	147	11	their	their	PRON
cana-2588	147	12	soil	soil	NOUN
cana-2588	147	13	,	,	PUNCT
cana-2588	147	14	enabling	enable	VERB
cana-2588	147	15	them	they	PRON
cana-2588	147	16	to	to	PART
cana-2588	147	17	choose	choose	VERB
cana-2588	147	18	crops	crop	NOUN
cana-2588	147	19	and	and	CCONJ
cana-2588	147	20	manage	manage	VERB
cana-2588	147	21	nutrients	nutrient	NOUN
cana-2588	147	22	more	more	ADV
cana-2588	147	23	wisely	wisely	ADV
cana-2588	147	24	.	.	PUNCT
cana-2588	148	1	the	the	DET
cana-2588	148	2	study	study	NOUN
cana-2588	148	3	highlights	highlight	VERB
cana-2588	148	4	how	how	SCONJ
cana-2588	148	5	crucial	crucial	ADJ
cana-2588	148	6	cloud	cloud	NOUN
cana-2588	148	7	computing	computing	NOUN
cana-2588	148	8	is	be	AUX
cana-2588	148	9	to	to	ADP
cana-2588	148	10	iot	iot	ADJ
cana-2588	148	11	system	system	NOUN
cana-2588	148	12	scalability	scalability	NOUN
cana-2588	148	13	for	for	ADP
cana-2588	148	14	extensive	extensive	ADJ
cana-2588	148	15	agricultural	agricultural	ADJ
cana-2588	148	16	applications	application	NOUN
cana-2588	148	17	.	.	PUNCT
cana-2588	149	1	the	the	DET
cana-2588	149	2	software	software	NOUN
cana-2588	149	3	helps	help	VERB
cana-2588	149	4	farmers	farmer	NOUN
cana-2588	149	5	optimise	optimise	VERB
cana-2588	149	6	their	their	PRON
cana-2588	149	7	use	use	NOUN
cana-2588	149	8	of	of	ADP
cana-2588	149	9	water	water	NOUN
cana-2588	149	10	and	and	CCONJ
cana-2588	149	11	fertilisers	fertiliser	NOUN
cana-2588	149	12	,	,	PUNCT
cana-2588	149	13	which	which	PRON
cana-2588	149	14	improves	improve	VERB
cana-2588	149	15	crop	crop	NOUN
cana-2588	149	16	yields	yield	NOUN
cana-2588	149	17	and	and	CCONJ
cana-2588	149	18	promotes	promote	VERB
cana-2588	149	19	sustainability	sustainability	NOUN
cana-2588	149	20	,	,	PUNCT
cana-2588	149	21	by	by	ADP
cana-2588	149	22	giving	give	VERB
cana-2588	149	23	them	they	PRON
cana-2588	149	24	access	access	NOUN
cana-2588	149	25	to	to	ADP
cana-2588	149	26	real	real	ADJ
cana-2588	149	27	-	-	PUNCT
cana-2588	149	28	time	time	NOUN
cana-2588	149	29	data	datum	NOUN
cana-2588	149	30	and	and	CCONJ
cana-2588	149	31	analytics	analytic	NOUN
cana-2588	149	32	.	.	PUNCT
cana-2588	150	1	[	[	X
cana-2588	150	2	16	16	NUM
cana-2588	150	3	]	]	X
cana-2588	150	4	wang	wang	PROPN
cana-2588	150	5	et	et	PROPN
cana-2588	150	6	al	al	PROPN
cana-2588	150	7	(	(	PUNCT
cana-2588	150	8	2023	2023	NUM
cana-2588	150	9	)	)	PUNCT
cana-2588	150	10	a	a	DET
cana-2588	150	11	clever	clever	ADJ
cana-2588	150	12	iot	iot	NOUN
cana-2588	150	13	-	-	PUNCT
cana-2588	150	14	based	base	VERB
cana-2588	150	15	sensor	sensor	NOUN
cana-2588	150	16	system	system	NOUN
cana-2588	150	17	for	for	ADP
cana-2588	150	18	real	real	ADJ
cana-2588	150	19	-	-	PUNCT
cana-2588	150	20	time	time	NOUN
cana-2588	150	21	soil	soil	NOUN
cana-2588	150	22	nutrient	nutrient	NOUN
cana-2588	150	23	monitoring	monitoring	NOUN
cana-2588	150	24	is	be	AUX
cana-2588	150	25	introduced	introduce	VERB
cana-2588	150	26	by	by	ADP
cana-2588	150	27	wang	wang	PROPN
cana-2588	150	28	et	et	PROPN
cana-2588	150	29	al	al	PROPN
cana-2588	150	30	.	.	PUNCT
cana-2588	151	1	the	the	DET
cana-2588	151	2	system	system	NOUN
cana-2588	151	3	tracks	track	VERB
cana-2588	151	4	soil	soil	NOUN
cana-2588	151	5	factors	factor	NOUN
cana-2588	151	6	including	include	VERB
cana-2588	151	7	potassium	potassium	NOUN
cana-2588	151	8	,	,	PUNCT
cana-2588	151	9	phosphorus	phosphorus	NOUN
cana-2588	151	10	,	,	PUNCT
cana-2588	151	11	and	and	CCONJ
cana-2588	151	12	nitrogen	nitrogen	NOUN
cana-2588	151	13	levels	level	NOUN
cana-2588	151	14	using	use	VERB
cana-2588	151	15	a	a	DET
cana-2588	151	16	variety	variety	NOUN
cana-2588	151	17	of	of	ADP
cana-2588	151	18	sensors	sensor	NOUN
cana-2588	151	19	.	.	PUNCT
cana-2588	152	1	the	the	DET
cana-2588	152	2	data	data	NOUN
cana-2588	152	3	is	be	AUX
cana-2588	152	4	then	then	ADV
cana-2588	152	5	analysed	analyse	VERB
cana-2588	152	6	to	to	PART
cana-2588	152	7	maximise	maximise	VERB
cana-2588	152	8	the	the	DET
cana-2588	152	9	supply	supply	NOUN
cana-2588	152	10	of	of	ADP
cana-2588	152	11	nutrients	nutrient	NOUN
cana-2588	152	12	to	to	ADP
cana-2588	152	13	crops	crop	NOUN
cana-2588	152	14	.	.	PUNCT
cana-2588	153	1	the	the	DET
cana-2588	153	2	study	study	NOUN
cana-2588	153	3	shows	show	VERB
cana-2588	153	4	how	how	SCONJ
cana-2588	153	5	the	the	DET
cana-2588	153	6	system	system	NOUN
cana-2588	153	7	can	can	AUX
cana-2588	153	8	automatically	automatically	ADV
cana-2588	153	9	modify	modify	VERB
cana-2588	153	10	the	the	DET
cana-2588	153	11	amount	amount	NOUN
cana-2588	153	12	of	of	ADP
cana-2588	153	13	fertiliser	fertiliser	NOUN
cana-2588	153	14	used	use	VERB
cana-2588	153	15	depending	depend	VERB
cana-2588	153	16	on	on	ADP
cana-2588	153	17	data	datum	NOUN
cana-2588	153	18	collected	collect	VERB
cana-2588	153	19	in	in	ADP
cana-2588	153	20	realtime	realtime	NOUN
cana-2588	153	21	,	,	PUNCT
cana-2588	153	22	lowering	lower	VERB
cana-2588	153	23	the	the	DET
cana-2588	153	24	possibility	possibility	NOUN
cana-2588	153	25	of	of	ADP
cana-2588	153	26	overfertilization	overfertilization	NOUN
cana-2588	153	27	and	and	CCONJ
cana-2588	153	28	enhancing	enhance	VERB
cana-2588	153	29	crop	crop	NOUN
cana-2588	153	30	health	health	NOUN
cana-2588	153	31	.	.	PUNCT
cana-2588	154	1	this	this	DET
cana-2588	154	2	study	study	NOUN
cana-2588	154	3	demonstrates	demonstrate	VERB
cana-2588	154	4	communications	communication	NOUN
cana-2588	154	5	on	on	ADP
cana-2588	154	6	applied	apply	VERB
cana-2588	154	7	nonlinear	nonlinear	ADJ
cana-2588	154	8	analysis	analysis	NOUN
cana-2588	154	9	issn	issn	NOUN
cana-2588	154	10	:	:	PUNCT
cana-2588	154	11	1074	1074	NUM
cana-2588	154	12	-	-	PUNCT
cana-2588	154	13	133x	133x	NUM
cana-2588	154	14	vol	vol	NOUN
cana-2588	154	15	32	32	NUM
cana-2588	154	16	no	no	NOUN
cana-2588	154	17	.	.	PUNCT
cana-2588	155	1	3s	3s	NUM
cana-2588	155	2	(	(	PUNCT
cana-2588	155	3	2025	2025	NUM
cana-2588	155	4	)	)	PUNCT
cana-2588	155	5	183	183	NUM
cana-2588	155	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	155	7	how	how	SCONJ
cana-2588	155	8	iot	iot	VERB
cana-2588	155	9	-	-	PUNCT
cana-2588	155	10	enabled	enable	VERB
cana-2588	155	11	smart	smart	ADJ
cana-2588	155	12	sensors	sensor	NOUN
cana-2588	155	13	can	can	AUX
cana-2588	155	14	improve	improve	VERB
cana-2588	155	15	precision	precision	NOUN
cana-2588	155	16	agriculture	agriculture	NOUN
cana-2588	155	17	by	by	ADP
cana-2588	155	18	continuously	continuously	ADV
cana-2588	155	19	monitoring	monitor	VERB
cana-2588	155	20	soil	soil	NOUN
cana-2588	155	21	conditions	condition	NOUN
cana-2588	155	22	.	.	PUNCT
cana-2588	156	1	[	[	X
cana-2588	156	2	17	17	NUM
cana-2588	156	3	]	]	PUNCT
cana-2588	156	4	ahmed	ahmed	PROPN
cana-2588	156	5	et	et	PROPN
cana-2588	156	6	al	al	PROPN
cana-2588	156	7	(	(	PUNCT
cana-2588	156	8	2023	2023	NUM
cana-2588	156	9	)	)	PUNCT
cana-2588	156	10	ahmed	ahme	VERB
cana-2588	156	11	et	et	PROPN
cana-2588	156	12	al	al	PROPN
cana-2588	156	13	.	.	PROPN
cana-2588	156	14	investigate	investigate	VERB
cana-2588	156	15	how	how	SCONJ
cana-2588	156	16	to	to	PART
cana-2588	156	17	optimise	optimise	VERB
cana-2588	156	18	soil	soil	NOUN
cana-2588	156	19	nutrient	nutrient	NOUN
cana-2588	156	20	management	management	NOUN
cana-2588	156	21	in	in	ADP
cana-2588	156	22	precision	precision	NOUN
cana-2588	156	23	agriculture	agriculture	NOUN
cana-2588	156	24	through	through	ADP
cana-2588	156	25	the	the	DET
cana-2588	156	26	use	use	NOUN
cana-2588	156	27	of	of	ADP
cana-2588	156	28	ai	ai	NOUN
cana-2588	156	29	-	-	PUNCT
cana-2588	156	30	powered	power	VERB
cana-2588	156	31	iot	iot	NOUN
cana-2588	156	32	systems	system	NOUN
cana-2588	156	33	.	.	PUNCT
cana-2588	157	1	the	the	DET
cana-2588	157	2	research	research	NOUN
cana-2588	157	3	describes	describe	VERB
cana-2588	157	4	a	a	DET
cana-2588	157	5	system	system	NOUN
cana-2588	157	6	that	that	PRON
cana-2588	157	7	gathers	gather	VERB
cana-2588	157	8	real	real	ADJ
cana-2588	157	9	-	-	PUNCT
cana-2588	157	10	time	time	NOUN
cana-2588	157	11	soil	soil	NOUN
cana-2588	157	12	data	datum	NOUN
cana-2588	157	13	using	use	VERB
cana-2588	157	14	internet	internet	NOUN
cana-2588	157	15	of	of	ADP
cana-2588	157	16	things	thing	NOUN
cana-2588	157	17	(	(	PUNCT
cana-2588	157	18	iot	iot	NOUN
cana-2588	157	19	)	)	PUNCT
cana-2588	157	20	sensors	sensor	NOUN
cana-2588	157	21	.	.	PUNCT
cana-2588	158	1	machine	machine	NOUN
cana-2588	158	2	learning	learn	VERB
cana-2588	158	3	algorithms	algorithm	NOUN
cana-2588	158	4	then	then	ADV
cana-2588	158	5	analyse	analyse	VERB
cana-2588	158	6	the	the	DET
cana-2588	158	7	data	datum	NOUN
cana-2588	158	8	to	to	PART
cana-2588	158	9	forecast	forecast	VERB
cana-2588	158	10	nutrient	nutrient	NOUN
cana-2588	158	11	deficits	deficit	NOUN
cana-2588	158	12	and	and	CCONJ
cana-2588	158	13	suggest	suggest	VERB
cana-2588	158	14	remedial	remedial	ADJ
cana-2588	158	15	measures	measure	NOUN
cana-2588	158	16	.	.	PUNCT
cana-2588	159	1	the	the	DET
cana-2588	159	2	findings	finding	NOUN
cana-2588	159	3	demonstrate	demonstrate	VERB
cana-2588	159	4	that	that	SCONJ
cana-2588	159	5	by	by	ADP
cana-2588	159	6	making	make	VERB
cana-2588	159	7	sure	sure	ADJ
cana-2588	159	8	that	that	SCONJ
cana-2588	159	9	nutrient	nutrient	ADJ
cana-2588	159	10	deficits	deficit	NOUN
cana-2588	159	11	are	be	AUX
cana-2588	159	12	quickly	quickly	ADV
cana-2588	159	13	remedied	remedied	ADJ
cana-2588	159	14	,	,	PUNCT
cana-2588	159	15	this	this	DET
cana-2588	159	16	strategy	strategy	NOUN
cana-2588	159	17	can	can	AUX
cana-2588	159	18	greatly	greatly	ADV
cana-2588	159	19	increase	increase	VERB
cana-2588	159	20	crop	crop	NOUN
cana-2588	159	21	yields	yield	NOUN
cana-2588	159	22	.	.	PUNCT
cana-2588	160	1	the	the	DET
cana-2588	160	2	report	report	NOUN
cana-2588	160	3	also	also	ADV
cana-2588	160	4	emphasises	emphasise	VERB
cana-2588	160	5	how	how	SCONJ
cana-2588	160	6	integrating	integrating	NOUN
cana-2588	160	7	ai	ai	VERB
cana-2588	160	8	and	and	CCONJ
cana-2588	160	9	iot	iot	PROPN
cana-2588	160	10	can	can	AUX
cana-2588	160	11	improve	improve	VERB
cana-2588	160	12	resource	resource	NOUN
cana-2588	160	13	efficiency	efficiency	NOUN
cana-2588	160	14	,	,	PUNCT
cana-2588	160	15	which	which	PRON
cana-2588	160	16	in	in	ADP
cana-2588	160	17	turn	turn	NOUN
cana-2588	160	18	can	can	AUX
cana-2588	160	19	improve	improve	VERB
cana-2588	160	20	the	the	DET
cana-2588	160	21	sustainability	sustainability	NOUN
cana-2588	160	22	of	of	ADP
cana-2588	160	23	agricultural	agricultural	ADJ
cana-2588	160	24	methods	method	NOUN
cana-2588	160	25	.	.	PUNCT
cana-2588	161	1	[	[	X
cana-2588	161	2	18	18	NUM
cana-2588	161	3	]	]	X
cana-2588	161	4	lee	lee	PROPN
cana-2588	161	5	et	et	PROPN
cana-2588	161	6	al	al	PROPN
cana-2588	161	7	.	.	PROPN
cana-2588	162	1	(	(	PUNCT
cana-2588	162	2	2023	2023	NUM
cana-2588	162	3	)	)	PUNCT
cana-2588	162	4	the	the	DET
cana-2588	162	5	study	study	NOUN
cana-2588	162	6	offers	offer	VERB
cana-2588	162	7	an	an	DET
cana-2588	162	8	extensive	extensive	ADJ
cana-2588	162	9	internet	internet	NOUN
cana-2588	162	10	of	of	ADP
cana-2588	162	11	things	thing	NOUN
cana-2588	162	12	-	-	PUNCT
cana-2588	162	13	based	base	VERB
cana-2588	162	14	framework	framework	NOUN
cana-2588	162	15	for	for	ADP
cana-2588	162	16	tracking	track	VERB
cana-2588	162	17	soil	soil	NOUN
cana-2588	162	18	health	health	NOUN
cana-2588	162	19	in	in	ADP
cana-2588	162	20	urban	urban	ADJ
cana-2588	162	21	farming	farming	NOUN
cana-2588	162	22	.	.	PUNCT
cana-2588	163	1	the	the	DET
cana-2588	163	2	technology	technology	NOUN
cana-2588	163	3	gathers	gather	VERB
cana-2588	163	4	information	information	NOUN
cana-2588	163	5	about	about	ADP
cana-2588	163	6	the	the	DET
cana-2588	163	7	ph	ph	ADJ
cana-2588	163	8	,	,	PUNCT
cana-2588	163	9	moisture	moisture	NOUN
cana-2588	163	10	content	content	NOUN
cana-2588	163	11	,	,	PUNCT
cana-2588	163	12	and	and	CCONJ
cana-2588	163	13	nutrient	nutrient	ADJ
cana-2588	163	14	levels	level	NOUN
cana-2588	163	15	of	of	ADP
cana-2588	163	16	the	the	DET
cana-2588	163	17	soil	soil	NOUN
cana-2588	163	18	and	and	CCONJ
cana-2588	163	19	offers	offer	VERB
cana-2588	163	20	recommendations	recommendation	NOUN
cana-2588	163	21	for	for	ADP
cana-2588	163	22	crop	crop	NOUN
cana-2588	163	23	choices	choice	NOUN
cana-2588	163	24	in	in	ADP
cana-2588	163	25	metropolitan	metropolitan	ADJ
cana-2588	163	26	areas	area	NOUN
cana-2588	163	27	that	that	PRON
cana-2588	163	28	are	be	AUX
cana-2588	163	29	limited	limit	VERB
cana-2588	163	30	in	in	ADP
cana-2588	163	31	real	real	ADJ
cana-2588	163	32	time	time	NOUN
cana-2588	163	33	.	.	PUNCT
cana-2588	164	1	the	the	DET
cana-2588	164	2	use	use	NOUN
cana-2588	164	3	of	of	ADP
cana-2588	164	4	internet	internet	NOUN
cana-2588	164	5	of	of	ADP
cana-2588	164	6	things	thing	NOUN
cana-2588	164	7	(	(	PUNCT
cana-2588	164	8	iot	iot	NOUN
cana-2588	164	9	)	)	PUNCT
cana-2588	164	10	technology	technology	NOUN
cana-2588	164	11	in	in	ADP
cana-2588	164	12	precision	precision	NOUN
cana-2588	164	13	agriculture	agriculture	NOUN
cana-2588	164	14	is	be	AUX
cana-2588	164	15	examined	examine	VERB
cana-2588	164	16	in	in	ADP
cana-2588	164	17	this	this	DET
cana-2588	164	18	literature	literature	NOUN
cana-2588	164	19	review	review	NOUN
cana-2588	164	20	,	,	PUNCT
cana-2588	164	21	with	with	ADP
cana-2588	164	22	an	an	DET
cana-2588	164	23	emphasis	emphasis	NOUN
cana-2588	164	24	on	on	ADP
cana-2588	164	25	crop	crop	NOUN
cana-2588	164	26	recommendation	recommendation	NOUN
cana-2588	164	27	models	model	NOUN
cana-2588	164	28	and	and	CCONJ
cana-2588	164	29	soil	soil	NOUN
cana-2588	164	30	nutrient	nutrient	NOUN
cana-2588	164	31	analysis	analysis	NOUN
cana-2588	164	32	.	.	PUNCT
cana-2588	165	1	scientists	scientist	NOUN
cana-2588	165	2	are	be	AUX
cana-2588	165	3	working	work	VERB
cana-2588	165	4	on	on	ADP
cana-2588	165	5	internet	internet	NOUN
cana-2588	165	6	of	of	ADP
cana-2588	165	7	things	thing	NOUN
cana-2588	165	8	(	(	PUNCT
cana-2588	165	9	iot)-enabled	iot)-enable	VERB
cana-2588	165	10	devices	device	NOUN
cana-2588	165	11	that	that	PRON
cana-2588	165	12	track	track	VERB
cana-2588	165	13	soil	soil	NOUN
cana-2588	165	14	health	health	NOUN
cana-2588	165	15	metrics	metric	NOUN
cana-2588	165	16	including	include	VERB
cana-2588	165	17	ph	ph	VERB
cana-2588	165	18	,	,	PUNCT
cana-2588	165	19	moisture	moisture	NOUN
cana-2588	165	20	content	content	NOUN
cana-2588	165	21	,	,	PUNCT
cana-2588	165	22	and	and	CCONJ
cana-2588	165	23	nutrient	nutrient	NOUN
cana-2588	165	24	levels	level	NOUN
cana-2588	165	25	using	use	VERB
cana-2588	165	26	real	real	ADJ
cana-2588	165	27	-	-	PUNCT
cana-2588	165	28	time	time	NOUN
cana-2588	165	29	data	datum	NOUN
cana-2588	165	30	from	from	ADP
cana-2588	165	31	sensors	sensor	NOUN
cana-2588	165	32	.	.	PUNCT
cana-2588	166	1	these	these	DET
cana-2588	166	2	systems	system	NOUN
cana-2588	166	3	can	can	AUX
cana-2588	166	4	provide	provide	VERB
cana-2588	166	5	actionable	actionable	ADJ
cana-2588	166	6	insights	insight	NOUN
cana-2588	166	7	for	for	ADP
cana-2588	166	8	improving	improve	VERB
cana-2588	166	9	crop	crop	NOUN
cana-2588	166	10	selection	selection	NOUN
cana-2588	166	11	,	,	PUNCT
cana-2588	166	12	irrigation	irrigation	NOUN
cana-2588	166	13	,	,	PUNCT
cana-2588	166	14	and	and	CCONJ
cana-2588	166	15	fertilisation	fertilisation	NOUN
cana-2588	166	16	by	by	ADP
cana-2588	166	17	integrating	integrate	VERB
cana-2588	166	18	with	with	ADP
cana-2588	166	19	cloud	cloud	NOUN
cana-2588	166	20	platforms	platform	NOUN
cana-2588	166	21	and	and	CCONJ
cana-2588	166	22	machine	machine	NOUN
cana-2588	166	23	learning	learn	VERB
cana-2588	166	24	algorithms	algorithm	NOUN
cana-2588	166	25	.	.	PUNCT
cana-2588	167	1	to	to	PART
cana-2588	167	2	increase	increase	VERB
cana-2588	167	3	the	the	DET
cana-2588	167	4	precision	precision	NOUN
cana-2588	167	5	of	of	ADP
cana-2588	167	6	crop	crop	NOUN
cana-2588	167	7	suggestions	suggestion	NOUN
cana-2588	167	8	,	,	PUNCT
cana-2588	167	9	a	a	DET
cana-2588	167	10	number	number	NOUN
cana-2588	167	11	of	of	ADP
cana-2588	167	12	studies	study	NOUN
cana-2588	167	13	investigate	investigate	VERB
cana-2588	167	14	hybrid	hybrid	NOUN
cana-2588	167	15	models	model	NOUN
cana-2588	167	16	that	that	PRON
cana-2588	167	17	combine	combine	VERB
cana-2588	167	18	iot	iot	VERB
cana-2588	167	19	with	with	ADP
cana-2588	167	20	sophisticated	sophisticated	ADJ
cana-2588	167	21	algorithms	algorithm	NOUN
cana-2588	167	22	including	include	VERB
cana-2588	167	23	neural	neural	ADJ
cana-2588	167	24	networks	network	NOUN
cana-2588	167	25	,	,	PUNCT
cana-2588	167	26	deep	deep	ADJ
cana-2588	167	27	learning	learning	NOUN
cana-2588	167	28	,	,	PUNCT
cana-2588	167	29	and	and	CCONJ
cana-2588	167	30	the	the	DET
cana-2588	167	31	msvm	msvm	PROPN
cana-2588	167	32	-	-	PUNCT
cana-2588	167	33	dag	dag	PROPN
cana-2588	167	34	-	-	PUNCT
cana-2588	167	35	ffo	ffo	NOUN
cana-2588	167	36	algorithm	algorithm	NOUN
cana-2588	167	37	.	.	PUNCT
cana-2588	168	1	enhancing	enhance	VERB
cana-2588	168	2	resource	resource	NOUN
cana-2588	168	3	efficiency	efficiency	NOUN
cana-2588	168	4	and	and	CCONJ
cana-2588	168	5	increasing	increase	VERB
cana-2588	168	6	agricultural	agricultural	ADJ
cana-2588	168	7	productivity	productivity	NOUN
cana-2588	168	8	while	while	SCONJ
cana-2588	168	9	reducing	reduce	VERB
cana-2588	168	10	environmental	environmental	ADJ
cana-2588	168	11	effect	effect	NOUN
cana-2588	168	12	is	be	AUX
cana-2588	168	13	the	the	DET
cana-2588	168	14	aim	aim	NOUN
cana-2588	168	15	.	.	PUNCT
cana-2588	169	1	iot	iot	ADJ
cana-2588	169	2	-	-	PUNCT
cana-2588	169	3	enabled	enable	VERB
cana-2588	169	4	systems	system	NOUN
cana-2588	169	5	not	not	PART
cana-2588	169	6	only	only	ADV
cana-2588	169	7	increase	increase	VERB
cana-2588	169	8	yields	yield	NOUN
cana-2588	169	9	but	but	CCONJ
cana-2588	169	10	also	also	ADV
cana-2588	169	11	lessen	lessen	VERB
cana-2588	169	12	overuse	overuse	NOUN
cana-2588	169	13	of	of	ADP
cana-2588	169	14	water	water	NOUN
cana-2588	169	15	and	and	CCONJ
cana-2588	169	16	fertilisers	fertiliser	NOUN
cana-2588	169	17	,	,	PUNCT
cana-2588	169	18	which	which	PRON
cana-2588	169	19	supports	support	VERB
cana-2588	169	20	sustainability	sustainability	NOUN
cana-2588	169	21	.	.	PUNCT
cana-2588	170	1	in	in	ADP
cana-2588	170	2	an	an	DET
cana-2588	170	3	effort	effort	NOUN
cana-2588	170	4	to	to	PART
cana-2588	170	5	provide	provide	VERB
cana-2588	170	6	farmers	farmer	NOUN
cana-2588	170	7	—	—	PUNCT
cana-2588	170	8	especially	especially	ADV
cana-2588	170	9	those	those	PRON
cana-2588	170	10	in	in	ADP
cana-2588	170	11	resource	resource	NOUN
cana-2588	170	12	-	-	PUNCT
cana-2588	170	13	constrained	constrain	VERB
cana-2588	170	14	or	or	CCONJ
cana-2588	170	15	smallholder	smallholder	NOUN
cana-2588	170	16	settings	setting	NOUN
cana-2588	170	17	—	—	PUNCT
cana-2588	170	18	with	with	ADP
cana-2588	170	19	access	access	NOUN
cana-2588	170	20	to	to	ADP
cana-2588	170	21	innovative	innovative	ADJ
cana-2588	170	22	agricultural	agricultural	ADJ
cana-2588	170	23	technologies	technology	NOUN
cana-2588	170	24	,	,	PUNCT
cana-2588	170	25	numerous	numerous	ADJ
cana-2588	170	26	studies	study	NOUN
cana-2588	170	27	emphasise	emphasise	VERB
cana-2588	170	28	the	the	DET
cana-2588	170	29	significance	significance	NOUN
cana-2588	170	30	of	of	ADP
cana-2588	170	31	scalability	scalability	NOUN
cana-2588	170	32	and	and	CCONJ
cana-2588	170	33	accessibility	accessibility	NOUN
cana-2588	170	34	in	in	ADP
cana-2588	170	35	iot	iot	NOUN
cana-2588	170	36	systems	system	NOUN
cana-2588	170	37	.	.	PUNCT
cana-2588	171	1	additional	additional	ADJ
cana-2588	171	2	studies	study	NOUN
cana-2588	171	3	highlight	highlight	VERB
cana-2588	171	4	how	how	SCONJ
cana-2588	171	5	iot	iot	ADJ
cana-2588	171	6	and	and	CCONJ
cana-2588	171	7	cutting	cut	VERB
cana-2588	171	8	-	-	PUNCT
cana-2588	171	9	edge	edge	NOUN
cana-2588	171	10	technologies	technology	NOUN
cana-2588	171	11	like	like	ADP
cana-2588	171	12	blockchain	blockchain	PROPN
cana-2588	171	13	can	can	AUX
cana-2588	171	14	be	be	AUX
cana-2588	171	15	used	use	VERB
cana-2588	171	16	to	to	PART
cana-2588	171	17	securely	securely	ADV
cana-2588	171	18	share	share	VERB
cana-2588	171	19	data	datum	NOUN
cana-2588	171	20	,	,	PUNCT
cana-2588	171	21	especially	especially	ADV
cana-2588	171	22	when	when	SCONJ
cana-2588	171	23	it	it	PRON
cana-2588	171	24	comes	come	VERB
cana-2588	171	25	to	to	ADP
cana-2588	171	26	nutrition	nutrition	NOUN
cana-2588	171	27	management	management	NOUN
cana-2588	171	28	.	.	PUNCT
cana-2588	172	1	numerous	numerous	ADJ
cana-2588	172	2	studies	study	NOUN
cana-2588	172	3	also	also	ADV
cana-2588	172	4	concentrate	concentrate	VERB
cana-2588	172	5	on	on	ADP
cana-2588	172	6	specific	specific	ADJ
cana-2588	172	7	uses	use	NOUN
cana-2588	172	8	,	,	PUNCT
cana-2588	172	9	like	like	ADP
cana-2588	172	10	iot	iot	NOUN
cana-2588	172	11	-	-	PUNCT
cana-2588	172	12	based	base	VERB
cana-2588	172	13	vineyard	vineyard	NOUN
cana-2588	172	14	systems	system	NOUN
cana-2588	172	15	,	,	PUNCT
cana-2588	172	16	nutrient	nutrient	ADJ
cana-2588	172	17	management	management	NOUN
cana-2588	172	18	in	in	ADP
cana-2588	172	19	dry	dry	ADJ
cana-2588	172	20	and	and	CCONJ
cana-2588	172	21	urban	urban	ADJ
cana-2588	172	22	farming	farming	NOUN
cana-2588	172	23	,	,	PUNCT
cana-2588	172	24	and	and	CCONJ
cana-2588	172	25	nutrient	nutrient	ADJ
cana-2588	172	26	mapping	mapping	NOUN
cana-2588	172	27	in	in	ADP
cana-2588	172	28	tropical	tropical	ADJ
cana-2588	172	29	agriculture	agriculture	NOUN
cana-2588	172	30	.	.	PUNCT
cana-2588	173	1	these	these	DET
cana-2588	173	2	specialised	specialised	ADJ
cana-2588	173	3	studies	study	NOUN
cana-2588	173	4	highlight	highlight	VERB
cana-2588	173	5	how	how	SCONJ
cana-2588	173	6	iot	iot	ADJ
cana-2588	173	7	solutions	solution	NOUN
cana-2588	173	8	may	may	AUX
cana-2588	173	9	be	be	AUX
cana-2588	173	10	tailored	tailor	VERB
cana-2588	173	11	to	to	PART
cana-2588	173	12	fit	fit	VERB
cana-2588	173	13	a	a	DET
cana-2588	173	14	variety	variety	NOUN
cana-2588	173	15	of	of	ADP
cana-2588	173	16	farming	farming	NOUN
cana-2588	173	17	situations	situation	NOUN
cana-2588	173	18	and	and	CCONJ
cana-2588	173	19	practices	practice	NOUN
cana-2588	173	20	.	.	PUNCT
cana-2588	174	1	the	the	DET
cana-2588	174	2	body	body	NOUN
cana-2588	174	3	of	of	ADP
cana-2588	174	4	research	research	NOUN
cana-2588	174	5	indicates	indicate	VERB
cana-2588	174	6	that	that	SCONJ
cana-2588	174	7	iot	iot	VERB
cana-2588	174	8	-	-	PUNCT
cana-2588	174	9	enabled	enable	VERB
cana-2588	174	10	soil	soil	NOUN
cana-2588	174	11	monitoring	monitoring	NOUN
cana-2588	174	12	devices	device	NOUN
cana-2588	174	13	have	have	VERB
cana-2588	174	14	the	the	DET
cana-2588	174	15	potential	potential	NOUN
cana-2588	174	16	to	to	PART
cana-2588	174	17	completely	completely	ADV
cana-2588	174	18	transform	transform	VERB
cana-2588	174	19	precision	precision	NOUN
cana-2588	174	20	agriculture	agriculture	NOUN
cana-2588	174	21	by	by	ADP
cana-2588	174	22	giving	give	VERB
cana-2588	174	23	farmers	farmer	NOUN
cana-2588	174	24	access	access	NOUN
cana-2588	174	25	to	to	ADP
cana-2588	174	26	data	data	NOUN
cana-2588	174	27	-	-	PUNCT
cana-2588	174	28	driven	drive	VERB
cana-2588	174	29	,	,	PUNCT
cana-2588	174	30	real	real	ADJ
cana-2588	174	31	-	-	PUNCT
cana-2588	174	32	time	time	NOUN
cana-2588	174	33	insights	insight	NOUN
cana-2588	174	34	.	.	PUNCT
cana-2588	175	1	this	this	PRON
cana-2588	175	2	affects	affect	VERB
cana-2588	175	3	sustainable	sustainable	ADJ
cana-2588	175	4	farming	farming	NOUN
cana-2588	175	5	methods	method	NOUN
cana-2588	175	6	,	,	PUNCT
cana-2588	175	7	the	the	DET
cana-2588	175	8	availability	availability	NOUN
cana-2588	175	9	of	of	ADP
cana-2588	175	10	food	food	NOUN
cana-2588	175	11	on	on	ADP
cana-2588	175	12	a	a	DET
cana-2588	175	13	global	global	ADJ
cana-2588	175	14	scale	scale	NOUN
cana-2588	175	15	,	,	PUNCT
cana-2588	175	16	and	and	CCONJ
cana-2588	175	17	the	the	DET
cana-2588	175	18	profitability	profitability	NOUN
cana-2588	175	19	of	of	ADP
cana-2588	175	20	agriculture	agriculture	NOUN
cana-2588	175	21	in	in	ADP
cana-2588	175	22	various	various	ADJ
cana-2588	175	23	geographic	geographic	ADJ
cana-2588	175	24	areas	area	NOUN
cana-2588	175	25	.	.	PUNCT
cana-2588	176	1	iot	iot	PROPN
cana-2588	176	2	systems	system	NOUN
cana-2588	176	3	in	in	ADP
cana-2588	176	4	agriculture	agriculture	NOUN
cana-2588	176	5	are	be	AUX
cana-2588	176	6	positioned	position	VERB
cana-2588	176	7	to	to	PART
cana-2588	176	8	maximise	maximise	VERB
cana-2588	176	9	resource	resource	NOUN
cana-2588	176	10	utilisation	utilisation	NOUN
cana-2588	176	11	,	,	PUNCT
cana-2588	176	12	improve	improve	VERB
cana-2588	176	13	crop	crop	NOUN
cana-2588	176	14	yields	yield	NOUN
cana-2588	176	15	,	,	PUNCT
cana-2588	176	16	and	and	CCONJ
cana-2588	176	17	encourage	encourage	VERB
cana-2588	176	18	environmentally	environmentally	ADV
cana-2588	176	19	responsible	responsible	ADJ
cana-2588	176	20	farming	farming	NOUN
cana-2588	176	21	through	through	ADP
cana-2588	176	22	ongoing	ongoing	ADJ
cana-2588	176	23	innovation	innovation	NOUN
cana-2588	176	24	and	and	CCONJ
cana-2588	176	25	improvement	improvement	NOUN
cana-2588	176	26	.	.	PUNCT
cana-2588	177	1	communications	communication	NOUN
cana-2588	177	2	on	on	ADP
cana-2588	177	3	applied	apply	VERB
cana-2588	177	4	nonlinear	nonlinear	ADJ
cana-2588	177	5	analysis	analysis	NOUN
cana-2588	177	6	issn	issn	NOUN
cana-2588	177	7	:	:	PUNCT
cana-2588	177	8	1074	1074	NUM
cana-2588	177	9	-	-	PUNCT
cana-2588	177	10	133x	133x	NUM
cana-2588	177	11	vol	vol	NOUN
cana-2588	177	12	32	32	NUM
cana-2588	177	13	no	no	NOUN
cana-2588	177	14	.	.	PUNCT
cana-2588	178	1	3s	3s	NUM
cana-2588	178	2	(	(	PUNCT
cana-2588	178	3	2025	2025	NUM
cana-2588	178	4	)	)	PUNCT
cana-2588	178	5	184	184	NUM
cana-2588	178	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	178	7	research	research	NOUN
cana-2588	178	8	gaps	gap	VERB
cana-2588	178	9	●	●	NUM
cana-2588	178	10	limited	limited	ADJ
cana-2588	178	11	real	real	ADJ
cana-2588	178	12	-	-	PUNCT
cana-2588	178	13	time	time	NOUN
cana-2588	178	14	data	datum	NOUN
cana-2588	178	15	integration	integration	NOUN
cana-2588	178	16	:	:	PUNCT
cana-2588	178	17	a	a	DET
cana-2588	178	18	large	large	ADJ
cana-2588	178	19	number	number	NOUN
cana-2588	178	20	of	of	ADP
cana-2588	178	21	research	research	NOUN
cana-2588	178	22	now	now	ADV
cana-2588	178	23	in	in	ADP
cana-2588	178	24	publication	publication	NOUN
cana-2588	178	25	do	do	AUX
cana-2588	178	26	not	not	PART
cana-2588	178	27	combine	combine	VERB
cana-2588	178	28	predictive	predictive	ADJ
cana-2588	178	29	analytics	analytic	NOUN
cana-2588	178	30	with	with	ADP
cana-2588	178	31	real	real	ADJ
cana-2588	178	32	-	-	PUNCT
cana-2588	178	33	time	time	NOUN
cana-2588	178	34	internet	internet	NOUN
cana-2588	178	35	of	of	ADP
cana-2588	178	36	things	thing	NOUN
cana-2588	178	37	data	datum	NOUN
cana-2588	178	38	to	to	PART
cana-2588	178	39	provide	provide	VERB
cana-2588	178	40	dynamic	dynamic	ADJ
cana-2588	178	41	crop	crop	NOUN
cana-2588	178	42	recommendations	recommendation	NOUN
cana-2588	178	43	based	base	VERB
cana-2588	178	44	on	on	ADP
cana-2588	178	45	real	real	ADJ
cana-2588	178	46	-	-	PUNCT
cana-2588	178	47	time	time	NOUN
cana-2588	178	48	changes	change	NOUN
cana-2588	178	49	in	in	ADP
cana-2588	178	50	soil	soil	NOUN
cana-2588	178	51	nutrients	nutrient	NOUN
cana-2588	178	52	.	.	PUNCT
cana-2588	179	1	●	●	PUNCT
cana-2588	179	2	scalability	scalability	NOUN
cana-2588	179	3	in	in	ADP
cana-2588	179	4	various	various	ADJ
cana-2588	179	5	agricultural	agricultural	ADJ
cana-2588	179	6	conditions	condition	NOUN
cana-2588	179	7	:	:	PUNCT
cana-2588	179	8	the	the	DET
cana-2588	179	9	majority	majority	NOUN
cana-2588	179	10	of	of	ADP
cana-2588	179	11	internet	internet	NOUN
cana-2588	179	12	of	of	ADP
cana-2588	179	13	things	thing	NOUN
cana-2588	179	14	(	(	PUNCT
cana-2588	179	15	iot	iot	NOUN
cana-2588	179	16	)	)	PUNCT
cana-2588	179	17	systems	system	NOUN
cana-2588	179	18	are	be	AUX
cana-2588	179	19	developed	develop	VERB
cana-2588	179	20	for	for	ADP
cana-2588	179	21	particular	particular	ADJ
cana-2588	179	22	areas	area	NOUN
cana-2588	179	23	or	or	CCONJ
cana-2588	179	24	crops	crop	NOUN
cana-2588	179	25	;	;	PUNCT
cana-2588	179	26	there	there	PRON
cana-2588	179	27	is	be	VERB
cana-2588	179	28	a	a	DET
cana-2588	179	29	dearth	dearth	NOUN
cana-2588	179	30	of	of	ADP
cana-2588	179	31	knowledge	knowledge	NOUN
cana-2588	179	32	regarding	regard	VERB
cana-2588	179	33	how	how	SCONJ
cana-2588	179	34	these	these	DET
cana-2588	179	35	technologies	technology	NOUN
cana-2588	179	36	might	might	AUX
cana-2588	179	37	be	be	AUX
cana-2588	179	38	extended	extend	VERB
cana-2588	179	39	across	across	ADP
cana-2588	179	40	diverse	diverse	ADJ
cana-2588	179	41	geographic	geographic	ADJ
cana-2588	179	42	and	and	CCONJ
cana-2588	179	43	climatic	climatic	ADJ
cana-2588	179	44	environments	environment	NOUN
cana-2588	179	45	.	.	PUNCT
cana-2588	180	1	●	●	PUNCT
cana-2588	180	2	cost	cost	NOUN
cana-2588	180	3	-	-	PUNCT
cana-2588	180	4	effectiveness	effectiveness	NOUN
cana-2588	180	5	and	and	CCONJ
cana-2588	180	6	accessibility	accessibility	NOUN
cana-2588	180	7	:	:	PUNCT
cana-2588	180	8	making	make	VERB
cana-2588	180	9	iot	iot	PROPN
cana-2588	180	10	systems	system	NOUN
cana-2588	180	11	affordable	affordable	ADJ
cana-2588	180	12	and	and	CCONJ
cana-2588	180	13	available	available	ADJ
cana-2588	180	14	to	to	ADP
cana-2588	180	15	smallscale	smallscale	NOUN
cana-2588	180	16	and	and	CCONJ
cana-2588	180	17	resource	resource	NOUN
cana-2588	180	18	-	-	PUNCT
cana-2588	180	19	constrained	constrain	VERB
cana-2588	180	20	farmers	farmer	NOUN
cana-2588	180	21	,	,	PUNCT
cana-2588	180	22	particularly	particularly	ADV
cana-2588	180	23	in	in	ADP
cana-2588	180	24	developing	develop	VERB
cana-2588	180	25	nations	nation	NOUN
cana-2588	180	26	,	,	PUNCT
cana-2588	180	27	is	be	AUX
cana-2588	180	28	a	a	DET
cana-2588	180	29	topic	topic	NOUN
cana-2588	180	30	that	that	PRON
cana-2588	180	31	has	have	AUX
cana-2588	180	32	received	receive	VERB
cana-2588	180	33	little	little	ADJ
cana-2588	180	34	research	research	NOUN
cana-2588	180	35	.	.	PUNCT
cana-2588	181	1	●	●	PUNCT
cana-2588	181	2	impact	impact	NOUN
cana-2588	181	3	on	on	ADP
cana-2588	181	4	soil	soil	NOUN
cana-2588	181	5	health	health	NOUN
cana-2588	181	6	over	over	ADP
cana-2588	181	7	time	time	NOUN
cana-2588	181	8	:	:	PUNCT
cana-2588	181	9	research	research	NOUN
cana-2588	181	10	on	on	ADP
cana-2588	181	11	the	the	DET
cana-2588	181	12	long	long	ADJ
cana-2588	181	13	-	-	PUNCT
cana-2588	181	14	term	term	NOUN
cana-2588	181	15	consequences	consequence	NOUN
cana-2588	181	16	of	of	ADP
cana-2588	181	17	precision	precision	NOUN
cana-2588	181	18	agriculture	agriculture	NOUN
cana-2588	181	19	facilitated	facilitate	VERB
cana-2588	181	20	by	by	ADP
cana-2588	181	21	the	the	DET
cana-2588	181	22	internet	internet	NOUN
cana-2588	181	23	of	of	ADP
cana-2588	181	24	things	thing	NOUN
cana-2588	181	25	(	(	PUNCT
cana-2588	181	26	iot	iot	NOUN
cana-2588	181	27	)	)	PUNCT
cana-2588	181	28	on	on	ADP
cana-2588	181	29	soil	soil	NOUN
cana-2588	181	30	health	health	NOUN
cana-2588	181	31	is	be	AUX
cana-2588	181	32	limited	limited	ADJ
cana-2588	181	33	.	.	PUNCT
cana-2588	182	1	of	of	ADP
cana-2588	182	2	particular	particular	ADJ
cana-2588	182	3	interest	interest	NOUN
cana-2588	182	4	are	be	AUX
cana-2588	182	5	issues	issue	NOUN
cana-2588	182	6	related	relate	VERB
cana-2588	182	7	to	to	ADP
cana-2588	182	8	nutrient	nutrient	NOUN
cana-2588	182	9	depletion	depletion	NOUN
cana-2588	182	10	and	and	CCONJ
cana-2588	182	11	sustainability	sustainability	NOUN
cana-2588	182	12	.	.	PUNCT
cana-2588	183	1	●	●	PUNCT
cana-2588	183	2	energy	energy	NOUN
cana-2588	183	3	efficiency	efficiency	NOUN
cana-2588	183	4	of	of	ADP
cana-2588	183	5	iot	iot	PROPN
cana-2588	183	6	systems	system	NOUN
cana-2588	183	7	:	:	PUNCT
cana-2588	183	8	there	there	PRON
cana-2588	183	9	is	be	VERB
cana-2588	183	10	a	a	DET
cana-2588	183	11	dearth	dearth	NOUN
cana-2588	183	12	of	of	ADP
cana-2588	183	13	research	research	NOUN
cana-2588	183	14	on	on	ADP
cana-2588	183	15	how	how	SCONJ
cana-2588	183	16	to	to	PART
cana-2588	183	17	best	well	ADV
cana-2588	183	18	use	use	VERB
cana-2588	183	19	iot	iot	PROPN
cana-2588	183	20	devices	device	NOUN
cana-2588	183	21	'	'	PART
cana-2588	183	22	energy	energy	NOUN
cana-2588	183	23	usage	usage	NOUN
cana-2588	183	24	in	in	ADP
cana-2588	183	25	agricultural	agricultural	ADJ
cana-2588	183	26	settings	setting	NOUN
cana-2588	183	27	,	,	PUNCT
cana-2588	183	28	especially	especially	ADV
cana-2588	183	29	when	when	SCONJ
cana-2588	183	30	it	it	PRON
cana-2588	183	31	comes	come	VERB
cana-2588	183	32	to	to	ADP
cana-2588	183	33	environmentally	environmentally	ADV
cana-2588	183	34	friendly	friendly	ADJ
cana-2588	183	35	power	power	NOUN
cana-2588	183	36	sources	source	NOUN
cana-2588	183	37	and	and	CCONJ
cana-2588	183	38	how	how	SCONJ
cana-2588	183	39	iot	iot	ADJ
cana-2588	183	40	system	system	NOUN
cana-2588	183	41	adoption	adoption	NOUN
cana-2588	183	42	affects	affect	VERB
cana-2588	183	43	the	the	DET
cana-2588	183	44	environment	environment	NOUN
cana-2588	183	45	.	.	PUNCT
cana-2588	184	1	iii	iii	X
cana-2588	184	2	.	.	PROPN
cana-2588	184	3	methodology	methodology	PROPN
cana-2588	184	4	a.	a.	NOUN
cana-2588	184	5	iot	iot	PROPN
cana-2588	184	6	sensors	sensor	NOUN
cana-2588	184	7	for	for	ADP
cana-2588	184	8	data	data	NOUN
cana-2588	184	9	collection	collection	NOUN
cana-2588	184	10	:	:	PUNCT
cana-2588	184	11	iot	iot	ADJ
cana-2588	184	12	sensors	sensor	NOUN
cana-2588	184	13	are	be	AUX
cana-2588	184	14	essential	essential	ADJ
cana-2588	184	15	for	for	ADP
cana-2588	184	16	improving	improve	VERB
cana-2588	184	17	precision	precision	NOUN
cana-2588	184	18	agriculture	agriculture	NOUN
cana-2588	184	19	because	because	SCONJ
cana-2588	184	20	they	they	PRON
cana-2588	184	21	make	make	VERB
cana-2588	184	22	it	it	PRON
cana-2588	184	23	possible	possible	ADJ
cana-2588	184	24	to	to	PART
cana-2588	184	25	continuously	continuously	ADV
cana-2588	184	26	monitor	monitor	VERB
cana-2588	184	27	a	a	DET
cana-2588	184	28	range	range	NOUN
cana-2588	184	29	of	of	ADP
cana-2588	184	30	soil	soil	NOUN
cana-2588	184	31	and	and	CCONJ
cana-2588	184	32	environmental	environmental	ADJ
cana-2588	184	33	conditions	condition	NOUN
cana-2588	184	34	.	.	PUNCT
cana-2588	185	1	these	these	DET
cana-2588	185	2	sensors	sensor	NOUN
cana-2588	185	3	may	may	AUX
cana-2588	185	4	be	be	AUX
cana-2588	185	5	positioned	position	VERB
cana-2588	185	6	strategically	strategically	ADV
cana-2588	185	7	across	across	ADP
cana-2588	185	8	agricultural	agricultural	ADJ
cana-2588	185	9	areas	area	NOUN
cana-2588	185	10	to	to	PART
cana-2588	185	11	collect	collect	VERB
cana-2588	185	12	data	datum	NOUN
cana-2588	185	13	in	in	ADP
cana-2588	185	14	real	real	ADJ
cana-2588	185	15	time	time	NOUN
cana-2588	185	16	on	on	ADP
cana-2588	185	17	important	important	ADJ
cana-2588	185	18	parameters	parameter	NOUN
cana-2588	185	19	including	include	VERB
cana-2588	185	20	temperature	temperature	NOUN
cana-2588	185	21	,	,	PUNCT
cana-2588	185	22	ph	ph	ADJ
cana-2588	185	23	,	,	PUNCT
cana-2588	185	24	moisture	moisture	NOUN
cana-2588	185	25	content	content	NOUN
cana-2588	185	26	,	,	PUNCT
cana-2588	185	27	and	and	CCONJ
cana-2588	185	28	soil	soil	NOUN
cana-2588	185	29	nutrients	nutrient	NOUN
cana-2588	185	30	.	.	PUNCT
cana-2588	186	1	a	a	DET
cana-2588	186	2	)	)	PUNCT
cana-2588	186	3	soil	soil	NOUN
cana-2588	186	4	moisture	moisture	NOUN
cana-2588	186	5	content	content	NOUN
cana-2588	186	6	equation	equation	NOUN
cana-2588	186	7	:	:	PUNCT
cana-2588	186	8	equation	equation	NOUN
cana-2588	186	9	(	(	PUNCT
cana-2588	186	10	1	1	X
cana-2588	186	11	)	)	PUNCT
cana-2588	186	12	determines	determine	VERB
cana-2588	186	13	the	the	DET
cana-2588	186	14	soil	soil	NOUN
cana-2588	186	15	's	's	PART
cana-2588	186	16	volumetric	volumetric	ADJ
cana-2588	186	17	water	water	NOUN
cana-2588	186	18	content	content	NOUN
cana-2588	186	19	(	(	PUNCT
cana-2588	186	20	vwc	vwc	PROPN
cana-2588	186	21	)	)	PUNCT
cana-2588	186	22	,	,	PUNCT
cana-2588	186	23	which	which	PRON
cana-2588	186	24	is	be	AUX
cana-2588	186	25	essential	essential	ADJ
cana-2588	186	26	for	for	ADP
cana-2588	186	27	figuring	figure	VERB
cana-2588	186	28	out	out	ADP
cana-2588	186	29	how	how	SCONJ
cana-2588	186	30	much	much	ADJ
cana-2588	186	31	irrigation	irrigation	NOUN
cana-2588	186	32	crops	crop	NOUN
cana-2588	186	33	require	require	VERB
cana-2588	186	34	.	.	PUNCT
cana-2588	187	1	iot	iot	ADJ
cana-2588	187	2	sensors	sensor	NOUN
cana-2588	187	3	that	that	PRON
cana-2588	187	4	detect	detect	VERB
cana-2588	187	5	soil	soil	NOUN
cana-2588	187	6	moisture	moisture	NOUN
cana-2588	187	7	content	content	NOUN
cana-2588	187	8	,	,	PUNCT
cana-2588	187	9	including	include	VERB
cana-2588	187	10	capacitance	capacitance	NOUN
cana-2588	187	11	or	or	CCONJ
cana-2588	187	12	resistive	resistive	ADJ
cana-2588	187	13	sensors	sensor	NOUN
cana-2588	187	14	,	,	PUNCT
cana-2588	187	15	offer	offer	VERB
cana-2588	187	16	data	datum	NOUN
cana-2588	187	17	in	in	ADP
cana-2588	187	18	real	real	ADJ
cana-2588	187	19	time	time	NOUN
cana-2588	187	20	.	.	PUNCT
cana-2588	188	1	precision	precision	NOUN
cana-2588	188	2	farming	farming	NOUN
cana-2588	188	3	requires	require	VERB
cana-2588	188	4	careful	careful	ADJ
cana-2588	188	5	observation	observation	NOUN
cana-2588	188	6	of	of	ADP
cana-2588	188	7	soil	soil	NOUN
cana-2588	188	8	moisture	moisture	NOUN
cana-2588	188	9	levels	level	NOUN
cana-2588	188	10	.	.	PUNCT
cana-2588	189	1	iot	iot	ADJ
cana-2588	189	2	sensors	sensor	NOUN
cana-2588	189	3	continuously	continuously	ADV
cana-2588	189	4	gather	gather	VERB
cana-2588	189	5	data	datum	NOUN
cana-2588	189	6	,	,	PUNCT
cana-2588	189	7	which	which	PRON
cana-2588	189	8	makes	make	VERB
cana-2588	189	9	it	it	PRON
cana-2588	189	10	possible	possible	ADJ
cana-2588	189	11	to	to	PART
cana-2588	189	12	schedule	schedule	VERB
cana-2588	189	13	irrigations	irrigation	NOUN
cana-2588	189	14	optimally	optimally	ADV
cana-2588	189	15	and	and	CCONJ
cana-2588	189	16	increase	increase	VERB
cana-2588	189	17	water	water	NOUN
cana-2588	189	18	efficiency	efficiency	NOUN
cana-2588	189	19	.	.	PUNCT
cana-2588	190	1	𝜃𝑣	𝜃𝑣	ADP
cana-2588	190	2	=	=	PUNCT
cana-2588	190	3	𝑣𝜔	𝑣𝜔	PROPN
cana-2588	190	4	𝑣𝑡	𝑣𝑡	ADP
cana-2588	190	5	(	(	PUNCT
cana-2588	190	6	1	1	NUM
cana-2588	190	7	)	)	PUNCT
cana-2588	190	8	where	where	SCONJ
cana-2588	190	9	,	,	PUNCT
cana-2588	190	10	𝜃𝑣	𝜃𝑣	ADV
cana-2588	190	11	is	be	AUX
cana-2588	190	12	volumetric	volumetric	ADJ
cana-2588	190	13	water	water	NOUN
cana-2588	190	14	content	content	NOUN
cana-2588	190	15	𝑣𝜔	𝑣𝜔	PROPN
cana-2588	190	16	is	be	AUX
cana-2588	190	17	volume	volume	NOUN
cana-2588	190	18	of	of	ADP
cana-2588	190	19	water	water	NOUN
cana-2588	190	20	in	in	ADP
cana-2588	190	21	the	the	DET
cana-2588	190	22	soil	soil	NOUN
cana-2588	190	23	𝑣𝑡	𝑣𝑡	NOUN
cana-2588	190	24	is	be	AUX
cana-2588	190	25	total	total	ADJ
cana-2588	190	26	volume	volume	NOUN
cana-2588	190	27	of	of	ADP
cana-2588	190	28	the	the	DET
cana-2588	190	29	soil	soil	NOUN
cana-2588	190	30	sample	sample	NOUN
cana-2588	190	31	communications	communication	NOUN
cana-2588	190	32	on	on	ADP
cana-2588	190	33	applied	apply	VERB
cana-2588	190	34	nonlinear	nonlinear	ADJ
cana-2588	190	35	analysis	analysis	NOUN
cana-2588	190	36	issn	issn	NOUN
cana-2588	190	37	:	:	PUNCT
cana-2588	190	38	1074	1074	NUM
cana-2588	190	39	-	-	PUNCT
cana-2588	190	40	133x	133x	NUM
cana-2588	190	41	vol	vol	NOUN
cana-2588	190	42	32	32	NUM
cana-2588	190	43	no	no	NOUN
cana-2588	190	44	.	.	PUNCT
cana-2588	191	1	3s	3s	NUM
cana-2588	191	2	(	(	PUNCT
cana-2588	191	3	2025	2025	NUM
cana-2588	191	4	)	)	PUNCT
cana-2588	191	5	185	185	NUM
cana-2588	191	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	191	7	b	b	X
cana-2588	191	8	)	)	PUNCT
cana-2588	191	9	nitrogen	nitrogen	NOUN
cana-2588	191	10	uptake	uptake	ADJ
cana-2588	191	11	efficiency	efficiency	NOUN
cana-2588	191	12	(	(	PUNCT
cana-2588	191	13	nue	nue	NOUN
cana-2588	191	14	)	)	PUNCT
cana-2588	191	15	equation	equation	NOUN
cana-2588	191	16	:	:	PUNCT
cana-2588	191	17	equation	equation	NOUN
cana-2588	191	18	(	(	PUNCT
cana-2588	191	19	2	2	X
cana-2588	191	20	)	)	PUNCT
cana-2588	191	21	calculates	calculate	VERB
cana-2588	191	22	how	how	SCONJ
cana-2588	191	23	well	well	ADV
cana-2588	191	24	plants	plant	NOUN
cana-2588	191	25	absorb	absorb	VERB
cana-2588	191	26	nitrogen	nitrogen	NOUN
cana-2588	191	27	,	,	PUNCT
cana-2588	191	28	which	which	PRON
cana-2588	191	29	is	be	AUX
cana-2588	191	30	crucial	crucial	ADJ
cana-2588	191	31	for	for	ADP
cana-2588	191	32	determining	determine	VERB
cana-2588	191	33	the	the	DET
cana-2588	191	34	fertility	fertility	NOUN
cana-2588	191	35	of	of	ADP
cana-2588	191	36	the	the	DET
cana-2588	191	37	soil	soil	NOUN
cana-2588	191	38	and	and	CCONJ
cana-2588	191	39	maximizing	maximize	VERB
cana-2588	191	40	the	the	DET
cana-2588	191	41	application	application	NOUN
cana-2588	191	42	of	of	ADP
cana-2588	191	43	fertilizers	fertilizer	NOUN
cana-2588	191	44	.	.	PUNCT
cana-2588	192	1	to	to	PART
cana-2588	192	2	compute	compute	VERB
cana-2588	192	3	nue	nue	PROPN
cana-2588	192	4	,	,	PUNCT
cana-2588	192	5	soil	soil	NOUN
cana-2588	192	6	nitrogen	nitrogen	NOUN
cana-2588	192	7	levels	level	NOUN
cana-2588	192	8	can	can	AUX
cana-2588	192	9	be	be	AUX
cana-2588	192	10	measured	measure	VERB
cana-2588	192	11	by	by	ADP
cana-2588	192	12	iot	iot	ADJ
cana-2588	192	13	sensors	sensor	NOUN
cana-2588	192	14	.	.	PUNCT
cana-2588	193	1	crop	crop	NOUN
cana-2588	193	2	yield	yield	NOUN
cana-2588	193	3	is	be	AUX
cana-2588	193	4	increased	increase	VERB
cana-2588	193	5	and	and	CCONJ
cana-2588	193	6	environmental	environmental	ADJ
cana-2588	193	7	impact	impact	NOUN
cana-2588	193	8	is	be	AUX
cana-2588	193	9	decreased	decrease	VERB
cana-2588	193	10	through	through	ADP
cana-2588	193	11	efficient	efficient	ADJ
cana-2588	193	12	use	use	NOUN
cana-2588	193	13	of	of	ADP
cana-2588	193	14	nitrogen	nitrogen	NOUN
cana-2588	193	15	.	.	PUNCT
cana-2588	194	1	iot	iot	VERB
cana-2588	194	2	-	-	PUNCT
cana-2588	194	3	enabled	enable	VERB
cana-2588	194	4	solutions	solution	NOUN
cana-2588	194	5	optimize	optimize	VERB
cana-2588	194	6	fertilizer	fertilizer	NOUN
cana-2588	194	7	application	application	NOUN
cana-2588	194	8	by	by	ADP
cana-2588	194	9	monitoring	monitor	VERB
cana-2588	194	10	and	and	CCONJ
cana-2588	194	11	controlling	control	VERB
cana-2588	194	12	nitrogen	nitrogen	NOUN
cana-2588	194	13	levels	level	NOUN
cana-2588	194	14	.	.	PUNCT
cana-2588	195	1	𝑁𝑈𝐸	𝑁𝑈𝐸	NOUN
cana-2588	195	2	=	=	SYM
cana-2588	196	1	𝑌𝑓	𝑌𝑓	INTJ
cana-2588	196	2	−	−	PROPN
cana-2588	196	3	𝑌0	𝑌0	NOUN
cana-2588	196	4	𝐹	𝐹	PROPN
cana-2588	196	5	(	(	PUNCT
cana-2588	196	6	2	2	NUM
cana-2588	196	7	)	)	PUNCT
cana-2588	196	8	where	where	SCONJ
cana-2588	196	9	,	,	PUNCT
cana-2588	196	10	nue	nue	PROPN
cana-2588	196	11	is	be	AUX
cana-2588	196	12	nitrogen	nitrogen	NOUN
cana-2588	196	13	uptake	uptake	ADJ
cana-2588	196	14	efficiency	efficiency	NOUN
cana-2588	197	1	𝑌𝑓	𝑌𝑓	ADV
cana-2588	197	2	is	be	AUX
cana-2588	197	3	crop	crop	NOUN
cana-2588	197	4	yield	yield	NOUN
cana-2588	197	5	with	with	ADP
cana-2588	197	6	nitrogen	nitrogen	NOUN
cana-2588	197	7	fertilizer	fertilizer	NOUN
cana-2588	197	8	𝑌0	𝑌0	NOUN
cana-2588	197	9	is	be	AUX
cana-2588	197	10	crop	crop	NOUN
cana-2588	197	11	yield	yield	NOUN
cana-2588	197	12	without	without	ADP
cana-2588	197	13	nitrogen	nitrogen	NOUN
cana-2588	197	14	fertilizer	fertilizer	NOUN
cana-2588	197	15	𝐹	𝐹	PROPN
cana-2588	197	16	is	be	AUX
cana-2588	197	17	amount	amount	NOUN
cana-2588	197	18	of	of	ADP
cana-2588	197	19	nitrogen	nitrogen	NOUN
cana-2588	197	20	fertilizer	fertilizer	NOUN
cana-2588	197	21	applied	apply	VERB
cana-2588	197	22	c	c	NOUN
cana-2588	197	23	)	)	PUNCT
cana-2588	197	24	chlorophyll	chlorophyll	NOUN
cana-2588	197	25	content	content	NOUN
cana-2588	197	26	index	index	NOUN
cana-2588	197	27	(	(	PUNCT
cana-2588	197	28	cci	cci	NOUN
cana-2588	197	29	)	)	PUNCT
cana-2588	197	30	equation	equation	NOUN
cana-2588	197	31	:	:	PUNCT
cana-2588	197	32	in	in	ADP
cana-2588	197	33	equation	equation	NOUN
cana-2588	197	34	(	(	PUNCT
cana-2588	197	35	3	3	X
cana-2588	197	36	)	)	PUNCT
cana-2588	197	37	the	the	DET
cana-2588	197	38	chlorophyll	chlorophyll	NOUN
cana-2588	197	39	content	content	NOUN
cana-2588	197	40	of	of	ADP
cana-2588	197	41	leaves	leave	NOUN
cana-2588	197	42	,	,	PUNCT
cana-2588	197	43	a	a	DET
cana-2588	197	44	measure	measure	NOUN
cana-2588	197	45	of	of	ADP
cana-2588	197	46	the	the	DET
cana-2588	197	47	health	health	NOUN
cana-2588	197	48	and	and	CCONJ
cana-2588	197	49	nutritional	nutritional	ADJ
cana-2588	197	50	state	state	NOUN
cana-2588	197	51	of	of	ADP
cana-2588	197	52	plants	plant	NOUN
cana-2588	197	53	,	,	PUNCT
cana-2588	197	54	is	be	AUX
cana-2588	197	55	estimated	estimate	VERB
cana-2588	197	56	using	use	VERB
cana-2588	197	57	cci	cci	PROPN
cana-2588	197	58	.	.	PUNCT
cana-2588	198	1	data	datum	NOUN
cana-2588	198	2	collection	collection	NOUN
cana-2588	198	3	for	for	ADP
cana-2588	198	4	cci	cci	NOUN
cana-2588	198	5	computation	computation	NOUN
cana-2588	198	6	can	can	AUX
cana-2588	198	7	be	be	AUX
cana-2588	198	8	done	do	VERB
cana-2588	198	9	via	via	ADP
cana-2588	198	10	iot	iot	NOUN
cana-2588	198	11	-	-	PUNCT
cana-2588	198	12	based	base	VERB
cana-2588	198	13	spectrometers	spectrometer	NOUN
cana-2588	198	14	or	or	CCONJ
cana-2588	198	15	webcams	webcam	NOUN
cana-2588	198	16	.	.	PUNCT
cana-2588	199	1	iot	iot	PROPN
cana-2588	199	2	sensors	sensor	NOUN
cana-2588	199	3	assist	assist	VERB
cana-2588	199	4	identify	identify	VERB
cana-2588	199	5	the	the	DET
cana-2588	199	6	nutritional	nutritional	ADJ
cana-2588	199	7	health	health	NOUN
cana-2588	199	8	of	of	ADP
cana-2588	199	9	crops	crop	NOUN
cana-2588	199	10	by	by	ADP
cana-2588	199	11	measuring	measure	VERB
cana-2588	199	12	chlorophyll	chlorophyll	NOUN
cana-2588	199	13	levels	level	NOUN
cana-2588	199	14	.	.	PUNCT
cana-2588	200	1	this	this	PRON
cana-2588	200	2	allows	allow	VERB
cana-2588	200	3	for	for	ADP
cana-2588	200	4	targeted	target	VERB
cana-2588	200	5	fertilization	fertilization	NOUN
cana-2588	200	6	,	,	PUNCT
cana-2588	200	7	which	which	PRON
cana-2588	200	8	increases	increase	VERB
cana-2588	200	9	crop	crop	NOUN
cana-2588	200	10	yield	yield	NOUN
cana-2588	200	11	.	.	PUNCT
cana-2588	201	1	𝐶	𝐶	PROPN
cana-2588	201	2	=	=	SYM
cana-2588	201	3	𝑅𝑁𝐼𝑅	𝑅𝑁𝐼𝑅	PROPN
cana-2588	201	4	𝑅𝑅𝑒𝑑	𝑅𝑅𝑒𝑑	NOUN
cana-2588	201	5	−	−	PROPN
cana-2588	201	6	1	1	NUM
cana-2588	201	7	(	(	PUNCT
cana-2588	201	8	3	3	NUM
cana-2588	201	9	)	)	PUNCT
cana-2588	201	10	where	where	SCONJ
cana-2588	201	11	,	,	PUNCT
cana-2588	201	12	c	c	PROPN
cana-2588	201	13	is	be	AUX
cana-2588	201	14	chlorophyll	chlorophyll	NOUN
cana-2588	201	15	content	content	NOUN
cana-2588	201	16	index	index	NOUN
cana-2588	201	17	𝑅𝑁𝐼𝑅	𝑅𝑁𝐼𝑅	PROPN
cana-2588	201	18	is	be	AUX
cana-2588	201	19	reflectance	reflectance	NOUN
cana-2588	201	20	in	in	ADP
cana-2588	201	21	the	the	DET
cana-2588	201	22	near	near	ADV
cana-2588	201	23	-	-	PUNCT
cana-2588	201	24	infrared	infrared	ADJ
cana-2588	201	25	band	band	NOUN
cana-2588	201	26	𝑅𝑅𝑒𝑑	𝑅𝑅𝑒𝑑	PROPN
cana-2588	201	27	is	be	AUX
cana-2588	201	28	reflectance	reflectance	NOUN
cana-2588	201	29	in	in	ADP
cana-2588	201	30	the	the	DET
cana-2588	201	31	red	red	ADJ
cana-2588	201	32	band	band	NOUN
cana-2588	201	33	d	d	NOUN
cana-2588	201	34	)	)	PUNCT
cana-2588	201	35	soil	soil	NOUN
cana-2588	201	36	electrical	electrical	ADJ
cana-2588	201	37	conductivity	conductivity	NOUN
cana-2588	201	38	(	(	PUNCT
cana-2588	201	39	ec	ec	PROPN
cana-2588	201	40	)	)	PUNCT
cana-2588	201	41	equation	equation	NOUN
cana-2588	201	42	:	:	PUNCT
cana-2588	201	43	in	in	ADP
cana-2588	201	44	equation	equation	NOUN
cana-2588	201	45	(	(	PUNCT
cana-2588	201	46	4	4	X
cana-2588	201	47	)	)	PUNCT
cana-2588	201	48	the	the	DET
cana-2588	201	49	electrical	electrical	ADJ
cana-2588	201	50	conductivity	conductivity	NOUN
cana-2588	201	51	(	(	PUNCT
cana-2588	201	52	ec	ec	PROPN
cana-2588	201	53	)	)	PUNCT
cana-2588	201	54	of	of	ADP
cana-2588	201	55	soil	soil	NOUN
cana-2588	201	56	is	be	AUX
cana-2588	201	57	a	a	DET
cana-2588	201	58	function	function	NOUN
cana-2588	201	59	of	of	ADP
cana-2588	201	60	its	its	PRON
cana-2588	201	61	salinity	salinity	NOUN
cana-2588	201	62	,	,	PUNCT
cana-2588	201	63	moisture	moisture	NOUN
cana-2588	201	64	content	content	NOUN
cana-2588	201	65	,	,	PUNCT
cana-2588	201	66	and	and	CCONJ
cana-2588	201	67	nutrient	nutrient	ADJ
cana-2588	201	68	levels	level	NOUN
cana-2588	201	69	.	.	PUNCT
cana-2588	202	1	to	to	PART
cana-2588	202	2	evaluate	evaluate	VERB
cana-2588	202	3	the	the	DET
cana-2588	202	4	health	health	NOUN
cana-2588	202	5	of	of	ADP
cana-2588	202	6	the	the	DET
cana-2588	202	7	soil	soil	NOUN
cana-2588	202	8	,	,	PUNCT
cana-2588	202	9	iot	iot	ADJ
cana-2588	202	10	sensors	sensor	NOUN
cana-2588	202	11	can	can	AUX
cana-2588	202	12	detect	detect	VERB
cana-2588	202	13	ec	ec	PROPN
cana-2588	202	14	.	.	PUNCT
cana-2588	203	1	through	through	ADP
cana-2588	203	2	iot	iot	NOUN
cana-2588	203	3	-	-	PUNCT
cana-2588	203	4	enabled	enable	VERB
cana-2588	203	5	monitoring	monitoring	NOUN
cana-2588	203	6	,	,	PUNCT
cana-2588	203	7	ec	ec	PROPN
cana-2588	203	8	measurements	measurement	NOUN
cana-2588	203	9	provide	provide	VERB
cana-2588	203	10	information	information	NOUN
cana-2588	203	11	about	about	ADP
cana-2588	203	12	the	the	DET
cana-2588	203	13	salinity	salinity	NOUN
cana-2588	203	14	and	and	CCONJ
cana-2588	203	15	fertility	fertility	NOUN
cana-2588	203	16	of	of	ADP
cana-2588	203	17	the	the	DET
cana-2588	203	18	soil	soil	NOUN
cana-2588	203	19	,	,	PUNCT
cana-2588	203	20	driving	drive	VERB
cana-2588	203	21	precision	precision	NOUN
cana-2588	203	22	agriculture	agriculture	NOUN
cana-2588	203	23	activities	activity	NOUN
cana-2588	203	24	like	like	ADP
cana-2588	203	25	fertilization	fertilization	NOUN
cana-2588	203	26	and	and	CCONJ
cana-2588	203	27	irrigation	irrigation	NOUN
cana-2588	203	28	.	.	PUNCT
cana-2588	204	1	𝐸	𝐸	PROPN
cana-2588	204	2	=	=	SYM
cana-2588	204	3	1	1	NUM
cana-2588	204	4	𝑅	𝑅	PROPN
cana-2588	204	5	∗	∗	NOUN
cana-2588	204	6	𝐿	𝐿	PROPN
cana-2588	204	7	𝐴	𝐴	PROPN
cana-2588	204	8	(	(	PUNCT
cana-2588	204	9	4	4	NUM
cana-2588	204	10	)	)	PUNCT
cana-2588	204	11	where	where	SCONJ
cana-2588	204	12	,	,	PUNCT
cana-2588	204	13	e	e	PROPN
cana-2588	204	14	is	be	AUX
cana-2588	204	15	soil	soil	NOUN
cana-2588	204	16	electrical	electrical	ADJ
cana-2588	204	17	conductivity	conductivity	NOUN
cana-2588	204	18	r	r	NOUN
cana-2588	204	19	is	be	AUX
cana-2588	204	20	resistance	resistance	NOUN
cana-2588	204	21	of	of	ADP
cana-2588	204	22	the	the	DET
cana-2588	204	23	soil	soil	NOUN
cana-2588	204	24	sample	sample	NOUN
cana-2588	204	25	l	l	NOUN
cana-2588	204	26	is	be	AUX
cana-2588	204	27	length	length	NOUN
cana-2588	204	28	of	of	ADP
cana-2588	204	29	the	the	DET
cana-2588	204	30	soil	soil	NOUN
cana-2588	204	31	sample	sample	NOUN
cana-2588	204	32	a	a	PRON
cana-2588	204	33	is	be	AUX
cana-2588	204	34	the	the	DET
cana-2588	204	35	cross	cross	ADJ
cana-2588	204	36	-	-	ADJ
cana-2588	204	37	sectional	sectional	ADJ
cana-2588	204	38	area	area	NOUN
cana-2588	204	39	of	of	ADP
cana-2588	204	40	the	the	DET
cana-2588	204	41	soil	soil	NOUN
cana-2588	204	42	sample	sample	NOUN
cana-2588	204	43	communications	communication	NOUN
cana-2588	204	44	on	on	ADP
cana-2588	204	45	applied	apply	VERB
cana-2588	204	46	nonlinear	nonlinear	ADJ
cana-2588	204	47	analysis	analysis	NOUN
cana-2588	204	48	issn	issn	NOUN
cana-2588	204	49	:	:	PUNCT
cana-2588	204	50	1074	1074	NUM
cana-2588	204	51	-	-	PUNCT
cana-2588	204	52	133x	133x	NUM
cana-2588	204	53	vol	vol	NOUN
cana-2588	204	54	32	32	NUM
cana-2588	204	55	no	no	NOUN
cana-2588	204	56	.	.	PUNCT
cana-2588	205	1	3s	3s	NUM
cana-2588	205	2	(	(	PUNCT
cana-2588	205	3	2025	2025	NUM
cana-2588	205	4	)	)	PUNCT
cana-2588	205	5	186	186	NUM
cana-2588	205	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	205	7	b.	b.	NOUN
cana-2588	205	8	machine	machine	NOUN
cana-2588	205	9	learning	learn	VERB
cana-2588	205	10	algorithms	algorithm	NOUN
cana-2588	205	11	:	:	PUNCT
cana-2588	205	12	soil	soil	NOUN
cana-2588	205	13	and	and	CCONJ
cana-2588	205	14	climate	climate	NOUN
cana-2588	205	15	data	datum	NOUN
cana-2588	205	16	can	can	AUX
cana-2588	205	17	be	be	AUX
cana-2588	205	18	analysed	analyse	VERB
cana-2588	205	19	using	use	VERB
cana-2588	205	20	a	a	DET
cana-2588	205	21	variety	variety	NOUN
cana-2588	205	22	of	of	ADP
cana-2588	205	23	machine	machine	NOUN
cana-2588	205	24	learning	learning	NOUN
cana-2588	205	25	approaches	approach	NOUN
cana-2588	205	26	,	,	PUNCT
cana-2588	205	27	such	such	ADJ
cana-2588	205	28	as	as	ADP
cana-2588	205	29	decision	decision	NOUN
cana-2588	205	30	trees	tree	NOUN
cana-2588	205	31	,	,	PUNCT
cana-2588	205	32	random	random	ADJ
cana-2588	205	33	forests	forest	NOUN
cana-2588	205	34	,	,	PUNCT
cana-2588	205	35	support	support	NOUN
cana-2588	205	36	vector	vector	NOUN
cana-2588	205	37	machines	machine	NOUN
cana-2588	205	38	(	(	PUNCT
cana-2588	205	39	svm	svm	PROPN
cana-2588	205	40	)	)	PUNCT
cana-2588	205	41	,	,	PUNCT
cana-2588	205	42	and	and	CCONJ
cana-2588	205	43	neural	neural	ADJ
cana-2588	205	44	networks	network	NOUN
cana-2588	205	45	,	,	PUNCT
cana-2588	205	46	for	for	ADP
cana-2588	205	47	crop	crop	NOUN
cana-2588	205	48	recommendation	recommendation	NOUN
cana-2588	205	49	systems	system	NOUN
cana-2588	205	50	.	.	PUNCT
cana-2588	206	1	a	a	DET
cana-2588	206	2	)	)	PUNCT
cana-2588	206	3	linear	linear	ADJ
cana-2588	206	4	regression	regression	NOUN
cana-2588	206	5	equation	equation	NOUN
cana-2588	206	6	:	:	PUNCT
cana-2588	206	7	one	one	NUM
cana-2588	206	8	of	of	ADP
cana-2588	206	9	the	the	DET
cana-2588	206	10	most	most	ADV
cana-2588	206	11	basic	basic	ADJ
cana-2588	206	12	machine	machine	NOUN
cana-2588	206	13	learning	learn	VERB
cana-2588	206	14	techniques	technique	NOUN
cana-2588	206	15	,	,	PUNCT
cana-2588	206	16	linear	linear	ADJ
cana-2588	206	17	regression	regression	NOUN
cana-2588	206	18	is	be	AUX
cana-2588	206	19	frequently	frequently	ADV
cana-2588	206	20	applied	apply	VERB
cana-2588	206	21	to	to	ADP
cana-2588	206	22	predictive	predictive	ADJ
cana-2588	206	23	modelling	modelling	NOUN
cana-2588	206	24	.	.	PUNCT
cana-2588	207	1	based	base	VERB
cana-2588	207	2	on	on	ADP
cana-2588	207	3	several	several	ADJ
cana-2588	207	4	input	input	NOUN
cana-2588	207	5	features	feature	NOUN
cana-2588	207	6	,	,	PUNCT
cana-2588	207	7	it	it	PRON
cana-2588	207	8	can	can	AUX
cana-2588	207	9	be	be	AUX
cana-2588	207	10	utilized	utilize	VERB
cana-2588	207	11	in	in	ADP
cana-2588	207	12	precision	precision	NOUN
cana-2588	207	13	agriculture	agriculture	NOUN
cana-2588	207	14	to	to	PART
cana-2588	207	15	estimate	estimate	VERB
cana-2588	207	16	crop	crop	NOUN
cana-2588	207	17	yields	yield	NOUN
cana-2588	207	18	or	or	CCONJ
cana-2588	207	19	nutrient	nutrient	NOUN
cana-2588	207	20	levels	level	NOUN
cana-2588	207	21	.	.	PUNCT
cana-2588	208	1	equation	equation	NOUN
cana-2588	208	2	(	(	PUNCT
cana-2588	208	3	5	5	NUM
cana-2588	208	4	)	)	PUNCT
cana-2588	208	5	is	be	AUX
cana-2588	208	6	important	important	ADJ
cana-2588	208	7	because	because	SCONJ
cana-2588	208	8	it	it	PRON
cana-2588	208	9	facilitates	facilitate	VERB
cana-2588	208	10	the	the	DET
cana-2588	208	11	modelling	modelling	NOUN
cana-2588	208	12	of	of	ADP
cana-2588	208	13	the	the	DET
cana-2588	208	14	correlations	correlation	NOUN
cana-2588	208	15	between	between	ADP
cana-2588	208	16	crop	crop	NOUN
cana-2588	208	17	yields	yield	NOUN
cana-2588	208	18	and	and	CCONJ
cana-2588	208	19	soil	soil	NOUN
cana-2588	208	20	nutrients	nutrient	NOUN
cana-2588	208	21	,	,	PUNCT
cana-2588	208	22	which	which	PRON
cana-2588	208	23	helps	help	VERB
cana-2588	208	24	determine	determine	VERB
cana-2588	208	25	the	the	DET
cana-2588	208	26	best	good	ADJ
cana-2588	208	27	rates	rate	NOUN
cana-2588	208	28	at	at	ADP
cana-2588	208	29	which	which	PRON
cana-2588	208	30	to	to	PART
cana-2588	208	31	apply	apply	VERB
cana-2588	208	32	fertilizer	fertilizer	NOUN
cana-2588	208	33	to	to	PART
cana-2588	208	34	maximize	maximize	VERB
cana-2588	208	35	crop	crop	NOUN
cana-2588	208	36	productivity	productivity	NOUN
cana-2588	208	37	.	.	PUNCT
cana-2588	209	1	𝑦	𝑦	NOUN
cana-2588	209	2	=	=	SYM
cana-2588	209	3	𝛽0	𝛽0	PROPN
cana-2588	209	4	+	+	CCONJ
cana-2588	209	5	𝛽1𝑥1	𝛽1𝑥1	PROPN
cana-2588	209	6	+	+	CCONJ
cana-2588	209	7	𝛽2𝑥2	𝛽2𝑥2	X
cana-2588	209	8	+	+	X
cana-2588	209	9	⋯	⋯	VERB
cana-2588	209	10	+	+	CCONJ
cana-2588	209	11	𝛽𝑛𝑥𝑛+	𝛽𝑛𝑥𝑛+	X
cana-2588	209	12	∈	∈	PROPN
cana-2588	209	13	(	(	PUNCT
cana-2588	209	14	5	5	NUM
cana-2588	209	15	)	)	PUNCT
cana-2588	209	16	where	where	SCONJ
cana-2588	209	17	,	,	PUNCT
cana-2588	209	18	𝑦	𝑦	NOUN
cana-2588	209	19	is	be	AUX
cana-2588	209	20	dependent	dependent	ADJ
cana-2588	209	21	variable	variable	ADJ
cana-2588	209	22	𝛽0	𝛽0	NOUN
cana-2588	209	23	is	be	AUX
cana-2588	209	24	intercept	intercept	NOUN
cana-2588	209	25	term	term	NOUN
cana-2588	209	26	𝛽1	𝛽1	NOUN
cana-2588	209	27	,	,	PUNCT
cana-2588	209	28	𝛽2	𝛽2	PROPN
cana-2588	209	29	,	,	PUNCT
cana-2588	209	30	…	…	PUNCT
cana-2588	209	31	…	…	PUNCT
cana-2588	209	32	,	,	PUNCT
cana-2588	209	33	𝛽𝑛	𝛽𝑛	PROPN
cana-2588	209	34	is	be	AUX
cana-2588	209	35	coefficients	coefficient	NOUN
cana-2588	209	36	of	of	ADP
cana-2588	209	37	the	the	DET
cana-2588	209	38	independent	independent	ADJ
cana-2588	209	39	variables	variables	PROPN
cana-2588	209	40	𝑥1	𝑥1	PROPN
cana-2588	209	41	,	,	PUNCT
cana-2588	209	42	𝑥2	𝑥2	NOUN
cana-2588	209	43	,	,	PUNCT
cana-2588	209	44	…	…	PUNCT
cana-2588	209	45	…	…	PUNCT
cana-2588	209	46	,	,	PUNCT
cana-2588	209	47	𝑥𝑛	𝑥𝑛	PROPN
cana-2588	209	48	is	be	AUX
cana-2588	209	49	independent	independent	ADJ
cana-2588	209	50	variables	variable	NOUN
cana-2588	209	51	∈	∈	PROPN
cana-2588	209	52	is	be	AUX
cana-2588	209	53	error	error	NOUN
cana-2588	209	54	term	term	NOUN
cana-2588	209	55	b	b	NOUN
cana-2588	209	56	)	)	PUNCT
cana-2588	209	57	logistic	logistic	ADJ
cana-2588	209	58	regression	regression	NOUN
cana-2588	209	59	equation	equation	NOUN
cana-2588	209	60	:	:	PUNCT
cana-2588	209	61	in	in	ADP
cana-2588	209	62	equation	equation	NOUN
cana-2588	209	63	(	(	PUNCT
cana-2588	209	64	6	6	NUM
cana-2588	209	65	)	)	PUNCT
cana-2588	209	66	for	for	ADP
cana-2588	209	67	binary	binary	ADJ
cana-2588	209	68	classification	classification	NOUN
cana-2588	209	69	issues	issue	NOUN
cana-2588	209	70	,	,	PUNCT
cana-2588	209	71	logistic	logistic	ADJ
cana-2588	209	72	regression	regression	NOUN
cana-2588	209	73	is	be	AUX
cana-2588	209	74	employed	employ	VERB
cana-2588	209	75	.	.	PUNCT
cana-2588	210	1	based	base	VERB
cana-2588	210	2	on	on	ADP
cana-2588	210	3	input	input	NOUN
cana-2588	210	4	data	datum	NOUN
cana-2588	210	5	,	,	PUNCT
cana-2588	210	6	precision	precision	NOUN
cana-2588	210	7	agriculture	agriculture	NOUN
cana-2588	210	8	can	can	AUX
cana-2588	210	9	classify	classify	VERB
cana-2588	210	10	soil	soil	NOUN
cana-2588	210	11	types	type	NOUN
cana-2588	210	12	or	or	CCONJ
cana-2588	210	13	the	the	DET
cana-2588	210	14	probability	probability	NOUN
cana-2588	210	15	of	of	ADP
cana-2588	210	16	a	a	DET
cana-2588	210	17	disease	disease	NOUN
cana-2588	210	18	outbreak	outbreak	NOUN
cana-2588	210	19	.	.	PUNCT
cana-2588	211	1	for	for	ADP
cana-2588	211	2	regression	regression	NOUN
cana-2588	211	3	and	and	CCONJ
cana-2588	211	4	classification	classification	NOUN
cana-2588	211	5	,	,	PUNCT
cana-2588	211	6	supervised	supervised	ADJ
cana-2588	211	7	learning	learning	NOUN
cana-2588	211	8	models	model	NOUN
cana-2588	211	9	like	like	ADP
cana-2588	211	10	svm	svm	PROPN
cana-2588	211	11	are	be	AUX
cana-2588	211	12	employed	employ	VERB
cana-2588	211	13	.	.	PUNCT
cana-2588	212	1	to	to	PART
cana-2588	212	2	divide	divide	VERB
cana-2588	212	3	several	several	ADJ
cana-2588	212	4	classes	class	NOUN
cana-2588	212	5	,	,	PUNCT
cana-2588	212	6	it	it	PRON
cana-2588	212	7	builds	build	VERB
cana-2588	212	8	a	a	DET
cana-2588	212	9	hyperplane	hyperplane	NOUN
cana-2588	212	10	or	or	CCONJ
cana-2588	212	11	collection	collection	NOUN
cana-2588	212	12	of	of	ADP
cana-2588	212	13	hyperplanes	hyperplane	NOUN
cana-2588	212	14	in	in	ADP
cana-2588	212	15	a	a	DET
cana-2588	212	16	high	high	ADJ
cana-2588	212	17	-	-	PUNCT
cana-2588	212	18	dimensional	dimensional	ADJ
cana-2588	212	19	space	space	NOUN
cana-2588	212	20	.	.	PUNCT
cana-2588	213	1	𝑃	𝑃	NOUN
cana-2588	213	2	(	(	PUNCT
cana-2588	213	3	𝑦	𝑦	NOUN
cana-2588	213	4	=	=	SYM
cana-2588	213	5	1	1	NUM
cana-2588	213	6	)	)	PUNCT
cana-2588	213	7	=	=	SYM
cana-2588	213	8	1	1	NUM
cana-2588	213	9	1	1	NUM
cana-2588	213	10	+	+	NUM
cana-2588	213	11	𝑒−(𝛽0	𝑒−(𝛽0	NUM
cana-2588	213	12	+	+	ADJ
cana-2588	213	13	𝛽1𝑥1	𝛽1𝑥1	ADJ
cana-2588	213	14	+	+	ADJ
cana-2588	213	15	𝛽2𝑥2+⋯+	𝛽2𝑥2+⋯+	NOUN
cana-2588	213	16	𝛽𝑛𝑥𝑛	𝛽𝑛𝑥𝑛	NOUN
cana-2588	213	17	)	)	PUNCT
cana-2588	213	18	(	(	PUNCT
cana-2588	213	19	6	6	NUM
cana-2588	213	20	)	)	PUNCT
cana-2588	213	21	where	where	SCONJ
cana-2588	213	22	,	,	PUNCT
cana-2588	213	23	𝑃	𝑃	PROPN
cana-2588	213	24	(	(	PUNCT
cana-2588	213	25	𝑦	𝑦	NOUN
cana-2588	213	26	=	=	SYM
cana-2588	213	27	1	1	NUM
cana-2588	213	28	)	)	PUNCT
cana-2588	213	29	is	be	AUX
cana-2588	213	30	probability	probability	NOUN
cana-2588	213	31	of	of	ADP
cana-2588	213	32	the	the	DET
cana-2588	213	33	outcome	outcome	NOUN
cana-2588	213	34	occurring	occur	VERB
cana-2588	213	35	𝛽0	𝛽0	NOUN
cana-2588	213	36	is	be	AUX
cana-2588	213	37	intercept	intercept	NOUN
cana-2588	213	38	term	term	NOUN
cana-2588	213	39	𝛽1	𝛽1	NOUN
cana-2588	213	40	,	,	PUNCT
cana-2588	213	41	𝛽2	𝛽2	PROPN
cana-2588	213	42	,	,	PUNCT
cana-2588	213	43	…	…	PUNCT
cana-2588	213	44	…	…	PUNCT
cana-2588	213	45	,	,	PUNCT
cana-2588	213	46	𝛽𝑛	𝛽𝑛	PROPN
cana-2588	213	47	is	be	AUX
cana-2588	213	48	coefficients	coefficient	NOUN
cana-2588	213	49	of	of	ADP
cana-2588	213	50	the	the	DET
cana-2588	213	51	independent	independent	ADJ
cana-2588	213	52	variables	variables	PROPN
cana-2588	213	53	𝑥1	𝑥1	PROPN
cana-2588	213	54	,	,	PUNCT
cana-2588	213	55	𝑥2	𝑥2	NOUN
cana-2588	213	56	,	,	PUNCT
cana-2588	213	57	…	…	PUNCT
cana-2588	213	58	…	…	PUNCT
cana-2588	213	59	,	,	PUNCT
cana-2588	213	60	𝑥𝑛	𝑥𝑛	PROPN
cana-2588	213	61	is	be	AUX
cana-2588	213	62	independent	independent	ADJ
cana-2588	213	63	variables	variable	NOUN
cana-2588	213	64	c	c	NOUN
cana-2588	213	65	)	)	PUNCT
cana-2588	213	66	support	support	NOUN
cana-2588	213	67	vector	vector	NOUN
cana-2588	213	68	machine	machine	NOUN
cana-2588	213	69	(	(	PUNCT
cana-2588	213	70	svm	svm	ADJ
cana-2588	213	71	)	)	PUNCT
cana-2588	213	72	decision	decision	NOUN
cana-2588	213	73	boundary	boundary	NOUN
cana-2588	213	74	:	:	PUNCT
cana-2588	213	75	in	in	ADP
cana-2588	213	76	equation	equation	NOUN
cana-2588	213	77	(	(	PUNCT
cana-2588	213	78	7	7	NUM
cana-2588	213	79	)	)	PUNCT
cana-2588	213	80	for	for	ADP
cana-2588	213	81	regression	regression	NOUN
cana-2588	213	82	and	and	CCONJ
cana-2588	213	83	classification	classification	NOUN
cana-2588	213	84	,	,	PUNCT
cana-2588	213	85	supervised	supervised	ADJ
cana-2588	213	86	learning	learning	NOUN
cana-2588	213	87	models	model	NOUN
cana-2588	213	88	like	like	ADP
cana-2588	213	89	svm	svm	PROPN
cana-2588	213	90	are	be	AUX
cana-2588	213	91	employed	employ	VERB
cana-2588	213	92	.	.	PUNCT
cana-2588	214	1	to	to	PART
cana-2588	214	2	divide	divide	VERB
cana-2588	214	3	several	several	ADJ
cana-2588	214	4	classes	class	NOUN
cana-2588	214	5	,	,	PUNCT
cana-2588	214	6	it	it	PRON
cana-2588	214	7	builds	build	VERB
cana-2588	214	8	a	a	DET
cana-2588	214	9	hyperplane	hyperplane	NOUN
cana-2588	214	10	or	or	CCONJ
cana-2588	214	11	collection	collection	NOUN
cana-2588	214	12	of	of	ADP
cana-2588	214	13	hyperplanes	hyperplane	NOUN
cana-2588	214	14	in	in	ADP
cana-2588	214	15	a	a	DET
cana-2588	214	16	high	high	ADJ
cana-2588	214	17	-	-	PUNCT
cana-2588	214	18	dimensional	dimensional	ADJ
cana-2588	214	19	space	space	NOUN
cana-2588	214	20	.	.	PUNCT
cana-2588	215	1	more	more	ADV
cana-2588	215	2	precise	precise	ADJ
cana-2588	215	3	crop	crop	NOUN
cana-2588	215	4	recommendations	recommendation	NOUN
cana-2588	215	5	are	be	AUX
cana-2588	215	6	made	make	VERB
cana-2588	215	7	possible	possible	ADJ
cana-2588	215	8	by	by	ADP
cana-2588	215	9	this	this	DET
cana-2588	215	10	equation	equation	NOUN
cana-2588	215	11	,	,	PUNCT
cana-2588	215	12	which	which	PRON
cana-2588	215	13	aids	aid	VERB
cana-2588	215	14	in	in	ADP
cana-2588	215	15	the	the	DET
cana-2588	215	16	classification	classification	NOUN
cana-2588	215	17	of	of	ADP
cana-2588	215	18	various	various	ADJ
cana-2588	215	19	soil	soil	NOUN
cana-2588	215	20	types	type	NOUN
cana-2588	215	21	and	and	CCONJ
cana-2588	215	22	the	the	DET
cana-2588	215	23	prediction	prediction	NOUN
cana-2588	215	24	of	of	ADP
cana-2588	215	25	crop	crop	NOUN
cana-2588	215	26	compatibility	compatibility	NOUN
cana-2588	215	27	based	base	VERB
cana-2588	215	28	on	on	ADP
cana-2588	215	29	soil	soil	NOUN
cana-2588	215	30	parameters	parameter	NOUN
cana-2588	215	31	.	.	PUNCT
cana-2588	216	1	𝑤.	𝑤.	NOUN
cana-2588	216	2	𝑥	𝑥	NOUN
cana-2588	217	1	+	+	CCONJ
cana-2588	217	2	𝑏	𝑏	NOUN
cana-2588	217	3	=	=	SYM
cana-2588	217	4	0	0	NUM
cana-2588	217	5	(	(	PUNCT
cana-2588	217	6	7	7	NUM
cana-2588	217	7	)	)	PUNCT
cana-2588	217	8	communications	communication	NOUN
cana-2588	217	9	on	on	ADP
cana-2588	217	10	applied	apply	VERB
cana-2588	217	11	nonlinear	nonlinear	ADJ
cana-2588	217	12	analysis	analysis	NOUN
cana-2588	217	13	issn	issn	NOUN
cana-2588	217	14	:	:	PUNCT
cana-2588	217	15	1074	1074	NUM
cana-2588	217	16	-	-	PUNCT
cana-2588	217	17	133x	133x	NUM
cana-2588	217	18	vol	vol	NOUN
cana-2588	217	19	32	32	NUM
cana-2588	217	20	no	no	NOUN
cana-2588	217	21	.	.	PUNCT
cana-2588	218	1	3s	3s	NUM
cana-2588	218	2	(	(	PUNCT
cana-2588	218	3	2025	2025	NUM
cana-2588	218	4	)	)	PUNCT
cana-2588	218	5	187	187	NUM
cana-2588	218	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	218	7	where	where	SCONJ
cana-2588	218	8	,	,	PUNCT
cana-2588	218	9	𝑤	𝑤	X
cana-2588	218	10	is	be	AUX
cana-2588	218	11	weight	weight	NOUN
cana-2588	218	12	vector	vector	NOUN
cana-2588	218	13	𝑥	𝑥	PROPN
cana-2588	218	14	is	be	AUX
cana-2588	218	15	feature	feature	NOUN
cana-2588	218	16	vector	vector	NOUN
cana-2588	218	17	𝑏	𝑏	PROPN
cana-2588	218	18	is	be	AUX
cana-2588	218	19	bias	bias	NOUN
cana-2588	218	20	term	term	NOUN
cana-2588	218	21	c.	c.	PROPN
cana-2588	218	22	kernel	kernel	PROPN
cana-2588	218	23	density	density	PROPN
cana-2588	218	24	estimation	estimation	PROPN
cana-2588	218	25	:	:	PUNCT
cana-2588	218	26	by	by	ADP
cana-2588	218	27	analysing	analyse	VERB
cana-2588	218	28	and	and	CCONJ
cana-2588	218	29	contrasting	contrast	VERB
cana-2588	218	30	various	various	ADJ
cana-2588	218	31	nutrient	nutrient	NOUN
cana-2588	218	32	levels	level	NOUN
cana-2588	218	33	in	in	ADP
cana-2588	218	34	soil	soil	NOUN
cana-2588	218	35	,	,	PUNCT
cana-2588	218	36	this	this	DET
cana-2588	218	37	statistical	statistical	ADJ
cana-2588	218	38	method	method	NOUN
cana-2588	218	39	can	can	AUX
cana-2588	218	40	be	be	AUX
cana-2588	218	41	used	use	VERB
cana-2588	218	42	to	to	PART
cana-2588	218	43	get	get	VERB
cana-2588	218	44	insight	insight	NOUN
cana-2588	218	45	into	into	ADP
cana-2588	218	46	the	the	DET
cana-2588	218	47	patterns	pattern	NOUN
cana-2588	218	48	and	and	CCONJ
cana-2588	218	49	spatial	spatial	ADJ
cana-2588	218	50	distributions	distribution	NOUN
cana-2588	218	51	of	of	ADP
cana-2588	218	52	soil	soil	NOUN
cana-2588	218	53	health	health	NOUN
cana-2588	218	54	.	.	PUNCT
cana-2588	219	1	a	a	DET
cana-2588	219	2	)	)	PUNCT
cana-2588	219	3	kde	kde	NOUN
cana-2588	219	4	equation	equation	NOUN
cana-2588	219	5	:	:	PUNCT
cana-2588	219	6	a	a	DET
cana-2588	219	7	non	non	ADJ
cana-2588	219	8	-	-	ADJ
cana-2588	219	9	parametric	parametric	ADJ
cana-2588	219	10	method	method	NOUN
cana-2588	219	11	for	for	ADP
cana-2588	219	12	estimating	estimate	VERB
cana-2588	219	13	the	the	DET
cana-2588	219	14	probability	probability	NOUN
cana-2588	219	15	density	density	NOUN
cana-2588	219	16	function	function	NOUN
cana-2588	219	17	of	of	ADP
cana-2588	219	18	a	a	DET
cana-2588	219	19	random	random	ADJ
cana-2588	219	20	variable	variable	NOUN
cana-2588	219	21	is	be	AUX
cana-2588	219	22	kernel	kernel	PROPN
cana-2588	219	23	density	density	PROPN
cana-2588	219	24	estimation	estimation	NOUN
cana-2588	219	25	.	.	PUNCT
cana-2588	220	1	in	in	ADP
cana-2588	220	2	iot	iot	NOUN
cana-2588	220	3	-	-	PUNCT
cana-2588	220	4	enabled	enable	VERB
cana-2588	220	5	soil	soil	NOUN
cana-2588	220	6	nutrient	nutrient	NOUN
cana-2588	220	7	analysis	analysis	NOUN
cana-2588	220	8	,	,	PUNCT
cana-2588	220	9	where	where	SCONJ
cana-2588	220	10	the	the	DET
cana-2588	220	11	distribution	distribution	NOUN
cana-2588	220	12	of	of	ADP
cana-2588	220	13	nutrients	nutrient	NOUN
cana-2588	220	14	across	across	ADP
cana-2588	220	15	various	various	ADJ
cana-2588	220	16	soil	soil	NOUN
cana-2588	220	17	samples	sample	NOUN
cana-2588	220	18	may	may	AUX
cana-2588	220	19	need	need	VERB
cana-2588	220	20	to	to	PART
cana-2588	220	21	be	be	AUX
cana-2588	220	22	evaluated	evaluate	VERB
cana-2588	220	23	,	,	PUNCT
cana-2588	220	24	it	it	PRON
cana-2588	220	25	is	be	AUX
cana-2588	220	26	especially	especially	ADV
cana-2588	220	27	helpful	helpful	ADJ
cana-2588	220	28	for	for	ADP
cana-2588	220	29	estimating	estimate	VERB
cana-2588	220	30	distributions	distribution	NOUN
cana-2588	220	31	in	in	ADP
cana-2588	220	32	high	high	ADJ
cana-2588	220	33	-	-	PUNCT
cana-2588	220	34	dimensional	dimensional	ADJ
cana-2588	220	35	data	datum	NOUN
cana-2588	220	36	.	.	PUNCT
cana-2588	221	1	equation	equation	NOUN
cana-2588	221	2	(	(	PUNCT
cana-2588	221	3	8)	8)	NUM
cana-2588	221	4	can	can	AUX
cana-2588	221	5	be	be	AUX
cana-2588	221	6	used	use	VERB
cana-2588	221	7	in	in	ADP
cana-2588	221	8	precision	precision	NOUN
cana-2588	221	9	agriculture	agriculture	NOUN
cana-2588	221	10	to	to	PART
cana-2588	221	11	estimate	estimate	VERB
cana-2588	221	12	the	the	DET
cana-2588	221	13	spatial	spatial	ADJ
cana-2588	221	14	distribution	distribution	NOUN
cana-2588	221	15	of	of	ADP
cana-2588	221	16	soil	soil	NOUN
cana-2588	221	17	nutrients	nutrient	NOUN
cana-2588	221	18	,	,	PUNCT
cana-2588	221	19	improving	improve	VERB
cana-2588	221	20	management	management	NOUN
cana-2588	221	21	and	and	CCONJ
cana-2588	221	22	comprehension	comprehension	NOUN
cana-2588	221	23	of	of	ADP
cana-2588	221	24	nutrient	nutrient	ADJ
cana-2588	221	25	variability	variability	NOUN
cana-2588	221	26	throughout	throughout	ADP
cana-2588	221	27	a	a	DET
cana-2588	221	28	field	field	NOUN
cana-2588	221	29	.	.	PUNCT
cana-2588	222	1	𝑓	𝑓	DET
cana-2588	222	2	(	(	PUNCT
cana-2588	222	3	𝑥	𝑥	NOUN
cana-2588	222	4	)	)	PUNCT
cana-2588	222	5	=	=	SYM
cana-2588	222	6	1	1	NUM
cana-2588	222	7	𝑛ℎ	𝑛ℎ	VERB
cana-2588	222	8	∑𝑛	∑𝑛	PROPN
cana-2588	222	9	𝑖=1	𝑖=1	PROPN
cana-2588	222	10	𝐾	𝐾	PROPN
cana-2588	223	1	(	(	PUNCT
cana-2588	223	2	𝑥−	𝑥−	NOUN
cana-2588	223	3	𝑥𝑖	𝑥𝑖	ADP
cana-2588	223	4	ℎ	ℎ	PROPN
cana-2588	223	5	)	)	PUNCT
cana-2588	223	6	(	(	PUNCT
cana-2588	223	7	8)	8)	NUM
cana-2588	223	8	where	where	SCONJ
cana-2588	223	9	,	,	PUNCT
cana-2588	223	10	𝑓	𝑓	DET
cana-2588	223	11	(	(	PUNCT
cana-2588	223	12	𝑥	𝑥	NOUN
cana-2588	223	13	)	)	PUNCT
cana-2588	223	14	is	be	AUX
cana-2588	223	15	estimated	estimate	VERB
cana-2588	223	16	density	density	NOUN
cana-2588	223	17	at	at	ADP
cana-2588	223	18	point	point	NOUN
cana-2588	223	19	𝑥	𝑥	ADP
cana-2588	223	20	ℎ	ℎ	PROPN
cana-2588	223	21	is	be	AUX
cana-2588	223	22	bandwidth	bandwidth	ADJ
cana-2588	223	23	𝑛	𝑛	PROPN
cana-2588	223	24	is	be	AUX
cana-2588	223	25	number	number	NOUN
cana-2588	223	26	of	of	ADP
cana-2588	223	27	data	datum	NOUN
cana-2588	223	28	points	point	NOUN
cana-2588	223	29	𝐾	𝐾	PROPN
cana-2588	223	30	is	be	AUX
cana-2588	223	31	kernal	kernal	ADJ
cana-2588	223	32	function	function	NOUN
cana-2588	223	33	𝑥𝑖	𝑥𝑖	ADP
cana-2588	223	34	individual	individual	ADJ
cana-2588	223	35	data	datum	NOUN
cana-2588	223	36	points	point	NOUN
cana-2588	223	37	b	b	NOUN
cana-2588	223	38	)	)	PUNCT
cana-2588	223	39	density	density	NOUN
cana-2588	223	40	gradient	gradient	NOUN
cana-2588	223	41	estimation	estimation	NOUN
cana-2588	223	42	:	:	PUNCT
cana-2588	223	43	a	a	DET
cana-2588	223	44	key	key	ADJ
cana-2588	223	45	component	component	NOUN
cana-2588	223	46	of	of	ADP
cana-2588	223	47	kde	kde	NOUN
cana-2588	223	48	is	be	AUX
cana-2588	223	49	the	the	DET
cana-2588	223	50	bandwidth	bandwidth	ADJ
cana-2588	223	51	ℎ	ℎ	PROPN
cana-2588	223	52	,	,	PUNCT
cana-2588	223	53	which	which	PRON
cana-2588	223	54	regulates	regulate	VERB
cana-2588	223	55	how	how	SCONJ
cana-2588	223	56	smooth	smooth	ADJ
cana-2588	223	57	the	the	DET
cana-2588	223	58	predicted	predict	VERB
cana-2588	223	59	density	density	NOUN
cana-2588	223	60	is	be	AUX
cana-2588	223	61	.	.	PUNCT
cana-2588	224	1	accurately	accurately	ADV
cana-2588	224	2	predicting	predict	VERB
cana-2588	224	3	soil	soil	NOUN
cana-2588	224	4	nutrient	nutrient	NOUN
cana-2588	224	5	distributions	distribution	NOUN
cana-2588	224	6	requires	require	VERB
cana-2588	224	7	striking	strike	VERB
cana-2588	224	8	a	a	DET
cana-2588	224	9	balance	balance	NOUN
cana-2588	224	10	between	between	ADP
cana-2588	224	11	bias	bias	NOUN
cana-2588	224	12	and	and	CCONJ
cana-2588	224	13	variance	variance	NOUN
cana-2588	224	14	,	,	PUNCT
cana-2588	224	15	which	which	PRON
cana-2588	224	16	can	can	AUX
cana-2588	224	17	only	only	ADV
cana-2588	224	18	be	be	AUX
cana-2588	224	19	achieved	achieve	VERB
cana-2588	224	20	with	with	ADP
cana-2588	224	21	an	an	DET
cana-2588	224	22	ideal	ideal	ADJ
cana-2588	224	23	bandwidth	bandwidth	NOUN
cana-2588	224	24	.	.	PUNCT
cana-2588	225	1	to	to	PART
cana-2588	225	2	make	make	VERB
cana-2588	225	3	well	well	ADV
cana-2588	225	4	-	-	PUNCT
cana-2588	225	5	informed	inform	VERB
cana-2588	225	6	crop	crop	NOUN
cana-2588	225	7	recommendations	recommendation	NOUN
cana-2588	225	8	based	base	VERB
cana-2588	225	9	on	on	ADP
cana-2588	225	10	nutrient	nutrient	ADJ
cana-2588	225	11	availability	availability	NOUN
cana-2588	225	12	,	,	PUNCT
cana-2588	225	13	proper	proper	ADJ
cana-2588	225	14	bandwidth	bandwidth	ADJ
cana-2588	225	15	selection	selection	NOUN
cana-2588	225	16	ensures	ensure	VERB
cana-2588	225	17	accurate	accurate	ADJ
cana-2588	225	18	calculation	calculation	NOUN
cana-2588	225	19	of	of	ADP
cana-2588	225	20	soil	soil	NOUN
cana-2588	225	21	nutrient	nutrient	NOUN
cana-2588	225	22	density	density	NOUN
cana-2588	225	23	.	.	PUNCT
cana-2588	226	1	𝛻𝑓	𝛻𝑓	PRON
cana-2588	226	2	(	(	PUNCT
cana-2588	226	3	𝑥	𝑥	NOUN
cana-2588	226	4	)	)	PUNCT
cana-2588	226	5	=	=	SYM
cana-2588	226	6	1	1	NUM
cana-2588	226	7	𝑛ℎ2	𝑛ℎ2	NOUN
cana-2588	226	8	∑𝑛	∑𝑛	PROPN
cana-2588	226	9	𝑖=1	𝑖=1	PUNCT
cana-2588	226	10	(	(	PUNCT
cana-2588	226	11	𝑥	𝑥	PROPN
cana-2588	226	12	−	−	NOUN
cana-2588	226	13	𝑥𝑖)𝐾′	𝑥𝑖)𝐾′	ADP
cana-2588	226	14	(	(	PUNCT
cana-2588	226	15	𝑥−	𝑥−	NOUN
cana-2588	226	16	𝑥𝑖	𝑥𝑖	ADP
cana-2588	226	17	ℎ	ℎ	PROPN
cana-2588	226	18	)	)	PUNCT
cana-2588	226	19	(	(	PUNCT
cana-2588	226	20	9	9	NUM
cana-2588	226	21	)	)	PUNCT
cana-2588	226	22	where	where	SCONJ
cana-2588	226	23	,	,	PUNCT
cana-2588	226	24	𝛻𝑓	𝛻𝑓	NUM
cana-2588	226	25	(	(	PUNCT
cana-2588	226	26	𝑥	𝑥	NOUN
cana-2588	226	27	)	)	PUNCT
cana-2588	226	28	ℎ	ℎ	PROPN
cana-2588	226	29	is	be	AUX
cana-2588	226	30	bandwidth	bandwidth	ADJ
cana-2588	226	31	𝐾′	𝐾′	X
cana-2588	226	32	is	be	AUX
cana-2588	226	33	derivative	derivative	ADJ
cana-2588	226	34	of	of	ADP
cana-2588	226	35	the	the	DET
cana-2588	226	36	kernal	kernal	ADJ
cana-2588	226	37	function	function	NOUN
cana-2588	226	38	𝑥𝑖	𝑥𝑖	ADP
cana-2588	226	39	data	datum	NOUN
cana-2588	226	40	points	point	NOUN
cana-2588	226	41	communications	communication	NOUN
cana-2588	226	42	on	on	ADP
cana-2588	226	43	applied	apply	VERB
cana-2588	226	44	nonlinear	nonlinear	ADJ
cana-2588	226	45	analysis	analysis	NOUN
cana-2588	226	46	issn	issn	NOUN
cana-2588	226	47	:	:	PUNCT
cana-2588	226	48	1074	1074	NUM
cana-2588	226	49	-	-	PUNCT
cana-2588	226	50	133x	133x	NUM
cana-2588	226	51	vol	vol	NOUN
cana-2588	226	52	32	32	NUM
cana-2588	226	53	no	no	NOUN
cana-2588	226	54	.	.	PUNCT
cana-2588	227	1	3s	3s	NUM
cana-2588	227	2	(	(	PUNCT
cana-2588	227	3	2025	2025	NUM
cana-2588	227	4	)	)	PUNCT
cana-2588	227	5	188	188	NUM
cana-2588	227	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	227	7	d.	d.	PROPN
cana-2588	227	8	deep	deep	PROPN
cana-2588	227	9	learning	learn	VERB
cana-2588	227	10	algorithms	algorithm	NOUN
cana-2588	227	11	:	:	PUNCT
cana-2588	227	12	by	by	ADP
cana-2588	227	13	analysing	analyse	VERB
cana-2588	227	14	and	and	CCONJ
cana-2588	227	15	contrasting	contrast	VERB
cana-2588	227	16	various	various	ADJ
cana-2588	227	17	nutrient	nutrient	NOUN
cana-2588	227	18	levels	level	NOUN
cana-2588	227	19	in	in	ADP
cana-2588	227	20	soil	soil	NOUN
cana-2588	227	21	,	,	PUNCT
cana-2588	227	22	this	this	DET
cana-2588	227	23	statistical	statistical	ADJ
cana-2588	227	24	method	method	NOUN
cana-2588	227	25	can	can	AUX
cana-2588	227	26	be	be	AUX
cana-2588	227	27	used	use	VERB
cana-2588	227	28	to	to	PART
cana-2588	227	29	get	get	VERB
cana-2588	227	30	insight	insight	NOUN
cana-2588	227	31	into	into	ADP
cana-2588	227	32	the	the	DET
cana-2588	227	33	patterns	pattern	NOUN
cana-2588	227	34	and	and	CCONJ
cana-2588	227	35	spatial	spatial	ADJ
cana-2588	227	36	distributions	distribution	NOUN
cana-2588	227	37	of	of	ADP
cana-2588	227	38	soil	soil	NOUN
cana-2588	227	39	health	health	NOUN
cana-2588	227	40	.	.	PUNCT
cana-2588	228	1	a	a	DET
cana-2588	228	2	)	)	PUNCT
cana-2588	228	3	loss	loss	NOUN
cana-2588	228	4	function	function	NOUN
cana-2588	228	5	(	(	PUNCT
cana-2588	228	6	cross	cross	ADJ
cana-2588	228	7	-	-	ADJ
cana-2588	228	8	entropy	entropy	ADJ
cana-2588	228	9	loss	loss	NOUN
cana-2588	228	10	)	)	PUNCT
cana-2588	228	11	equation	equation	NOUN
cana-2588	228	12	:	:	PUNCT
cana-2588	228	13	cross	cross	ADJ
cana-2588	228	14	-	-	ADJ
cana-2588	228	15	entropy	entropy	ADJ
cana-2588	228	16	loss	loss	NOUN
cana-2588	228	17	is	be	AUX
cana-2588	228	18	commonly	commonly	ADV
cana-2588	228	19	used	use	VERB
cana-2588	228	20	in	in	ADP
cana-2588	228	21	classification	classification	NOUN
cana-2588	228	22	tasks	task	NOUN
cana-2588	228	23	within	within	ADP
cana-2588	228	24	deep	deep	ADJ
cana-2588	228	25	learning	learning	NOUN
cana-2588	228	26	models	model	NOUN
cana-2588	228	27	,	,	PUNCT
cana-2588	228	28	including	include	VERB
cana-2588	228	29	those	those	PRON
cana-2588	228	30	used	use	VERB
cana-2588	228	31	in	in	ADP
cana-2588	228	32	crop	crop	NOUN
cana-2588	228	33	recommendation	recommendation	NOUN
cana-2588	228	34	systems	system	NOUN
cana-2588	228	35	.	.	PUNCT
cana-2588	229	1	this	this	DET
cana-2588	229	2	loss	loss	NOUN
cana-2588	229	3	function	function	NOUN
cana-2588	229	4	helps	help	VERB
cana-2588	229	5	to	to	PART
cana-2588	229	6	optimize	optimize	VERB
cana-2588	229	7	deep	deep	ADJ
cana-2588	229	8	learning	learning	NOUN
cana-2588	229	9	models	model	NOUN
cana-2588	229	10	by	by	ADP
cana-2588	229	11	minimizing	minimize	VERB
cana-2588	229	12	the	the	DET
cana-2588	229	13	difference	difference	NOUN
cana-2588	229	14	between	between	ADP
cana-2588	229	15	predicted	predict	VERB
cana-2588	229	16	and	and	CCONJ
cana-2588	229	17	actual	actual	ADJ
cana-2588	229	18	outcomes	outcome	NOUN
cana-2588	229	19	,	,	PUNCT
cana-2588	229	20	improving	improve	VERB
cana-2588	229	21	the	the	DET
cana-2588	229	22	accuracy	accuracy	NOUN
cana-2588	229	23	of	of	ADP
cana-2588	229	24	crop	crop	NOUN
cana-2588	229	25	recommendations	recommendation	NOUN
cana-2588	229	26	.	.	PUNCT
cana-2588	230	1	𝐿	𝐿	NOUN
cana-2588	230	2	=	=	SYM
cana-2588	230	3	−	−	PROPN
cana-2588	230	4	∑𝑁	∑𝑁	PROPN
cana-2588	230	5	𝑖=1	𝑖=1	PUNCT
cana-2588	231	1	[	[	X
cana-2588	231	2	𝑦𝑖	𝑦𝑖	NUM
cana-2588	231	3	𝑙𝑜𝑔	𝑙𝑜𝑔	ADV
cana-2588	231	4	𝑙𝑜𝑔	𝑙𝑜𝑔	PROPN
cana-2588	231	5	(	(	PUNCT
cana-2588	231	6	𝑝𝑖	𝑝𝑖	NOUN
cana-2588	231	7	)	)	PUNCT
cana-2588	231	8	+	+	CCONJ
cana-2588	231	9	(	(	PUNCT
cana-2588	231	10	1	1	NUM
cana-2588	231	11	−	−	NOUN
cana-2588	231	12	𝑦𝑖	𝑦𝑖	PROPN
cana-2588	231	13	)	)	PUNCT
cana-2588	231	14	𝑙𝑜𝑔	𝑙𝑜𝑔	NOUN
cana-2588	231	15	(	(	PUNCT
cana-2588	231	16	1	1	NUM
cana-2588	231	17	−	−	NOUN
cana-2588	231	18	𝑝𝑖	𝑝𝑖	NOUN
cana-2588	231	19	)	)	PUNCT
cana-2588	231	20	]	]	PUNCT
cana-2588	231	21	(	(	PUNCT
cana-2588	231	22	10	10	NUM
cana-2588	231	23	)	)	PUNCT
cana-2588	231	24	where	where	SCONJ
cana-2588	231	25	,	,	PUNCT
cana-2588	231	26	𝐿	𝐿	PROPN
cana-2588	231	27	is	be	AUX
cana-2588	231	28	the	the	DET
cana-2588	231	29	cross	cross	ADJ
cana-2588	231	30	-	-	ADJ
cana-2588	231	31	entropy	entropy	ADJ
cana-2588	231	32	loss	loss	NOUN
cana-2588	231	33	𝑁	𝑁	PROPN
cana-2588	231	34	is	be	AUX
cana-2588	231	35	the	the	DET
cana-2588	231	36	number	number	NOUN
cana-2588	231	37	of	of	ADP
cana-2588	231	38	samples	sample	NOUN
cana-2588	231	39	𝑦𝑖is	𝑦𝑖i	VERB
cana-2588	231	40	the	the	DET
cana-2588	231	41	actual	actual	ADJ
cana-2588	231	42	label	label	NOUN
cana-2588	231	43	(	(	PUNCT
cana-2588	231	44	0	0	NUM
cana-2588	231	45	or	or	CCONJ
cana-2588	231	46	1	1	NUM
cana-2588	231	47	)	)	PUNCT
cana-2588	231	48	for	for	ADP
cana-2588	231	49	sample	sample	NOUN
cana-2588	231	50	i	i	PRON
cana-2588	231	51	𝑝𝑖	𝑝𝑖	VERB
cana-2588	231	52	is	be	AUX
cana-2588	231	53	is	be	AUX
cana-2588	231	54	the	the	DET
cana-2588	231	55	predicted	predict	VERB
cana-2588	231	56	probability	probability	NOUN
cana-2588	231	57	for	for	ADP
cana-2588	231	58	sample	sample	NOUN
cana-2588	231	59	i	i	PROPN
cana-2588	231	60	b	b	NOUN
cana-2588	231	61	)	)	PUNCT
cana-2588	231	62	activation	activation	NOUN
cana-2588	231	63	function	function	NOUN
cana-2588	231	64	(	(	PUNCT
cana-2588	231	65	relu	relu	NOUN
cana-2588	231	66	)	)	PUNCT
cana-2588	231	67	equation	equation	NOUN
cana-2588	231	68	:	:	PUNCT
cana-2588	231	69	relu	relu	NOUN
cana-2588	231	70	(	(	PUNCT
cana-2588	231	71	rectified	rectified	ADJ
cana-2588	231	72	linear	linear	NOUN
cana-2588	231	73	unit	unit	NOUN
cana-2588	231	74	)	)	PUNCT
cana-2588	231	75	is	be	AUX
cana-2588	231	76	a	a	DET
cana-2588	231	77	popular	popular	ADJ
cana-2588	231	78	activation	activation	NOUN
cana-2588	231	79	function	function	NOUN
cana-2588	231	80	used	use	VERB
cana-2588	231	81	in	in	ADP
cana-2588	231	82	deep	deep	ADJ
cana-2588	231	83	learning	learning	NOUN
cana-2588	231	84	models	model	NOUN
cana-2588	231	85	to	to	PART
cana-2588	231	86	introduce	introduce	VERB
cana-2588	231	87	non	non	ADJ
cana-2588	231	88	-	-	ADJ
cana-2588	231	89	linearity	linearity	ADJ
cana-2588	231	90	.	.	PUNCT
cana-2588	232	1	relu	relu	NOUN
cana-2588	232	2	helps	help	VERB
cana-2588	232	3	deep	deep	ADJ
cana-2588	232	4	learning	learning	NOUN
cana-2588	232	5	models	model	NOUN
cana-2588	232	6	learn	learn	VERB
cana-2588	232	7	complex	complex	ADJ
cana-2588	232	8	patterns	pattern	NOUN
cana-2588	232	9	in	in	ADP
cana-2588	232	10	soil	soil	NOUN
cana-2588	232	11	and	and	CCONJ
cana-2588	232	12	crop	crop	NOUN
cana-2588	232	13	data	datum	NOUN
cana-2588	232	14	,	,	PUNCT
cana-2588	232	15	enabling	enable	VERB
cana-2588	232	16	more	more	ADV
cana-2588	232	17	accurate	accurate	ADJ
cana-2588	232	18	predictions	prediction	NOUN
cana-2588	232	19	.	.	PUNCT
cana-2588	233	1	𝑓(𝑥	𝑓(𝑥	NOUN
cana-2588	233	2	)	)	PUNCT
cana-2588	234	1	=	=	SYM
cana-2588	234	2	𝑚𝑎𝑥	𝑚𝑎𝑥	X
cana-2588	234	3	(	(	PUNCT
cana-2588	234	4	0	0	NUM
cana-2588	234	5	,	,	PUNCT
cana-2588	234	6	𝑥	𝑥	NOUN
cana-2588	234	7	)	)	PUNCT
cana-2588	234	8	(	(	PUNCT
cana-2588	234	9	11	11	NUM
cana-2588	234	10	)	)	PUNCT
cana-2588	234	11	where	where	SCONJ
cana-2588	234	12	,	,	PUNCT
cana-2588	234	13	𝑓(𝑥	𝑓(𝑥	NOUN
cana-2588	234	14	)	)	PUNCT
cana-2588	234	15	is	be	AUX
cana-2588	234	16	the	the	DET
cana-2588	234	17	output	output	NOUN
cana-2588	234	18	of	of	ADP
cana-2588	234	19	the	the	DET
cana-2588	234	20	relu	relu	NOUN
cana-2588	234	21	activation	activation	NOUN
cana-2588	234	22	function	function	NOUN
cana-2588	234	23	𝑥	𝑥	PROPN
cana-2588	234	24	is	be	AUX
cana-2588	234	25	bandwidth	bandwidth	ADJ
cana-2588	234	26	iot	iot	ADJ
cana-2588	234	27	sensors	sensor	NOUN
cana-2588	234	28	are	be	AUX
cana-2588	234	29	widely	widely	ADV
cana-2588	234	30	used	use	VERB
cana-2588	234	31	in	in	ADP
cana-2588	234	32	precision	precision	NOUN
cana-2588	234	33	agriculture	agriculture	NOUN
cana-2588	234	34	to	to	PART
cana-2588	234	35	continually	continually	ADV
cana-2588	234	36	monitor	monitor	VERB
cana-2588	234	37	important	important	ADJ
cana-2588	234	38	environmental	environmental	ADJ
cana-2588	234	39	and	and	CCONJ
cana-2588	234	40	soil	soil	NOUN
cana-2588	234	41	characteristics	characteristic	NOUN
cana-2588	234	42	including	include	VERB
cana-2588	234	43	ph	ph	ADJ
cana-2588	234	44	,	,	PUNCT
cana-2588	234	45	moisture	moisture	NOUN
cana-2588	234	46	,	,	PUNCT
cana-2588	234	47	and	and	CCONJ
cana-2588	234	48	nutrients	nutrient	NOUN
cana-2588	234	49	.	.	PUNCT
cana-2588	235	1	accurate	accurate	ADJ
cana-2588	235	2	management	management	NOUN
cana-2588	235	3	of	of	ADP
cana-2588	235	4	farming	farming	NOUN
cana-2588	235	5	techniques	technique	NOUN
cana-2588	235	6	is	be	AUX
cana-2588	235	7	made	make	VERB
cana-2588	235	8	possible	possible	ADJ
cana-2588	235	9	by	by	ADP
cana-2588	235	10	real	real	ADJ
cana-2588	235	11	-	-	PUNCT
cana-2588	235	12	time	time	NOUN
cana-2588	235	13	data	datum	NOUN
cana-2588	235	14	collecting	collecting	NOUN
cana-2588	235	15	.	.	PUNCT
cana-2588	236	1	for	for	ADP
cana-2588	236	2	example	example	NOUN
cana-2588	236	3	,	,	PUNCT
cana-2588	236	4	the	the	DET
cana-2588	236	5	volumetric	volumetric	NOUN
cana-2588	236	6	water	water	NOUN
cana-2588	236	7	content	content	NOUN
cana-2588	236	8	(	(	PUNCT
cana-2588	236	9	vwc	vwc	PROPN
cana-2588	236	10	)	)	PUNCT
cana-2588	236	11	directs	direct	VERB
cana-2588	236	12	irrigation	irrigation	NOUN
cana-2588	236	13	techniques	technique	NOUN
cana-2588	236	14	,	,	PUNCT
cana-2588	236	15	nitrogen	nitrogen	NOUN
cana-2588	236	16	uptake	uptake	ADJ
cana-2588	236	17	efficiency	efficiency	NOUN
cana-2588	236	18	(	(	PUNCT
cana-2588	236	19	nue	nue	NOUN
cana-2588	236	20	)	)	PUNCT
cana-2588	236	21	maximizes	maximize	VERB
cana-2588	236	22	fertilizer	fertilizer	NOUN
cana-2588	236	23	utilization	utilization	NOUN
cana-2588	236	24	,	,	PUNCT
cana-2588	236	25	and	and	CCONJ
cana-2588	236	26	the	the	DET
cana-2588	236	27	chlorophyll	chlorophyll	NOUN
cana-2588	236	28	content	content	NOUN
cana-2588	236	29	index	index	NOUN
cana-2588	236	30	(	(	PUNCT
cana-2588	236	31	cci	cci	PROPN
cana-2588	236	32	)	)	PUNCT
cana-2588	236	33	evaluates	evaluate	VERB
cana-2588	236	34	the	the	DET
cana-2588	236	35	health	health	NOUN
cana-2588	236	36	of	of	ADP
cana-2588	236	37	plants	plant	NOUN
cana-2588	236	38	.	.	PUNCT
cana-2588	237	1	electrical	electrical	ADJ
cana-2588	237	2	conductivity	conductivity	NOUN
cana-2588	237	3	(	(	PUNCT
cana-2588	237	4	ec	ec	PROPN
cana-2588	237	5	)	)	PUNCT
cana-2588	237	6	measurements	measurement	NOUN
cana-2588	237	7	are	be	AUX
cana-2588	237	8	used	use	VERB
cana-2588	237	9	to	to	PART
cana-2588	237	10	infer	infer	VERB
cana-2588	237	11	salinity	salinity	NOUN
cana-2588	237	12	and	and	CCONJ
cana-2588	237	13	fertility	fertility	NOUN
cana-2588	237	14	of	of	ADP
cana-2588	237	15	the	the	DET
cana-2588	237	16	soil	soil	NOUN
cana-2588	237	17	,	,	PUNCT
cana-2588	237	18	which	which	PRON
cana-2588	237	19	provides	provide	VERB
cana-2588	237	20	information	information	NOUN
cana-2588	237	21	on	on	ADP
cana-2588	237	22	the	the	DET
cana-2588	237	23	health	health	NOUN
cana-2588	237	24	of	of	ADP
cana-2588	237	25	the	the	DET
cana-2588	237	26	soil	soil	NOUN
cana-2588	237	27	.	.	PUNCT
cana-2588	238	1	analyzing	analyze	VERB
cana-2588	238	2	soil	soil	NOUN
cana-2588	238	3	and	and	CCONJ
cana-2588	238	4	crop	crop	NOUN
cana-2588	238	5	data	datum	NOUN
cana-2588	238	6	requires	require	VERB
cana-2588	238	7	the	the	DET
cana-2588	238	8	use	use	NOUN
cana-2588	238	9	of	of	ADP
cana-2588	238	10	machine	machine	NOUN
cana-2588	238	11	learning	learn	VERB
cana-2588	238	12	algorithms	algorithm	NOUN
cana-2588	238	13	like	like	ADP
cana-2588	238	14	linear	linear	ADJ
cana-2588	238	15	regression	regression	NOUN
cana-2588	238	16	and	and	CCONJ
cana-2588	238	17	support	support	VERB
cana-2588	238	18	vector	vector	NOUN
cana-2588	238	19	machines	machine	NOUN
cana-2588	238	20	(	(	PUNCT
cana-2588	238	21	svm	svm	PROPN
cana-2588	238	22	)	)	PUNCT
cana-2588	238	23	.	.	PUNCT
cana-2588	239	1	while	while	SCONJ
cana-2588	239	2	linear	linear	ADJ
cana-2588	239	3	regression	regression	NOUN
cana-2588	239	4	predicts	predict	VERB
cana-2588	239	5	the	the	DET
cana-2588	239	6	links	link	NOUN
cana-2588	239	7	between	between	ADP
cana-2588	239	8	soil	soil	NOUN
cana-2588	239	9	nutrients	nutrient	NOUN
cana-2588	239	10	and	and	CCONJ
cana-2588	239	11	crop	crop	NOUN
cana-2588	239	12	yields	yield	NOUN
cana-2588	239	13	and	and	CCONJ
cana-2588	239	14	helps	help	VERB
cana-2588	239	15	optimize	optimize	VERB
cana-2588	239	16	fertilizer	fertilizer	NOUN
cana-2588	239	17	application	application	NOUN
cana-2588	239	18	,	,	PUNCT
cana-2588	239	19	support	support	NOUN
cana-2588	239	20	vector	vector	NOUN
cana-2588	239	21	machines	machine	NOUN
cana-2588	239	22	(	(	PUNCT
cana-2588	239	23	svm	svm	ADJ
cana-2588	239	24	)	)	PUNCT
cana-2588	239	25	aid	aid	NOUN
cana-2588	239	26	in	in	ADP
cana-2588	239	27	the	the	DET
cana-2588	239	28	classification	classification	NOUN
cana-2588	239	29	of	of	ADP
cana-2588	239	30	soil	soil	NOUN
cana-2588	239	31	types	type	NOUN
cana-2588	239	32	and	and	CCONJ
cana-2588	239	33	the	the	DET
cana-2588	239	34	prediction	prediction	NOUN
cana-2588	239	35	of	of	ADP
cana-2588	239	36	crop	crop	NOUN
cana-2588	239	37	compatibility	compatibility	NOUN
cana-2588	239	38	.	.	PUNCT
cana-2588	240	1	these	these	DET
cana-2588	240	2	capabilities	capability	NOUN
cana-2588	240	3	are	be	AUX
cana-2588	240	4	further	far	ADV
cana-2588	240	5	enhanced	enhance	VERB
cana-2588	240	6	by	by	ADP
cana-2588	240	7	deep	deep	ADJ
cana-2588	240	8	learning	learning	NOUN
cana-2588	240	9	.	.	PUNCT
cana-2588	241	1	by	by	ADP
cana-2588	241	2	introducing	introduce	VERB
cana-2588	241	3	non	non	ADJ
cana-2588	241	4	-	-	NOUN
cana-2588	241	5	linearity	linearity	NOUN
cana-2588	241	6	,	,	PUNCT
cana-2588	241	7	the	the	DET
cana-2588	241	8	relu	relu	NOUN
cana-2588	241	9	activation	activation	NOUN
cana-2588	241	10	function	function	NOUN
cana-2588	241	11	enables	enable	VERB
cana-2588	241	12	models	model	NOUN
cana-2588	241	13	to	to	PART
cana-2588	241	14	discover	discover	VERB
cana-2588	241	15	intricate	intricate	ADJ
cana-2588	241	16	patterns	pattern	NOUN
cana-2588	241	17	in	in	ADP
cana-2588	241	18	crop	crop	NOUN
cana-2588	241	19	and	and	CCONJ
cana-2588	241	20	soil	soil	NOUN
cana-2588	241	21	data	datum	NOUN
cana-2588	241	22	,	,	PUNCT
cana-2588	241	23	resulting	result	VERB
cana-2588	241	24	in	in	ADP
cana-2588	241	25	forecasts	forecast	NOUN
cana-2588	241	26	that	that	PRON
cana-2588	241	27	are	be	AUX
cana-2588	241	28	more	more	ADV
cana-2588	241	29	accurate	accurate	ADJ
cana-2588	241	30	.	.	PUNCT
cana-2588	242	1	cross	cross	ADJ
cana-2588	242	2	-	-	ADJ
cana-2588	242	3	entropy	entropy	ADJ
cana-2588	242	4	loss	loss	NOUN
cana-2588	242	5	is	be	AUX
cana-2588	242	6	also	also	ADV
cana-2588	242	7	utilized	utilize	VERB
cana-2588	242	8	in	in	ADP
cana-2588	242	9	classification	classification	NOUN
cana-2588	242	10	tasks	task	NOUN
cana-2588	242	11	to	to	PART
cana-2588	242	12	reduce	reduce	VERB
cana-2588	242	13	the	the	DET
cana-2588	242	14	discrepancy	discrepancy	NOUN
cana-2588	242	15	between	between	ADP
cana-2588	242	16	expected	expect	VERB
cana-2588	242	17	and	and	CCONJ
cana-2588	242	18	observed	observed	ADJ
cana-2588	242	19	results	result	NOUN
cana-2588	242	20	,	,	PUNCT
cana-2588	242	21	enhancing	enhance	VERB
cana-2588	242	22	crop	crop	NOUN
cana-2588	242	23	recommendation	recommendation	NOUN
cana-2588	242	24	accuracy	accuracy	NOUN
cana-2588	242	25	.	.	PUNCT
cana-2588	243	1	when	when	SCONJ
cana-2588	243	2	these	these	DET
cana-2588	243	3	communications	communication	NOUN
cana-2588	243	4	on	on	ADP
cana-2588	243	5	applied	apply	VERB
cana-2588	243	6	nonlinear	nonlinear	ADJ
cana-2588	243	7	analysis	analysis	NOUN
cana-2588	243	8	issn	issn	NOUN
cana-2588	243	9	:	:	PUNCT
cana-2588	243	10	1074	1074	NUM
cana-2588	243	11	-	-	PUNCT
cana-2588	243	12	133x	133x	NUM
cana-2588	243	13	vol	vol	NOUN
cana-2588	243	14	32	32	NUM
cana-2588	243	15	no	no	NOUN
cana-2588	243	16	.	.	PUNCT
cana-2588	244	1	3s	3s	NUM
cana-2588	244	2	(	(	PUNCT
cana-2588	244	3	2025	2025	NUM
cana-2588	244	4	)	)	PUNCT
cana-2588	244	5	189	189	NUM
cana-2588	244	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	244	7	technologies	technology	NOUN
cana-2588	244	8	are	be	AUX
cana-2588	244	9	combined	combine	VERB
cana-2588	244	10	,	,	PUNCT
cana-2588	244	11	agricultural	agricultural	ADJ
cana-2588	244	12	decision	decision	NOUN
cana-2588	244	13	-	-	PUNCT
cana-2588	244	14	making	making	NOUN
cana-2588	244	15	is	be	AUX
cana-2588	244	16	improved	improve	VERB
cana-2588	244	17	,	,	PUNCT
cana-2588	244	18	leading	lead	VERB
cana-2588	244	19	to	to	ADP
cana-2588	244	20	higher	high	ADJ
cana-2588	244	21	crop	crop	NOUN
cana-2588	244	22	output	output	NOUN
cana-2588	244	23	and	and	CCONJ
cana-2588	244	24	sustainability	sustainability	NOUN
cana-2588	244	25	via	via	ADP
cana-2588	244	26	better	well	ADJ
cana-2588	244	27	fertilizer	fertilizer	NOUN
cana-2588	244	28	management	management	NOUN
cana-2588	244	29	and	and	CCONJ
cana-2588	244	30	irrigation	irrigation	NOUN
cana-2588	244	31	techniques	technique	NOUN
cana-2588	244	32	.	.	PUNCT
cana-2588	245	1	iv	iv	X
cana-2588	245	2	.	.	NOUN
cana-2588	245	3	results	result	NOUN
cana-2588	245	4	and	and	CCONJ
cana-2588	245	5	discussions	discussion	NOUN
cana-2588	245	6	the	the	DET
cana-2588	245	7	average	average	ADJ
cana-2588	245	8	concentrations	concentration	NOUN
cana-2588	245	9	and	and	CCONJ
cana-2588	245	10	standard	standard	ADJ
cana-2588	245	11	deviations	deviation	NOUN
cana-2588	245	12	of	of	ADP
cana-2588	245	13	the	the	DET
cana-2588	245	14	five	five	NUM
cana-2588	245	15	vital	vital	ADJ
cana-2588	245	16	nutrients	nutrient	NOUN
cana-2588	245	17	—	—	PUNCT
cana-2588	245	18	calcium	calcium	NOUN
cana-2588	245	19	,	,	PUNCT
cana-2588	245	20	magnesium	magnesium	NOUN
cana-2588	245	21	,	,	PUNCT
cana-2588	245	22	phosphorus	phosphorus	NOUN
cana-2588	245	23	,	,	PUNCT
cana-2588	245	24	potassium	potassium	NOUN
cana-2588	245	25	,	,	PUNCT
cana-2588	245	26	and	and	CCONJ
cana-2588	245	27	nitrogen	nitrogen	NOUN
cana-2588	245	28	—	—	PUNCT
cana-2588	245	29	measured	measure	VERB
cana-2588	245	30	in	in	ADP
cana-2588	245	31	medicinal	medicinal	ADJ
cana-2588	245	32	plants	plant	NOUN
cana-2588	245	33	are	be	AUX
cana-2588	245	34	shown	show	VERB
cana-2588	245	35	in	in	ADP
cana-2588	245	36	table	table	NOUN
cana-2588	245	37	1	1	NUM
cana-2588	245	38	.	.	PUNCT
cana-2588	246	1	parts	part	NOUN
cana-2588	246	2	per	per	ADP
cana-2588	246	3	million	million	NUM
cana-2588	246	4	(	(	PUNCT
cana-2588	246	5	ppm	ppm	NOUN
cana-2588	246	6	)	)	PUNCT
cana-2588	246	7	is	be	AUX
cana-2588	246	8	the	the	DET
cana-2588	246	9	unit	unit	NOUN
cana-2588	246	10	of	of	ADP
cana-2588	246	11	measurement	measurement	NOUN
cana-2588	246	12	used	use	VERB
cana-2588	246	13	to	to	PART
cana-2588	246	14	represent	represent	VERB
cana-2588	246	15	the	the	DET
cana-2588	246	16	average	average	ADJ
cana-2588	246	17	concentration	concentration	NOUN
cana-2588	246	18	of	of	ADP
cana-2588	246	19	each	each	DET
cana-2588	246	20	nutrient	nutrient	NOUN
cana-2588	246	21	in	in	ADP
cana-2588	246	22	the	the	DET
cana-2588	246	23	plant	plant	NOUN
cana-2588	246	24	samples	sample	NOUN
cana-2588	246	25	.	.	PUNCT
cana-2588	247	1	magnesium	magnesium	NOUN
cana-2588	247	2	(	(	PUNCT
cana-2588	247	3	mg	mg	PROPN
cana-2588	247	4	)	)	PUNCT
cana-2588	247	5	has	have	VERB
cana-2588	247	6	the	the	DET
cana-2588	247	7	lowest	low	ADJ
cana-2588	247	8	average	average	ADJ
cana-2588	247	9	level	level	NOUN
cana-2588	247	10	at	at	ADP
cana-2588	247	11	12.7	12.7	NUM
cana-2588	247	12	ppm	ppm	NOUN
cana-2588	247	13	,	,	PUNCT
cana-2588	247	14	but	but	CCONJ
cana-2588	247	15	it	it	PRON
cana-2588	247	16	nevertheless	nevertheless	ADV
cana-2588	247	17	plays	play	VERB
cana-2588	247	18	a	a	DET
cana-2588	247	19	critical	critical	ADJ
cana-2588	247	20	function	function	NOUN
cana-2588	247	21	in	in	ADP
cana-2588	247	22	the	the	DET
cana-2588	247	23	formation	formation	NOUN
cana-2588	247	24	of	of	ADP
cana-2588	247	25	chlorophyll	chlorophyll	NOUN
cana-2588	247	26	and	and	CCONJ
cana-2588	247	27	enzymatic	enzymatic	ADJ
cana-2588	247	28	activity	activity	NOUN
cana-2588	247	29	.	.	PUNCT
cana-2588	248	1	nitrogen	nitrogen	NOUN
cana-2588	248	2	(	(	PUNCT
cana-2588	248	3	n	n	CCONJ
cana-2588	248	4	)	)	PUNCT
cana-2588	248	5	has	have	VERB
cana-2588	248	6	the	the	DET
cana-2588	248	7	greatest	great	ADJ
cana-2588	248	8	average	average	ADJ
cana-2588	248	9	level	level	NOUN
cana-2588	248	10	at	at	ADP
cana-2588	248	11	45.2	45.2	NUM
cana-2588	248	12	ppm	ppm	NOUN
cana-2588	248	13	,	,	PUNCT
cana-2588	248	14	demonstrating	demonstrate	VERB
cana-2588	248	15	its	its	PRON
cana-2588	248	16	significant	significant	ADJ
cana-2588	248	17	role	role	NOUN
cana-2588	248	18	in	in	ADP
cana-2588	248	19	plant	plant	NOUN
cana-2588	248	20	growth	growth	NOUN
cana-2588	248	21	and	and	CCONJ
cana-2588	248	22	metabolism	metabolism	NOUN
cana-2588	248	23	.	.	PUNCT
cana-2588	249	1	table	table	NOUN
cana-2588	249	2	1	1	NUM
cana-2588	249	3	:	:	PUNCT
cana-2588	249	4	soil	soil	NOUN
cana-2588	249	5	nutrient	nutrient	NOUN
cana-2588	249	6	levels	level	VERB
cana-2588	249	7	analysis	analysis	NOUN
cana-2588	249	8	nutrient	nutrient	ADJ
cana-2588	249	9	average	average	ADJ
cana-2588	249	10	level	level	NOUN
cana-2588	249	11	(	(	PUNCT
cana-2588	249	12	ppm	ppm	NOUN
cana-2588	249	13	)	)	PUNCT
cana-2588	249	14	standard	standard	ADJ
cana-2588	249	15	deviation	deviation	NOUN
cana-2588	249	16	(	(	PUNCT
cana-2588	249	17	ppm	ppm	NOUN
cana-2588	249	18	)	)	PUNCT
cana-2588	249	19	nitrogen	nitrogen	NOUN
cana-2588	249	20	(	(	PUNCT
cana-2588	249	21	n	n	CCONJ
cana-2588	249	22	)	)	PUNCT
cana-2588	249	23	45.2	45.2	NUM
cana-2588	249	24	5.4	5.4	NUM
cana-2588	249	25	phosphorus	phosphorus	NOUN
cana-2588	249	26	(	(	PUNCT
cana-2588	249	27	p	p	NOUN
cana-2588	249	28	)	)	PUNCT
cana-2588	249	29	30.8	30.8	NUM
cana-2588	249	30	4.2	4.2	NUM
cana-2588	249	31	potassium	potassium	NOUN
cana-2588	249	32	(	(	PUNCT
cana-2588	249	33	k	k	NOUN
cana-2588	249	34	)	)	PUNCT
cana-2588	249	35	25.6	25.6	NUM
cana-2588	249	36	6.1	6.1	NUM
cana-2588	249	37	calcium	calcium	NOUN
cana-2588	249	38	(	(	PUNCT
cana-2588	249	39	ca	ca	NOUN
cana-2588	249	40	)	)	PUNCT
cana-2588	249	41	35.1	35.1	NUM
cana-2588	249	42	3.9	3.9	NUM
cana-2588	249	43	magnesium	magnesium	NOUN
cana-2588	249	44	(	(	PUNCT
cana-2588	249	45	mg	mg	PROPN
cana-2588	249	46	)	)	PUNCT
cana-2588	249	47	12.7	12.7	NUM
cana-2588	249	48	2.8	2.8	NUM
cana-2588	249	49	the	the	DET
cana-2588	249	50	scatter	scatter	NOUN
cana-2588	249	51	plot	plot	NOUN
cana-2588	249	52	in	in	ADP
cana-2588	249	53	figure	figure	NOUN
cana-2588	249	54	1	1	NUM
cana-2588	249	55	shows	show	VERB
cana-2588	249	56	how	how	SCONJ
cana-2588	249	57	these	these	DET
cana-2588	249	58	nutrient	nutrient	ADJ
cana-2588	249	59	levels	level	NOUN
cana-2588	249	60	are	be	AUX
cana-2588	249	61	distributed	distribute	VERB
cana-2588	249	62	among	among	ADP
cana-2588	249	63	the	the	DET
cana-2588	249	64	different	different	ADJ
cana-2588	249	65	plants	plant	NOUN
cana-2588	249	66	.	.	PUNCT
cana-2588	250	1	the	the	DET
cana-2588	250	2	standard	standard	ADJ
cana-2588	250	3	deviations	deviation	NOUN
cana-2588	250	4	in	in	ADP
cana-2588	250	5	the	the	DET
cana-2588	250	6	scatter	scatter	NOUN
cana-2588	250	7	plot	plot	NOUN
cana-2588	250	8	clearly	clearly	ADV
cana-2588	250	9	show	show	VERB
cana-2588	250	10	the	the	DET
cana-2588	250	11	variety	variety	NOUN
cana-2588	250	12	in	in	ADP
cana-2588	250	13	nutritional	nutritional	ADJ
cana-2588	250	14	content	content	NOUN
cana-2588	250	15	.	.	PUNCT
cana-2588	251	1	with	with	ADP
cana-2588	251	2	a	a	DET
cana-2588	251	3	standard	standard	ADJ
cana-2588	251	4	variation	variation	NOUN
cana-2588	251	5	of	of	ADP
cana-2588	251	6	6.1	6.1	NUM
cana-2588	251	7	ppm	ppm	NOUN
cana-2588	251	8	,	,	PUNCT
cana-2588	251	9	potassium	potassium	NOUN
cana-2588	251	10	(	(	PUNCT
cana-2588	251	11	k	k	NOUN
cana-2588	251	12	)	)	PUNCT
cana-2588	251	13	has	have	VERB
cana-2588	251	14	the	the	DET
cana-2588	251	15	most	most	ADJ
cana-2588	251	16	variability	variability	NOUN
cana-2588	251	17	among	among	ADP
cana-2588	251	18	the	the	DET
cana-2588	251	19	nutrients	nutrient	NOUN
cana-2588	251	20	,	,	PUNCT
cana-2588	251	21	suggesting	suggest	VERB
cana-2588	251	22	that	that	SCONJ
cana-2588	251	23	plant	plant	NOUN
cana-2588	251	24	growth	growth	NOUN
cana-2588	251	25	differs	differ	VERB
cana-2588	251	26	in	in	ADP
cana-2588	251	27	terms	term	NOUN
cana-2588	251	28	of	of	ADP
cana-2588	251	29	nutrient	nutrient	NOUN
cana-2588	251	30	availability	availability	NOUN
cana-2588	251	31	or	or	CCONJ
cana-2588	251	32	absorption	absorption	NOUN
cana-2588	251	33	.	.	PUNCT
cana-2588	252	1	the	the	DET
cana-2588	252	2	levels	level	NOUN
cana-2588	252	3	of	of	ADP
cana-2588	252	4	calcium	calcium	NOUN
cana-2588	252	5	(	(	PUNCT
cana-2588	252	6	ca	ca	NOUN
cana-2588	252	7	)	)	PUNCT
cana-2588	252	8	and	and	CCONJ
cana-2588	252	9	phosphorus	phosphorus	NOUN
cana-2588	252	10	(	(	PUNCT
cana-2588	252	11	p	p	NOUN
cana-2588	252	12	)	)	PUNCT
cana-2588	252	13	,	,	PUNCT
cana-2588	252	14	with	with	ADP
cana-2588	252	15	comparatively	comparatively	ADV
cana-2588	252	16	smaller	small	ADJ
cana-2588	252	17	standard	standard	ADJ
cana-2588	252	18	deviations	deviation	NOUN
cana-2588	252	19	of	of	ADP
cana-2588	252	20	3.9	3.9	NUM
cana-2588	252	21	ppm	ppm	NOUN
cana-2588	252	22	and	and	CCONJ
cana-2588	252	23	4.2	4.2	NUM
cana-2588	252	24	ppm	ppm	NOUN
cana-2588	252	25	,	,	PUNCT
cana-2588	252	26	respectively	respectively	ADV
cana-2588	252	27	,	,	PUNCT
cana-2588	252	28	are	be	AUX
cana-2588	252	29	more	more	ADV
cana-2588	252	30	stable	stable	ADJ
cana-2588	252	31	.	.	PUNCT
cana-2588	253	1	understanding	understand	VERB
cana-2588	253	2	the	the	DET
cana-2588	253	3	nutritional	nutritional	ADJ
cana-2588	253	4	balance	balance	NOUN
cana-2588	253	5	in	in	ADP
cana-2588	253	6	the	the	DET
cana-2588	253	7	plants	plant	NOUN
cana-2588	253	8	under	under	ADP
cana-2588	253	9	study	study	NOUN
cana-2588	253	10	is	be	AUX
cana-2588	253	11	made	make	VERB
cana-2588	253	12	easier	easy	ADJ
cana-2588	253	13	with	with	ADP
cana-2588	253	14	the	the	DET
cana-2588	253	15	help	help	NOUN
cana-2588	253	16	of	of	ADP
cana-2588	253	17	this	this	DET
cana-2588	253	18	graphical	graphical	ADJ
cana-2588	253	19	representation	representation	NOUN
cana-2588	253	20	,	,	PUNCT
cana-2588	253	21	which	which	PRON
cana-2588	253	22	makes	make	VERB
cana-2588	253	23	it	it	PRON
cana-2588	253	24	simple	simple	ADJ
cana-2588	253	25	to	to	ADP
cana-2588	253	26	spot	spot	NOUN
cana-2588	253	27	trends	trend	NOUN
cana-2588	253	28	and	and	CCONJ
cana-2588	253	29	outliers	outlier	NOUN
cana-2588	253	30	.	.	PUNCT
cana-2588	254	1	fig	fig	NOUN
cana-2588	254	2	.	.	PUNCT
cana-2588	255	1	1	1	NUM
cana-2588	255	2	:	:	PUNCT
cana-2588	255	3	soil	soil	NOUN
cana-2588	255	4	nutrient	nutrient	NOUN
cana-2588	255	5	levels	level	NOUN
cana-2588	255	6	analysis	analysis	NOUN
cana-2588	255	7	the	the	DET
cana-2588	255	8	suggested	suggest	VERB
cana-2588	255	9	nutrient	nutrient	NOUN
cana-2588	255	10	levels	level	NOUN
cana-2588	255	11	(	(	PUNCT
cana-2588	255	12	in	in	ADP
cana-2588	255	13	ppm	ppm	NOUN
cana-2588	255	14	)	)	PUNCT
cana-2588	255	15	for	for	ADP
cana-2588	255	16	the	the	DET
cana-2588	255	17	four	four	NUM
cana-2588	255	18	crop	crop	NOUN
cana-2588	255	19	types	type	NOUN
cana-2588	255	20	(	(	PUNCT
cana-2588	255	21	wheat	wheat	NOUN
cana-2588	255	22	,	,	PUNCT
cana-2588	255	23	corn	corn	NOUN
cana-2588	255	24	,	,	PUNCT
cana-2588	255	25	soybeans	soybean	NOUN
cana-2588	255	26	,	,	PUNCT
cana-2588	255	27	and	and	CCONJ
cana-2588	255	28	barley	barley	NOUN
cana-2588	255	29	)	)	PUNCT
cana-2588	255	30	are	be	AUX
cana-2588	255	31	shown	show	VERB
cana-2588	255	32	in	in	ADP
cana-2588	255	33	table	table	NOUN
cana-2588	255	34	2	2	NUM
cana-2588	255	35	,	,	PUNCT
cana-2588	255	36	along	along	ADP
cana-2588	255	37	with	with	ADP
cana-2588	255	38	the	the	DET
cana-2588	255	39	percentage	percentage	NOUN
cana-2588	255	40	increase	increase	NOUN
cana-2588	255	41	in	in	ADP
cana-2588	255	42	yield	yield	NOUN
cana-2588	255	43	that	that	PRON
cana-2588	255	44	corresponds	correspond	VERB
cana-2588	255	45	to	to	ADP
cana-2588	255	46	each	each	DET
cana-2588	255	47	level	level	NOUN
cana-2588	255	48	.	.	PUNCT
cana-2588	256	1	the	the	DET
cana-2588	256	2	recommendations	recommendation	NOUN
cana-2588	256	3	for	for	ADP
cana-2588	256	4	nutrients	nutrient	NOUN
cana-2588	256	5	are	be	AUX
cana-2588	256	6	based	base	VERB
cana-2588	256	7	on	on	ADP
cana-2588	256	8	the	the	DET
cana-2588	256	9	idea	idea	NOUN
cana-2588	256	10	that	that	SCONJ
cana-2588	256	11	these	these	DET
cana-2588	256	12	crops	crop	NOUN
cana-2588	256	13	may	may	AUX
cana-2588	256	14	be	be	AUX
cana-2588	256	15	grown	grow	VERB
cana-2588	256	16	as	as	ADV
cana-2588	256	17	much	much	ADV
cana-2588	256	18	as	as	ADP
cana-2588	256	19	possible	possible	ADJ
cana-2588	256	20	communications	communication	NOUN
cana-2588	256	21	on	on	ADP
cana-2588	256	22	applied	apply	VERB
cana-2588	256	23	nonlinear	nonlinear	ADJ
cana-2588	256	24	analysis	analysis	NOUN
cana-2588	256	25	issn	issn	NOUN
cana-2588	256	26	:	:	PUNCT
cana-2588	256	27	1074	1074	NUM
cana-2588	256	28	-	-	PUNCT
cana-2588	256	29	133x	133x	NUM
cana-2588	256	30	vol	vol	NOUN
cana-2588	256	31	32	32	NUM
cana-2588	256	32	no	no	NOUN
cana-2588	256	33	.	.	PUNCT
cana-2588	257	1	3s	3s	NUM
cana-2588	257	2	(	(	PUNCT
cana-2588	257	3	2025	2025	NUM
cana-2588	257	4	)	)	PUNCT
cana-2588	257	5	190	190	NUM
cana-2588	257	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	257	7	with	with	ADP
cana-2588	257	8	appropriate	appropriate	ADJ
cana-2588	257	9	nutrient	nutrient	ADJ
cana-2588	257	10	management	management	NOUN
cana-2588	257	11	,	,	PUNCT
cana-2588	257	12	with	with	ADP
cana-2588	257	13	a	a	DET
cana-2588	257	14	special	special	ADJ
cana-2588	257	15	emphasis	emphasis	NOUN
cana-2588	257	16	on	on	ADP
cana-2588	257	17	the	the	DET
cana-2588	257	18	elements	element	NOUN
cana-2588	257	19	nitrogen	nitrogen	NOUN
cana-2588	257	20	(	(	PUNCT
cana-2588	257	21	n	n	CCONJ
cana-2588	257	22	)	)	PUNCT
cana-2588	257	23	,	,	PUNCT
cana-2588	257	24	phosphorus	phosphorus	NOUN
cana-2588	257	25	(	(	PUNCT
cana-2588	257	26	p	p	NOUN
cana-2588	257	27	)	)	PUNCT
cana-2588	257	28	,	,	PUNCT
cana-2588	257	29	and	and	CCONJ
cana-2588	257	30	potassium	potassium	NOUN
cana-2588	257	31	(	(	PUNCT
cana-2588	257	32	k	k	NOUN
cana-2588	257	33	)	)	PUNCT
cana-2588	257	34	,	,	PUNCT
cana-2588	257	35	which	which	PRON
cana-2588	257	36	are	be	AUX
cana-2588	257	37	essential	essential	ADJ
cana-2588	257	38	for	for	ADP
cana-2588	257	39	plant	plant	NOUN
cana-2588	257	40	development	development	NOUN
cana-2588	257	41	.	.	PUNCT
cana-2588	258	1	table	table	NOUN
cana-2588	258	2	2	2	NUM
cana-2588	258	3	:	:	PUNCT
cana-2588	258	4	crop	crop	NOUN
cana-2588	258	5	yield	yield	NOUN
cana-2588	258	6	recommendations	recommendation	NOUN
cana-2588	258	7	based	base	VERB
cana-2588	258	8	on	on	ADP
cana-2588	258	9	soil	soil	NOUN
cana-2588	258	10	nutrients	nutrient	NOUN
cana-2588	258	11	crop	crop	NOUN
cana-2588	258	12	type	type	NOUN
cana-2588	258	13	recommended	recommend	VERB
cana-2588	258	14	nutrient	nutrient	ADJ
cana-2588	258	15	levels	level	NOUN
cana-2588	258	16	(	(	PUNCT
cana-2588	258	17	ppm	ppm	NOUN
cana-2588	258	18	)	)	PUNCT
cana-2588	258	19	yield	yield	NOUN
cana-2588	258	20	increase	increase	NOUN
cana-2588	258	21	(	(	PUNCT
cana-2588	258	22	%	%	INTJ
cana-2588	258	23	)	)	PUNCT
cana-2588	258	24	wheat	wheat	NOUN
cana-2588	258	25	n	n	CCONJ
cana-2588	258	26	:	:	PUNCT
cana-2588	258	27	40	40	NUM
cana-2588	258	28	,	,	PUNCT
cana-2588	258	29	p	p	X
cana-2588	258	30	:	:	PUNCT
cana-2588	258	31	25	25	NUM
cana-2588	258	32	,	,	PUNCT
cana-2588	258	33	k	k	NOUN
cana-2588	258	34	:	:	PUNCT
cana-2588	258	35	20	20	NUM
cana-2588	258	36	15	15	NUM
cana-2588	258	37	corn	corn	NOUN
cana-2588	258	38	n	n	CCONJ
cana-2588	258	39	:	:	PUNCT
cana-2588	258	40	60	60	NUM
cana-2588	258	41	,	,	PUNCT
cana-2588	258	42	p	p	X
cana-2588	258	43	:	:	SYM
cana-2588	258	44	30	30	NUM
cana-2588	258	45	,	,	PUNCT
cana-2588	258	46	k	k	NOUN
cana-2588	258	47	:	:	PUNCT
cana-2588	258	48	25	25	NUM
cana-2588	258	49	20	20	NUM
cana-2588	258	50	soybean	soybean	NOUN
cana-2588	258	51	n	n	CCONJ
cana-2588	258	52	:	:	PUNCT
cana-2588	258	53	50	50	NUM
cana-2588	258	54	,	,	PUNCT
cana-2588	258	55	p	p	X
cana-2588	258	56	:	:	PUNCT
cana-2588	258	57	20	20	NUM
cana-2588	258	58	,	,	PUNCT
cana-2588	258	59	k	k	NOUN
cana-2588	258	60	:	:	PUNCT
cana-2588	258	61	30	30	NUM
cana-2588	258	62	18	18	NUM
cana-2588	258	63	barley	barley	NOUN
cana-2588	258	64	n	n	CCONJ
cana-2588	258	65	:	:	PUNCT
cana-2588	258	66	45	45	NUM
cana-2588	258	67	,	,	PUNCT
cana-2588	258	68	p	p	X
cana-2588	258	69	:	:	PUNCT
cana-2588	258	70	22	22	NUM
cana-2588	258	71	,	,	PUNCT
cana-2588	258	72	k	k	NOUN
cana-2588	258	73	:	:	PUNCT
cana-2588	258	74	25	25	NUM
cana-2588	258	75	12	12	NUM
cana-2588	258	76	this	this	DET
cana-2588	258	77	data	datum	NOUN
cana-2588	258	78	is	be	AUX
cana-2588	258	79	shown	show	VERB
cana-2588	258	80	in	in	ADP
cana-2588	258	81	a	a	DET
cana-2588	258	82	line	line	NOUN
cana-2588	258	83	graph	graph	NOUN
cana-2588	258	84	manner	manner	NOUN
cana-2588	258	85	in	in	ADP
cana-2588	258	86	figure	figure	NOUN
cana-2588	258	87	2	2	NUM
cana-2588	258	88	,	,	PUNCT
cana-2588	258	89	which	which	PRON
cana-2588	258	90	facilitates	facilitate	VERB
cana-2588	258	91	easy	easy	ADJ
cana-2588	258	92	comparison	comparison	NOUN
cana-2588	258	93	of	of	ADP
cana-2588	258	94	nutrient	nutrient	ADJ
cana-2588	258	95	recommendations	recommendation	NOUN
cana-2588	258	96	and	and	CCONJ
cana-2588	258	97	related	relate	VERB
cana-2588	258	98	crop	crop	NOUN
cana-2588	258	99	productivity	productivity	NOUN
cana-2588	258	100	gains	gain	NOUN
cana-2588	258	101	.	.	PUNCT
cana-2588	259	1	according	accord	VERB
cana-2588	259	2	to	to	ADP
cana-2588	259	3	the	the	DET
cana-2588	259	4	line	line	NOUN
cana-2588	259	5	graph	graph	NOUN
cana-2588	259	6	,	,	PUNCT
cana-2588	259	7	maize	maize	NOUN
cana-2588	259	8	has	have	VERB
cana-2588	259	9	the	the	DET
cana-2588	259	10	highest	high	ADJ
cana-2588	259	11	nutritional	nutritional	ADJ
cana-2588	259	12	requirements	requirement	NOUN
cana-2588	259	13	,	,	PUNCT
cana-2588	259	14	especially	especially	ADV
cana-2588	259	15	for	for	ADP
cana-2588	259	16	nitrogen	nitrogen	NOUN
cana-2588	259	17	(	(	PUNCT
cana-2588	259	18	60	60	NUM
cana-2588	259	19	ppm	ppm	NOUN
cana-2588	259	20	)	)	PUNCT
cana-2588	259	21	,	,	PUNCT
cana-2588	259	22	which	which	PRON
cana-2588	259	23	corresponds	correspond	VERB
cana-2588	259	24	to	to	ADP
cana-2588	259	25	a	a	DET
cana-2588	259	26	20	20	NUM
cana-2588	259	27	%	%	NOUN
cana-2588	259	28	yield	yield	NOUN
cana-2588	259	29	improvement	improvement	NOUN
cana-2588	259	30	.	.	PUNCT
cana-2588	260	1	in	in	ADP
cana-2588	260	2	contrast	contrast	NOUN
cana-2588	260	3	,	,	PUNCT
cana-2588	260	4	barley	barley	NOUN
cana-2588	260	5	has	have	VERB
cana-2588	260	6	the	the	DET
cana-2588	260	7	lowest	low	ADJ
cana-2588	260	8	yield	yield	NOUN
cana-2588	260	9	increase	increase	NOUN
cana-2588	260	10	of	of	ADP
cana-2588	260	11	12	12	NUM
cana-2588	260	12	%	%	NOUN
cana-2588	260	13	and	and	CCONJ
cana-2588	260	14	lower	low	ADJ
cana-2588	260	15	nutrient	nutrient	NOUN
cana-2588	260	16	requirements	requirement	NOUN
cana-2588	260	17	(	(	PUNCT
cana-2588	260	18	n	n	CCONJ
cana-2588	260	19	:	:	PUNCT
cana-2588	260	20	45	45	NUM
cana-2588	260	21	ppm	ppm	NOUN
cana-2588	260	22	,	,	PUNCT
cana-2588	260	23	p	p	X
cana-2588	260	24	:	:	PUNCT
cana-2588	260	25	22	22	NUM
cana-2588	260	26	ppm	ppm	NOUN
cana-2588	260	27	,	,	PUNCT
cana-2588	260	28	and	and	CCONJ
cana-2588	260	29	k	k	NOUN
cana-2588	260	30	:	:	PUNCT
cana-2588	260	31	25	25	NUM
cana-2588	260	32	ppm	ppm	NOUN
cana-2588	260	33	)	)	PUNCT
cana-2588	260	34	.	.	PUNCT
cana-2588	261	1	an	an	DET
cana-2588	261	2	18	18	NUM
cana-2588	261	3	%	%	NOUN
cana-2588	261	4	increase	increase	NOUN
cana-2588	261	5	in	in	ADP
cana-2588	261	6	output	output	NOUN
cana-2588	261	7	is	be	AUX
cana-2588	261	8	seen	see	VERB
cana-2588	261	9	in	in	ADP
cana-2588	261	10	soybeans	soybean	NOUN
cana-2588	261	11	,	,	PUNCT
cana-2588	261	12	which	which	PRON
cana-2588	261	13	have	have	VERB
cana-2588	261	14	a	a	DET
cana-2588	261	15	high	high	ADJ
cana-2588	261	16	requirement	requirement	NOUN
cana-2588	261	17	for	for	ADP
cana-2588	261	18	potassium	potassium	NOUN
cana-2588	261	19	(	(	PUNCT
cana-2588	261	20	30	30	NUM
cana-2588	261	21	ppm	ppm	NOUN
cana-2588	261	22	)	)	PUNCT
cana-2588	261	23	,	,	PUNCT
cana-2588	261	24	highlighting	highlight	VERB
cana-2588	261	25	the	the	DET
cana-2588	261	26	significance	significance	NOUN
cana-2588	261	27	of	of	ADP
cana-2588	261	28	balanced	balanced	ADJ
cana-2588	261	29	nutrient	nutrient	ADJ
cana-2588	261	30	management	management	NOUN
cana-2588	261	31	.	.	PUNCT
cana-2588	262	1	wheat	wheat	NOUN
cana-2588	262	2	yields	yield	VERB
cana-2588	262	3	15	15	NUM
cana-2588	262	4	%	%	NOUN
cana-2588	262	5	more	more	ADJ
cana-2588	262	6	when	when	SCONJ
cana-2588	262	7	it	it	PRON
cana-2588	262	8	has	have	VERB
cana-2588	262	9	lower	low	ADJ
cana-2588	262	10	nutritional	nutritional	ADJ
cana-2588	262	11	requirements	requirement	NOUN
cana-2588	262	12	.	.	PUNCT
cana-2588	263	1	this	this	DET
cana-2588	263	2	graphic	graphic	ADJ
cana-2588	263	3	illustration	illustration	NOUN
cana-2588	263	4	highlights	highlight	VERB
cana-2588	263	5	the	the	DET
cana-2588	263	6	connection	connection	NOUN
cana-2588	263	7	between	between	ADP
cana-2588	263	8	nutrient	nutrient	NOUN
cana-2588	263	9	optimisation	optimisation	NOUN
cana-2588	263	10	and	and	CCONJ
cana-2588	263	11	yield	yield	NOUN
cana-2588	263	12	enhancement	enhancement	NOUN
cana-2588	263	13	and	and	CCONJ
cana-2588	263	14	aids	aid	NOUN
cana-2588	263	15	in	in	ADP
cana-2588	263	16	understanding	understand	VERB
cana-2588	263	17	how	how	SCONJ
cana-2588	263	18	changing	change	VERB
cana-2588	263	19	nutrient	nutrient	ADJ
cana-2588	263	20	levels	level	NOUN
cana-2588	263	21	might	might	AUX
cana-2588	263	22	affect	affect	VERB
cana-2588	263	23	crop	crop	NOUN
cana-2588	263	24	productivity	productivity	NOUN
cana-2588	263	25	.	.	PUNCT
cana-2588	264	1	fig	fig	NOUN
cana-2588	264	2	.	.	PUNCT
cana-2588	265	1	2	2	NUM
cana-2588	265	2	:	:	PUNCT
cana-2588	265	3	crop	crop	NOUN
cana-2588	265	4	yield	yield	NOUN
cana-2588	265	5	recommendations	recommendation	NOUN
cana-2588	265	6	based	base	VERB
cana-2588	265	7	on	on	ADP
cana-2588	265	8	soil	soil	NOUN
cana-2588	265	9	nutrients	nutrient	NOUN
cana-2588	265	10	four	four	NUM
cana-2588	265	11	soil	soil	NOUN
cana-2588	265	12	sensors	sensor	NOUN
cana-2588	265	13	(	(	PUNCT
cana-2588	265	14	a	a	DET
cana-2588	265	15	,	,	PUNCT
cana-2588	265	16	b	b	NOUN
cana-2588	265	17	,	,	PUNCT
cana-2588	265	18	c	c	NOUN
cana-2588	265	19	,	,	PUNCT
cana-2588	265	20	and	and	CCONJ
cana-2588	265	21	d	d	X
cana-2588	265	22	)	)	PUNCT
cana-2588	265	23	are	be	AUX
cana-2588	265	24	compared	compare	VERB
cana-2588	265	25	in	in	ADP
cana-2588	265	26	table	table	NOUN
cana-2588	265	27	3	3	NUM
cana-2588	265	28	according	accord	VERB
cana-2588	265	29	to	to	ADP
cana-2588	265	30	their	their	PRON
cana-2588	265	31	data	data	NOUN
cana-2588	265	32	transmission	transmission	NOUN
cana-2588	265	33	rate	rate	NOUN
cana-2588	265	34	(	(	PUNCT
cana-2588	265	35	mbps	mbps	NOUN
cana-2588	265	36	)	)	PUNCT
cana-2588	265	37	,	,	PUNCT
cana-2588	265	38	accuracy	accuracy	NOUN
cana-2588	265	39	(	(	PUNCT
cana-2588	265	40	%	%	NOUN
cana-2588	265	41	)	)	PUNCT
cana-2588	265	42	,	,	PUNCT
cana-2588	265	43	and	and	CCONJ
cana-2588	265	44	battery	battery	NOUN
cana-2588	265	45	life	life	NOUN
cana-2588	265	46	(	(	PUNCT
cana-2588	265	47	days	day	NOUN
cana-2588	265	48	)	)	PUNCT
cana-2588	265	49	.	.	PUNCT
cana-2588	266	1	the	the	DET
cana-2588	266	2	effectiveness	effectiveness	NOUN
cana-2588	266	3	and	and	CCONJ
cana-2588	266	4	dependability	dependability	NOUN
cana-2588	266	5	of	of	ADP
cana-2588	266	6	soil	soil	NOUN
cana-2588	266	7	monitoring	monitoring	NOUN
cana-2588	266	8	systems	system	NOUN
cana-2588	266	9	used	use	VERB
cana-2588	266	10	in	in	ADP
cana-2588	266	11	precision	precision	NOUN
cana-2588	266	12	agriculture	agriculture	NOUN
cana-2588	266	13	are	be	AUX
cana-2588	266	14	greatly	greatly	ADV
cana-2588	266	15	influenced	influence	VERB
cana-2588	266	16	by	by	ADP
cana-2588	266	17	these	these	DET
cana-2588	266	18	variables	variable	NOUN
cana-2588	266	19	.	.	PUNCT
cana-2588	267	1	this	this	DET
cana-2588	267	2	data	data	NOUN
cana-2588	267	3	is	be	AUX
cana-2588	267	4	shown	show	VERB
cana-2588	267	5	as	as	ADP
cana-2588	267	6	a	a	DET
cana-2588	267	7	line	line	NOUN
cana-2588	267	8	graph	graph	NOUN
cana-2588	267	9	in	in	ADP
cana-2588	267	10	figure	figure	NOUN
cana-2588	267	11	3	3	NUM
cana-2588	267	12	,	,	PUNCT
cana-2588	267	13	which	which	PRON
cana-2588	267	14	makes	make	VERB
cana-2588	267	15	it	it	PRON
cana-2588	267	16	possible	possible	ADJ
cana-2588	267	17	to	to	PART
cana-2588	267	18	compare	compare	VERB
cana-2588	267	19	the	the	DET
cana-2588	267	20	performance	performance	NOUN
cana-2588	267	21	of	of	ADP
cana-2588	267	22	each	each	DET
cana-2588	267	23	sensor	sensor	NOUN
cana-2588	267	24	directly	directly	ADV
cana-2588	267	25	across	across	ADP
cana-2588	267	26	the	the	DET
cana-2588	267	27	three	three	NUM
cana-2588	267	28	parameters	parameter	NOUN
cana-2588	267	29	.	.	PUNCT
cana-2588	268	1	with	with	ADP
cana-2588	268	2	its	its	PRON
cana-2588	268	3	longest	long	ADJ
cana-2588	268	4	battery	battery	NOUN
cana-2588	268	5	life	life	NOUN
cana-2588	268	6	of	of	ADP
cana-2588	268	7	60	60	NUM
cana-2588	268	8	days	day	NOUN
cana-2588	268	9	and	and	CCONJ
cana-2588	268	10	best	good	ADJ
cana-2588	268	11	accuracy	accuracy	NOUN
cana-2588	268	12	of	of	ADP
cana-2588	268	13	95	95	NUM
cana-2588	268	14	%	%	NOUN
cana-2588	268	15	,	,	PUNCT
cana-2588	268	16	soil	soil	NOUN
cana-2588	268	17	sensor	sensor	NOUN
cana-2588	268	18	a	a	DET
cana-2588	268	19	stands	stand	VERB
cana-2588	268	20	out	out	ADP
cana-2588	268	21	despite	despite	SCONJ
cana-2588	268	22	having	have	VERB
cana-2588	268	23	a	a	DET
cana-2588	268	24	moderate	moderate	ADJ
cana-2588	268	25	data	data	NOUN
cana-2588	268	26	transfer	transfer	NOUN
cana-2588	268	27	rate	rate	NOUN
cana-2588	268	28	of	of	ADP
cana-2588	268	29	1.2	1.2	NUM
cana-2588	268	30	mbps	mbps	NOUN
cana-2588	268	31	.	.	PUNCT
cana-2588	269	1	however	however	ADV
cana-2588	269	2	,	,	PUNCT
cana-2588	269	3	soil	soil	NOUN
cana-2588	269	4	sensor	sensor	NOUN
cana-2588	269	5	b	b	PROPN
cana-2588	269	6	delivers	deliver	VERB
cana-2588	269	7	the	the	DET
cana-2588	269	8	greatest	great	ADJ
cana-2588	269	9	data	data	NOUN
cana-2588	269	10	transfer	transfer	NOUN
cana-2588	269	11	rate	rate	NOUN
cana-2588	269	12	(	(	PUNCT
cana-2588	269	13	1.5	1.5	NUM
cana-2588	269	14	mbps	mbps	NOUN
cana-2588	269	15	)	)	PUNCT
cana-2588	269	16	and	and	CCONJ
cana-2588	269	17	has	have	VERB
cana-2588	269	18	a	a	DET
cana-2588	269	19	little	little	ADJ
cana-2588	269	20	poorer	poor	ADJ
cana-2588	269	21	accuracy	accuracy	NOUN
cana-2588	269	22	(	(	PUNCT
cana-2588	269	23	90	90	NUM
cana-2588	269	24	%	%	NOUN
cana-2588	269	25	)	)	PUNCT
cana-2588	269	26	and	and	CCONJ
cana-2588	269	27	battery	battery	NOUN
cana-2588	269	28	life	life	NOUN
cana-2588	269	29	(	(	PUNCT
cana-2588	269	30	45	45	NUM
cana-2588	269	31	days	day	NOUN
cana-2588	269	32	)	)	PUNCT
cana-2588	269	33	.	.	PUNCT
cana-2588	270	1	this	this	PRON
cana-2588	270	2	could	could	AUX
cana-2588	270	3	be	be	AUX
cana-2588	270	4	useful	useful	ADJ
cana-2588	270	5	in	in	ADP
cana-2588	270	6	situations	situation	NOUN
cana-2588	270	7	where	where	SCONJ
cana-2588	270	8	faster	fast	ADJ
cana-2588	270	9	data	datum	NOUN
cana-2588	270	10	processing	processing	NOUN
cana-2588	270	11	is	be	AUX
cana-2588	270	12	required	require	VERB
cana-2588	270	13	.	.	PUNCT
cana-2588	271	1	communications	communication	NOUN
cana-2588	271	2	on	on	ADP
cana-2588	271	3	applied	apply	VERB
cana-2588	271	4	nonlinear	nonlinear	ADJ
cana-2588	271	5	analysis	analysis	NOUN
cana-2588	271	6	issn	issn	NOUN
cana-2588	271	7	:	:	PUNCT
cana-2588	271	8	1074	1074	NUM
cana-2588	271	9	-	-	PUNCT
cana-2588	271	10	133x	133x	NUM
cana-2588	271	11	vol	vol	NOUN
cana-2588	271	12	32	32	NUM
cana-2588	271	13	no	no	NOUN
cana-2588	271	14	.	.	PUNCT
cana-2588	272	1	3s	3s	NUM
cana-2588	272	2	(	(	PUNCT
cana-2588	272	3	2025	2025	NUM
cana-2588	272	4	)	)	PUNCT
cana-2588	272	5	191	191	NUM
cana-2588	272	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	272	7	table	table	NOUN
cana-2588	272	8	3	3	NUM
cana-2588	272	9	:	:	PUNCT
cana-2588	272	10	iot	iot	ADJ
cana-2588	272	11	device	device	NOUN
cana-2588	272	12	accuracy	accuracy	NOUN
cana-2588	272	13	and	and	CCONJ
cana-2588	272	14	performance	performance	NOUN
cana-2588	272	15	metrics	metric	NOUN
cana-2588	272	16	device	device	NOUN
cana-2588	272	17	type	type	NOUN
cana-2588	272	18	accuracy	accuracy	NOUN
cana-2588	272	19	(	(	PUNCT
cana-2588	272	20	%	%	NOUN
cana-2588	272	21	)	)	PUNCT
cana-2588	272	22	battery	battery	NOUN
cana-2588	272	23	life	life	NOUN
cana-2588	272	24	(	(	PUNCT
cana-2588	272	25	days	day	NOUN
cana-2588	272	26	)	)	PUNCT
cana-2588	272	27	data	data	NOUN
cana-2588	272	28	transmission	transmission	NOUN
cana-2588	272	29	rate	rate	NOUN
cana-2588	272	30	(	(	PUNCT
cana-2588	272	31	mbps	mbps	NOUN
cana-2588	272	32	)	)	PUNCT
cana-2588	272	33	soil	soil	NOUN
cana-2588	272	34	sensor	sensor	NOUN
cana-2588	272	35	a	a	DET
cana-2588	272	36	95	95	NUM
cana-2588	272	37	60	60	NUM
cana-2588	272	38	1.2	1.2	NUM
cana-2588	272	39	soil	soil	NOUN
cana-2588	272	40	sensor	sensor	NOUN
cana-2588	272	41	b	b	PROPN
cana-2588	272	42	90	90	NUM
cana-2588	272	43	45	45	NUM
cana-2588	272	44	1.5	1.5	NUM
cana-2588	272	45	soil	soil	NOUN
cana-2588	272	46	sensor	sensor	NOUN
cana-2588	272	47	c	c	PROPN
cana-2588	272	48	85	85	NUM
cana-2588	272	49	30	30	NUM
cana-2588	272	50	1	1	NUM
cana-2588	272	51	soil	soil	NOUN
cana-2588	272	52	sensor	sensor	NOUN
cana-2588	272	53	d	d	NOUN
cana-2588	272	54	92	92	NUM
cana-2588	272	55	50	50	NUM
cana-2588	272	56	1.3	1.3	NUM
cana-2588	272	57	the	the	DET
cana-2588	272	58	soil	soil	NOUN
cana-2588	272	59	sensor	sensor	NOUN
cana-2588	272	60	c	c	PROPN
cana-2588	272	61	has	have	VERB
cana-2588	272	62	the	the	DET
cana-2588	272	63	lowest	low	ADJ
cana-2588	272	64	accuracy	accuracy	NOUN
cana-2588	272	65	(	(	PUNCT
cana-2588	272	66	85	85	NUM
cana-2588	272	67	%	%	NOUN
cana-2588	272	68	)	)	PUNCT
cana-2588	272	69	and	and	CCONJ
cana-2588	272	70	longest	long	ADJ
cana-2588	272	71	battery	battery	NOUN
cana-2588	272	72	life	life	NOUN
cana-2588	272	73	(	(	PUNCT
cana-2588	272	74	30	30	NUM
cana-2588	272	75	days	day	NOUN
cana-2588	272	76	)	)	PUNCT
cana-2588	272	77	,	,	PUNCT
cana-2588	272	78	while	while	SCONJ
cana-2588	272	79	still	still	ADV
cana-2588	272	80	managing	manage	VERB
cana-2588	272	81	to	to	PART
cana-2588	272	82	transmit	transmit	VERB
cana-2588	272	83	data	datum	NOUN
cana-2588	272	84	at	at	ADP
cana-2588	272	85	a	a	DET
cana-2588	272	86	reasonable	reasonable	ADJ
cana-2588	272	87	pace	pace	NOUN
cana-2588	272	88	(	(	PUNCT
cana-2588	272	89	1	1	NUM
cana-2588	272	90	mbps	mbps	NOUN
cana-2588	272	91	)	)	PUNCT
cana-2588	272	92	.	.	PUNCT
cana-2588	273	1	as	as	ADP
cana-2588	273	2	for	for	ADP
cana-2588	273	3	soil	soil	NOUN
cana-2588	273	4	sensor	sensor	NOUN
cana-2588	273	5	d	d	NOUN
cana-2588	273	6	,	,	PUNCT
cana-2588	273	7	it	it	PRON
cana-2588	273	8	balances	balance	VERB
cana-2588	273	9	data	data	NOUN
cana-2588	273	10	transmission	transmission	NOUN
cana-2588	273	11	rate	rate	NOUN
cana-2588	273	12	(	(	PUNCT
cana-2588	273	13	1.3	1.3	NUM
cana-2588	273	14	mbps	mbps	NOUN
cana-2588	273	15	)	)	PUNCT
cana-2588	273	16	,	,	PUNCT
cana-2588	273	17	battery	battery	NOUN
cana-2588	273	18	life	life	NOUN
cana-2588	273	19	(	(	PUNCT
cana-2588	273	20	50	50	NUM
cana-2588	273	21	days	day	NOUN
cana-2588	273	22	)	)	PUNCT
cana-2588	273	23	,	,	PUNCT
cana-2588	273	24	and	and	CCONJ
cana-2588	273	25	accuracy	accuracy	NOUN
cana-2588	273	26	(	(	PUNCT
cana-2588	273	27	92	92	NUM
cana-2588	273	28	%	%	NOUN
cana-2588	273	29	)	)	PUNCT
cana-2588	273	30	.	.	PUNCT
cana-2588	274	1	the	the	DET
cana-2588	274	2	trade	trade	NOUN
cana-2588	274	3	-	-	PUNCT
cana-2588	274	4	offs	off	NOUN
cana-2588	274	5	between	between	ADP
cana-2588	274	6	accuracy	accuracy	NOUN
cana-2588	274	7	,	,	PUNCT
cana-2588	274	8	battery	battery	NOUN
cana-2588	274	9	life	life	NOUN
cana-2588	274	10	,	,	PUNCT
cana-2588	274	11	and	and	CCONJ
cana-2588	274	12	data	datum	NOUN
cana-2588	274	13	transmission	transmission	NOUN
cana-2588	274	14	rate	rate	NOUN
cana-2588	274	15	are	be	AUX
cana-2588	274	16	shown	show	VERB
cana-2588	274	17	graphically	graphically	ADV
cana-2588	274	18	in	in	ADP
cana-2588	274	19	this	this	DET
cana-2588	274	20	illustration	illustration	NOUN
cana-2588	274	21	,	,	PUNCT
cana-2588	274	22	which	which	PRON
cana-2588	274	23	aids	aid	VERB
cana-2588	274	24	in	in	ADP
cana-2588	274	25	the	the	DET
cana-2588	274	26	selection	selection	NOUN
cana-2588	274	27	of	of	ADP
cana-2588	274	28	an	an	DET
cana-2588	274	29	appropriate	appropriate	ADJ
cana-2588	274	30	soil	soil	NOUN
cana-2588	274	31	sensor	sensor	NOUN
cana-2588	274	32	depending	depend	VERB
cana-2588	274	33	on	on	ADP
cana-2588	274	34	particular	particular	ADJ
cana-2588	274	35	agricultural	agricultural	ADJ
cana-2588	274	36	requirements	requirement	NOUN
cana-2588	274	37	.	.	PUNCT
cana-2588	275	1	fig	fig	NOUN
cana-2588	275	2	.	.	PUNCT
cana-2588	276	1	3	3	NUM
cana-2588	276	2	:	:	PUNCT
cana-2588	276	3	iot	iot	ADJ
cana-2588	276	4	device	device	NOUN
cana-2588	276	5	accuracy	accuracy	NOUN
cana-2588	276	6	and	and	CCONJ
cana-2588	276	7	performance	performance	NOUN
cana-2588	276	8	metrics	metric	NOUN
cana-2588	276	9	a	a	DET
cana-2588	276	10	bar	bar	NOUN
cana-2588	276	11	graph	graph	NOUN
cana-2588	276	12	representing	represent	VERB
cana-2588	276	13	the	the	DET
cana-2588	276	14	average	average	ADJ
cana-2588	276	15	concentrations	concentration	NOUN
cana-2588	276	16	of	of	ADP
cana-2588	276	17	nitrogen	nitrogen	NOUN
cana-2588	276	18	(	(	PUNCT
cana-2588	276	19	n	n	CCONJ
cana-2588	276	20	)	)	PUNCT
cana-2588	276	21	,	,	PUNCT
cana-2588	276	22	phosphorus	phosphorus	NOUN
cana-2588	276	23	(	(	PUNCT
cana-2588	276	24	p	p	NOUN
cana-2588	276	25	)	)	PUNCT
cana-2588	276	26	,	,	PUNCT
cana-2588	276	27	and	and	CCONJ
cana-2588	276	28	potassium	potassium	NOUN
cana-2588	276	29	(	(	PUNCT
cana-2588	276	30	k	k	NOUN
cana-2588	276	31	)	)	PUNCT
cana-2588	276	32	in	in	ADP
cana-2588	276	33	relation	relation	NOUN
cana-2588	276	34	to	to	ADP
cana-2588	276	35	the	the	DET
cana-2588	276	36	four	four	NUM
cana-2588	276	37	seasons	season	NOUN
cana-2588	276	38	—	—	PUNCT
cana-2588	276	39	spring	spring	NOUN
cana-2588	276	40	,	,	PUNCT
cana-2588	276	41	summer	summer	NOUN
cana-2588	276	42	,	,	PUNCT
cana-2588	276	43	fall	fall	NOUN
cana-2588	276	44	,	,	PUNCT
cana-2588	276	45	and	and	CCONJ
cana-2588	276	46	winter	winter	NOUN
cana-2588	276	47	—	—	PUNCT
cana-2588	276	48	is	be	AUX
cana-2588	276	49	shown	show	VERB
cana-2588	276	50	in	in	ADP
cana-2588	276	51	figure	figure	NOUN
cana-2588	276	52	4	4	NUM
cana-2588	276	53	.	.	PUNCT
cana-2588	276	54	awareness	awareness	NOUN
cana-2588	276	55	nutrient	nutrient	NOUN
cana-2588	276	56	availability	availability	NOUN
cana-2588	276	57	and	and	CCONJ
cana-2588	276	58	demand	demand	NOUN
cana-2588	276	59	throughout	throughout	ADP
cana-2588	276	60	the	the	DET
cana-2588	276	61	year	year	NOUN
cana-2588	276	62	requires	require	VERB
cana-2588	276	63	an	an	DET
cana-2588	276	64	awareness	awareness	NOUN
cana-2588	276	65	of	of	ADP
cana-2588	276	66	this	this	DET
cana-2588	276	67	seasonal	seasonal	ADJ
cana-2588	276	68	change	change	NOUN
cana-2588	276	69	.	.	PUNCT
cana-2588	277	1	according	accord	VERB
cana-2588	277	2	to	to	ADP
cana-2588	277	3	the	the	DET
cana-2588	277	4	graph	graph	NOUN
cana-2588	277	5	,	,	PUNCT
cana-2588	277	6	spring	spring	NOUN
cana-2588	277	7	has	have	VERB
cana-2588	277	8	the	the	DET
cana-2588	277	9	highest	high	ADJ
cana-2588	277	10	average	average	ADJ
cana-2588	277	11	levels	level	NOUN
cana-2588	277	12	of	of	ADP
cana-2588	277	13	potassium	potassium	NOUN
cana-2588	277	14	(	(	PUNCT
cana-2588	277	15	26	26	NUM
cana-2588	277	16	ppm	ppm	NOUN
cana-2588	277	17	)	)	PUNCT
cana-2588	277	18	and	and	CCONJ
cana-2588	277	19	nitrogen	nitrogen	NOUN
cana-2588	277	20	(	(	PUNCT
cana-2588	277	21	47.5	47.5	NUM
cana-2588	277	22	ppm	ppm	NOUN
cana-2588	277	23	)	)	PUNCT
cana-2588	277	24	,	,	PUNCT
cana-2588	277	25	but	but	CCONJ
cana-2588	277	26	winter	winter	NOUN
cana-2588	277	27	has	have	VERB
cana-2588	277	28	slightly	slightly	ADV
cana-2588	277	29	higher	high	ADJ
cana-2588	277	30	levels	level	NOUN
cana-2588	277	31	of	of	ADP
cana-2588	277	32	phosphorus	phosphorus	NOUN
cana-2588	277	33	(	(	PUNCT
cana-2588	277	34	33.2	33.2	NUM
cana-2588	277	35	ppm	ppm	NOUN
cana-2588	277	36	)	)	PUNCT
cana-2588	277	37	.	.	PUNCT
cana-2588	278	1	the	the	DET
cana-2588	278	2	summertime	summertime	NOUN
cana-2588	278	3	has	have	VERB
cana-2588	278	4	the	the	DET
cana-2588	278	5	lowest	low	ADJ
cana-2588	278	6	average	average	ADJ
cana-2588	278	7	levels	level	NOUN
cana-2588	278	8	of	of	ADP
cana-2588	278	9	potassium	potassium	NOUN
cana-2588	278	10	(	(	PUNCT
cana-2588	278	11	24.5	24.5	NUM
cana-2588	278	12	ppm	ppm	NOUN
cana-2588	278	13	)	)	PUNCT
cana-2588	278	14	and	and	CCONJ
cana-2588	278	15	nitrogen	nitrogen	NOUN
cana-2588	278	16	(	(	PUNCT
cana-2588	278	17	43.2	43.2	NUM
cana-2588	278	18	ppm	ppm	NOUN
cana-2588	278	19	)	)	PUNCT
cana-2588	278	20	,	,	PUNCT
cana-2588	278	21	which	which	PRON
cana-2588	278	22	,	,	PUNCT
cana-2588	278	23	if	if	SCONJ
cana-2588	278	24	improperly	improperly	ADV
cana-2588	278	25	handled	handle	VERB
cana-2588	278	26	,	,	PUNCT
cana-2588	278	27	might	might	AUX
cana-2588	278	28	affect	affect	VERB
cana-2588	278	29	agricultural	agricultural	ADJ
cana-2588	278	30	development	development	NOUN
cana-2588	278	31	and	and	CCONJ
cana-2588	278	32	soil	soil	NOUN
cana-2588	278	33	health	health	NOUN
cana-2588	278	34	.	.	PUNCT
cana-2588	279	1	all	all	DET
cana-2588	279	2	three	three	NUM
cana-2588	279	3	nutrients	nutrient	NOUN
cana-2588	279	4	are	be	AUX
cana-2588	279	5	found	find	VERB
cana-2588	279	6	in	in	ADP
cana-2588	279	7	modest	modest	ADJ
cana-2588	279	8	amounts	amount	NOUN
cana-2588	279	9	throughout	throughout	ADP
cana-2588	279	10	the	the	DET
cana-2588	279	11	autumn	autumn	NOUN
cana-2588	279	12	season	season	NOUN
cana-2588	279	13	:	:	PUNCT
cana-2588	279	14	44.1	44.1	NUM
cana-2588	279	15	ppm	ppm	NOUN
cana-2588	279	16	of	of	ADP
cana-2588	279	17	nitrogen	nitrogen	NOUN
cana-2588	279	18	,	,	PUNCT
cana-2588	279	19	31	31	NUM
cana-2588	279	20	ppm	ppm	NOUN
cana-2588	279	21	of	of	ADP
cana-2588	279	22	phosphorus	phosphorus	NOUN
cana-2588	279	23	,	,	PUNCT
cana-2588	279	24	and	and	CCONJ
cana-2588	279	25	25	25	NUM
cana-2588	279	26	ppm	ppm	NOUN
cana-2588	279	27	of	of	ADP
cana-2588	279	28	potassium	potassium	NOUN
cana-2588	279	29	.	.	PUNCT
cana-2588	280	1	in	in	ADP
cana-2588	280	2	order	order	NOUN
cana-2588	280	3	to	to	PART
cana-2588	280	4	optimise	optimise	VERB
cana-2588	280	5	fertilisation	fertilisation	NOUN
cana-2588	280	6	techniques	technique	NOUN
cana-2588	280	7	and	and	CCONJ
cana-2588	280	8	guarantee	guarantee	VERB
cana-2588	280	9	that	that	SCONJ
cana-2588	280	10	plants	plant	NOUN
cana-2588	280	11	receive	receive	VERB
cana-2588	280	12	enough	enough	ADJ
cana-2588	280	13	nutrients	nutrient	NOUN
cana-2588	280	14	throughout	throughout	ADP
cana-2588	280	15	the	the	DET
cana-2588	280	16	growing	grow	VERB
cana-2588	280	17	seasons	season	NOUN
cana-2588	280	18	,	,	PUNCT
cana-2588	280	19	it	it	PRON
cana-2588	280	20	is	be	AUX
cana-2588	280	21	essential	essential	ADJ
cana-2588	280	22	to	to	PART
cana-2588	280	23	comprehend	comprehend	VERB
cana-2588	280	24	how	how	SCONJ
cana-2588	280	25	nutrient	nutrient	ADJ
cana-2588	280	26	levels	level	NOUN
cana-2588	280	27	vary	vary	VERB
cana-2588	280	28	seasonally	seasonally	ADV
cana-2588	280	29	.	.	PUNCT
cana-2588	281	1	this	this	DET
cana-2588	281	2	visual	visual	ADJ
cana-2588	281	3	representation	representation	NOUN
cana-2588	281	4	makes	make	VERB
cana-2588	281	5	this	this	DET
cana-2588	281	6	knowledge	knowledge	NOUN
cana-2588	281	7	easier	easy	ADJ
cana-2588	281	8	.	.	PUNCT
cana-2588	282	1	in	in	ADP
cana-2588	282	2	order	order	NOUN
cana-2588	282	3	to	to	PART
cana-2588	282	4	promote	promote	VERB
cana-2588	282	5	the	the	DET
cana-2588	282	6	best	good	ADJ
cana-2588	282	7	possible	possible	ADJ
cana-2588	282	8	plant	plant	NOUN
cana-2588	282	9	growth	growth	NOUN
cana-2588	282	10	and	and	CCONJ
cana-2588	282	11	productivity	productivity	NOUN
cana-2588	282	12	,	,	PUNCT
cana-2588	282	13	the	the	DET
cana-2588	282	14	data	data	NOUN
cana-2588	282	15	highlights	highlight	VERB
cana-2588	282	16	the	the	DET
cana-2588	282	17	necessity	necessity	NOUN
cana-2588	282	18	of	of	ADP
cana-2588	282	19	season	season	NOUN
cana-2588	282	20	-	-	PUNCT
cana-2588	282	21	specific	specific	ADJ
cana-2588	282	22	nutrient	nutrient	NOUN
cana-2588	282	23	management	management	NOUN
cana-2588	282	24	strategies	strategy	NOUN
cana-2588	282	25	.	.	PUNCT
cana-2588	283	1	communications	communication	NOUN
cana-2588	283	2	on	on	ADP
cana-2588	283	3	applied	apply	VERB
cana-2588	283	4	nonlinear	nonlinear	ADJ
cana-2588	283	5	analysis	analysis	NOUN
cana-2588	283	6	issn	issn	NOUN
cana-2588	283	7	:	:	PUNCT
cana-2588	283	8	1074	1074	NUM
cana-2588	283	9	-	-	PUNCT
cana-2588	283	10	133x	133x	NUM
cana-2588	283	11	vol	vol	NOUN
cana-2588	283	12	32	32	NUM
cana-2588	283	13	no	no	NOUN
cana-2588	283	14	.	.	PUNCT
cana-2588	284	1	3s	3s	NUM
cana-2588	284	2	(	(	PUNCT
cana-2588	284	3	2025	2025	NUM
cana-2588	284	4	)	)	PUNCT
cana-2588	284	5	192	192	NUM
cana-2588	284	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	284	7	fig	fig	NOUN
cana-2588	284	8	.	.	PUNCT
cana-2588	285	1	4	4	NUM
cana-2588	285	2	:	:	PUNCT
cana-2588	285	3	seasonal	seasonal	ADJ
cana-2588	285	4	variations	variation	NOUN
cana-2588	285	5	in	in	ADP
cana-2588	285	6	soil	soil	NOUN
cana-2588	285	7	nutrients	nutrient	NOUN
cana-2588	285	8	table	table	NOUN
cana-2588	285	9	4	4	NUM
cana-2588	285	10	shows	show	VERB
cana-2588	285	11	how	how	SCONJ
cana-2588	285	12	four	four	NUM
cana-2588	285	13	distinct	distinct	ADJ
cana-2588	285	14	models	model	NOUN
cana-2588	285	15	—	—	PUNCT
cana-2588	285	16	rule	rule	NOUN
cana-2588	285	17	-	-	PUNCT
cana-2588	285	18	based	base	VERB
cana-2588	285	19	,	,	PUNCT
cana-2588	285	20	machine	machine	NOUN
cana-2588	285	21	learning	learning	NOUN
cana-2588	285	22	,	,	PUNCT
cana-2588	285	23	deep	deep	ADJ
cana-2588	285	24	learning	learning	NOUN
cana-2588	285	25	,	,	PUNCT
cana-2588	285	26	and	and	CCONJ
cana-2588	285	27	hybrid	hybrid	NOUN
cana-2588	285	28	—	—	PUNCT
cana-2588	285	29	compare	compare	VERB
cana-2588	285	30	using	use	VERB
cana-2588	285	31	the	the	DET
cana-2588	285	32	following	follow	VERB
cana-2588	285	33	performance	performance	NOUN
cana-2588	285	34	metrics	metric	NOUN
cana-2588	285	35	:	:	PUNCT
cana-2588	285	36	f1	f1	NOUN
cana-2588	285	37	score	score	NOUN
cana-2588	285	38	,	,	PUNCT
cana-2588	285	39	accuracy	accuracy	NOUN
cana-2588	285	40	(	(	PUNCT
cana-2588	285	41	%	%	NOUN
cana-2588	285	42	)	)	PUNCT
cana-2588	285	43	,	,	PUNCT
cana-2588	285	44	precision	precision	NOUN
cana-2588	285	45	(	(	PUNCT
cana-2588	285	46	%	%	NOUN
cana-2588	285	47	)	)	PUNCT
cana-2588	285	48	,	,	PUNCT
cana-2588	285	49	and	and	CCONJ
cana-2588	285	50	recall	recall	NOUN
cana-2588	285	51	(	(	PUNCT
cana-2588	285	52	%	%	NOUN
cana-2588	285	53	)	)	PUNCT
cana-2588	285	54	.	.	PUNCT
cana-2588	286	1	these	these	DET
cana-2588	286	2	indicators	indicator	NOUN
cana-2588	286	3	are	be	AUX
cana-2588	286	4	crucial	crucial	ADJ
cana-2588	286	5	for	for	ADP
cana-2588	286	6	assessing	assess	VERB
cana-2588	286	7	each	each	DET
cana-2588	286	8	model	model	NOUN
cana-2588	286	9	's	's	PART
cana-2588	286	10	performance	performance	NOUN
cana-2588	286	11	in	in	ADP
cana-2588	286	12	categorisation	categorisation	NOUN
cana-2588	286	13	jobs	job	NOUN
cana-2588	286	14	.	.	PUNCT
cana-2588	287	1	with	with	ADP
cana-2588	287	2	an	an	DET
cana-2588	287	3	f1	f1	ADJ
cana-2588	287	4	score	score	NOUN
cana-2588	287	5	of	of	ADP
cana-2588	287	6	0.91	0.91	NUM
cana-2588	287	7	,	,	PUNCT
cana-2588	287	8	an	an	DET
cana-2588	287	9	accuracy	accuracy	NOUN
cana-2588	287	10	of	of	ADP
cana-2588	287	11	93	93	NUM
cana-2588	287	12	%	%	NOUN
cana-2588	287	13	,	,	PUNCT
cana-2588	287	14	precision	precision	NOUN
cana-2588	287	15	of	of	ADP
cana-2588	287	16	91	91	NUM
cana-2588	287	17	%	%	NOUN
cana-2588	287	18	,	,	PUNCT
cana-2588	287	19	recall	recall	NOUN
cana-2588	287	20	of	of	ADP
cana-2588	287	21	90	90	NUM
cana-2588	287	22	%	%	NOUN
cana-2588	287	23	,	,	PUNCT
cana-2588	287	24	and	and	CCONJ
cana-2588	287	25	recall	recall	NOUN
cana-2588	287	26	of	of	ADP
cana-2588	287	27	90	90	NUM
cana-2588	287	28	%	%	NOUN
cana-2588	287	29	,	,	PUNCT
cana-2588	287	30	the	the	DET
cana-2588	287	31	deep	deep	ADJ
cana-2588	287	32	learning	learning	NOUN
cana-2588	287	33	model	model	NOUN
cana-2588	287	34	performs	perform	VERB
cana-2588	287	35	best	well	ADV
cana-2588	287	36	overall	overall	ADJ
cana-2588	287	37	.	.	PUNCT
cana-2588	288	1	this	this	PRON
cana-2588	288	2	suggests	suggest	VERB
cana-2588	288	3	that	that	SCONJ
cana-2588	288	4	it	it	PRON
cana-2588	288	5	is	be	AUX
cana-2588	288	6	the	the	DET
cana-2588	288	7	most	most	ADV
cana-2588	288	8	effective	effective	ADJ
cana-2588	288	9	in	in	ADP
cana-2588	288	10	terms	term	NOUN
cana-2588	288	11	of	of	ADP
cana-2588	288	12	accurately	accurately	ADV
cana-2588	288	13	classifying	classify	VERB
cana-2588	288	14	cases	case	NOUN
cana-2588	288	15	,	,	PUNCT
cana-2588	288	16	reducing	reduce	VERB
cana-2588	288	17	false	false	ADJ
cana-2588	288	18	positives	positive	NOUN
cana-2588	288	19	,	,	PUNCT
cana-2588	288	20	and	and	CCONJ
cana-2588	288	21	efficiently	efficiently	ADV
cana-2588	288	22	gathering	gather	VERB
cana-2588	288	23	pertinent	pertinent	ADJ
cana-2588	288	24	data	datum	NOUN
cana-2588	288	25	.	.	PUNCT
cana-2588	289	1	following	follow	VERB
cana-2588	289	2	closely	closely	ADV
cana-2588	289	3	after	after	ADP
cana-2588	289	4	with	with	ADP
cana-2588	289	5	a	a	DET
cana-2588	289	6	robust	robust	ADJ
cana-2588	289	7	90	90	NUM
cana-2588	289	8	%	%	NOUN
cana-2588	289	9	accuracy	accuracy	NOUN
cana-2588	289	10	,	,	PUNCT
cana-2588	289	11	88	88	NUM
cana-2588	289	12	%	%	NOUN
cana-2588	289	13	precision	precision	NOUN
cana-2588	289	14	,	,	PUNCT
cana-2588	289	15	85	85	NUM
cana-2588	289	16	%	%	NOUN
cana-2588	289	17	recall	recall	NOUN
cana-2588	289	18	,	,	PUNCT
cana-2588	289	19	and	and	CCONJ
cana-2588	289	20	an	an	DET
cana-2588	289	21	f1	f1	ADJ
cana-2588	289	22	score	score	NOUN
cana-2588	289	23	of	of	ADP
cana-2588	289	24	0.86	0.86	NUM
cana-2588	289	25	is	be	AUX
cana-2588	289	26	the	the	DET
cana-2588	289	27	machine	machine	NOUN
cana-2588	289	28	learning	learn	VERB
cana-2588	289	29	model	model	NOUN
cana-2588	289	30	.	.	PUNCT
cana-2588	290	1	while	while	SCONJ
cana-2588	290	2	it	it	PRON
cana-2588	290	3	performs	perform	VERB
cana-2588	290	4	close	close	ADV
cana-2588	290	5	to	to	ADP
cana-2588	290	6	the	the	DET
cana-2588	290	7	deep	deep	ADJ
cana-2588	290	8	learning	learning	NOUN
cana-2588	290	9	model	model	NOUN
cana-2588	290	10	,	,	PUNCT
cana-2588	290	11	it	it	PRON
cana-2588	290	12	falls	fall	VERB
cana-2588	290	13	short	short	ADJ
cana-2588	290	14	in	in	ADP
cana-2588	290	15	terms	term	NOUN
cana-2588	290	16	of	of	ADP
cana-2588	290	17	precision	precision	NOUN
cana-2588	290	18	and	and	CCONJ
cana-2588	290	19	recall	recall	PROPN
cana-2588	290	20	balance	balance	NOUN
cana-2588	290	21	.	.	PUNCT
cana-2588	291	1	it	it	PRON
cana-2588	291	2	exhibits	exhibit	VERB
cana-2588	291	3	a	a	DET
cana-2588	291	4	high	high	ADJ
cana-2588	291	5	degree	degree	NOUN
cana-2588	291	6	of	of	ADP
cana-2588	291	7	reliability	reliability	NOUN
cana-2588	291	8	.	.	PUNCT
cana-2588	292	1	the	the	DET
cana-2588	292	2	hybrid	hybrid	NOUN
cana-2588	292	3	model	model	NOUN
cana-2588	292	4	offers	offer	VERB
cana-2588	292	5	a	a	DET
cana-2588	292	6	balanced	balanced	ADJ
cana-2588	292	7	approach	approach	NOUN
cana-2588	292	8	,	,	PUNCT
cana-2588	292	9	slightly	slightly	ADV
cana-2588	292	10	underperforming	underperform	VERB
cana-2588	292	11	the	the	DET
cana-2588	292	12	machine	machine	NOUN
cana-2588	292	13	learning	learning	NOUN
cana-2588	292	14	model	model	NOUN
cana-2588	292	15	but	but	CCONJ
cana-2588	292	16	retaining	retain	VERB
cana-2588	292	17	strong	strong	ADJ
cana-2588	292	18	metrics	metric	NOUN
cana-2588	292	19	anyway	anyway	ADV
cana-2588	292	20	,	,	PUNCT
cana-2588	292	21	with	with	ADP
cana-2588	292	22	accuracy	accuracy	NOUN
cana-2588	292	23	at	at	ADP
cana-2588	292	24	89	89	NUM
cana-2588	292	25	%	%	NOUN
cana-2588	292	26	,	,	PUNCT
cana-2588	292	27	precision	precision	NOUN
cana-2588	292	28	at	at	ADP
cana-2588	292	29	87	87	NUM
cana-2588	292	30	%	%	NOUN
cana-2588	292	31	,	,	PUNCT
cana-2588	292	32	recall	recall	VERB
cana-2588	292	33	at	at	ADP
cana-2588	292	34	84	84	NUM
cana-2588	292	35	%	%	NOUN
cana-2588	292	36	,	,	PUNCT
cana-2588	292	37	and	and	CCONJ
cana-2588	292	38	an	an	DET
cana-2588	292	39	f1	f1	ADJ
cana-2588	292	40	score	score	NOUN
cana-2588	292	41	of	of	ADP
cana-2588	292	42	0.85	0.85	NUM
cana-2588	292	43	.	.	PUNCT
cana-2588	293	1	despite	despite	SCONJ
cana-2588	293	2	being	be	AUX
cana-2588	293	3	the	the	DET
cana-2588	293	4	simplest	simple	ADJ
cana-2588	293	5	,	,	PUNCT
cana-2588	293	6	the	the	DET
cana-2588	293	7	rule	rule	NOUN
cana-2588	293	8	-	-	PUNCT
cana-2588	293	9	based	base	VERB
cana-2588	293	10	model	model	NOUN
cana-2588	293	11	gets	get	VERB
cana-2588	293	12	the	the	DET
cana-2588	293	13	lowest	low	ADJ
cana-2588	293	14	scores	score	NOUN
cana-2588	293	15	:	:	PUNCT
cana-2588	293	16	an	an	DET
cana-2588	293	17	f1	f1	ADJ
cana-2588	293	18	score	score	NOUN
cana-2588	293	19	of	of	ADP
cana-2588	293	20	0.79	0.79	NUM
cana-2588	293	21	,	,	PUNCT
cana-2588	293	22	accuracy	accuracy	NOUN
cana-2588	293	23	at	at	ADP
cana-2588	293	24	85	85	NUM
cana-2588	293	25	%	%	NOUN
cana-2588	293	26	,	,	PUNCT
cana-2588	293	27	precision	precision	NOUN
cana-2588	293	28	at	at	ADP
cana-2588	293	29	80	80	NUM
cana-2588	293	30	%	%	NOUN
cana-2588	293	31	,	,	PUNCT
cana-2588	293	32	and	and	CCONJ
cana-2588	293	33	recall	recall	VERB
cana-2588	293	34	at	at	ADP
cana-2588	293	35	78	78	NUM
cana-2588	293	36	%	%	NOUN
cana-2588	293	37	.	.	PUNCT
cana-2588	294	1	this	this	PRON
cana-2588	294	2	implies	imply	VERB
cana-2588	294	3	that	that	SCONJ
cana-2588	294	4	even	even	ADV
cana-2588	294	5	though	though	SCONJ
cana-2588	294	6	it	it	PRON
cana-2588	294	7	is	be	AUX
cana-2588	294	8	less	less	ADV
cana-2588	294	9	complicated	complicated	ADJ
cana-2588	294	10	than	than	ADP
cana-2588	294	11	the	the	DET
cana-2588	294	12	other	other	ADJ
cana-2588	294	13	models	model	NOUN
cana-2588	294	14	,	,	PUNCT
cana-2588	294	15	it	it	PRON
cana-2588	294	16	performs	perform	VERB
cana-2588	294	17	less	less	ADV
cana-2588	294	18	well	well	ADV
cana-2588	294	19	when	when	SCONJ
cana-2588	294	20	performing	perform	VERB
cana-2588	294	21	challenging	challenge	VERB
cana-2588	294	22	classification	classification	NOUN
cana-2588	294	23	problems	problem	NOUN
cana-2588	294	24	.	.	PUNCT
cana-2588	295	1	overall	overall	ADV
cana-2588	295	2	,	,	PUNCT
cana-2588	295	3	this	this	DET
cana-2588	295	4	table	table	NOUN
cana-2588	295	5	shows	show	VERB
cana-2588	295	6	how	how	SCONJ
cana-2588	295	7	different	different	ADJ
cana-2588	295	8	each	each	DET
cana-2588	295	9	model	model	NOUN
cana-2588	295	10	is	be	AUX
cana-2588	295	11	,	,	PUNCT
cana-2588	295	12	with	with	ADP
cana-2588	295	13	the	the	DET
cana-2588	295	14	rule	rule	NOUN
cana-2588	295	15	-	-	PUNCT
cana-2588	295	16	based	base	VERB
cana-2588	295	17	model	model	NOUN
cana-2588	295	18	being	be	AUX
cana-2588	295	19	the	the	DET
cana-2588	295	20	least	least	ADV
cana-2588	295	21	successful	successful	ADJ
cana-2588	295	22	and	and	CCONJ
cana-2588	295	23	deep	deep	ADJ
cana-2588	295	24	learning	learning	NOUN
cana-2588	295	25	being	be	AUX
cana-2588	295	26	the	the	DET
cana-2588	295	27	most	most	ADV
cana-2588	295	28	effective	effective	ADJ
cana-2588	295	29	in	in	ADP
cana-2588	295	30	terms	term	NOUN
cana-2588	295	31	of	of	ADP
cana-2588	295	32	accuracy	accuracy	NOUN
cana-2588	295	33	and	and	CCONJ
cana-2588	295	34	balanced	balanced	ADJ
cana-2588	295	35	performance	performance	NOUN
cana-2588	295	36	measures	measure	NOUN
cana-2588	295	37	.	.	PUNCT
cana-2588	296	1	table	table	NOUN
cana-2588	296	2	4	4	NUM
cana-2588	296	3	:	:	PUNCT
cana-2588	296	4	effectiveness	effectiveness	NOUN
cana-2588	296	5	of	of	ADP
cana-2588	296	6	different	different	ADJ
cana-2588	296	7	crop	crop	NOUN
cana-2588	296	8	recommendation	recommendation	NOUN
cana-2588	296	9	models	model	NOUN
cana-2588	296	10	model	model	NOUN
cana-2588	296	11	type	type	NOUN
cana-2588	296	12	accuracy	accuracy	NOUN
cana-2588	296	13	(	(	PUNCT
cana-2588	296	14	%	%	INTJ
cana-2588	296	15	)	)	PUNCT
cana-2588	296	16	precision	precision	NOUN
cana-2588	296	17	(	(	PUNCT
cana-2588	296	18	%	%	INTJ
cana-2588	296	19	)	)	PUNCT
cana-2588	296	20	recall	recall	NOUN
cana-2588	296	21	(	(	PUNCT
cana-2588	296	22	%	%	NOUN
cana-2588	296	23	)	)	PUNCT
cana-2588	296	24	f1	f1	NOUN
cana-2588	296	25	score	score	NOUN
cana-2588	296	26	rule	rule	NOUN
cana-2588	296	27	-	-	PUNCT
cana-2588	296	28	based	base	VERB
cana-2588	296	29	model	model	NOUN
cana-2588	296	30	85	85	NUM
cana-2588	296	31	80	80	NUM
cana-2588	296	32	78	78	NUM
cana-2588	296	33	0.79	0.79	NUM
cana-2588	296	34	machine	machine	NOUN
cana-2588	296	35	learning	learning	NOUN
cana-2588	296	36	model	model	NOUN
cana-2588	296	37	90	90	NUM
cana-2588	296	38	88	88	NUM
cana-2588	296	39	85	85	NUM
cana-2588	296	40	0.86	0.86	NUM
cana-2588	296	41	deep	deep	ADJ
cana-2588	296	42	learning	learning	NOUN
cana-2588	296	43	model	model	NOUN
cana-2588	296	44	93	93	NUM
cana-2588	296	45	91	91	NUM
cana-2588	296	46	90	90	NUM
cana-2588	296	47	0.91	0.91	NUM
cana-2588	296	48	hybrid	hybrid	ADJ
cana-2588	296	49	model	model	NOUN
cana-2588	296	50	89	89	NUM
cana-2588	296	51	87	87	NUM
cana-2588	296	52	84	84	NUM
cana-2588	296	53	0.85	0.85	NUM
cana-2588	296	54	a	a	DET
cana-2588	296	55	three	three	NUM
cana-2588	296	56	-	-	PUNCT
cana-2588	296	57	dimensional	dimensional	ADJ
cana-2588	296	58	pie	pie	NOUN
cana-2588	296	59	chart	chart	NOUN
cana-2588	296	60	displaying	display	VERB
cana-2588	296	61	the	the	DET
cana-2588	296	62	incidence	incidence	NOUN
cana-2588	296	63	of	of	ADP
cana-2588	296	64	nutritional	nutritional	ADJ
cana-2588	296	65	shortages	shortage	NOUN
cana-2588	296	66	in	in	ADP
cana-2588	296	67	different	different	ADJ
cana-2588	296	68	crops	crop	NOUN
cana-2588	296	69	is	be	AUX
cana-2588	296	70	presented	present	VERB
cana-2588	296	71	in	in	ADP
cana-2588	296	72	figure	figure	NOUN
cana-2588	296	73	5	5	NUM
cana-2588	296	74	.	.	PUNCT
cana-2588	296	75	according	accord	VERB
cana-2588	296	76	to	to	ADP
cana-2588	296	77	the	the	DET
cana-2588	296	78	table	table	NOUN
cana-2588	296	79	,	,	PUNCT
cana-2588	296	80	the	the	DET
cana-2588	296	81	most	most	ADV
cana-2588	296	82	prevalent	prevalent	ADJ
cana-2588	296	83	deficit	deficit	NOUN
cana-2588	296	84	is	be	AUX
cana-2588	296	85	nitrogen	nitrogen	NOUN
cana-2588	296	86	(	(	PUNCT
cana-2588	296	87	n	n	CCONJ
cana-2588	296	88	)	)	PUNCT
cana-2588	296	89	,	,	PUNCT
cana-2588	296	90	which	which	PRON
cana-2588	296	91	occurs	occur	VERB
cana-2588	296	92	in	in	ADP
cana-2588	296	93	25	25	NUM
cana-2588	296	94	%	%	NOUN
cana-2588	296	95	of	of	ADP
cana-2588	296	96	cases	case	NOUN
cana-2588	296	97	.	.	PUNCT
cana-2588	297	1	this	this	PRON
cana-2588	297	2	indicates	indicate	VERB
cana-2588	297	3	the	the	DET
cana-2588	297	4	widespread	widespread	ADJ
cana-2588	297	5	problem	problem	NOUN
cana-2588	297	6	of	of	ADP
cana-2588	297	7	n	n	DET
cana-2588	297	8	insufficiency	insufficiency	NOUN
cana-2588	297	9	and	and	CCONJ
cana-2588	297	10	its	its	PRON
cana-2588	297	11	vital	vital	ADJ
cana-2588	297	12	role	role	NOUN
cana-2588	297	13	in	in	ADP
cana-2588	297	14	plant	plant	NOUN
cana-2588	297	15	communications	communication	NOUN
cana-2588	297	16	on	on	ADP
cana-2588	297	17	applied	apply	VERB
cana-2588	297	18	nonlinear	nonlinear	ADJ
cana-2588	297	19	analysis	analysis	NOUN
cana-2588	297	20	issn	issn	NOUN
cana-2588	297	21	:	:	PUNCT
cana-2588	297	22	1074	1074	NUM
cana-2588	297	23	-	-	PUNCT
cana-2588	297	24	133x	133x	NUM
cana-2588	297	25	vol	vol	NOUN
cana-2588	297	26	32	32	NUM
cana-2588	297	27	no	no	NOUN
cana-2588	297	28	.	.	PUNCT
cana-2588	298	1	3s	3s	NUM
cana-2588	298	2	(	(	PUNCT
cana-2588	298	3	2025	2025	NUM
cana-2588	298	4	)	)	PUNCT
cana-2588	298	5	193	193	NUM
cana-2588	298	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	298	7	growth	growth	NOUN
cana-2588	298	8	.	.	PUNCT
cana-2588	299	1	deficiencies	deficiency	NOUN
cana-2588	299	2	in	in	ADP
cana-2588	299	3	potassium	potassium	NOUN
cana-2588	299	4	(	(	PUNCT
cana-2588	299	5	k	k	NOUN
cana-2588	299	6	)	)	PUNCT
cana-2588	299	7	and	and	CCONJ
cana-2588	299	8	phosphorus	phosphorus	NOUN
cana-2588	299	9	(	(	PUNCT
cana-2588	299	10	p	p	NOUN
cana-2588	299	11	)	)	PUNCT
cana-2588	299	12	occur	occur	VERB
cana-2588	299	13	next	next	ADV
cana-2588	299	14	,	,	PUNCT
cana-2588	299	15	with	with	ADP
cana-2588	299	16	frequencies	frequency	NOUN
cana-2588	299	17	of	of	ADP
cana-2588	299	18	18	18	NUM
cana-2588	299	19	%	%	NOUN
cana-2588	299	20	and	and	CCONJ
cana-2588	299	21	20	20	NUM
cana-2588	299	22	%	%	NOUN
cana-2588	299	23	,	,	PUNCT
cana-2588	299	24	respectively	respectively	ADV
cana-2588	299	25	.	.	PUNCT
cana-2588	300	1	magnesium	magnesium	NOUN
cana-2588	300	2	(	(	PUNCT
cana-2588	300	3	mg	mg	NOUN
cana-2588	300	4	)	)	PUNCT
cana-2588	300	5	shortage	shortage	NOUN
cana-2588	300	6	is	be	AUX
cana-2588	300	7	reported	report	VERB
cana-2588	300	8	at	at	ADP
cana-2588	300	9	22	22	NUM
cana-2588	300	10	%	%	NOUN
cana-2588	300	11	,	,	PUNCT
cana-2588	300	12	but	but	CCONJ
cana-2588	300	13	calcium	calcium	NOUN
cana-2588	300	14	(	(	PUNCT
cana-2588	300	15	ca	ca	NOUN
cana-2588	300	16	)	)	PUNCT
cana-2588	300	17	deficiency	deficiency	NOUN
cana-2588	300	18	is	be	AUX
cana-2588	300	19	the	the	DET
cana-2588	300	20	least	least	ADJ
cana-2588	300	21	prevalent	prevalent	ADJ
cana-2588	300	22	,	,	PUNCT
cana-2588	300	23	at	at	ADP
cana-2588	300	24	15	15	NUM
cana-2588	300	25	%	%	NOUN
cana-2588	300	26	.	.	PUNCT
cana-2588	301	1	the	the	DET
cana-2588	301	2	relative	relative	ADJ
cana-2588	301	3	frequency	frequency	NOUN
cana-2588	301	4	of	of	ADP
cana-2588	301	5	each	each	DET
cana-2588	301	6	nutrient	nutrient	NOUN
cana-2588	301	7	shortfall	shortfall	NOUN
cana-2588	301	8	is	be	AUX
cana-2588	301	9	shown	show	VERB
cana-2588	301	10	graphically	graphically	ADV
cana-2588	301	11	,	,	PUNCT
cana-2588	301	12	highlighting	highlight	VERB
cana-2588	301	13	the	the	DET
cana-2588	301	14	necessity	necessity	NOUN
cana-2588	301	15	of	of	ADP
cana-2588	301	16	focused	focused	ADJ
cana-2588	301	17	nutrient	nutrient	NOUN
cana-2588	301	18	management	management	NOUN
cana-2588	301	19	techniques	technique	NOUN
cana-2588	301	20	to	to	PART
cana-2588	301	21	treat	treat	VERB
cana-2588	301	22	the	the	DET
cana-2588	301	23	most	most	ADV
cana-2588	301	24	common	common	ADJ
cana-2588	301	25	deficiencies	deficiency	NOUN
cana-2588	301	26	and	and	CCONJ
cana-2588	301	27	enhance	enhance	VERB
cana-2588	301	28	crop	crop	NOUN
cana-2588	301	29	health	health	NOUN
cana-2588	301	30	.	.	PUNCT
cana-2588	302	1	fig	fig	NOUN
cana-2588	302	2	.	.	PUNCT
cana-2588	303	1	5	5	NUM
cana-2588	303	2	:	:	PUNCT
cana-2588	303	3	soil	soil	NOUN
cana-2588	303	4	nutrient	nutrient	NOUN
cana-2588	303	5	deficiency	deficiency	NOUN
cana-2588	303	6	frequencies	frequency	NOUN
cana-2588	303	7	the	the	DET
cana-2588	303	8	average	average	ADJ
cana-2588	303	9	yield	yield	NOUN
cana-2588	303	10	(	(	PUNCT
cana-2588	303	11	tons	ton	NOUN
cana-2588	303	12	/	/	SYM
cana-2588	303	13	ha	ha	NOUN
cana-2588	303	14	)	)	PUNCT
cana-2588	303	15	and	and	CCONJ
cana-2588	303	16	standard	standard	ADJ
cana-2588	303	17	deviation	deviation	NOUN
cana-2588	303	18	for	for	ADP
cana-2588	303	19	the	the	DET
cana-2588	303	20	four	four	NUM
cana-2588	303	21	types	type	NOUN
cana-2588	303	22	of	of	ADP
cana-2588	303	23	soil	soil	NOUN
cana-2588	303	24	—	—	PUNCT
cana-2588	303	25	clay	clay	NOUN
cana-2588	303	26	,	,	PUNCT
cana-2588	303	27	silty	silty	NOUN
cana-2588	303	28	,	,	PUNCT
cana-2588	303	29	sandy	sandy	NOUN
cana-2588	303	30	,	,	PUNCT
cana-2588	303	31	and	and	CCONJ
cana-2588	303	32	loamy	loamy	NOUN
cana-2588	303	33	—	—	PUNCT
cana-2588	303	34	are	be	AUX
cana-2588	303	35	shown	show	VERB
cana-2588	303	36	in	in	ADP
cana-2588	303	37	table	table	NOUN
cana-2588	303	38	5	5	NUM
cana-2588	303	39	.	.	PUNCT
cana-2588	303	40	according	accord	VERB
cana-2588	303	41	to	to	ADP
cana-2588	303	42	the	the	DET
cana-2588	303	43	data	datum	NOUN
cana-2588	303	44	,	,	PUNCT
cana-2588	303	45	loamy	loamy	NOUN
cana-2588	303	46	soil	soil	NOUN
cana-2588	303	47	produces	produce	VERB
cana-2588	303	48	the	the	DET
cana-2588	303	49	most	most	ADJ
cana-2588	303	50	on	on	ADP
cana-2588	303	51	average—5.2	average—5.2	PROPN
cana-2588	303	52	tons	ton	NOUN
cana-2588	303	53	/	/	SYM
cana-2588	303	54	ha	ha	INTJ
cana-2588	303	55	—	—	PUNCT
cana-2588	303	56	and	and	CCONJ
cana-2588	303	57	has	have	VERB
cana-2588	303	58	the	the	DET
cana-2588	303	59	least	least	ADJ
cana-2588	303	60	variability	variability	NOUN
cana-2588	303	61	—	—	PUNCT
cana-2588	303	62	a	a	DET
cana-2588	303	63	standard	standard	ADJ
cana-2588	303	64	deviation	deviation	NOUN
cana-2588	303	65	of	of	ADP
cana-2588	303	66	0.4	0.4	NUM
cana-2588	303	67	tons	ton	NOUN
cana-2588	303	68	/	/	SYM
cana-2588	303	69	ha	ha	INTJ
cana-2588	303	70	.	.	PUNCT
cana-2588	304	1	this	this	PRON
cana-2588	304	2	suggests	suggest	VERB
cana-2588	304	3	that	that	SCONJ
cana-2588	304	4	loamy	loamy	NOUN
cana-2588	304	5	soil	soil	NOUN
cana-2588	304	6	is	be	AUX
cana-2588	304	7	the	the	DET
cana-2588	304	8	most	most	ADV
cana-2588	304	9	reliable	reliable	ADJ
cana-2588	304	10	and	and	CCONJ
cana-2588	304	11	fruitful	fruitful	ADJ
cana-2588	304	12	form	form	NOUN
cana-2588	304	13	of	of	ADP
cana-2588	304	14	soil	soil	NOUN
cana-2588	304	15	for	for	ADP
cana-2588	304	16	farming	farming	NOUN
cana-2588	304	17	.	.	PUNCT
cana-2588	305	1	the	the	DET
cana-2588	305	2	average	average	ADJ
cana-2588	305	3	yield	yield	NOUN
cana-2588	305	4	of	of	ADP
cana-2588	305	5	sandy	sandy	ADJ
cana-2588	305	6	soil	soil	NOUN
cana-2588	305	7	is	be	AUX
cana-2588	305	8	marginally	marginally	ADV
cana-2588	305	9	lower	low	ADJ
cana-2588	305	10	at	at	ADP
cana-2588	305	11	4.5	4.5	NUM
cana-2588	305	12	tons	ton	NOUN
cana-2588	305	13	/	/	SYM
cana-2588	305	14	ha	ha	INTJ
cana-2588	305	15	,	,	PUNCT
cana-2588	305	16	but	but	CCONJ
cana-2588	305	17	it	it	PRON
cana-2588	305	18	exhibits	exhibit	VERB
cana-2588	305	19	substantial	substantial	ADJ
cana-2588	305	20	variability	variability	NOUN
cana-2588	305	21	with	with	ADP
cana-2588	305	22	a	a	DET
cana-2588	305	23	standard	standard	ADJ
cana-2588	305	24	deviation	deviation	NOUN
cana-2588	305	25	of	of	ADP
cana-2588	305	26	0.5	0.5	NUM
cana-2588	305	27	tons	ton	NOUN
cana-2588	305	28	/	/	SYM
cana-2588	305	29	ha	ha	INTJ
cana-2588	305	30	.	.	PUNCT
cana-2588	306	1	the	the	DET
cana-2588	306	2	most	most	ADV
cana-2588	306	3	variable	variable	ADJ
cana-2588	306	4	soil	soil	NOUN
cana-2588	306	5	type	type	NOUN
cana-2588	306	6	,	,	PUNCT
cana-2588	306	7	silty	silty	NOUN
cana-2588	306	8	soil	soil	NOUN
cana-2588	306	9	,	,	PUNCT
cana-2588	306	10	yields	yield	VERB
cana-2588	306	11	an	an	DET
cana-2588	306	12	average	average	NOUN
cana-2588	306	13	of	of	ADP
cana-2588	306	14	4.0	4.0	NUM
cana-2588	306	15	tons	ton	NOUN
cana-2588	306	16	/	/	SYM
cana-2588	306	17	ha	ha	INTJ
cana-2588	306	18	with	with	ADP
cana-2588	306	19	a	a	DET
cana-2588	306	20	variability	variability	NOUN
cana-2588	306	21	of	of	ADP
cana-2588	306	22	0.7	0.7	NUM
cana-2588	306	23	tons	ton	NOUN
cana-2588	306	24	/	/	SYM
cana-2588	306	25	ha	ha	INTJ
cana-2588	306	26	,	,	PUNCT
cana-2588	306	27	which	which	PRON
cana-2588	306	28	could	could	AUX
cana-2588	306	29	affect	affect	VERB
cana-2588	306	30	predictability	predictability	NOUN
cana-2588	306	31	.	.	PUNCT
cana-2588	307	1	with	with	ADP
cana-2588	307	2	a	a	DET
cana-2588	307	3	standard	standard	ADJ
cana-2588	307	4	deviation	deviation	NOUN
cana-2588	307	5	of	of	ADP
cana-2588	307	6	0.6	0.6	NUM
cana-2588	307	7	tons	ton	NOUN
cana-2588	307	8	/	/	SYM
cana-2588	307	9	ha	ha	INTJ
cana-2588	307	10	and	and	CCONJ
cana-2588	307	11	the	the	DET
cana-2588	307	12	lowest	low	ADJ
cana-2588	307	13	average	average	ADJ
cana-2588	307	14	yield	yield	NOUN
cana-2588	307	15	of	of	ADP
cana-2588	307	16	3.8	3.8	NUM
cana-2588	307	17	tons	ton	NOUN
cana-2588	307	18	/	/	SYM
cana-2588	307	19	ha	ha	INTJ
cana-2588	307	20	among	among	ADP
cana-2588	307	21	the	the	DET
cana-2588	307	22	other	other	ADJ
cana-2588	307	23	soil	soil	NOUN
cana-2588	307	24	types	type	NOUN
cana-2588	307	25	,	,	PUNCT
cana-2588	307	26	clay	clay	NOUN
cana-2588	307	27	soil	soil	NOUN
cana-2588	307	28	performs	perform	VERB
cana-2588	307	29	less	less	ADV
cana-2588	307	30	well	well	ADV
cana-2588	307	31	than	than	ADP
cana-2588	307	32	the	the	DET
cana-2588	307	33	other	other	ADJ
cana-2588	307	34	soil	soil	NOUN
cana-2588	307	35	types	type	NOUN
cana-2588	307	36	.	.	PUNCT
cana-2588	308	1	in	in	ADP
cana-2588	308	2	order	order	NOUN
cana-2588	308	3	to	to	PART
cana-2588	308	4	help	help	VERB
cana-2588	308	5	with	with	ADP
cana-2588	308	6	soil	soil	NOUN
cana-2588	308	7	management	management	NOUN
cana-2588	308	8	and	and	CCONJ
cana-2588	308	9	crop	crop	NOUN
cana-2588	308	10	planning	planning	NOUN
cana-2588	308	11	decisions	decision	NOUN
cana-2588	308	12	,	,	PUNCT
cana-2588	308	13	this	this	DET
cana-2588	308	14	table	table	NOUN
cana-2588	308	15	illustrates	illustrate	VERB
cana-2588	308	16	the	the	DET
cana-2588	308	17	variations	variation	NOUN
cana-2588	308	18	in	in	ADP
cana-2588	308	19	soil	soil	NOUN
cana-2588	308	20	performance	performance	NOUN
cana-2588	308	21	and	and	CCONJ
cana-2588	308	22	consistency	consistency	NOUN
cana-2588	308	23	.	.	PUNCT
cana-2588	309	1	table	table	NOUN
cana-2588	309	2	5	5	NUM
cana-2588	309	3	:	:	PUNCT
cana-2588	309	4	average	average	ADJ
cana-2588	309	5	crop	crop	NOUN
cana-2588	309	6	yield	yield	NOUN
cana-2588	309	7	per	per	ADP
cana-2588	309	8	soil	soil	NOUN
cana-2588	309	9	type	type	NOUN
cana-2588	309	10	soil	soil	NOUN
cana-2588	309	11	type	type	NOUN
cana-2588	309	12	average	average	ADJ
cana-2588	309	13	yield	yield	NOUN
cana-2588	309	14	(	(	PUNCT
cana-2588	309	15	tons	ton	NOUN
cana-2588	309	16	/	/	SYM
cana-2588	309	17	ha	ha	NOUN
cana-2588	309	18	)	)	PUNCT
cana-2588	309	19	standard	standard	ADJ
cana-2588	309	20	deviation	deviation	NOUN
cana-2588	309	21	(	(	PUNCT
cana-2588	309	22	tons	ton	NOUN
cana-2588	309	23	/	/	SYM
cana-2588	309	24	ha	ha	INTJ
cana-2588	309	25	)	)	PUNCT
cana-2588	309	26	sandy	sandy	ADJ
cana-2588	309	27	soil	soil	NOUN
cana-2588	309	28	4.5	4.5	NUM
cana-2588	309	29	0.5	0.5	NUM
cana-2588	309	30	clay	clay	NOUN
cana-2588	309	31	soil	soil	NOUN
cana-2588	309	32	3.8	3.8	NUM
cana-2588	309	33	0.6	0.6	NUM
cana-2588	309	34	loamy	loamy	NOUN
cana-2588	309	35	soil	soil	NOUN
cana-2588	309	36	5.2	5.2	NUM
cana-2588	309	37	0.4	0.4	NUM
cana-2588	309	38	silty	silty	NOUN
cana-2588	309	39	soil	soil	NOUN
cana-2588	309	40	4	4	NUM
cana-2588	309	41	0.7	0.7	NUM
cana-2588	309	42	a	a	DET
cana-2588	309	43	line	line	NOUN
cana-2588	309	44	graph	graph	NOUN
cana-2588	309	45	comparing	compare	VERB
cana-2588	309	46	the	the	DET
cana-2588	309	47	costs	cost	NOUN
cana-2588	309	48	of	of	ADP
cana-2588	309	49	four	four	NUM
cana-2588	309	50	distinct	distinct	ADJ
cana-2588	309	51	soil	soil	NOUN
cana-2588	309	52	sensors	sensor	NOUN
cana-2588	309	53	—	—	PUNCT
cana-2588	309	54	a	a	DET
cana-2588	309	55	,	,	PUNCT
cana-2588	309	56	b	b	NOUN
cana-2588	309	57	,	,	PUNCT
cana-2588	309	58	c	c	NOUN
cana-2588	309	59	,	,	PUNCT
cana-2588	309	60	and	and	CCONJ
cana-2588	310	1	d	d	X
cana-2588	310	2	—	—	PUNCT
cana-2588	310	3	is	be	AUX
cana-2588	310	4	shown	show	VERB
cana-2588	310	5	in	in	ADP
cana-2588	310	6	figure	figure	NOUN
cana-2588	310	7	6	6	NUM
cana-2588	310	8	.	.	PUNCT
cana-2588	311	1	the	the	DET
cana-2588	311	2	cost	cost	NOUN
cana-2588	311	3	per	per	ADP
cana-2588	311	4	unit	unit	NOUN
cana-2588	311	5	,	,	PUNCT
cana-2588	311	6	installation	installation	NOUN
cana-2588	311	7	cost	cost	NOUN
cana-2588	311	8	,	,	PUNCT
cana-2588	311	9	and	and	CCONJ
cana-2588	311	10	annual	annual	ADJ
cana-2588	311	11	maintenance	maintenance	NOUN
cana-2588	311	12	cost	cost	NOUN
cana-2588	311	13	are	be	AUX
cana-2588	311	14	the	the	DET
cana-2588	311	15	three	three	NUM
cana-2588	311	16	main	main	ADJ
cana-2588	311	17	cost	cost	NOUN
cana-2588	311	18	components	component	NOUN
cana-2588	311	19	for	for	ADP
cana-2588	311	20	each	each	DET
cana-2588	311	21	sensor	sensor	NOUN
cana-2588	311	22	that	that	PRON
cana-2588	311	23	are	be	AUX
cana-2588	311	24	depicted	depict	VERB
cana-2588	311	25	in	in	ADP
cana-2588	311	26	the	the	DET
cana-2588	311	27	graph	graph	NOUN
cana-2588	311	28	.	.	PUNCT
cana-2588	312	1	the	the	DET
cana-2588	312	2	most	most	ADV
cana-2588	312	3	expensive	expensive	ADJ
cana-2588	312	4	device	device	NOUN
cana-2588	312	5	(	(	PUNCT
cana-2588	312	6	$	$	SYM
cana-2588	312	7	200	200	NUM
cana-2588	312	8	)	)	PUNCT
cana-2588	312	9	and	and	CCONJ
cana-2588	312	10	maintenance	maintenance	NOUN
cana-2588	312	11	(	(	PUNCT
cana-2588	312	12	$	$	SYM
cana-2588	312	13	30	30	NUM
cana-2588	312	14	)	)	PUNCT
cana-2588	312	15	are	be	AUX
cana-2588	312	16	soil	soil	NOUN
cana-2588	312	17	sensor	sensor	NOUN
cana-2588	312	18	c	c	NOUN
cana-2588	312	19	,	,	PUNCT
cana-2588	312	20	which	which	PRON
cana-2588	312	21	may	may	AUX
cana-2588	312	22	indicate	indicate	VERB
cana-2588	312	23	more	more	ADV
cana-2588	312	24	sophisticated	sophisticated	ADJ
cana-2588	312	25	features	feature	NOUN
cana-2588	312	26	but	but	CCONJ
cana-2588	312	27	also	also	ADV
cana-2588	312	28	more	more	ADV
cana-2588	312	29	expensive	expensive	ADJ
cana-2588	312	30	continuous	continuous	ADJ
cana-2588	312	31	costs	cost	NOUN
cana-2588	312	32	.	.	PUNCT
cana-2588	313	1	soil	soil	NOUN
cana-2588	313	2	sensor	sensor	PROPN
cana-2588	313	3	b	b	PROPN
cana-2588	313	4	has	have	VERB
cana-2588	313	5	the	the	DET
cana-2588	313	6	greatest	great	ADJ
cana-2588	313	7	installation	installation	NOUN
cana-2588	313	8	and	and	CCONJ
cana-2588	313	9	maintenance	maintenance	NOUN
cana-2588	313	10	costs	cost	NOUN
cana-2588	313	11	(	(	PUNCT
cana-2588	313	12	$	$	SYM
cana-2588	313	13	60	60	NUM
cana-2588	313	14	and	and	CCONJ
cana-2588	313	15	$	$	SYM
cana-2588	313	16	25	25	NUM
cana-2588	313	17	,	,	PUNCT
cana-2588	313	18	respectively	respectively	ADV
cana-2588	313	19	)	)	PUNCT
cana-2588	313	20	,	,	PUNCT
cana-2588	313	21	despite	despite	SCONJ
cana-2588	313	22	being	be	AUX
cana-2588	313	23	marginally	marginally	ADV
cana-2588	313	24	more	more	ADV
cana-2588	313	25	expensive	expensive	ADJ
cana-2588	313	26	per	per	ADP
cana-2588	313	27	unit	unit	NOUN
cana-2588	313	28	(	(	PUNCT
cana-2588	313	29	$	$	SYM
cana-2588	313	30	180	180	NUM
cana-2588	313	31	)	)	PUNCT
cana-2588	313	32	than	than	ADP
cana-2588	313	33	sensor	sensor	VERB
cana-2588	313	34	a	a	PRON
cana-2588	313	35	and	and	CCONJ
cana-2588	313	36	d.	d.	NOUN
cana-2588	313	37	on	on	ADP
cana-2588	313	38	the	the	DET
cana-2588	313	39	other	other	ADJ
cana-2588	313	40	hand	hand	NOUN
cana-2588	313	41	,	,	PUNCT
cana-2588	313	42	soil	soil	NOUN
cana-2588	313	43	sensor	sensor	NOUN
cana-2588	313	44	a	a	PRON
cana-2588	313	45	has	have	VERB
cana-2588	313	46	a	a	DET
cana-2588	313	47	moderate	moderate	ADJ
cana-2588	313	48	installation	installation	NOUN
cana-2588	313	49	cost	cost	NOUN
cana-2588	313	50	(	(	PUNCT
cana-2588	313	51	$	$	SYM
cana-2588	313	52	50	50	NUM
cana-2588	313	53	)	)	PUNCT
cana-2588	313	54	,	,	PUNCT
cana-2588	313	55	but	but	CCONJ
cana-2588	313	56	it	it	PRON
cana-2588	313	57	delivers	deliver	VERB
cana-2588	313	58	the	the	DET
cana-2588	313	59	lowest	low	ADJ
cana-2588	313	60	unit	unit	NOUN
cana-2588	313	61	cost	cost	NOUN
cana-2588	313	62	communications	communication	NOUN
cana-2588	313	63	on	on	ADP
cana-2588	313	64	applied	apply	VERB
cana-2588	313	65	nonlinear	nonlinear	ADJ
cana-2588	313	66	analysis	analysis	NOUN
cana-2588	313	67	issn	issn	NOUN
cana-2588	313	68	:	:	PUNCT
cana-2588	313	69	1074	1074	NUM
cana-2588	313	70	-	-	PUNCT
cana-2588	313	71	133x	133x	NUM
cana-2588	313	72	vol	vol	NOUN
cana-2588	313	73	32	32	NUM
cana-2588	313	74	no	no	NOUN
cana-2588	313	75	.	.	PUNCT
cana-2588	314	1	3s	3s	NUM
cana-2588	314	2	(	(	PUNCT
cana-2588	314	3	2025	2025	NUM
cana-2588	314	4	)	)	PUNCT
cana-2588	314	5	194	194	NUM
cana-2588	314	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	314	7	(	(	PUNCT
cana-2588	314	8	$	$	SYM
cana-2588	314	9	150	150	NUM
cana-2588	314	10	)	)	PUNCT
cana-2588	314	11	and	and	CCONJ
cana-2588	314	12	maintenance	maintenance	NOUN
cana-2588	314	13	cost	cost	NOUN
cana-2588	314	14	(	(	PUNCT
cana-2588	314	15	$	$	SYM
cana-2588	314	16	20	20	NUM
cana-2588	314	17	)	)	PUNCT
cana-2588	314	18	.	.	PUNCT
cana-2588	315	1	soil	soil	NOUN
cana-2588	315	2	sensor	sensor	NOUN
cana-2588	315	3	d	d	PROPN
cana-2588	315	4	's	's	PART
cana-2588	315	5	$	$	SYM
cana-2588	315	6	170	170	NUM
cana-2588	315	7	unit	unit	NOUN
cana-2588	315	8	cost	cost	NOUN
cana-2588	315	9	,	,	PUNCT
cana-2588	315	10	$	$	SYM
cana-2588	315	11	55	55	NUM
cana-2588	315	12	installation	installation	NOUN
cana-2588	315	13	cost	cost	NOUN
cana-2588	315	14	,	,	PUNCT
cana-2588	315	15	and	and	CCONJ
cana-2588	315	16	$	$	SYM
cana-2588	315	17	22	22	NUM
cana-2588	315	18	maintenance	maintenance	NOUN
cana-2588	315	19	cost	cost	NOUN
cana-2588	315	20	put	put	VERB
cana-2588	315	21	it	it	PRON
cana-2588	315	22	in	in	ADP
cana-2588	315	23	the	the	DET
cana-2588	315	24	middle	middle	NOUN
cana-2588	315	25	of	of	ADP
cana-2588	315	26	these	these	DET
cana-2588	315	27	two	two	NUM
cana-2588	315	28	extremes	extreme	NOUN
cana-2588	315	29	.	.	PUNCT
cana-2588	316	1	this	this	DET
cana-2588	316	2	line	line	NOUN
cana-2588	316	3	graph	graph	NOUN
cana-2588	316	4	helps	help	VERB
cana-2588	316	5	with	with	ADP
cana-2588	316	6	cost	cost	NOUN
cana-2588	316	7	-	-	PUNCT
cana-2588	316	8	benefit	benefit	NOUN
cana-2588	316	9	analysis	analysis	NOUN
cana-2588	316	10	and	and	CCONJ
cana-2588	316	11	investment	investment	NOUN
cana-2588	316	12	decision	decision	NOUN
cana-2588	316	13	-	-	PUNCT
cana-2588	316	14	making	making	NOUN
cana-2588	316	15	for	for	ADP
cana-2588	316	16	soil	soil	NOUN
cana-2588	316	17	monitoring	monitoring	NOUN
cana-2588	316	18	by	by	ADP
cana-2588	316	19	clearly	clearly	ADV
cana-2588	316	20	illustrating	illustrate	VERB
cana-2588	316	21	the	the	DET
cana-2588	316	22	trade	trade	NOUN
cana-2588	316	23	-	-	PUNCT
cana-2588	316	24	offs	off	NOUN
cana-2588	316	25	between	between	ADP
cana-2588	316	26	the	the	DET
cana-2588	316	27	upfront	upfront	NOUN
cana-2588	316	28	and	and	CCONJ
cana-2588	316	29	continuing	continue	VERB
cana-2588	316	30	costs	cost	NOUN
cana-2588	316	31	for	for	ADP
cana-2588	316	32	various	various	ADJ
cana-2588	316	33	soil	soil	NOUN
cana-2588	316	34	sensors	sensor	NOUN
cana-2588	316	35	.	.	PUNCT
cana-2588	317	1	fig	fig	NOUN
cana-2588	317	2	.	.	PUNCT
cana-2588	318	1	6	6	NUM
cana-2588	318	2	:	:	PUNCT
cana-2588	318	3	iot	iot	PROPN
cana-2588	318	4	sensor	sensor	NOUN
cana-2588	318	5	deployment	deployment	NOUN
cana-2588	318	6	costs	cost	VERB
cana-2588	318	7	a	a	DET
cana-2588	318	8	combined	combine	VERB
cana-2588	318	9	chart	chart	NOUN
cana-2588	318	10	showing	show	VERB
cana-2588	318	11	the	the	DET
cana-2588	318	12	impacts	impact	NOUN
cana-2588	318	13	of	of	ADP
cana-2588	318	14	various	various	ADJ
cana-2588	318	15	fertilizer	fertilizer	NOUN
cana-2588	318	16	types	type	NOUN
cana-2588	318	17	—	—	PUNCT
cana-2588	318	18	organic	organic	ADJ
cana-2588	318	19	,	,	PUNCT
cana-2588	318	20	chemical	chemical	NOUN
cana-2588	318	21	,	,	PUNCT
cana-2588	318	22	mixed	mixed	ADJ
cana-2588	318	23	,	,	PUNCT
cana-2588	318	24	and	and	CCONJ
cana-2588	318	25	bio	bio	NOUN
cana-2588	318	26	-	-	NOUN
cana-2588	318	27	fertilizer	fertilizer	NOUN
cana-2588	318	28	—	—	PUNCT
cana-2588	318	29	on	on	ADP
cana-2588	318	30	crop	crop	NOUN
cana-2588	318	31	yield	yield	NOUN
cana-2588	318	32	is	be	AUX
cana-2588	318	33	shown	show	VERB
cana-2588	318	34	in	in	ADP
cana-2588	318	35	figure	figure	NOUN
cana-2588	318	36	7	7	NUM
cana-2588	318	37	.	.	PUNCT
cana-2588	319	1	the	the	DET
cana-2588	319	2	application	application	NOUN
cana-2588	319	3	rate	rate	NOUN
cana-2588	319	4	(	(	PUNCT
cana-2588	319	5	kg	kg	NOUN
cana-2588	319	6	/	/	SYM
cana-2588	319	7	ha	ha	INTJ
cana-2588	319	8	)	)	PUNCT
cana-2588	319	9	and	and	CCONJ
cana-2588	319	10	yield	yield	VERB
cana-2588	319	11	increase	increase	NOUN
cana-2588	319	12	(	(	PUNCT
cana-2588	319	13	%	%	INTJ
cana-2588	319	14	)	)	PUNCT
cana-2588	319	15	are	be	AUX
cana-2588	319	16	displayed	display	VERB
cana-2588	319	17	on	on	ADP
cana-2588	319	18	the	the	DET
cana-2588	319	19	chart	chart	NOUN
cana-2588	319	20	using	use	VERB
cana-2588	319	21	both	both	CCONJ
cana-2588	319	22	a	a	DET
cana-2588	319	23	bar	bar	NOUN
cana-2588	319	24	graph	graph	NOUN
cana-2588	319	25	and	and	CCONJ
cana-2588	319	26	a	a	DET
cana-2588	319	27	line	line	NOUN
cana-2588	319	28	graph	graph	NOUN
cana-2588	319	29	,	,	PUNCT
cana-2588	319	30	respectively	respectively	ADV
cana-2588	319	31	.	.	PUNCT
cana-2588	320	1	the	the	DET
cana-2588	320	2	application	application	NOUN
cana-2588	320	3	rates	rate	NOUN
cana-2588	320	4	of	of	ADP
cana-2588	320	5	chemical	chemical	ADJ
cana-2588	320	6	fertilizer	fertilizer	NOUN
cana-2588	320	7	,	,	PUNCT
cana-2588	320	8	at	at	ADP
cana-2588	320	9	60	60	NUM
cana-2588	320	10	kg	kg	NOUN
cana-2588	320	11	/	/	SYM
cana-2588	320	12	ha	ha	ADJ
cana-2588	320	13	,	,	PUNCT
cana-2588	320	14	mixed	mixed	ADJ
cana-2588	320	15	fertilizer	fertilizer	NOUN
cana-2588	320	16	,	,	PUNCT
cana-2588	320	17	at	at	ADP
cana-2588	320	18	55	55	NUM
cana-2588	320	19	kg	kg	NOUN
cana-2588	320	20	/	/	SYM
cana-2588	320	21	ha	ha	INTJ
cana-2588	320	22	,	,	PUNCT
cana-2588	320	23	organic	organic	ADJ
cana-2588	320	24	fertilizer	fertilizer	NOUN
cana-2588	320	25	,	,	PUNCT
cana-2588	320	26	at	at	ADP
cana-2588	320	27	50	50	NUM
cana-2588	320	28	kg	kg	NOUN
cana-2588	320	29	/	/	SYM
cana-2588	320	30	ha	ha	INTJ
cana-2588	320	31	,	,	PUNCT
cana-2588	320	32	and	and	CCONJ
cana-2588	320	33	bio	bio	NOUN
cana-2588	320	34	-	-	NOUN
cana-2588	320	35	fertilizer	fertilizer	NOUN
cana-2588	320	36	,	,	PUNCT
cana-2588	320	37	at	at	ADP
cana-2588	320	38	45	45	NUM
cana-2588	320	39	kg	kg	NOUN
cana-2588	320	40	/	/	SYM
cana-2588	320	41	ha	ha	INTJ
cana-2588	320	42	,	,	PUNCT
cana-2588	320	43	are	be	AUX
cana-2588	320	44	the	the	DET
cana-2588	320	45	greatest	great	ADJ
cana-2588	320	46	,	,	PUNCT
cana-2588	320	47	as	as	SCONJ
cana-2588	320	48	indicated	indicate	VERB
cana-2588	320	49	by	by	ADP
cana-2588	320	50	the	the	DET
cana-2588	320	51	bar	bar	NOUN
cana-2588	320	52	graph	graph	NOUN
cana-2588	320	53	.	.	PUNCT
cana-2588	321	1	the	the	DET
cana-2588	321	2	usefulness	usefulness	NOUN
cana-2588	321	3	of	of	ADP
cana-2588	321	4	chemical	chemical	ADJ
cana-2588	321	5	fertilizer	fertilizer	NOUN
cana-2588	321	6	in	in	ADP
cana-2588	321	7	raising	raise	VERB
cana-2588	321	8	agricultural	agricultural	ADJ
cana-2588	321	9	productivity	productivity	NOUN
cana-2588	321	10	is	be	AUX
cana-2588	321	11	demonstrated	demonstrate	VERB
cana-2588	321	12	by	by	ADP
cana-2588	321	13	the	the	DET
cana-2588	321	14	line	line	NOUN
cana-2588	321	15	graph	graph	NOUN
cana-2588	321	16	,	,	PUNCT
cana-2588	321	17	which	which	PRON
cana-2588	321	18	shows	show	VERB
cana-2588	321	19	that	that	SCONJ
cana-2588	321	20	it	it	PRON
cana-2588	321	21	produces	produce	VERB
cana-2588	321	22	the	the	DET
cana-2588	321	23	largest	large	ADJ
cana-2588	321	24	yield	yield	NOUN
cana-2588	321	25	increase	increase	NOUN
cana-2588	321	26	of	of	ADP
cana-2588	321	27	20	20	NUM
cana-2588	321	28	%	%	NOUN
cana-2588	321	29	.	.	PUNCT
cana-2588	322	1	an	an	DET
cana-2588	322	2	18	18	NUM
cana-2588	322	3	%	%	NOUN
cana-2588	322	4	rise	rise	NOUN
cana-2588	322	5	is	be	AUX
cana-2588	322	6	produced	produce	VERB
cana-2588	322	7	by	by	ADP
cana-2588	322	8	mixed	mixed	ADJ
cana-2588	322	9	fertilizer	fertilizer	NOUN
cana-2588	322	10	,	,	PUNCT
cana-2588	322	11	a	a	DET
cana-2588	322	12	15	15	NUM
cana-2588	322	13	%	%	NOUN
cana-2588	322	14	increase	increase	NOUN
cana-2588	322	15	is	be	AUX
cana-2588	322	16	produced	produce	VERB
cana-2588	322	17	by	by	ADP
cana-2588	322	18	organic	organic	ADJ
cana-2588	322	19	fertilizer	fertilizer	NOUN
cana-2588	322	20	,	,	PUNCT
cana-2588	322	21	and	and	CCONJ
cana-2588	322	22	a	a	DET
cana-2588	322	23	12	12	NUM
cana-2588	322	24	%	%	NOUN
cana-2588	322	25	increase	increase	NOUN
cana-2588	322	26	is	be	AUX
cana-2588	322	27	produced	produce	VERB
cana-2588	322	28	by	by	ADP
cana-2588	322	29	biofertilizer	biofertilizer	NOUN
cana-2588	322	30	.	.	PUNCT
cana-2588	323	1	this	this	DET
cana-2588	323	2	combination	combination	NOUN
cana-2588	323	3	graphic	graphic	NOUN
cana-2588	323	4	gives	give	VERB
cana-2588	323	5	a	a	DET
cana-2588	323	6	thorough	thorough	ADJ
cana-2588	323	7	understanding	understanding	NOUN
cana-2588	323	8	of	of	ADP
cana-2588	323	9	how	how	SCONJ
cana-2588	323	10	each	each	DET
cana-2588	323	11	type	type	NOUN
cana-2588	323	12	of	of	ADP
cana-2588	323	13	fertilizer	fertilizer	NOUN
cana-2588	323	14	affects	affect	VERB
cana-2588	323	15	crop	crop	NOUN
cana-2588	323	16	production	production	NOUN
cana-2588	323	17	by	by	ADP
cana-2588	323	18	demonstrating	demonstrate	VERB
cana-2588	323	19	the	the	DET
cana-2588	323	20	trade	trade	NOUN
cana-2588	323	21	-	-	PUNCT
cana-2588	323	22	offs	off	NOUN
cana-2588	323	23	between	between	ADP
cana-2588	323	24	the	the	DET
cana-2588	323	25	amount	amount	NOUN
cana-2588	323	26	of	of	ADP
cana-2588	323	27	fertilizer	fertilizer	NOUN
cana-2588	323	28	applied	apply	VERB
cana-2588	323	29	and	and	CCONJ
cana-2588	323	30	the	the	DET
cana-2588	323	31	subsequent	subsequent	ADJ
cana-2588	323	32	yield	yield	NOUN
cana-2588	323	33	increase	increase	NOUN
cana-2588	323	34	.	.	PUNCT
cana-2588	324	1	knowing	know	VERB
cana-2588	324	2	which	which	DET
cana-2588	324	3	fertilizers	fertilizer	NOUN
cana-2588	324	4	provide	provide	VERB
cana-2588	324	5	the	the	DET
cana-2588	324	6	optimal	optimal	ADJ
cana-2588	324	7	balance	balance	NOUN
cana-2588	324	8	between	between	ADP
cana-2588	324	9	application	application	NOUN
cana-2588	324	10	rate	rate	NOUN
cana-2588	324	11	and	and	CCONJ
cana-2588	324	12	yield	yield	NOUN
cana-2588	324	13	improvement	improvement	NOUN
cana-2588	324	14	is	be	AUX
cana-2588	324	15	helpful	helpful	ADJ
cana-2588	324	16	.	.	PUNCT
cana-2588	325	1	fig	fig	NOUN
cana-2588	325	2	.	.	PUNCT
cana-2588	326	1	7	7	NUM
cana-2588	326	2	:	:	PUNCT
cana-2588	326	3	impact	impact	NOUN
cana-2588	326	4	of	of	ADP
cana-2588	326	5	fertilizer	fertilizer	NOUN
cana-2588	326	6	application	application	NOUN
cana-2588	326	7	on	on	ADP
cana-2588	326	8	crop	crop	NOUN
cana-2588	326	9	yield	yield	NOUN
cana-2588	326	10	communications	communication	NOUN
cana-2588	326	11	on	on	ADP
cana-2588	326	12	applied	apply	VERB
cana-2588	326	13	nonlinear	nonlinear	ADJ
cana-2588	326	14	analysis	analysis	NOUN
cana-2588	326	15	issn	issn	NOUN
cana-2588	326	16	:	:	PUNCT
cana-2588	326	17	1074	1074	NUM
cana-2588	326	18	-	-	PUNCT
cana-2588	326	19	133x	133x	NUM
cana-2588	326	20	vol	vol	NOUN
cana-2588	326	21	32	32	NUM
cana-2588	326	22	no	no	NOUN
cana-2588	326	23	.	.	PUNCT
cana-2588	327	1	3s	3s	NUM
cana-2588	327	2	(	(	PUNCT
cana-2588	327	3	2025	2025	NUM
cana-2588	327	4	)	)	PUNCT
cana-2588	327	5	195	195	NUM
cana-2588	327	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	327	7	the	the	DET
cana-2588	327	8	study	study	NOUN
cana-2588	327	9	used	use	VERB
cana-2588	327	10	a	a	DET
cana-2588	327	11	number	number	NOUN
cana-2588	327	12	of	of	ADP
cana-2588	327	13	tables	table	NOUN
cana-2588	327	14	and	and	CCONJ
cana-2588	327	15	figures	figure	NOUN
cana-2588	327	16	to	to	PART
cana-2588	327	17	examine	examine	VERB
cana-2588	327	18	different	different	ADJ
cana-2588	327	19	facets	facet	NOUN
cana-2588	327	20	of	of	ADP
cana-2588	327	21	crop	crop	NOUN
cana-2588	327	22	and	and	CCONJ
cana-2588	327	23	soil	soil	NOUN
cana-2588	327	24	management	management	NOUN
cana-2588	327	25	.	.	PUNCT
cana-2588	328	1	the	the	DET
cana-2588	328	2	average	average	ADJ
cana-2588	328	3	nutrient	nutrient	NOUN
cana-2588	328	4	concentrations	concentration	NOUN
cana-2588	328	5	in	in	ADP
cana-2588	328	6	medicinal	medicinal	ADJ
cana-2588	328	7	plants	plant	NOUN
cana-2588	328	8	are	be	AUX
cana-2588	328	9	displayed	display	VERB
cana-2588	328	10	in	in	ADP
cana-2588	328	11	table	table	NOUN
cana-2588	328	12	1	1	NUM
cana-2588	328	13	,	,	PUNCT
cana-2588	328	14	where	where	SCONJ
cana-2588	328	15	nitrogen	nitrogen	NOUN
cana-2588	328	16	(	(	PUNCT
cana-2588	328	17	n	n	CCONJ
cana-2588	328	18	)	)	PUNCT
cana-2588	328	19	has	have	VERB
cana-2588	328	20	the	the	DET
cana-2588	328	21	highest	high	ADJ
cana-2588	328	22	concentration	concentration	NOUN
cana-2588	328	23	and	and	CCONJ
cana-2588	328	24	magnesium	magnesium	NOUN
cana-2588	328	25	(	(	PUNCT
cana-2588	328	26	mg	mg	ADJ
cana-2588	328	27	)	)	PUNCT
cana-2588	328	28	has	have	VERB
cana-2588	328	29	the	the	DET
cana-2588	328	30	lowest	low	ADJ
cana-2588	328	31	,	,	PUNCT
cana-2588	328	32	indicating	indicate	VERB
cana-2588	328	33	their	their	PRON
cana-2588	328	34	important	important	ADJ
cana-2588	328	35	roles	role	NOUN
cana-2588	328	36	in	in	ADP
cana-2588	328	37	enzymatic	enzymatic	ADJ
cana-2588	328	38	activities	activity	NOUN
cana-2588	328	39	and	and	CCONJ
cana-2588	328	40	plant	plant	NOUN
cana-2588	328	41	growth	growth	NOUN
cana-2588	328	42	.	.	PUNCT
cana-2588	329	1	table	table	NOUN
cana-2588	329	2	2	2	NUM
cana-2588	329	3	and	and	CCONJ
cana-2588	329	4	figure	figure	VERB
cana-2588	329	5	2	2	NUM
cana-2588	329	6	demonstrate	demonstrate	VERB
cana-2588	329	7	that	that	SCONJ
cana-2588	329	8	whereas	whereas	SCONJ
cana-2588	329	9	barley	barley	NOUN
cana-2588	329	10	exhibits	exhibit	VERB
cana-2588	329	11	the	the	DET
cana-2588	329	12	least	least	ADJ
cana-2588	329	13	gain	gain	NOUN
cana-2588	329	14	,	,	PUNCT
cana-2588	329	15	maize	maize	NOUN
cana-2588	329	16	benefits	benefit	VERB
cana-2588	329	17	the	the	DET
cana-2588	329	18	most	most	ADV
cana-2588	329	19	from	from	ADP
cana-2588	329	20	increased	increase	VERB
cana-2588	329	21	nutrient	nutrient	NOUN
cana-2588	329	22	levels	level	NOUN
cana-2588	329	23	,	,	PUNCT
cana-2588	329	24	yielding	yield	VERB
cana-2588	329	25	a	a	DET
cana-2588	329	26	20	20	NUM
cana-2588	329	27	%	%	NOUN
cana-2588	329	28	rise	rise	NOUN
cana-2588	329	29	.	.	PUNCT
cana-2588	330	1	in	in	ADP
cana-2588	330	2	spite	spite	NOUN
cana-2588	330	3	of	of	ADP
cana-2588	330	4	its	its	PRON
cana-2588	330	5	modest	modest	ADJ
cana-2588	330	6	data	data	NOUN
cana-2588	330	7	transmission	transmission	NOUN
cana-2588	330	8	rate	rate	NOUN
cana-2588	330	9	,	,	PUNCT
cana-2588	330	10	soil	soil	NOUN
cana-2588	330	11	sensor	sensor	NOUN
cana-2588	330	12	a	a	DET
cana-2588	330	13	offers	offer	VERB
cana-2588	330	14	better	well	ADJ
cana-2588	330	15	accuracy	accuracy	NOUN
cana-2588	330	16	and	and	CCONJ
cana-2588	330	17	longer	long	ADJ
cana-2588	330	18	battery	battery	NOUN
cana-2588	330	19	life	life	NOUN
cana-2588	330	20	when	when	SCONJ
cana-2588	330	21	compared	compare	VERB
cana-2588	330	22	to	to	ADP
cana-2588	330	23	other	other	ADJ
cana-2588	330	24	soil	soil	NOUN
cana-2588	330	25	sensors	sensor	NOUN
cana-2588	330	26	,	,	PUNCT
cana-2588	330	27	as	as	SCONJ
cana-2588	330	28	shown	show	VERB
cana-2588	330	29	in	in	ADP
cana-2588	330	30	table	table	NOUN
cana-2588	330	31	3	3	NUM
cana-2588	330	32	and	and	CCONJ
cana-2588	330	33	figure	figure	VERB
cana-2588	330	34	3	3	NUM
cana-2588	330	35	.	.	PUNCT
cana-2588	331	1	the	the	DET
cana-2588	331	2	requirement	requirement	NOUN
cana-2588	331	3	for	for	ADP
cana-2588	331	4	seasonal	seasonal	ADJ
cana-2588	331	5	nutrient	nutrient	NOUN
cana-2588	331	6	management	management	NOUN
cana-2588	331	7	is	be	AUX
cana-2588	331	8	highlighted	highlight	VERB
cana-2588	331	9	by	by	ADP
cana-2588	331	10	seasonal	seasonal	ADJ
cana-2588	331	11	differences	difference	NOUN
cana-2588	331	12	in	in	ADP
cana-2588	331	13	nutrient	nutrient	NOUN
cana-2588	331	14	levels	level	NOUN
cana-2588	331	15	(	(	PUNCT
cana-2588	331	16	figure	figure	NOUN
cana-2588	331	17	4	4	NUM
cana-2588	331	18	)	)	PUNCT
cana-2588	331	19	,	,	PUNCT
cana-2588	331	20	with	with	ADP
cana-2588	331	21	springtime	springtime	NOUN
cana-2588	331	22	having	have	VERB
cana-2588	331	23	the	the	DET
cana-2588	331	24	highest	high	ADJ
cana-2588	331	25	levels	level	NOUN
cana-2588	331	26	of	of	ADP
cana-2588	331	27	potassium	potassium	NOUN
cana-2588	331	28	and	and	CCONJ
cana-2588	331	29	nitrogen	nitrogen	NOUN
cana-2588	331	30	.	.	PUNCT
cana-2588	332	1	model	model	NOUN
cana-2588	332	2	performance	performance	NOUN
cana-2588	332	3	is	be	AUX
cana-2588	332	4	assessed	assess	VERB
cana-2588	332	5	in	in	ADP
cana-2588	332	6	tables	table	NOUN
cana-2588	332	7	4	4	NUM
cana-2588	332	8	and	and	CCONJ
cana-2588	332	9	5	5	NUM
cana-2588	332	10	,	,	PUNCT
cana-2588	332	11	where	where	SCONJ
cana-2588	332	12	the	the	DET
cana-2588	332	13	deep	deep	ADJ
cana-2588	332	14	learning	learning	NOUN
cana-2588	332	15	model	model	NOUN
cana-2588	332	16	performs	perform	VERB
cana-2588	332	17	best	good	ADJ
cana-2588	332	18	in	in	ADP
cana-2588	332	19	classification	classification	NOUN
cana-2588	332	20	tasks	task	NOUN
cana-2588	332	21	,	,	PUNCT
cana-2588	332	22	as	as	SCONJ
cana-2588	332	23	evidenced	evidence	VERB
cana-2588	332	24	by	by	ADP
cana-2588	332	25	its	its	PRON
cana-2588	332	26	greatest	great	ADJ
cana-2588	332	27	accuracy	accuracy	NOUN
cana-2588	332	28	and	and	CCONJ
cana-2588	332	29	f1	f1	NOUN
cana-2588	332	30	score	score	NOUN
cana-2588	332	31	.	.	PUNCT
cana-2588	333	1	table	table	NOUN
cana-2588	333	2	5	5	NUM
cana-2588	333	3	evaluates	evaluate	VERB
cana-2588	333	4	the	the	DET
cana-2588	333	5	different	different	ADJ
cana-2588	333	6	types	type	NOUN
cana-2588	333	7	of	of	ADP
cana-2588	333	8	soil	soil	NOUN
cana-2588	333	9	and	and	CCONJ
cana-2588	333	10	shows	show	VERB
cana-2588	333	11	that	that	SCONJ
cana-2588	333	12	loamy	loamy	NOUN
cana-2588	333	13	soil	soil	NOUN
cana-2588	333	14	has	have	VERB
cana-2588	333	15	the	the	DET
cana-2588	333	16	highest	high	ADJ
cana-2588	333	17	average	average	ADJ
cana-2588	333	18	yield	yield	NOUN
cana-2588	333	19	and	and	CCONJ
cana-2588	333	20	the	the	DET
cana-2588	333	21	least	least	ADJ
cana-2588	333	22	variability	variability	NOUN
cana-2588	333	23	.	.	PUNCT
cana-2588	334	1	in	in	ADP
cana-2588	334	2	figure	figure	NOUN
cana-2588	334	3	6	6	NUM
cana-2588	334	4	,	,	PUNCT
cana-2588	334	5	the	the	DET
cana-2588	334	6	costs	cost	NOUN
cana-2588	334	7	of	of	ADP
cana-2588	334	8	soil	soil	NOUN
cana-2588	334	9	sensors	sensor	NOUN
cana-2588	334	10	are	be	AUX
cana-2588	334	11	compared	compare	VERB
cana-2588	334	12	,	,	PUNCT
cana-2588	334	13	with	with	ADP
cana-2588	334	14	soil	soil	NOUN
cana-2588	334	15	sensor	sensor	NOUN
cana-2588	334	16	c	c	NOUN
cana-2588	334	17	being	be	AUX
cana-2588	334	18	the	the	DET
cana-2588	334	19	most	most	ADV
cana-2588	334	20	expensive	expensive	ADJ
cana-2588	334	21	.	.	PUNCT
cana-2588	335	1	last	last	ADJ
cana-2588	335	2	but	but	CCONJ
cana-2588	335	3	not	not	PART
cana-2588	335	4	least	least	ADJ
cana-2588	335	5	,	,	PUNCT
cana-2588	335	6	figure	figure	VERB
cana-2588	335	7	7	7	NUM
cana-2588	335	8	shows	show	VERB
cana-2588	335	9	how	how	SCONJ
cana-2588	335	10	different	different	ADJ
cana-2588	335	11	forms	form	NOUN
cana-2588	335	12	of	of	ADP
cana-2588	335	13	fertiliser	fertiliser	NOUN
cana-2588	335	14	affect	affect	VERB
cana-2588	335	15	production	production	NOUN
cana-2588	335	16	.	.	PUNCT
cana-2588	336	1	chemical	chemical	NOUN
cana-2588	336	2	fertiliser	fertiliser	NOUN
cana-2588	336	3	produces	produce	VERB
cana-2588	336	4	the	the	DET
cana-2588	336	5	most	most	ADJ
cana-2588	336	6	increase	increase	NOUN
cana-2588	336	7	in	in	ADP
cana-2588	336	8	yield	yield	NOUN
cana-2588	336	9	,	,	PUNCT
cana-2588	336	10	highlighting	highlight	VERB
cana-2588	336	11	the	the	DET
cana-2588	336	12	need	need	NOUN
cana-2588	336	13	of	of	ADP
cana-2588	336	14	good	good	ADJ
cana-2588	336	15	nutrient	nutrient	NOUN
cana-2588	336	16	management	management	NOUN
cana-2588	336	17	for	for	ADP
cana-2588	336	18	raising	raise	VERB
cana-2588	336	19	crop	crop	NOUN
cana-2588	336	20	productivity	productivity	NOUN
cana-2588	336	21	.	.	PUNCT
cana-2588	337	1	with	with	ADP
cana-2588	337	2	the	the	DET
cana-2588	337	3	use	use	NOUN
cana-2588	337	4	of	of	ADP
cana-2588	337	5	extensive	extensive	ADJ
cana-2588	337	6	data	datum	NOUN
cana-2588	337	7	displayed	display	VERB
cana-2588	337	8	in	in	ADP
cana-2588	337	9	tables	table	NOUN
cana-2588	337	10	and	and	CCONJ
cana-2588	337	11	figures	figure	NOUN
cana-2588	337	12	,	,	PUNCT
cana-2588	337	13	the	the	DET
cana-2588	337	14	study	study	NOUN
cana-2588	337	15	thoroughly	thoroughly	ADV
cana-2588	337	16	examined	examine	VERB
cana-2588	337	17	a	a	DET
cana-2588	337	18	number	number	NOUN
cana-2588	337	19	of	of	ADP
cana-2588	337	20	crop	crop	NOUN
cana-2588	337	21	and	and	CCONJ
cana-2588	337	22	soil	soil	NOUN
cana-2588	337	23	management	management	NOUN
cana-2588	337	24	-	-	PUNCT
cana-2588	337	25	related	relate	VERB
cana-2588	337	26	issues	issue	NOUN
cana-2588	337	27	.	.	PUNCT
cana-2588	338	1	it	it	PRON
cana-2588	338	2	looked	look	VERB
cana-2588	338	3	studied	study	VERB
cana-2588	338	4	the	the	DET
cana-2588	338	5	amounts	amount	NOUN
cana-2588	338	6	of	of	ADP
cana-2588	338	7	nutrients	nutrient	NOUN
cana-2588	338	8	in	in	ADP
cana-2588	338	9	medicinal	medicinal	ADJ
cana-2588	338	10	plants	plant	NOUN
cana-2588	338	11	,	,	PUNCT
cana-2588	338	12	emphasizing	emphasize	VERB
cana-2588	338	13	how	how	SCONJ
cana-2588	338	14	important	important	ADJ
cana-2588	338	15	nitrogen	nitrogen	NOUN
cana-2588	338	16	and	and	CCONJ
cana-2588	338	17	magnesium	magnesium	NOUN
cana-2588	338	18	are	be	AUX
cana-2588	338	19	to	to	PART
cana-2588	338	20	plant	plant	VERB
cana-2588	338	21	growth	growth	NOUN
cana-2588	338	22	.	.	PUNCT
cana-2588	339	1	according	accord	VERB
cana-2588	339	2	to	to	ADP
cana-2588	339	3	the	the	DET
cana-2588	339	4	data	datum	NOUN
cana-2588	339	5	,	,	PUNCT
cana-2588	339	6	barley	barley	NOUN
cana-2588	339	7	gains	gain	VERB
cana-2588	339	8	the	the	DET
cana-2588	339	9	least	least	ADJ
cana-2588	339	10	from	from	ADP
cana-2588	339	11	higher	high	ADJ
cana-2588	339	12	nutritional	nutritional	ADJ
cana-2588	339	13	levels	level	NOUN
cana-2588	339	14	,	,	PUNCT
cana-2588	339	15	while	while	SCONJ
cana-2588	339	16	maize	maize	NOUN
cana-2588	339	17	benefits	benefit	VERB
cana-2588	339	18	the	the	DET
cana-2588	339	19	most	most	ADJ
cana-2588	339	20	,	,	PUNCT
cana-2588	339	21	increasing	increase	VERB
cana-2588	339	22	production	production	NOUN
cana-2588	339	23	by	by	ADP
cana-2588	339	24	20	20	NUM
cana-2588	339	25	%	%	NOUN
cana-2588	339	26	.	.	PUNCT
cana-2588	340	1	despite	despite	SCONJ
cana-2588	340	2	its	its	PRON
cana-2588	340	3	modest	modest	ADJ
cana-2588	340	4	data	data	NOUN
cana-2588	340	5	transmission	transmission	NOUN
cana-2588	340	6	rate	rate	NOUN
cana-2588	340	7	,	,	PUNCT
cana-2588	340	8	soil	soil	NOUN
cana-2588	340	9	sensor	sensor	NOUN
cana-2588	340	10	a	a	PRON
cana-2588	340	11	was	be	AUX
cana-2588	340	12	found	find	VERB
cana-2588	340	13	to	to	PART
cana-2588	340	14	be	be	AUX
cana-2588	340	15	the	the	DET
cana-2588	340	16	most	most	ADV
cana-2588	340	17	dependable	dependable	ADJ
cana-2588	340	18	choice	choice	NOUN
cana-2588	340	19	for	for	ADP
cana-2588	340	20	soil	soil	NOUN
cana-2588	340	21	monitoring	monitoring	NOUN
cana-2588	340	22	due	due	ADP
cana-2588	340	23	to	to	ADP
cana-2588	340	24	its	its	PRON
cana-2588	340	25	improved	improved	ADJ
cana-2588	340	26	accuracy	accuracy	NOUN
cana-2588	340	27	and	and	CCONJ
cana-2588	340	28	longer	long	ADJ
cana-2588	340	29	battery	battery	NOUN
cana-2588	340	30	life	life	NOUN
cana-2588	340	31	.	.	PUNCT
cana-2588	341	1	the	the	DET
cana-2588	341	2	study	study	NOUN
cana-2588	341	3	delves	delve	VERB
cana-2588	341	4	into	into	ADP
cana-2588	341	5	the	the	DET
cana-2588	341	6	seasonal	seasonal	ADJ
cana-2588	341	7	fluctuations	fluctuation	NOUN
cana-2588	341	8	in	in	ADP
cana-2588	341	9	nutrient	nutrient	ADJ
cana-2588	341	10	levels	level	NOUN
cana-2588	341	11	and	and	CCONJ
cana-2588	341	12	highlights	highlight	NOUN
cana-2588	341	13	the	the	DET
cana-2588	341	14	necessity	necessity	NOUN
cana-2588	341	15	of	of	ADP
cana-2588	341	16	customized	customized	ADJ
cana-2588	341	17	approaches	approach	NOUN
cana-2588	341	18	to	to	ADP
cana-2588	341	19	nutrient	nutrient	ADJ
cana-2588	341	20	management	management	NOUN
cana-2588	341	21	,	,	PUNCT
cana-2588	341	22	especially	especially	ADV
cana-2588	341	23	in	in	ADP
cana-2588	341	24	the	the	DET
cana-2588	341	25	spring	spring	NOUN
cana-2588	341	26	when	when	SCONJ
cana-2588	341	27	potassium	potassium	NOUN
cana-2588	341	28	and	and	CCONJ
cana-2588	341	29	nitrogen	nitrogen	NOUN
cana-2588	341	30	concentrations	concentration	NOUN
cana-2588	341	31	are	be	AUX
cana-2588	341	32	peaking	peak	VERB
cana-2588	341	33	.	.	PUNCT
cana-2588	342	1	additionally	additionally	ADV
cana-2588	342	2	,	,	PUNCT
cana-2588	342	3	the	the	DET
cana-2588	342	4	research	research	NOUN
cana-2588	342	5	assessed	assess	VERB
cana-2588	342	6	various	various	ADJ
cana-2588	342	7	crop	crop	NOUN
cana-2588	342	8	recommendation	recommendation	NOUN
cana-2588	342	9	algorithms	algorithm	NOUN
cana-2588	342	10	;	;	PUNCT
cana-2588	342	11	the	the	DET
cana-2588	342	12	results	result	NOUN
cana-2588	342	13	showed	show	VERB
cana-2588	342	14	that	that	SCONJ
cana-2588	342	15	the	the	DET
cana-2588	342	16	deep	deep	ADJ
cana-2588	342	17	learning	learning	NOUN
cana-2588	342	18	model	model	NOUN
cana-2588	342	19	performed	perform	VERB
cana-2588	342	20	the	the	DET
cana-2588	342	21	best	good	ADJ
cana-2588	342	22	in	in	ADP
cana-2588	342	23	classification	classification	NOUN
cana-2588	342	24	tests	test	NOUN
cana-2588	342	25	.	.	PUNCT
cana-2588	343	1	in	in	ADP
cana-2588	343	2	a	a	DET
cana-2588	343	3	comparison	comparison	NOUN
cana-2588	343	4	of	of	ADP
cana-2588	343	5	soil	soil	NOUN
cana-2588	343	6	types	type	NOUN
cana-2588	343	7	,	,	PUNCT
cana-2588	343	8	loamy	loamy	NOUN
cana-2588	343	9	soil	soil	NOUN
cana-2588	343	10	was	be	AUX
cana-2588	343	11	shown	show	VERB
cana-2588	343	12	to	to	PART
cana-2588	343	13	be	be	AUX
cana-2588	343	14	the	the	DET
cana-2588	343	15	most	most	ADV
cana-2588	343	16	consistent	consistent	ADJ
cana-2588	343	17	and	and	CCONJ
cana-2588	343	18	productive	productive	ADJ
cana-2588	343	19	,	,	PUNCT
cana-2588	343	20	but	but	CCONJ
cana-2588	343	21	the	the	DET
cana-2588	343	22	yield	yield	NOUN
cana-2588	343	23	of	of	ADP
cana-2588	343	24	sandy	sandy	NOUN
cana-2588	343	25	and	and	CCONJ
cana-2588	343	26	clay	clay	NOUN
cana-2588	343	27	soils	soil	NOUN
cana-2588	343	28	varied	vary	VERB
cana-2588	343	29	more	more	ADV
cana-2588	343	30	.	.	PUNCT
cana-2588	344	1	even	even	ADV
cana-2588	344	2	though	though	SCONJ
cana-2588	344	3	soil	soil	NOUN
cana-2588	344	4	sensor	sensor	NOUN
cana-2588	344	5	c	c	NOUN
cana-2588	344	6	is	be	AUX
cana-2588	344	7	the	the	DET
cana-2588	344	8	most	most	ADV
cana-2588	344	9	expensive	expensive	ADJ
cana-2588	344	10	,	,	PUNCT
cana-2588	344	11	a	a	DET
cana-2588	344	12	cost	cost	NOUN
cana-2588	344	13	analysis	analysis	NOUN
cana-2588	344	14	of	of	ADP
cana-2588	344	15	soil	soil	NOUN
cana-2588	344	16	sensors	sensor	NOUN
cana-2588	344	17	showed	show	VERB
cana-2588	344	18	that	that	SCONJ
cana-2588	344	19	it	it	PRON
cana-2588	344	20	might	might	AUX
cana-2588	344	21	have	have	VERB
cana-2588	344	22	more	more	ADV
cana-2588	344	23	sophisticated	sophisticated	ADJ
cana-2588	344	24	features	feature	NOUN
cana-2588	344	25	.	.	PUNCT
cana-2588	345	1	a	a	DET
cana-2588	345	2	study	study	NOUN
cana-2588	345	3	was	be	AUX
cana-2588	345	4	conducted	conduct	VERB
cana-2588	345	5	to	to	PART
cana-2588	345	6	evaluate	evaluate	VERB
cana-2588	345	7	the	the	DET
cana-2588	345	8	effects	effect	NOUN
cana-2588	345	9	of	of	ADP
cana-2588	345	10	different	different	ADJ
cana-2588	345	11	fertilizers	fertilizer	NOUN
cana-2588	345	12	on	on	ADP
cana-2588	345	13	crop	crop	NOUN
cana-2588	345	14	output	output	NOUN
cana-2588	345	15	.	.	PUNCT
cana-2588	346	1	the	the	DET
cana-2588	346	2	results	result	NOUN
cana-2588	346	3	indicated	indicate	VERB
cana-2588	346	4	that	that	SCONJ
cana-2588	346	5	chemical	chemical	NOUN
cana-2588	346	6	fertilizers	fertilizer	NOUN
cana-2588	346	7	had	have	VERB
cana-2588	346	8	the	the	DET
cana-2588	346	9	greatest	great	ADJ
cana-2588	346	10	yield	yield	NOUN
cana-2588	346	11	increase	increase	NOUN
cana-2588	346	12	,	,	PUNCT
cana-2588	346	13	highlighting	highlight	VERB
cana-2588	346	14	the	the	DET
cana-2588	346	15	significance	significance	NOUN
cana-2588	346	16	of	of	ADP
cana-2588	346	17	strategic	strategic	ADJ
cana-2588	346	18	nutrient	nutrient	NOUN
cana-2588	346	19	management	management	NOUN
cana-2588	346	20	in	in	ADP
cana-2588	346	21	maximizing	maximize	VERB
cana-2588	346	22	agricultural	agricultural	ADJ
cana-2588	346	23	productivity	productivity	NOUN
cana-2588	346	24	.	.	PUNCT
cana-2588	347	1	v.	v.	ADP
cana-2588	347	2	conclusion	conclusion	NOUN
cana-2588	347	3	a	a	DET
cana-2588	347	4	revolutionary	revolutionary	ADJ
cana-2588	347	5	method	method	NOUN
cana-2588	347	6	for	for	ADP
cana-2588	347	7	maximizing	maximize	VERB
cana-2588	347	8	agricultural	agricultural	ADJ
cana-2588	347	9	productivity	productivity	NOUN
cana-2588	347	10	and	and	CCONJ
cana-2588	347	11	sustainability	sustainability	NOUN
cana-2588	347	12	is	be	AUX
cana-2588	347	13	provided	provide	VERB
cana-2588	347	14	by	by	ADP
cana-2588	347	15	precision	precision	NOUN
cana-2588	347	16	agriculture	agriculture	NOUN
cana-2588	347	17	's	's	PART
cana-2588	347	18	integration	integration	NOUN
cana-2588	347	19	of	of	ADP
cana-2588	347	20	iot	iot	NOUN
cana-2588	347	21	-	-	PUNCT
cana-2588	347	22	enabled	enable	VERB
cana-2588	347	23	soil	soil	NOUN
cana-2588	347	24	sensors	sensor	NOUN
cana-2588	347	25	,	,	PUNCT
cana-2588	347	26	machine	machine	NOUN
cana-2588	347	27	learning	learning	NOUN
cana-2588	347	28	algorithms	algorithm	NOUN
cana-2588	347	29	,	,	PUNCT
cana-2588	347	30	and	and	CCONJ
cana-2588	347	31	deep	deep	ADJ
cana-2588	347	32	learning	learning	NOUN
cana-2588	347	33	models	model	NOUN
cana-2588	347	34	.	.	PUNCT
cana-2588	348	1	iot	iot	ADJ
cana-2588	348	2	sensors	sensor	NOUN
cana-2588	348	3	continuously	continuously	ADV
cana-2588	348	4	measure	measure	VERB
cana-2588	348	5	important	important	ADJ
cana-2588	348	6	soil	soil	NOUN
cana-2588	348	7	characteristics	characteristic	NOUN
cana-2588	348	8	including	include	VERB
cana-2588	348	9	electrical	electrical	ADJ
cana-2588	348	10	conductivity	conductivity	NOUN
cana-2588	348	11	,	,	PUNCT
cana-2588	348	12	moisture	moisture	NOUN
cana-2588	348	13	content	content	NOUN
cana-2588	348	14	,	,	PUNCT
cana-2588	348	15	and	and	CCONJ
cana-2588	348	16	nutrient	nutrient	ADJ
cana-2588	348	17	levels	level	NOUN
cana-2588	348	18	.	.	PUNCT
cana-2588	349	1	this	this	PRON
cana-2588	349	2	allows	allow	VERB
cana-2588	349	3	them	they	PRON
cana-2588	349	4	to	to	PART
cana-2588	349	5	deliver	deliver	VERB
cana-2588	349	6	real	real	ADJ
cana-2588	349	7	-	-	PUNCT
cana-2588	349	8	time	time	NOUN
cana-2588	349	9	data	datum	NOUN
cana-2588	349	10	that	that	PRON
cana-2588	349	11	improves	improve	VERB
cana-2588	349	12	crop	crop	NOUN
cana-2588	349	13	management	management	NOUN
cana-2588	349	14	,	,	PUNCT
cana-2588	349	15	fertilization	fertilization	NOUN
cana-2588	349	16	,	,	PUNCT
cana-2588	349	17	and	and	CCONJ
cana-2588	349	18	irrigation	irrigation	NOUN
cana-2588	349	19	decisions	decision	NOUN
cana-2588	349	20	.	.	PUNCT
cana-2588	350	1	by	by	ADP
cana-2588	350	2	forecasting	forecast	VERB
cana-2588	350	3	ideal	ideal	ADJ
cana-2588	350	4	nutrient	nutrient	NOUN
cana-2588	350	5	levels	level	NOUN
cana-2588	350	6	,	,	PUNCT
cana-2588	350	7	categorizing	categorize	VERB
cana-2588	350	8	soil	soil	NOUN
cana-2588	350	9	types	type	NOUN
cana-2588	350	10	,	,	PUNCT
cana-2588	350	11	and	and	CCONJ
cana-2588	350	12	suggesting	suggest	VERB
cana-2588	350	13	crops	crop	NOUN
cana-2588	350	14	that	that	PRON
cana-2588	350	15	are	be	AUX
cana-2588	350	16	best	well	ADV
cana-2588	350	17	suited	suited	ADJ
cana-2588	350	18	to	to	ADP
cana-2588	350	19	the	the	DET
cana-2588	350	20	existing	exist	VERB
cana-2588	350	21	soil	soil	NOUN
cana-2588	350	22	conditions	condition	NOUN
cana-2588	350	23	,	,	PUNCT
cana-2588	350	24	the	the	DET
cana-2588	350	25	application	application	NOUN
cana-2588	350	26	of	of	ADP
cana-2588	350	27	machine	machine	NOUN
cana-2588	350	28	learning	learning	NOUN
cana-2588	350	29	and	and	CCONJ
cana-2588	350	30	deep	deep	ADJ
cana-2588	350	31	learning	learning	NOUN
cana-2588	350	32	algorithms	algorithm	NOUN
cana-2588	350	33	further	far	ADV
cana-2588	350	34	refines	refine	VERB
cana-2588	350	35	these	these	DET
cana-2588	350	36	processes	process	NOUN
cana-2588	350	37	.	.	PUNCT
cana-2588	351	1	this	this	DET
cana-2588	351	2	allcommunications	allcommunication	NOUN
cana-2588	351	3	on	on	ADP
cana-2588	351	4	applied	apply	VERB
cana-2588	351	5	nonlinear	nonlinear	ADJ
cana-2588	351	6	analysis	analysis	NOUN
cana-2588	351	7	issn	issn	NOUN
cana-2588	351	8	:	:	PUNCT
cana-2588	351	9	1074	1074	NUM
cana-2588	351	10	-	-	PUNCT
cana-2588	351	11	133x	133x	NUM
cana-2588	351	12	vol	vol	NOUN
cana-2588	351	13	32	32	NUM
cana-2588	351	14	no	no	NOUN
cana-2588	351	15	.	.	PUNCT
cana-2588	352	1	3s	3s	NUM
cana-2588	352	2	(	(	PUNCT
cana-2588	352	3	2025	2025	NUM
cana-2588	352	4	)	)	PUNCT
cana-2588	352	5	196	196	NUM
cana-2588	352	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2588	352	7	encompassing	encompass	VERB
cana-2588	352	8	strategy	strategy	NOUN
cana-2588	352	9	makes	make	VERB
cana-2588	352	10	sure	sure	ADJ
cana-2588	352	11	that	that	SCONJ
cana-2588	352	12	resources	resource	NOUN
cana-2588	352	13	are	be	AUX
cana-2588	352	14	used	use	VERB
cana-2588	352	15	effectively	effectively	ADV
cana-2588	352	16	,	,	PUNCT
cana-2588	352	17	minimizing	minimize	VERB
cana-2588	352	18	waste	waste	NOUN
cana-2588	352	19	and	and	CCONJ
cana-2588	352	20	negative	negative	ADJ
cana-2588	352	21	environmental	environmental	ADJ
cana-2588	352	22	effects	effect	NOUN
cana-2588	352	23	while	while	SCONJ
cana-2588	352	24	increasing	increase	VERB
cana-2588	352	25	agricultural	agricultural	ADJ
cana-2588	352	26	productivity	productivity	NOUN
cana-2588	352	27	.	.	PUNCT
cana-2588	353	1	the	the	DET
cana-2588	353	2	results	result	NOUN
cana-2588	353	3	of	of	ADP
cana-2588	353	4	the	the	DET
cana-2588	353	5	study	study	NOUN
cana-2588	353	6	show	show	VERB
cana-2588	353	7	how	how	SCONJ
cana-2588	353	8	important	important	ADJ
cana-2588	353	9	nitrogen	nitrogen	NOUN
cana-2588	353	10	management	management	NOUN
cana-2588	353	11	is	be	AUX
cana-2588	353	12	for	for	ADP
cana-2588	353	13	increasing	increase	VERB
cana-2588	353	14	crop	crop	NOUN
cana-2588	353	15	yields	yield	NOUN
cana-2588	353	16	.	.	PUNCT
cana-2588	354	1	the	the	DET
cana-2588	354	2	study	study	NOUN
cana-2588	354	3	emphasizes	emphasize	VERB
cana-2588	354	4	the	the	DET
cana-2588	354	5	significance	significance	NOUN
cana-2588	354	6	of	of	ADP
cana-2588	354	7	balanced	balanced	ADJ
cana-2588	354	8	fertilization	fertilization	NOUN
cana-2588	354	9	tactics	tactic	NOUN
cana-2588	354	10	by	by	ADP
cana-2588	354	11	examining	examine	VERB
cana-2588	354	12	soil	soil	NOUN
cana-2588	354	13	nutrient	nutrient	NOUN
cana-2588	354	14	levels	level	NOUN
cana-2588	354	15	and	and	CCONJ
cana-2588	354	16	their	their	PRON
cana-2588	354	17	effects	effect	NOUN
cana-2588	354	18	on	on	ADP
cana-2588	354	19	different	different	ADJ
cana-2588	354	20	crop	crop	NOUN
cana-2588	354	21	varieties	variety	NOUN
cana-2588	354	22	.	.	PUNCT
cana-2588	355	1	the	the	DET
cana-2588	355	2	findings	finding	NOUN
cana-2588	355	3	show	show	VERB
cana-2588	355	4	that	that	SCONJ
cana-2588	355	5	major	major	ADJ
cana-2588	355	6	increases	increase	NOUN
cana-2588	355	7	in	in	ADP
cana-2588	355	8	output	output	NOUN
cana-2588	355	9	can	can	AUX
cana-2588	355	10	be	be	AUX
cana-2588	355	11	achieved	achieve	VERB
cana-2588	355	12	by	by	ADP
cana-2588	355	13	adjusting	adjust	VERB
cana-2588	355	14	nutrient	nutrient	ADJ
cana-2588	355	15	levels	level	NOUN
cana-2588	355	16	,	,	PUNCT
cana-2588	355	17	especially	especially	ADV
cana-2588	355	18	those	those	PRON
cana-2588	355	19	of	of	ADP
cana-2588	355	20	nitrogen	nitrogen	NOUN
cana-2588	355	21	,	,	PUNCT
cana-2588	355	22	phosphorus	phosphorus	NOUN
cana-2588	355	23	,	,	PUNCT
cana-2588	355	24	and	and	CCONJ
cana-2588	355	25	potassium	potassium	NOUN
cana-2588	355	26	.	.	PUNCT
cana-2588	356	1	furthermore	furthermore	ADV
cana-2588	356	2	,	,	PUNCT
cana-2588	356	3	the	the	DET
cana-2588	356	4	need	need	NOUN
cana-2588	356	5	for	for	ADP
cana-2588	356	6	customized	customized	ADJ
cana-2588	356	7	recommendations	recommendation	NOUN
cana-2588	356	8	based	base	VERB
cana-2588	356	9	on	on	ADP
cana-2588	356	10	particular	particular	ADJ
cana-2588	356	11	crop	crop	NOUN
cana-2588	356	12	requirements	requirement	NOUN
cana-2588	356	13	is	be	AUX
cana-2588	356	14	highlighted	highlight	VERB
cana-2588	356	15	by	by	ADP
cana-2588	356	16	the	the	DET
cana-2588	356	17	variations	variation	NOUN
cana-2588	356	18	in	in	ADP
cana-2588	356	19	nutrient	nutrient	NOUN
cana-2588	356	20	uptake	uptake	ADJ
cana-2588	356	21	amongst	amongst	ADP
cana-2588	356	22	different	different	ADJ
cana-2588	356	23	crops	crop	NOUN
cana-2588	356	24	.	.	PUNCT
cana-2588	357	1	improved	improve	VERB
cana-2588	357	2	crop	crop	NOUN
cana-2588	357	3	growth	growth	NOUN
cana-2588	357	4	and	and	CCONJ
cana-2588	357	5	sustainable	sustainable	ADJ
cana-2588	357	6	farming	farming	NOUN
cana-2588	357	7	practices	practice	NOUN
cana-2588	357	8	are	be	AUX
cana-2588	357	9	facilitated	facilitate	VERB
cana-2588	357	10	by	by	ADP
cana-2588	357	11	more	more	ADV
cana-2588	357	12	accurate	accurate	ADJ
cana-2588	357	13	fertilizer	fertilizer	NOUN
cana-2588	357	14	management	management	NOUN
cana-2588	357	15	made	make	VERB
cana-2588	357	16	possible	possible	ADJ
cana-2588	357	17	by	by	ADP
cana-2588	357	18	data	datum	NOUN
cana-2588	357	19	-	-	PUNCT
cana-2588	357	20	driven	drive	VERB
cana-2588	357	21	insights	insight	NOUN
cana-2588	357	22	from	from	ADP
cana-2588	357	23	iot	iot	ADJ
cana-2588	357	24	sensors	sensor	NOUN
cana-2588	357	25	and	and	CCONJ
cana-2588	357	26	sophisticated	sophisticated	ADJ
cana-2588	357	27	algorithms	algorithm	NOUN
cana-2588	357	28	.	.	PUNCT
cana-2588	358	1	all	all	DET
cana-2588	358	2	things	thing	NOUN
cana-2588	358	3	considered	consider	VERB
cana-2588	358	4	,	,	PUNCT
cana-2588	358	5	precision	precision	NOUN
cana-2588	358	6	agriculture	agriculture	NOUN
cana-2588	358	7	's	's	PART
cana-2588	358	8	use	use	NOUN
cana-2588	358	9	of	of	ADP
cana-2588	358	10	iot	iot	NOUN
cana-2588	358	11	and	and	CCONJ
cana-2588	358	12	machine	machine	NOUN
cana-2588	358	13	learning	learn	VERB
cana-2588	358	14	technology	technology	NOUN
cana-2588	358	15	marks	mark	VERB
cana-2588	358	16	a	a	DET
cana-2588	358	17	substantial	substantial	ADJ
cana-2588	358	18	breakthrough	breakthrough	NOUN
cana-2588	358	19	in	in	ADP
cana-2588	358	20	contemporary	contemporary	ADJ
cana-2588	358	21	farming	farming	NOUN
cana-2588	358	22	.	.	PUNCT
cana-2588	359	1	real	real	ADJ
cana-2588	359	2	-	-	PUNCT
cana-2588	359	3	time	time	NOUN
cana-2588	359	4	monitoring	monitoring	NOUN
cana-2588	359	5	,	,	PUNCT
cana-2588	359	6	analysis	analysis	NOUN
cana-2588	359	7	,	,	PUNCT
cana-2588	359	8	and	and	CCONJ
cana-2588	359	9	optimization	optimization	NOUN
cana-2588	359	10	of	of	ADP
cana-2588	359	11	crop	crop	NOUN
cana-2588	359	12	and	and	CCONJ
cana-2588	359	13	soil	soil	NOUN
cana-2588	359	14	conditions	condition	NOUN
cana-2588	359	15	results	result	NOUN
cana-2588	359	16	in	in	ADP
cana-2588	359	17	better	well	ADV
cana-2588	359	18	-	-	PUNCT
cana-2588	359	19	informed	inform	VERB
cana-2588	359	20	and	and	CCONJ
cana-2588	359	21	efficient	efficient	ADJ
cana-2588	359	22	agricultural	agricultural	ADJ
cana-2588	359	23	methods	method	NOUN
cana-2588	359	24	.	.	PUNCT
cana-2588	360	1	farmers	farmer	NOUN
cana-2588	360	2	are	be	AUX
cana-2588	360	3	thereby	thereby	ADV
cana-2588	360	4	able	able	ADJ
cana-2588	360	5	to	to	PART
cana-2588	360	6	attain	attain	VERB
cana-2588	360	7	increased	increase	VERB
cana-2588	360	8	yields	yield	NOUN
cana-2588	360	9	,	,	PUNCT
cana-2588	360	10	improved	improve	VERB
cana-2588	360	11	resource	resource	NOUN
cana-2588	360	12	efficiency	efficiency	NOUN
cana-2588	360	13	,	,	PUNCT
cana-2588	360	14	and	and	CCONJ
cana-2588	360	15	increased	increase	VERB
cana-2588	360	16	sustainability	sustainability	NOUN
cana-2588	360	17	.	.	PUNCT
cana-2588	361	1	this	this	DET
cana-2588	361	2	study	study	NOUN
cana-2588	361	3	opens	open	VERB
cana-2588	361	4	the	the	DET
cana-2588	361	5	door	door	NOUN
cana-2588	361	6	for	for	ADP
cana-2588	361	7	a	a	DET
cana-2588	361	8	more	more	ADV
cana-2588	361	9	intelligent	intelligent	ADJ
cana-2588	361	10	and	and	CCONJ
cana-2588	361	11	resilient	resilient	ADJ
cana-2588	361	12	agricultural	agricultural	ADJ
cana-2588	361	13	future	future	NOUN
cana-2588	361	14	by	by	ADP
cana-2588	361	15	adding	add	VERB
cana-2588	361	16	to	to	ADP
cana-2588	361	17	the	the	DET
cana-2588	361	18	expanding	expand	VERB
cana-2588	361	19	body	body	NOUN
cana-2588	361	20	of	of	ADP
cana-2588	361	21	knowledge	knowledge	NOUN
cana-2588	361	22	about	about	ADP
cana-2588	361	23	how	how	SCONJ
cana-2588	361	24	emerging	emerge	VERB
cana-2588	361	25	technologies	technology	NOUN
cana-2588	361	26	might	might	AUX
cana-2588	361	27	be	be	AUX
cana-2588	361	28	used	use	VERB
cana-2588	361	29	to	to	PART
cana-2588	361	30	address	address	VERB
cana-2588	361	31	the	the	DET
cana-2588	361	32	problems	problem	NOUN
cana-2588	361	33	of	of	ADP
cana-2588	361	34	environmental	environmental	ADJ
cana-2588	361	35	sustainability	sustainability	NOUN
cana-2588	361	36	and	and	CCONJ
cana-2588	361	37	global	global	ADJ
cana-2588	361	38	food	food	NOUN
cana-2588	361	39	security	security	NOUN
cana-2588	361	40	.	.	PUNCT
cana-2588	362	1	references	reference	NOUN
cana-2588	362	2	[	[	X
cana-2588	362	3	1	1	NUM
cana-2588	362	4	]	]	PUNCT
cana-2588	362	5	s.	s.	PROPN
cana-2588	362	6	senapaty	senapaty	PROPN
cana-2588	362	7	,	,	PUNCT
cana-2588	362	8	a.	a.	NOUN
cana-2588	362	9	khanna	khanna	PROPN
cana-2588	362	10	,	,	PUNCT
cana-2588	362	11	and	and	CCONJ
cana-2588	362	12	m.	m.	NOUN
cana-2588	362	13	gupta	gupta	PROPN
cana-2588	362	14	,	,	PUNCT
cana-2588	362	15	"	"	PUNCT
cana-2588	362	16	iot	iot	ADJ
cana-2588	362	17	-	-	PUNCT
cana-2588	362	18	enabled	enable	VERB
cana-2588	362	19	soil	soil	NOUN
cana-2588	362	20	nutrient	nutrient	NOUN
cana-2588	362	21	analysis	analysis	NOUN
cana-2588	362	22	and	and	CCONJ
cana-2588	362	23	crop	crop	NOUN
cana-2588	362	24	recommendation	recommendation	NOUN
cana-2588	362	25	model	model	NOUN
cana-2588	362	26	for	for	ADP
cana-2588	362	27	precision	precision	NOUN
cana-2588	362	28	agriculture	agriculture	NOUN
cana-2588	362	29	,	,	PUNCT
cana-2588	362	30	"	"	PUNCT
cana-2588	362	31	ieee	ieee	NOUN
cana-2588	362	32	internet	internet	NOUN
cana-2588	362	33	of	of	ADP
cana-2588	362	34	things	thing	NOUN
cana-2588	362	35	journal	journal	NOUN
cana-2588	362	36	,	,	PUNCT
cana-2588	362	37	vol	vol	NOUN
cana-2588	362	38	.	.	PROPN
cana-2588	362	39	11	11	NUM
cana-2588	362	40	,	,	PUNCT
cana-2588	362	41	no	no	INTJ
cana-2588	362	42	.	.	NOUN
cana-2588	362	43	1	1	NUM
cana-2588	362	44	,	,	PUNCT
cana-2588	362	45	pp	pp	ADJ
cana-2588	362	46	.	.	PUNCT
cana-2588	363	1	132	132	NUM
cana-2588	363	2	-	-	SYM
cana-2588	363	3	145	145	NUM
cana-2588	363	4	,	,	PUNCT
cana-2588	363	5	jan	jan	PROPN
cana-2588	363	6	.	.	PROPN
cana-2588	363	7	2024	2024	NUM
cana-2588	363	8	.	.	PUNCT
cana-2588	364	1	[	[	X
cana-2588	364	2	2	2	X
cana-2588	364	3	]	]	PUNCT
cana-2588	364	4	j.	j.	PROPN
cana-2588	364	5	zhao	zhao	PROPN
cana-2588	364	6	,	,	PUNCT
cana-2588	364	7	y.	y.	PROPN
cana-2588	364	8	wang	wang	PROPN
cana-2588	364	9	,	,	PUNCT
cana-2588	364	10	and	and	CCONJ
cana-2588	364	11	x.	x.	PROPN
cana-2588	364	12	li	li	PROPN
cana-2588	364	13	,	,	PUNCT
cana-2588	364	14	"	"	PUNCT
cana-2588	364	15	machine	machine	NOUN
cana-2588	364	16	learning	learning	NOUN
cana-2588	364	17	for	for	ADP
cana-2588	364	18	soil	soil	NOUN
cana-2588	364	19	nutrient	nutrient	NOUN
cana-2588	364	20	monitoring	monitoring	NOUN
cana-2588	364	21	using	use	VERB
cana-2588	364	22	iot	iot	ADJ
cana-2588	364	23	devices	device	NOUN
cana-2588	364	24	:	:	PUNCT
cana-2588	364	25	enhancing	enhance	VERB
cana-2588	364	26	precision	precision	NOUN
cana-2588	364	27	agriculture	agriculture	NOUN
cana-2588	364	28	,	,	PUNCT
cana-2588	364	29	"	"	PUNCT
cana-2588	364	30	ieee	ieee	NOUN
cana-2588	364	31	transactions	transaction	NOUN
cana-2588	364	32	on	on	ADP
cana-2588	364	33	automation	automation	NOUN
cana-2588	364	34	science	science	NOUN
cana-2588	364	35	and	and	CCONJ
cana-2588	364	36	engineering	engineering	NOUN
cana-2588	364	37	,	,	PUNCT
cana-2588	364	38	vol	vol	NOUN
cana-2588	364	39	.	.	PROPN
cana-2588	364	40	21	21	NUM
cana-2588	364	41	,	,	PUNCT
cana-2588	364	42	no	no	INTJ
cana-2588	364	43	.	.	NOUN
cana-2588	364	44	2	2	NUM
cana-2588	364	45	,	,	PUNCT
cana-2588	364	46	pp	pp	ADJ
cana-2588	364	47	.	.	PUNCT
cana-2588	365	1	678	678	NUM
cana-2588	365	2	-	-	SYM
cana-2588	365	3	690	690	NUM
cana-2588	365	4	,	,	PUNCT
cana-2588	365	5	feb	feb	PROPN
cana-2588	365	6	.	.	PROPN
cana-2588	365	7	2024	2024	NUM
cana-2588	365	8	.	.	PUNCT
cana-2588	366	1	[	[	X
cana-2588	366	2	3	3	X
cana-2588	366	3	]	]	X
cana-2588	366	4	y.	y.	PROPN
cana-2588	366	5	kim	kim	PROPN
cana-2588	366	6	,	,	PUNCT
cana-2588	366	7	h.	h.	PROPN
cana-2588	366	8	park	park	PROPN
cana-2588	366	9	,	,	PUNCT
cana-2588	366	10	and	and	CCONJ
cana-2588	366	11	j.	j.	PROPN
cana-2588	366	12	lee	lee	PROPN
cana-2588	366	13	,	,	PUNCT
cana-2588	366	14	"	"	PUNCT
cana-2588	366	15	smart	smart	ADJ
cana-2588	366	16	farming	farming	NOUN
cana-2588	366	17	solutions	solution	NOUN
cana-2588	366	18	for	for	ADP
cana-2588	366	19	horticulture	horticulture	NOUN
cana-2588	366	20	using	use	VERB
cana-2588	366	21	iot	iot	NOUN
cana-2588	366	22	and	and	CCONJ
cana-2588	366	23	real	real	ADJ
cana-2588	366	24	-	-	PUNCT
cana-2588	366	25	time	time	NOUN
cana-2588	366	26	nutrient	nutrient	NOUN
cana-2588	366	27	management	management	NOUN
cana-2588	366	28	systems	system	NOUN
cana-2588	366	29	,	,	PUNCT
cana-2588	366	30	"	"	PUNCT
cana-2588	366	31	ieee	ieee	NOUN
cana-2588	366	32	access	access	NOUN
cana-2588	366	33	,	,	PUNCT
cana-2588	366	34	vol	vol	NOUN
cana-2588	366	35	.	.	PROPN
cana-2588	366	36	12	12	NUM
cana-2588	366	37	,	,	PUNCT
cana-2588	366	38	pp	pp	ADJ
cana-2588	366	39	.	.	PUNCT
cana-2588	367	1	12345	12345	NUM
cana-2588	367	2	-	-	SYM
cana-2588	367	3	12359	12359	NUM
cana-2588	367	4	,	,	PUNCT
cana-2588	367	5	feb	feb	PROPN
cana-2588	367	6	.	.	PROPN
cana-2588	367	7	2024	2024	NUM
cana-2588	367	8	.	.	PUNCT
cana-2588	368	1	[	[	X
cana-2588	368	2	4	4	X
cana-2588	368	3	]	]	X
cana-2588	368	4	p.	p.	PROPN
cana-2588	368	5	gupta	gupta	PROPN
cana-2588	368	6	,	,	PUNCT
cana-2588	368	7	a.	a.	PROPN
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cana-2588	368	9	,	,	PUNCT
cana-2588	368	10	and	and	CCONJ
cana-2588	368	11	r.	r.	PROPN
cana-2588	368	12	singh	singh	PROPN
cana-2588	368	13	,	,	PUNCT
cana-2588	368	14	"	"	PUNCT
cana-2588	368	15	a	a	DET
cana-2588	368	16	hybrid	hybrid	ADJ
cana-2588	368	17	iot	iot	NOUN
cana-2588	368	18	and	and	CCONJ
cana-2588	368	19	machine	machine	NOUN
cana-2588	368	20	learning	learning	NOUN
cana-2588	368	21	model	model	NOUN
cana-2588	368	22	for	for	ADP
cana-2588	368	23	crop	crop	NOUN
cana-2588	368	24	recommendation	recommendation	NOUN
cana-2588	368	25	in	in	ADP
cana-2588	368	26	diverse	diverse	ADJ
cana-2588	368	27	climate	climate	NOUN
cana-2588	368	28	conditions	condition	NOUN
cana-2588	368	29	,	,	PUNCT
cana-2588	368	30	"	"	PUNCT
cana-2588	368	31	ieee	ieee	NOUN
cana-2588	368	32	transactions	transaction	NOUN
cana-2588	368	33	on	on	ADP
cana-2588	368	34	green	green	ADJ
cana-2588	368	35	communications	communication	NOUN
cana-2588	368	36	and	and	CCONJ
cana-2588	368	37	networking	networking	NOUN
cana-2588	368	38	,	,	PUNCT
cana-2588	368	39	vol	vol	NOUN
cana-2588	368	40	.	.	PROPN
cana-2588	368	41	8	8	NUM
cana-2588	368	42	,	,	PUNCT
cana-2588	368	43	no	no	INTJ
cana-2588	368	44	.	.	NOUN
cana-2588	368	45	1	1	NUM
cana-2588	368	46	,	,	PUNCT
cana-2588	368	47	pp	pp	ADJ
cana-2588	368	48	.	.	PUNCT
cana-2588	368	49	97	97	NUM
cana-2588	368	50	-	-	SYM
cana-2588	368	51	110	110	NUM
cana-2588	368	52	,	,	PUNCT
cana-2588	368	53	mar	mar	PROPN
cana-2588	368	54	.	.	PROPN
cana-2588	368	55	2024	2024	NUM
cana-2588	368	56	.	.	PUNCT
cana-2588	369	1	[	[	X
cana-2588	369	2	5	5	NUM
cana-2588	369	3	]	]	PUNCT
cana-2588	369	4	m.	m.	NOUN
cana-2588	369	5	hossain	hossain	PROPN
cana-2588	369	6	,	,	PUNCT
cana-2588	369	7	t.	t.	PROPN
cana-2588	369	8	rahman	rahman	PROPN
cana-2588	369	9	,	,	PUNCT
cana-2588	369	10	and	and	CCONJ
cana-2588	369	11	s.	s.	PROPN
cana-2588	369	12	ahmed	ahmed	PROPN
cana-2588	369	13	,	,	PUNCT
cana-2588	369	14	"	"	PUNCT
cana-2588	369	15	iot	iot	ADJ
cana-2588	369	16	-	-	PUNCT
cana-2588	369	17	driven	drive	VERB
cana-2588	369	18	soil	soil	NOUN
cana-2588	369	19	fertility	fertility	NOUN
cana-2588	369	20	management	management	NOUN
cana-2588	369	21	through	through	ADP
cana-2588	369	22	nutrient	nutrient	NOUN
cana-2588	369	23	mapping	mapping	NOUN
cana-2588	369	24	,	,	PUNCT
cana-2588	369	25	"	"	PUNCT
cana-2588	369	26	ieee	ieee	NOUN
cana-2588	369	27	sensors	sensor	NOUN
cana-2588	369	28	journal	journal	PROPN
cana-2588	369	29	,	,	PUNCT
cana-2588	369	30	vol	vol	NOUN
cana-2588	369	31	.	.	PROPN
cana-2588	369	32	24	24	NUM
cana-2588	369	33	,	,	PUNCT
cana-2588	369	34	no	no	INTJ
cana-2588	369	35	.	.	NOUN
cana-2588	369	36	3	3	NUM
cana-2588	369	37	,	,	PUNCT
cana-2588	369	38	pp	pp	ADJ
cana-2588	369	39	.	.	PUNCT
cana-2588	370	1	230	230	NUM
cana-2588	370	2	-	-	SYM
cana-2588	370	3	244	244	NUM
cana-2588	370	4	,	,	PUNCT
cana-2588	370	5	mar	mar	PROPN
cana-2588	370	6	.	.	PROPN
cana-2588	370	7	2024	2024	NUM
cana-2588	370	8	.	.	PUNCT
cana-2588	371	1	[	[	X
cana-2588	371	2	6	6	NUM
cana-2588	371	3	]	]	PUNCT
cana-2588	371	4	v.	v.	CCONJ
cana-2588	371	5	sharma	sharma	PROPN
cana-2588	371	6	,	,	PUNCT
cana-2588	371	7	s.	s.	PROPN
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cana-2588	371	9	,	,	PUNCT
cana-2588	371	10	and	and	CCONJ
cana-2588	371	11	p.	p.	NOUN
cana-2588	371	12	patel	patel	PROPN
cana-2588	371	13	,	,	PUNCT
cana-2588	371	14	"	"	PUNCT
cana-2588	371	15	optimizing	optimize	VERB
cana-2588	371	16	irrigation	irrigation	NOUN
cana-2588	371	17	and	and	CCONJ
cana-2588	371	18	nutrient	nutrient	NOUN
cana-2588	371	19	management	management	NOUN
cana-2588	371	20	with	with	ADP
cana-2588	371	21	iot	iot	PROPN
cana-2588	371	22	in	in	ADP
cana-2588	371	23	precision	precision	NOUN
cana-2588	371	24	agriculture	agriculture	NOUN
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cana-2588	371	26	"	"	PUNCT
cana-2588	371	27	ieee	ieee	NOUN
cana-2588	371	28	transactions	transaction	NOUN
cana-2588	371	29	on	on	ADP
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cana-2588	371	31	informatics	informatic	NOUN
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cana-2588	371	33	vol	vol	NOUN
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cana-2588	371	36	,	,	PUNCT
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cana-2588	371	39	4	4	NUM
cana-2588	371	40	,	,	PUNCT
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cana-2588	371	42	.	.	PUNCT
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cana-2588	372	2	-	-	SYM
cana-2588	372	3	798	798	NUM
cana-2588	372	4	,	,	PUNCT
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cana-2588	372	8	.	.	PUNCT
cana-2588	373	1	[	[	X
cana-2588	373	2	7	7	X
cana-2588	373	3	]	]	X
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cana-2588	373	10	and	and	CCONJ
cana-2588	373	11	l.	l.	PROPN
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cana-2588	373	13	,	,	PUNCT
cana-2588	373	14	"	"	PUNCT
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cana-2588	373	16	-	-	PUNCT
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cana-2588	373	20	for	for	ADP
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cana-2588	373	22	nutrient	nutrient	ADJ
cana-2588	373	23	deficiencies	deficiency	NOUN
cana-2588	373	24	in	in	ADP
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cana-2588	373	28	"	"	PUNCT
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cana-2588	373	30	transactions	transaction	NOUN
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cana-2588	373	42	,	,	PUNCT
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cana-2588	373	44	.	.	PUNCT
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cana-2588	374	2	-	-	SYM
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cana-2588	374	4	,	,	PUNCT
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cana-2588	374	8	.	.	PUNCT
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cana-2588	375	3	]	]	X
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cana-2588	375	14	"	"	PUNCT
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cana-2588	375	21	:	:	PUNCT
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cana-2588	375	25	for	for	ADP
cana-2588	375	26	sustainable	sustainable	ADJ
cana-2588	375	27	crop	crop	NOUN
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cana-2588	375	29	,	,	PUNCT
cana-2588	375	30	"	"	PUNCT
cana-2588	375	31	ieee	ieee	NOUN
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cana-2588	375	42	.	.	NOUN
cana-2588	375	43	3	3	NUM
cana-2588	375	44	,	,	PUNCT
cana-2588	375	45	pp	pp	ADJ
cana-2588	375	46	.	.	PUNCT
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cana-2588	375	48	-	-	SYM
cana-2588	375	49	223	223	NUM
cana-2588	375	50	,	,	PUNCT
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cana-2588	375	53	.	.	PUNCT
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cana-2588	376	3	]	]	PUNCT
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cana-2588	376	11	m.	m.	PROPN
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cana-2588	376	16	-	-	PUNCT
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cana-2588	376	27	,	,	PUNCT
cana-2588	376	28	"	"	PUNCT
cana-2588	376	29	ieee	ieee	NOUN
cana-2588	376	30	transactions	transaction	NOUN
cana-2588	376	31	on	on	ADP
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cana-2588	376	33	networks	network	NOUN
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cana-2588	376	45	,	,	PUNCT
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cana-2588	376	47	.	.	PUNCT
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cana-2588	377	4	,	,	PUNCT
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cana-2588	377	7	.	.	PUNCT
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cana-2588	378	3	]	]	PUNCT
cana-2588	378	4	x.	x.	NOUN
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cana-2588	378	11	h.	h.	PROPN
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cana-2588	378	25	content	content	NOUN
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cana-2588	378	27	,	,	PUNCT
cana-2588	378	28	"	"	PUNCT
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cana-2588	378	30	transactions	transaction	NOUN
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cana-2588	379	8	.	.	PUNCT
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cana-2588	380	2	-	-	SYM
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cana-2588	381	25	:	:	PUNCT
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cana-2588	381	30	,	,	PUNCT
cana-2588	381	31	"	"	PUNCT
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cana-2588	381	38	,	,	PUNCT
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cana-2588	383	3	]	]	PUNCT
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cana-2588	383	16	-	-	PUNCT
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cana-2588	383	24	,	,	PUNCT
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cana-2588	385	7	:	:	PUNCT
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cana-2588	387	17	in	in	ADP
cana-2588	387	18	iot	iot	NOUN
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cana-2588	387	24	,	,	PUNCT
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cana-2588	387	31	,	,	PUNCT
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cana-2588	387	37	.	.	NOUN
cana-2588	387	38	3	3	NUM
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cana-2588	387	41	.	.	PUNCT
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cana-2588	388	2	-	-	SYM
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cana-2588	389	13	,	,	PUNCT
cana-2588	389	14	"	"	PUNCT
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cana-2588	389	20	-	-	PUNCT
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cana-2588	389	28	,	,	PUNCT
cana-2588	389	29	"	"	PUNCT
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cana-2588	389	31	transactions	transaction	NOUN
cana-2588	389	32	on	on	ADP
cana-2588	389	33	artificial	artificial	ADJ
cana-2588	389	34	intelligence	intelligence	NOUN
cana-2588	389	35	,	,	PUNCT
cana-2588	389	36	vol	vol	NOUN
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cana-2588	389	38	4	4	NUM
cana-2588	389	39	,	,	PUNCT
cana-2588	389	40	no	no	INTJ
cana-2588	389	41	.	.	NOUN
cana-2588	389	42	2	2	NUM
cana-2588	389	43	,	,	PUNCT
cana-2588	389	44	pp	pp	ADJ
cana-2588	389	45	.	.	PUNCT
cana-2588	389	46	320	320	NUM
cana-2588	389	47	-	-	SYM
cana-2588	389	48	334	334	NUM
cana-2588	389	49	,	,	PUNCT
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cana-2588	389	51	.	.	PROPN
cana-2588	389	52	2023	2023	NUM
cana-2588	389	53	.	.	PUNCT
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cana-2588	390	2	15	15	NUM
cana-2588	390	3	]	]	X
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cana-2588	390	14	"	"	PUNCT
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cana-2588	390	16	-	-	PUNCT
cana-2588	390	17	based	base	VERB
cana-2588	390	18	iot	iot	NOUN
cana-2588	390	19	platforms	platform	NOUN
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cana-2588	390	22	agriculture	agriculture	NOUN
cana-2588	390	23	:	:	PUNCT
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cana-2588	390	25	nutrient	nutrient	NOUN
cana-2588	390	26	data	datum	NOUN
cana-2588	390	27	collection	collection	NOUN
cana-2588	390	28	and	and	CCONJ
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cana-2588	390	30	,	,	PUNCT
cana-2588	390	31	"	"	PUNCT
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cana-2588	390	42	4	4	NUM
cana-2588	390	43	,	,	PUNCT
cana-2588	390	44	pp	pp	ADJ
cana-2588	390	45	.	.	PUNCT
cana-2588	391	1	45	45	NUM
cana-2588	391	2	-	-	SYM
cana-2588	391	3	59	59	NUM
cana-2588	391	4	,	,	PUNCT
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cana-2588	392	3	]	]	PUNCT
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cana-2588	392	14	"	"	PUNCT
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cana-2588	392	16	-	-	PUNCT
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cana-2588	392	18	smart	smart	ADJ
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cana-2588	392	20	for	for	ADP
cana-2588	392	21	real	real	ADJ
cana-2588	392	22	-	-	PUNCT
cana-2588	392	23	time	time	NOUN
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cana-2588	392	29	delivery	delivery	NOUN
cana-2588	392	30	,	,	PUNCT
cana-2588	392	31	"	"	PUNCT
cana-2588	392	32	ieee	ieee	NOUN
cana-2588	392	33	transactions	transaction	NOUN
cana-2588	392	34	on	on	ADP
cana-2588	392	35	green	green	ADJ
cana-2588	392	36	communications	communication	NOUN
cana-2588	392	37	and	and	CCONJ
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cana-2588	392	39	,	,	PUNCT
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cana-2588	392	45	.	.	NOUN
cana-2588	392	46	4	4	NUM
cana-2588	392	47	,	,	PUNCT
cana-2588	392	48	pp	pp	ADJ
cana-2588	392	49	.	.	PUNCT
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cana-2588	393	2	-	-	SYM
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cana-2588	393	7	2023	2023	NUM
cana-2588	393	8	.	.	PUNCT
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cana-2588	394	2	17	17	NUM
cana-2588	394	3	]	]	PUNCT
cana-2588	394	4	t.	t.	PROPN
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cana-2588	394	14	"	"	PUNCT
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cana-2588	394	16	-	-	PUNCT
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cana-2588	394	19	systems	system	NOUN
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cana-2588	394	27	,	,	PUNCT
cana-2588	394	28	"	"	PUNCT
cana-2588	394	29	ieee	ieee	NOUN
cana-2588	394	30	transactions	transaction	NOUN
cana-2588	394	31	on	on	ADP
cana-2588	394	32	artificial	artificial	ADJ
cana-2588	394	33	intelligence	intelligence	NOUN
cana-2588	394	34	,	,	PUNCT
cana-2588	394	35	vol	vol	NOUN
cana-2588	394	36	.	.	PROPN
cana-2588	394	37	4	4	NUM
cana-2588	394	38	,	,	PUNCT
cana-2588	394	39	no	no	INTJ
cana-2588	394	40	.	.	NOUN
cana-2588	394	41	3	3	NUM
cana-2588	394	42	,	,	PUNCT
cana-2588	394	43	pp	pp	ADJ
cana-2588	394	44	.	.	PUNCT
cana-2588	395	1	145	145	NUM
cana-2588	395	2	-	-	SYM
cana-2588	395	3	158	158	NUM
cana-2588	395	4	,	,	PUNCT
cana-2588	395	5	oct	oct	PROPN
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cana-2588	395	8	.	.	PUNCT
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cana-2588	396	6	,	,	PUNCT
cana-2588	396	7	y.	y.	PROPN
cana-2588	396	8	choi	choi	PROPN
cana-2588	396	9	,	,	PUNCT
cana-2588	396	10	and	and	CCONJ
cana-2588	396	11	h.	h.	PROPN
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cana-2588	396	13	,	,	PUNCT
cana-2588	396	14	"	"	PUNCT
cana-2588	396	15	iot	iot	ADJ
cana-2588	396	16	-	-	PUNCT
cana-2588	396	17	based	base	VERB
cana-2588	396	18	framework	framework	NOUN
cana-2588	396	19	for	for	ADP
cana-2588	396	20	soil	soil	NOUN
cana-2588	396	21	health	health	NOUN
cana-2588	396	22	monitoring	monitoring	NOUN
cana-2588	396	23	in	in	ADP
cana-2588	396	24	urban	urban	ADJ
cana-2588	396	25	farming	farming	NOUN
cana-2588	396	26	environments	environment	NOUN
cana-2588	396	27	,	,	PUNCT
cana-2588	396	28	"	"	PUNCT
cana-2588	396	29	ieee	ieee	NOUN
cana-2588	396	30	internet	internet	NOUN
cana-2588	396	31	of	of	ADP
cana-2588	396	32	things	thing	NOUN
cana-2588	396	33	journal	journal	NOUN
cana-2588	396	34	,	,	PUNCT
cana-2588	396	35	vol	vol	NOUN
cana-2588	396	36	.	.	PROPN
cana-2588	396	37	11	11	NUM
cana-2588	396	38	,	,	PUNCT
cana-2588	396	39	no	no	INTJ
cana-2588	396	40	.	.	NOUN
cana-2588	396	41	4	4	NUM
cana-2588	396	42	,	,	PUNCT
cana-2588	396	43	pp	pp	ADJ
cana-2588	396	44	.	.	PUNCT
cana-2588	396	45	354	354	NUM
cana-2588	396	46	-	-	SYM
cana-2588	396	47	367	367	NUM
cana-2588	396	48	,	,	PUNCT
cana-2588	396	49	oct	oct	PROPN
cana-2588	396	50	.	.	PROPN
cana-2588	396	51	2023	2023	NUM
cana-2588	396	52	.	.	PUNCT