id	sid	tid	token	lemma	pos
brj-23426	1	1	peer	peer	NOUN
brj-23426	1	2	-	-	PUNCT
brj-23426	1	3	review	review	NOUN
brj-23426	1	4	article	article	NOUN
brj-23426	1	5	peer	peer	NOUN
brj-23426	1	6	-	-	PUNCT
brj-23426	1	7	reviewed	review	VERB
brj-23426	1	8	article	article	NOUN
brj-23426	1	9	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	1	10	liang	liang	PROPN
brj-23426	1	11	et	et	PROPN
brj-23426	1	12	al	al	PROPN
brj-23426	1	13	.	.	PROPN
brj-23426	2	1	(	(	PUNCT
brj-23426	2	2	2024	2024	NUM
brj-23426	2	3	)	)	PUNCT
brj-23426	2	4	.	.	PUNCT
brj-23426	3	1	“	"	PUNCT
brj-23426	3	2	maize	maize	VERB
brj-23426	3	3	growth	growth	NOUN
brj-23426	3	4	tracking	tracking	NOUN
brj-23426	3	5	,	,	PUNCT
brj-23426	3	6	”	"	PUNCT
brj-23426	3	7	bioresources	bioresource	NOUN
brj-23426	3	8	19(3	19(3	NUM
brj-23426	3	9	)	)	PUNCT
brj-23426	3	10	,	,	PUNCT
brj-23426	3	11	5450	5450	NUM
brj-23426	3	12	-	-	SYM
brj-23426	3	13	5466	5466	NUM
brj-23426	3	14	.	.	PUNCT
brj-23426	4	1	5449	5449	NUM
brj-23426	4	2	maize	maize	NOUN
brj-23426	4	3	plant	plant	NOUN
brj-23426	4	4	growth	growth	NOUN
brj-23426	4	5	period	period	NOUN
brj-23426	4	6	identification	identification	NOUN
brj-23426	4	7	based	base	VERB
brj-23426	4	8	on	on	ADP
brj-23426	4	9	mobilenet	mobilenet	NOUN
brj-23426	4	10	and	and	CCONJ
brj-23426	4	11	design	design	NOUN
brj-23426	4	12	of	of	ADP
brj-23426	4	13	growth	growth	NOUN
brj-23426	4	14	control	control	NOUN
brj-23426	4	15	system	system	NOUN
brj-23426	4	16	qiuyan	qiuyan	PROPN
brj-23426	4	17	liang	liang	PROPN
brj-23426	4	18	,	,	PUNCT
brj-23426	4	19	a	a	DET
brj-23426	4	20	xiaoling	xiaoling	PROPN
brj-23426	4	21	zhang	zhang	PROPN
brj-23426	4	22	,	,	PUNCT
brj-23426	4	23	a	a	DET
brj-23426	4	24	yiyuan	yiyuan	PROPN
brj-23426	4	25	ge	ge	PROPN
brj-23426	4	26	,	,	PUNCT
brj-23426	4	27	a	a	PRON
brj-23426	4	28	,	,	PUNCT
brj-23426	4	29	*	*	PUNCT
brj-23426	4	30	tianyue	tianyue	PROPN
brj-23426	4	31	jiang	jiang	PROPN
brj-23426	4	32	,	,	PUNCT
brj-23426	4	33	b	b	PROPN
brj-23426	4	34	and	and	CCONJ
brj-23426	4	35	zihan	zihan	PROPN
brj-23426	4	36	zhao	zhao	PROPN
brj-23426	4	37	a	a	DET
brj-23426	4	38	*	*	PUNCT
brj-23426	4	39	corresponding	correspond	VERB
brj-23426	4	40	author	author	NOUN
brj-23426	4	41	:	:	PUNCT
brj-23426	4	42	yiyuan	yiyuan	PROPN
brj-23426	4	43	ge	ge	PROPN
brj-23426	4	44	(	(	PUNCT
brj-23426	4	45	geyiyuan@qq.com	geyiyuan@qq.com	PROPN
brj-23426	4	46	)	)	PUNCT
brj-23426	4	47	doi	doi	NOUN
brj-23426	4	48	:	:	PUNCT
brj-23426	4	49	10.15376	10.15376	NUM
brj-23426	4	50	/	/	SYM
brj-23426	4	51	biores.19.3.5450	biores.19.3.5450	PROPN
brj-23426	4	52	-	-	SYM
brj-23426	4	53	5466	5466	NUM
brj-23426	4	54	graphical	graphical	ADJ
brj-23426	4	55	abstract	abstract	ADJ
brj-23426	4	56	peer	peer	NOUN
brj-23426	4	57	-	-	PUNCT
brj-23426	4	58	reviewed	review	VERB
brj-23426	4	59	article	article	NOUN
brj-23426	4	60	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	4	61	liang	liang	PROPN
brj-23426	4	62	et	et	PROPN
brj-23426	4	63	al	al	PROPN
brj-23426	4	64	.	.	PROPN
brj-23426	5	1	(	(	PUNCT
brj-23426	5	2	2024	2024	NUM
brj-23426	5	3	)	)	PUNCT
brj-23426	5	4	.	.	PUNCT
brj-23426	6	1	“	"	PUNCT
brj-23426	6	2	maize	maize	VERB
brj-23426	6	3	growth	growth	NOUN
brj-23426	6	4	tracking	tracking	NOUN
brj-23426	6	5	,	,	PUNCT
brj-23426	6	6	”	"	PUNCT
brj-23426	6	7	bioresources	bioresource	NOUN
brj-23426	6	8	19(3	19(3	NUM
brj-23426	6	9	)	)	PUNCT
brj-23426	6	10	,	,	PUNCT
brj-23426	6	11	5450	5450	NUM
brj-23426	6	12	-	-	SYM
brj-23426	6	13	5466	5466	NUM
brj-23426	6	14	.	.	PUNCT
brj-23426	7	1	5450	5450	NUM
brj-23426	7	2	maize	maize	NOUN
brj-23426	7	3	plant	plant	NOUN
brj-23426	7	4	growth	growth	NOUN
brj-23426	7	5	period	period	NOUN
brj-23426	7	6	identification	identification	NOUN
brj-23426	7	7	based	base	VERB
brj-23426	7	8	on	on	ADP
brj-23426	7	9	mobilenet	mobilenet	NOUN
brj-23426	7	10	and	and	CCONJ
brj-23426	7	11	design	design	NOUN
brj-23426	7	12	of	of	ADP
brj-23426	7	13	growth	growth	NOUN
brj-23426	7	14	control	control	NOUN
brj-23426	7	15	system	system	NOUN
brj-23426	7	16	qiuyan	qiuyan	PROPN
brj-23426	7	17	liang	liang	PROPN
brj-23426	7	18	,	,	PUNCT
brj-23426	7	19	a	a	DET
brj-23426	7	20	xiaoling	xiaoling	PROPN
brj-23426	7	21	zhang	zhang	PROPN
brj-23426	7	22	,	,	PUNCT
brj-23426	7	23	a	a	DET
brj-23426	7	24	yiyuan	yiyuan	PROPN
brj-23426	7	25	ge	ge	PROPN
brj-23426	7	26	,	,	PUNCT
brj-23426	7	27	a	a	PRON
brj-23426	7	28	,	,	PUNCT
brj-23426	7	29	*	*	PUNCT
brj-23426	7	30	tianyue	tianyue	PROPN
brj-23426	7	31	jiang	jiang	PROPN
brj-23426	7	32	,	,	PUNCT
brj-23426	7	33	b	b	PROPN
brj-23426	7	34	and	and	CCONJ
brj-23426	7	35	zihan	zihan	PROPN
brj-23426	7	36	zhao	zhao	PROPN
brj-23426	7	37	a	a	PRON
brj-23426	7	38	to	to	PART
brj-23426	7	39	address	address	VERB
brj-23426	7	40	the	the	DET
brj-23426	7	41	current	current	ADJ
brj-23426	7	42	inefficiencies	inefficiency	NOUN
brj-23426	7	43	and	and	CCONJ
brj-23426	7	44	subjective	subjective	ADJ
brj-23426	7	45	nature	nature	NOUN
brj-23426	7	46	of	of	ADP
brj-23426	7	47	manual	manual	ADJ
brj-23426	7	48	observation	observation	NOUN
brj-23426	7	49	in	in	ADP
brj-23426	7	50	maize	maize	NOUN
brj-23426	7	51	cultivation	cultivation	NOUN
brj-23426	7	52	,	,	PUNCT
brj-23426	7	53	with	with	ADP
brj-23426	7	54	the	the	DET
brj-23426	7	55	aim	aim	NOUN
brj-23426	7	56	of	of	ADP
brj-23426	7	57	achieving	achieve	VERB
brj-23426	7	58	high	high	ADJ
brj-23426	7	59	efficiency	efficiency	NOUN
brj-23426	7	60	and	and	CCONJ
brj-23426	7	61	productivity	productivity	NOUN
brj-23426	7	62	,	,	PUNCT
brj-23426	7	63	this	this	DET
brj-23426	7	64	study	study	NOUN
brj-23426	7	65	focused	focus	VERB
brj-23426	7	66	on	on	ADP
brj-23426	7	67	the	the	DET
brj-23426	7	68	demaya	demaya	NOUN
brj-23426	7	69	d3	d3	PROPN
brj-23426	7	70	maize	maize	PROPN
brj-23426	7	71	variety	variety	NOUN
brj-23426	7	72	.	.	PUNCT
brj-23426	8	1	it	it	PRON
brj-23426	8	2	proposes	propose	VERB
brj-23426	8	3	a	a	DET
brj-23426	8	4	maize	maize	NOUN
brj-23426	8	5	growth	growth	NOUN
brj-23426	8	6	stage	stage	NOUN
brj-23426	8	7	recognition	recognition	NOUN
brj-23426	8	8	method	method	NOUN
brj-23426	8	9	based	base	VERB
brj-23426	8	10	on	on	ADP
brj-23426	8	11	the	the	DET
brj-23426	8	12	mobilenet	mobilenet	NOUN
brj-23426	8	13	model	model	NOUN
brj-23426	8	14	,	,	PUNCT
brj-23426	8	15	which	which	PRON
brj-23426	8	16	is	be	AUX
brj-23426	8	17	a	a	DET
brj-23426	8	18	lightweight	lightweight	ADJ
brj-23426	8	19	convolutional	convolutional	ADJ
brj-23426	8	20	neural	neural	ADJ
brj-23426	8	21	network	network	NOUN
brj-23426	8	22	architecture	architecture	NOUN
brj-23426	8	23	.	.	PUNCT
brj-23426	9	1	the	the	DET
brj-23426	9	2	method	method	NOUN
brj-23426	9	3	was	be	AUX
brj-23426	9	4	tested	test	VERB
brj-23426	9	5	and	and	CCONJ
brj-23426	9	6	achieved	achieve	VERB
brj-23426	9	7	recognition	recognition	NOUN
brj-23426	9	8	accuracies	accuracy	NOUN
brj-23426	9	9	of	of	ADP
brj-23426	9	10	0.98	0.98	NUM
brj-23426	9	11	,	,	PUNCT
brj-23426	9	12	0.96	0.96	NUM
brj-23426	9	13	,	,	PUNCT
brj-23426	9	14	0.92	0.92	NUM
brj-23426	9	15	,	,	PUNCT
brj-23426	9	16	0.85	0.85	NUM
brj-23426	9	17	,	,	PUNCT
brj-23426	9	18	and	and	CCONJ
brj-23426	9	19	0.97	0.97	NUM
brj-23426	9	20	for	for	ADP
brj-23426	9	21	different	different	ADJ
brj-23426	9	22	growth	growth	NOUN
brj-23426	9	23	stages	stage	NOUN
brj-23426	9	24	,	,	PUNCT
brj-23426	9	25	respectively	respectively	ADV
brj-23426	9	26	.	.	PUNCT
brj-23426	10	1	additionally	additionally	ADV
brj-23426	10	2	,	,	PUNCT
brj-23426	10	3	a	a	DET
brj-23426	10	4	maize	maize	NOUN
brj-23426	10	5	growth	growth	NOUN
brj-23426	10	6	prediction	prediction	NOUN
brj-23426	10	7	model	model	NOUN
brj-23426	10	8	was	be	AUX
brj-23426	10	9	developed	develop	VERB
brj-23426	10	10	.	.	PUNCT
brj-23426	11	1	based	base	VERB
brj-23426	11	2	on	on	ADP
brj-23426	11	3	data	datum	NOUN
brj-23426	11	4	collected	collect	VERB
brj-23426	11	5	from	from	ADP
brj-23426	11	6	experimental	experimental	ADJ
brj-23426	11	7	plots	plot	NOUN
brj-23426	11	8	regarding	regard	VERB
brj-23426	11	9	maize	maize	NOUN
brj-23426	11	10	plant	plant	NOUN
brj-23426	11	11	height	height	NOUN
brj-23426	11	12	and	and	CCONJ
brj-23426	11	13	stem	stem	NOUN
brj-23426	11	14	diameter	diameter	NOUN
brj-23426	11	15	,	,	PUNCT
brj-23426	11	16	the	the	DET
brj-23426	11	17	prophet	prophet	NOUN
brj-23426	11	18	model	model	NOUN
brj-23426	11	19	and	and	CCONJ
brj-23426	11	20	an	an	DET
brj-23426	11	21	optimized	optimize	VERB
brj-23426	11	22	version	version	NOUN
brj-23426	11	23	of	of	ADP
brj-23426	11	24	the	the	DET
brj-23426	11	25	prophet	prophet	NOUN
brj-23426	11	26	model	model	NOUN
brj-23426	11	27	were	be	AUX
brj-23426	11	28	used	use	VERB
brj-23426	11	29	to	to	PART
brj-23426	11	30	forecast	forecast	VERB
brj-23426	11	31	maize	maize	NOUN
brj-23426	11	32	growth	growth	NOUN
brj-23426	11	33	trends	trend	NOUN
brj-23426	11	34	.	.	PUNCT
brj-23426	12	1	the	the	DET
brj-23426	12	2	prophet	prophet	NOUN
brj-23426	12	3	model	model	NOUN
brj-23426	12	4	is	be	AUX
brj-23426	12	5	an	an	DET
brj-23426	12	6	open	open	ADJ
brj-23426	12	7	-	-	PUNCT
brj-23426	12	8	source	source	NOUN
brj-23426	12	9	tool	tool	NOUN
brj-23426	12	10	for	for	ADP
brj-23426	12	11	time	time	NOUN
brj-23426	12	12	series	series	PROPN
brj-23426	12	13	forecasting	forecasting	PROPN
brj-23426	12	14	.	.	PUNCT
brj-23426	13	1	comparative	comparative	ADJ
brj-23426	13	2	analysis	analysis	NOUN
brj-23426	13	3	was	be	AUX
brj-23426	13	4	conducted	conduct	VERB
brj-23426	13	5	between	between	ADP
brj-23426	13	6	the	the	DET
brj-23426	13	7	predictions	prediction	NOUN
brj-23426	13	8	of	of	ADP
brj-23426	13	9	the	the	DET
brj-23426	13	10	original	original	ADJ
brj-23426	13	11	prophet	prophet	NOUN
brj-23426	13	12	model	model	NOUN
brj-23426	13	13	and	and	CCONJ
brj-23426	13	14	the	the	DET
brj-23426	13	15	optimized	optimize	VERB
brj-23426	13	16	version	version	NOUN
brj-23426	13	17	.	.	PUNCT
brj-23426	14	1	the	the	DET
brj-23426	14	2	relative	relative	ADJ
brj-23426	14	3	errors	error	NOUN
brj-23426	14	4	of	of	ADP
brj-23426	14	5	the	the	DET
brj-23426	14	6	prophet	prophet	NOUN
brj-23426	14	7	model	model	NOUN
brj-23426	14	8	predictions	prediction	NOUN
brj-23426	14	9	were	be	AUX
brj-23426	14	10	0.85	0.85	NUM
brj-23426	14	11	%	%	NOUN
brj-23426	14	12	,	,	PUNCT
brj-23426	14	13	2.11	2.11	NUM
brj-23426	14	14	%	%	NOUN
brj-23426	14	15	,	,	PUNCT
brj-23426	14	16	and	and	CCONJ
brj-23426	14	17	0.79	0.79	NUM
brj-23426	14	18	%	%	NOUN
brj-23426	14	19	,	,	PUNCT
brj-23426	14	20	while	while	SCONJ
brj-23426	14	21	those	those	PRON
brj-23426	14	22	of	of	ADP
brj-23426	14	23	the	the	DET
brj-23426	14	24	optimized	optimize	VERB
brj-23426	14	25	prophet	prophet	NOUN
brj-23426	14	26	model	model	NOUN
brj-23426	14	27	were	be	AUX
brj-23426	14	28	0.76	0.76	NUM
brj-23426	14	29	%	%	NOUN
brj-23426	14	30	,	,	PUNCT
brj-23426	14	31	0.47	0.47	NUM
brj-23426	14	32	%	%	NOUN
brj-23426	14	33	,	,	PUNCT
brj-23426	14	34	and	and	CCONJ
brj-23426	14	35	0.71	0.71	NUM
brj-23426	14	36	%	%	NOUN
brj-23426	14	37	.	.	PUNCT
brj-23426	15	1	compared	compare	VERB
brj-23426	15	2	to	to	ADP
brj-23426	15	3	the	the	DET
brj-23426	15	4	prophet	prophet	NOUN
brj-23426	15	5	model	model	NOUN
brj-23426	15	6	,	,	PUNCT
brj-23426	15	7	the	the	DET
brj-23426	15	8	optimized	optimize	VERB
brj-23426	15	9	model	model	NOUN
brj-23426	15	10	reduced	reduce	VERB
brj-23426	15	11	errors	error	NOUN
brj-23426	15	12	by	by	ADP
brj-23426	15	13	0.09	0.09	NUM
brj-23426	15	14	%	%	NOUN
brj-23426	15	15	,	,	PUNCT
brj-23426	15	16	1.64	1.64	NUM
brj-23426	15	17	%	%	NOUN
brj-23426	15	18	,	,	PUNCT
brj-23426	15	19	and	and	CCONJ
brj-23426	15	20	0.08	0.08	NUM
brj-23426	15	21	%	%	NOUN
brj-23426	15	22	,	,	PUNCT
brj-23426	15	23	respectively	respectively	ADV
brj-23426	15	24	.	.	PUNCT
brj-23426	16	1	the	the	DET
brj-23426	16	2	maize	maize	NOUN
brj-23426	16	3	plant	plant	NOUN
brj-23426	16	4	growth	growth	NOUN
brj-23426	16	5	control	control	NOUN
brj-23426	16	6	system	system	NOUN
brj-23426	16	7	was	be	AUX
brj-23426	16	8	designed	design	VERB
brj-23426	16	9	to	to	PART
brj-23426	16	10	obtain	obtain	VERB
brj-23426	16	11	the	the	DET
brj-23426	16	12	information	information	NOUN
brj-23426	16	13	through	through	ADP
brj-23426	16	14	the	the	DET
brj-23426	16	15	collection	collection	NOUN
brj-23426	16	16	layer	layer	NOUN
brj-23426	16	17	.	.	PUNCT
brj-23426	17	1	the	the	DET
brj-23426	17	2	decision	decision	NOUN
brj-23426	17	3	-	-	PUNCT
brj-23426	17	4	making	make	VERB
brj-23426	17	5	layer	layer	NOUN
brj-23426	17	6	judged	judge	VERB
brj-23426	17	7	the	the	DET
brj-23426	17	8	soil	soil	NOUN
brj-23426	17	9	nutrient	nutrient	NOUN
brj-23426	17	10	absorption	absorption	NOUN
brj-23426	17	11	and	and	CCONJ
brj-23426	17	12	growth	growth	NOUN
brj-23426	17	13	status	status	NOUN
brj-23426	17	14	.	.	PUNCT
brj-23426	18	1	finally	finally	ADV
brj-23426	18	2	,	,	PUNCT
brj-23426	18	3	the	the	DET
brj-23426	18	4	management	management	NOUN
brj-23426	18	5	layer	layer	NOUN
brj-23426	18	6	controlled	control	VERB
brj-23426	18	7	water	water	NOUN
brj-23426	18	8	and	and	CCONJ
brj-23426	18	9	fertilizer	fertilizer	NOUN
brj-23426	18	10	.	.	PUNCT
brj-23426	19	1	doi	doi	NOUN
brj-23426	19	2	:	:	PUNCT
brj-23426	19	3	10.15376	10.15376	NUM
brj-23426	19	4	/	/	SYM
brj-23426	19	5	biores.19.3.5450	biores.19.3.5450	PROPN
brj-23426	19	6	-	-	SYM
brj-23426	19	7	5466	5466	NUM
brj-23426	19	8	keywords	keyword	NOUN
brj-23426	19	9	:	:	PUNCT
brj-23426	19	10	mobilenet	mobilenet	NOUN
brj-23426	19	11	;	;	PUNCT
brj-23426	19	12	maize	maize	NOUN
brj-23426	19	13	plant	plant	NOUN
brj-23426	19	14	;	;	PUNCT
brj-23426	19	15	growth	growth	NOUN
brj-23426	19	16	period	period	NOUN
brj-23426	19	17	identification	identification	NOUN
brj-23426	19	18	;	;	PUNCT
brj-23426	19	19	control	control	NOUN
brj-23426	19	20	system	system	NOUN
brj-23426	19	21	contact	contact	NOUN
brj-23426	19	22	information	information	NOUN
brj-23426	19	23	:	:	PUNCT
brj-23426	19	24	a	a	X
brj-23426	19	25	:	:	PUNCT
brj-23426	19	26	college	college	NOUN
brj-23426	19	27	of	of	ADP
brj-23426	19	28	mechanical	mechanical	ADJ
brj-23426	19	29	engineering	engineering	NOUN
brj-23426	19	30	jiamusiuniversity	jiamusiuniversity	NOUN
brj-23426	19	31	,	,	PUNCT
brj-23426	19	32	jiamusi	jiamusi	PROPN
brj-23426	19	33	154007	154007	NUM
brj-23426	19	34	,	,	PUNCT
brj-23426	19	35	china	china	PROPN
brj-23426	19	36	;	;	PUNCT
brj-23426	19	37	b	b	X
brj-23426	19	38	:	:	PUNCT
brj-23426	19	39	college	college	NOUN
brj-23426	19	40	of	of	ADP
brj-23426	19	41	information	information	NOUN
brj-23426	19	42	and	and	CCONJ
brj-23426	19	43	electronics	electronic	NOUN
brj-23426	19	44	technology	technology	NOUN
brj-23426	19	45	,	,	PUNCT
brj-23426	19	46	jiamusi	jiamusi	PROPN
brj-23426	19	47	university	university	PROPN
brj-23426	19	48	,	,	PUNCT
brj-23426	19	49	jiamusi	jiamusi	PROPN
brj-23426	19	50	154007	154007	NUM
brj-23426	19	51	,	,	PUNCT
brj-23426	19	52	china	china	PROPN
brj-23426	19	53	;	;	PUNCT
brj-23426	19	54	*	*	PUNCT
brj-23426	19	55	corresponding	correspond	VERB
brj-23426	19	56	author	author	NOUN
brj-23426	19	57	:	:	PUNCT
brj-23426	19	58	yiyuan	yiyuan	PROPN
brj-23426	19	59	ge	ge	PROPN
brj-23426	19	60	(	(	PUNCT
brj-23426	19	61	geyiyuan@qq.com	geyiyuan@qq.com	PROPN
brj-23426	19	62	)	)	PUNCT
brj-23426	19	63	introduction	introduction	NOUN
brj-23426	19	64	as	as	ADP
brj-23426	19	65	one	one	NUM
brj-23426	19	66	of	of	ADP
brj-23426	19	67	the	the	DET
brj-23426	19	68	three	three	NUM
brj-23426	19	69	major	major	ADJ
brj-23426	19	70	crops	crop	NOUN
brj-23426	19	71	in	in	ADP
brj-23426	19	72	china	china	PROPN
brj-23426	19	73	,	,	PUNCT
brj-23426	19	74	maize	maize	PROPN
brj-23426	19	75	is	be	AUX
brj-23426	19	76	an	an	DET
brj-23426	19	77	important	important	ADJ
brj-23426	19	78	food	food	NOUN
brj-23426	19	79	crop	crop	NOUN
brj-23426	19	80	and	and	CCONJ
brj-23426	19	81	industrial	industrial	ADJ
brj-23426	19	82	raw	raw	ADJ
brj-23426	19	83	material	material	NOUN
brj-23426	19	84	(	(	PUNCT
brj-23426	19	85	liu	liu	PROPN
brj-23426	19	86	et	et	PROPN
brj-23426	19	87	al	al	PROPN
brj-23426	19	88	.	.	PROPN
brj-23426	19	89	2021	2021	NUM
brj-23426	19	90	)	)	PUNCT
brj-23426	19	91	.	.	PUNCT
brj-23426	20	1	traditional	traditional	ADJ
brj-23426	20	2	crop	crop	NOUN
brj-23426	20	3	growth	growth	NOUN
brj-23426	20	4	cycle	cycle	NOUN
brj-23426	20	5	identification	identification	NOUN
brj-23426	20	6	has	have	AUX
brj-23426	20	7	been	be	AUX
brj-23426	20	8	mainly	mainly	ADV
brj-23426	20	9	based	base	VERB
brj-23426	20	10	on	on	ADP
brj-23426	20	11	manual	manual	ADJ
brj-23426	20	12	field	field	NOUN
brj-23426	20	13	observation	observation	NOUN
brj-23426	20	14	and	and	CCONJ
brj-23426	20	15	drawing	draw	VERB
brj-23426	20	16	on	on	ADP
brj-23426	20	17	historical	historical	ADJ
brj-23426	20	18	experience	experience	NOUN
brj-23426	20	19	.	.	PUNCT
brj-23426	21	1	for	for	ADP
brj-23426	21	2	example	example	NOUN
brj-23426	21	3	,	,	PUNCT
brj-23426	21	4	the	the	DET
brj-23426	21	5	seedling	seedling	NOUN
brj-23426	21	6	stage	stage	NOUN
brj-23426	21	7	is	be	AUX
brj-23426	21	8	centered	center	VERB
brj-23426	21	9	on	on	ADP
brj-23426	21	10	nutrient	nutrient	ADJ
brj-23426	21	11	growth	growth	NOUN
brj-23426	21	12	.	.	PUNCT
brj-23426	22	1	the	the	DET
brj-23426	22	2	above	above	ADP
brj-23426	22	3	-	-	PUNCT
brj-23426	22	4	ground	ground	NOUN
brj-23426	22	5	part	part	NOUN
brj-23426	22	6	of	of	ADP
brj-23426	22	7	the	the	DET
brj-23426	22	8	plant	plant	NOUN
brj-23426	22	9	,	,	PUNCT
brj-23426	22	10	leaves	leave	NOUN
brj-23426	22	11	and	and	CCONJ
brj-23426	22	12	stems	stem	NOUN
brj-23426	22	13	,	,	PUNCT
brj-23426	22	14	grow	grow	VERB
brj-23426	22	15	slowly	slowly	ADV
brj-23426	22	16	,	,	PUNCT
brj-23426	22	17	about	about	ADV
brj-23426	22	18	2	2	NUM
brj-23426	22	19	cm	cm	NOUN
brj-23426	22	20	,	,	PUNCT
brj-23426	22	21	and	and	CCONJ
brj-23426	22	22	is	be	AUX
brj-23426	22	23	impacted	impact	VERB
brj-23426	22	24	by	by	ADP
brj-23426	22	25	seedling	seedle	VERB
brj-23426	22	26	air	air	NOUN
brj-23426	22	27	permeability	permeability	NOUN
brj-23426	22	28	and	and	CCONJ
brj-23426	22	29	light	light	ADJ
brj-23426	22	30	transmission	transmission	NOUN
brj-23426	22	31	(	(	PUNCT
brj-23426	22	32	chen	chen	PROPN
brj-23426	22	33	et	et	PROPN
brj-23426	22	34	al	al	PROPN
brj-23426	22	35	.	.	PROPN
brj-23426	22	36	2021	2021	NUM
brj-23426	22	37	)	)	PUNCT
brj-23426	22	38	.	.	PUNCT
brj-23426	23	1	the	the	DET
brj-23426	23	2	nodulation	nodulation	NOUN
brj-23426	23	3	stage	stage	NOUN
brj-23426	23	4	is	be	AUX
brj-23426	23	5	around	around	ADV
brj-23426	23	6	7	7	NUM
brj-23426	23	7	to	to	PART
brj-23426	23	8	9	9	NUM
brj-23426	23	9	leaves	leave	NOUN
brj-23426	23	10	and	and	CCONJ
brj-23426	23	11	focuses	focus	VERB
brj-23426	23	12	on	on	ADP
brj-23426	23	13	water	water	NOUN
brj-23426	23	14	and	and	CCONJ
brj-23426	23	15	nutrient	nutrient	NOUN
brj-23426	23	16	supplementation	supplementation	NOUN
brj-23426	23	17	(	(	PUNCT
brj-23426	23	18	huang	huang	PROPN
brj-23426	23	19	2023	2023	NUM
brj-23426	23	20	)	)	PUNCT
brj-23426	23	21	.	.	PUNCT
brj-23426	24	1	the	the	DET
brj-23426	24	2	stemming	stem	VERB
brj-23426	24	3	period	period	NOUN
brj-23426	24	4	involves	involve	VERB
brj-23426	24	5	the	the	DET
brj-23426	24	6	conversion	conversion	NOUN
brj-23426	24	7	from	from	ADP
brj-23426	24	8	nutrient	nutrient	ADJ
brj-23426	24	9	growth	growth	NOUN
brj-23426	24	10	to	to	ADP
brj-23426	24	11	reproductive	reproductive	ADJ
brj-23426	24	12	growth	growth	NOUN
brj-23426	24	13	.	.	PUNCT
brj-23426	25	1	female	female	ADJ
brj-23426	25	2	ear	ear	NOUN
brj-23426	25	3	development	development	NOUN
brj-23426	25	4	is	be	AUX
brj-23426	25	5	dominant	dominant	ADJ
brj-23426	25	6	,	,	PUNCT
brj-23426	25	7	and	and	CCONJ
brj-23426	25	8	the	the	DET
brj-23426	25	9	morphological	morphological	ADJ
brj-23426	25	10	characteristics	characteristic	NOUN
brj-23426	25	11	of	of	ADP
brj-23426	25	12	the	the	DET
brj-23426	25	13	period	period	NOUN
brj-23426	25	14	show	show	VERB
brj-23426	25	15	that	that	SCONJ
brj-23426	25	16	the	the	DET
brj-23426	25	17	top	top	ADJ
brj-23426	25	18	male	male	ADJ
brj-23426	25	19	ears	ear	NOUN
brj-23426	25	20	are	be	AUX
brj-23426	25	21	exposed	expose	VERB
brj-23426	25	22	from	from	ADP
brj-23426	25	23	the	the	DET
brj-23426	25	24	leaf	leaf	NOUN
brj-23426	25	25	sheaths	sheath	NOUN
brj-23426	25	26	,	,	PUNCT
brj-23426	25	27	focusing	focus	VERB
brj-23426	25	28	on	on	ADP
brj-23426	25	29	the	the	DET
brj-23426	25	30	reasonable	reasonable	ADJ
brj-23426	25	31	control	control	NOUN
brj-23426	25	32	of	of	ADP
brj-23426	25	33	exuberance	exuberance	NOUN
brj-23426	25	34	(	(	PUNCT
brj-23426	25	35	gu	gu	NOUN
brj-23426	25	36	et	et	NOUN
brj-23426	25	37	al	al	PROPN
brj-23426	25	38	.	.	PROPN
brj-23426	25	39	2023	2023	NUM
brj-23426	25	40	)	)	PUNCT
brj-23426	25	41	.	.	PUNCT
brj-23426	26	1	the	the	DET
brj-23426	26	2	external	external	ADJ
brj-23426	26	3	characteristics	characteristic	NOUN
brj-23426	26	4	of	of	ADP
brj-23426	26	5	the	the	DET
brj-23426	26	6	milk	milk	NOUN
brj-23426	26	7	ripening	ripening	NOUN
brj-23426	26	8	period	period	NOUN
brj-23426	26	9	are	be	AUX
brj-23426	26	10	the	the	DET
brj-23426	26	11	bottom	bottom	NOUN
brj-23426	26	12	of	of	ADP
brj-23426	26	13	the	the	DET
brj-23426	26	14	maize	maize	NOUN
brj-23426	26	15	plant	plant	NOUN
brj-23426	26	16	flowering	flowering	NOUN
brj-23426	26	17	maize	maize	NOUN
brj-23426	26	18	cobs	cobs	NOUN
brj-23426	26	19	.	.	PUNCT
brj-23426	27	1	the	the	DET
brj-23426	27	2	perfect	perfect	ADJ
brj-23426	27	3	ripening	ripening	NOUN
brj-23426	27	4	stage	stage	NOUN
brj-23426	27	5	is	be	AUX
brj-23426	27	6	the	the	DET
brj-23426	27	7	best	good	ADJ
brj-23426	27	8	time	time	NOUN
brj-23426	27	9	to	to	PART
brj-23426	27	10	harvest	harvest	VERB
brj-23426	27	11	maize	maize	NOUN
brj-23426	27	12	,	,	PUNCT
brj-23426	27	13	as	as	SCONJ
brj-23426	27	14	the	the	DET
brj-23426	27	15	plant	plant	NOUN
brj-23426	27	16	is	be	AUX
brj-23426	27	17	full	full	ADJ
brj-23426	27	18	of	of	ADP
brj-23426	27	19	kernels	kernel	NOUN
brj-23426	27	20	and	and	CCONJ
brj-23426	27	21	dry	dry	ADJ
brj-23426	27	22	leaves	leave	NOUN
brj-23426	27	23	.	.	PUNCT
brj-23426	28	1	accurate	accurate	ADJ
brj-23426	28	2	identification	identification	NOUN
brj-23426	28	3	peer	peer	NOUN
brj-23426	28	4	-	-	PUNCT
brj-23426	28	5	reviewed	review	VERB
brj-23426	28	6	article	article	NOUN
brj-23426	28	7	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	28	8	liang	liang	PROPN
brj-23426	28	9	et	et	PROPN
brj-23426	28	10	al	al	PROPN
brj-23426	28	11	.	.	PROPN
brj-23426	29	1	(	(	PUNCT
brj-23426	29	2	2024	2024	NUM
brj-23426	29	3	)	)	PUNCT
brj-23426	29	4	.	.	PUNCT
brj-23426	30	1	“	"	PUNCT
brj-23426	30	2	maize	maize	VERB
brj-23426	30	3	growth	growth	NOUN
brj-23426	30	4	tracking	tracking	NOUN
brj-23426	30	5	,	,	PUNCT
brj-23426	30	6	”	"	PUNCT
brj-23426	30	7	bioresources	bioresource	NOUN
brj-23426	30	8	19(3	19(3	NUM
brj-23426	30	9	)	)	PUNCT
brj-23426	30	10	,	,	PUNCT
brj-23426	30	11	5450	5450	NUM
brj-23426	30	12	-	-	SYM
brj-23426	30	13	5466	5466	NUM
brj-23426	30	14	.	.	PUNCT
brj-23426	31	1	5451	5451	NUM
brj-23426	31	2	of	of	ADP
brj-23426	31	3	the	the	DET
brj-23426	31	4	growth	growth	NOUN
brj-23426	31	5	period	period	NOUN
brj-23426	31	6	of	of	ADP
brj-23426	31	7	maize	maize	NOUN
brj-23426	31	8	not	not	PART
brj-23426	31	9	only	only	ADV
brj-23426	31	10	can	can	AUX
brj-23426	31	11	scientifically	scientifically	ADV
brj-23426	31	12	grasp	grasp	VERB
brj-23426	31	13	the	the	DET
brj-23426	31	14	growth	growth	NOUN
brj-23426	31	15	cycle	cycle	NOUN
brj-23426	31	16	of	of	ADP
brj-23426	31	17	the	the	DET
brj-23426	31	18	plant	plant	NOUN
brj-23426	31	19	through	through	ADP
brj-23426	31	20	morphological	morphological	ADJ
brj-23426	31	21	changes	change	NOUN
brj-23426	31	22	,	,	PUNCT
brj-23426	31	23	reflecting	reflect	VERB
brj-23426	31	24	the	the	DET
brj-23426	31	25	growth	growth	NOUN
brj-23426	31	26	status	status	NOUN
brj-23426	31	27	information	information	NOUN
brj-23426	31	28	,	,	PUNCT
brj-23426	31	29	but	but	CCONJ
brj-23426	31	30	also	also	ADV
brj-23426	31	31	it	it	PRON
brj-23426	31	32	can	can	AUX
brj-23426	31	33	rely	rely	VERB
brj-23426	31	34	on	on	ADP
brj-23426	31	35	information	information	NOUN
brj-23426	31	36	technology	technology	NOUN
brj-23426	31	37	to	to	PART
brj-23426	31	38	improve	improve	VERB
brj-23426	31	39	the	the	DET
brj-23426	31	40	field	field	NOUN
brj-23426	31	41	management	management	NOUN
brj-23426	31	42	decision	decision	NOUN
brj-23426	31	43	support	support	NOUN
brj-23426	31	44	for	for	ADP
brj-23426	31	45	farmers	farmer	NOUN
brj-23426	31	46	.	.	PUNCT
brj-23426	32	1	identification	identification	NOUN
brj-23426	32	2	will	will	AUX
brj-23426	32	3	guide	guide	VERB
brj-23426	32	4	the	the	DET
brj-23426	32	5	agricultural	agricultural	ADJ
brj-23426	32	6	activities	activity	NOUN
brj-23426	32	7	and	and	CCONJ
brj-23426	32	8	realize	realize	VERB
brj-23426	32	9	efficient	efficient	ADJ
brj-23426	32	10	and	and	CCONJ
brj-23426	32	11	highyield	highyield	NOUN
brj-23426	32	12	planting	planting	NOUN
brj-23426	32	13	.	.	PUNCT
brj-23426	33	1	therefore	therefore	ADV
brj-23426	33	2	,	,	PUNCT
brj-23426	33	3	it	it	PRON
brj-23426	33	4	is	be	AUX
brj-23426	33	5	important	important	ADJ
brj-23426	33	6	to	to	PART
brj-23426	33	7	study	study	VERB
brj-23426	33	8	the	the	DET
brj-23426	33	9	growth	growth	NOUN
brj-23426	33	10	period	period	NOUN
brj-23426	33	11	recognition	recognition	NOUN
brj-23426	33	12	of	of	ADP
brj-23426	33	13	maize	maize	NOUN
brj-23426	33	14	plants	plant	NOUN
brj-23426	33	15	.	.	PUNCT
brj-23426	34	1	maize	maize	NOUN
brj-23426	34	2	plant	plant	NOUN
brj-23426	34	3	growth	growth	NOUN
brj-23426	34	4	period	period	NOUN
brj-23426	34	5	recognition	recognition	NOUN
brj-23426	34	6	research	research	NOUN
brj-23426	34	7	mainly	mainly	ADV
brj-23426	34	8	focuses	focus	VERB
brj-23426	34	9	on	on	ADP
brj-23426	34	10	the	the	DET
brj-23426	34	11	training	training	NOUN
brj-23426	34	12	of	of	ADP
brj-23426	34	13	multi	multi	ADJ
brj-23426	34	14	-	-	ADJ
brj-23426	34	15	layer	layer	ADJ
brj-23426	34	16	recognition	recognition	NOUN
brj-23426	34	17	model	model	NOUN
brj-23426	34	18	parameter	parameter	NOUN
brj-23426	34	19	optimization	optimization	NOUN
brj-23426	34	20	for	for	ADP
brj-23426	34	21	supervised	supervised	ADJ
brj-23426	34	22	learning	learning	NOUN
brj-23426	34	23	and	and	CCONJ
brj-23426	34	24	image	image	NOUN
brj-23426	34	25	preprocessing	preprocesse	VERB
brj-23426	34	26	image	image	NOUN
brj-23426	34	27	enhancement	enhancement	NOUN
brj-23426	34	28	for	for	ADP
brj-23426	34	29	migration	migration	NOUN
brj-23426	34	30	learning	learning	NOUN
brj-23426	34	31	in	in	ADP
brj-23426	34	32	two	two	NUM
brj-23426	34	33	forms	form	NOUN
brj-23426	34	34	.	.	PUNCT
brj-23426	35	1	the	the	DET
brj-23426	35	2	two	two	NUM
brj-23426	35	3	forms	form	NOUN
brj-23426	35	4	are	be	AUX
brj-23426	35	5	intended	intend	VERB
brj-23426	35	6	to	to	PART
brj-23426	35	7	improve	improve	VERB
brj-23426	35	8	the	the	DET
brj-23426	35	9	model	model	NOUN
brj-23426	35	10	performance	performance	NOUN
brj-23426	35	11	and	and	CCONJ
brj-23426	35	12	enhance	enhance	VERB
brj-23426	35	13	the	the	DET
brj-23426	35	14	expressive	expressive	ADJ
brj-23426	35	15	ability	ability	NOUN
brj-23426	35	16	of	of	ADP
brj-23426	35	17	the	the	DET
brj-23426	35	18	model	model	NOUN
brj-23426	35	19	to	to	PART
brj-23426	35	20	improve	improve	VERB
brj-23426	35	21	the	the	DET
brj-23426	35	22	accuracy	accuracy	NOUN
brj-23426	35	23	of	of	ADP
brj-23426	35	24	image	image	NOUN
brj-23426	35	25	recognition	recognition	NOUN
brj-23426	35	26	.	.	PUNCT
brj-23426	36	1	zhang	zhang	PROPN
brj-23426	36	2	et	et	PROPN
brj-23426	36	3	al	al	PROPN
brj-23426	36	4	.	.	PROPN
brj-23426	37	1	(	(	PUNCT
brj-23426	37	2	2018	2018	NUM
brj-23426	37	3	)	)	PUNCT
brj-23426	37	4	proposed	propose	VERB
brj-23426	37	5	a	a	DET
brj-23426	37	6	multilevel	multilevel	ADJ
brj-23426	37	7	support	support	NOUN
brj-23426	37	8	vector	vector	NOUN
brj-23426	37	9	machine	machine	NOUN
brj-23426	37	10	(	(	PUNCT
brj-23426	37	11	svm	svm	PROPN
brj-23426	37	12	)	)	PUNCT
brj-23426	37	13	modelling	modelling	NOUN
brj-23426	37	14	method	method	NOUN
brj-23426	37	15	,	,	PUNCT
brj-23426	37	16	using	use	VERB
brj-23426	37	17	the	the	DET
brj-23426	37	18	particle	particle	NOUN
brj-23426	37	19	swarm	swarm	NOUN
brj-23426	37	20	optimization	optimization	NOUN
brj-23426	37	21	(	(	PUNCT
brj-23426	37	22	pso	pso	NOUN
brj-23426	37	23	)	)	PUNCT
brj-23426	37	24	algorithm	algorithm	NOUN
brj-23426	37	25	to	to	PART
brj-23426	37	26	iteratively	iteratively	ADV
brj-23426	37	27	find	find	VERB
brj-23426	37	28	the	the	DET
brj-23426	37	29	optimal	optimal	ADJ
brj-23426	37	30	svm	svm	ADJ
brj-23426	37	31	model	model	NOUN
brj-23426	37	32	,	,	PUNCT
brj-23426	37	33	select	select	VERB
brj-23426	37	34	the	the	DET
brj-23426	37	35	appropriate	appropriate	ADJ
brj-23426	37	36	kernel	kernel	NOUN
brj-23426	37	37	function	function	NOUN
brj-23426	37	38	,	,	PUNCT
brj-23426	37	39	and	and	CCONJ
brj-23426	37	40	construct	construct	VERB
brj-23426	37	41	a	a	DET
brj-23426	37	42	maize	maize	NOUN
brj-23426	37	43	growth	growth	NOUN
brj-23426	37	44	period	period	NOUN
brj-23426	37	45	recognition	recognition	NOUN
brj-23426	37	46	model	model	NOUN
brj-23426	37	47	.	.	PUNCT
brj-23426	38	1	the	the	DET
brj-23426	38	2	recognition	recognition	NOUN
brj-23426	38	3	result	result	NOUN
brj-23426	38	4	was	be	AUX
brj-23426	38	5	94.8	94.8	NUM
brj-23426	38	6	%	%	NOUN
brj-23426	38	7	.	.	PUNCT
brj-23426	39	1	li	li	PROPN
brj-23426	39	2	et	et	PROPN
brj-23426	39	3	al	al	PROPN
brj-23426	39	4	.	.	PROPN
brj-23426	39	5	(	(	PUNCT
brj-23426	39	6	2021	2021	NUM
brj-23426	39	7	)	)	PUNCT
brj-23426	39	8	proposed	propose	VERB
brj-23426	39	9	a	a	DET
brj-23426	39	10	multilevel	multilevel	ADJ
brj-23426	39	11	r	r	X
brj-23426	39	12	-	-	PUNCT
brj-23426	39	13	cnn	cnn	PROPN
brj-23426	39	14	model	model	NOUN
brj-23426	39	15	with	with	ADP
brj-23426	39	16	supervised	supervised	ADJ
brj-23426	39	17	learning	learn	VERB
brj-23426	39	18	to	to	PART
brj-23426	39	19	classify	classify	VERB
brj-23426	39	20	the	the	DET
brj-23426	39	21	growth	growth	NOUN
brj-23426	39	22	period	period	NOUN
brj-23426	39	23	recognition	recognition	NOUN
brj-23426	39	24	study	study	NOUN
brj-23426	39	25	.	.	PUNCT
brj-23426	40	1	the	the	DET
brj-23426	40	2	sample	sample	NOUN
brj-23426	40	3	recognition	recognition	NOUN
brj-23426	40	4	result	result	NOUN
brj-23426	40	5	was	be	AUX
brj-23426	40	6	96	96	NUM
brj-23426	40	7	%	%	NOUN
brj-23426	40	8	.	.	PUNCT
brj-23426	41	1	xu	xu	INTJ
brj-23426	41	2	et	et	PROPN
brj-23426	42	1	al	al	PROPN
brj-23426	42	2	.	.	PROPN
brj-23426	42	3	(	(	PUNCT
brj-23426	42	4	2021	2021	NUM
brj-23426	42	5	)	)	PUNCT
brj-23426	42	6	proposed	propose	VERB
brj-23426	42	7	radam	radam	ADJ
brj-23426	42	8	optimization	optimization	NOUN
brj-23426	42	9	of	of	ADP
brj-23426	42	10	resnet50	resnet50	NOUN
brj-23426	42	11	model	model	NOUN
brj-23426	42	12	for	for	ADP
brj-23426	42	13	identification	identification	NOUN
brj-23426	42	14	of	of	ADP
brj-23426	42	15	key	key	ADJ
brj-23426	42	16	reproductive	reproductive	ADJ
brj-23426	42	17	periods	period	NOUN
brj-23426	42	18	with	with	ADP
brj-23426	42	19	97.3	97.3	NUM
brj-23426	42	20	%	%	NOUN
brj-23426	42	21	recognition	recognition	NOUN
brj-23426	42	22	accuracy	accuracy	NOUN
brj-23426	42	23	.	.	PUNCT
brj-23426	43	1	zhao	zhao	PROPN
brj-23426	43	2	et	et	PROPN
brj-23426	43	3	al	al	PROPN
brj-23426	43	4	.	.	PROPN
brj-23426	43	5	(	(	PUNCT
brj-23426	43	6	2020	2020	NUM
brj-23426	43	7	)	)	PUNCT
brj-23426	43	8	used	use	VERB
brj-23426	43	9	cascaded	cascade	VERB
brj-23426	43	10	convolutional	convolutional	ADJ
brj-23426	43	11	neural	neural	ADJ
brj-23426	43	12	grid	grid	NOUN
brj-23426	43	13	to	to	PART
brj-23426	43	14	improve	improve	VERB
brj-23426	43	15	the	the	DET
brj-23426	43	16	yolov3	yolov3	PROPN
brj-23426	43	17	model	model	NOUN
brj-23426	43	18	to	to	PART
brj-23426	43	19	achieve	achieve	VERB
brj-23426	43	20	recognition	recognition	NOUN
brj-23426	43	21	of	of	ADP
brj-23426	43	22	targets	target	NOUN
brj-23426	43	23	with	with	ADP
brj-23426	43	24	98.1	98.1	NUM
brj-23426	43	25	%	%	NOUN
brj-23426	43	26	accuracy	accuracy	NOUN
brj-23426	43	27	.	.	PUNCT
brj-23426	44	1	zheng	zheng	PROPN
brj-23426	44	2	et	et	PROPN
brj-23426	44	3	al	al	PROPN
brj-23426	44	4	.	.	PROPN
brj-23426	45	1	(	(	PUNCT
brj-23426	45	2	2022	2022	NUM
brj-23426	45	3	)	)	PUNCT
brj-23426	45	4	constructed	construct	VERB
brj-23426	45	5	customnet	customnet	NOUN
brj-23426	45	6	(	(	PUNCT
brj-23426	45	7	densenet	densenet	NOUN
brj-23426	45	8	)	)	PUNCT
brj-23426	45	9	to	to	ADP
brj-23426	45	10	a	a	DET
brj-23426	45	11	vgg16	vgg16	NOUN
brj-23426	45	12	multi	multi	NOUN
brj-23426	45	13	-	-	NOUN
brj-23426	45	14	model	model	NOUN
brj-23426	45	15	for	for	ADP
brj-23426	45	16	fertility	fertility	NOUN
brj-23426	45	17	recognition	recognition	NOUN
brj-23426	45	18	,	,	PUNCT
brj-23426	45	19	respectively	respectively	ADV
brj-23426	45	20	and	and	CCONJ
brj-23426	45	21	the	the	DET
brj-23426	45	22	results	result	NOUN
brj-23426	45	23	showed	show	VERB
brj-23426	45	24	that	that	SCONJ
brj-23426	45	25	the	the	DET
brj-23426	45	26	average	average	ADJ
brj-23426	45	27	accuracy	accuracy	NOUN
brj-23426	45	28	of	of	ADP
brj-23426	45	29	the	the	DET
brj-23426	45	30	customnet	customnet	NOUN
brj-23426	45	31	model	model	NOUN
brj-23426	45	32	was	be	AUX
brj-23426	45	33	98.6	98.6	NUM
brj-23426	45	34	%	%	NOUN
brj-23426	45	35	,	,	PUNCT
brj-23426	45	36	which	which	PRON
brj-23426	45	37	provides	provide	VERB
brj-23426	45	38	a	a	DET
brj-23426	45	39	comparable	comparable	ADJ
brj-23426	45	40	method	method	NOUN
brj-23426	45	41	.	.	PUNCT
brj-23426	46	1	lanlan	lanlan	NOUN
brj-23426	46	2	et	et	PROPN
brj-23426	46	3	al	al	PROPN
brj-23426	46	4	.	.	PROPN
brj-23426	47	1	(	(	PUNCT
brj-23426	47	2	2022	2022	NUM
brj-23426	47	3	)	)	PUNCT
brj-23426	47	4	established	establish	VERB
brj-23426	47	5	a	a	DET
brj-23426	47	6	dataset	dataset	NOUN
brj-23426	47	7	by	by	ADP
brj-23426	47	8	taking	take	VERB
brj-23426	47	9	pictures	picture	NOUN
brj-23426	47	10	from	from	ADP
brj-23426	47	11	a	a	DET
brj-23426	47	12	drone	drone	NOUN
brj-23426	47	13	and	and	CCONJ
brj-23426	47	14	applied	apply	VERB
brj-23426	47	15	the	the	DET
brj-23426	47	16	swin	swin	PROPN
brj-23426	47	17	transformer	transformer	PROPN
brj-23426	47	18	model	model	NOUN
brj-23426	47	19	to	to	PART
brj-23426	47	20	classify	classify	VERB
brj-23426	47	21	the	the	DET
brj-23426	47	22	different	different	ADJ
brj-23426	47	23	growth	growth	NOUN
brj-23426	47	24	stages	stage	NOUN
brj-23426	47	25	of	of	ADP
brj-23426	47	26	maize	maize	NOUN
brj-23426	47	27	,	,	PUNCT
brj-23426	47	28	with	with	ADP
brj-23426	47	29	an	an	DET
brj-23426	47	30	overall	overall	ADJ
brj-23426	47	31	accuracy	accuracy	NOUN
brj-23426	47	32	rate	rate	NOUN
brj-23426	47	33	of	of	ADP
brj-23426	47	34	98.7	98.7	NUM
brj-23426	47	35	%	%	NOUN
brj-23426	47	36	,	,	PUNCT
brj-23426	47	37	which	which	PRON
brj-23426	47	38	can	can	AUX
brj-23426	47	39	better	well	ADV
brj-23426	47	40	meet	meet	VERB
brj-23426	47	41	the	the	DET
brj-23426	47	42	needs	need	NOUN
brj-23426	47	43	of	of	ADP
brj-23426	47	44	actual	actual	ADJ
brj-23426	47	45	production	production	NOUN
brj-23426	47	46	in	in	ADP
brj-23426	47	47	farmland	farmland	NOUN
brj-23426	47	48	.	.	PUNCT
brj-23426	48	1	ma	ma	PROPN
brj-23426	48	2	et	et	PROPN
brj-23426	48	3	al	al	PROPN
brj-23426	48	4	.	.	PROPN
brj-23426	49	1	(	(	PUNCT
brj-23426	49	2	2023	2023	NUM
brj-23426	49	3	)	)	PUNCT
brj-23426	49	4	proposed	propose	VERB
brj-23426	49	5	a	a	DET
brj-23426	49	6	network	network	NOUN
brj-23426	49	7	model	model	NOUN
brj-23426	49	8	of	of	ADP
brj-23426	49	9	yolo	yolo	PROPN
brj-23426	49	10	v5s	v5s	PROPN
brj-23426	49	11	-	-	PUNCT
brj-23426	49	12	cbd	cbd	NOUN
brj-23426	49	13	to	to	PART
brj-23426	49	14	enhance	enhance	VERB
brj-23426	49	15	the	the	DET
brj-23426	49	16	image	image	NOUN
brj-23426	49	17	sample	sample	NOUN
brj-23426	49	18	data	datum	NOUN
brj-23426	49	19	to	to	PART
brj-23426	49	20	improve	improve	VERB
brj-23426	49	21	the	the	DET
brj-23426	49	22	recognition	recognition	NOUN
brj-23426	49	23	accuracy	accuracy	NOUN
brj-23426	49	24	and	and	CCONJ
brj-23426	49	25	convergence	convergence	NOUN
brj-23426	49	26	speed	speed	NOUN
brj-23426	49	27	of	of	ADP
brj-23426	49	28	the	the	DET
brj-23426	49	29	model	model	NOUN
brj-23426	49	30	.	.	PUNCT
brj-23426	50	1	xu	xu	PROPN
brj-23426	50	2	et	et	PROPN
brj-23426	51	1	al	al	PROPN
brj-23426	51	2	.	.	PROPN
brj-23426	51	3	(	(	PUNCT
brj-23426	51	4	2020	2020	NUM
brj-23426	51	5	)	)	PUNCT
brj-23426	51	6	constructed	construct	VERB
brj-23426	51	7	a	a	DET
brj-23426	51	8	recognition	recognition	NOUN
brj-23426	51	9	model	model	NOUN
brj-23426	51	10	based	base	VERB
brj-23426	51	11	on	on	ADP
brj-23426	51	12	migration	migration	NOUN
brj-23426	51	13	learning	learning	NOUN
brj-23426	51	14	,	,	PUNCT
brj-23426	51	15	which	which	PRON
brj-23426	51	16	shortens	shorten	VERB
brj-23426	51	17	the	the	DET
brj-23426	51	18	convergence	convergence	NOUN
brj-23426	51	19	time	time	NOUN
brj-23426	51	20	of	of	ADP
brj-23426	51	21	the	the	DET
brj-23426	51	22	model	model	NOUN
brj-23426	51	23	by	by	ADP
brj-23426	51	24	extracting	extract	VERB
brj-23426	51	25	the	the	DET
brj-23426	51	26	key	key	ADJ
brj-23426	51	27	information	information	NOUN
brj-23426	51	28	of	of	ADP
brj-23426	51	29	the	the	DET
brj-23426	51	30	target	target	NOUN
brj-23426	51	31	through	through	ADP
brj-23426	51	32	the	the	DET
brj-23426	51	33	convolutional	convolutional	ADJ
brj-23426	51	34	layer	layer	NOUN
brj-23426	51	35	.	.	PUNCT
brj-23426	52	1	zhao	zhao	PROPN
brj-23426	52	2	et	et	PROPN
brj-23426	52	3	al	al	PROPN
brj-23426	52	4	.	.	PROPN
brj-23426	52	5	(	(	PUNCT
brj-23426	52	6	2020	2020	NUM
brj-23426	52	7	)	)	PUNCT
brj-23426	52	8	constructed	construct	VERB
brj-23426	52	9	the	the	DET
brj-23426	52	10	cnn	cnn	PROPN
brj-23426	52	11	-	-	PUNCT
brj-23426	52	12	based	base	VERB
brj-23426	52	13	image	image	NOUN
brj-23426	52	14	recognition	recognition	NOUN
brj-23426	52	15	model	model	NOUN
brj-23426	52	16	,	,	PUNCT
brj-23426	52	17	divided	divide	VERB
brj-23426	52	18	the	the	DET
brj-23426	52	19	training	training	NOUN
brj-23426	52	20	set	set	NOUN
brj-23426	52	21	and	and	CCONJ
brj-23426	52	22	dataset	dataset	NOUN
brj-23426	52	23	,	,	PUNCT
brj-23426	52	24	and	and	CCONJ
brj-23426	52	25	optimized	optimize	VERB
brj-23426	52	26	the	the	DET
brj-23426	52	27	parameters	parameter	NOUN
brj-23426	52	28	of	of	ADP
brj-23426	52	29	the	the	DET
brj-23426	52	30	model	model	NOUN
brj-23426	52	31	by	by	ADP
brj-23426	52	32	combining	combine	VERB
brj-23426	52	33	with	with	ADP
brj-23426	52	34	adam	adam	PROPN
brj-23426	52	35	.	.	PUNCT
brj-23426	53	1	the	the	DET
brj-23426	53	2	data	data	NOUN
brj-23426	53	3	enhancement	enhancement	NOUN
brj-23426	53	4	technique	technique	NOUN
brj-23426	53	5	effectively	effectively	ADV
brj-23426	53	6	alleviated	alleviate	VERB
brj-23426	53	7	the	the	DET
brj-23426	53	8	problem	problem	NOUN
brj-23426	53	9	of	of	ADP
brj-23426	53	10	overfitting	overfitte	VERB
brj-23426	53	11	recognition	recognition	NOUN
brj-23426	53	12	results	result	NOUN
brj-23426	53	13	.	.	PUNCT
brj-23426	54	1	xiong	xiong	PROPN
brj-23426	54	2	et	et	PROPN
brj-23426	54	3	al	al	PROPN
brj-23426	54	4	.	.	PROPN
brj-23426	55	1	(	(	PUNCT
brj-23426	55	2	2020	2020	NUM
brj-23426	55	3	)	)	PUNCT
brj-23426	55	4	pre	pre	VERB
brj-23426	55	5	-	-	VERB
brj-23426	55	6	segmented	segmented	ADJ
brj-23426	55	7	and	and	CCONJ
brj-23426	55	8	processed	process	VERB
brj-23426	55	9	the	the	DET
brj-23426	55	10	captured	capture	VERB
brj-23426	55	11	images	image	NOUN
brj-23426	55	12	to	to	PART
brj-23426	55	13	remove	remove	VERB
brj-23426	55	14	the	the	DET
brj-23426	55	15	redundant	redundant	ADJ
brj-23426	55	16	background	background	NOUN
brj-23426	55	17	feature	feature	NOUN
brj-23426	55	18	information	information	NOUN
brj-23426	55	19	and	and	CCONJ
brj-23426	55	20	trained	train	VERB
brj-23426	55	21	the	the	DET
brj-23426	55	22	mask	mask	NOUN
brj-23426	55	23	r	r	NOUN
brj-23426	55	24	-	-	PUNCT
brj-23426	55	25	cnn	cnn	PROPN
brj-23426	55	26	model	model	NOUN
brj-23426	55	27	to	to	PART
brj-23426	55	28	classify	classify	VERB
brj-23426	55	29	the	the	DET
brj-23426	55	30	pictures	picture	NOUN
brj-23426	55	31	.	.	PUNCT
brj-23426	56	1	fan	fan	PROPN
brj-23426	56	2	et	et	PROPN
brj-23426	56	3	al	al	PROPN
brj-23426	56	4	.	.	PROPN
brj-23426	57	1	(	(	PUNCT
brj-23426	57	2	2021	2021	NUM
brj-23426	57	3	)	)	PUNCT
brj-23426	57	4	improved	improve	VERB
brj-23426	57	5	the	the	DET
brj-23426	57	6	faster	fast	ADJ
brj-23426	57	7	r	r	NOUN
brj-23426	57	8	-	-	PUNCT
brj-23426	57	9	cnn	cnn	PROPN
brj-23426	57	10	model	model	NOUN
brj-23426	57	11	by	by	ADP
brj-23426	57	12	optimizing	optimize	VERB
brj-23426	57	13	the	the	DET
brj-23426	57	14	training	training	NOUN
brj-23426	57	15	strategy	strategy	NOUN
brj-23426	57	16	to	to	PART
brj-23426	57	17	distinguish	distinguish	VERB
brj-23426	57	18	seedlings	seedling	NOUN
brj-23426	57	19	from	from	ADP
brj-23426	57	20	weeds	weed	NOUN
brj-23426	57	21	,	,	PUNCT
brj-23426	57	22	which	which	PRON
brj-23426	57	23	has	have	VERB
brj-23426	57	24	applicability	applicability	NOUN
brj-23426	57	25	and	and	CCONJ
brj-23426	57	26	generalization	generalization	NOUN
brj-23426	57	27	.	.	PUNCT
brj-23426	58	1	wang	wang	PROPN
brj-23426	58	2	and	and	CCONJ
brj-23426	58	3	wang	wang	PROPN
brj-23426	58	4	(	(	PUNCT
brj-23426	58	5	2021	2021	NUM
brj-23426	58	6	)	)	PUNCT
brj-23426	58	7	improved	improve	VERB
brj-23426	58	8	the	the	DET
brj-23426	58	9	model	model	NOUN
brj-23426	58	10	performance	performance	NOUN
brj-23426	58	11	by	by	ADP
brj-23426	58	12	improving	improve	VERB
brj-23426	58	13	the	the	DET
brj-23426	58	14	residual	residual	ADJ
brj-23426	58	15	module	module	NOUN
brj-23426	58	16	in	in	ADP
brj-23426	58	17	the	the	DET
brj-23426	58	18	migration	migration	NOUN
brj-23426	58	19	learning	learning	NOUN
brj-23426	58	20	,	,	PUNCT
brj-23426	58	21	enhanced	enhance	VERB
brj-23426	58	22	the	the	DET
brj-23426	58	23	expressive	expressive	ADJ
brj-23426	58	24	ability	ability	NOUN
brj-23426	58	25	of	of	ADP
brj-23426	58	26	the	the	DET
brj-23426	58	27	model	model	NOUN
brj-23426	58	28	,	,	PUNCT
brj-23426	58	29	and	and	CCONJ
brj-23426	58	30	provided	provide	VERB
brj-23426	58	31	a	a	DET
brj-23426	58	32	reference	reference	NOUN
brj-23426	58	33	basis	basis	NOUN
brj-23426	58	34	for	for	ADP
brj-23426	58	35	the	the	DET
brj-23426	58	36	identification	identification	NOUN
brj-23426	58	37	in	in	ADP
brj-23426	58	38	the	the	DET
brj-23426	58	39	actual	actual	ADJ
brj-23426	58	40	agricultural	agricultural	ADJ
brj-23426	58	41	production	production	NOUN
brj-23426	58	42	environment	environment	NOUN
brj-23426	58	43	.	.	PUNCT
brj-23426	59	1	ikasari	ikasari	PROPN
brj-23426	59	2	et	et	PROPN
brj-23426	59	3	al	al	PROPN
brj-23426	59	4	.	.	PUNCT
brj-23426	60	1	(	(	PUNCT
brj-23426	60	2	2016	2016	NUM
brj-23426	60	3	)	)	PUNCT
brj-23426	60	4	used	use	VERB
brj-23426	60	5	remote	remote	ADJ
brj-23426	60	6	sensing	sense	VERB
brj-23426	60	7	technology	technology	NOUN
brj-23426	60	8	to	to	PART
brj-23426	60	9	collect	collect	VERB
brj-23426	60	10	images	image	NOUN
brj-23426	60	11	and	and	CCONJ
brj-23426	60	12	regularization	regularization	NOUN
brj-23426	60	13	learning	learning	NOUN
brj-23426	60	14	and	and	CCONJ
brj-23426	60	15	multialgorithm	multialgorithm	PROPN
brj-23426	60	16	fusion	fusion	NOUN
brj-23426	60	17	to	to	PART
brj-23426	60	18	form	form	VERB
brj-23426	60	19	a	a	DET
brj-23426	60	20	multi	multi	ADJ
brj-23426	60	21	-	-	ADJ
brj-23426	60	22	layer	layer	ADJ
brj-23426	60	23	neural	neural	ADJ
brj-23426	60	24	network	network	NOUN
brj-23426	60	25	algorithm	algorithm	NOUN
brj-23426	60	26	to	to	PART
brj-23426	60	27	classify	classify	VERB
brj-23426	60	28	the	the	DET
brj-23426	60	29	growth	growth	NOUN
brj-23426	60	30	stages	stage	NOUN
brj-23426	60	31	of	of	ADP
brj-23426	60	32	rice	rice	NOUN
brj-23426	60	33	.	.	PUNCT
brj-23426	61	1	the	the	DET
brj-23426	61	2	dataset	dataset	NOUN
brj-23426	61	3	identification	identification	NOUN
brj-23426	61	4	accuracy	accuracy	NOUN
brj-23426	61	5	was	be	AUX
brj-23426	61	6	70.28	70.28	NUM
brj-23426	61	7	%	%	NOUN
brj-23426	61	8	.	.	PUNCT
brj-23426	62	1	gupta	gupta	PROPN
brj-23426	62	2	et	et	PROPN
brj-23426	62	3	al	al	PROPN
brj-23426	62	4	.	.	PROPN
brj-23426	62	5	(	(	PUNCT
brj-23426	62	6	2020	2020	NUM
brj-23426	62	7	)	)	PUNCT
brj-23426	62	8	built	build	VERB
brj-23426	62	9	a	a	DET
brj-23426	62	10	convolutional	convolutional	ADJ
brj-23426	62	11	neural	neural	ADJ
brj-23426	62	12	network	network	NOUN
brj-23426	62	13	to	to	PART
brj-23426	62	14	categorize	categorize	VERB
brj-23426	62	15	weeds	weed	NOUN
brj-23426	62	16	and	and	CCONJ
brj-23426	62	17	crops	crop	NOUN
brj-23426	62	18	,	,	PUNCT
brj-23426	62	19	and	and	CCONJ
brj-23426	62	20	the	the	DET
brj-23426	62	21	resnet50	resnet50	NOUN
brj-23426	62	22	neural	neural	ADJ
brj-23426	62	23	network	network	NOUN
brj-23426	62	24	recognized	recognize	VERB
brj-23426	62	25	95.23	95.23	NUM
brj-23426	62	26	%	%	NOUN
brj-23426	62	27	of	of	ADP
brj-23426	62	28	crop	crop	NOUN
brj-23426	62	29	classification	classification	NOUN
brj-23426	62	30	.	.	PUNCT
brj-23426	63	1	the	the	DET
brj-23426	63	2	demeria	demeria	PROPN
brj-23426	63	3	d3	d3	PROPN
brj-23426	63	4	maize	maize	PROPN
brj-23426	63	5	variety	variety	NOUN
brj-23426	63	6	was	be	AUX
brj-23426	63	7	the	the	DET
brj-23426	63	8	research	research	NOUN
brj-23426	63	9	object	object	NOUN
brj-23426	63	10	,	,	PUNCT
brj-23426	63	11	focusing	focus	VERB
brj-23426	63	12	on	on	ADP
brj-23426	63	13	its	its	PRON
brj-23426	63	14	growth	growth	NOUN
brj-23426	63	15	morphology	morphology	NOUN
brj-23426	63	16	characteristics	characteristic	NOUN
brj-23426	63	17	of	of	ADP
brj-23426	63	18	each	each	DET
brj-23426	63	19	period	period	NOUN
brj-23426	63	20	.	.	PUNCT
brj-23426	64	1	the	the	DET
brj-23426	64	2	research	research	NOUN
brj-23426	64	3	proposes	propose	VERB
brj-23426	64	4	the	the	DET
brj-23426	64	5	recognition	recognition	NOUN
brj-23426	64	6	method	method	NOUN
brj-23426	64	7	of	of	ADP
brj-23426	64	8	the	the	DET
brj-23426	64	9	critical	critical	ADJ
brj-23426	64	10	growth	growth	NOUN
brj-23426	64	11	period	period	NOUN
brj-23426	64	12	of	of	ADP
brj-23426	64	13	maize	maize	NOUN
brj-23426	64	14	plants	plant	NOUN
brj-23426	64	15	and	and	CCONJ
brj-23426	64	16	builds	build	VERB
brj-23426	64	17	the	the	DET
brj-23426	64	18	mobilenet	mobilenet	NOUN
brj-23426	64	19	model	model	NOUN
brj-23426	64	20	.	.	PUNCT
brj-23426	65	1	using	use	VERB
brj-23426	65	2	peer	peer	NOUN
brj-23426	65	3	-	-	PUNCT
brj-23426	65	4	reviewed	review	VERB
brj-23426	65	5	article	article	NOUN
brj-23426	65	6	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	65	7	liang	liang	PROPN
brj-23426	65	8	et	et	PROPN
brj-23426	65	9	al	al	PROPN
brj-23426	65	10	.	.	PROPN
brj-23426	66	1	(	(	PUNCT
brj-23426	66	2	2024	2024	NUM
brj-23426	66	3	)	)	PUNCT
brj-23426	66	4	.	.	PUNCT
brj-23426	67	1	“	"	PUNCT
brj-23426	67	2	maize	maize	VERB
brj-23426	67	3	growth	growth	NOUN
brj-23426	67	4	tracking	tracking	NOUN
brj-23426	67	5	,	,	PUNCT
brj-23426	67	6	”	"	PUNCT
brj-23426	67	7	bioresources	bioresource	NOUN
brj-23426	67	8	19(3	19(3	NUM
brj-23426	67	9	)	)	PUNCT
brj-23426	67	10	,	,	PUNCT
brj-23426	67	11	5450	5450	NUM
brj-23426	67	12	-	-	SYM
brj-23426	67	13	5466	5466	NUM
brj-23426	67	14	.	.	PUNCT
brj-23426	68	1	5452	5452	NUM
brj-23426	68	2	python	python	NOUN
brj-23426	68	3	,	,	PUNCT
brj-23426	68	4	it	it	PRON
brj-23426	68	5	seeks	seek	VERB
brj-23426	68	6	the	the	DET
brj-23426	68	7	optimal	optimal	ADJ
brj-23426	68	8	model	model	NOUN
brj-23426	68	9	parameter	parameter	NOUN
brj-23426	68	10	to	to	PART
brj-23426	68	11	improve	improve	VERB
brj-23426	68	12	the	the	DET
brj-23426	68	13	accuracy	accuracy	NOUN
brj-23426	68	14	of	of	ADP
brj-23426	68	15	the	the	DET
brj-23426	68	16	image	image	NOUN
brj-23426	68	17	recognition	recognition	NOUN
brj-23426	68	18	,	,	PUNCT
brj-23426	68	19	and	and	CCONJ
brj-23426	68	20	on	on	ADP
brj-23426	68	21	this	this	DET
brj-23426	68	22	basis	basis	NOUN
brj-23426	68	23	,	,	PUNCT
brj-23426	68	24	through	through	ADP
brj-23426	68	25	the	the	DET
brj-23426	68	26	prediction	prediction	NOUN
brj-23426	68	27	of	of	ADP
brj-23426	68	28	the	the	DET
brj-23426	68	29	plant	plant	NOUN
brj-23426	68	30	height	height	NOUN
brj-23426	68	31	model	model	NOUN
brj-23426	68	32	,	,	PUNCT
brj-23426	68	33	it	it	PRON
brj-23426	68	34	produces	produce	VERB
brj-23426	68	35	the	the	DET
brj-23426	68	36	growth	growth	NOUN
brj-23426	68	37	trend	trend	NOUN
brj-23426	68	38	of	of	ADP
brj-23426	68	39	the	the	DET
brj-23426	68	40	maize	maize	NOUN
brj-23426	68	41	plants	plant	NOUN
brj-23426	68	42	in	in	ADP
brj-23426	68	43	each	each	DET
brj-23426	68	44	period	period	NOUN
brj-23426	68	45	.	.	PUNCT
brj-23426	69	1	the	the	DET
brj-23426	69	2	research	research	NOUN
brj-23426	69	3	will	will	AUX
brj-23426	69	4	allow	allow	VERB
brj-23426	69	5	improved	improved	ADJ
brj-23426	69	6	mastery	mastery	NOUN
brj-23426	69	7	of	of	ADP
brj-23426	69	8	the	the	DET
brj-23426	69	9	growth	growth	NOUN
brj-23426	69	10	condition	condition	NOUN
brj-23426	69	11	and	and	CCONJ
brj-23426	69	12	assist	assist	VERB
brj-23426	69	13	the	the	DET
brj-23426	69	14	decision	decision	NOUN
brj-23426	69	15	-	-	PUNCT
brj-23426	69	16	making	making	NOUN
brj-23426	69	17	of	of	ADP
brj-23426	69	18	its	its	PRON
brj-23426	69	19	human	human	ADJ
brj-23426	69	20	intervention	intervention	NOUN
brj-23426	69	21	.	.	PUNCT
brj-23426	70	1	experimental	experimental	ADJ
brj-23426	70	2	growth	growth	NOUN
brj-23426	70	3	period	period	NOUN
brj-23426	70	4	identification	identification	NOUN
brj-23426	70	5	the	the	DET
brj-23426	70	6	experimental	experimental	ADJ
brj-23426	70	7	area	area	NOUN
brj-23426	70	8	was	be	AUX
brj-23426	70	9	planted	plant	VERB
brj-23426	70	10	with	with	ADP
brj-23426	70	11	maize	maize	NOUN
brj-23426	70	12	varieties	variety	NOUN
brj-23426	70	13	of	of	ADP
brj-23426	70	14	demeria	demeria	PROPN
brj-23426	70	15	d3	d3	PROPN
brj-23426	70	16	.	.	PUNCT
brj-23426	71	1	a	a	DET
brj-23426	71	2	camera	camera	NOUN
brj-23426	71	3	was	be	AUX
brj-23426	71	4	used	use	VERB
brj-23426	71	5	to	to	PART
brj-23426	71	6	take	take	VERB
brj-23426	71	7	pictures	picture	NOUN
brj-23426	71	8	,	,	PUNCT
brj-23426	71	9	as	as	SCONJ
brj-23426	71	10	shown	show	VERB
brj-23426	71	11	in	in	ADP
brj-23426	71	12	fig	fig	NOUN
brj-23426	71	13	.	.	PUNCT
brj-23426	72	1	1	1	X
brj-23426	72	2	.	.	PUNCT
brj-23426	72	3	the	the	DET
brj-23426	72	4	design	design	NOUN
brj-23426	72	5	of	of	ADP
brj-23426	72	6	the	the	DET
brj-23426	72	7	recognition	recognition	NOUN
brj-23426	72	8	model	model	NOUN
brj-23426	72	9	for	for	ADP
brj-23426	72	10	the	the	DET
brj-23426	72	11	growing	grow	VERB
brj-23426	72	12	period	period	NOUN
brj-23426	72	13	mainly	mainly	ADV
brj-23426	72	14	consisted	consist	VERB
brj-23426	72	15	of	of	ADP
brj-23426	72	16	three	three	NUM
brj-23426	72	17	parts	part	NOUN
brj-23426	72	18	,	,	PUNCT
brj-23426	72	19	namely	namely	ADV
brj-23426	72	20	,	,	PUNCT
brj-23426	72	21	the	the	DET
brj-23426	72	22	model	model	NOUN
brj-23426	72	23	construction	construction	NOUN
brj-23426	72	24	of	of	ADP
brj-23426	72	25	the	the	DET
brj-23426	72	26	training	training	NOUN
brj-23426	72	27	set	set	NOUN
brj-23426	72	28	,	,	PUNCT
brj-23426	72	29	the	the	DET
brj-23426	72	30	model	model	NOUN
brj-23426	72	31	validation	validation	NOUN
brj-23426	72	32	of	of	ADP
brj-23426	72	33	the	the	DET
brj-23426	72	34	test	test	NOUN
brj-23426	72	35	set	set	NOUN
brj-23426	72	36	,	,	PUNCT
brj-23426	72	37	and	and	CCONJ
brj-23426	72	38	the	the	DET
brj-23426	72	39	visualization	visualization	NOUN
brj-23426	72	40	processing	processing	NOUN
brj-23426	72	41	of	of	ADP
brj-23426	72	42	the	the	DET
brj-23426	72	43	model	model	NOUN
brj-23426	72	44	results	result	NOUN
brj-23426	72	45	.	.	PUNCT
brj-23426	73	1	this	this	DET
brj-23426	73	2	process	process	NOUN
brj-23426	73	3	included	include	VERB
brj-23426	73	4	taking	take	VERB
brj-23426	73	5	the	the	DET
brj-23426	73	6	preprocessed	preprocesse	VERB
brj-23426	73	7	pictures	picture	NOUN
brj-23426	73	8	as	as	ADP
brj-23426	73	9	the	the	DET
brj-23426	73	10	input	input	NOUN
brj-23426	73	11	of	of	ADP
brj-23426	73	12	the	the	DET
brj-23426	73	13	mobilenet	mobilenet	NOUN
brj-23426	73	14	model	model	NOUN
brj-23426	73	15	,	,	PUNCT
brj-23426	73	16	setting	set	VERB
brj-23426	73	17	up	up	ADP
brj-23426	73	18	the	the	DET
brj-23426	73	19	model	model	NOUN
brj-23426	73	20	parameters	parameter	NOUN
brj-23426	73	21	,	,	PUNCT
brj-23426	73	22	constructing	construct	VERB
brj-23426	73	23	the	the	DET
brj-23426	73	24	mobilenet	mobilenet	NOUN
brj-23426	73	25	model	model	NOUN
brj-23426	73	26	,	,	PUNCT
brj-23426	73	27	and	and	CCONJ
brj-23426	73	28	visualizing	visualize	VERB
brj-23426	73	29	the	the	DET
brj-23426	73	30	output	output	NOUN
brj-23426	73	31	of	of	ADP
brj-23426	73	32	the	the	DET
brj-23426	73	33	model	model	NOUN
brj-23426	73	34	.	.	PUNCT
brj-23426	74	1	visualization	visualization	NOUN
brj-23426	74	2	processing	processing	NOUN
brj-23426	74	3	,	,	PUNCT
brj-23426	74	4	due	due	ADP
brj-23426	74	5	to	to	ADP
brj-23426	74	6	the	the	DET
brj-23426	74	7	pyqt5	pyqt5	NOUN
brj-23426	74	8	library	library	NOUN
brj-23426	74	9	had	have	VERB
brj-23426	74	10	the	the	DET
brj-23426	74	11	advantages	advantage	NOUN
brj-23426	74	12	of	of	ADP
brj-23426	74	13	multiple	multiple	ADJ
brj-23426	74	14	controls	control	NOUN
brj-23426	74	15	.	.	PUNCT
brj-23426	75	1	cross	cross	ADJ
brj-23426	75	2	-	-	ADJ
brj-23426	75	3	platform	platform	ADJ
brj-23426	75	4	and	and	CCONJ
brj-23426	75	5	mature	mature	ADJ
brj-23426	75	6	technology	technology	NOUN
brj-23426	75	7	,	,	PUNCT
brj-23426	75	8	through	through	ADP
brj-23426	75	9	the	the	DET
brj-23426	75	10	python	python	NOUN
brj-23426	75	11	language	language	NOUN
brj-23426	75	12	call	call	NOUN
brj-23426	75	13	pyqt5	pyqt5	NOUN
brj-23426	75	14	library	library	NOUN
brj-23426	75	15	to	to	PART
brj-23426	75	16	design	design	VERB
brj-23426	75	17	the	the	DET
brj-23426	75	18	image	image	NOUN
brj-23426	75	19	interface	interface	NOUN
brj-23426	75	20	.	.	PUNCT
brj-23426	76	1	the	the	DET
brj-23426	76	2	recognition	recognition	NOUN
brj-23426	76	3	resulted	result	VERB
brj-23426	76	4	in	in	ADP
brj-23426	76	5	the	the	DET
brj-23426	76	6	output	output	NOUN
brj-23426	76	7	layer	layer	NOUN
brj-23426	76	8	of	of	ADP
brj-23426	76	9	the	the	DET
brj-23426	76	10	visualization	visualization	NOUN
brj-23426	76	11	processing	processing	NOUN
brj-23426	76	12	to	to	PART
brj-23426	76	13	achieve	achieve	VERB
brj-23426	76	14	the	the	DET
brj-23426	76	15	image	image	NOUN
brj-23426	76	16	classification	classification	NOUN
brj-23426	76	17	of	of	ADP
brj-23426	76	18	the	the	DET
brj-23426	76	19	growth	growth	NOUN
brj-23426	76	20	period	period	NOUN
brj-23426	76	21	of	of	ADP
brj-23426	76	22	maize	maize	NOUN
brj-23426	76	23	plants	plant	NOUN
brj-23426	76	24	.	.	PUNCT
brj-23426	77	1	acquisition	acquisition	NOUN
brj-23426	77	2	of	of	ADP
brj-23426	77	3	images	image	NOUN
brj-23426	77	4	image	image	NOUN
brj-23426	77	5	preprocessing	preprocesse	VERB
brj-23426	77	6	training	training	NOUN
brj-23426	77	7	sets	set	NOUN
brj-23426	77	8	model	model	NOUN
brj-23426	77	9	building	building	NOUN
brj-23426	77	10	test	test	NOUN
brj-23426	77	11	sets	set	VERB
brj-23426	77	12	model	model	NOUN
brj-23426	77	13	validation	validation	NOUN
brj-23426	77	14	homogenization	homogenization	NOUN
brj-23426	77	15	grayscale	grayscale	NOUN
brj-23426	77	16	normalize	normalize	VERB
brj-23426	77	17	model	model	NOUN
brj-23426	77	18	design	design	NOUN
brj-23426	77	19	growth	growth	NOUN
brj-23426	77	20	period	period	NOUN
brj-23426	77	21	identification	identification	NOUN
brj-23426	77	22	model	model	NOUN
brj-23426	77	23	results	result	VERB
brj-23426	77	24	visualization	visualization	NOUN
brj-23426	77	25	fig	fig	NOUN
brj-23426	77	26	.	.	PUNCT
brj-23426	78	1	1	1	X
brj-23426	78	2	.	.	X
brj-23426	78	3	architecture	architecture	NOUN
brj-23426	78	4	of	of	ADP
brj-23426	78	5	maize	maize	NOUN
brj-23426	78	6	plants	plant	VERB
brj-23426	78	7	the	the	DET
brj-23426	78	8	growth	growth	NOUN
brj-23426	78	9	stages	stage	NOUN
brj-23426	78	10	of	of	ADP
brj-23426	78	11	corn	corn	NOUN
brj-23426	78	12	are	be	AUX
brj-23426	78	13	divided	divide	VERB
brj-23426	78	14	into	into	ADP
brj-23426	78	15	five	five	NUM
brj-23426	78	16	phases	phase	NOUN
brj-23426	78	17	:	:	PUNCT
brj-23426	78	18	seedling	seedling	NOUN
brj-23426	78	19	stage	stage	NOUN
brj-23426	78	20	,	,	PUNCT
brj-23426	78	21	jointing	jointing	NOUN
brj-23426	78	22	stage	stage	NOUN
brj-23426	78	23	,	,	PUNCT
brj-23426	78	24	tasseling	tassele	VERB
brj-23426	78	25	stage	stage	NOUN
brj-23426	78	26	,	,	PUNCT
brj-23426	78	27	milk	milk	NOUN
brj-23426	78	28	ripening	ripening	NOUN
brj-23426	78	29	stage	stage	NOUN
brj-23426	78	30	,	,	PUNCT
brj-23426	78	31	and	and	CCONJ
brj-23426	78	32	full	full	ADJ
brj-23426	78	33	ripening	ripening	NOUN
brj-23426	78	34	stage	stage	NOUN
brj-23426	78	35	.	.	PUNCT
brj-23426	79	1	the	the	DET
brj-23426	79	2	seedling	seedling	NOUN
brj-23426	79	3	stage	stage	NOUN
brj-23426	79	4	generally	generally	ADV
brj-23426	79	5	occurs	occur	VERB
brj-23426	79	6	from	from	ADP
brj-23426	79	7	the	the	DET
brj-23426	79	8	15th	15th	NOUN
brj-23426	79	9	to	to	ADP
brj-23426	79	10	the	the	DET
brj-23426	79	11	20th	20th	ADJ
brj-23426	79	12	day	day	NOUN
brj-23426	79	13	after	after	ADP
brj-23426	79	14	sowing	sow	VERB
brj-23426	79	15	.	.	PUNCT
brj-23426	80	1	during	during	ADP
brj-23426	80	2	this	this	DET
brj-23426	80	3	stage	stage	NOUN
brj-23426	80	4	,	,	PUNCT
brj-23426	80	5	the	the	DET
brj-23426	80	6	soil	soil	NOUN
brj-23426	80	7	needs	need	VERB
brj-23426	80	8	to	to	PART
brj-23426	80	9	be	be	AUX
brj-23426	80	10	kept	keep	VERB
brj-23426	80	11	moist	moist	ADJ
brj-23426	80	12	,	,	PUNCT
brj-23426	80	13	and	and	CCONJ
brj-23426	80	14	adequate	adequate	ADJ
brj-23426	80	15	amounts	amount	NOUN
brj-23426	80	16	of	of	ADP
brj-23426	80	17	nitrogen	nitrogen	NOUN
brj-23426	80	18	,	,	PUNCT
brj-23426	80	19	phosphorus	phosphorus	NOUN
brj-23426	80	20	,	,	PUNCT
brj-23426	80	21	potassium	potassium	NOUN
brj-23426	80	22	,	,	PUNCT
brj-23426	80	23	and	and	CCONJ
brj-23426	80	24	other	other	ADJ
brj-23426	80	25	fertilizers	fertilizer	NOUN
brj-23426	80	26	should	should	AUX
brj-23426	80	27	be	be	AUX
brj-23426	80	28	applied	apply	VERB
brj-23426	80	29	to	to	PART
brj-23426	80	30	help	help	VERB
brj-23426	80	31	the	the	DET
brj-23426	80	32	seedlings	seedling	NOUN
brj-23426	80	33	establish	establish	VERB
brj-23426	80	34	healthy	healthy	ADJ
brj-23426	80	35	roots	root	NOUN
brj-23426	80	36	and	and	CCONJ
brj-23426	80	37	leaves	leave	NOUN
brj-23426	80	38	.	.	PUNCT
brj-23426	81	1	the	the	DET
brj-23426	81	2	jointing	jointing	NOUN
brj-23426	81	3	stage	stage	NOUN
brj-23426	81	4	typically	typically	ADV
brj-23426	81	5	occurs	occur	VERB
brj-23426	81	6	from	from	ADP
brj-23426	81	7	the	the	DET
brj-23426	81	8	20th	20th	NOUN
brj-23426	81	9	to	to	ADP
brj-23426	81	10	the	the	DET
brj-23426	81	11	50th	50th	ADJ
brj-23426	81	12	day	day	NOUN
brj-23426	81	13	after	after	ADP
brj-23426	81	14	sowing	sow	VERB
brj-23426	81	15	.	.	PUNCT
brj-23426	82	1	during	during	ADP
brj-23426	82	2	this	this	DET
brj-23426	82	3	stage	stage	NOUN
brj-23426	82	4	,	,	PUNCT
brj-23426	82	5	the	the	DET
brj-23426	82	6	soil	soil	NOUN
brj-23426	82	7	still	still	ADV
brj-23426	82	8	needs	need	VERB
brj-23426	82	9	to	to	PART
brj-23426	82	10	be	be	AUX
brj-23426	82	11	irrigated	irrigate	VERB
brj-23426	82	12	to	to	PART
brj-23426	82	13	maintain	maintain	VERB
brj-23426	82	14	moisture	moisture	NOUN
brj-23426	82	15	,	,	PUNCT
brj-23426	82	16	and	and	CCONJ
brj-23426	82	17	the	the	DET
brj-23426	82	18	application	application	NOUN
brj-23426	82	19	of	of	ADP
brj-23426	82	20	nitrogen	nitrogen	NOUN
brj-23426	82	21	,	,	PUNCT
brj-23426	82	22	phosphorus	phosphorus	NOUN
brj-23426	82	23	,	,	PUNCT
brj-23426	82	24	potassium	potassium	NOUN
brj-23426	82	25	,	,	PUNCT
brj-23426	82	26	and	and	CCONJ
brj-23426	82	27	other	other	ADJ
brj-23426	82	28	fertilizers	fertilizer	NOUN
brj-23426	82	29	should	should	AUX
brj-23426	82	30	be	be	AUX
brj-23426	82	31	increased	increase	VERB
brj-23426	82	32	to	to	PART
brj-23426	82	33	meet	meet	VERB
brj-23426	82	34	the	the	DET
brj-23426	82	35	needs	need	NOUN
brj-23426	82	36	of	of	ADP
brj-23426	82	37	plant	plant	NOUN
brj-23426	82	38	growth	growth	NOUN
brj-23426	82	39	.	.	PUNCT
brj-23426	83	1	the	the	DET
brj-23426	83	2	tasseling	tassele	VERB
brj-23426	83	3	stage	stage	NOUN
brj-23426	83	4	generally	generally	ADV
brj-23426	83	5	occurs	occur	VERB
brj-23426	83	6	from	from	ADP
brj-23426	83	7	the	the	DET
brj-23426	83	8	50th	50th	NOUN
brj-23426	83	9	to	to	ADP
brj-23426	83	10	the	the	DET
brj-23426	83	11	64th	64th	ADJ
brj-23426	83	12	day	day	NOUN
brj-23426	83	13	after	after	ADP
brj-23426	83	14	sowing	sow	VERB
brj-23426	83	15	.	.	PUNCT
brj-23426	84	1	during	during	ADP
brj-23426	84	2	this	this	DET
brj-23426	84	3	stage	stage	NOUN
brj-23426	84	4	,	,	PUNCT
brj-23426	84	5	potassium	potassium	NOUN
brj-23426	84	6	and	and	CCONJ
brj-23426	84	7	phosphorus	phosphorus	NOUN
brj-23426	84	8	fertilizers	fertilizer	NOUN
brj-23426	84	9	can	can	AUX
brj-23426	84	10	be	be	AUX
brj-23426	84	11	applied	apply	VERB
brj-23426	84	12	in	in	ADP
brj-23426	84	13	moderate	moderate	ADJ
brj-23426	84	14	amounts	amount	NOUN
brj-23426	84	15	to	to	PART
brj-23426	84	16	promote	promote	VERB
brj-23426	84	17	grain	grain	NOUN
brj-23426	84	18	formation	formation	NOUN
brj-23426	84	19	.	.	PUNCT
brj-23426	85	1	the	the	DET
brj-23426	85	2	milk	milk	NOUN
brj-23426	85	3	ripening	ripen	VERB
brj-23426	85	4	stage	stage	NOUN
brj-23426	85	5	generally	generally	ADV
brj-23426	85	6	occurs	occur	VERB
brj-23426	85	7	from	from	ADP
brj-23426	85	8	the	the	DET
brj-23426	85	9	64th	64th	NOUN
brj-23426	85	10	to	to	ADP
brj-23426	85	11	the	the	DET
brj-23426	85	12	peer	peer	NOUN
brj-23426	85	13	-	-	PUNCT
brj-23426	85	14	reviewed	review	VERB
brj-23426	85	15	article	article	NOUN
brj-23426	85	16	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	85	17	liang	liang	PROPN
brj-23426	85	18	et	et	PROPN
brj-23426	85	19	al	al	PROPN
brj-23426	85	20	.	.	PROPN
brj-23426	86	1	(	(	PUNCT
brj-23426	86	2	2024	2024	NUM
brj-23426	86	3	)	)	PUNCT
brj-23426	86	4	.	.	PUNCT
brj-23426	87	1	“	"	PUNCT
brj-23426	87	2	maize	maize	VERB
brj-23426	87	3	growth	growth	NOUN
brj-23426	87	4	tracking	tracking	NOUN
brj-23426	87	5	,	,	PUNCT
brj-23426	87	6	”	"	PUNCT
brj-23426	87	7	bioresources	bioresource	NOUN
brj-23426	87	8	19(3	19(3	NUM
brj-23426	87	9	)	)	PUNCT
brj-23426	87	10	,	,	PUNCT
brj-23426	87	11	5450	5450	NUM
brj-23426	87	12	-	-	SYM
brj-23426	87	13	5466	5466	NUM
brj-23426	87	14	.	.	PUNCT
brj-23426	88	1	5453	5453	NUM
brj-23426	88	2	104th	104th	ADJ
brj-23426	88	3	day	day	NOUN
brj-23426	88	4	after	after	ADP
brj-23426	88	5	sowing	sow	VERB
brj-23426	88	6	.	.	PUNCT
brj-23426	89	1	during	during	ADP
brj-23426	89	2	this	this	DET
brj-23426	89	3	stage	stage	NOUN
brj-23426	89	4	,	,	PUNCT
brj-23426	89	5	the	the	DET
brj-23426	89	6	demand	demand	NOUN
brj-23426	89	7	for	for	ADP
brj-23426	89	8	water	water	NOUN
brj-23426	89	9	and	and	CCONJ
brj-23426	89	10	nutrients	nutrient	NOUN
brj-23426	89	11	by	by	ADP
brj-23426	89	12	the	the	DET
brj-23426	89	13	plants	plant	NOUN
brj-23426	89	14	remains	remain	VERB
brj-23426	89	15	high	high	ADJ
brj-23426	89	16	,	,	PUNCT
brj-23426	89	17	especially	especially	ADV
brj-23426	89	18	for	for	ADP
brj-23426	89	19	potassium	potassium	NOUN
brj-23426	89	20	and	and	CCONJ
brj-23426	89	21	phosphorus	phosphorus	NOUN
brj-23426	89	22	.	.	PUNCT
brj-23426	90	1	the	the	DET
brj-23426	90	2	full	full	ADJ
brj-23426	90	3	ripening	ripen	VERB
brj-23426	90	4	stage	stage	NOUN
brj-23426	90	5	generally	generally	ADV
brj-23426	90	6	occurs	occur	VERB
brj-23426	90	7	from	from	ADP
brj-23426	90	8	the	the	DET
brj-23426	90	9	104th	104th	NOUN
brj-23426	90	10	to	to	ADP
brj-23426	90	11	the	the	DET
brj-23426	90	12	164th	164th	ADJ
brj-23426	90	13	day	day	NOUN
brj-23426	90	14	after	after	ADP
brj-23426	90	15	sowing	sow	VERB
brj-23426	90	16	.	.	PUNCT
brj-23426	91	1	during	during	ADP
brj-23426	91	2	this	this	DET
brj-23426	91	3	stage	stage	NOUN
brj-23426	91	4	,	,	PUNCT
brj-23426	91	5	the	the	DET
brj-23426	91	6	frequency	frequency	NOUN
brj-23426	91	7	and	and	CCONJ
brj-23426	91	8	amount	amount	NOUN
brj-23426	91	9	of	of	ADP
brj-23426	91	10	irrigation	irrigation	NOUN
brj-23426	91	11	can	can	AUX
brj-23426	91	12	gradually	gradually	ADV
brj-23426	91	13	be	be	AUX
brj-23426	91	14	reduced	reduce	VERB
brj-23426	91	15	,	,	PUNCT
brj-23426	91	16	and	and	CCONJ
brj-23426	91	17	potassium	potassium	NOUN
brj-23426	91	18	fertilizer	fertilizer	NOUN
brj-23426	91	19	can	can	AUX
brj-23426	91	20	be	be	AUX
brj-23426	91	21	applied	apply	VERB
brj-23426	91	22	in	in	ADP
brj-23426	91	23	moderate	moderate	ADJ
brj-23426	91	24	amounts	amount	NOUN
brj-23426	91	25	to	to	PART
brj-23426	91	26	promote	promote	VERB
brj-23426	91	27	grain	grain	NOUN
brj-23426	91	28	maturation	maturation	NOUN
brj-23426	91	29	and	and	CCONJ
brj-23426	91	30	improve	improve	VERB
brj-23426	91	31	quality	quality	NOUN
brj-23426	91	32	.	.	PUNCT
brj-23426	92	1	the	the	DET
brj-23426	92	2	demaya	demaya	PROPN
brj-23426	92	3	d3	d3	PROPN
brj-23426	92	4	corn	corn	NOUN
brj-23426	92	5	used	use	VERB
brj-23426	92	6	in	in	ADP
brj-23426	92	7	this	this	DET
brj-23426	92	8	study	study	NOUN
brj-23426	92	9	has	have	VERB
brj-23426	92	10	a	a	DET
brj-23426	92	11	shorter	short	ADJ
brj-23426	92	12	growth	growth	NOUN
brj-23426	92	13	cycle	cycle	NOUN
brj-23426	92	14	and	and	CCONJ
brj-23426	92	15	faster	fast	ADJ
brj-23426	92	16	growth	growth	NOUN
brj-23426	92	17	rate	rate	NOUN
brj-23426	92	18	compared	compare	VERB
brj-23426	92	19	to	to	ADP
brj-23426	92	20	field	field	NOUN
brj-23426	92	21	corn	corn	NOUN
brj-23426	92	22	.	.	PUNCT
brj-23426	93	1	under	under	ADP
brj-23426	93	2	specific	specific	ADJ
brj-23426	93	3	growth	growth	NOUN
brj-23426	93	4	conditions	condition	NOUN
brj-23426	93	5	,	,	PUNCT
brj-23426	93	6	it	it	PRON
brj-23426	93	7	can	can	AUX
brj-23426	93	8	grow	grow	VERB
brj-23426	93	9	and	and	CCONJ
brj-23426	93	10	mature	mature	VERB
brj-23426	93	11	more	more	ADV
brj-23426	93	12	quickly	quickly	ADV
brj-23426	93	13	,	,	PUNCT
brj-23426	93	14	which	which	PRON
brj-23426	93	15	is	be	AUX
brj-23426	93	16	advantageous	advantageous	ADJ
brj-23426	93	17	for	for	ADP
brj-23426	93	18	repeated	repeat	VERB
brj-23426	93	19	experiments	experiment	NOUN
brj-23426	93	20	.	.	PUNCT
brj-23426	94	1	the	the	DET
brj-23426	94	2	hikvision	hikvision	NOUN
brj-23426	94	3	mv	mv	PROPN
brj-23426	94	4	-	-	PUNCT
brj-23426	94	5	cu120	cu120	ADJ
brj-23426	94	6	-	-	PUNCT
brj-23426	94	7	10gc	10gc	ADJ
brj-23426	94	8	industrial	industrial	ADJ
brj-23426	94	9	camera	camera	NOUN
brj-23426	94	10	was	be	AUX
brj-23426	94	11	used	use	VERB
brj-23426	94	12	to	to	PART
brj-23426	94	13	capture	capture	VERB
brj-23426	94	14	images	image	NOUN
brj-23426	94	15	of	of	ADP
brj-23426	94	16	corn	corn	NOUN
brj-23426	94	17	plants	plant	NOUN
brj-23426	94	18	in	in	ADP
brj-23426	94	19	this	this	DET
brj-23426	94	20	study	study	NOUN
brj-23426	94	21	.	.	PUNCT
brj-23426	95	1	this	this	DET
brj-23426	95	2	camera	camera	NOUN
brj-23426	95	3	has	have	VERB
brj-23426	95	4	a	a	DET
brj-23426	95	5	resolution	resolution	NOUN
brj-23426	95	6	of	of	ADP
brj-23426	95	7	4024	4024	NUM
brj-23426	95	8	×	×	NOUN
brj-23426	95	9	3036	3036	NUM
brj-23426	95	10	,	,	PUNCT
brj-23426	95	11	a	a	DET
brj-23426	95	12	maximum	maximum	ADJ
brj-23426	95	13	frame	frame	NOUN
brj-23426	95	14	rate	rate	NOUN
brj-23426	95	15	of	of	ADP
brj-23426	95	16	9.7	9.7	NUM
brj-23426	95	17	fps	fps	PROPN
brj-23426	95	18	,	,	PUNCT
brj-23426	95	19	and	and	CCONJ
brj-23426	95	20	a	a	DET
brj-23426	95	21	pixel	pixel	NOUN
brj-23426	95	22	size	size	NOUN
brj-23426	95	23	of	of	ADP
brj-23426	95	24	1.85	1.85	NUM
brj-23426	95	25	μm	μm	NUM
brj-23426	95	26	×	×	NOUN
brj-23426	95	27	1.85	1.85	NUM
brj-23426	95	28	μm	μm	NOUN
brj-23426	95	29	.	.	PUNCT
brj-23426	96	1	images	image	NOUN
brj-23426	96	2	of	of	ADP
brj-23426	96	3	maize	maize	NOUN
brj-23426	96	4	plants	plant	NOUN
brj-23426	96	5	were	be	AUX
brj-23426	96	6	captured	capture	VERB
brj-23426	96	7	at	at	ADP
brj-23426	96	8	regular	regular	ADJ
brj-23426	96	9	intervals	interval	NOUN
brj-23426	96	10	using	use	VERB
brj-23426	96	11	a	a	DET
brj-23426	96	12	camera	camera	NOUN
brj-23426	96	13	to	to	PART
brj-23426	96	14	record	record	VERB
brj-23426	96	15	the	the	DET
brj-23426	96	16	growth	growth	NOUN
brj-23426	96	17	process	process	NOUN
brj-23426	96	18	of	of	ADP
brj-23426	96	19	maize	maize	NOUN
brj-23426	96	20	at	at	ADP
brj-23426	96	21	various	various	ADJ
brj-23426	96	22	stages	stage	NOUN
brj-23426	96	23	,	,	PUNCT
brj-23426	96	24	as	as	SCONJ
brj-23426	96	25	shown	show	VERB
brj-23426	96	26	in	in	ADP
brj-23426	96	27	table	table	NOUN
brj-23426	96	28	1	1	NUM
brj-23426	96	29	.	.	PUNCT
brj-23426	97	1	maize	maize	NOUN
brj-23426	97	2	was	be	AUX
brj-23426	97	3	planted	plant	VERB
brj-23426	97	4	for	for	ADP
brj-23426	97	5	a	a	DET
brj-23426	97	6	total	total	NOUN
brj-23426	97	7	of	of	ADP
brj-23426	97	8	116	116	NUM
brj-23426	97	9	days	day	NOUN
brj-23426	97	10	,	,	PUNCT
brj-23426	97	11	with	with	ADP
brj-23426	97	12	1000	1000	NUM
brj-23426	97	13	pictures	picture	NOUN
brj-23426	97	14	taken	take	VERB
brj-23426	97	15	in	in	ADP
brj-23426	97	16	each	each	DET
brj-23426	97	17	period	period	NOUN
brj-23426	97	18	,	,	PUNCT
brj-23426	97	19	totaling	total	VERB
brj-23426	97	20	5000	5000	NUM
brj-23426	97	21	pictures	picture	NOUN
brj-23426	97	22	to	to	PART
brj-23426	97	23	construct	construct	VERB
brj-23426	97	24	the	the	DET
brj-23426	97	25	maize	maize	NOUN
brj-23426	97	26	plant	plant	NOUN
brj-23426	97	27	image	image	NOUN
brj-23426	97	28	dataset	dataset	NOUN
brj-23426	97	29	.	.	PUNCT
brj-23426	98	1	the	the	DET
brj-23426	98	2	dataset	dataset	NOUN
brj-23426	98	3	was	be	AUX
brj-23426	98	4	then	then	ADV
brj-23426	98	5	divided	divide	VERB
brj-23426	98	6	into	into	ADP
brj-23426	98	7	training	training	NOUN
brj-23426	98	8	and	and	CCONJ
brj-23426	98	9	testing	testing	NOUN
brj-23426	98	10	sets	set	NOUN
brj-23426	98	11	in	in	ADP
brj-23426	98	12	a	a	DET
brj-23426	98	13	ratio	ratio	NOUN
brj-23426	98	14	of	of	ADP
brj-23426	98	15	0.8:0.2	0.8:0.2	NOUN
brj-23426	98	16	,	,	PUNCT
brj-23426	98	17	with	with	ADP
brj-23426	98	18	4000	4000	NUM
brj-23426	98	19	pictures	picture	NOUN
brj-23426	98	20	in	in	ADP
brj-23426	98	21	the	the	DET
brj-23426	98	22	training	training	NOUN
brj-23426	98	23	set	set	NOUN
brj-23426	98	24	and	and	CCONJ
brj-23426	98	25	1000	1000	NUM
brj-23426	98	26	pictures	picture	NOUN
brj-23426	98	27	in	in	ADP
brj-23426	98	28	the	the	DET
brj-23426	98	29	testing	testing	NOUN
brj-23426	98	30	set	set	NOUN
brj-23426	98	31	.	.	PUNCT
brj-23426	99	1	the	the	DET
brj-23426	99	2	pictures	picture	NOUN
brj-23426	99	3	in	in	ADP
brj-23426	99	4	the	the	DET
brj-23426	99	5	training	training	NOUN
brj-23426	99	6	set	set	NOUN
brj-23426	99	7	were	be	AUX
brj-23426	99	8	used	use	VERB
brj-23426	99	9	to	to	PART
brj-23426	99	10	train	train	VERB
brj-23426	99	11	the	the	DET
brj-23426	99	12	mobilenet	mobilenet	NOUN
brj-23426	99	13	model	model	NOUN
brj-23426	99	14	,	,	PUNCT
brj-23426	99	15	while	while	SCONJ
brj-23426	99	16	the	the	DET
brj-23426	99	17	pictures	picture	NOUN
brj-23426	99	18	in	in	ADP
brj-23426	99	19	the	the	DET
brj-23426	99	20	testing	testing	NOUN
brj-23426	99	21	set	set	NOUN
brj-23426	99	22	were	be	AUX
brj-23426	99	23	used	use	VERB
brj-23426	99	24	to	to	PART
brj-23426	99	25	validate	validate	VERB
brj-23426	99	26	the	the	DET
brj-23426	99	27	training	training	NOUN
brj-23426	99	28	effectiveness	effectiveness	NOUN
brj-23426	99	29	of	of	ADP
brj-23426	99	30	the	the	DET
brj-23426	99	31	mobilenet	mobilenet	NOUN
brj-23426	99	32	model	model	NOUN
brj-23426	99	33	.	.	PUNCT
brj-23426	100	1	table	table	NOUN
brj-23426	100	2	1	1	NUM
brj-23426	100	3	.	.	PUNCT
brj-23426	100	4	planting	plant	VERB
brj-23426	100	5	status	status	NOUN
brj-23426	100	6	of	of	ADP
brj-23426	100	7	maize	maize	NOUN
brj-23426	100	8	plants	plant	NOUN
brj-23426	100	9	was	be	AUX
brj-23426	100	10	recorded	record	VERB
brj-23426	100	11	period	period	NOUN
brj-23426	100	12	planting	planting	NOUN
brj-23426	100	13	date	date	NOUN
brj-23426	100	14	planting	planting	NOUN
brj-23426	100	15	days	day	NOUN
brj-23426	100	16	seedling	seedling	NOUN
brj-23426	100	17	stage	stage	NOUN
brj-23426	100	18	from	from	ADP
brj-23426	100	19	may	may	PROPN
brj-23426	100	20	26th	26th	NOUN
brj-23426	100	21	to	to	ADP
brj-23426	100	22	june	june	PROPN
brj-23426	100	23	20th	20th	PROPN
brj-23426	100	24	26	26	NUM
brj-23426	100	25	jointing	jointing	NOUN
brj-23426	100	26	stage	stage	NOUN
brj-23426	100	27	from	from	ADP
brj-23426	100	28	june	june	PROPN
brj-23426	100	29	21	21	NUM
brj-23426	100	30	to	to	ADP
brj-23426	100	31	july	july	PROPN
brj-23426	100	32	15	15	NUM
brj-23426	100	33	25	25	NUM
brj-23426	100	34	stamen	staman	NOUN
brj-23426	100	35	extraction	extraction	NOUN
brj-23426	100	36	stage	stage	NOUN
brj-23426	100	37	from	from	ADP
brj-23426	100	38	july	july	PROPN
brj-23426	100	39	16	16	NUM
brj-23426	100	40	to	to	ADP
brj-23426	100	41	august	august	PROPN
brj-23426	100	42	7	7	NUM
brj-23426	100	43	23	23	NUM
brj-23426	100	44	milk	milk	NOUN
brj-23426	100	45	stage	stage	NOUN
brj-23426	100	46	from	from	ADP
brj-23426	100	47	august	august	PROPN
brj-23426	100	48	8	8	NUM
brj-23426	100	49	to	to	ADP
brj-23426	100	50	august	august	PROPN
brj-23426	100	51	27	27	NUM
brj-23426	100	52	20	20	NUM
brj-23426	100	53	full	full	ADJ
brj-23426	100	54	ripe	ripe	ADJ
brj-23426	100	55	stage	stage	NOUN
brj-23426	100	56	from	from	ADP
brj-23426	100	57	august	august	PROPN
brj-23426	100	58	28	28	NUM
brj-23426	100	59	to	to	PART
brj-23426	100	60	september	september	PROPN
brj-23426	100	61	18	18	NUM
brj-23426	100	62	22	22	NUM
brj-23426	100	63	on	on	ADP
brj-23426	100	64	-	-	PUNCT
brj-23426	100	65	site	site	NOUN
brj-23426	100	66	images	image	NOUN
brj-23426	100	67	of	of	ADP
brj-23426	100	68	maize	maize	NOUN
brj-23426	100	69	plants	plant	NOUN
brj-23426	100	70	at	at	ADP
brj-23426	100	71	seedling	seedling	NOUN
brj-23426	100	72	,	,	PUNCT
brj-23426	100	73	nodulation	nodulation	NOUN
brj-23426	100	74	,	,	PUNCT
brj-23426	100	75	and	and	CCONJ
brj-23426	100	76	stamen	staman	NOUN
brj-23426	100	77	extraction	extraction	NOUN
brj-23426	100	78	stages	stage	NOUN
brj-23426	100	79	were	be	AUX
brj-23426	100	80	taken	take	VERB
brj-23426	100	81	to	to	PART
brj-23426	100	82	build	build	VERB
brj-23426	100	83	a	a	DET
brj-23426	100	84	dataset	dataset	NOUN
brj-23426	100	85	with	with	ADP
brj-23426	100	86	which	which	PRON
brj-23426	100	87	to	to	PART
brj-23426	100	88	perform	perform	VERB
brj-23426	100	89	data	datum	NOUN
brj-23426	100	90	preprocessing	preprocesse	VERB
brj-23426	100	91	operations	operation	NOUN
brj-23426	100	92	.	.	PUNCT
brj-23426	101	1	the	the	DET
brj-23426	101	2	integrity	integrity	NOUN
brj-23426	101	3	and	and	CCONJ
brj-23426	101	4	accuracy	accuracy	NOUN
brj-23426	101	5	of	of	ADP
brj-23426	101	6	the	the	DET
brj-23426	101	7	images	image	NOUN
brj-23426	101	8	were	be	AUX
brj-23426	101	9	retained	retain	VERB
brj-23426	101	10	while	while	SCONJ
brj-23426	101	11	serving	serve	VERB
brj-23426	101	12	the	the	DET
brj-23426	101	13	purpose	purpose	NOUN
brj-23426	101	14	of	of	ADP
brj-23426	101	15	data	datum	NOUN
brj-23426	101	16	enhancement	enhancement	NOUN
brj-23426	101	17	of	of	ADP
brj-23426	101	18	the	the	DET
brj-23426	101	19	original	original	ADJ
brj-23426	101	20	images	image	NOUN
brj-23426	101	21	to	to	PART
brj-23426	101	22	improve	improve	VERB
brj-23426	101	23	the	the	DET
brj-23426	101	24	generalization	generalization	NOUN
brj-23426	101	25	ability	ability	NOUN
brj-23426	101	26	when	when	SCONJ
brj-23426	101	27	training	train	VERB
brj-23426	101	28	the	the	DET
brj-23426	101	29	model	model	NOUN
brj-23426	101	30	.	.	PUNCT
brj-23426	102	1	due	due	ADP
brj-23426	102	2	to	to	ADP
brj-23426	102	3	variations	variation	NOUN
brj-23426	102	4	in	in	ADP
brj-23426	102	5	shooting	shoot	VERB
brj-23426	102	6	angles	angle	NOUN
brj-23426	102	7	,	,	PUNCT
brj-23426	102	8	the	the	DET
brj-23426	102	9	captured	capture	VERB
brj-23426	102	10	images	image	NOUN
brj-23426	102	11	exhibit	exhibit	VERB
brj-23426	102	12	different	different	ADJ
brj-23426	102	13	orientations	orientation	NOUN
brj-23426	102	14	,	,	PUNCT
brj-23426	102	15	necessitating	necessitate	VERB
brj-23426	102	16	normalization	normalization	NOUN
brj-23426	102	17	of	of	ADP
brj-23426	102	18	the	the	DET
brj-23426	102	19	obtained	obtain	VERB
brj-23426	102	20	images	image	NOUN
brj-23426	102	21	.	.	PUNCT
brj-23426	103	1	converting	convert	VERB
brj-23426	103	2	the	the	DET
brj-23426	103	3	color	color	NOUN
brj-23426	103	4	images	image	NOUN
brj-23426	103	5	to	to	ADP
brj-23426	103	6	grayscale	grayscale	NOUN
brj-23426	103	7	aids	aid	NOUN
brj-23426	103	8	in	in	ADP
brj-23426	103	9	extracting	extract	VERB
brj-23426	103	10	structural	structural	ADJ
brj-23426	103	11	details	detail	NOUN
brj-23426	103	12	,	,	PUNCT
brj-23426	103	13	better	well	ADV
brj-23426	103	14	reflecting	reflect	VERB
brj-23426	103	15	the	the	DET
brj-23426	103	16	target	target	NOUN
brj-23426	103	17	area	area	NOUN
brj-23426	103	18	of	of	ADP
brj-23426	103	19	the	the	DET
brj-23426	103	20	maize	maize	NOUN
brj-23426	103	21	plants	plant	NOUN
brj-23426	103	22	compared	compare	VERB
brj-23426	103	23	to	to	ADP
brj-23426	103	24	the	the	DET
brj-23426	103	25	original	original	ADJ
brj-23426	103	26	images	image	NOUN
brj-23426	103	27	.	.	PUNCT
brj-23426	104	1	finally	finally	ADV
brj-23426	104	2	,	,	PUNCT
brj-23426	104	3	during	during	ADP
brj-23426	104	4	the	the	DET
brj-23426	104	5	process	process	NOUN
brj-23426	104	6	of	of	ADP
brj-23426	104	7	image	image	NOUN
brj-23426	104	8	equalization	equalization	NOUN
brj-23426	104	9	,	,	PUNCT
brj-23426	104	10	adjustments	adjustment	NOUN
brj-23426	104	11	are	be	AUX
brj-23426	104	12	made	make	VERB
brj-23426	104	13	to	to	ADP
brj-23426	104	14	the	the	DET
brj-23426	104	15	pixel	pixel	PROPN
brj-23426	104	16	grayscale	grayscale	NOUN
brj-23426	104	17	values	value	NOUN
brj-23426	104	18	to	to	PART
brj-23426	104	19	find	find	VERB
brj-23426	104	20	the	the	DET
brj-23426	104	21	optimal	optimal	ADJ
brj-23426	104	22	threshold	threshold	NOUN
brj-23426	104	23	for	for	ADP
brj-23426	104	24	maize	maize	NOUN
brj-23426	104	25	plant	plant	NOUN
brj-23426	104	26	images	image	NOUN
brj-23426	104	27	,	,	PUNCT
brj-23426	104	28	thereby	thereby	ADV
brj-23426	104	29	reducing	reduce	VERB
brj-23426	104	30	issues	issue	NOUN
brj-23426	104	31	such	such	ADJ
brj-23426	104	32	as	as	ADP
brj-23426	104	33	overexposure	overexposure	NOUN
brj-23426	104	34	or	or	CCONJ
brj-23426	104	35	underexposure	underexposure	NOUN
brj-23426	104	36	during	during	ADP
brj-23426	104	37	image	image	NOUN
brj-23426	104	38	acquisition	acquisition	NOUN
brj-23426	104	39	.	.	PUNCT
brj-23426	105	1	fig	fig	NOUN
brj-23426	105	2	.	.	PUNCT
brj-23426	106	1	2	2	X
brj-23426	106	2	.	.	X
brj-23426	106	3	image	image	NOUN
brj-23426	106	4	processing	processing	NOUN
brj-23426	106	5	peer	peer	NOUN
brj-23426	106	6	-	-	PUNCT
brj-23426	106	7	reviewed	review	VERB
brj-23426	106	8	article	article	NOUN
brj-23426	106	9	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	106	10	liang	liang	PROPN
brj-23426	106	11	et	et	PROPN
brj-23426	106	12	al	al	PROPN
brj-23426	106	13	.	.	PROPN
brj-23426	107	1	(	(	PUNCT
brj-23426	107	2	2024	2024	NUM
brj-23426	107	3	)	)	PUNCT
brj-23426	107	4	.	.	PUNCT
brj-23426	108	1	“	"	PUNCT
brj-23426	108	2	maize	maize	VERB
brj-23426	108	3	growth	growth	NOUN
brj-23426	108	4	tracking	tracking	NOUN
brj-23426	108	5	,	,	PUNCT
brj-23426	108	6	”	"	PUNCT
brj-23426	108	7	bioresources	bioresource	NOUN
brj-23426	108	8	19(3	19(3	NUM
brj-23426	108	9	)	)	PUNCT
brj-23426	108	10	,	,	PUNCT
brj-23426	108	11	5450	5450	NUM
brj-23426	108	12	-	-	SYM
brj-23426	108	13	5466	5466	NUM
brj-23426	108	14	.	.	PUNCT
brj-23426	108	15	5454	5454	NUM
brj-23426	108	16	through	through	ADP
brj-23426	108	17	image	image	NOUN
brj-23426	108	18	equalization	equalization	NOUN
brj-23426	108	19	,	,	PUNCT
brj-23426	108	20	the	the	DET
brj-23426	108	21	grayscale	grayscale	NOUN
brj-23426	108	22	values	value	NOUN
brj-23426	108	23	of	of	ADP
brj-23426	108	24	pixels	pixel	NOUN
brj-23426	108	25	are	be	AUX
brj-23426	108	26	adjusted	adjust	VERB
brj-23426	108	27	,	,	PUNCT
brj-23426	108	28	and	and	CCONJ
brj-23426	108	29	the	the	DET
brj-23426	108	30	cumulative	cumulative	ADJ
brj-23426	108	31	distribution	distribution	NOUN
brj-23426	108	32	function	function	NOUN
brj-23426	108	33	of	of	ADP
brj-23426	108	34	the	the	DET
brj-23426	108	35	original	original	ADJ
brj-23426	108	36	image	image	NOUN
brj-23426	108	37	is	be	AUX
brj-23426	108	38	computed	compute	VERB
brj-23426	108	39	to	to	PART
brj-23426	108	40	find	find	VERB
brj-23426	108	41	the	the	DET
brj-23426	108	42	optimal	optimal	ADJ
brj-23426	108	43	threshold	threshold	NOUN
brj-23426	108	44	for	for	ADP
brj-23426	108	45	maize	maize	NOUN
brj-23426	108	46	plant	plant	NOUN
brj-23426	108	47	images	image	NOUN
brj-23426	108	48	.	.	PUNCT
brj-23426	109	1	this	this	PRON
brj-23426	109	2	further	far	ADV
brj-23426	109	3	extends	extend	VERB
brj-23426	109	4	the	the	DET
brj-23426	109	5	dynamic	dynamic	ADJ
brj-23426	109	6	range	range	NOUN
brj-23426	109	7	of	of	ADP
brj-23426	109	8	pixel	pixel	PROPN
brj-23426	109	9	grayscale	grayscale	NOUN
brj-23426	109	10	values	value	NOUN
brj-23426	109	11	,	,	PUNCT
brj-23426	109	12	ensuring	ensure	VERB
brj-23426	109	13	a	a	DET
brj-23426	109	14	more	more	ADV
brj-23426	109	15	uniform	uniform	ADJ
brj-23426	109	16	distribution	distribution	NOUN
brj-23426	109	17	of	of	ADP
brj-23426	109	18	grayscale	grayscale	NOUN
brj-23426	109	19	level	level	NOUN
brj-23426	109	20	distribution	distribution	NOUN
brj-23426	109	21	values	value	NOUN
brj-23426	109	22	,	,	PUNCT
brj-23426	109	23	effectively	effectively	ADV
brj-23426	109	24	enhancing	enhance	VERB
brj-23426	109	25	the	the	DET
brj-23426	109	26	contrast	contrast	NOUN
brj-23426	109	27	and	and	CCONJ
brj-23426	109	28	clarity	clarity	NOUN
brj-23426	109	29	of	of	ADP
brj-23426	109	30	maize	maize	NOUN
brj-23426	109	31	plant	plant	NOUN
brj-23426	109	32	images	image	NOUN
brj-23426	109	33	while	while	SCONJ
brj-23426	109	34	minimizing	minimize	VERB
brj-23426	109	35	issues	issue	NOUN
brj-23426	109	36	arising	arise	VERB
brj-23426	109	37	from	from	ADP
brj-23426	109	38	excessive	excessive	ADJ
brj-23426	109	39	brightness	brightness	NOUN
brj-23426	109	40	or	or	CCONJ
brj-23426	109	41	darkness	darkness	NOUN
brj-23426	109	42	during	during	ADP
brj-23426	109	43	image	image	NOUN
brj-23426	109	44	capture	capture	NOUN
brj-23426	109	45	,	,	PUNCT
brj-23426	109	46	as	as	SCONJ
brj-23426	109	47	shown	show	VERB
brj-23426	109	48	in	in	ADP
brj-23426	109	49	fig	fig	NOUN
brj-23426	109	50	.	.	PUNCT
brj-23426	110	1	2	2	X
brj-23426	110	2	.	.	X
brj-23426	110	3	growth	growth	NOUN
brj-23426	110	4	period	period	NOUN
brj-23426	110	5	modelling	model	VERB
brj-23426	110	6	the	the	DET
brj-23426	110	7	mobilenet	mobilenet	NOUN
brj-23426	110	8	network	network	NOUN
brj-23426	110	9	model	model	NOUN
brj-23426	110	10	consisted	consist	VERB
brj-23426	110	11	of	of	ADP
brj-23426	110	12	an	an	DET
brj-23426	110	13	input	input	NOUN
brj-23426	110	14	layer	layer	NOUN
brj-23426	110	15	,	,	PUNCT
brj-23426	110	16	convolutional	convolutional	ADJ
brj-23426	110	17	layer	layer	NOUN
brj-23426	110	18	,	,	PUNCT
brj-23426	110	19	pooling	pool	VERB
brj-23426	110	20	layer	layer	NOUN
brj-23426	110	21	,	,	PUNCT
brj-23426	110	22	fully	fully	ADV
brj-23426	110	23	connected	connected	ADJ
brj-23426	110	24	layer	layer	NOUN
brj-23426	110	25	,	,	PUNCT
brj-23426	110	26	and	and	CCONJ
brj-23426	110	27	an	an	DET
brj-23426	110	28	output	output	NOUN
brj-23426	110	29	layer	layer	NOUN
brj-23426	110	30	(	(	PUNCT
brj-23426	110	31	pan	pan	NOUN
brj-23426	110	32	2022	2022	NUM
brj-23426	110	33	)	)	PUNCT
brj-23426	110	34	.	.	PUNCT
brj-23426	111	1	the	the	DET
brj-23426	111	2	deep	deep	ADJ
brj-23426	111	3	learning	learning	NOUN
brj-23426	111	4	framework	framework	NOUN
brj-23426	111	5	of	of	ADP
brj-23426	111	6	pytorch	pytorch	NOUN
brj-23426	111	7	was	be	AUX
brj-23426	111	8	written	write	VERB
brj-23426	111	9	using	use	VERB
brj-23426	111	10	python	python	NOUN
brj-23426	111	11	language	language	NOUN
brj-23426	111	12	.	.	PUNCT
brj-23426	112	1	the	the	DET
brj-23426	112	2	number	number	NOUN
brj-23426	112	3	of	of	ADP
brj-23426	112	4	training	training	NOUN
brj-23426	112	5	rounds	round	NOUN
brj-23426	112	6	of	of	ADP
brj-23426	112	7	the	the	DET
brj-23426	112	8	model	model	NOUN
brj-23426	112	9	was	be	AUX
brj-23426	112	10	set	set	VERB
brj-23426	112	11	through	through	ADP
brj-23426	112	12	the	the	DET
brj-23426	112	13	input	input	NOUN
brj-23426	112	14	layer	layer	NOUN
brj-23426	112	15	to	to	PART
brj-23426	112	16	read	read	VERB
brj-23426	112	17	the	the	DET
brj-23426	112	18	matrix	matrix	NOUN
brj-23426	112	19	information	information	NOUN
brj-23426	112	20	in	in	ADP
brj-23426	112	21	the	the	DET
brj-23426	112	22	collected	collect	VERB
brj-23426	112	23	images	image	NOUN
brj-23426	112	24	of	of	ADP
brj-23426	112	25	maize	maize	NOUN
brj-23426	112	26	plants	plant	NOUN
brj-23426	112	27	.	.	PUNCT
brj-23426	113	1	the	the	DET
brj-23426	113	2	convolution	convolution	NOUN
brj-23426	113	3	layer	layer	NOUN
brj-23426	113	4	reduced	reduce	VERB
brj-23426	113	5	the	the	DET
brj-23426	113	6	dimensionality	dimensionality	NOUN
brj-23426	113	7	of	of	ADP
brj-23426	113	8	the	the	DET
brj-23426	113	9	images	image	NOUN
brj-23426	113	10	of	of	ADP
brj-23426	113	11	maize	maize	NOUN
brj-23426	113	12	plants	plant	NOUN
brj-23426	113	13	.	.	PUNCT
brj-23426	114	1	the	the	DET
brj-23426	114	2	pooling	pool	VERB
brj-23426	114	3	layer	layer	NOUN
brj-23426	114	4	turned	turn	VERB
brj-23426	114	5	the	the	DET
brj-23426	114	6	3	3	NUM
brj-23426	114	7	×	×	NOUN
brj-23426	114	8	3	3	NUM
brj-23426	114	9	depth	depth	NOUN
brj-23426	114	10	convolution	convolution	NOUN
brj-23426	114	11	into	into	ADP
brj-23426	114	12	a	a	DET
brj-23426	114	13	1	1	NUM
brj-23426	114	14	×	×	NOUN
brj-23426	114	15	1	1	NUM
brj-23426	114	16	point	point	NOUN
brj-23426	114	17	-	-	PUNCT
brj-23426	114	18	bypoint	bypoint	NOUN
brj-23426	114	19	convolution	convolution	NOUN
brj-23426	114	20	.	.	PUNCT
brj-23426	115	1	the	the	DET
brj-23426	115	2	local	local	ADJ
brj-23426	115	3	features	feature	NOUN
brj-23426	115	4	of	of	ADP
brj-23426	115	5	the	the	DET
brj-23426	115	6	maize	maize	NOUN
brj-23426	115	7	plants	plant	NOUN
brj-23426	115	8	in	in	ADP
brj-23426	115	9	each	each	DET
brj-23426	115	10	period	period	NOUN
brj-23426	115	11	of	of	ADP
brj-23426	115	12	growth	growth	NOUN
brj-23426	115	13	were	be	AUX
brj-23426	115	14	extracted	extract	VERB
brj-23426	115	15	through	through	ADP
brj-23426	115	16	the	the	DET
brj-23426	115	17	convolution	convolution	NOUN
brj-23426	115	18	kernel	kernel	NOUN
brj-23426	115	19	to	to	PART
brj-23426	115	20	realize	realize	VERB
brj-23426	115	21	the	the	DET
brj-23426	115	22	classification	classification	NOUN
brj-23426	115	23	of	of	ADP
brj-23426	115	24	the	the	DET
brj-23426	115	25	images	image	NOUN
brj-23426	115	26	.	.	PUNCT
brj-23426	116	1	finally	finally	ADV
brj-23426	116	2	,	,	PUNCT
brj-23426	116	3	the	the	DET
brj-23426	116	4	output	output	NOUN
brj-23426	116	5	layer	layer	NOUN
brj-23426	116	6	calculated	calculate	VERB
brj-23426	116	7	the	the	DET
brj-23426	116	8	error	error	NOUN
brj-23426	116	9	range	range	NOUN
brj-23426	116	10	of	of	ADP
brj-23426	116	11	the	the	DET
brj-23426	116	12	number	number	NOUN
brj-23426	116	13	of	of	ADP
brj-23426	116	14	iterations	iteration	NOUN
brj-23426	116	15	in	in	ADP
brj-23426	116	16	each	each	DET
brj-23426	116	17	round	round	NOUN
brj-23426	116	18	to	to	PART
brj-23426	116	19	improve	improve	VERB
brj-23426	116	20	the	the	DET
brj-23426	116	21	growth	growth	NOUN
brj-23426	116	22	period	period	NOUN
brj-23426	116	23	of	of	ADP
brj-23426	116	24	maize	maize	NOUN
brj-23426	116	25	plant	plant	NOUN
brj-23426	116	26	recognition	recognition	NOUN
brj-23426	116	27	accuracy	accuracy	NOUN
brj-23426	116	28	.	.	PUNCT
brj-23426	117	1	the	the	DET
brj-23426	117	2	model	model	NOUN
brj-23426	117	3	results	result	NOUN
brj-23426	117	4	were	be	AUX
brj-23426	117	5	obtained	obtain	VERB
brj-23426	117	6	by	by	ADP
brj-23426	117	7	the	the	DET
brj-23426	117	8	following	follow	VERB
brj-23426	117	9	equations	equation	NOUN
brj-23426	117	10	,	,	PUNCT
brj-23426	117	11	s	s	VERB
brj-23426	117	12	fw	fw	PROPN
brj-23426	117	13	w	w	PROPN
brj-23426	117	14	−	−	NOUN
brj-23426	117	15	=	=	SYM
brj-23426	117	16	2	2	NUM
brj-23426	117	17	3	3	NUM
brj-23426	117	18	(	(	PUNCT
brj-23426	117	19	1	1	NUM
brj-23426	117	20	)	)	PUNCT
brj-23426	117	21	1	1	NUM
brj-23426	117	22	21	21	NUM
brj-23426	117	23	2	2	NUM
brj-23426	117	24	+	+	CCONJ
brj-23426	117	25	+	+	ADJ
brj-23426	117	26	−	−	NOUN
brj-23426	117	27	=	=	SYM
brj-23426	117	28	s	s	PART
brj-23426	117	29	pkw	pkw	PROPN
brj-23426	117	30	w	w	PROPN
brj-23426	117	31	(	(	PUNCT
brj-23426	117	32	2	2	NUM
brj-23426	117	33	)	)	PUNCT
brj-23426	117	34	12	12	NUM
brj-23426	117	35	3	3	NUM
brj-23426	117	36	+	+	CCONJ
brj-23426	118	1	−	−	PROPN
brj-23426	118	2	=	=	SYM
brj-23426	118	3	s	s	PROPN
brj-23426	118	4	fh	fh	PROPN
brj-23426	118	5	h	h	NOUN
brj-23426	118	6	(	(	PUNCT
brj-23426	118	7	3	3	NUM
brj-23426	118	8	)	)	PUNCT
brj-23426	118	9	1	1	NUM
brj-23426	118	10	21	21	NUM
brj-23426	118	11	2	2	NUM
brj-23426	118	12	+	+	CCONJ
brj-23426	118	13	+	+	ADJ
brj-23426	118	14	−	−	NOUN
brj-23426	118	15	=	=	SYM
brj-23426	118	16	s	s	VERB
brj-23426	118	17	pkh	pkh	NOUN
brj-23426	118	18	h	h	NOUN
brj-23426	118	19	(	(	PUNCT
brj-23426	118	20	4	4	NUM
brj-23426	118	21	)	)	PUNCT
brj-23426	118	22	23	23	NUM
brj-23426	119	1	dd	dd	NOUN
brj-23426	119	2	=	=	SYM
brj-23426	119	3	(	(	PUNCT
brj-23426	119	4	5	5	NUM
brj-23426	119	5	)	)	PUNCT
brj-23426	119	6	12	12	NUM
brj-23426	119	7	dd	dd	NOUN
brj-23426	119	8	=	=	SYM
brj-23426	119	9	(	(	PUNCT
brj-23426	119	10	6	6	NUM
brj-23426	119	11	)	)	PUNCT
brj-23426	119	12	where	where	SCONJ
brj-23426	119	13	w	w	NOUN
brj-23426	119	14	is	be	AUX
brj-23426	119	15	the	the	DET
brj-23426	119	16	width	width	NOUN
brj-23426	119	17	of	of	ADP
brj-23426	119	18	the	the	DET
brj-23426	119	19	image	image	NOUN
brj-23426	119	20	,	,	PUNCT
brj-23426	119	21	w1	w1	NOUN
brj-23426	119	22	is	be	AUX
brj-23426	119	23	the	the	DET
brj-23426	119	24	width	width	NOUN
brj-23426	119	25	of	of	ADP
brj-23426	119	26	the	the	DET
brj-23426	119	27	original	original	ADJ
brj-23426	119	28	image	image	NOUN
brj-23426	119	29	,	,	PUNCT
brj-23426	119	30	w2	w2	NOUN
brj-23426	119	31	is	be	AUX
brj-23426	119	32	the	the	DET
brj-23426	119	33	width	width	NOUN
brj-23426	119	34	of	of	ADP
brj-23426	119	35	the	the	DET
brj-23426	119	36	image	image	NOUN
brj-23426	119	37	after	after	ADP
brj-23426	119	38	the	the	DET
brj-23426	119	39	convolution	convolution	NOUN
brj-23426	119	40	layer	layer	NOUN
brj-23426	119	41	processing	processing	NOUN
brj-23426	119	42	,	,	PUNCT
brj-23426	119	43	w3	w3	PROPN
brj-23426	119	44	is	be	AUX
brj-23426	119	45	the	the	DET
brj-23426	119	46	width	width	NOUN
brj-23426	119	47	of	of	ADP
brj-23426	119	48	the	the	DET
brj-23426	119	49	image	image	NOUN
brj-23426	119	50	after	after	ADP
brj-23426	119	51	the	the	DET
brj-23426	119	52	convolution	convolution	NOUN
brj-23426	119	53	layer	layer	NOUN
brj-23426	119	54	processing	processing	NOUN
brj-23426	119	55	,	,	PUNCT
brj-23426	119	56	h	h	NOUN
brj-23426	119	57	is	be	AUX
brj-23426	119	58	the	the	DET
brj-23426	119	59	height	height	NOUN
brj-23426	119	60	of	of	ADP
brj-23426	119	61	the	the	DET
brj-23426	119	62	image	image	NOUN
brj-23426	119	63	,	,	PUNCT
brj-23426	119	64	h1	h1	PROPN
brj-23426	119	65	is	be	AUX
brj-23426	119	66	the	the	DET
brj-23426	119	67	width	width	NOUN
brj-23426	119	68	of	of	ADP
brj-23426	119	69	the	the	DET
brj-23426	119	70	original	original	ADJ
brj-23426	119	71	image	image	NOUN
brj-23426	119	72	,	,	PUNCT
brj-23426	119	73	h2	h2	PROPN
brj-23426	119	74	is	be	AUX
brj-23426	119	75	the	the	DET
brj-23426	119	76	width	width	NOUN
brj-23426	119	77	of	of	ADP
brj-23426	119	78	the	the	DET
brj-23426	119	79	image	image	NOUN
brj-23426	119	80	after	after	ADP
brj-23426	119	81	the	the	DET
brj-23426	119	82	convolution	convolution	NOUN
brj-23426	119	83	layer	layer	NOUN
brj-23426	119	84	processing	processing	NOUN
brj-23426	119	85	,	,	PUNCT
brj-23426	119	86	h3	h3	NOUN
brj-23426	119	87	is	be	AUX
brj-23426	119	88	the	the	DET
brj-23426	119	89	height	height	NOUN
brj-23426	119	90	of	of	ADP
brj-23426	119	91	the	the	DET
brj-23426	119	92	image	image	NOUN
brj-23426	119	93	after	after	ADP
brj-23426	119	94	the	the	DET
brj-23426	119	95	pooling	pool	VERB
brj-23426	119	96	-	-	PUNCT
brj-23426	119	97	layer	layer	NOUN
brj-23426	119	98	processing	processing	NOUN
brj-23426	119	99	,	,	PUNCT
brj-23426	119	100	s	s	PART
brj-23426	119	101	is	be	AUX
brj-23426	119	102	step	step	NOUN
brj-23426	119	103	,	,	PUNCT
brj-23426	119	104	f	f	PROPN
brj-23426	119	105	is	be	AUX
brj-23426	119	106	the	the	DET
brj-23426	119	107	size	size	NOUN
brj-23426	119	108	of	of	ADP
brj-23426	119	109	the	the	DET
brj-23426	119	110	convolutional	convolutional	ADJ
brj-23426	119	111	kernel	kernel	NOUN
brj-23426	119	112	,	,	PUNCT
brj-23426	119	113	k	k	PROPN
brj-23426	119	114	is	be	AUX
brj-23426	119	115	the	the	DET
brj-23426	119	116	number	number	NOUN
brj-23426	119	117	of	of	ADP
brj-23426	119	118	convolutional	convolutional	ADJ
brj-23426	119	119	nuclei	nucleus	NOUN
brj-23426	119	120	,	,	PUNCT
brj-23426	119	121	and	and	CCONJ
brj-23426	119	122	p	p	NOUN
brj-23426	119	123	is	be	AUX
brj-23426	119	124	the	the	DET
brj-23426	119	125	zero	zero	NUM
brj-23426	119	126	fill	fill	NOUN
brj-23426	119	127	size	size	NOUN
brj-23426	119	128	.	.	PUNCT
brj-23426	120	1	peer	peer	NOUN
brj-23426	120	2	-	-	PUNCT
brj-23426	120	3	reviewed	review	VERB
brj-23426	120	4	article	article	NOUN
brj-23426	120	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	120	6	liang	liang	PROPN
brj-23426	120	7	et	et	PROPN
brj-23426	120	8	al	al	PROPN
brj-23426	120	9	.	.	PROPN
brj-23426	121	1	(	(	PUNCT
brj-23426	121	2	2024	2024	NUM
brj-23426	121	3	)	)	PUNCT
brj-23426	121	4	.	.	PUNCT
brj-23426	122	1	“	"	PUNCT
brj-23426	122	2	maize	maize	VERB
brj-23426	122	3	growth	growth	NOUN
brj-23426	122	4	tracking	tracking	NOUN
brj-23426	122	5	,	,	PUNCT
brj-23426	122	6	”	"	PUNCT
brj-23426	122	7	bioresources	bioresource	NOUN
brj-23426	122	8	19(3	19(3	NUM
brj-23426	122	9	)	)	PUNCT
brj-23426	122	10	,	,	PUNCT
brj-23426	122	11	5450	5450	NUM
brj-23426	122	12	-	-	SYM
brj-23426	122	13	5466	5466	NUM
brj-23426	122	14	.	.	PUNCT
brj-23426	123	1	5455	5455	NUM
brj-23426	123	2	plant	plant	NOUN
brj-23426	123	3	height	height	NOUN
brj-23426	123	4	prediction	prediction	NOUN
brj-23426	123	5	modelling	modelling	NOUN
brj-23426	123	6	and	and	CCONJ
brj-23426	123	7	optimization	optimization	NOUN
brj-23426	123	8	the	the	DET
brj-23426	123	9	prophet	prophet	NOUN
brj-23426	123	10	model	model	NOUN
brj-23426	123	11	was	be	AUX
brj-23426	123	12	based	base	VERB
brj-23426	123	13	on	on	ADP
brj-23426	123	14	the	the	DET
brj-23426	123	15	overall	overall	ADJ
brj-23426	123	16	trend	trend	NOUN
brj-23426	123	17	modelling	modelling	NOUN
brj-23426	123	18	of	of	ADP
brj-23426	123	19	arrays	array	NOUN
brj-23426	123	20	with	with	ADP
brj-23426	123	21	the	the	DET
brj-23426	123	22	advantages	advantage	NOUN
brj-23426	123	23	of	of	ADP
brj-23426	123	24	fast	fast	ADJ
brj-23426	123	25	training	training	NOUN
brj-23426	123	26	speed	speed	NOUN
brj-23426	123	27	and	and	CCONJ
brj-23426	123	28	high	high	ADJ
brj-23426	123	29	prediction	prediction	NOUN
brj-23426	123	30	accuracy	accuracy	NOUN
brj-23426	123	31	to	to	PART
brj-23426	123	32	predict	predict	VERB
brj-23426	123	33	future	future	ADJ
brj-23426	123	34	trends	trend	NOUN
brj-23426	123	35	(	(	PUNCT
brj-23426	123	36	huan	huan	PROPN
brj-23426	123	37	et	et	PROPN
brj-23426	123	38	al	al	PROPN
brj-23426	123	39	.	.	PROPN
brj-23426	123	40	2023	2023	NUM
brj-23426	123	41	)	)	PUNCT
brj-23426	123	42	.	.	PUNCT
brj-23426	124	1	the	the	DET
brj-23426	124	2	results	result	NOUN
brj-23426	124	3	were	be	AUX
brj-23426	124	4	the	the	DET
brj-23426	124	5	values	value	NOUN
brj-23426	124	6	obtained	obtain	VERB
brj-23426	124	7	by	by	ADP
brj-23426	124	8	adding	add	VERB
brj-23426	124	9	the	the	DET
brj-23426	124	10	trend	trend	NOUN
brj-23426	124	11	term	term	NOUN
brj-23426	124	12	,	,	PUNCT
brj-23426	124	13	the	the	DET
brj-23426	124	14	period	period	NOUN
brj-23426	124	15	term	term	NOUN
brj-23426	124	16	,	,	PUNCT
brj-23426	124	17	the	the	DET
brj-23426	124	18	holiday	holiday	NOUN
brj-23426	124	19	term	term	NOUN
brj-23426	124	20	,	,	PUNCT
brj-23426	124	21	and	and	CCONJ
brj-23426	124	22	the	the	DET
brj-23426	124	23	error	error	NOUN
brj-23426	124	24	term	term	NOUN
brj-23426	124	25	.	.	PUNCT
brj-23426	125	1	the	the	DET
brj-23426	125	2	trend	trend	NOUN
brj-23426	125	3	term	term	NOUN
brj-23426	125	4	described	describe	VERB
brj-23426	125	5	the	the	DET
brj-23426	125	6	linear	linear	ADJ
brj-23426	125	7	or	or	CCONJ
brj-23426	125	8	nonlinear	nonlinear	ADJ
brj-23426	125	9	changes	change	NOUN
brj-23426	125	10	.	.	PUNCT
brj-23426	126	1	the	the	DET
brj-23426	126	2	period	period	NOUN
brj-23426	126	3	term	term	NOUN
brj-23426	126	4	described	describe	VERB
brj-23426	126	5	the	the	DET
brj-23426	126	6	periodic	periodic	ADJ
brj-23426	126	7	change	change	NOUN
brj-23426	126	8	rule	rule	NOUN
brj-23426	126	9	.	.	PUNCT
brj-23426	127	1	the	the	DET
brj-23426	127	2	holiday	holiday	NOUN
brj-23426	127	3	term	term	NOUN
brj-23426	127	4	handled	handle	VERB
brj-23426	127	5	the	the	DET
brj-23426	127	6	missing	miss	VERB
brj-23426	127	7	values	value	NOUN
brj-23426	127	8	of	of	ADP
brj-23426	127	9	the	the	DET
brj-23426	127	10	data	datum	NOUN
brj-23426	127	11	.	.	PUNCT
brj-23426	128	1	the	the	DET
brj-23426	128	2	error	error	NOUN
brj-23426	128	3	term	term	NOUN
brj-23426	128	4	made	make	VERB
brj-23426	128	5	the	the	DET
brj-23426	128	6	model	model	NOUN
brj-23426	128	7	prediction	prediction	NOUN
brj-23426	128	8	results	result	VERB
brj-23426	128	9	closer	close	ADV
brj-23426	128	10	to	to	ADP
brj-23426	128	11	the	the	DET
brj-23426	128	12	actual	actual	ADJ
brj-23426	128	13	situation	situation	NOUN
brj-23426	128	14	.	.	PUNCT
brj-23426	129	1	the	the	DET
brj-23426	129	2	predicted	predict	VERB
brj-23426	129	3	values	value	NOUN
brj-23426	129	4	of	of	ADP
brj-23426	129	5	prophet	prophet	ADJ
brj-23426	129	6	algorithm	algorithm	NOUN
brj-23426	129	7	can	can	AUX
brj-23426	129	8	be	be	AUX
brj-23426	129	9	found	find	VERB
brj-23426	129	10	through	through	ADP
brj-23426	129	11	eq	eq	NOUN
brj-23426	129	12	.	.	PROPN
brj-23426	129	13	7	7	NUM
brj-23426	129	14	,	,	PUNCT
brj-23426	129	15	)	)	PUNCT
brj-23426	129	16	(	(	PUNCT
brj-23426	129	17	)	)	PUNCT
brj-23426	129	18	(	(	PUNCT
brj-23426	129	19	)	)	PUNCT
brj-23426	129	20	(	(	PUNCT
brj-23426	129	21	)	)	PUNCT
brj-23426	129	22	(	(	PUNCT
brj-23426	129	23	)	)	PUNCT
brj-23426	129	24	(	(	PUNCT
brj-23426	129	25	y	y	PROPN
brj-23426	129	26	tthtstgt	tthtstgt	PROPN
brj-23426	129	27	+++=	+++=	NUM
brj-23426	129	28	(	(	PUNCT
brj-23426	129	29	7	7	NUM
brj-23426	129	30	)	)	PUNCT
brj-23426	129	31	where	where	SCONJ
brj-23426	129	32	g(t	g(t	PROPN
brj-23426	129	33	)	)	PUNCT
brj-23426	129	34	is	be	AUX
brj-23426	129	35	the	the	DET
brj-23426	129	36	trend	trend	NOUN
brj-23426	129	37	term	term	NOUN
brj-23426	129	38	,	,	PUNCT
brj-23426	129	39	s(t	s(t	PROPN
brj-23426	129	40	)	)	PUNCT
brj-23426	129	41	is	be	AUX
brj-23426	129	42	the	the	DET
brj-23426	129	43	periodic	periodic	ADJ
brj-23426	129	44	term	term	NOUN
brj-23426	129	45	,	,	PUNCT
brj-23426	129	46	h(t	h(t	PROPN
brj-23426	129	47	)	)	PUNCT
brj-23426	129	48	is	be	AUX
brj-23426	129	49	the	the	DET
brj-23426	129	50	holiday	holiday	NOUN
brj-23426	129	51	items	item	NOUN
brj-23426	129	52	,	,	PUNCT
brj-23426	129	53	(t	(t	NOUN
brj-23426	129	54	)	)	PUNCT
brj-23426	130	1	is	be	AUX
brj-23426	130	2	the	the	DET
brj-23426	130	3	error	error	NOUN
brj-23426	130	4	term	term	NOUN
brj-23426	130	5	,	,	PUNCT
brj-23426	130	6	and	and	CCONJ
brj-23426	130	7	t	t	PROPN
brj-23426	130	8	is	be	AUX
brj-23426	130	9	time	time	NOUN
brj-23426	130	10	.	.	PUNCT
brj-23426	131	1	the	the	DET
brj-23426	131	2	logistic	logistic	ADJ
brj-23426	131	3	curve	curve	NOUN
brj-23426	131	4	model	model	NOUN
brj-23426	131	5	is	be	AUX
brj-23426	131	6	also	also	ADV
brj-23426	131	7	known	know	VERB
brj-23426	131	8	as	as	ADP
brj-23426	131	9	the	the	DET
brj-23426	131	10	pear	pear	NOUN
brj-23426	131	11	curve	curve	NOUN
brj-23426	131	12	model	model	NOUN
brj-23426	131	13	.	.	PUNCT
brj-23426	132	1	it	it	PRON
brj-23426	132	2	is	be	AUX
brj-23426	132	3	a	a	DET
brj-23426	132	4	saturated	saturate	VERB
brj-23426	132	5	growth	growth	NOUN
brj-23426	132	6	model	model	NOUN
brj-23426	132	7	and	and	CCONJ
brj-23426	132	8	its	its	PRON
brj-23426	132	9	essence	essence	NOUN
brj-23426	132	10	is	be	AUX
brj-23426	132	11	to	to	PART
brj-23426	132	12	use	use	VERB
brj-23426	132	13	the	the	DET
brj-23426	132	14	growth	growth	NOUN
brj-23426	132	15	rate	rate	NOUN
brj-23426	132	16	to	to	PART
brj-23426	132	17	reflect	reflect	VERB
brj-23426	132	18	the	the	DET
brj-23426	132	19	rate	rate	NOUN
brj-23426	132	20	of	of	ADP
brj-23426	132	21	change	change	NOUN
brj-23426	132	22	.	.	PUNCT
brj-23426	133	1	it	it	PRON
brj-23426	133	2	has	have	VERB
brj-23426	133	3	the	the	DET
brj-23426	133	4	advantages	advantage	NOUN
brj-23426	133	5	of	of	ADP
brj-23426	133	6	good	good	ADJ
brj-23426	133	7	identification	identification	NOUN
brj-23426	133	8	,	,	PUNCT
brj-23426	133	9	high	high	ADJ
brj-23426	133	10	prediction	prediction	NOUN
brj-23426	133	11	accuracy	accuracy	NOUN
brj-23426	133	12	,	,	PUNCT
brj-23426	133	13	and	and	CCONJ
brj-23426	133	14	strong	strong	ADJ
brj-23426	133	15	extension	extension	NOUN
brj-23426	133	16	capacity	capacity	NOUN
brj-23426	133	17	.	.	PUNCT
brj-23426	134	1	it	it	PRON
brj-23426	134	2	can	can	AUX
brj-23426	134	3	be	be	AUX
brj-23426	134	4	used	use	VERB
brj-23426	134	5	to	to	PART
brj-23426	134	6	simulate	simulate	VERB
brj-23426	134	7	the	the	DET
brj-23426	134	8	growth	growth	NOUN
brj-23426	134	9	process	process	NOUN
brj-23426	134	10	of	of	ADP
brj-23426	134	11	the	the	DET
brj-23426	134	12	crop	crop	NOUN
brj-23426	134	13	growth	growth	NOUN
brj-23426	134	14	indicators	indicator	NOUN
brj-23426	134	15	with	with	ADP
brj-23426	134	16	the	the	DET
brj-23426	134	17	change	change	NOUN
brj-23426	134	18	of	of	ADP
brj-23426	134	19	the	the	DET
brj-23426	134	20	number	number	NOUN
brj-23426	134	21	of	of	ADP
brj-23426	134	22	days	day	NOUN
brj-23426	134	23	(	(	PUNCT
brj-23426	134	24	cai	cai	X
brj-23426	134	25	et	et	PROPN
brj-23426	134	26	al	al	PROPN
brj-23426	134	27	.	.	PROPN
brj-23426	134	28	2020	2020	NUM
brj-23426	134	29	)	)	PUNCT
brj-23426	134	30	.	.	PUNCT
brj-23426	135	1	the	the	DET
brj-23426	135	2	parameters	parameter	NOUN
brj-23426	135	3	of	of	ADP
brj-23426	135	4	the	the	DET
brj-23426	135	5	logistic	logistic	ADJ
brj-23426	135	6	equation	equation	NOUN
brj-23426	135	7	can	can	AUX
brj-23426	135	8	be	be	AUX
brj-23426	135	9	obtained	obtain	VERB
brj-23426	135	10	from	from	ADP
brj-23426	135	11	eq	eq	NOUN
brj-23426	135	12	.	.	PROPN
brj-23426	135	13	8	8	NUM
brj-23426	135	14	,	,	PUNCT
brj-23426	135	15	btae	btae	VERB
brj-23426	135	16	m	m	PROPN
brj-23426	135	17	t	t	NOUN
brj-23426	135	18	−+	−+	NOUN
brj-23426	136	1	=	=	NOUN
brj-23426	136	2	1	1	X
brj-23426	136	3	)	)	PUNCT
brj-23426	136	4	(	(	PUNCT
brj-23426	136	5	y	y	PROPN
brj-23426	136	6	(	(	PUNCT
brj-23426	136	7	8)	8)	NUM
brj-23426	136	8	where	where	SCONJ
brj-23426	136	9	m	m	NOUN
brj-23426	136	10	is	be	AUX
brj-23426	136	11	the	the	DET
brj-23426	136	12	maximum	maximum	ADJ
brj-23426	136	13	value	value	NOUN
brj-23426	136	14	achievable	achievable	ADJ
brj-23426	136	15	in	in	ADP
brj-23426	136	16	the	the	DET
brj-23426	136	17	current	current	ADJ
brj-23426	136	18	environment	environment	NOUN
brj-23426	136	19	,	,	PUNCT
brj-23426	136	20	and	and	CCONJ
brj-23426	136	21	a	a	PRON
brj-23426	136	22	and	and	CCONJ
brj-23426	136	23	b	b	NOUN
brj-23426	136	24	are	be	AUX
brj-23426	136	25	undetermined	undetermined	ADJ
brj-23426	136	26	coefficients	coefficient	NOUN
brj-23426	136	27	.	.	PUNCT
brj-23426	137	1	the	the	DET
brj-23426	137	2	numpy	numpy	NOUN
brj-23426	137	3	library	library	NOUN
brj-23426	137	4	was	be	AUX
brj-23426	137	5	invoked	invoke	VERB
brj-23426	137	6	through	through	ADP
brj-23426	137	7	python	python	NOUN
brj-23426	137	8	to	to	PART
brj-23426	137	9	read	read	VERB
brj-23426	137	10	the	the	DET
brj-23426	137	11	plant	plant	NOUN
brj-23426	137	12	height	height	NOUN
brj-23426	137	13	measurements	measurement	NOUN
brj-23426	137	14	of	of	ADP
brj-23426	137	15	maize	maize	NOUN
brj-23426	137	16	plants	plant	NOUN
brj-23426	137	17	at	at	ADP
brj-23426	137	18	seedling	seedling	NOUN
brj-23426	137	19	,	,	PUNCT
brj-23426	137	20	nodulation	nodulation	NOUN
brj-23426	137	21	and	and	CCONJ
brj-23426	137	22	stamen	staman	NOUN
brj-23426	137	23	pulling	pull	VERB
brj-23426	137	24	stages	stage	NOUN
brj-23426	137	25	.	.	PUNCT
brj-23426	138	1	daily	daily	ADJ
brj-23426	138	2	seasonality	seasonality	NOUN
brj-23426	138	3	trend	trend	NOUN
brj-23426	138	4	was	be	AUX
brj-23426	138	5	changed	change	VERB
brj-23426	138	6	to	to	PART
brj-23426	138	7	establish	establish	VERB
brj-23426	138	8	the	the	DET
brj-23426	138	9	plant	plant	NOUN
brj-23426	138	10	height	height	NOUN
brj-23426	138	11	prediction	prediction	NOUN
brj-23426	138	12	model	model	NOUN
brj-23426	138	13	and	and	CCONJ
brj-23426	138	14	get	get	VERB
brj-23426	138	15	the	the	DET
brj-23426	138	16	predicted	predict	VERB
brj-23426	138	17	values	value	NOUN
brj-23426	138	18	.	.	PUNCT
brj-23426	139	1	the	the	DET
brj-23426	139	2	predicted	predict	VERB
brj-23426	139	3	values	value	NOUN
brj-23426	139	4	were	be	AUX
brj-23426	139	5	substituted	substitute	VERB
brj-23426	139	6	into	into	ADP
brj-23426	139	7	the	the	DET
brj-23426	139	8	logistic	logistic	ADJ
brj-23426	139	9	model	model	NOUN
brj-23426	139	10	,	,	PUNCT
brj-23426	139	11	and	and	CCONJ
brj-23426	139	12	the	the	DET
brj-23426	139	13	parameters	parameter	NOUN
brj-23426	139	14	of	of	ADP
brj-23426	139	15	the	the	DET
brj-23426	139	16	model	model	NOUN
brj-23426	139	17	were	be	AUX
brj-23426	139	18	set	set	VERB
brj-23426	139	19	(	(	PUNCT
brj-23426	139	20	m	m	PROPN
brj-23426	139	21	,	,	PUNCT
brj-23426	139	22	a	a	PRON
brj-23426	139	23	,	,	PUNCT
brj-23426	139	24	and	and	CCONJ
brj-23426	139	25	b	b	X
brj-23426	139	26	)	)	PUNCT
brj-23426	139	27	to	to	PART
brj-23426	139	28	obtain	obtain	VERB
brj-23426	139	29	the	the	DET
brj-23426	139	30	predicted	predict	VERB
brj-23426	139	31	values	value	NOUN
brj-23426	139	32	of	of	ADP
brj-23426	139	33	the	the	DET
brj-23426	139	34	height	height	NOUN
brj-23426	139	35	of	of	ADP
brj-23426	139	36	the	the	DET
brj-23426	139	37	maize	maize	NOUN
brj-23426	139	38	plant	plant	NOUN
brj-23426	139	39	and	and	CCONJ
brj-23426	139	40	evaluate	evaluate	VERB
brj-23426	139	41	the	the	DET
brj-23426	139	42	performance	performance	NOUN
brj-23426	139	43	of	of	ADP
brj-23426	139	44	the	the	DET
brj-23426	139	45	model	model	NOUN
brj-23426	139	46	with	with	ADP
brj-23426	139	47	the	the	DET
brj-23426	139	48	relative	relative	ADJ
brj-23426	139	49	error	error	NOUN
brj-23426	139	50	as	as	SCONJ
brj-23426	139	51	the	the	DET
brj-23426	139	52	evaluation	evaluation	NOUN
brj-23426	139	53	index	index	NOUN
brj-23426	139	54	to	to	PART
brj-23426	139	55	complete	complete	VERB
brj-23426	139	56	the	the	DET
brj-23426	139	57	model	model	NOUN
brj-23426	139	58	optimization	optimization	NOUN
brj-23426	139	59	of	of	ADP
brj-23426	139	60	the	the	DET
brj-23426	139	61	prophet	prophet	NOUN
brj-23426	139	62	algorithm	algorithm	NOUN
brj-23426	139	63	.	.	PUNCT
brj-23426	140	1	maize	maize	NOUN
brj-23426	140	2	plant	plant	NOUN
brj-23426	140	3	growth	growth	NOUN
brj-23426	140	4	control	control	NOUN
brj-23426	140	5	system	system	NOUN
brj-23426	140	6	based	base	VERB
brj-23426	140	7	on	on	ADP
brj-23426	140	8	the	the	DET
brj-23426	140	9	agronomic	agronomic	ADJ
brj-23426	140	10	requirements	requirement	NOUN
brj-23426	140	11	outlined	outline	VERB
brj-23426	140	12	in	in	ADP
brj-23426	140	13	"	"	PUNCT
brj-23426	140	14	gb1353	gb1353	PROPN
brj-23426	140	15	-	-	PUNCT
brj-23426	140	16	2018	2018	NUM
brj-23426	140	17	corn	corn	NOUN
brj-23426	140	18	planting	planting	NOUN
brj-23426	140	19	techniques	technique	NOUN
brj-23426	140	20	regulations	regulation	NOUN
brj-23426	140	21	,	,	PUNCT
brj-23426	140	22	"	"	PUNCT
brj-23426	140	23	the	the	DET
brj-23426	140	24	soil	soil	NOUN
brj-23426	140	25	nutrient	nutrient	NOUN
brj-23426	140	26	information	information	NOUN
brj-23426	140	27	collection	collection	NOUN
brj-23426	140	28	module	module	NOUN
brj-23426	140	29	and	and	CCONJ
brj-23426	140	30	the	the	DET
brj-23426	140	31	waterfertilizer	waterfertilizer	NOUN
brj-23426	140	32	regulation	regulation	NOUN
brj-23426	140	33	module	module	NOUN
brj-23426	140	34	were	be	AUX
brj-23426	140	35	determined	determine	VERB
brj-23426	140	36	,	,	PUNCT
brj-23426	140	37	and	and	CCONJ
brj-23426	140	38	the	the	DET
brj-23426	140	39	overall	overall	ADJ
brj-23426	140	40	structural	structural	ADJ
brj-23426	140	41	design	design	NOUN
brj-23426	140	42	of	of	ADP
brj-23426	140	43	the	the	DET
brj-23426	140	44	corn	corn	NOUN
brj-23426	140	45	plant	plant	NOUN
brj-23426	140	46	growth	growth	NOUN
brj-23426	140	47	control	control	NOUN
brj-23426	140	48	system	system	NOUN
brj-23426	140	49	was	be	AUX
brj-23426	140	50	completed	complete	VERB
brj-23426	140	51	(	(	PUNCT
brj-23426	140	52	gb	gb	NOUN
brj-23426	140	53	1353	1353	NUM
brj-23426	140	54	-	-	SYM
brj-23426	140	55	2018	2018	NUM
brj-23426	140	56	)	)	PUNCT
brj-23426	140	57	.	.	PUNCT
brj-23426	141	1	soil	soil	NOUN
brj-23426	141	2	nutrient	nutrient	NOUN
brj-23426	141	3	information	information	NOUN
brj-23426	141	4	is	be	AUX
brj-23426	141	5	mainly	mainly	ADV
brj-23426	141	6	obtained	obtain	VERB
brj-23426	141	7	through	through	ADP
brj-23426	141	8	sensors	sensor	NOUN
brj-23426	141	9	and	and	CCONJ
brj-23426	141	10	uploaded	upload	VERB
brj-23426	141	11	to	to	ADP
brj-23426	141	12	the	the	DET
brj-23426	141	13	plc	plc	PROPN
brj-23426	141	14	.	.	PUNCT
brj-23426	142	1	the	the	DET
brj-23426	142	2	collected	collect	VERB
brj-23426	142	3	data	datum	NOUN
brj-23426	142	4	is	be	AUX
brj-23426	142	5	displayed	display	VERB
brj-23426	142	6	on	on	ADP
brj-23426	142	7	the	the	DET
brj-23426	142	8	user	user	NOUN
brj-23426	142	9	interface	interface	NOUN
brj-23426	142	10	of	of	ADP
brj-23426	142	11	the	the	DET
brj-23426	142	12	touchscreen	touchscreen	NOUN
brj-23426	142	13	,	,	PUNCT
brj-23426	142	14	as	as	SCONJ
brj-23426	142	15	shown	show	VERB
brj-23426	142	16	in	in	ADP
brj-23426	142	17	fig	fig	NOUN
brj-23426	142	18	.	.	PUNCT
brj-23426	143	1	3	3	NUM
brj-23426	143	2	,	,	PUNCT
brj-23426	143	3	showing	show	VERB
brj-23426	143	4	soil	soil	NOUN
brj-23426	143	5	temperature	temperature	NOUN
brj-23426	143	6	,	,	PUNCT
brj-23426	143	7	humidity	humidity	NOUN
brj-23426	143	8	,	,	PUNCT
brj-23426	143	9	ph	ph	NOUN
brj-23426	143	10	value	value	NOUN
brj-23426	143	11	,	,	PUNCT
brj-23426	143	12	nitrogen	nitrogen	NOUN
brj-23426	143	13	,	,	PUNCT
brj-23426	143	14	phosphorus	phosphorus	NOUN
brj-23426	143	15	,	,	PUNCT
brj-23426	143	16	and	and	CCONJ
brj-23426	143	17	potassium	potassium	NOUN
brj-23426	143	18	content	content	NOUN
brj-23426	143	19	of	of	ADP
brj-23426	143	20	maize	maize	NOUN
brj-23426	143	21	plants	plant	NOUN
brj-23426	143	22	in	in	ADP
brj-23426	143	23	the	the	DET
brj-23426	143	24	experimental	experimental	ADJ
brj-23426	143	25	field	field	NOUN
brj-23426	143	26	.	.	PUNCT
brj-23426	144	1	based	base	VERB
brj-23426	144	2	on	on	ADP
brj-23426	144	3	the	the	DET
brj-23426	144	4	collected	collect	VERB
brj-23426	144	5	data	datum	NOUN
brj-23426	144	6	,	,	PUNCT
brj-23426	144	7	the	the	DET
brj-23426	144	8	system	system	NOUN
brj-23426	144	9	evaluates	evaluate	VERB
brj-23426	144	10	the	the	DET
brj-23426	144	11	suitability	suitability	NOUN
brj-23426	144	12	of	of	ADP
brj-23426	144	13	the	the	DET
brj-23426	144	14	soil	soil	NOUN
brj-23426	144	15	environment	environment	NOUN
brj-23426	144	16	and	and	CCONJ
brj-23426	144	17	categorizes	categorize	VERB
brj-23426	144	18	it	it	PRON
brj-23426	144	19	into	into	ADP
brj-23426	144	20	five	five	NUM
brj-23426	144	21	levels	level	NOUN
brj-23426	144	22	:	:	PUNCT
brj-23426	144	23	unsuitable	unsuitable	ADJ
brj-23426	144	24	,	,	PUNCT
brj-23426	144	25	suitable	suitable	ADJ
brj-23426	144	26	,	,	PUNCT
brj-23426	144	27	moderately	moderately	ADV
brj-23426	144	28	suitable	suitable	ADJ
brj-23426	144	29	,	,	PUNCT
brj-23426	144	30	and	and	CCONJ
brj-23426	144	31	most	most	ADV
brj-23426	144	32	suitable	suitable	ADJ
brj-23426	144	33	.	.	PUNCT
brj-23426	145	1	if	if	SCONJ
brj-23426	145	2	the	the	DET
brj-23426	145	3	assessment	assessment	NOUN
brj-23426	145	4	indicates	indicate	VERB
brj-23426	145	5	unsuitability	unsuitability	NOUN
brj-23426	145	6	and	and	CCONJ
brj-23426	145	7	the	the	DET
brj-23426	145	8	ph	ph	NOUN
brj-23426	145	9	is	be	AUX
brj-23426	145	10	less	less	ADJ
brj-23426	145	11	than	than	ADP
brj-23426	145	12	6.5	6.5	NUM
brj-23426	145	13	,	,	PUNCT
brj-23426	145	14	the	the	DET
brj-23426	145	15	plant	plant	NOUN
brj-23426	145	16	growth	growth	NOUN
brj-23426	145	17	condition	condition	NOUN
brj-23426	145	18	is	be	AUX
brj-23426	145	19	considered	consider	VERB
brj-23426	145	20	as	as	ADP
brj-23426	145	21	water	water	NOUN
brj-23426	145	22	deficiency	deficiency	NOUN
brj-23426	145	23	;	;	PUNCT
brj-23426	145	24	if	if	SCONJ
brj-23426	145	25	ph	ph	VERB
brj-23426	145	26	>	>	SYM
brj-23426	145	27	8	8	NUM
brj-23426	145	28	,	,	PUNCT
brj-23426	145	29	the	the	DET
brj-23426	145	30	plant	plant	NOUN
brj-23426	145	31	growth	growth	NOUN
brj-23426	145	32	condition	condition	NOUN
brj-23426	145	33	is	be	AUX
brj-23426	145	34	considered	consider	VERB
brj-23426	145	35	as	as	ADP
brj-23426	145	36	nutrient	nutrient	ADJ
brj-23426	145	37	deficiency	deficiency	NOUN
brj-23426	145	38	.	.	PUNCT
brj-23426	146	1	finally	finally	ADV
brj-23426	146	2	,	,	PUNCT
brj-23426	146	3	based	base	VERB
brj-23426	146	4	on	on	ADP
brj-23426	146	5	the	the	DET
brj-23426	146	6	predicted	predict	VERB
brj-23426	146	7	maize	maize	NOUN
brj-23426	146	8	plant	plant	NOUN
brj-23426	146	9	growth	growth	NOUN
brj-23426	146	10	and	and	CCONJ
brj-23426	146	11	the	the	DET
brj-23426	146	12	assessed	assess	VERB
brj-23426	146	13	soil	soil	NOUN
brj-23426	146	14	environment	environment	NOUN
brj-23426	146	15	suitability	suitability	NOUN
brj-23426	146	16	,	,	PUNCT
brj-23426	146	17	the	the	DET
brj-23426	146	18	system	system	NOUN
brj-23426	146	19	adjusts	adjust	VERB
brj-23426	146	20	the	the	DET
brj-23426	146	21	ratio	ratio	NOUN
brj-23426	146	22	and	and	CCONJ
brj-23426	146	23	amount	amount	NOUN
brj-23426	146	24	of	of	ADP
brj-23426	146	25	water	water	NOUN
brj-23426	146	26	and	and	CCONJ
brj-23426	146	27	fertilizer	fertilizer	NOUN
brj-23426	146	28	sprayed	spray	VERB
brj-23426	146	29	.	.	PUNCT
brj-23426	147	1	as	as	SCONJ
brj-23426	147	2	shown	show	VERB
brj-23426	147	3	in	in	ADP
brj-23426	147	4	fig	fig	NOUN
brj-23426	147	5	.	.	PUNCT
brj-23426	148	1	4	4	NUM
brj-23426	148	2	,	,	PUNCT
brj-23426	148	3	the	the	DET
brj-23426	148	4	system	system	NOUN
brj-23426	148	5	testing	testing	NOUN
brj-23426	148	6	was	be	AUX
brj-23426	148	7	conducted	conduct	VERB
brj-23426	148	8	according	accord	VERB
brj-23426	148	9	to	to	ADP
brj-23426	148	10	the	the	DET
brj-23426	148	11	spacing	spacing	NOUN
brj-23426	148	12	and	and	CCONJ
brj-23426	148	13	ridge	ridge	NOUN
brj-23426	148	14	spacing	spacing	NOUN
brj-23426	148	15	of	of	ADP
brj-23426	148	16	maize	maize	NOUN
brj-23426	148	17	planting	planting	NOUN
brj-23426	148	18	in	in	ADP
brj-23426	148	19	the	the	DET
brj-23426	148	20	field	field	NOUN
brj-23426	148	21	.	.	PUNCT
brj-23426	149	1	during	during	ADP
brj-23426	149	2	peer	peer	NOUN
brj-23426	149	3	-	-	PUNCT
brj-23426	149	4	reviewed	review	VERB
brj-23426	149	5	article	article	NOUN
brj-23426	149	6	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	149	7	liang	liang	PROPN
brj-23426	149	8	et	et	PROPN
brj-23426	149	9	al	al	PROPN
brj-23426	149	10	.	.	PROPN
brj-23426	150	1	(	(	PUNCT
brj-23426	150	2	2024	2024	NUM
brj-23426	150	3	)	)	PUNCT
brj-23426	150	4	.	.	PUNCT
brj-23426	151	1	“	"	PUNCT
brj-23426	151	2	maize	maize	VERB
brj-23426	151	3	growth	growth	NOUN
brj-23426	151	4	tracking	tracking	NOUN
brj-23426	151	5	,	,	PUNCT
brj-23426	151	6	”	"	PUNCT
brj-23426	151	7	bioresources	bioresource	NOUN
brj-23426	151	8	19(3	19(3	NUM
brj-23426	151	9	)	)	PUNCT
brj-23426	151	10	,	,	PUNCT
brj-23426	151	11	5450	5450	NUM
brj-23426	151	12	-	-	SYM
brj-23426	151	13	5466	5466	NUM
brj-23426	151	14	.	.	PUNCT
brj-23426	152	1	5456	5456	NUM
brj-23426	152	2	system	system	NOUN
brj-23426	152	3	operation	operation	NOUN
brj-23426	152	4	,	,	PUNCT
brj-23426	152	5	water	water	NOUN
brj-23426	152	6	is	be	AUX
brj-23426	152	7	pumped	pump	VERB
brj-23426	152	8	into	into	ADP
brj-23426	152	9	the	the	DET
brj-23426	152	10	water	water	NOUN
brj-23426	152	11	injection	injection	NOUN
brj-23426	152	12	tank	tank	NOUN
brj-23426	152	13	,	,	PUNCT
brj-23426	152	14	and	and	CCONJ
brj-23426	152	15	the	the	DET
brj-23426	152	16	pressure	pressure	NOUN
brj-23426	152	17	gauge	gauge	NOUN
brj-23426	152	18	on	on	ADP
brj-23426	152	19	the	the	DET
brj-23426	152	20	left	left	ADJ
brj-23426	152	21	measures	measure	NOUN
brj-23426	152	22	the	the	DET
brj-23426	152	23	inlet	inlet	ADJ
brj-23426	152	24	pressure	pressure	NOUN
brj-23426	152	25	.	.	PUNCT
brj-23426	153	1	the	the	DET
brj-23426	153	2	fertilizer	fertilizer	NOUN
brj-23426	153	3	tank	tank	NOUN
brj-23426	153	4	sucks	suck	VERB
brj-23426	153	5	in	in	ADP
brj-23426	153	6	fertilizer	fertilizer	NOUN
brj-23426	153	7	through	through	ADP
brj-23426	153	8	the	the	DET
brj-23426	153	9	fertilizer	fertilizer	NOUN
brj-23426	153	10	inlet	inlet	NOUN
brj-23426	153	11	,	,	PUNCT
brj-23426	153	12	the	the	DET
brj-23426	153	13	wenchi	wenchi	PROPN
brj-23426	153	14	fertilizer	fertilizer	PROPN
brj-23426	153	15	applicator	applicator	NOUN
brj-23426	153	16	mixes	mix	VERB
brj-23426	153	17	water	water	NOUN
brj-23426	153	18	and	and	CCONJ
brj-23426	153	19	fertilizer	fertilizer	NOUN
brj-23426	153	20	,	,	PUNCT
brj-23426	153	21	and	and	CCONJ
brj-23426	153	22	the	the	DET
brj-23426	153	23	mixture	mixture	NOUN
brj-23426	153	24	is	be	AUX
brj-23426	153	25	then	then	ADV
brj-23426	153	26	injected	inject	VERB
brj-23426	153	27	into	into	ADP
brj-23426	153	28	the	the	DET
brj-23426	153	29	experimental	experimental	ADJ
brj-23426	153	30	field	field	NOUN
brj-23426	153	31	.	.	PUNCT
brj-23426	154	1	the	the	DET
brj-23426	154	2	pressure	pressure	NOUN
brj-23426	154	3	gauge	gauge	NOUN
brj-23426	154	4	on	on	ADP
brj-23426	154	5	the	the	DET
brj-23426	154	6	right	right	ADJ
brj-23426	154	7	measures	measure	NOUN
brj-23426	154	8	the	the	DET
brj-23426	154	9	outlet	outlet	NOUN
brj-23426	154	10	pressure	pressure	NOUN
brj-23426	154	11	,	,	PUNCT
brj-23426	154	12	and	and	CCONJ
brj-23426	154	13	the	the	DET
brj-23426	154	14	valve	valve	NOUN
brj-23426	154	15	controls	control	VERB
brj-23426	154	16	the	the	DET
brj-23426	154	17	quantity	quantity	NOUN
brj-23426	154	18	of	of	ADP
brj-23426	154	19	fertilizer	fertilizer	NOUN
brj-23426	154	20	entering	enter	VERB
brj-23426	154	21	and	and	CCONJ
brj-23426	154	22	exiting	exit	VERB
brj-23426	154	23	.	.	PUNCT
brj-23426	155	1	each	each	DET
brj-23426	155	2	part	part	NOUN
brj-23426	155	3	is	be	AUX
brj-23426	155	4	connected	connect	VERB
brj-23426	155	5	by	by	ADP
brj-23426	155	6	pvc	pvc	ADJ
brj-23426	155	7	pipes	pipe	NOUN
brj-23426	155	8	.	.	PUNCT
brj-23426	156	1	fig	fig	NOUN
brj-23426	156	2	.	.	PUNCT
brj-23426	157	1	3	3	X
brj-23426	157	2	.	.	X
brj-23426	157	3	soil	soil	NOUN
brj-23426	157	4	nutrient	nutrient	NOUN
brj-23426	157	5	information	information	NOUN
brj-23426	157	6	collection	collection	NOUN
brj-23426	157	7	interface	interface	NOUN
brj-23426	157	8	fig	fig	NOUN
brj-23426	157	9	.	.	PUNCT
brj-23426	158	1	4	4	X
brj-23426	158	2	.	.	X
brj-23426	158	3	overall	overall	ADJ
brj-23426	158	4	structural	structural	ADJ
brj-23426	158	5	design	design	NOUN
brj-23426	158	6	of	of	ADP
brj-23426	158	7	the	the	DET
brj-23426	158	8	system	system	NOUN
brj-23426	158	9	:	:	PUNCT
brj-23426	158	10	1	1	X
brj-23426	158	11	.	.	X
brj-23426	158	12	image	image	NOUN
brj-23426	158	13	acquisition	acquisition	NOUN
brj-23426	158	14	equipment	equipment	NOUN
brj-23426	158	15	;	;	PUNCT
brj-23426	158	16	2	2	X
brj-23426	158	17	.	.	X
brj-23426	158	18	water	water	NOUN
brj-23426	158	19	and	and	CCONJ
brj-23426	158	20	fertilizer	fertilizer	NOUN
brj-23426	158	21	control	control	NOUN
brj-23426	158	22	device	device	NOUN
brj-23426	158	23	;	;	PUNCT
brj-23426	158	24	3	3	X
brj-23426	158	25	.	.	X
brj-23426	158	26	remote	remote	ADJ
brj-23426	158	27	terminal	terminal	NOUN
brj-23426	158	28	;	;	PUNCT
brj-23426	158	29	4	4	X
brj-23426	158	30	.	.	X
brj-23426	158	31	electric	electric	PROPN
brj-23426	158	32	control	control	PROPN
brj-23426	158	33	box	box	PROPN
brj-23426	158	34	;	;	PUNCT
brj-23426	158	35	5	5	X
brj-23426	158	36	.	.	X
brj-23426	158	37	soil	soil	NOUN
brj-23426	158	38	sensor	sensor	VERB
brj-23426	158	39	the	the	DET
brj-23426	158	40	maize	maize	NOUN
brj-23426	158	41	plant	plant	NOUN
brj-23426	158	42	growth	growth	NOUN
brj-23426	158	43	control	control	NOUN
brj-23426	158	44	system	system	NOUN
brj-23426	158	45	was	be	AUX
brj-23426	158	46	divided	divide	VERB
brj-23426	158	47	into	into	ADP
brj-23426	158	48	three	three	NUM
brj-23426	158	49	parts	part	NOUN
brj-23426	158	50	:	:	PUNCT
brj-23426	158	51	acquisition	acquisition	NOUN
brj-23426	158	52	layer	layer	NOUN
brj-23426	158	53	,	,	PUNCT
brj-23426	158	54	decision	decision	NOUN
brj-23426	158	55	-	-	PUNCT
brj-23426	158	56	making	make	VERB
brj-23426	158	57	layer	layer	NOUN
brj-23426	158	58	,	,	PUNCT
brj-23426	158	59	and	and	CCONJ
brj-23426	158	60	management	management	NOUN
brj-23426	158	61	layer	layer	NOUN
brj-23426	158	62	.	.	PUNCT
brj-23426	159	1	the	the	DET
brj-23426	159	2	acquisition	acquisition	NOUN
brj-23426	159	3	layer	layer	NOUN
brj-23426	159	4	primarily	primarily	ADV
brj-23426	159	5	utilizes	utilize	VERB
brj-23426	159	6	sensors	sensor	NOUN
brj-23426	159	7	and	and	CCONJ
brj-23426	159	8	cameras	camera	NOUN
brj-23426	159	9	to	to	PART
brj-23426	159	10	gather	gather	VERB
brj-23426	159	11	information	information	NOUN
brj-23426	159	12	on	on	ADP
brj-23426	159	13	soil	soil	NOUN
brj-23426	159	14	nitrogen	nitrogen	NOUN
brj-23426	159	15	,	,	PUNCT
brj-23426	159	16	phosphorus	phosphorus	NOUN
brj-23426	159	17	,	,	PUNCT
brj-23426	159	18	potassium	potassium	NOUN
brj-23426	159	19	,	,	PUNCT
brj-23426	159	20	temperature	temperature	NOUN
brj-23426	159	21	,	,	PUNCT
brj-23426	159	22	humidity	humidity	NOUN
brj-23426	159	23	,	,	PUNCT
brj-23426	159	24	ph	ph	ADJ
brj-23426	159	25	levels	level	NOUN
brj-23426	159	26	,	,	PUNCT
brj-23426	159	27	as	as	ADV
brj-23426	159	28	well	well	ADV
brj-23426	159	29	as	as	ADP
brj-23426	159	30	images	image	NOUN
brj-23426	159	31	of	of	ADP
brj-23426	159	32	maize	maize	NOUN
brj-23426	159	33	plants	plant	NOUN
brj-23426	159	34	.	.	PUNCT
brj-23426	160	1	the	the	DET
brj-23426	160	2	decision	decision	NOUN
brj-23426	160	3	-	-	PUNCT
brj-23426	160	4	making	make	VERB
brj-23426	160	5	layer	layer	NOUN
brj-23426	160	6	assesses	assess	VERB
brj-23426	160	7	the	the	DET
brj-23426	160	8	current	current	ADJ
brj-23426	160	9	soil	soil	NOUN
brj-23426	160	10	nutrient	nutrient	NOUN
brj-23426	160	11	status	status	NOUN
brj-23426	160	12	,	,	PUNCT
brj-23426	160	13	suitability	suitability	NOUN
brj-23426	160	14	,	,	PUNCT
brj-23426	160	15	and	and	CCONJ
brj-23426	160	16	the	the	DET
brj-23426	160	17	growth	growth	NOUN
brj-23426	160	18	condition	condition	NOUN
brj-23426	160	19	of	of	ADP
brj-23426	160	20	maize	maize	NOUN
brj-23426	160	21	plants	plant	NOUN
brj-23426	160	22	based	base	VERB
brj-23426	160	23	on	on	ADP
brj-23426	160	24	the	the	DET
brj-23426	160	25	information	information	NOUN
brj-23426	160	26	gathered	gather	VERB
brj-23426	160	27	from	from	ADP
brj-23426	160	28	the	the	DET
brj-23426	160	29	acquisition	acquisition	NOUN
brj-23426	160	30	layer	layer	NOUN
brj-23426	160	31	..	..	PUNCT
brj-23426	161	1	the	the	DET
brj-23426	161	2	management	management	NOUN
brj-23426	161	3	layer	layer	NOUN
brj-23426	161	4	mainly	mainly	ADV
brj-23426	161	5	carried	carry	VERB
brj-23426	161	6	out	out	ADP
brj-23426	161	7	water	water	NOUN
brj-23426	161	8	and	and	CCONJ
brj-23426	161	9	fertilizer	fertilizer	NOUN
brj-23426	161	10	regulation	regulation	NOUN
brj-23426	161	11	and	and	CCONJ
brj-23426	161	12	control	control	NOUN
brj-23426	161	13	,	,	PUNCT
brj-23426	161	14	and	and	CCONJ
brj-23426	161	15	information	information	NOUN
brj-23426	161	16	management	management	NOUN
brj-23426	161	17	of	of	ADP
brj-23426	161	18	the	the	DET
brj-23426	161	19	remote	remote	ADJ
brj-23426	161	20	end	end	NOUN
brj-23426	161	21	through	through	ADP
brj-23426	161	22	the	the	DET
brj-23426	161	23	information	information	NOUN
brj-23426	161	24	judged	judge	VERB
brj-23426	161	25	by	by	ADP
brj-23426	161	26	the	the	DET
brj-23426	161	27	decision	decision	NOUN
brj-23426	161	28	-	-	PUNCT
brj-23426	161	29	making	make	VERB
brj-23426	161	30	layer	layer	NOUN
brj-23426	161	31	.	.	PUNCT
brj-23426	162	1	considering	consider	VERB
brj-23426	162	2	that	that	SCONJ
brj-23426	162	3	the	the	DET
brj-23426	162	4	maize	maize	NOUN
brj-23426	162	5	plants	plant	NOUN
brj-23426	162	6	were	be	AUX
brj-23426	162	7	planted	plant	VERB
brj-23426	162	8	in	in	ADP
brj-23426	162	9	outdoor	outdoor	ADJ
brj-23426	162	10	operation	operation	NOUN
brj-23426	162	11	,	,	PUNCT
brj-23426	162	12	as	as	SCONJ
brj-23426	162	13	shown	show	VERB
brj-23426	162	14	in	in	ADP
brj-23426	162	15	fig	fig	NOUN
brj-23426	162	16	.	.	PUNCT
brj-23426	163	1	5	5	NUM
brj-23426	163	2	,	,	PUNCT
brj-23426	163	3	peer	peer	NOUN
brj-23426	163	4	-	-	PUNCT
brj-23426	163	5	reviewed	review	VERB
brj-23426	163	6	article	article	NOUN
brj-23426	163	7	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	163	8	liang	liang	PROPN
brj-23426	163	9	et	et	PROPN
brj-23426	163	10	al	al	PROPN
brj-23426	163	11	.	.	PROPN
brj-23426	164	1	(	(	PUNCT
brj-23426	164	2	2024	2024	NUM
brj-23426	164	3	)	)	PUNCT
brj-23426	164	4	.	.	PUNCT
brj-23426	165	1	“	"	PUNCT
brj-23426	165	2	maize	maize	VERB
brj-23426	165	3	growth	growth	NOUN
brj-23426	165	4	tracking	tracking	NOUN
brj-23426	165	5	,	,	PUNCT
brj-23426	165	6	”	"	PUNCT
brj-23426	165	7	bioresources	bioresource	NOUN
brj-23426	165	8	19(3	19(3	NUM
brj-23426	165	9	)	)	PUNCT
brj-23426	165	10	,	,	PUNCT
brj-23426	165	11	5450	5450	NUM
brj-23426	165	12	-	-	SYM
brj-23426	165	13	5466	5466	NUM
brj-23426	165	14	.	.	PUNCT
brj-23426	165	15	5457	5457	NUM
brj-23426	165	16	the	the	DET
brj-23426	165	17	battery	battery	NOUN
brj-23426	165	18	supplies	supply	VERB
brj-23426	165	19	power	power	NOUN
brj-23426	165	20	to	to	ADP
brj-23426	165	21	the	the	DET
brj-23426	165	22	electric	electric	PROPN
brj-23426	165	23	control	control	PROPN
brj-23426	165	24	cabinet	cabinet	PROPN
brj-23426	165	25	.	.	PUNCT
brj-23426	166	1	the	the	DET
brj-23426	166	2	soil	soil	NOUN
brj-23426	166	3	status	status	NOUN
brj-23426	166	4	information	information	NOUN
brj-23426	166	5	was	be	AUX
brj-23426	166	6	monitored	monitor	VERB
brj-23426	166	7	through	through	ADP
brj-23426	166	8	the	the	DET
brj-23426	166	9	soil	soil	NOUN
brj-23426	166	10	integrated	integrate	VERB
brj-23426	166	11	sensor	sensor	NOUN
brj-23426	166	12	.	.	PUNCT
brj-23426	167	1	the	the	DET
brj-23426	167	2	pump	pump	NOUN
brj-23426	167	3	carried	carry	VERB
brj-23426	167	4	out	out	ADP
brj-23426	167	5	water	water	NOUN
brj-23426	167	6	and	and	CCONJ
brj-23426	167	7	fertilizer	fertilizer	NOUN
brj-23426	167	8	regulation	regulation	NOUN
brj-23426	167	9	through	through	ADP
brj-23426	167	10	the	the	DET
brj-23426	167	11	venturi	venturi	PROPN
brj-23426	167	12	fertilizer	fertilizer	PROPN
brj-23426	167	13	applicator	applicator	NOUN
brj-23426	167	14	.	.	PUNCT
brj-23426	168	1	the	the	DET
brj-23426	168	2	wifi	wifi	NOUN
brj-23426	168	3	hotspot	hotspot	NOUN
brj-23426	168	4	connected	connect	VERB
brj-23426	168	5	the	the	DET
brj-23426	168	6	mcgs	mcgs	NOUN
brj-23426	168	7	touch	touch	NOUN
brj-23426	168	8	screen	screen	NOUN
brj-23426	168	9	and	and	CCONJ
brj-23426	168	10	the	the	DET
brj-23426	168	11	remote	remote	ADJ
brj-23426	168	12	end	end	NOUN
brj-23426	168	13	,	,	PUNCT
brj-23426	168	14	and	and	CCONJ
brj-23426	168	15	through	through	ADP
brj-23426	168	16	the	the	DET
brj-23426	168	17	debugging	debugging	NOUN
brj-23426	168	18	assistant	assistant	NOUN
brj-23426	168	19	,	,	PUNCT
brj-23426	168	20	it	it	PRON
brj-23426	168	21	realized	realize	VERB
brj-23426	168	22	the	the	DET
brj-23426	168	23	cloud	cloud	NOUN
brj-23426	168	24	login	login	NOUN
brj-23426	168	25	.	.	PUNCT
brj-23426	169	1	the	the	DET
brj-23426	169	2	remote	remote	ADJ
brj-23426	169	3	end	end	NOUN
brj-23426	169	4	built	build	VERB
brj-23426	169	5	a	a	DET
brj-23426	169	6	model	model	NOUN
brj-23426	169	7	through	through	ADP
brj-23426	169	8	python	python	NOUN
brj-23426	169	9	to	to	PART
brj-23426	169	10	identify	identify	VERB
brj-23426	169	11	the	the	DET
brj-23426	169	12	growth	growth	NOUN
brj-23426	169	13	period	period	NOUN
brj-23426	169	14	of	of	ADP
brj-23426	169	15	the	the	DET
brj-23426	169	16	maize	maize	NOUN
brj-23426	169	17	plants	plant	NOUN
brj-23426	169	18	and	and	CCONJ
brj-23426	169	19	process	process	VERB
brj-23426	169	20	the	the	DET
brj-23426	169	21	results	result	NOUN
brj-23426	169	22	of	of	ADP
brj-23426	169	23	growth	growth	NOUN
brj-23426	169	24	prediction	prediction	NOUN
brj-23426	169	25	and	and	CCONJ
brj-23426	169	26	display	display	VERB
brj-23426	169	27	the	the	DET
brj-23426	169	28	current	current	ADJ
brj-23426	169	29	operating	operating	NOUN
brj-23426	169	30	status	status	NOUN
brj-23426	169	31	of	of	ADP
brj-23426	169	32	the	the	DET
brj-23426	169	33	equipment	equipment	NOUN
brj-23426	169	34	.	.	PUNCT
brj-23426	170	1	storage	storage	NOUN
brj-23426	170	2	battery	battery	PROPN
brj-23426	170	3	plc	plc	PROPN
brj-23426	170	4	external	external	ADJ
brj-23426	170	5	power	power	NOUN
brj-23426	170	6	supply	supply	NOUN
brj-23426	170	7	mcgs	mcg	VERB
brj-23426	170	8	touch	touch	NOUN
brj-23426	170	9	screen	screen	NOUN
brj-23426	170	10	external	external	ADJ
brj-23426	170	11	power	power	NOUN
brj-23426	170	12	supply	supply	NOUN
brj-23426	170	13	remote	remote	ADJ
brj-23426	170	14	end	end	NOUN
brj-23426	170	15	wifi	wifi	NOUN
brj-23426	170	16	hot	hot	ADJ
brj-23426	170	17	spot	spot	NOUN
brj-23426	170	18	information	information	NOUN
brj-23426	170	19	interaction	interaction	NOUN
brj-23426	170	20	soil	soil	NOUN
brj-23426	170	21	integrated	integrate	VERB
brj-23426	170	22	sensor	sensor	NOUN
brj-23426	170	23	water	water	NOUN
brj-23426	170	24	pump	pump	VERB
brj-23426	170	25	milpa	milpa	NOUN
brj-23426	170	26	growth	growth	NOUN
brj-23426	170	27	period	period	NOUN
brj-23426	170	28	identification	identification	NOUN
brj-23426	170	29	growth	growth	NOUN
brj-23426	170	30	prediction	prediction	NOUN
brj-23426	170	31	visualization	visualization	NOUN
brj-23426	170	32	processing	process	VERB
brj-23426	170	33	fig	fig	NOUN
brj-23426	170	34	.	.	PUNCT
brj-23426	171	1	5	5	NUM
brj-23426	171	2	.	.	X
brj-23426	171	3	overall	overall	ADJ
brj-23426	171	4	functional	functional	ADJ
brj-23426	171	5	design	design	NOUN
brj-23426	171	6	of	of	ADP
brj-23426	171	7	the	the	DET
brj-23426	171	8	system	system	NOUN
brj-23426	171	9	methods	method	NOUN
brj-23426	171	10	of	of	ADP
brj-23426	171	11	regulation	regulation	NOUN
brj-23426	171	12	of	of	ADP
brj-23426	171	13	the	the	DET
brj-23426	171	14	system	system	NOUN
brj-23426	171	15	the	the	DET
brj-23426	171	16	experimental	experimental	ADJ
brj-23426	171	17	area	area	NOUN
brj-23426	171	18	was	be	AUX
brj-23426	171	19	planted	plant	VERB
brj-23426	171	20	with	with	ADP
brj-23426	171	21	maize	maize	NOUN
brj-23426	171	22	,	,	PUNCT
brj-23426	171	23	and	and	CCONJ
brj-23426	171	24	the	the	DET
brj-23426	171	25	camera	camera	NOUN
brj-23426	171	26	captured	capture	VERB
brj-23426	171	27	the	the	DET
brj-23426	171	28	growth	growth	NOUN
brj-23426	171	29	characteristics	characteristic	NOUN
brj-23426	171	30	of	of	ADP
brj-23426	171	31	maize	maize	NOUN
brj-23426	171	32	at	at	ADP
brj-23426	171	33	different	different	ADJ
brj-23426	171	34	periods	period	NOUN
brj-23426	171	35	.	.	PUNCT
brj-23426	172	1	a	a	DET
brj-23426	172	2	mobilenet	mobilenet	NOUN
brj-23426	172	3	model	model	NOUN
brj-23426	172	4	was	be	AUX
brj-23426	172	5	built	build	VERB
brj-23426	172	6	through	through	ADP
brj-23426	172	7	python	python	NOUN
brj-23426	172	8	to	to	PART
brj-23426	172	9	identify	identify	VERB
brj-23426	172	10	the	the	DET
brj-23426	172	11	growth	growth	NOUN
brj-23426	172	12	period	period	NOUN
brj-23426	172	13	and	and	CCONJ
brj-23426	172	14	was	be	AUX
brj-23426	172	15	combined	combine	VERB
brj-23426	172	16	with	with	ADP
brj-23426	172	17	the	the	DET
brj-23426	172	18	measured	measure	VERB
brj-23426	172	19	plant	plant	NOUN
brj-23426	172	20	height	height	NOUN
brj-23426	172	21	data	datum	NOUN
brj-23426	172	22	in	in	ADP
brj-23426	172	23	the	the	DET
brj-23426	172	24	field	field	NOUN
brj-23426	172	25	to	to	PART
brj-23426	172	26	judge	judge	VERB
brj-23426	172	27	the	the	DET
brj-23426	172	28	growth	growth	NOUN
brj-23426	172	29	of	of	ADP
brj-23426	172	30	the	the	DET
brj-23426	172	31	maize	maize	NOUN
brj-23426	172	32	plant	plant	NOUN
brj-23426	172	33	by	by	ADP
brj-23426	172	34	the	the	DET
brj-23426	172	35	day	day	NOUN
brj-23426	172	36	-	-	PUNCT
brj-23426	172	37	by	by	ADP
brj-23426	172	38	-	-	PUNCT
brj-23426	172	39	day	day	NOUN
brj-23426	172	40	growth	growth	NOUN
brj-23426	172	41	rate	rate	NOUN
brj-23426	172	42	of	of	ADP
brj-23426	172	43	the	the	DET
brj-23426	172	44	plant	plant	NOUN
brj-23426	172	45	height	height	NOUN
brj-23426	172	46	.	.	PUNCT
brj-23426	173	1	it	it	PRON
brj-23426	173	2	predicted	predict	VERB
brj-23426	173	3	the	the	DET
brj-23426	173	4	trend	trend	NOUN
brj-23426	173	5	of	of	ADP
brj-23426	173	6	the	the	DET
brj-23426	173	7	plant	plant	NOUN
brj-23426	173	8	height	height	NOUN
brj-23426	173	9	through	through	ADP
brj-23426	173	10	the	the	DET
brj-23426	173	11	optimized	optimize	VERB
brj-23426	173	12	model	model	NOUN
brj-23426	173	13	.	.	PUNCT
brj-23426	174	1	maize	maize	NOUN
brj-23426	174	2	plant	plant	NOUN
brj-23426	174	3	growth	growth	NOUN
brj-23426	174	4	period	period	NOUN
brj-23426	174	5	identification	identification	NOUN
brj-23426	174	6	and	and	CCONJ
brj-23426	174	7	growth	growth	NOUN
brj-23426	174	8	prediction	prediction	NOUN
brj-23426	174	9	were	be	AUX
brj-23426	174	10	used	use	VERB
brj-23426	174	11	to	to	PART
brj-23426	174	12	better	well	ADV
brj-23426	174	13	target	target	VERB
brj-23426	174	14	the	the	DET
brj-23426	174	15	critical	critical	ADJ
brj-23426	174	16	period	period	NOUN
brj-23426	174	17	of	of	ADP
brj-23426	174	18	maize	maize	NOUN
brj-23426	174	19	for	for	ADP
brj-23426	174	20	regulation	regulation	NOUN
brj-23426	174	21	.	.	PUNCT
brj-23426	175	1	as	as	SCONJ
brj-23426	175	2	shown	show	VERB
brj-23426	175	3	in	in	ADP
brj-23426	175	4	fig	fig	NOUN
brj-23426	175	5	.	.	PUNCT
brj-23426	176	1	6	6	NUM
brj-23426	176	2	,	,	PUNCT
brj-23426	176	3	the	the	DET
brj-23426	176	4	water	water	NOUN
brj-23426	176	5	-	-	PUNCT
brj-23426	176	6	fertilizer	fertilizer	NOUN
brj-23426	176	7	concentration	concentration	NOUN
brj-23426	176	8	was	be	AUX
brj-23426	176	9	jointly	jointly	ADV
brj-23426	176	10	determined	determine	VERB
brj-23426	176	11	by	by	ADP
brj-23426	176	12	the	the	DET
brj-23426	176	13	amount	amount	NOUN
brj-23426	176	14	of	of	ADP
brj-23426	176	15	fertilizer	fertilizer	NOUN
brj-23426	176	16	injected	inject	VERB
brj-23426	176	17	into	into	ADP
brj-23426	176	18	the	the	DET
brj-23426	176	19	pipe	pipe	NOUN
brj-23426	176	20	and	and	CCONJ
brj-23426	176	21	the	the	DET
brj-23426	176	22	amount	amount	NOUN
brj-23426	176	23	of	of	ADP
brj-23426	176	24	incoming	incoming	ADJ
brj-23426	176	25	water	water	NOUN
brj-23426	176	26	in	in	ADP
brj-23426	176	27	the	the	DET
brj-23426	176	28	pipe	pipe	NOUN
brj-23426	176	29	.	.	PUNCT
brj-23426	177	1	it	it	PRON
brj-23426	177	2	was	be	AUX
brj-23426	177	3	assumed	assume	VERB
brj-23426	177	4	that	that	SCONJ
brj-23426	177	5	during	during	ADP
brj-23426	177	6	the	the	DET
brj-23426	177	7	water	water	NOUN
brj-23426	177	8	-	-	PUNCT
brj-23426	177	9	fertilizer	fertilizer	NOUN
brj-23426	177	10	mixing	mixing	NOUN
brj-23426	177	11	process	process	NOUN
brj-23426	177	12	,	,	PUNCT
brj-23426	177	13	there	there	PRON
brj-23426	177	14	is	be	VERB
brj-23426	177	15	always	always	ADV
brj-23426	177	16	a	a	DET
brj-23426	177	17	flow	flow	NOUN
brj-23426	177	18	of	of	ADP
brj-23426	177	19	water	water	NOUN
brj-23426	177	20	in	in	ADP
brj-23426	177	21	the	the	DET
brj-23426	177	22	pipe	pipe	NOUN
brj-23426	177	23	and	and	CCONJ
brj-23426	177	24	that	that	SCONJ
brj-23426	177	25	the	the	DET
brj-23426	177	26	concentration	concentration	NOUN
brj-23426	177	27	of	of	ADP
brj-23426	177	28	fertilizer	fertilizer	NOUN
brj-23426	177	29	is	be	AUX
brj-23426	177	30	uniformly	uniformly	ADV
brj-23426	177	31	distributed	distribute	VERB
brj-23426	177	32	in	in	ADP
brj-23426	177	33	all	all	DET
brj-23426	177	34	parts	part	NOUN
brj-23426	177	35	of	of	ADP
brj-23426	177	36	the	the	DET
brj-23426	177	37	pipe	pipe	NOUN
brj-23426	177	38	.	.	PUNCT
brj-23426	178	1	since	since	SCONJ
brj-23426	178	2	the	the	DET
brj-23426	178	3	volume	volume	NOUN
brj-23426	178	4	of	of	ADP
brj-23426	178	5	the	the	DET
brj-23426	178	6	pipe	pipe	NOUN
brj-23426	178	7	serves	serve	VERB
brj-23426	178	8	as	as	ADP
brj-23426	178	9	a	a	DET
brj-23426	178	10	constant	constant	ADJ
brj-23426	178	11	,	,	PUNCT
brj-23426	178	12	the	the	DET
brj-23426	178	13	pipe	pipe	NOUN
brj-23426	178	14	can	can	AUX
brj-23426	178	15	be	be	AUX
brj-23426	178	16	intercepted	intercept	VERB
brj-23426	178	17	and	and	CCONJ
brj-23426	178	18	analysed	analyse	VERB
brj-23426	178	19	in	in	ADP
brj-23426	178	20	terms	term	NOUN
brj-23426	178	21	of	of	ADP
brj-23426	178	22	the	the	DET
brj-23426	178	23	unit	unit	NOUN
brj-23426	178	24	volume	volume	NOUN
brj-23426	178	25	of	of	ADP
brj-23426	178	26	the	the	DET
brj-23426	178	27	pipe	pipe	NOUN
brj-23426	178	28	.	.	PUNCT
brj-23426	179	1	mixed	mixed	ADJ
brj-23426	179	2	channel	channel	NOUN
brj-23426	179	3	of	of	ADP
brj-23426	179	4	water	water	NOUN
brj-23426	179	5	and	and	CCONJ
brj-23426	179	6	fertilizer	fertilizer	NOUN
brj-23426	179	7	qin(t	qin(t	NOUN
brj-23426	179	8	)	)	PUNCT
brj-23426	179	9	qpour(t)·θpour(t	qpour(t)·θpour(t	ADJ
brj-23426	179	10	)	)	PUNCT
brj-23426	179	11	qout(t)·θout(t	qout(t)·θout(t	NOUN
brj-23426	179	12	)	)	PUNCT
brj-23426	180	1	vg·cg(t	vg·cg(t	PROPN
brj-23426	180	2	)	)	PUNCT
brj-23426	180	3	fig	fig	NOUN
brj-23426	180	4	.	.	PUNCT
brj-23426	181	1	6	6	NUM
brj-23426	181	2	.	.	X
brj-23426	181	3	water	water	NOUN
brj-23426	181	4	and	and	CCONJ
brj-23426	181	5	fertilizer	fertilizer	NOUN
brj-23426	181	6	mixed	mix	VERB
brj-23426	181	7	regulation	regulation	NOUN
brj-23426	181	8	method	method	NOUN
brj-23426	181	9	peer	peer	NOUN
brj-23426	181	10	-	-	PUNCT
brj-23426	181	11	reviewed	review	VERB
brj-23426	181	12	article	article	NOUN
brj-23426	181	13	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	181	14	liang	liang	PROPN
brj-23426	181	15	et	et	PROPN
brj-23426	181	16	al	al	PROPN
brj-23426	181	17	.	.	PROPN
brj-23426	182	1	(	(	PUNCT
brj-23426	182	2	2024	2024	NUM
brj-23426	182	3	)	)	PUNCT
brj-23426	182	4	.	.	PUNCT
brj-23426	183	1	“	"	PUNCT
brj-23426	183	2	maize	maize	VERB
brj-23426	183	3	growth	growth	NOUN
brj-23426	183	4	tracking	tracking	NOUN
brj-23426	183	5	,	,	PUNCT
brj-23426	183	6	”	"	PUNCT
brj-23426	183	7	bioresources	bioresource	NOUN
brj-23426	183	8	19(3	19(3	NUM
brj-23426	183	9	)	)	PUNCT
brj-23426	183	10	,	,	PUNCT
brj-23426	183	11	5450	5450	NUM
brj-23426	183	12	-	-	SYM
brj-23426	183	13	5466	5466	NUM
brj-23426	183	14	.	.	PUNCT
brj-23426	183	15	5458	5458	NUM
brj-23426	183	16	according	accord	VERB
brj-23426	183	17	to	to	ADP
brj-23426	183	18	the	the	DET
brj-23426	183	19	conservation	conservation	NOUN
brj-23426	183	20	of	of	ADP
brj-23426	183	21	solution	solution	NOUN
brj-23426	183	22	volume	volume	NOUN
brj-23426	183	23	,	,	PUNCT
brj-23426	183	24	the	the	DET
brj-23426	183	25	amount	amount	NOUN
brj-23426	183	26	of	of	ADP
brj-23426	183	27	water	water	NOUN
brj-23426	183	28	input	input	NOUN
brj-23426	183	29	into	into	ADP
brj-23426	183	30	the	the	DET
brj-23426	183	31	pipeline	pipeline	NOUN
brj-23426	183	32	plus	plus	CCONJ
brj-23426	183	33	the	the	DET
brj-23426	183	34	amount	amount	NOUN
brj-23426	183	35	of	of	ADP
brj-23426	183	36	fertilizer	fertilizer	NOUN
brj-23426	183	37	solution	solution	NOUN
brj-23426	183	38	was	be	AUX
brj-23426	183	39	equal	equal	ADJ
brj-23426	183	40	to	to	ADP
brj-23426	183	41	the	the	DET
brj-23426	183	42	amount	amount	NOUN
brj-23426	183	43	of	of	ADP
brj-23426	183	44	mixed	mixed	ADJ
brj-23426	183	45	solution	solution	NOUN
brj-23426	183	46	in	in	ADP
brj-23426	183	47	the	the	DET
brj-23426	183	48	pipeline	pipeline	NOUN
brj-23426	183	49	plus	plus	CCONJ
brj-23426	183	50	the	the	DET
brj-23426	183	51	amount	amount	NOUN
brj-23426	183	52	of	of	ADP
brj-23426	183	53	solution	solution	NOUN
brj-23426	183	54	output	output	NOUN
brj-23426	183	55	from	from	ADP
brj-23426	183	56	the	the	DET
brj-23426	183	57	pipeline	pipeline	NOUN
brj-23426	183	58	,	,	PUNCT
brj-23426	183	59	which	which	PRON
brj-23426	183	60	can	can	AUX
brj-23426	183	61	be	be	AUX
brj-23426	183	62	obtained	obtain	VERB
brj-23426	183	63	from	from	ADP
brj-23426	183	64	eq	eq	ADP
brj-23426	183	65	.	.	PROPN
brj-23426	183	66	9	9	NUM
brj-23426	183	67	,	,	PUNCT
brj-23426	183	68	dttqvdttqtq	dttqvdttqtq	NOUN
brj-23426	183	69	g	g	PROPN
brj-23426	183	70	+=+	+=+	X
brj-23426	183	71			ADV
brj-23426	183	72	)	)	PUNCT
brj-23426	183	73	(	(	PUNCT
brj-23426	183	74	]	]	X
brj-23426	183	75	）	）	PUNCT
brj-23426	183	76	[	[	PUNCT
brj-23426	183	77	outinpour	outinpour	NOUN
brj-23426	183	78	（	（	PUNCT
brj-23426	183	79	）	）	PUNCT
brj-23426	183	80	（	（	PUNCT
brj-23426	183	81	(	(	PUNCT
brj-23426	183	82	9	9	NUM
brj-23426	183	83	)	)	PUNCT
brj-23426	183	84	where	where	SCONJ
brj-23426	183	85	qin(t	qin(t	NOUN
brj-23426	183	86	)	)	PUNCT
brj-23426	183	87	is	be	AUX
brj-23426	183	88	water	water	NOUN
brj-23426	183	89	intake	intake	NOUN
brj-23426	183	90	per	per	ADP
brj-23426	183	91	unit	unit	NOUN
brj-23426	183	92	of	of	ADP
brj-23426	183	93	time	time	NOUN
brj-23426	183	94	(	(	PUNCT
brj-23426	183	95	m3	m3	PROPN
brj-23426	183	96	/	/	SYM
brj-23426	183	97	h	h	NOUN
brj-23426	183	98	)	)	PUNCT
brj-23426	183	99	.	.	PUNCT
brj-23426	184	1	considering	consider	VERB
brj-23426	184	2	the	the	DET
brj-23426	184	3	water	water	NOUN
brj-23426	184	4	-	-	PUNCT
brj-23426	184	5	fertilizer	fertilizer	NOUN
brj-23426	184	6	mixing	mixing	NOUN
brj-23426	184	7	process	process	NOUN
brj-23426	184	8	,	,	PUNCT
brj-23426	184	9	there	there	PRON
brj-23426	184	10	existed	exist	VERB
brj-23426	184	11	a	a	DET
brj-23426	184	12	certain	certain	ADJ
brj-23426	184	13	proportional	proportional	ADJ
brj-23426	184	14	relationship	relationship	NOUN
brj-23426	184	15	between	between	ADP
brj-23426	184	16	the	the	DET
brj-23426	184	17	concentration	concentration	NOUN
brj-23426	184	18	of	of	ADP
brj-23426	184	19	fertilizer	fertilizer	NOUN
brj-23426	184	20	injected	inject	VERB
brj-23426	184	21	and	and	CCONJ
brj-23426	184	22	the	the	DET
brj-23426	184	23	concentration	concentration	NOUN
brj-23426	184	24	of	of	ADP
brj-23426	184	25	fertilizer	fertilizer	NOUN
brj-23426	184	26	out	out	ADP
brj-23426	184	27	of	of	ADP
brj-23426	184	28	the	the	DET
brj-23426	184	29	pipe	pipe	NOUN
brj-23426	184	30	.	.	PUNCT
brj-23426	185	1	the	the	DET
brj-23426	185	2	concentration	concentration	NOUN
brj-23426	185	3	of	of	ADP
brj-23426	185	4	fertilizer	fertilizer	NOUN
brj-23426	185	5	injected	inject	VERB
brj-23426	185	6	can	can	AUX
brj-23426	185	7	be	be	AUX
brj-23426	185	8	configured	configure	VERB
brj-23426	185	9	in	in	ADP
brj-23426	185	10	advance	advance	NOUN
brj-23426	185	11	,	,	PUNCT
brj-23426	185	12	and	and	CCONJ
brj-23426	185	13	the	the	DET
brj-23426	185	14	amount	amount	NOUN
brj-23426	185	15	of	of	ADP
brj-23426	185	16	fertilizer	fertilizer	NOUN
brj-23426	185	17	injected	inject	VERB
brj-23426	185	18	was	be	AUX
brj-23426	185	19	derived	derive	VERB
brj-23426	185	20	from	from	ADP
brj-23426	185	21	eq	eq	NOUN
brj-23426	185	22	.	.	PROPN
brj-23426	185	23	10	10	NUM
brj-23426	185	24	,	,	PUNCT
brj-23426	185	25	)	)	PUNCT
brj-23426	185	26	(	(	PUNCT
brj-23426	185	27	)	)	PUNCT
brj-23426	185	28	(	(	PUNCT
brj-23426	185	29	)	)	PUNCT
brj-23426	185	30	(	(	PUNCT
brj-23426	185	31	)	)	PUNCT
brj-23426	185	32	(	(	PUNCT
brj-23426	185	33	)	)	PUNCT
brj-23426	185	34	(	(	PUNCT
brj-23426	185	35	in	in	ADP
brj-23426	185	36	outout	outout	NOUN
brj-23426	185	37	out	out	ADP
brj-23426	185	38	out	out	ADP
brj-23426	185	39	tq	tq	ADP
brj-23426	185	40	tt	tt	PROPN
brj-23426	185	41	t	t	PROPN
brj-23426	185	42	tq	tq	ADV
brj-23426	185	43			NUM
brj-23426	185	44	−	−	NOUN
brj-23426	186	1	=	=	SYM
brj-23426	186	2			ADJ
brj-23426	186	3			PROPN
brj-23426	186	4	(	(	PUNCT
brj-23426	186	5	10	10	NUM
brj-23426	186	6	)	)	PUNCT
brj-23426	186	7	general	general	ADJ
brj-23426	186	8	crop	crop	NOUN
brj-23426	186	9	fertilizer	fertilizer	NOUN
brj-23426	186	10	spraying	spray	VERB
brj-23426	186	11	concentration	concentration	NOUN
brj-23426	186	12	requirements	requirement	NOUN
brj-23426	186	13	did	do	AUX
brj-23426	186	14	not	not	PART
brj-23426	186	15	exceed	exceed	VERB
brj-23426	186	16	0.3	0.3	NUM
brj-23426	186	17	%	%	NOUN
brj-23426	186	18	,	,	PUNCT
brj-23426	186	19	of	of	ADP
brj-23426	186	20	which	which	PRON
brj-23426	186	21	urea	urea	NOUN
brj-23426	186	22	was	be	AUX
brj-23426	186	23	between	between	ADP
brj-23426	186	24	0.4	0.4	NUM
brj-23426	186	25	to	to	PART
brj-23426	186	26	0.6	0.6	NUM
brj-23426	186	27	%	%	NOUN
brj-23426	186	28	.	.	PUNCT
brj-23426	187	1	the	the	DET
brj-23426	187	2	sensor	sensor	NOUN
brj-23426	187	3	collects	collect	VERB
brj-23426	187	4	soil	soil	NOUN
brj-23426	187	5	nutrient	nutrient	NOUN
brj-23426	187	6	data	datum	NOUN
brj-23426	187	7	,	,	PUNCT
brj-23426	187	8	and	and	CCONJ
brj-23426	187	9	when	when	SCONJ
brj-23426	187	10	the	the	DET
brj-23426	187	11	collected	collect	VERB
brj-23426	187	12	monitoring	monitoring	NOUN
brj-23426	187	13	data	datum	NOUN
brj-23426	187	14	is	be	AUX
brj-23426	187	15	lower	low	ADJ
brj-23426	187	16	than	than	ADP
brj-23426	187	17	the	the	DET
brj-23426	187	18	demand	demand	NOUN
brj-23426	187	19	,	,	PUNCT
brj-23426	187	20	the	the	DET
brj-23426	187	21	difference	difference	NOUN
brj-23426	187	22	between	between	ADP
brj-23426	187	23	the	the	DET
brj-23426	187	24	two	two	NUM
brj-23426	187	25	is	be	AUX
brj-23426	187	26	calculated	calculate	VERB
brj-23426	187	27	as	as	ADP
brj-23426	187	28	the	the	DET
brj-23426	187	29	amount	amount	NOUN
brj-23426	187	30	of	of	ADP
brj-23426	187	31	fertilizer	fertilizer	NOUN
brj-23426	187	32	applied	apply	VERB
brj-23426	187	33	to	to	ADP
brj-23426	187	34	the	the	DET
brj-23426	187	35	crop	crop	NOUN
brj-23426	187	36	(	(	PUNCT
brj-23426	187	37	chen	chen	PROPN
brj-23426	187	38	2021	2021	NUM
brj-23426	187	39	)	)	PUNCT
brj-23426	187	40	.	.	PUNCT
brj-23426	188	1	in	in	ADP
brj-23426	188	2	this	this	DET
brj-23426	188	3	case	case	NOUN
brj-23426	188	4	,	,	PUNCT
brj-23426	188	5	the	the	DET
brj-23426	188	6	specific	specific	ADJ
brj-23426	188	7	calculation	calculation	NOUN
brj-23426	188	8	of	of	ADP
brj-23426	188	9	fertilizer	fertilizer	NOUN
brj-23426	188	10	application	application	NOUN
brj-23426	188	11	time	time	NOUN
brj-23426	188	12	was	be	AUX
brj-23426	188	13	obtained	obtain	VERB
brj-23426	188	14	from	from	ADP
brj-23426	188	15	eq	eq	ADP
brj-23426	188	16	.	.	PROPN
brj-23426	188	17	11	11	NUM
brj-23426	188	18	and	and	CCONJ
brj-23426	188	19	12	12	NUM
brj-23426	188	20	,	,	PUNCT
brj-23426	188	21	pour	pour	NOUN
brj-23426	188	22	inwaterfertilizer	inwaterfertilizer	NOUN
brj-23426	188	23	spread	spread	VERB
brj-23426	188	24	6.3	6.3	NUM
brj-23426	188	25	q	q	NOUN
brj-23426	188	26	qtq	qtq	PROPN
brj-23426	188	27	t	t	NOUN
brj-23426	188	28	+	+	X
brj-23426	188	29	=	=	PUNCT
brj-23426	188	30	(	(	PUNCT
brj-23426	188	31	11	11	NUM
brj-23426	188	32	)	)	PUNCT
brj-23426	188	33	3600	3600	NUM
brj-23426	188	34	overflow	overflow	NOUN
brj-23426	188	35	maxwater	maxwater	NOUN
brj-23426	188	36	water	water	NOUN
brj-23426	188	37			NOUN
brj-23426	189	1	+	+	CCONJ
brj-23426	189	2	=	=	SYM
brj-23426	189	3	q	q	X
brj-23426	189	4	qq	qq	X
brj-23426	189	5	t	t	PROPN
brj-23426	189	6	(	(	PUNCT
brj-23426	189	7	12	12	NUM
brj-23426	189	8	)	)	PUNCT
brj-23426	189	9	where	where	SCONJ
brj-23426	189	10	tspread	tspread	NOUN
brj-23426	189	11	is	be	AUX
brj-23426	189	12	fertilization	fertilization	NOUN
brj-23426	189	13	time	time	NOUN
brj-23426	189	14	(	(	PUNCT
brj-23426	189	15	h	h	NOUN
brj-23426	189	16	)	)	PUNCT
brj-23426	189	17	,	,	PUNCT
brj-23426	189	18	twater	twater	NOUN
brj-23426	189	19	is	be	AUX
brj-23426	189	20	water	water	NOUN
brj-23426	189	21	supplying	supplying	NOUN
brj-23426	189	22	time	time	NOUN
brj-23426	189	23	(	(	PUNCT
brj-23426	189	24	h	h	NOUN
brj-23426	189	25	)	)	PUNCT
brj-23426	189	26	,	,	PUNCT
brj-23426	189	27	qfertilizer	qfertilizer	NOUN
brj-23426	189	28	is	be	AUX
brj-23426	189	29	fertilizer	fertilizer	NOUN
brj-23426	189	30	demand	demand	NOUN
brj-23426	189	31	(	(	PUNCT
brj-23426	189	32	m3	m3	PROPN
brj-23426	189	33	/	/	SYM
brj-23426	189	34	h	h	NOUN
brj-23426	189	35	)	)	PUNCT
brj-23426	189	36	,	,	PUNCT
brj-23426	189	37	qwater	qwater	PROPN
brj-23426	189	38	is	be	AUX
brj-23426	189	39	water	water	NOUN
brj-23426	189	40	supply	supply	NOUN
brj-23426	189	41	demand	demand	NOUN
brj-23426	189	42	(	(	PUNCT
brj-23426	189	43	m3	m3	PROPN
brj-23426	189	44	/	/	SYM
brj-23426	189	45	h	h	NOUN
brj-23426	189	46	)	)	PUNCT
brj-23426	189	47	,	,	PUNCT
brj-23426	189	48	and	and	CCONJ
brj-23426	189	49	qmax	qmax	NOUN
brj-23426	189	50	is	be	AUX
brj-23426	189	51	maximum	maximum	ADJ
brj-23426	189	52	flow	flow	NOUN
brj-23426	189	53	(	(	PUNCT
brj-23426	189	54	m3	m3	PROPN
brj-23426	189	55	/	/	SYM
brj-23426	189	56	h	h	NOUN
brj-23426	189	57	)	)	PUNCT
brj-23426	189	58	.	.	PUNCT
brj-23426	190	1	results	result	VERB
brj-23426	190	2	analysis	analysis	NOUN
brj-23426	190	3	of	of	ADP
brj-23426	190	4	the	the	DET
brj-23426	190	5	effect	effect	NOUN
brj-23426	190	6	of	of	ADP
brj-23426	190	7	growth	growth	NOUN
brj-23426	190	8	period	period	NOUN
brj-23426	190	9	identification	identification	NOUN
brj-23426	190	10	as	as	SCONJ
brj-23426	190	11	shown	show	VERB
brj-23426	190	12	in	in	ADP
brj-23426	190	13	fig	fig	NOUN
brj-23426	190	14	.	.	PUNCT
brj-23426	191	1	7	7	NUM
brj-23426	191	2	,	,	PUNCT
brj-23426	191	3	the	the	DET
brj-23426	191	4	preprocessed	preprocesse	VERB
brj-23426	191	5	image	image	NOUN
brj-23426	191	6	was	be	AUX
brj-23426	191	7	used	use	VERB
brj-23426	191	8	as	as	ADP
brj-23426	191	9	input	input	NOUN
brj-23426	191	10	to	to	ADP
brj-23426	191	11	the	the	DET
brj-23426	191	12	mobilenet	mobilenet	NOUN
brj-23426	191	13	model	model	NOUN
brj-23426	191	14	.	.	PUNCT
brj-23426	192	1	the	the	DET
brj-23426	192	2	number	number	NOUN
brj-23426	192	3	of	of	ADP
brj-23426	192	4	training	training	NOUN
brj-23426	192	5	rounds	round	NOUN
brj-23426	192	6	of	of	ADP
brj-23426	192	7	the	the	DET
brj-23426	192	8	model	model	NOUN
brj-23426	192	9	was	be	AUX
brj-23426	192	10	10	10	NUM
brj-23426	192	11	rounds	round	NOUN
brj-23426	192	12	.	.	PUNCT
brj-23426	193	1	the	the	DET
brj-23426	193	2	error	error	NOUN
brj-23426	193	3	was	be	AUX
brj-23426	193	4	corrected	correct	VERB
brj-23426	193	5	using	use	VERB
brj-23426	193	6	the	the	DET
brj-23426	193	7	adam	adam	PROPN
brj-23426	193	8	optimizer	optimizer	NOUN
brj-23426	193	9	.	.	PUNCT
brj-23426	194	1	the	the	DET
brj-23426	194	2	error	error	NOUN
brj-23426	194	3	rate	rate	NOUN
brj-23426	194	4	of	of	ADP
brj-23426	194	5	the	the	DET
brj-23426	194	6	model	model	NOUN
brj-23426	194	7	in	in	ADP
brj-23426	194	8	the	the	DET
brj-23426	194	9	training	training	NOUN
brj-23426	194	10	set	set	NOUN
brj-23426	194	11	of	of	ADP
brj-23426	194	12	maize	maize	NOUN
brj-23426	194	13	plant	plant	NOUN
brj-23426	194	14	growth	growth	NOUN
brj-23426	194	15	stage	stage	NOUN
brj-23426	194	16	recognition	recognition	NOUN
brj-23426	194	17	decreased	decrease	VERB
brj-23426	194	18	with	with	ADP
brj-23426	194	19	the	the	DET
brj-23426	194	20	number	number	NOUN
brj-23426	194	21	of	of	ADP
brj-23426	194	22	training	training	NOUN
brj-23426	194	23	rounds	round	NOUN
brj-23426	194	24	,	,	PUNCT
brj-23426	194	25	and	and	CCONJ
brj-23426	194	26	the	the	DET
brj-23426	194	27	maize	maize	NOUN
brj-23426	194	28	plant	plant	NOUN
brj-23426	194	29	growth	growth	NOUN
brj-23426	194	30	stage	stage	NOUN
brj-23426	194	31	recognition	recognition	NOUN
brj-23426	194	32	model	model	NOUN
brj-23426	194	33	was	be	AUX
brj-23426	194	34	verified	verify	VERB
brj-23426	194	35	by	by	ADP
brj-23426	194	36	the	the	DET
brj-23426	194	37	test	test	NOUN
brj-23426	194	38	set	set	VERB
brj-23426	194	39	to	to	PART
brj-23426	194	40	verify	verify	VERB
brj-23426	194	41	the	the	DET
brj-23426	194	42	effectiveness	effectiveness	NOUN
brj-23426	194	43	of	of	ADP
brj-23426	194	44	the	the	DET
brj-23426	194	45	model	model	NOUN
brj-23426	194	46	.	.	PUNCT
brj-23426	195	1	the	the	DET
brj-23426	195	2	results	result	NOUN
brj-23426	195	3	showed	show	VERB
brj-23426	195	4	that	that	SCONJ
brj-23426	195	5	the	the	DET
brj-23426	195	6	maize	maize	NOUN
brj-23426	195	7	plant	plant	NOUN
brj-23426	195	8	was	be	AUX
brj-23426	195	9	in	in	ADP
brj-23426	195	10	the	the	DET
brj-23426	195	11	seedling	seedling	NOUN
brj-23426	195	12	stage	stage	NOUN
brj-23426	195	13	,	,	PUNCT
brj-23426	195	14	the	the	DET
brj-23426	195	15	node	node	NOUN
brj-23426	195	16	pulling	pull	VERB
brj-23426	195	17	stage	stage	NOUN
brj-23426	195	18	,	,	PUNCT
brj-23426	195	19	and	and	CCONJ
brj-23426	195	20	the	the	DET
brj-23426	195	21	male	male	NOUN
brj-23426	195	22	-	-	PUNCT
brj-23426	195	23	pulling	pull	VERB
brj-23426	195	24	stage	stage	NOUN
brj-23426	195	25	.	.	PUNCT
brj-23426	196	1	the	the	DET
brj-23426	196	2	accuracies	accuracy	NOUN
brj-23426	196	3	of	of	ADP
brj-23426	196	4	maize	maize	NOUN
brj-23426	196	5	plants	plant	NOUN
brj-23426	196	6	at	at	ADP
brj-23426	196	7	seedling	seedling	NOUN
brj-23426	196	8	,	,	PUNCT
brj-23426	196	9	node	node	ADJ
brj-23426	196	10	pulling	pulling	NOUN
brj-23426	196	11	,	,	PUNCT
brj-23426	196	12	staminate	staminate	NOUN
brj-23426	196	13	pulling	pulling	NOUN
brj-23426	196	14	,	,	PUNCT
brj-23426	196	15	milk	milk	NOUN
brj-23426	196	16	ripening	ripening	NOUN
brj-23426	196	17	and	and	CCONJ
brj-23426	196	18	maturity	maturity	NOUN
brj-23426	196	19	stage	stage	NOUN
brj-23426	196	20	were	be	AUX
brj-23426	196	21	98	98	NUM
brj-23426	196	22	%	%	NOUN
brj-23426	196	23	,	,	PUNCT
brj-23426	196	24	96	96	NUM
brj-23426	196	25	%	%	NOUN
brj-23426	196	26	,	,	PUNCT
brj-23426	196	27	92	92	NUM
brj-23426	196	28	%	%	NOUN
brj-23426	196	29	,	,	PUNCT
brj-23426	196	30	85	85	NUM
brj-23426	196	31	%	%	NOUN
brj-23426	196	32	,	,	PUNCT
brj-23426	196	33	97	97	NUM
brj-23426	196	34	%	%	NOUN
brj-23426	196	35	,	,	PUNCT
brj-23426	196	36	respectively	respectively	ADV
brj-23426	196	37	.	.	PUNCT
brj-23426	197	1	peer	peer	NOUN
brj-23426	197	2	-	-	PUNCT
brj-23426	197	3	reviewed	review	VERB
brj-23426	197	4	article	article	NOUN
brj-23426	197	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	197	6	liang	liang	PROPN
brj-23426	197	7	et	et	PROPN
brj-23426	197	8	al	al	PROPN
brj-23426	197	9	.	.	PROPN
brj-23426	198	1	(	(	PUNCT
brj-23426	198	2	2024	2024	NUM
brj-23426	198	3	)	)	PUNCT
brj-23426	198	4	.	.	PUNCT
brj-23426	199	1	“	"	PUNCT
brj-23426	199	2	maize	maize	VERB
brj-23426	199	3	growth	growth	NOUN
brj-23426	199	4	tracking	tracking	NOUN
brj-23426	199	5	,	,	PUNCT
brj-23426	199	6	”	"	PUNCT
brj-23426	199	7	bioresources	bioresource	NOUN
brj-23426	199	8	19(3	19(3	NUM
brj-23426	199	9	)	)	PUNCT
brj-23426	199	10	,	,	PUNCT
brj-23426	199	11	5450	5450	NUM
brj-23426	199	12	-	-	SYM
brj-23426	199	13	5466	5466	NUM
brj-23426	199	14	.	.	PUNCT
brj-23426	200	1	5459	5459	NUM
brj-23426	200	2	fig	fig	NOUN
brj-23426	200	3	.	.	PUNCT
brj-23426	201	1	7	7	X
brj-23426	201	2	.	.	X
brj-23426	201	3	growth	growth	NOUN
brj-23426	201	4	-	-	PUNCT
brj-23426	201	5	term	term	NOUN
brj-23426	201	6	recognition	recognition	NOUN
brj-23426	201	7	of	of	ADP
brj-23426	201	8	maize	maize	NOUN
brj-23426	201	9	plants	plant	VERB
brj-23426	201	10	analysis	analysis	NOUN
brj-23426	201	11	of	of	ADP
brj-23426	201	12	plant	plant	NOUN
brj-23426	201	13	height	height	NOUN
brj-23426	201	14	prediction	prediction	NOUN
brj-23426	201	15	model	model	NOUN
brj-23426	201	16	results	result	NOUN
brj-23426	201	17	based	base	VERB
brj-23426	201	18	on	on	ADP
brj-23426	201	19	the	the	DET
brj-23426	201	20	measured	measured	ADJ
brj-23426	201	21	data	datum	NOUN
brj-23426	201	22	of	of	ADP
brj-23426	201	23	maize	maize	NOUN
brj-23426	201	24	plant	plant	NOUN
brj-23426	201	25	height	height	NOUN
brj-23426	201	26	during	during	ADP
brj-23426	201	27	the	the	DET
brj-23426	201	28	seedling	seedling	NOUN
brj-23426	201	29	stage	stage	NOUN
brj-23426	201	30	,	,	PUNCT
brj-23426	201	31	jointing	jointing	NOUN
brj-23426	201	32	stage	stage	NOUN
brj-23426	201	33	,	,	PUNCT
brj-23426	201	34	and	and	CCONJ
brj-23426	201	35	tasseling	tassele	VERB
brj-23426	201	36	stage	stage	NOUN
brj-23426	201	37	,	,	PUNCT
brj-23426	201	38	a	a	DET
brj-23426	201	39	maize	maize	NOUN
brj-23426	201	40	plant	plant	NOUN
brj-23426	201	41	height	height	NOUN
brj-23426	201	42	prediction	prediction	NOUN
brj-23426	201	43	model	model	NOUN
brj-23426	201	44	was	be	AUX
brj-23426	201	45	established	establish	VERB
brj-23426	201	46	using	use	VERB
brj-23426	201	47	the	the	DET
brj-23426	201	48	training	training	NOUN
brj-23426	201	49	set	set	NOUN
brj-23426	201	50	,	,	PUNCT
brj-23426	201	51	consisting	consist	VERB
brj-23426	201	52	of	of	ADP
brj-23426	201	53	a	a	DET
brj-23426	201	54	prophet	prophet	NOUN
brj-23426	201	55	model	model	NOUN
brj-23426	201	56	and	and	CCONJ
brj-23426	201	57	an	an	DET
brj-23426	201	58	optimized	optimize	VERB
brj-23426	201	59	prophet	prophet	NOUN
brj-23426	201	60	model	model	NOUN
brj-23426	201	61	coupled	couple	VERB
brj-23426	201	62	with	with	ADP
brj-23426	201	63	the	the	DET
brj-23426	201	64	logistic	logistic	ADJ
brj-23426	201	65	model	model	NOUN
brj-23426	201	66	.	.	PUNCT
brj-23426	202	1	the	the	DET
brj-23426	202	2	predictive	predictive	ADJ
brj-23426	202	3	performance	performance	NOUN
brj-23426	202	4	of	of	ADP
brj-23426	202	5	the	the	DET
brj-23426	202	6	models	model	NOUN
brj-23426	202	7	was	be	AUX
brj-23426	202	8	verified	verify	VERB
brj-23426	202	9	using	use	VERB
brj-23426	202	10	the	the	DET
brj-23426	202	11	test	test	NOUN
brj-23426	202	12	set	set	VERB
brj-23426	202	13	.	.	PUNCT
brj-23426	203	1	to	to	PART
brj-23426	203	2	compare	compare	VERB
brj-23426	203	3	and	and	CCONJ
brj-23426	203	4	analyze	analyze	VERB
brj-23426	203	5	the	the	DET
brj-23426	203	6	actual	actual	ADJ
brj-23426	203	7	prediction	prediction	NOUN
brj-23426	203	8	effect	effect	NOUN
brj-23426	203	9	of	of	ADP
brj-23426	203	10	each	each	DET
brj-23426	203	11	model	model	NOUN
brj-23426	203	12	,	,	PUNCT
brj-23426	203	13	the	the	DET
brj-23426	203	14	relative	relative	ADJ
brj-23426	203	15	error	error	NOUN
brj-23426	203	16	was	be	AUX
brj-23426	203	17	used	use	VERB
brj-23426	203	18	as	as	ADP
brj-23426	203	19	the	the	DET
brj-23426	203	20	evaluation	evaluation	NOUN
brj-23426	203	21	index	index	NOUN
brj-23426	203	22	,	,	PUNCT
brj-23426	203	23	and	and	CCONJ
brj-23426	203	24	the	the	DET
brj-23426	203	25	smaller	small	ADJ
brj-23426	203	26	values	value	NOUN
brj-23426	203	27	indicated	indicate	VERB
brj-23426	203	28	that	that	SCONJ
brj-23426	203	29	the	the	DET
brj-23426	203	30	prediction	prediction	NOUN
brj-23426	203	31	value	value	NOUN
brj-23426	203	32	was	be	AUX
brj-23426	203	33	closer	close	ADJ
brj-23426	203	34	to	to	ADP
brj-23426	203	35	the	the	DET
brj-23426	203	36	value	value	NOUN
brj-23426	203	37	of	of	ADP
brj-23426	203	38	the	the	DET
brj-23426	203	39	test	test	NOUN
brj-23426	203	40	set	set	NOUN
brj-23426	203	41	(	(	PUNCT
brj-23426	203	42	liang	liang	PROPN
brj-23426	203	43	et	et	PROPN
brj-23426	203	44	al	al	PROPN
brj-23426	203	45	.	.	PROPN
brj-23426	203	46	2023	2023	NUM
brj-23426	203	47	)	)	PUNCT
brj-23426	203	48	.	.	PUNCT
brj-23426	204	1	the	the	DET
brj-23426	204	2	error	error	NOUN
brj-23426	204	3	of	of	ADP
brj-23426	204	4	the	the	DET
brj-23426	204	5	model	model	NOUN
brj-23426	204	6	can	can	AUX
brj-23426	204	7	be	be	AUX
brj-23426	204	8	obtained	obtain	VERB
brj-23426	204	9	from	from	ADP
brj-23426	204	10	eq	eq	ADP
brj-23426	204	11	.	.	PROPN
brj-23426	204	12	13	13	NUM
brj-23426	204	13	,	,	PUNCT
brj-23426	204	14	%	%	NOUN
brj-23426	204	15	100	100	NUM
brj-23426	204	16	/	/	SYM
brj-23426	204	17	error	error	NOUN
brj-23426	204	18	−=	−=	PROPN
brj-23426	204	19	iii	iii	PROPN
brj-23426	204	20	yyf	yyf	PROPN
brj-23426	204	21	(	(	PUNCT
brj-23426	204	22	13	13	NUM
brj-23426	204	23	)	)	PUNCT
brj-23426	204	24	where	where	SCONJ
brj-23426	204	25	fi	fi	NOUN
brj-23426	204	26	is	be	AUX
brj-23426	204	27	predicted	predict	VERB
brj-23426	204	28	value	value	NOUN
brj-23426	204	29	and	and	CCONJ
brj-23426	204	30	yi	yi	PROPN
brj-23426	204	31	is	be	AUX
brj-23426	204	32	trial	trial	NOUN
brj-23426	204	33	value	value	NOUN
brj-23426	204	34	.	.	PUNCT
brj-23426	205	1	fig	fig	NOUN
brj-23426	205	2	.	.	PUNCT
brj-23426	206	1	8	8	NUM
brj-23426	206	2	.	.	X
brj-23426	206	3	prediction	prediction	NOUN
brj-23426	206	4	of	of	ADP
brj-23426	206	5	plant	plant	NOUN
brj-23426	206	6	height	height	NOUN
brj-23426	206	7	model	model	NOUN
brj-23426	206	8	in	in	ADP
brj-23426	206	9	maize	maize	NOUN
brj-23426	206	10	seedling	seedling	NOUN
brj-23426	206	11	images	image	NOUN
brj-23426	206	12	peer	peer	NOUN
brj-23426	206	13	-	-	PUNCT
brj-23426	206	14	reviewed	review	VERB
brj-23426	206	15	article	article	NOUN
brj-23426	206	16	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	206	17	liang	liang	PROPN
brj-23426	206	18	et	et	PROPN
brj-23426	206	19	al	al	PROPN
brj-23426	206	20	.	.	PROPN
brj-23426	207	1	(	(	PUNCT
brj-23426	207	2	2024	2024	NUM
brj-23426	207	3	)	)	PUNCT
brj-23426	207	4	.	.	PUNCT
brj-23426	208	1	“	"	PUNCT
brj-23426	208	2	maize	maize	VERB
brj-23426	208	3	growth	growth	NOUN
brj-23426	208	4	tracking	tracking	NOUN
brj-23426	208	5	,	,	PUNCT
brj-23426	208	6	”	"	PUNCT
brj-23426	208	7	bioresources	bioresource	NOUN
brj-23426	208	8	19(3	19(3	NUM
brj-23426	208	9	)	)	PUNCT
brj-23426	208	10	,	,	PUNCT
brj-23426	208	11	5450	5450	NUM
brj-23426	208	12	-	-	SYM
brj-23426	208	13	5466	5466	NUM
brj-23426	208	14	.	.	PUNCT
brj-23426	209	1	5460	5460	NUM
brj-23426	210	1	the	the	DET
brj-23426	210	2	parameters	parameter	NOUN
brj-23426	210	3	of	of	ADP
brj-23426	210	4	prophet	prophet	NOUN
brj-23426	210	5	model	model	NOUN
brj-23426	210	6	were	be	AUX
brj-23426	210	7	set	set	VERB
brj-23426	210	8	,	,	PUNCT
brj-23426	210	9	the	the	DET
brj-23426	210	10	growth	growth	NOUN
brj-23426	210	11	trend	trend	NOUN
brj-23426	210	12	was	be	AUX
brj-23426	210	13	set	set	VERB
brj-23426	210	14	as	as	ADP
brj-23426	210	15	linear	linear	NOUN
brj-23426	210	16	,	,	PUNCT
brj-23426	210	17	and	and	CCONJ
brj-23426	210	18	the	the	DET
brj-23426	210	19	seasonal	seasonal	ADJ
brj-23426	210	20	pattern	pattern	NOUN
brj-23426	210	21	of	of	ADP
brj-23426	210	22	data	datum	NOUN
brj-23426	210	23	series	series	NOUN
brj-23426	210	24	was	be	AUX
brj-23426	210	25	set	set	VERB
brj-23426	210	26	as	as	ADP
brj-23426	210	27	additive	additive	ADJ
brj-23426	210	28	as	as	ADV
brj-23426	210	29	well	well	ADV
brj-23426	210	30	as	as	ADP
brj-23426	210	31	the	the	DET
brj-23426	210	32	daily	daily	ADJ
brj-23426	210	33	trend	trend	NOUN
brj-23426	210	34	change	change	NOUN
brj-23426	210	35	being	be	AUX
brj-23426	210	36	automatically	automatically	ADV
brj-23426	210	37	identified	identify	VERB
brj-23426	210	38	.	.	PUNCT
brj-23426	211	1	the	the	DET
brj-23426	211	2	values	value	NOUN
brj-23426	211	3	of	of	ADP
brj-23426	211	4	model	model	NOUN
brj-23426	211	5	parameters	parameter	NOUN
brj-23426	211	6	m	m	PRON
brj-23426	211	7	,	,	PUNCT
brj-23426	211	8	a	a	PRON
brj-23426	211	9	,	,	PUNCT
brj-23426	211	10	and	and	CCONJ
brj-23426	211	11	b	b	X
brj-23426	211	12	of	of	ADP
brj-23426	211	13	the	the	DET
brj-23426	211	14	optimized	optimize	VERB
brj-23426	211	15	prophet	prophet	NOUN
brj-23426	211	16	model	model	NOUN
brj-23426	211	17	were	be	AUX
brj-23426	211	18	14.05	14.05	NUM
brj-23426	211	19	,	,	PUNCT
brj-23426	211	20	-0.96	-0.96	NUM
brj-23426	211	21	,	,	PUNCT
brj-23426	211	22	and	and	CCONJ
brj-23426	211	23	-0.002	-0.002	CCONJ
brj-23426	211	24	,	,	PUNCT
brj-23426	211	25	respectively	respectively	ADV
brj-23426	211	26	,	,	PUNCT
brj-23426	211	27	and	and	CCONJ
brj-23426	211	28	the	the	DET
brj-23426	211	29	effect	effect	NOUN
brj-23426	211	30	of	of	ADP
brj-23426	211	31	predicting	predict	VERB
brj-23426	211	32	the	the	DET
brj-23426	211	33	height	height	NOUN
brj-23426	211	34	of	of	ADP
brj-23426	211	35	seedling	seedling	NOUN
brj-23426	211	36	maize	maize	NOUN
brj-23426	211	37	plants	plant	NOUN
brj-23426	211	38	is	be	AUX
brj-23426	211	39	shown	show	VERB
brj-23426	211	40	in	in	ADP
brj-23426	211	41	fig	fig	NOUN
brj-23426	211	42	.	.	PUNCT
brj-23426	212	1	8	8	NUM
brj-23426	212	2	.	.	X
brj-23426	213	1	as	as	SCONJ
brj-23426	213	2	shown	show	VERB
brj-23426	213	3	in	in	ADP
brj-23426	213	4	fig	fig	NOUN
brj-23426	213	5	.	.	PUNCT
brj-23426	214	1	9	9	NUM
brj-23426	214	2	,	,	PUNCT
brj-23426	214	3	compared	compare	VERB
brj-23426	214	4	to	to	ADP
brj-23426	214	5	the	the	DET
brj-23426	214	6	seedling	seedling	NOUN
brj-23426	214	7	stage	stage	NOUN
brj-23426	214	8	,	,	PUNCT
brj-23426	214	9	the	the	DET
brj-23426	214	10	growth	growth	NOUN
brj-23426	214	11	rate	rate	NOUN
brj-23426	214	12	of	of	ADP
brj-23426	214	13	maize	maize	NOUN
brj-23426	214	14	plant	plant	NOUN
brj-23426	214	15	height	height	NOUN
brj-23426	214	16	was	be	AUX
brj-23426	214	17	more	more	ADV
brj-23426	214	18	obvious	obvious	ADJ
brj-23426	214	19	at	at	ADP
brj-23426	214	20	the	the	DET
brj-23426	214	21	nodulation	nodulation	NOUN
brj-23426	214	22	stage	stage	NOUN
brj-23426	214	23	,	,	PUNCT
brj-23426	214	24	and	and	CCONJ
brj-23426	214	25	the	the	DET
brj-23426	214	26	prophet	prophet	NOUN
brj-23426	214	27	model	model	NOUN
brj-23426	214	28	parameters	parameter	NOUN
brj-23426	214	29	were	be	AUX
brj-23426	214	30	set	set	VERB
brj-23426	214	31	to	to	PART
brj-23426	214	32	keep	keep	VERB
brj-23426	214	33	the	the	DET
brj-23426	214	34	same	same	ADJ
brj-23426	214	35	with	with	ADP
brj-23426	214	36	the	the	DET
brj-23426	214	37	seedling	seedling	NOUN
brj-23426	214	38	stage	stage	NOUN
brj-23426	214	39	parameters	parameter	NOUN
brj-23426	214	40	.	.	PUNCT
brj-23426	215	1	the	the	DET
brj-23426	215	2	prophet	prophet	NOUN
brj-23426	215	3	model	model	NOUN
brj-23426	215	4	was	be	AUX
brj-23426	215	5	optimized	optimize	VERB
brj-23426	215	6	with	with	ADP
brj-23426	215	7	the	the	DET
brj-23426	215	8	value	value	NOUN
brj-23426	215	9	of	of	ADP
brj-23426	215	10	m	m	AUX
brj-23426	215	11	taken	take	VERB
brj-23426	215	12	as	as	ADP
brj-23426	215	13	87.75	87.75	NUM
brj-23426	215	14	,	,	PUNCT
brj-23426	215	15	the	the	DET
brj-23426	215	16	value	value	NOUN
brj-23426	215	17	of	of	ADP
brj-23426	215	18	a	a	DET
brj-23426	215	19	taken	take	VERB
brj-23426	215	20	as	as	ADP
brj-23426	215	21	-0.94	-0.94	NUM
brj-23426	215	22	,	,	PUNCT
brj-23426	215	23	and	and	CCONJ
brj-23426	215	24	the	the	DET
brj-23426	215	25	value	value	NOUN
brj-23426	215	26	of	of	ADP
brj-23426	215	27	b	b	NOUN
brj-23426	215	28	taken	take	VERB
brj-23426	215	29	as	as	ADP
brj-23426	215	30	-0.005	-0.005	NOUN
brj-23426	215	31	.	.	PUNCT
brj-23426	215	32	fig	fig	NOUN
brj-23426	215	33	.	.	PUNCT
brj-23426	216	1	9	9	X
brj-23426	216	2	.	.	X
brj-23426	216	3	prediction	prediction	NOUN
brj-23426	216	4	of	of	ADP
brj-23426	216	5	plant	plant	NOUN
brj-23426	216	6	height	height	NOUN
brj-23426	216	7	model	model	NOUN
brj-23426	216	8	in	in	ADP
brj-23426	216	9	maize	maize	NOUN
brj-23426	216	10	jointing	jointing	NOUN
brj-23426	216	11	phase	phase	NOUN
brj-23426	216	12	images	image	NOUN
brj-23426	216	13	as	as	SCONJ
brj-23426	216	14	shown	show	VERB
brj-23426	216	15	in	in	ADP
brj-23426	216	16	fig	fig	NOUN
brj-23426	216	17	.	.	PUNCT
brj-23426	217	1	10	10	NUM
brj-23426	217	2	,	,	PUNCT
brj-23426	217	3	compared	compare	VERB
brj-23426	217	4	with	with	ADP
brj-23426	217	5	the	the	DET
brj-23426	217	6	nodulation	nodulation	NOUN
brj-23426	217	7	stage	stage	NOUN
brj-23426	217	8	,	,	PUNCT
brj-23426	217	9	the	the	DET
brj-23426	217	10	plant	plant	NOUN
brj-23426	217	11	height	height	NOUN
brj-23426	217	12	growth	growth	NOUN
brj-23426	217	13	rate	rate	NOUN
brj-23426	217	14	of	of	ADP
brj-23426	217	15	maize	maize	NOUN
brj-23426	217	16	plants	plant	NOUN
brj-23426	217	17	in	in	ADP
brj-23426	217	18	the	the	DET
brj-23426	217	19	period	period	NOUN
brj-23426	217	20	of	of	ADP
brj-23426	217	21	staminate	staminate	NOUN
brj-23426	217	22	extraction	extraction	NOUN
brj-23426	217	23	was	be	AUX
brj-23426	217	24	relatively	relatively	ADV
brj-23426	217	25	slow	slow	ADJ
brj-23426	217	26	,	,	PUNCT
brj-23426	217	27	and	and	CCONJ
brj-23426	217	28	the	the	DET
brj-23426	217	29	predicted	predict	VERB
brj-23426	217	30	values	value	NOUN
brj-23426	217	31	of	of	ADP
brj-23426	217	32	prophet	prophet	NOUN
brj-23426	217	33	model	model	NOUN
brj-23426	217	34	were	be	AUX
brj-23426	217	35	substituted	substitute	VERB
brj-23426	217	36	into	into	ADP
brj-23426	217	37	the	the	DET
brj-23426	217	38	logistic	logistic	ADJ
brj-23426	217	39	model	model	NOUN
brj-23426	217	40	.	.	PUNCT
brj-23426	218	1	m	m	PROPN
brj-23426	218	2	had	have	VERB
brj-23426	218	3	a	a	DET
brj-23426	218	4	value	value	NOUN
brj-23426	218	5	of	of	ADP
brj-23426	218	6	289	289	NUM
brj-23426	218	7	,	,	PUNCT
brj-23426	218	8	a	a	DET
brj-23426	218	9	had	had	NOUN
brj-23426	218	10	value	value	NOUN
brj-23426	218	11	of	of	ADP
brj-23426	218	12	-0.90	-0.90	NUM
brj-23426	218	13	,	,	PUNCT
brj-23426	218	14	and	and	CCONJ
brj-23426	218	15	b	b	X
brj-23426	218	16	had	have	VERB
brj-23426	218	17	a	a	DET
brj-23426	218	18	value	value	NOUN
brj-23426	218	19	of	of	ADP
brj-23426	218	20	0.001	0.001	NUM
brj-23426	218	21	to	to	PART
brj-23426	218	22	obtain	obtain	VERB
brj-23426	218	23	the	the	DET
brj-23426	218	24	predicted	predict	VERB
brj-23426	218	25	values	value	NOUN
brj-23426	218	26	of	of	ADP
brj-23426	218	27	plant	plant	NOUN
brj-23426	218	28	height	height	NOUN
brj-23426	218	29	.	.	PUNCT
brj-23426	219	1	under	under	ADP
brj-23426	219	2	the	the	DET
brj-23426	219	3	pycharm	pycharm	PROPN
brj-23426	219	4	compilation	compilation	NOUN
brj-23426	219	5	environment	environment	NOUN
brj-23426	219	6	,	,	PUNCT
brj-23426	219	7	the	the	DET
brj-23426	219	8	plant	plant	NOUN
brj-23426	219	9	height	height	NOUN
brj-23426	219	10	prediction	prediction	NOUN
brj-23426	219	11	models	model	NOUN
brj-23426	219	12	for	for	ADP
brj-23426	219	13	seedling	seedling	NOUN
brj-23426	219	14	stage	stage	NOUN
brj-23426	219	15	,	,	PUNCT
brj-23426	219	16	nodulation	nodulation	NOUN
brj-23426	219	17	stage	stage	NOUN
brj-23426	219	18	,	,	PUNCT
brj-23426	219	19	and	and	CCONJ
brj-23426	219	20	staminate	staminate	NOUN
brj-23426	219	21	extraction	extraction	NOUN
brj-23426	219	22	stage	stage	NOUN
brj-23426	219	23	were	be	AUX
brj-23426	219	24	established	establish	VERB
brj-23426	219	25	in	in	ADP
brj-23426	219	26	python	python	NOUN
brj-23426	219	27	.	.	PUNCT
brj-23426	220	1	the	the	DET
brj-23426	220	2	planting	planting	NOUN
brj-23426	220	3	date	date	NOUN
brj-23426	220	4	of	of	ADP
brj-23426	220	5	seedling	seedling	NOUN
brj-23426	220	6	stage	stage	NOUN
brj-23426	220	7	was	be	AUX
brj-23426	220	8	from	from	ADP
brj-23426	220	9	may	may	PROPN
brj-23426	220	10	26	26	NUM
brj-23426	220	11	to	to	ADP
brj-23426	220	12	june	june	PROPN
brj-23426	220	13	20	20	NUM
brj-23426	220	14	,	,	PUNCT
brj-23426	220	15	with	with	ADP
brj-23426	220	16	a	a	DET
brj-23426	220	17	total	total	NOUN
brj-23426	220	18	of	of	ADP
brj-23426	220	19	26	26	NUM
brj-23426	220	20	days	day	NOUN
brj-23426	220	21	,	,	PUNCT
brj-23426	220	22	and	and	CCONJ
brj-23426	220	23	the	the	DET
brj-23426	220	24	mean	mean	ADJ
brj-23426	220	25	value	value	NOUN
brj-23426	220	26	of	of	ADP
brj-23426	220	27	plant	plant	NOUN
brj-23426	220	28	height	height	NOUN
brj-23426	220	29	was	be	AUX
brj-23426	220	30	233	233	NUM
brj-23426	220	31	mm	mm	NOUN
brj-23426	220	32	.	.	PUNCT
brj-23426	221	1	the	the	DET
brj-23426	221	2	planting	planting	NOUN
brj-23426	221	3	date	date	NOUN
brj-23426	221	4	of	of	ADP
brj-23426	221	5	nodulation	nodulation	NOUN
brj-23426	221	6	stage	stage	NOUN
brj-23426	221	7	was	be	AUX
brj-23426	221	8	from	from	ADP
brj-23426	221	9	june	june	PROPN
brj-23426	221	10	21	21	NUM
brj-23426	221	11	to	to	ADP
brj-23426	221	12	july	july	PROPN
brj-23426	221	13	15	15	NUM
brj-23426	221	14	,	,	PUNCT
brj-23426	221	15	with	with	ADP
brj-23426	221	16	a	a	DET
brj-23426	221	17	total	total	NOUN
brj-23426	221	18	of	of	ADP
brj-23426	221	19	25	25	NUM
brj-23426	221	20	days	day	NOUN
brj-23426	221	21	,	,	PUNCT
brj-23426	221	22	and	and	CCONJ
brj-23426	221	23	the	the	DET
brj-23426	221	24	mean	mean	ADJ
brj-23426	221	25	value	value	NOUN
brj-23426	221	26	of	of	ADP
brj-23426	221	27	plant	plant	NOUN
brj-23426	221	28	height	height	NOUN
brj-23426	221	29	was	be	AUX
brj-23426	221	30	1,194	1,194	NUM
brj-23426	221	31	mm	mm	NOUN
brj-23426	221	32	.	.	PUNCT
brj-23426	222	1	the	the	DET
brj-23426	222	2	planting	planting	NOUN
brj-23426	222	3	date	date	NOUN
brj-23426	222	4	of	of	ADP
brj-23426	222	5	nodulation	nodulation	NOUN
brj-23426	222	6	stage	stage	NOUN
brj-23426	222	7	was	be	AUX
brj-23426	222	8	from	from	ADP
brj-23426	222	9	july	july	PROPN
brj-23426	222	10	16	16	NUM
brj-23426	222	11	to	to	ADP
brj-23426	222	12	august	august	PROPN
brj-23426	222	13	7	7	NUM
brj-23426	222	14	,	,	PUNCT
brj-23426	222	15	with	with	ADP
brj-23426	222	16	a	a	DET
brj-23426	222	17	total	total	NOUN
brj-23426	222	18	of	of	ADP
brj-23426	222	19	23	23	NUM
brj-23426	222	20	days	day	NOUN
brj-23426	222	21	,	,	PUNCT
brj-23426	222	22	and	and	CCONJ
brj-23426	222	23	the	the	DET
brj-23426	222	24	mean	mean	ADJ
brj-23426	222	25	value	value	NOUN
brj-23426	222	26	of	of	ADP
brj-23426	222	27	plant	plant	NOUN
brj-23426	222	28	height	height	NOUN
brj-23426	222	29	was	be	AUX
brj-23426	222	30	2,825	2,825	NUM
brj-23426	222	31	mm	mm	NOUN
brj-23426	222	32	.	.	PUNCT
brj-23426	223	1	the	the	DET
brj-23426	223	2	planting	planting	NOUN
brj-23426	223	3	date	date	NOUN
brj-23426	223	4	of	of	ADP
brj-23426	223	5	the	the	DET
brj-23426	223	6	stigmatic	stigmatic	ADJ
brj-23426	223	7	stage	stage	NOUN
brj-23426	223	8	was	be	AUX
brj-23426	223	9	from	from	ADP
brj-23426	223	10	july	july	PROPN
brj-23426	223	11	16	16	NUM
brj-23426	223	12	to	to	ADP
brj-23426	223	13	august	august	PROPN
brj-23426	223	14	7	7	NUM
brj-23426	223	15	,	,	PUNCT
brj-23426	223	16	with	with	ADP
brj-23426	223	17	a	a	DET
brj-23426	223	18	total	total	NOUN
brj-23426	223	19	of	of	ADP
brj-23426	223	20	23	23	NUM
brj-23426	223	21	days	day	NOUN
brj-23426	223	22	,	,	PUNCT
brj-23426	223	23	and	and	CCONJ
brj-23426	223	24	the	the	DET
brj-23426	223	25	average	average	ADJ
brj-23426	223	26	value	value	NOUN
brj-23426	223	27	of	of	ADP
brj-23426	223	28	plant	plant	NOUN
brj-23426	223	29	height	height	NOUN
brj-23426	223	30	was	be	AUX
brj-23426	223	31	2825	2825	NUM
brj-23426	223	32	mm	mm	NOUN
brj-23426	223	33	.	.	PUNCT
brj-23426	224	1	the	the	DET
brj-23426	224	2	relative	relative	ADJ
brj-23426	224	3	errors	error	NOUN
brj-23426	224	4	of	of	ADP
brj-23426	224	5	the	the	DET
brj-23426	224	6	prophet	prophet	NOUN
brj-23426	224	7	model	model	PROPN
brj-23426	224	8	's	's	PART
brj-23426	224	9	predicted	predict	VERB
brj-23426	224	10	values	value	NOUN
brj-23426	224	11	were	be	AUX
brj-23426	224	12	0.85	0.85	NUM
brj-23426	224	13	%	%	NOUN
brj-23426	224	14	,	,	PUNCT
brj-23426	224	15	2.11	2.11	NUM
brj-23426	224	16	%	%	NOUN
brj-23426	224	17	,	,	PUNCT
brj-23426	224	18	and	and	CCONJ
brj-23426	224	19	0.79	0.79	NUM
brj-23426	224	20	%	%	NOUN
brj-23426	224	21	,	,	PUNCT
brj-23426	224	22	while	while	SCONJ
brj-23426	224	23	those	those	PRON
brj-23426	224	24	of	of	ADP
brj-23426	224	25	the	the	DET
brj-23426	224	26	prophet	prophet	NOUN
brj-23426	224	27	optimization	optimization	NOUN
brj-23426	224	28	model	model	NOUN
brj-23426	224	29	were	be	AUX
brj-23426	224	30	0.76	0.76	NUM
brj-23426	224	31	%	%	NOUN
brj-23426	224	32	,	,	PUNCT
brj-23426	224	33	0.47	0.47	NUM
brj-23426	224	34	%	%	NOUN
brj-23426	224	35	,	,	PUNCT
brj-23426	224	36	and	and	CCONJ
brj-23426	224	37	0.71	0.71	NUM
brj-23426	224	38	%	%	NOUN
brj-23426	224	39	,	,	PUNCT
brj-23426	224	40	which	which	PRON
brj-23426	224	41	were	be	AUX
brj-23426	224	42	reduced	reduce	VERB
brj-23426	224	43	by	by	ADP
brj-23426	224	44	0.09	0.09	NUM
brj-23426	224	45	%	%	NOUN
brj-23426	224	46	,	,	PUNCT
brj-23426	224	47	1.0	1.0	NUM
brj-23426	224	48	%	%	NOUN
brj-23426	224	49	,	,	PUNCT
brj-23426	224	50	1.0	1.0	NUM
brj-23426	224	51	%	%	NOUN
brj-23426	224	52	,	,	PUNCT
brj-23426	224	53	and	and	CCONJ
brj-23426	224	54	1.0	1.0	NUM
brj-23426	224	55	%	%	NOUN
brj-23426	224	56	,	,	PUNCT
brj-23426	224	57	respectively	respectively	ADV
brj-23426	224	58	,	,	PUNCT
brj-23426	224	59	compared	compare	VERB
brj-23426	224	60	with	with	ADP
brj-23426	224	61	those	those	PRON
brj-23426	224	62	of	of	ADP
brj-23426	224	63	the	the	DET
brj-23426	224	64	prophet	prophet	NOUN
brj-23426	224	65	model	model	NOUN
brj-23426	224	66	.	.	PUNCT
brj-23426	225	1	reduced	reduce	VERB
brj-23426	225	2	by	by	ADP
brj-23426	225	3	0.09	0.09	NUM
brj-23426	225	4	%	%	NOUN
brj-23426	225	5	,	,	PUNCT
brj-23426	225	6	1.64	1.64	NUM
brj-23426	225	7	%	%	NOUN
brj-23426	225	8	as	as	ADV
brj-23426	225	9	well	well	ADV
brj-23426	225	10	as	as	ADP
brj-23426	225	11	0.08	0.08	NUM
brj-23426	225	12	%	%	NOUN
brj-23426	225	13	.	.	PUNCT
brj-23426	226	1	peer	peer	NOUN
brj-23426	226	2	-	-	PUNCT
brj-23426	226	3	reviewed	review	VERB
brj-23426	226	4	article	article	NOUN
brj-23426	226	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	226	6	liang	liang	PROPN
brj-23426	226	7	et	et	PROPN
brj-23426	226	8	al	al	PROPN
brj-23426	226	9	.	.	PROPN
brj-23426	227	1	(	(	PUNCT
brj-23426	227	2	2024	2024	NUM
brj-23426	227	3	)	)	PUNCT
brj-23426	227	4	.	.	PUNCT
brj-23426	228	1	“	"	PUNCT
brj-23426	228	2	maize	maize	VERB
brj-23426	228	3	growth	growth	NOUN
brj-23426	228	4	tracking	tracking	NOUN
brj-23426	228	5	,	,	PUNCT
brj-23426	228	6	”	"	PUNCT
brj-23426	228	7	bioresources	bioresource	NOUN
brj-23426	228	8	19(3	19(3	NUM
brj-23426	228	9	)	)	PUNCT
brj-23426	228	10	,	,	PUNCT
brj-23426	228	11	5450	5450	NUM
brj-23426	228	12	-	-	SYM
brj-23426	228	13	5466	5466	NUM
brj-23426	228	14	.	.	PUNCT
brj-23426	228	15	5461	5461	NUM
brj-23426	228	16	fig	fig	NOUN
brj-23426	228	17	.	.	PUNCT
brj-23426	229	1	10	10	NUM
brj-23426	229	2	.	.	PUNCT
brj-23426	229	3	prediction	prediction	NOUN
brj-23426	229	4	of	of	ADP
brj-23426	229	5	plant	plant	NOUN
brj-23426	229	6	height	height	NOUN
brj-23426	229	7	model	model	NOUN
brj-23426	229	8	in	in	ADP
brj-23426	229	9	maize	maize	NOUN
brj-23426	229	10	maturation	maturation	NOUN
brj-23426	229	11	period	period	NOUN
brj-23426	229	12	images	image	NOUN
brj-23426	229	13	table	table	NOUN
brj-23426	229	14	2	2	NUM
brj-23426	229	15	.	.	PUNCT
brj-23426	229	16	evaluation	evaluation	NOUN
brj-23426	229	17	of	of	ADP
brj-23426	229	18	the	the	DET
brj-23426	229	19	plant	plant	NOUN
brj-23426	229	20	-	-	PUNCT
brj-23426	229	21	height	height	NOUN
brj-23426	229	22	prediction	prediction	NOUN
brj-23426	229	23	model	model	NOUN
brj-23426	229	24	period	period	NOUN
brj-23426	229	25	of	of	ADP
brj-23426	229	26	growth	growth	NOUN
brj-23426	229	27	prophet	prophet	NOUN
brj-23426	229	28	model	model	NOUN
brj-23426	229	29	fractional	fractional	ADJ
brj-23426	229	30	error	error	NOUN
brj-23426	229	31	prophet	prophet	NOUN
brj-23426	229	32	optimize	optimize	VERB
brj-23426	229	33	the	the	DET
brj-23426	229	34	model	model	NOUN
brj-23426	229	35	fractional	fractional	ADJ
brj-23426	229	36	error	error	NOUN
brj-23426	229	37	seedling	seedling	NOUN
brj-23426	229	38	stage	stage	NOUN
brj-23426	229	39	0.85	0.85	NUM
brj-23426	229	40	0.76	0.76	NUM
brj-23426	229	41	shooting	shooting	NOUN
brj-23426	229	42	period	period	NOUN
brj-23426	229	43	2.11	2.11	NUM
brj-23426	229	44	0.47	0.47	NUM
brj-23426	229	45	tasseling	tassele	VERB
brj-23426	229	46	stage	stage	NOUN
brj-23426	229	47	0.79	0.79	NUM
brj-23426	229	48	0.71	0.71	NUM
brj-23426	229	49	using	use	VERB
brj-23426	229	50	mcgspro	mcgspro	ADJ
brj-23426	229	51	configuration	configuration	NOUN
brj-23426	229	52	software	software	NOUN
brj-23426	229	53	,	,	PUNCT
brj-23426	229	54	the	the	DET
brj-23426	229	55	configuration	configuration	NOUN
brj-23426	229	56	interface	interface	NOUN
brj-23426	229	57	design	design	NOUN
brj-23426	229	58	of	of	ADP
brj-23426	229	59	soil	soil	NOUN
brj-23426	229	60	nutrient	nutrient	NOUN
brj-23426	229	61	information	information	NOUN
brj-23426	229	62	acquisition	acquisition	NOUN
brj-23426	229	63	was	be	AUX
brj-23426	229	64	carried	carry	VERB
brj-23426	229	65	out	out	ADP
brj-23426	229	66	.	.	PUNCT
brj-23426	230	1	to	to	PART
brj-23426	230	2	obtain	obtain	VERB
brj-23426	230	3	plc	plc	PROPN
brj-23426	230	4	data	datum	NOUN
brj-23426	230	5	,	,	PUNCT
brj-23426	230	6	in	in	ADP
brj-23426	230	7	the	the	DET
brj-23426	230	8	equipment	equipment	NOUN
brj-23426	230	9	window	window	NOUN
brj-23426	230	10	,	,	PUNCT
brj-23426	230	11	the	the	DET
brj-23426	230	12	driver	driver	NOUN
brj-23426	230	13	of	of	ADP
brj-23426	230	14	delta	delta	PROPN
brj-23426	230	15	plc	plc	PROPN
brj-23426	230	16	was	be	AUX
brj-23426	230	17	set	set	VERB
brj-23426	230	18	.	.	PUNCT
brj-23426	231	1	soil	soil	NOUN
brj-23426	231	2	temperature	temperature	NOUN
brj-23426	231	3	,	,	PUNCT
brj-23426	231	4	humidity	humidity	NOUN
brj-23426	231	5	value	value	NOUN
brj-23426	231	6	,	,	PUNCT
brj-23426	231	7	ph	ph	ADJ
brj-23426	231	8	value	value	NOUN
brj-23426	231	9	and	and	CCONJ
brj-23426	231	10	nitrogen	nitrogen	NOUN
brj-23426	231	11	,	,	PUNCT
brj-23426	231	12	phosphorus	phosphorus	NOUN
brj-23426	231	13	and	and	CCONJ
brj-23426	231	14	potassium	potassium	NOUN
brj-23426	231	15	content	content	NOUN
brj-23426	231	16	of	of	ADP
brj-23426	231	17	maize	maize	NOUN
brj-23426	231	18	plants	plant	NOUN
brj-23426	231	19	in	in	ADP
brj-23426	231	20	the	the	DET
brj-23426	231	21	experimental	experimental	ADJ
brj-23426	231	22	field	field	NOUN
brj-23426	231	23	were	be	AUX
brj-23426	231	24	read	read	VERB
brj-23426	231	25	through	through	ADP
brj-23426	231	26	the	the	DET
brj-23426	231	27	user	user	NOUN
brj-23426	231	28	window	window	NOUN
brj-23426	231	29	.	.	PUNCT
brj-23426	232	1	the	the	DET
brj-23426	232	2	suitability	suitability	NOUN
brj-23426	232	3	of	of	ADP
brj-23426	232	4	the	the	DET
brj-23426	232	5	soil	soil	NOUN
brj-23426	232	6	environment	environment	NOUN
brj-23426	232	7	was	be	AUX
brj-23426	232	8	judged	judge	VERB
brj-23426	232	9	by	by	ADP
brj-23426	232	10	detecting	detect	VERB
brj-23426	232	11	the	the	DET
brj-23426	232	12	ph	ph	ADJ
brj-23426	232	13	value	value	NOUN
brj-23426	232	14	of	of	ADP
brj-23426	232	15	the	the	DET
brj-23426	232	16	soil	soil	NOUN
brj-23426	232	17	,	,	PUNCT
brj-23426	232	18	which	which	PRON
brj-23426	232	19	was	be	AUX
brj-23426	232	20	divided	divide	VERB
brj-23426	232	21	into	into	ADP
brj-23426	232	22	five	five	NUM
brj-23426	232	23	grades	grade	NOUN
brj-23426	232	24	of	of	ADP
brj-23426	232	25	unsuitable	unsuitable	ADJ
brj-23426	232	26	,	,	PUNCT
brj-23426	232	27	suitable	suitable	ADJ
brj-23426	232	28	,	,	PUNCT
brj-23426	232	29	sub	sub	ADJ
brj-23426	232	30	-	-	ADJ
brj-23426	232	31	suitable	suitable	ADJ
brj-23426	232	32	and	and	CCONJ
brj-23426	232	33	the	the	DET
brj-23426	232	34	most	most	ADV
brj-23426	232	35	suitable	suitable	ADJ
brj-23426	232	36	.	.	PUNCT
brj-23426	233	1	if	if	SCONJ
brj-23426	233	2	the	the	DET
brj-23426	233	3	judgment	judgment	NOUN
brj-23426	233	4	result	result	NOUN
brj-23426	233	5	was	be	AUX
brj-23426	233	6	unsuitable	unsuitable	ADJ
brj-23426	233	7	and	and	CCONJ
brj-23426	233	8	the	the	DET
brj-23426	233	9	ph	ph	NOUN
brj-23426	233	10	was	be	AUX
brj-23426	233	11	less	less	ADJ
brj-23426	233	12	than	than	ADP
brj-23426	233	13	6.5	6.5	NUM
brj-23426	233	14	,	,	PUNCT
brj-23426	233	15	the	the	DET
brj-23426	233	16	plant	plant	NOUN
brj-23426	233	17	growth	growth	NOUN
brj-23426	233	18	condition	condition	NOUN
brj-23426	233	19	was	be	AUX
brj-23426	233	20	water	water	NOUN
brj-23426	233	21	shortage	shortage	NOUN
brj-23426	233	22	,	,	PUNCT
brj-23426	233	23	and	and	CCONJ
brj-23426	233	24	if	if	SCONJ
brj-23426	233	25	the	the	DET
brj-23426	233	26	ph	ph	NOUN
brj-23426	233	27	was	be	AUX
brj-23426	233	28	more	more	ADJ
brj-23426	233	29	than	than	ADP
brj-23426	233	30	8	8	NUM
brj-23426	233	31	,	,	PUNCT
brj-23426	233	32	the	the	DET
brj-23426	233	33	plant	plant	NOUN
brj-23426	233	34	growth	growth	NOUN
brj-23426	233	35	condition	condition	NOUN
brj-23426	233	36	was	be	AUX
brj-23426	233	37	fertilizer	fertilizer	NOUN
brj-23426	233	38	shortage	shortage	NOUN
brj-23426	233	39	.	.	PUNCT
brj-23426	234	1	if	if	SCONJ
brj-23426	234	2	ph	ph	X
brj-23426	234	3	>	>	SYM
brj-23426	234	4	8	8	NUM
brj-23426	234	5	,	,	PUNCT
brj-23426	234	6	the	the	DET
brj-23426	234	7	plant	plant	NOUN
brj-23426	234	8	growth	growth	NOUN
brj-23426	234	9	condition	condition	NOUN
brj-23426	234	10	was	be	AUX
brj-23426	234	11	fertilizer	fertilizer	NOUN
brj-23426	234	12	deficiency	deficiency	NOUN
brj-23426	234	13	.	.	PUNCT
brj-23426	235	1	water	water	NOUN
brj-23426	235	2	and	and	CCONJ
brj-23426	235	3	fertilizer	fertilizer	NOUN
brj-23426	235	4	control	control	NOUN
brj-23426	235	5	management	management	NOUN
brj-23426	235	6	was	be	AUX
brj-23426	235	7	mainly	mainly	ADV
brj-23426	235	8	divided	divide	VERB
brj-23426	235	9	into	into	ADP
brj-23426	235	10	manual	manual	ADJ
brj-23426	235	11	mode	mode	NOUN
brj-23426	235	12	and	and	CCONJ
brj-23426	235	13	automatic	automatic	ADJ
brj-23426	235	14	mode	mode	NOUN
brj-23426	235	15	.	.	PUNCT
brj-23426	236	1	the	the	DET
brj-23426	236	2	user	user	NOUN
brj-23426	236	3	can	can	AUX
brj-23426	236	4	switch	switch	VERB
brj-23426	236	5	to	to	PART
brj-23426	236	6	choose	choose	VERB
brj-23426	236	7	and	and	CCONJ
brj-23426	236	8	control	control	VERB
brj-23426	236	9	the	the	DET
brj-23426	236	10	start	start	NOUN
brj-23426	236	11	and	and	CCONJ
brj-23426	236	12	stop	stop	VERB
brj-23426	236	13	of	of	ADP
brj-23426	236	14	the	the	DET
brj-23426	236	15	pump	pump	NOUN
brj-23426	236	16	.	.	PUNCT
brj-23426	237	1	the	the	DET
brj-23426	237	2	system	system	NOUN
brj-23426	237	3	operation	operation	NOUN
brj-23426	237	4	indicator	indicator	NOUN
brj-23426	237	5	showed	show	VERB
brj-23426	237	6	the	the	DET
brj-23426	237	7	current	current	ADJ
brj-23426	237	8	system	system	NOUN
brj-23426	237	9	operation	operation	NOUN
brj-23426	237	10	status	status	NOUN
brj-23426	237	11	.	.	PUNCT
brj-23426	238	1	remote	remote	ADJ
brj-23426	238	2	end	end	NOUN
brj-23426	238	3	acquisition	acquisition	NOUN
brj-23426	238	4	enabled	enable	VERB
brj-23426	238	5	cloud	cloud	NOUN
brj-23426	238	6	-	-	PUNCT
brj-23426	238	7	based	base	VERB
brj-23426	238	8	off	off	ADP
brj-23426	238	9	-	-	PUNCT
brj-23426	238	10	site	site	NOUN
brj-23426	238	11	login	login	NOUN
brj-23426	238	12	to	to	PART
brj-23426	238	13	view	view	VERB
brj-23426	238	14	the	the	DET
brj-23426	238	15	current	current	ADJ
brj-23426	238	16	operating	operating	NOUN
brj-23426	238	17	status	status	NOUN
brj-23426	238	18	of	of	ADP
brj-23426	238	19	the	the	DET
brj-23426	238	20	device	device	NOUN
brj-23426	238	21	.	.	PUNCT
brj-23426	239	1	the	the	DET
brj-23426	239	2	configuration	configuration	NOUN
brj-23426	239	3	interface	interface	NOUN
brj-23426	239	4	script	script	NOUN
brj-23426	239	5	was	be	AUX
brj-23426	239	6	designed	design	VERB
brj-23426	239	7	to	to	PART
brj-23426	239	8	display	display	VERB
brj-23426	239	9	the	the	DET
brj-23426	239	10	predicted	predict	VERB
brj-23426	239	11	value	value	NOUN
brj-23426	239	12	of	of	ADP
brj-23426	239	13	plant	plant	NOUN
brj-23426	239	14	height	height	NOUN
brj-23426	239	15	by	by	ADP
brj-23426	239	16	determining	determine	VERB
brj-23426	239	17	that	that	SCONJ
brj-23426	239	18	the	the	DET
brj-23426	239	19	maize	maize	NOUN
brj-23426	239	20	plant	plant	NOUN
brj-23426	239	21	was	be	AUX
brj-23426	239	22	in	in	ADP
brj-23426	239	23	a	a	DET
brj-23426	239	24	certain	certain	ADJ
brj-23426	239	25	lifetime	lifetime	NOUN
brj-23426	239	26	and	and	CCONJ
brj-23426	239	27	combining	combine	VERB
brj-23426	239	28	it	it	PRON
brj-23426	239	29	with	with	ADP
brj-23426	239	30	the	the	DET
brj-23426	239	31	number	number	NOUN
brj-23426	239	32	of	of	ADP
brj-23426	239	33	days	day	NOUN
brj-23426	239	34	of	of	ADP
brj-23426	239	35	planting	planting	NOUN
brj-23426	239	36	(	(	PUNCT
brj-23426	239	37	fig	fig	NOUN
brj-23426	239	38	.	.	PUNCT
brj-23426	240	1	11	11	NUM
brj-23426	240	2	)	)	PUNCT
brj-23426	240	3	by	by	ADP
brj-23426	240	4	substituting	substitute	VERB
brj-23426	240	5	the	the	DET
brj-23426	240	6	formula	formula	NOUN
brj-23426	240	7	of	of	ADP
brj-23426	240	8	the	the	DET
brj-23426	240	9	prediction	prediction	NOUN
brj-23426	240	10	model	model	NOUN
brj-23426	240	11	for	for	ADP
brj-23426	240	12	the	the	DET
brj-23426	240	13	plant	plant	NOUN
brj-23426	240	14	height	height	NOUN
brj-23426	240	15	of	of	ADP
brj-23426	240	16	the	the	DET
brj-23426	240	17	maize	maize	NOUN
brj-23426	240	18	plant	plant	NOUN
brj-23426	240	19	into	into	ADP
brj-23426	240	20	the	the	DET
brj-23426	240	21	mcgs	mcgs	NOUN
brj-23426	240	22	screen	screen	NOUN
brj-23426	240	23	.	.	PUNCT
brj-23426	241	1	peer	peer	NOUN
brj-23426	241	2	-	-	PUNCT
brj-23426	241	3	reviewed	review	VERB
brj-23426	241	4	article	article	NOUN
brj-23426	241	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	241	6	liang	liang	PROPN
brj-23426	241	7	et	et	PROPN
brj-23426	241	8	al	al	PROPN
brj-23426	241	9	.	.	PROPN
brj-23426	242	1	(	(	PUNCT
brj-23426	242	2	2024	2024	NUM
brj-23426	242	3	)	)	PUNCT
brj-23426	242	4	.	.	PUNCT
brj-23426	243	1	“	"	PUNCT
brj-23426	243	2	maize	maize	VERB
brj-23426	243	3	growth	growth	NOUN
brj-23426	243	4	tracking	tracking	NOUN
brj-23426	243	5	,	,	PUNCT
brj-23426	243	6	”	"	PUNCT
brj-23426	243	7	bioresources	bioresource	NOUN
brj-23426	243	8	19(3	19(3	NUM
brj-23426	243	9	)	)	PUNCT
brj-23426	243	10	,	,	PUNCT
brj-23426	243	11	5450	5450	NUM
brj-23426	243	12	-	-	SYM
brj-23426	243	13	5466	5466	NUM
brj-23426	243	14	.	.	PUNCT
brj-23426	244	1	5462	5462	NUM
brj-23426	244	2	fig	fig	NOUN
brj-23426	244	3	.	.	PUNCT
brj-23426	245	1	11	11	NUM
brj-23426	245	2	.	.	X
brj-23426	246	1	commissioning	commissioning	NOUN
brj-23426	246	2	of	of	ADP
brj-23426	246	3	the	the	DET
brj-23426	246	4	maize	maize	NOUN
brj-23426	246	5	growth	growth	NOUN
brj-23426	246	6	control	control	NOUN
brj-23426	246	7	system	system	NOUN
brj-23426	246	8	system	system	NOUN
brj-23426	246	9	fertilization	fertilization	NOUN
brj-23426	246	10	performance	performance	NOUN
brj-23426	246	11	analysis	analysis	NOUN
brj-23426	246	12	measurement	measurement	NOUN
brj-23426	246	13	of	of	ADP
brj-23426	246	14	the	the	DET
brj-23426	246	15	system	system	NOUN
brj-23426	246	16	's	's	PART
brj-23426	246	17	fertilizer	fertilizer	NOUN
brj-23426	246	18	absorption	absorption	NOUN
brj-23426	246	19	performance	performance	NOUN
brj-23426	246	20	indicators	indicator	NOUN
brj-23426	246	21	were	be	AUX
brj-23426	246	22	three	three	NUM
brj-23426	246	23	types	type	NOUN
brj-23426	246	24	of	of	ADP
brj-23426	246	25	fertilizer	fertilizer	NOUN
brj-23426	246	26	absorption	absorption	NOUN
brj-23426	246	27	,	,	PUNCT
brj-23426	246	28	fertilizer	fertilizer	NOUN
brj-23426	246	29	concentration	concentration	NOUN
brj-23426	246	30	,	,	PUNCT
brj-23426	246	31	and	and	CCONJ
brj-23426	246	32	fertilizer	fertilizer	NOUN
brj-23426	246	33	absorption	absorption	NOUN
brj-23426	246	34	efficiency	efficiency	NOUN
brj-23426	246	35	(	(	PUNCT
brj-23426	246	36	zhang	zhang	PROPN
brj-23426	246	37	and	and	CCONJ
brj-23426	246	38	li	li	PROPN
brj-23426	246	39	2019	2019	NUM
brj-23426	246	40	)	)	PUNCT
brj-23426	246	41	.	.	PUNCT
brj-23426	247	1	the	the	DET
brj-23426	247	2	fertilizer	fertilizer	NOUN
brj-23426	247	3	absorption	absorption	NOUN
brj-23426	247	4	m	m	VERB
brj-23426	247	5	was	be	AUX
brj-23426	247	6	used	use	VERB
brj-23426	247	7	to	to	PART
brj-23426	247	8	reflect	reflect	VERB
brj-23426	247	9	fertilizer	fertilizer	NOUN
brj-23426	247	10	quantity	quantity	NOUN
brj-23426	247	11	.	.	PUNCT
brj-23426	248	1	the	the	DET
brj-23426	248	2	fertilizer	fertilizer	NOUN
brj-23426	248	3	concentration	concentration	NOUN
brj-23426	248	4	θ	θ	PROPN
brj-23426	248	5	was	be	AUX
brj-23426	248	6	used	use	VERB
brj-23426	248	7	to	to	PART
brj-23426	248	8	reflect	reflect	VERB
brj-23426	248	9	the	the	DET
brj-23426	248	10	performance	performance	NOUN
brj-23426	248	11	of	of	ADP
brj-23426	248	12	fertilizer	fertilizer	NOUN
brj-23426	248	13	suction	suction	NOUN
brj-23426	248	14	good	good	ADJ
brj-23426	248	15	or	or	CCONJ
brj-23426	248	16	bad	bad	ADJ
brj-23426	248	17	,	,	PUNCT
brj-23426	248	18	and	and	CCONJ
brj-23426	248	19	the	the	DET
brj-23426	248	20	fertilizer	fertilizer	NOUN
brj-23426	248	21	efficiency	efficiency	NOUN
brj-23426	248	22	η	η	PROPN
brj-23426	248	23	was	be	AUX
brj-23426	248	24	used	use	VERB
brj-23426	248	25	to	to	PART
brj-23426	248	26	evaluate	evaluate	VERB
brj-23426	248	27	the	the	DET
brj-23426	248	28	comprehensive	comprehensive	ADJ
brj-23426	248	29	fertilizer	fertilizer	NOUN
brj-23426	248	30	suction	suction	NOUN
brj-23426	248	31	performance	performance	NOUN
brj-23426	248	32	of	of	ADP
brj-23426	248	33	fertilizer	fertilizer	NOUN
brj-23426	248	34	suction	suction	NOUN
brj-23426	248	35	.	.	PUNCT
brj-23426	249	1	the	the	PRON
brj-23426	249	2	higher	high	ADJ
brj-23426	249	3	the	the	DET
brj-23426	249	4	efficiency	efficiency	NOUN
brj-23426	249	5	was	be	AUX
brj-23426	249	6	,	,	PUNCT
brj-23426	249	7	the	the	PRON
brj-23426	249	8	more	more	ADV
brj-23426	249	9	significant	significant	ADJ
brj-23426	249	10	the	the	DET
brj-23426	249	11	comprehensive	comprehensive	ADJ
brj-23426	249	12	fertilizer	fertilizer	NOUN
brj-23426	249	13	suction	suction	NOUN
brj-23426	249	14	performance	performance	NOUN
brj-23426	249	15	on	on	ADP
brj-23426	249	16	behalf	behalf	NOUN
brj-23426	249	17	of	of	ADP
brj-23426	249	18	the	the	DET
brj-23426	249	19	venturi	venturi	PROPN
brj-23426	249	20	fertilizer	fertilizer	NOUN
brj-23426	249	21	apparatus	apparatus	PROPN
brj-23426	249	22	.	.	PUNCT
brj-23426	250	1	as	as	SCONJ
brj-23426	250	2	shown	show	VERB
brj-23426	250	3	in	in	ADP
brj-23426	250	4	fig	fig	NOUN
brj-23426	250	5	.	.	PUNCT
brj-23426	251	1	12	12	NUM
brj-23426	251	2	,	,	PUNCT
brj-23426	251	3	when	when	SCONJ
brj-23426	251	4	the	the	DET
brj-23426	251	5	inlet	inlet	ADJ
brj-23426	251	6	pressure	pressure	NOUN
brj-23426	251	7	of	of	ADP
brj-23426	251	8	the	the	DET
brj-23426	251	9	venturi	venturi	PROPN
brj-23426	251	10	fertilizer	fertilizer	PROPN
brj-23426	251	11	applicator	applicator	NOUN
brj-23426	251	12	varied	varied	ADJ
brj-23426	251	13	within	within	ADP
brj-23426	251	14	the	the	DET
brj-23426	251	15	range	range	NOUN
brj-23426	251	16	of	of	ADP
brj-23426	251	17	0.01	0.01	NUM
brj-23426	251	18	to	to	PART
brj-23426	251	19	0.1	0.1	NUM
brj-23426	251	20	mpa	mpa	NOUN
brj-23426	251	21	,	,	PUNCT
brj-23426	251	22	the	the	DET
brj-23426	251	23	inlet	inlet	NOUN
brj-23426	251	24	flow	flow	NOUN
brj-23426	251	25	rate	rate	NOUN
brj-23426	251	26	ratio	ratio	NOUN
brj-23426	251	27	increased	increase	VERB
brj-23426	251	28	from	from	ADP
brj-23426	251	29	5.8	5.8	NUM
brj-23426	251	30	to	to	ADP
brj-23426	251	31	12.1	12.1	NUM
brj-23426	251	32	%	%	NOUN
brj-23426	251	33	with	with	ADP
brj-23426	251	34	the	the	DET
brj-23426	251	35	continuous	continuous	ADJ
brj-23426	251	36	increase	increase	NOUN
brj-23426	251	37	of	of	ADP
brj-23426	251	38	the	the	DET
brj-23426	251	39	inlet	inlet	NOUN
brj-23426	251	40	pressure	pressure	NOUN
brj-23426	251	41	.	.	PUNCT
brj-23426	252	1	fig	fig	NOUN
brj-23426	252	2	.	.	PUNCT
brj-23426	253	1	12	12	NUM
brj-23426	253	2	.	.	PUNCT
brj-23426	254	1	the	the	DET
brj-23426	254	2	relationship	relationship	NOUN
brj-23426	254	3	between	between	ADP
brj-23426	254	4	the	the	DET
brj-23426	254	5	import	import	NOUN
brj-23426	254	6	flow	flow	NOUN
brj-23426	254	7	ratio	ratio	NOUN
brj-23426	254	8	and	and	CCONJ
brj-23426	254	9	the	the	DET
brj-23426	254	10	import	import	NOUN
brj-23426	254	11	pressure	pressure	NOUN
brj-23426	254	12	peer	peer	NOUN
brj-23426	254	13	-	-	PUNCT
brj-23426	254	14	reviewed	review	VERB
brj-23426	254	15	article	article	NOUN
brj-23426	254	16	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	254	17	liang	liang	PROPN
brj-23426	254	18	et	et	PROPN
brj-23426	254	19	al	al	PROPN
brj-23426	254	20	.	.	PROPN
brj-23426	255	1	(	(	PUNCT
brj-23426	255	2	2024	2024	NUM
brj-23426	255	3	)	)	PUNCT
brj-23426	255	4	.	.	PUNCT
brj-23426	256	1	“	"	PUNCT
brj-23426	256	2	maize	maize	VERB
brj-23426	256	3	growth	growth	NOUN
brj-23426	256	4	tracking	tracking	NOUN
brj-23426	256	5	,	,	PUNCT
brj-23426	256	6	”	"	PUNCT
brj-23426	256	7	bioresources	bioresource	NOUN
brj-23426	256	8	19(3	19(3	NUM
brj-23426	256	9	)	)	PUNCT
brj-23426	256	10	,	,	PUNCT
brj-23426	256	11	5450	5450	NUM
brj-23426	256	12	-	-	SYM
brj-23426	256	13	5466	5466	NUM
brj-23426	256	14	.	.	PUNCT
brj-23426	257	1	5463	5463	NUM
brj-23426	257	2	the	the	DET
brj-23426	257	3	test	test	NOUN
brj-23426	257	4	results	result	NOUN
brj-23426	257	5	showed	show	VERB
brj-23426	257	6	that	that	SCONJ
brj-23426	257	7	with	with	ADP
brj-23426	257	8	the	the	DET
brj-23426	257	9	increase	increase	NOUN
brj-23426	257	10	of	of	ADP
brj-23426	257	11	the	the	DET
brj-23426	257	12	inlet	inlet	NOUN
brj-23426	257	13	pressure	pressure	NOUN
brj-23426	257	14	,	,	PUNCT
brj-23426	257	15	it	it	PRON
brj-23426	257	16	reached	reach	VERB
brj-23426	257	17	the	the	DET
brj-23426	257	18	peak	peak	NOUN
brj-23426	257	19	at	at	ADP
brj-23426	257	20	0.06	0.06	NUM
brj-23426	257	21	mpa	mpa	NOUN
brj-23426	257	22	,	,	PUNCT
brj-23426	257	23	and	and	CCONJ
brj-23426	257	24	the	the	DET
brj-23426	257	25	working	work	VERB
brj-23426	257	26	performance	performance	NOUN
brj-23426	257	27	reached	reach	VERB
brj-23426	257	28	the	the	DET
brj-23426	257	29	optimal	optimal	ADJ
brj-23426	257	30	state	state	NOUN
brj-23426	257	31	.	.	PUNCT
brj-23426	258	1	the	the	DET
brj-23426	258	2	value	value	NOUN
brj-23426	258	3	of	of	ADP
brj-23426	258	4	the	the	DET
brj-23426	258	5	inlet	inlet	NOUN
brj-23426	258	6	flow	flow	NOUN
brj-23426	258	7	rate	rate	NOUN
brj-23426	258	8	ratio	ratio	NOUN
brj-23426	258	9	tended	tend	VERB
brj-23426	258	10	to	to	PART
brj-23426	258	11	be	be	AUX
brj-23426	258	12	in	in	ADP
brj-23426	258	13	the	the	DET
brj-23426	258	14	stable	stable	ADJ
brj-23426	258	15	state	state	NOUN
brj-23426	258	16	,	,	PUNCT
brj-23426	258	17	and	and	CCONJ
brj-23426	258	18	it	it	PRON
brj-23426	258	19	did	do	AUX
brj-23426	258	20	not	not	PART
brj-23426	258	21	change	change	VERB
brj-23426	258	22	with	with	ADP
brj-23426	258	23	the	the	DET
brj-23426	258	24	inlet	inlet	NOUN
brj-23426	258	25	pressure	pressure	NOUN
brj-23426	258	26	.	.	PUNCT
brj-23426	259	1	as	as	SCONJ
brj-23426	259	2	shown	show	VERB
brj-23426	259	3	in	in	ADP
brj-23426	259	4	fig	fig	NOUN
brj-23426	259	5	.	.	PUNCT
brj-23426	260	1	13	13	NUM
brj-23426	260	2	,	,	PUNCT
brj-23426	260	3	when	when	SCONJ
brj-23426	260	4	the	the	DET
brj-23426	260	5	inlet	inlet	ADJ
brj-23426	260	6	pressure	pressure	NOUN
brj-23426	260	7	of	of	ADP
brj-23426	260	8	the	the	DET
brj-23426	260	9	venturi	venturi	PROPN
brj-23426	260	10	fertilizer	fertilizer	PROPN
brj-23426	260	11	applicator	applicator	NOUN
brj-23426	260	12	varied	varied	ADJ
brj-23426	260	13	within	within	ADP
brj-23426	260	14	the	the	DET
brj-23426	260	15	range	range	NOUN
brj-23426	260	16	of	of	ADP
brj-23426	260	17	0.01	0.01	NUM
brj-23426	260	18	to	to	PART
brj-23426	260	19	0.1	0.1	NUM
brj-23426	260	20	mpa	mpa	NOUN
brj-23426	260	21	,	,	PUNCT
brj-23426	260	22	the	the	DET
brj-23426	260	23	trend	trend	NOUN
brj-23426	260	24	of	of	ADP
brj-23426	260	25	the	the	DET
brj-23426	260	26	fertilizer	fertilizer	NOUN
brj-23426	260	27	concentration	concentration	NOUN
brj-23426	260	28	was	be	AUX
brj-23426	260	29	first	first	ADV
brj-23426	260	30	fast	fast	ADJ
brj-23426	260	31	and	and	CCONJ
brj-23426	260	32	then	then	ADV
brj-23426	260	33	slow	slow	ADJ
brj-23426	260	34	,	,	PUNCT
brj-23426	260	35	and	and	CCONJ
brj-23426	260	36	the	the	DET
brj-23426	260	37	fertilizer	fertilizer	NOUN
brj-23426	260	38	concentration	concentration	NOUN
brj-23426	260	39	increased	increase	VERB
brj-23426	260	40	from	from	ADP
brj-23426	260	41	5.7	5.7	NUM
brj-23426	260	42	%	%	NOUN
brj-23426	260	43	to	to	ADP
brj-23426	260	44	10.5	10.5	NUM
brj-23426	260	45	%	%	NOUN
brj-23426	260	46	.	.	PUNCT
brj-23426	261	1	the	the	DET
brj-23426	261	2	test	test	NOUN
brj-23426	261	3	results	result	NOUN
brj-23426	261	4	showed	show	VERB
brj-23426	261	5	that	that	SCONJ
brj-23426	261	6	with	with	ADP
brj-23426	261	7	the	the	DET
brj-23426	261	8	increase	increase	NOUN
brj-23426	261	9	of	of	ADP
brj-23426	261	10	the	the	DET
brj-23426	261	11	inlet	inlet	NOUN
brj-23426	261	12	pressure	pressure	NOUN
brj-23426	261	13	,	,	PUNCT
brj-23426	261	14	the	the	DET
brj-23426	261	15	upward	upward	ADJ
brj-23426	261	16	trend	trend	NOUN
brj-23426	261	17	was	be	AUX
brj-23426	261	18	the	the	DET
brj-23426	261	19	largest	large	ADJ
brj-23426	261	20	in	in	ADP
brj-23426	261	21	0.04	0.04	NUM
brj-23426	261	22	mpa	mpa	NOUN
brj-23426	261	23	,	,	PUNCT
brj-23426	261	24	at	at	ADP
brj-23426	261	25	which	which	DET
brj-23426	261	26	time	time	NOUN
brj-23426	261	27	the	the	DET
brj-23426	261	28	concentration	concentration	NOUN
brj-23426	261	29	of	of	ADP
brj-23426	261	30	fertilizer	fertilizer	NOUN
brj-23426	261	31	was	be	AUX
brj-23426	261	32	9.9	9.9	NUM
brj-23426	261	33	%	%	NOUN
brj-23426	261	34	,	,	PUNCT
brj-23426	261	35	and	and	CCONJ
brj-23426	261	36	the	the	DET
brj-23426	261	37	value	value	NOUN
brj-23426	261	38	of	of	ADP
brj-23426	261	39	the	the	DET
brj-23426	261	40	fertilizer	fertilizer	NOUN
brj-23426	261	41	concentration	concentration	NOUN
brj-23426	261	42	tended	tend	VERB
brj-23426	261	43	to	to	PART
brj-23426	261	44	be	be	AUX
brj-23426	261	45	in	in	ADP
brj-23426	261	46	the	the	DET
brj-23426	261	47	stable	stable	ADJ
brj-23426	261	48	state	state	NOUN
brj-23426	261	49	and	and	CCONJ
brj-23426	261	50	did	do	AUX
brj-23426	261	51	not	not	PART
brj-23426	261	52	change	change	VERB
brj-23426	261	53	with	with	ADP
brj-23426	261	54	the	the	DET
brj-23426	261	55	inlet	inlet	ADJ
brj-23426	261	56	pressure	pressure	NOUN
brj-23426	261	57	changes	change	NOUN
brj-23426	261	58	.	.	PUNCT
brj-23426	262	1	fig	fig	NOUN
brj-23426	262	2	.	.	PUNCT
brj-23426	263	1	13	13	NUM
brj-23426	263	2	.	.	X
brj-23426	263	3	relationship	relationship	NOUN
brj-23426	263	4	between	between	ADP
brj-23426	263	5	the	the	DET
brj-23426	263	6	fertilizer	fertilizer	NOUN
brj-23426	263	7	fluid	fluid	NOUN
brj-23426	263	8	concentration	concentration	NOUN
brj-23426	263	9	and	and	CCONJ
brj-23426	263	10	the	the	DET
brj-23426	263	11	inlet	inlet	ADJ
brj-23426	263	12	pressure	pressure	NOUN
brj-23426	263	13	fig	fig	NOUN
brj-23426	263	14	.	.	PUNCT
brj-23426	264	1	14	14	NUM
brj-23426	264	2	.	.	X
brj-23426	264	3	relationship	relationship	NOUN
brj-23426	264	4	between	between	ADP
brj-23426	264	5	fertilizer	fertilizer	NOUN
brj-23426	264	6	efficiency	efficiency	NOUN
brj-23426	264	7	and	and	CCONJ
brj-23426	264	8	inlet	inlet	VERB
brj-23426	264	9	pressure	pressure	NOUN
brj-23426	264	10	peer	peer	NOUN
brj-23426	264	11	-	-	PUNCT
brj-23426	264	12	reviewed	review	VERB
brj-23426	264	13	article	article	NOUN
brj-23426	264	14	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	264	15	liang	liang	PROPN
brj-23426	264	16	et	et	PROPN
brj-23426	264	17	al	al	PROPN
brj-23426	264	18	.	.	PROPN
brj-23426	265	1	(	(	PUNCT
brj-23426	265	2	2024	2024	NUM
brj-23426	265	3	)	)	PUNCT
brj-23426	265	4	.	.	PUNCT
brj-23426	266	1	“	"	PUNCT
brj-23426	266	2	maize	maize	VERB
brj-23426	266	3	growth	growth	NOUN
brj-23426	266	4	tracking	tracking	NOUN
brj-23426	266	5	,	,	PUNCT
brj-23426	266	6	”	"	PUNCT
brj-23426	266	7	bioresources	bioresource	NOUN
brj-23426	266	8	19(3	19(3	NUM
brj-23426	266	9	)	)	PUNCT
brj-23426	266	10	,	,	PUNCT
brj-23426	266	11	5450	5450	NUM
brj-23426	266	12	-	-	SYM
brj-23426	266	13	5466	5466	NUM
brj-23426	266	14	.	.	PUNCT
brj-23426	266	15	5464	5464	NUM
brj-23426	266	16	as	as	SCONJ
brj-23426	266	17	shown	show	VERB
brj-23426	266	18	in	in	ADP
brj-23426	266	19	fig	fig	NOUN
brj-23426	266	20	.	.	PUNCT
brj-23426	267	1	14	14	NUM
brj-23426	267	2	,	,	PUNCT
brj-23426	267	3	when	when	SCONJ
brj-23426	267	4	the	the	DET
brj-23426	267	5	inlet	inlet	ADJ
brj-23426	267	6	pressure	pressure	NOUN
brj-23426	267	7	of	of	ADP
brj-23426	267	8	the	the	DET
brj-23426	267	9	venturi	venturi	PROPN
brj-23426	267	10	fertilizer	fertilizer	PROPN
brj-23426	267	11	applicator	applicator	NOUN
brj-23426	267	12	varied	varied	ADJ
brj-23426	267	13	within	within	ADP
brj-23426	267	14	the	the	DET
brj-23426	267	15	range	range	NOUN
brj-23426	267	16	of	of	ADP
brj-23426	267	17	0.01	0.01	NUM
brj-23426	267	18	to	to	PART
brj-23426	267	19	0.1	0.1	NUM
brj-23426	267	20	mpa	mpa	NOUN
brj-23426	267	21	,	,	PUNCT
brj-23426	267	22	the	the	DET
brj-23426	267	23	fertilizer	fertilizer	NOUN
brj-23426	267	24	absorption	absorption	NOUN
brj-23426	267	25	efficiency	efficiency	NOUN
brj-23426	267	26	of	of	ADP
brj-23426	267	27	the	the	DET
brj-23426	267	28	venturi	venturi	PROPN
brj-23426	267	29	fertilizer	fertilizer	PROPN
brj-23426	267	30	applicator	applicator	NOUN
brj-23426	267	31	decreased	decrease	VERB
brj-23426	267	32	from	from	ADP
brj-23426	267	33	2.8	2.8	NUM
brj-23426	267	34	to	to	PART
brj-23426	267	35	0.6	0.6	NUM
brj-23426	267	36	%	%	NOUN
brj-23426	267	37	.	.	PUNCT
brj-23426	268	1	the	the	DET
brj-23426	268	2	results	result	NOUN
brj-23426	268	3	showed	show	VERB
brj-23426	268	4	that	that	SCONJ
brj-23426	268	5	when	when	SCONJ
brj-23426	268	6	the	the	DET
brj-23426	268	7	outlet	outlet	NOUN
brj-23426	268	8	of	of	ADP
brj-23426	268	9	the	the	DET
brj-23426	268	10	venturi	venturi	PROPN
brj-23426	268	11	fertilizer	fertilizer	PROPN
brj-23426	268	12	applicator	applicator	NOUN
brj-23426	268	13	was	be	AUX
brj-23426	268	14	in	in	ADP
brj-23426	268	15	the	the	DET
brj-23426	268	16	state	state	NOUN
brj-23426	268	17	of	of	ADP
brj-23426	268	18	self	self	NOUN
brj-23426	268	19	-	-	PUNCT
brj-23426	268	20	flowing	flow	VERB
brj-23426	268	21	,	,	PUNCT
brj-23426	268	22	and	and	CCONJ
brj-23426	268	23	the	the	DET
brj-23426	268	24	inlet	inlet	ADJ
brj-23426	268	25	pressure	pressure	NOUN
brj-23426	268	26	was	be	AUX
brj-23426	268	27	0.05	0.05	NUM
brj-23426	268	28	mpa	mpa	NOUN
brj-23426	268	29	,	,	PUNCT
brj-23426	268	30	the	the	DET
brj-23426	268	31	efficiency	efficiency	NOUN
brj-23426	268	32	of	of	ADP
brj-23426	268	33	the	the	DET
brj-23426	268	34	fertilizer	fertilizer	NOUN
brj-23426	268	35	absorption	absorption	NOUN
brj-23426	268	36	was	be	AUX
brj-23426	268	37	1.1	1.1	NUM
brj-23426	268	38	%	%	NOUN
brj-23426	268	39	,	,	PUNCT
brj-23426	268	40	which	which	PRON
brj-23426	268	41	can	can	AUX
brj-23426	268	42	satisfy	satisfy	VERB
brj-23426	268	43	the	the	DET
brj-23426	268	44	actual	actual	ADJ
brj-23426	268	45	demand	demand	NOUN
brj-23426	268	46	.	.	PUNCT
brj-23426	269	1	conclusions	conclusion	NOUN
brj-23426	269	2	1	1	X
brj-23426	269	3	.	.	PUNCT
brj-23426	270	1	the	the	DET
brj-23426	270	2	maize	maize	PROPN
brj-23426	270	3	variety	variety	NOUN
brj-23426	270	4	demeria	demeria	PROPN
brj-23426	270	5	d3	d3	PROPN
brj-23426	270	6	was	be	AUX
brj-23426	270	7	the	the	DET
brj-23426	270	8	research	research	NOUN
brj-23426	270	9	object	object	NOUN
brj-23426	270	10	.	.	PUNCT
brj-23426	271	1	python	python	NOUN
brj-23426	271	2	language	language	NOUN
brj-23426	271	3	was	be	AUX
brj-23426	271	4	used	use	VERB
brj-23426	271	5	to	to	PART
brj-23426	271	6	write	write	VERB
brj-23426	271	7	the	the	DET
brj-23426	271	8	deep	deep	ADJ
brj-23426	271	9	learning	learning	NOUN
brj-23426	271	10	framework	framework	NOUN
brj-23426	271	11	of	of	ADP
brj-23426	271	12	pytorch	pytorch	NOUN
brj-23426	271	13	.	.	PUNCT
brj-23426	272	1	the	the	DET
brj-23426	272	2	recognition	recognition	NOUN
brj-23426	272	3	method	method	NOUN
brj-23426	272	4	of	of	ADP
brj-23426	272	5	the	the	DET
brj-23426	272	6	growth	growth	NOUN
brj-23426	272	7	period	period	NOUN
brj-23426	272	8	of	of	ADP
brj-23426	272	9	maize	maize	NOUN
brj-23426	272	10	plants	plant	NOUN
brj-23426	272	11	was	be	AUX
brj-23426	272	12	proposed	propose	VERB
brj-23426	272	13	based	base	VERB
brj-23426	272	14	on	on	ADP
brj-23426	272	15	the	the	DET
brj-23426	272	16	mobilenet	mobilenet	NOUN
brj-23426	272	17	model	model	NOUN
brj-23426	272	18	.	.	PUNCT
brj-23426	273	1	the	the	DET
brj-23426	273	2	validity	validity	NOUN
brj-23426	273	3	of	of	ADP
brj-23426	273	4	the	the	DET
brj-23426	273	5	model	model	NOUN
brj-23426	273	6	was	be	AUX
brj-23426	273	7	verified	verify	VERB
brj-23426	273	8	through	through	ADP
brj-23426	273	9	the	the	DET
brj-23426	273	10	test	test	NOUN
brj-23426	273	11	set	set	NOUN
brj-23426	273	12	.	.	PUNCT
brj-23426	274	1	results	result	NOUN
brj-23426	274	2	showed	show	VERB
brj-23426	274	3	that	that	SCONJ
brj-23426	274	4	the	the	DET
brj-23426	274	5	maize	maize	NOUN
brj-23426	274	6	plants	plant	NOUN
brj-23426	274	7	in	in	ADP
brj-23426	274	8	the	the	DET
brj-23426	274	9	seedling	seedling	NOUN
brj-23426	274	10	stage	stage	NOUN
brj-23426	274	11	,	,	PUNCT
brj-23426	274	12	the	the	DET
brj-23426	274	13	nodulation	nodulation	NOUN
brj-23426	274	14	stage	stage	NOUN
brj-23426	274	15	,	,	PUNCT
brj-23426	274	16	the	the	DET
brj-23426	274	17	staminate	staminate	NOUN
brj-23426	274	18	stage	stage	NOUN
brj-23426	274	19	,	,	PUNCT
brj-23426	274	20	the	the	DET
brj-23426	274	21	milky	milky	ADJ
brj-23426	274	22	ripening	ripening	NOUN
brj-23426	274	23	stage	stage	NOUN
brj-23426	274	24	,	,	PUNCT
brj-23426	274	25	and	and	CCONJ
brj-23426	274	26	the	the	DET
brj-23426	274	27	completion	completion	NOUN
brj-23426	274	28	stage	stage	NOUN
brj-23426	274	29	were	be	AUX
brj-23426	274	30	98	98	NUM
brj-23426	274	31	%	%	NOUN
brj-23426	274	32	,	,	PUNCT
brj-23426	274	33	96	96	NUM
brj-23426	274	34	%	%	NOUN
brj-23426	274	35	,	,	PUNCT
brj-23426	274	36	92	92	NUM
brj-23426	274	37	%	%	NOUN
brj-23426	274	38	,	,	PUNCT
brj-23426	274	39	85	85	NUM
brj-23426	274	40	%	%	NOUN
brj-23426	274	41	,	,	PUNCT
brj-23426	274	42	and	and	CCONJ
brj-23426	274	43	97	97	NUM
brj-23426	274	44	%	%	NOUN
brj-23426	274	45	,	,	PUNCT
brj-23426	274	46	respectively	respectively	ADV
brj-23426	274	47	.	.	PUNCT
brj-23426	275	1	2	2	X
brj-23426	275	2	.	.	PUNCT
brj-23426	275	3	based	base	VERB
brj-23426	275	4	on	on	ADP
brj-23426	275	5	the	the	DET
brj-23426	275	6	plant	plant	NOUN
brj-23426	275	7	height	height	NOUN
brj-23426	275	8	measurements	measurement	NOUN
brj-23426	275	9	of	of	ADP
brj-23426	275	10	maize	maize	NOUN
brj-23426	275	11	plants	plant	NOUN
brj-23426	275	12	in	in	ADP
brj-23426	275	13	the	the	DET
brj-23426	275	14	experimental	experimental	ADJ
brj-23426	275	15	area	area	NOUN
brj-23426	275	16	at	at	ADP
brj-23426	275	17	the	the	DET
brj-23426	275	18	seedling	seedling	NOUN
brj-23426	275	19	,	,	PUNCT
brj-23426	275	20	nodulation	nodulation	NOUN
brj-23426	275	21	,	,	PUNCT
brj-23426	275	22	and	and	CCONJ
brj-23426	275	23	stamen	staman	NOUN
brj-23426	275	24	pulling	pull	VERB
brj-23426	275	25	stages	stage	NOUN
brj-23426	275	26	,	,	PUNCT
brj-23426	275	27	a	a	DET
brj-23426	275	28	comparative	comparative	ADJ
brj-23426	275	29	analysis	analysis	NOUN
brj-23426	275	30	of	of	ADP
brj-23426	275	31	the	the	DET
brj-23426	275	32	prediction	prediction	NOUN
brj-23426	275	33	models	model	NOUN
brj-23426	275	34	before	before	ADP
brj-23426	275	35	and	and	CCONJ
brj-23426	275	36	after	after	SCONJ
brj-23426	275	37	optimization	optimization	NOUN
brj-23426	275	38	was	be	AUX
brj-23426	275	39	conducted	conduct	VERB
brj-23426	275	40	by	by	ADP
brj-23426	275	41	applying	apply	VERB
brj-23426	275	42	the	the	DET
brj-23426	275	43	prophet	prophet	NOUN
brj-23426	275	44	model	model	NOUN
brj-23426	275	45	and	and	CCONJ
brj-23426	275	46	the	the	DET
brj-23426	275	47	optimized	optimize	VERB
brj-23426	275	48	prophet	prophet	NOUN
brj-23426	275	49	model	model	NOUN
brj-23426	275	50	.	.	PUNCT
brj-23426	276	1	results	result	NOUN
brj-23426	276	2	showed	show	VERB
brj-23426	276	3	that	that	SCONJ
brj-23426	276	4	the	the	DET
brj-23426	276	5	predictive	predictive	ADJ
brj-23426	276	6	model	model	NOUN
brj-23426	276	7	of	of	ADP
brj-23426	276	8	maize	maize	NOUN
brj-23426	276	9	plant	plant	NOUN
brj-23426	276	10	height	height	NOUN
brj-23426	276	11	was	be	AUX
brj-23426	276	12	applicable	applicable	ADJ
brj-23426	276	13	and	and	CCONJ
brj-23426	276	14	that	that	SCONJ
brj-23426	276	15	the	the	DET
brj-23426	276	16	relative	relative	ADJ
brj-23426	276	17	errors	error	NOUN
brj-23426	276	18	of	of	ADP
brj-23426	276	19	the	the	DET
brj-23426	276	20	predicted	predict	VERB
brj-23426	276	21	values	value	NOUN
brj-23426	276	22	of	of	ADP
brj-23426	276	23	the	the	DET
brj-23426	276	24	prophet	prophet	NOUN
brj-23426	276	25	model	model	NOUN
brj-23426	276	26	were	be	AUX
brj-23426	276	27	0.85	0.85	NUM
brj-23426	276	28	%	%	NOUN
brj-23426	276	29	,	,	PUNCT
brj-23426	276	30	2.11	2.11	NUM
brj-23426	276	31	%	%	NOUN
brj-23426	276	32	,	,	PUNCT
brj-23426	276	33	and	and	CCONJ
brj-23426	276	34	0.79	0.79	NUM
brj-23426	276	35	%	%	NOUN
brj-23426	276	36	.	.	PUNCT
brj-23426	277	1	the	the	DET
brj-23426	277	2	relative	relative	ADJ
brj-23426	277	3	errors	error	NOUN
brj-23426	277	4	of	of	ADP
brj-23426	277	5	prophet	prophet	NOUN
brj-23426	277	6	optimization	optimization	NOUN
brj-23426	277	7	model	model	NOUN
brj-23426	277	8	were	be	AUX
brj-23426	277	9	0.76	0.76	NUM
brj-23426	277	10	%	%	NOUN
brj-23426	277	11	,	,	PUNCT
brj-23426	277	12	0.47	0.47	NUM
brj-23426	277	13	%	%	NOUN
brj-23426	277	14	and	and	CCONJ
brj-23426	277	15	0.71	0.71	NUM
brj-23426	277	16	%	%	NOUN
brj-23426	277	17	.	.	PUNCT
brj-23426	278	1	compared	compare	VERB
brj-23426	278	2	to	to	ADP
brj-23426	278	3	the	the	DET
brj-23426	278	4	prophet	prophet	NOUN
brj-23426	278	5	model	model	NOUN
brj-23426	278	6	,	,	PUNCT
brj-23426	278	7	the	the	DET
brj-23426	278	8	optimized	optimize	VERB
brj-23426	278	9	errors	error	NOUN
brj-23426	278	10	were	be	AUX
brj-23426	278	11	reduced	reduce	VERB
brj-23426	278	12	by	by	ADP
brj-23426	278	13	0.09	0.09	NUM
brj-23426	278	14	%	%	NOUN
brj-23426	278	15	,	,	PUNCT
brj-23426	278	16	1.64	1.64	NUM
brj-23426	278	17	%	%	NOUN
brj-23426	278	18	and	and	CCONJ
brj-23426	278	19	0.08	0.08	NUM
brj-23426	278	20	%	%	NOUN
brj-23426	278	21	.	.	PUNCT
brj-23426	279	1	acknowledgements	acknowledgement	NOUN
brj-23426	279	2	heilongjiang	heilongjiang	PROPN
brj-23426	279	3	province	province	PROPN
brj-23426	279	4	excellent	excellent	ADJ
brj-23426	279	5	young	young	ADJ
brj-23426	279	6	teachers	teacher	NOUN
brj-23426	279	7	basic	basic	ADJ
brj-23426	279	8	research	research	NOUN
brj-23426	279	9	support	support	NOUN
brj-23426	279	10	program	program	NOUN
brj-23426	279	11	(	(	PUNCT
brj-23426	279	12	yqjh2023218	yqjh2023218	PROPN
brj-23426	279	13	)	)	PUNCT
brj-23426	279	14	;	;	PUNCT
brj-23426	279	15	key	key	ADJ
brj-23426	279	16	laboratory	laboratory	NOUN
brj-23426	279	17	open	open	ADJ
brj-23426	279	18	topics	topic	NOUN
brj-23426	279	19	of	of	ADP
brj-23426	279	20	field	field	NOUN
brj-23426	279	21	agricultural	agricultural	ADJ
brj-23426	279	22	equipment	equipment	NOUN
brj-23426	279	23	engineering	engineering	NOUN
brj-23426	279	24	technology	technology	NOUN
brj-23426	279	25	in	in	ADP
brj-23426	279	26	heilongjiang	heilongjiang	PROPN
brj-23426	279	27	(	(	PUNCT
brj-23426	279	28	tjny202302	tjny202302	PROPN
brj-23426	279	29	)	)	PUNCT
brj-23426	279	30	;	;	PUNCT
brj-23426	279	31	basic	basic	ADJ
brj-23426	279	32	scientific	scientific	ADJ
brj-23426	279	33	research	research	NOUN
brj-23426	279	34	expenses	expense	NOUN
brj-23426	279	35	project	project	NOUN
brj-23426	279	36	of	of	ADP
brj-23426	279	37	universities	university	NOUN
brj-23426	279	38	in	in	ADP
brj-23426	279	39	heilongjiang	heilongjiang	PROPN
brj-23426	279	40	province	province	NOUN
brj-23426	279	41	(	(	PUNCT
brj-23426	279	42	2023	2023	NUM
brj-23426	279	43	-	-	PUNCT
brj-23426	279	44	kyywf-0571	kyywf-0571	NOUN
brj-23426	279	45	)	)	PUNCT
brj-23426	279	46	;	;	PUNCT
brj-23426	279	47	science	science	NOUN
brj-23426	279	48	and	and	CCONJ
brj-23426	279	49	technology	technology	NOUN
brj-23426	279	50	plan	plan	NOUN
brj-23426	279	51	innovation	innovation	NOUN
brj-23426	279	52	incentive	incentive	NOUN
brj-23426	279	53	program	program	NOUN
brj-23426	279	54	of	of	ADP
brj-23426	279	55	jiamusi	jiamusi	PROPN
brj-23426	279	56	(	(	PUNCT
brj-23426	279	57	ny2023jl0006	ny2023jl0006	PROPN
brj-23426	279	58	)	)	PUNCT
brj-23426	279	59	;	;	PUNCT
brj-23426	279	60	heilongjiang	heilongjiang	PROPN
brj-23426	279	61	province	province	PROPN
brj-23426	279	62	department	department	PROPN
brj-23426	279	63	of	of	ADP
brj-23426	279	64	education	education	PROPN
brj-23426	279	65	science	science	NOUN
brj-23426	279	66	and	and	CCONJ
brj-23426	279	67	technology	technology	NOUN
brj-23426	279	68	innovation	innovation	NOUN
brj-23426	279	69	team	team	NOUN
brj-23426	279	70	construction	construction	NOUN
brj-23426	279	71	plan	plan	NOUN
brj-23426	279	72	project	project	NOUN
brj-23426	279	73	(	(	PUNCT
brj-23426	279	74	2021	2021	NUM
brj-23426	279	75	-	-	PUNCT
brj-23426	279	76	kyywf-0639	kyywf-0639	NOUN
brj-23426	279	77	)	)	PUNCT
brj-23426	279	78	.	.	PUNCT
brj-23426	280	1	references	reference	NOUN
brj-23426	280	2	cited	cite	VERB
brj-23426	280	3	cai	cai	PROPN
brj-23426	280	4	,	,	PUNCT
brj-23426	280	5	j.	j.	PROPN
brj-23426	280	6	,	,	PUNCT
brj-23426	280	7	chang	chang	PROPN
brj-23426	280	8	,	,	PUNCT
brj-23426	280	9	h.	h.	PROPN
brj-23426	280	10	,	,	PUNCT
brj-23426	280	11	chen	chen	PROPN
brj-23426	280	12	,	,	PUNCT
brj-23426	280	13	h.	h.	PROPN
brj-23426	280	14	,	,	PUNCT
brj-23426	280	15	zhang	zhang	PROPN
brj-23426	280	16	,	,	PUNCT
brj-23426	280	17	b.	b.	PROPN
brj-23426	280	18	,	,	PUNCT
brj-23426	280	19	wei	wei	PROPN
brj-23426	280	20	,	,	PUNCT
brj-23426	280	21	z.	z.	PROPN
brj-23426	280	22	,	,	PUNCT
brj-23426	280	23	and	and	CCONJ
brj-23426	280	24	peng	peng	PROPN
brj-23426	280	25	,	,	PUNCT
brj-23426	280	26	z.	z.	PROPN
brj-23426	280	27	(	(	PUNCT
brj-23426	280	28	2020	2020	NUM
brj-23426	280	29	)	)	PUNCT
brj-23426	280	30	.	.	PUNCT
brj-23426	281	1	“	"	PUNCT
brj-23426	281	2	simulation	simulation	NOUN
brj-23426	281	3	of	of	ADP
brj-23426	281	4	maize	maize	NOUN
brj-23426	281	5	dry	dry	ADJ
brj-23426	281	6	matter	matter	NOUN
brj-23426	281	7	accumulation	accumulation	NOUN
brj-23426	281	8	based	base	VERB
brj-23426	281	9	on	on	ADP
brj-23426	281	10	different	different	ADJ
brj-23426	281	11	effective	effective	ADJ
brj-23426	281	12	accumulated	accumulate	VERB
brj-23426	281	13	temperatures	temperature	NOUN
brj-23426	281	14	,	,	PUNCT
brj-23426	281	15	”	"	PUNCT
brj-23426	281	16	journal	journal	NOUN
brj-23426	281	17	of	of	ADP
brj-23426	281	18	agricultural	agricultural	ADJ
brj-23426	281	19	machinery	machinery	NOUN
brj-23426	281	20	51(5	51(5	NUM
brj-23426	281	21	)	)	PUNCT
brj-23426	281	22	,	,	PUNCT
brj-23426	281	23	263	263	NUM
brj-23426	281	24	-	-	SYM
brj-23426	281	25	271	271	NUM
brj-23426	281	26	.	.	PUNCT
brj-23426	282	1	doi	doi	NOUN
brj-23426	282	2	:	:	PUNCT
brj-23426	282	3	10.6041	10.6041	NUM
brj-23426	282	4	/	/	SYM
brj-23426	282	5	j.issn.1000	j.issn.1000	PROPN
brj-23426	282	6	-	-	PUNCT
brj-23426	282	7	1298.2020.05.029	1298.2020.05.029	PROPN
brj-23426	282	8	chen	chen	PROPN
brj-23426	282	9	,	,	PUNCT
brj-23426	282	10	m.	m.	NOUN
brj-23426	282	11	,	,	PUNCT
brj-23426	282	12	yu	yu	PROPN
brj-23426	282	13	,	,	PUNCT
brj-23426	282	14	h.	h.	PROPN
brj-23426	282	15	,	,	PUNCT
brj-23426	282	16	li	li	PROPN
brj-23426	282	17	,	,	PUNCT
brj-23426	282	18	x.	x.	PROPN
brj-23426	282	19	,	,	PUNCT
brj-23426	282	20	wang	wang	PROPN
brj-23426	282	21	,	,	PUNCT
brj-23426	282	22	h.	h.	PROPN
brj-23426	282	23	,	,	PUNCT
brj-23426	282	24	liu	liu	PROPN
brj-23426	282	25	,	,	PUNCT
brj-23426	282	26	s.	s.	PROPN
brj-23426	282	27	,	,	PUNCT
brj-23426	282	28	kong	kong	PROPN
brj-23426	282	29	,	,	PUNCT
brj-23426	282	30	l.	l.	PROPN
brj-23426	282	31	,	,	PUNCT
brj-23426	282	32	zhang	zhang	PROPN
brj-23426	282	33	,	,	PUNCT
brj-23426	282	34	l.	l.	PROPN
brj-23426	282	35	dang	dang	PROPN
brj-23426	282	36	,	,	PUNCT
brj-23426	282	37	j.	j.	PROPN
brj-23426	282	38	,	,	PUNCT
brj-23426	282	39	and	and	CCONJ
brj-23426	282	40	sui	sui	PROPN
brj-23426	282	41	,	,	PUNCT
brj-23426	282	42	y.	y.	PROPN
brj-23426	282	43	(	(	PUNCT
brj-23426	282	44	2021	2021	NUM
brj-23426	282	45	)	)	PUNCT
brj-23426	282	46	.	.	PUNCT
brj-23426	283	1	“	"	PUNCT
brj-23426	283	2	response	response	VERB
brj-23426	283	3	analysis	analysis	NOUN
brj-23426	283	4	of	of	ADP
brj-23426	283	5	hyperspectral	hyperspectral	ADJ
brj-23426	283	6	characteristics	characteristic	NOUN
brj-23426	283	7	of	of	ADP
brj-23426	283	8	maize	maize	NOUN
brj-23426	283	9	seedling	seedling	NOUN
brj-23426	283	10	leaves	leave	NOUN
brj-23426	283	11	under	under	ADP
brj-23426	283	12	different	different	ADJ
brj-23426	283	13	light	light	NOUN
brj-23426	283	14	and	and	CCONJ
brj-23426	283	15	temperature	temperature	NOUN
brj-23426	283	16	environment	environment	NOUN
brj-23426	283	17	,	,	PUNCT
brj-23426	283	18	”	"	PUNCT
brj-23426	283	19	spectroscopy	spectroscopy	NOUN
brj-23426	283	20	and	and	CCONJ
brj-23426	283	21	spectral	spectral	ADJ
brj-23426	283	22	analysis	analysis	NOUN
brj-23426	283	23	41(11	41(11	NUM
brj-23426	283	24	)	)	PUNCT
brj-23426	283	25	,	,	PUNCT
brj-23426	283	26	3545	3545	NUM
brj-23426	283	27	-	-	SYM
brj-23426	283	28	3551	3551	NUM
brj-23426	283	29	.	.	PUNCT
brj-23426	284	1	peer	peer	NOUN
brj-23426	284	2	-	-	PUNCT
brj-23426	284	3	reviewed	review	VERB
brj-23426	284	4	article	article	NOUN
brj-23426	284	5	bioresources.cnr.ncsu.edu	bioresources.cnr.ncsu.edu	PUNCT
brj-23426	284	6	liang	liang	PROPN
brj-23426	284	7	et	et	PROPN
brj-23426	284	8	al	al	PROPN
brj-23426	284	9	.	.	PROPN
brj-23426	285	1	(	(	PUNCT
brj-23426	285	2	2024	2024	NUM
brj-23426	285	3	)	)	PUNCT
brj-23426	285	4	.	.	PUNCT
brj-23426	286	1	“	"	PUNCT
brj-23426	286	2	maize	maize	VERB
brj-23426	286	3	growth	growth	NOUN
brj-23426	286	4	tracking	tracking	NOUN
brj-23426	286	5	,	,	PUNCT
brj-23426	286	6	”	"	PUNCT
brj-23426	286	7	bioresources	bioresource	NOUN
brj-23426	286	8	19(3	19(3	NUM
brj-23426	286	9	)	)	PUNCT
brj-23426	286	10	,	,	PUNCT
brj-23426	286	11	5450	5450	NUM
brj-23426	286	12	-	-	SYM
brj-23426	286	13	5466	5466	NUM
brj-23426	286	14	.	.	PUNCT
brj-23426	287	1	5465	5465	NUM
brj-23426	287	2	chen	chen	PROPN
brj-23426	287	3	,	,	PUNCT
brj-23426	287	4	x.	x.	NOUN
brj-23426	287	5	(	(	PUNCT
brj-23426	287	6	2021	2021	NUM
brj-23426	287	7	)	)	PUNCT
brj-23426	287	8	.	.	PUNCT
brj-23426	288	1	intelligent	intelligent	ADJ
brj-23426	288	2	monitoring	monitoring	NOUN
brj-23426	288	3	system	system	NOUN
brj-23426	288	4	for	for	ADP
brj-23426	288	5	integrating	integrate	VERB
brj-23426	288	6	water	water	NOUN
brj-23426	288	7	and	and	CCONJ
brj-23426	288	8	fertilizer	fertilizer	NOUN
brj-23426	288	9	based	base	VERB
brj-23426	288	10	on	on	ADP
brj-23426	288	11	the	the	DET
brj-23426	288	12	internet	internet	NOUN
brj-23426	288	13	of	of	ADP
brj-23426	288	14	things	thing	NOUN
brj-23426	288	15	,	,	PUNCT
brj-23426	288	16	master	master	NOUN
brj-23426	288	17	’s	’s	PART
brj-23426	288	18	thesis	thesis	NOUN
brj-23426	288	19	,	,	PUNCT
brj-23426	288	20	tianjin	tianjin	PROPN
brj-23426	288	21	university	university	PROPN
brj-23426	288	22	of	of	ADP
brj-23426	288	23	technology	technology	PROPN
brj-23426	288	24	.	.	PUNCT
brj-23426	289	1	fan	fan	PROPN
brj-23426	289	2	,	,	PUNCT
brj-23426	289	3	x.	x.	PROPN
brj-23426	289	4	,	,	PUNCT
brj-23426	289	5	zhou	zhou	PROPN
brj-23426	289	6	,	,	PUNCT
brj-23426	289	7	j.	j.	PROPN
brj-23426	289	8	,	,	PUNCT
brj-23426	289	9	xu	xu	PROPN
brj-23426	289	10	,	,	PUNCT
brj-23426	289	11	y.	y.	PROPN
brj-23426	289	12	,	,	PUNCT
brj-23426	289	13	li	li	PROPN
brj-23426	289	14	,	,	PUNCT
brj-23426	289	15	k.	k.	PROPN
brj-23426	289	16	,	,	PUNCT
brj-23426	289	17	and	and	CCONJ
brj-23426	289	18	wen	wen	PROPN
brj-23426	289	19	,	,	PUNCT
brj-23426	289	20	d.	d.	PROPN
brj-23426	289	21	(	(	PUNCT
brj-23426	289	22	2021	2021	NUM
brj-23426	289	23	)	)	PUNCT
brj-23426	289	24	.	.	PUNCT
brj-23426	290	1	“	"	PUNCT
brj-23426	290	2	identification	identification	NOUN
brj-23426	290	3	and	and	CCONJ
brj-23426	290	4	localization	localization	NOUN
brj-23426	290	5	of	of	ADP
brj-23426	290	6	weeds	weed	NOUN
brj-23426	290	7	based	base	VERB
brj-23426	290	8	on	on	ADP
brj-23426	290	9	optimized	optimize	VERB
brj-23426	290	10	faster	fast	ADJ
brj-23426	290	11	r	r	NOUN
brj-23426	290	12	-	-	PUNCT
brj-23426	290	13	cnn	cnn	NOUN
brj-23426	290	14	in	in	ADP
brj-23426	290	15	cotton	cotton	NOUN
brj-23426	290	16	seedling	seedling	NOUN
brj-23426	290	17	stage	stage	NOUN
brj-23426	290	18	,	,	PUNCT
brj-23426	290	19	”	"	PUNCT
brj-23426	290	20	journal	journal	NOUN
brj-23426	290	21	of	of	ADP
brj-23426	290	22	agricultural	agricultural	ADJ
brj-23426	290	23	machinery	machinery	NOUN
brj-23426	290	24	52(5	52(5	NUM
brj-23426	290	25	)	)	PUNCT
brj-23426	290	26	26	26	NUM
brj-23426	290	27	-	-	SYM
brj-23426	290	28	34	34	NUM
brj-23426	290	29	.	.	PUNCT
brj-23426	291	1	doi	doi	NOUN
brj-23426	291	2	:	:	PUNCT
brj-23426	291	3	10.6041	10.6041	NUM
brj-23426	291	4	/	/	SYM
brj-23426	291	5	j.issn.1000	j.issn.1000	PROPN
brj-23426	291	6	-	-	PUNCT
brj-23426	291	7	1298.2021.05.003	1298.2021.05.003	PROPN
brj-23426	291	8	gb	gb	ADP
brj-23426	291	9	1353	1353	NUM
brj-23426	291	10	-	-	SYM
brj-23426	291	11	2018	2018	NUM
brj-23426	291	12	(	(	PUNCT
brj-23426	291	13	2018	2018	NUM
brj-23426	291	14	)	)	PUNCT
brj-23426	291	15	.	.	PUNCT
brj-23426	292	1	“	"	PUNCT
brj-23426	292	2	national	national	ADJ
brj-23426	292	3	standards	standard	NOUN
brj-23426	292	4	of	of	ADP
brj-23426	292	5	the	the	DET
brj-23426	292	6	people	people	NOUN
brj-23426	292	7	's	's	PART
brj-23426	292	8	republic	republic	NOUN
brj-23426	292	9	of	of	ADP
brj-23426	292	10	china	china	PROPN
brj-23426	292	11	,	,	PUNCT
brj-23426	292	12	”	"	PUNCT
brj-23426	292	13	standards	standard	NOUN
brj-23426	292	14	press	press	NOUN
brj-23426	292	15	,	,	PUNCT
brj-23426	292	16	beijing	beijing	PROPN
brj-23426	292	17	,	,	PUNCT
brj-23426	292	18	china	china	PROPN
brj-23426	292	19	.	.	PUNCT
brj-23426	293	1	gu	gu	PROPN
brj-23426	293	2	,	,	PUNCT
brj-23426	293	3	t.	t.	PROPN
brj-23426	293	4	(	(	PUNCT
brj-23426	293	5	2023	2023	NUM
brj-23426	293	6	)	)	PUNCT
brj-23426	293	7	.	.	PUNCT
brj-23426	294	1	research	research	NOUN
brj-23426	294	2	on	on	ADP
brj-23426	294	3	the	the	DET
brj-23426	294	4	intelligent	intelligent	ADJ
brj-23426	294	5	identification	identification	NOUN
brj-23426	294	6	algorithm	algorithm	NOUN
brj-23426	294	7	of	of	ADP
brj-23426	294	8	maize	maize	NOUN
brj-23426	294	9	growth	growth	NOUN
brj-23426	294	10	state	state	NOUN
brj-23426	294	11	,	,	PUNCT
brj-23426	294	12	master	master	NOUN
brj-23426	294	13	’s	’s	PART
brj-23426	294	14	thesis	thesis	NOUN
brj-23426	294	15	,	,	PUNCT
brj-23426	294	16	east	east	PROPN
brj-23426	294	17	china	china	PROPN
brj-23426	294	18	normal	normal	ADJ
brj-23426	294	19	university	university	PROPN
brj-23426	294	20	.	.	PUNCT
brj-23426	295	1	gupta	gupta	PROPN
brj-23426	295	2	,	,	PUNCT
brj-23426	295	3	k.	k.	PROPN
brj-23426	295	4	,	,	PUNCT
brj-23426	295	5	rani	rani	PROPN
brj-23426	295	6	,	,	PUNCT
brj-23426	295	7	r.	r.	PROPN
brj-23426	295	8	,	,	PUNCT
brj-23426	295	9	and	and	CCONJ
brj-23426	295	10	bahia	bahia	PROPN
brj-23426	295	11	,	,	PUNCT
brj-23426	295	12	n.	n.	PROPN
brj-23426	295	13	k.	k.	PROPN
brj-23426	295	14	(	(	PUNCT
brj-23426	295	15	2020	2020	NUM
brj-23426	295	16	)	)	PUNCT
brj-23426	295	17	.	.	PUNCT
brj-23426	296	1	“	"	PUNCT
brj-23426	296	2	plant	plant	NOUN
brj-23426	296	3	-	-	PUNCT
brj-23426	296	4	seedling	seedle	VERB
brj-23426	296	5	classification	classification	NOUN
brj-23426	296	6	using	use	VERB
brj-23426	296	7	transfer	transfer	NOUN
brj-23426	296	8	learning	learning	NOUN
brj-23426	296	9	-	-	PUNCT
brj-23426	296	10	based	base	VERB
brj-23426	296	11	deep	deep	ADJ
brj-23426	296	12	convolutional	convolutional	ADJ
brj-23426	296	13	neural	neural	ADJ
brj-23426	296	14	networks	network	NOUN
brj-23426	296	15	,	,	PUNCT
brj-23426	296	16	”	"	PUNCT
brj-23426	296	17	international	international	ADJ
brj-23426	296	18	journal	journal	NOUN
brj-23426	296	19	of	of	ADP
brj-23426	296	20	agricultural	agricultural	ADJ
brj-23426	296	21	and	and	CCONJ
brj-23426	296	22	environmental	environmental	ADJ
brj-23426	296	23	information	information	NOUN
brj-23426	296	24	systems	system	NOUN
brj-23426	296	25	11(4	11(4	NUM
brj-23426	296	26	)	)	PUNCT
brj-23426	296	27	,	,	PUNCT
brj-23426	296	28	25	25	NUM
brj-23426	296	29	-	-	SYM
brj-23426	296	30	40	40	NUM
brj-23426	296	31	.	.	PUNCT
brj-23426	297	1	doi	doi	NOUN
brj-23426	297	2	:	:	PUNCT
brj-23426	297	3	10.4018	10.4018	NUM
brj-23426	297	4	/	/	SYM
brj-23426	297	5	ijaeis.2020100102	ijaeis.2020100102	PROPN
brj-23426	297	6	huan	huan	PROPN
brj-23426	297	7	,	,	PUNCT
brj-23426	297	8	j.	j.	PROPN
brj-23426	297	9	,	,	PUNCT
brj-23426	297	10	li	li	PROPN
brj-23426	297	11	,	,	PUNCT
brj-23426	297	12	d.	d.	PROPN
brj-23426	297	13	,	,	PUNCT
brj-23426	297	14	du	du	PROPN
brj-23426	297	15	,	,	PUNCT
brj-23426	297	16	y.	y.	PROPN
brj-23426	297	17	,	,	PUNCT
brj-23426	297	18	shen	shen	PROPN
brj-23426	297	19	,	,	PUNCT
brj-23426	297	20	x.	x.	PROPN
brj-23426	297	21	,	,	PUNCT
brj-23426	297	22	zhang	zhang	PROPN
brj-23426	297	23	,	,	PUNCT
brj-23426	297	24	x.	x.	PROPN
brj-23426	297	25	,	,	PUNCT
brj-23426	297	26	qiao	qiao	PROPN
brj-23426	297	27	,	,	PUNCT
brj-23426	297	28	b.	b.	PROPN
brj-23426	297	29	,	,	PUNCT
brj-23426	297	30	he	he	PRON
brj-23426	297	31	,	,	PUNCT
brj-23426	297	32	c.	c.	PROPN
brj-23426	297	33	,	,	PUNCT
brj-23426	297	34	lan	lan	PROPN
brj-23426	297	35	,	,	PUNCT
brj-23426	297	36	x.	x.	NOUN
brj-23426	297	37	,	,	PUNCT
brj-23426	297	38	and	and	CCONJ
brj-23426	297	39	luo	luo	PROPN
brj-23426	297	40	,	,	PUNCT
brj-23426	297	41	s.	s.	PROPN
brj-23426	297	42	(	(	PUNCT
brj-23426	297	43	2023	2023	NUM
brj-23426	297	44	)	)	PUNCT
brj-23426	297	45	.	.	PUNCT
brj-23426	298	1	“	"	PUNCT
brj-23426	298	2	real	real	ADJ
brj-23426	298	3	-	-	PUNCT
brj-23426	298	4	time	time	NOUN
brj-23426	298	5	load	load	NOUN
brj-23426	298	6	mid	mid	ADJ
brj-23426	298	7	-	-	ADJ
brj-23426	298	8	term	term	NOUN
brj-23426	298	9	prediction	prediction	NOUN
brj-23426	298	10	based	base	VERB
brj-23426	298	11	on	on	ADP
brj-23426	298	12	prophet	prophet	NOUN
brj-23426	298	13	algorithm	algorithm	NOUN
brj-23426	298	14	and	and	CCONJ
brj-23426	298	15	blending	blend	VERB
brj-23426	298	16	integrated	integrated	ADJ
brj-23426	298	17	learning	learning	NOUN
brj-23426	298	18	,	,	PUNCT
brj-23426	298	19	”	"	PUNCT
brj-23426	298	20	power	power	NOUN
brj-23426	298	21	automation	automation	NOUN
brj-23426	298	22	equipment	equipment	NOUN
brj-23426	298	23	.	.	PUNCT
brj-23426	299	1	doi	doi	NOUN
brj-23426	299	2	:	:	PUNCT
brj-23426	299	3	10.16081	10.16081	NUM
brj-23426	299	4	/	/	SYM
brj-23426	299	5	j.epae.202308025	j.epae.202308025	PROPN
brj-23426	299	6	huang	huang	PROPN
brj-23426	299	7	,	,	PUNCT
brj-23426	299	8	s.	s.	PROPN
brj-23426	299	9	(	(	PUNCT
brj-23426	299	10	2023	2023	NUM
brj-23426	299	11	)	)	PUNCT
brj-23426	299	12	.	.	PUNCT
brj-23426	300	1	uav	uav	PROPN
brj-23426	300	2	-	-	PUNCT
brj-23426	300	3	based	base	VERB
brj-23426	300	4	image	image	NOUN
brj-23426	300	5	recognition	recognition	NOUN
brj-23426	300	6	of	of	ADP
brj-23426	300	7	maize	maize	NOUN
brj-23426	300	8	growth	growth	NOUN
brj-23426	300	9	period	period	NOUN
brj-23426	300	10	,	,	PUNCT
brj-23426	300	11	master	master	NOUN
brj-23426	300	12	’s	’s	PART
brj-23426	300	13	thesis	thesis	NOUN
brj-23426	300	14	,	,	PUNCT
brj-23426	300	15	jilin	jilin	PROPN
brj-23426	300	16	agricultural	agricultural	PROPN
brj-23426	300	17	university	university	PROPN
brj-23426	300	18	.	.	PUNCT
brj-23426	301	1	ikasari	ikasari	PROPN
brj-23426	301	2	,	,	PUNCT
brj-23426	301	3	i.	i.	PROPN
brj-23426	301	4	h.	h.	PROPN
brj-23426	301	5	,	,	PUNCT
brj-23426	301	6	ayumi	ayumi	PROPN
brj-23426	301	7	,	,	PUNCT
brj-23426	301	8	v.	v.	PROPN
brj-23426	301	9	,	,	PUNCT
brj-23426	301	10	fanany	fanany	NOUN
brj-23426	301	11	,	,	PUNCT
brj-23426	301	12	m.	m.	NOUN
brj-23426	301	13	i.	i.	PROPN
brj-23426	301	14	,	,	PUNCT
brj-23426	301	15	and	and	CCONJ
brj-23426	301	16	mulyono	mulyono	PROPN
brj-23426	301	17	,	,	PUNCT
brj-23426	301	18	s.	s.	PROPN
brj-23426	301	19	(	(	PUNCT
brj-23426	301	20	2016	2016	NUM
brj-23426	301	21	)	)	PUNCT
brj-23426	301	22	.	.	PUNCT
brj-23426	302	1	“	"	PUNCT
brj-23426	302	2	multiple	multiple	ADJ
brj-23426	302	3	regularizations	regularization	NOUN
brj-23426	302	4	deep	deep	ADJ
brj-23426	302	5	learning	learning	NOUN
brj-23426	302	6	for	for	ADP
brj-23426	302	7	paddy	paddy	NOUN
brj-23426	302	8	growth	growth	NOUN
brj-23426	302	9	stages	stage	VERB
brj-23426	302	10	classification	classification	NOUN
brj-23426	302	11	from	from	ADP
brj-23426	302	12	landsat8	landsat8	PROPN
brj-23426	302	13	,	,	PUNCT
brj-23426	302	14	”	"	PUNCT
brj-23426	302	15	international	international	ADJ
brj-23426	302	16	conference	conference	NOUN
brj-23426	302	17	on	on	ADP
brj-23426	302	18	advanced	advanced	ADJ
brj-23426	302	19	computer	computer	NOUN
brj-23426	302	20	science	science	NOUN
brj-23426	302	21	and	and	CCONJ
brj-23426	302	22	information	information	NOUN
brj-23426	302	23	systems	system	NOUN
brj-23426	302	24	(	(	PUNCT
brj-23426	302	25	icacsis	icacsis	NOUN
brj-23426	302	26	)	)	PUNCT
brj-23426	302	27	512	512	NUM
brj-23426	302	28	-	-	SYM
brj-23426	302	29	517	517	NUM
brj-23426	302	30	.	.	PUNCT
brj-23426	303	1	doi	doi	NOUN
brj-23426	303	2	:	:	PUNCT
brj-23426	303	3	10.1109	10.1109	NUM
brj-23426	303	4	/	/	SYM
brj-23426	303	5	icacsis.2016.7872790	icacsis.2016.7872790	NOUN
brj-23426	303	6	lanlan	lanlan	NOUN
brj-23426	303	7	,	,	PUNCT
brj-23426	303	8	f.	f.	PROPN
brj-23426	303	9	,	,	PUNCT
brj-23426	303	10	hao	hao	PROPN
brj-23426	303	11	.	.	PUNCT
brj-23426	303	12	h.	h.	PROPN
brj-23426	303	13	,	,	PUNCT
brj-23426	303	14	heng	heng	PROPN
brj-23426	303	15	,	,	PUNCT
brj-23426	303	16	w.	w.	PROPN
brj-23426	303	17	,	,	PUNCT
brj-23426	303	18	shengcao	shengcao	PROPN
brj-23426	303	19	,	,	PUNCT
brj-23426	303	20	h.	h.	PROPN
brj-23426	303	21	and	and	CCONJ
brj-23426	303	22	du	du	PROPN
brj-23426	303	23	,	,	PUNCT
brj-23426	303	24	c.	c.	PROPN
brj-23426	303	25	(	(	PUNCT
brj-23426	303	26	2022	2022	NUM
brj-23426	303	27	)	)	PUNCT
brj-23426	303	28	.	.	PUNCT
brj-23426	304	1	“	"	PUNCT
brj-23426	304	2	classification	classification	NOUN
brj-23426	304	3	of	of	ADP
brj-23426	304	4	maize	maize	NOUN
brj-23426	304	5	growth	growth	NOUN
brj-23426	304	6	stages	stage	NOUN
brj-23426	304	7	using	use	VERB
brj-23426	304	8	the	the	DET
brj-23426	304	9	swin	swin	PROPN
brj-23426	304	10	transformer	transformer	PROPN
brj-23426	304	11	model	model	NOUN
brj-23426	304	12	,	,	PUNCT
brj-23426	304	13	”	"	PUNCT
brj-23426	304	14	agricultural	agricultural	ADJ
brj-23426	304	15	engineering	engineering	NOUN
brj-23426	304	16	journal	journal	PROPN
brj-23426	304	17	38(14	38(14	PROPN
brj-23426	304	18	)	)	PUNCT
brj-23426	304	19	.	.	PUNCT
brj-23426	305	1	doi	doi	NOUN
brj-23426	305	2	:	:	PUNCT
brj-23426	305	3	10.11975	10.11975	NUM
brj-23426	305	4	/	/	SYM
brj-23426	305	5	j.issn.1002	j.issn.1002	ADJ
brj-23426	305	6	-	-	PUNCT
brj-23426	305	7	6819.2022.14.022	6819.2022.14.022	NOUN
brj-23426	305	8	liang	liang	PROPN
brj-23426	305	9	,	,	PUNCT
brj-23426	305	10	q.	q.	PROPN
brj-23426	305	11	,	,	PUNCT
brj-23426	305	12	zhang	zhang	PROPN
brj-23426	305	13	,	,	PUNCT
brj-23426	305	14	x.	x.	PROPN
brj-23426	305	15	,	,	PUNCT
brj-23426	305	16	ge	ge	PROPN
brj-23426	305	17	,	,	PUNCT
brj-23426	305	18	y.	y.	PROPN
brj-23426	305	19	,	,	PUNCT
brj-23426	305	20	and	and	CCONJ
brj-23426	305	21	chi	chi	PROPN
brj-23426	305	22	,	,	PUNCT
brj-23426	305	23	j.	j.	PROPN
brj-23426	305	24	(	(	PUNCT
brj-23426	305	25	2023	2023	NUM
brj-23426	305	26	)	)	PUNCT
brj-23426	305	27	.	.	PUNCT
brj-23426	306	1	“	"	PUNCT
brj-23426	306	2	i	i	PRON
brj-23426	306	3	quantitative	quantitative	ADJ
brj-23426	306	4	seed	seed	NOUN
brj-23426	306	5	supply	supply	NOUN
brj-23426	306	6	prediction	prediction	NOUN
brj-23426	306	7	model	model	NOUN
brj-23426	306	8	of	of	ADP
brj-23426	306	9	super	super	ADJ
brj-23426	306	10	rice	rice	NOUN
brj-23426	306	11	,	,	PUNCT
brj-23426	306	12	”	"	PUNCT
brj-23426	306	13	china	china	PROPN
brj-23426	306	14	agricultural	agricultural	ADJ
brj-23426	306	15	machinery	machinery	NOUN
brj-23426	306	16	chemistry	chemistry	NOUN
brj-23426	306	17	journal	journal	NOUN
brj-23426	306	18	44(8	44(8	PROPN
brj-23426	306	19	)	)	PUNCT
brj-23426	306	20	,	,	PUNCT
brj-23426	306	21	148154	148154	NUM
brj-23426	306	22	.	.	PUNCT
brj-23426	307	1	li	li	PROPN
brj-23426	307	2	,	,	PUNCT
brj-23426	307	3	y.	y.	PROPN
brj-23426	307	4	(	(	PUNCT
brj-23426	307	5	2021	2021	NUM
brj-23426	307	6	)	)	PUNCT
brj-23426	307	7	.	.	PUNCT
brj-23426	308	1	research	research	NOUN
brj-23426	308	2	on	on	ADP
brj-23426	308	3	classification	classification	NOUN
brj-23426	308	4	and	and	CCONJ
brj-23426	308	5	recognition	recognition	NOUN
brj-23426	308	6	of	of	ADP
brj-23426	308	7	growing	grow	VERB
brj-23426	308	8	period	period	NOUN
brj-23426	308	9	of	of	ADP
brj-23426	308	10	winter	winter	NOUN
brj-23426	308	11	wheat	wheat	NOUN
brj-23426	308	12	in	in	ADP
brj-23426	308	13	central	central	ADJ
brj-23426	308	14	china	china	PROPN
brj-23426	308	15	plain	plain	PROPN
brj-23426	308	16	based	base	VERB
brj-23426	308	17	on	on	ADP
brj-23426	308	18	deep	deep	ADJ
brj-23426	308	19	feature	feature	NOUN
brj-23426	308	20	learning	learning	NOUN
brj-23426	308	21	and	and	CCONJ
brj-23426	308	22	multi	multi	ADJ
brj-23426	308	23	-	-	ADJ
brj-23426	308	24	level	level	ADJ
brj-23426	308	25	rcnn	rcnn	NOUN
brj-23426	308	26	,	,	PUNCT
brj-23426	308	27	master	master	NOUN
brj-23426	308	28	’s	’s	PART
brj-23426	308	29	thesis	thesis	NOUN
brj-23426	308	30	,	,	PUNCT
brj-23426	308	31	north	north	PROPN
brj-23426	308	32	china	china	PROPN
brj-23426	308	33	university	university	PROPN
brj-23426	308	34	of	of	ADP
brj-23426	308	35	water	water	NOUN
brj-23426	308	36	resources	resource	NOUN
brj-23426	308	37	and	and	CCONJ
brj-23426	308	38	electric	electric	ADJ
brj-23426	308	39	power	power	NOUN
brj-23426	308	40	.	.	PUNCT
brj-23426	309	1	doi	doi	NOUN
brj-23426	309	2	:	:	PUNCT
brj-23426	309	3	10.27144	10.27144	NUM
brj-23426	309	4	/	/	SYM
brj-23426	309	5	d.cnki.ghbsc.2021.000388	d.cnki.ghbsc.2021.000388	VERB
brj-23426	309	6	liu	liu	PROPN
brj-23426	309	7	,	,	PUNCT
brj-23426	309	8	r.	r.	PROPN
brj-23426	309	9	,	,	PUNCT
brj-23426	309	10	li	li	PROPN
brj-23426	309	11	,	,	PUNCT
brj-23426	309	12	y.	y.	PROPN
brj-23426	309	13	,	,	PUNCT
brj-23426	309	14	liu	liu	PROPN
brj-23426	309	15	,	,	PUNCT
brj-23426	309	16	z.	z.	PROPN
brj-23426	309	17	,	,	PUNCT
brj-23426	309	18	liu	liu	PROPN
brj-23426	309	19	,	,	PUNCT
brj-23426	309	20	l.	l.	PROPN
brj-23426	309	21	,	,	PUNCT
brj-23426	309	22	and	and	CCONJ
brj-23426	309	23	lu	lu	PROPN
brj-23426	309	24	,	,	PUNCT
brj-23426	309	25	h.	h.	PROPN
brj-23426	309	26	(	(	PUNCT
brj-23426	309	27	2021	2021	NUM
brj-23426	309	28	)	)	PUNCT
brj-23426	309	29	.	.	PUNCT
brj-23426	310	1	“	"	PUNCT
brj-23426	310	2	analysis	analysis	NOUN
brj-23426	310	3	and	and	CCONJ
brj-23426	310	4	calibration	calibration	NOUN
brj-23426	310	5	of	of	ADP
brj-23426	310	6	discrete	discrete	ADJ
brj-23426	310	7	element	element	NOUN
brj-23426	310	8	parameter	parameter	NOUN
brj-23426	310	9	of	of	ADP
brj-23426	310	10	coated	coated	ADJ
brj-23426	310	11	maize	maize	NOUN
brj-23426	310	12	seed	seed	NOUN
brj-23426	310	13	,	,	PUNCT
brj-23426	310	14	”	"	PUNCT
brj-23426	310	15	transactions	transaction	NOUN
brj-23426	310	16	of	of	ADP
brj-23426	310	17	the	the	DET
brj-23426	310	18	chinese	chinese	ADJ
brj-23426	310	19	society	society	NOUN
brj-23426	310	20	for	for	ADP
brj-23426	310	21	agricultural	agricultural	ADJ
brj-23426	310	22	machinery	machinery	NOUN
brj-23426	310	23	52	52	NUM
brj-23426	310	24	,	,	PUNCT
brj-23426	310	25	1	1	NUM
brj-23426	310	26	-	-	SYM
brj-23426	310	27	8	8	NUM
brj-23426	310	28	.	.	PUNCT
brj-23426	311	1	doi	doi	NOUN
brj-23426	311	2	:	:	PUNCT
brj-23426	311	3	10.6041	10.6041	NUM
brj-23426	311	4	/	/	SYM
brj-23426	311	5	j.issn.1000	j.issn.1000	PROPN
brj-23426	311	6	-	-	PUNCT
brj-23426	311	7	1298.2021.s0.001	1298.2021.s0.001	NUM
brj-23426	311	8	ma	ma	PROPN
brj-23426	311	9	,	,	PUNCT
brj-23426	311	10	h.	h.	PROPN
brj-23426	311	11	,	,	PUNCT
brj-23426	311	12	dong	dong	PROPN
brj-23426	311	13	,	,	PUNCT
brj-23426	311	14	k.	k.	PROPN
brj-23426	311	15	,	,	PUNCT
brj-23426	311	16	wang	wang	PROPN
brj-23426	311	17	,	,	PUNCT
brj-23426	311	18	y.	y.	PROPN
brj-23426	311	19	,	,	PUNCT
brj-23426	311	20	wei	wei	PROPN
brj-23426	311	21	,	,	PUNCT
brj-23426	311	22	s.	s.	PROPN
brj-23426	311	23	,	,	PUNCT
brj-23426	311	24	huang	huang	PROPN
brj-23426	311	25	,	,	PUNCT
brj-23426	311	26	w.	w.	PROPN
brj-23426	311	27	,	,	PUNCT
brj-23426	311	28	and	and	CCONJ
brj-23426	311	29	gou	gou	PROPN
brj-23426	311	30	,	,	PUNCT
brj-23426	311	31	j.	j.	PROPN
brj-23426	311	32	(	(	PUNCT
brj-23426	311	33	2023	2023	NUM
brj-23426	311	34	)	)	PUNCT
brj-23426	311	35	.	.	PUNCT
brj-23426	312	1	“	"	PUNCT
brj-23426	312	2	lightweight	lightweight	ADJ
brj-23426	312	3	plant	plant	NOUN
brj-23426	312	4	recognition	recognition	NOUN
brj-23426	312	5	model	model	NOUN
brj-23426	312	6	study	study	NOUN
brj-23426	312	7	based	base	VERB
brj-23426	312	8	on	on	ADP
brj-23426	312	9	improved	improved	ADJ
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brj-23426	312	11	v5s	v5s	PROPN
brj-23426	312	12	,	,	PUNCT
brj-23426	312	13	”	"	PUNCT
brj-23426	312	14	journal	journal	NOUN
brj-23426	312	15	of	of	ADP
brj-23426	312	16	agricultural	agricultural	ADJ
brj-23426	312	17	machinery	machinery	NOUN
brj-23426	312	18	54(8	54(8	NUM
brj-23426	312	19	)	)	PUNCT
brj-23426	312	20	,	,	PUNCT
brj-23426	312	21	267	267	NUM
brj-23426	312	22	-	-	SYM
brj-23426	312	23	276	276	NUM
brj-23426	312	24	.	.	PUNCT
brj-23426	313	1	doi	doi	NOUN
brj-23426	313	2	:	:	PUNCT
brj-23426	313	3	10.6041	10.6041	NUM
brj-23426	313	4	/	/	SYM
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brj-23426	313	6	-	-	PUNCT
brj-23426	313	7	1298.2023.08.026	1298.2023.08.026	PROPN
brj-23426	313	8	pan	pan	PROPN
brj-23426	313	9	,	,	PUNCT
brj-23426	313	10	g.	g.	PROPN
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brj-23426	313	12	2022	2022	NUM
brj-23426	313	13	)	)	PUNCT
brj-23426	313	14	.	.	PUNCT
brj-23426	314	1	research	research	NOUN
brj-23426	314	2	on	on	ADP
brj-23426	314	3	wood	wood	NOUN
brj-23426	314	4	tree	tree	NOUN
brj-23426	314	5	species	specie	NOUN
brj-23426	314	6	identification	identification	NOUN
brj-23426	314	7	based	base	VERB
brj-23426	314	8	on	on	ADP
brj-23426	314	9	lightweight	lightweight	ADJ
brj-23426	314	10	convolutional	convolutional	ADJ
brj-23426	314	11	neural	neural	ADJ
brj-23426	314	12	network	network	NOUN
brj-23426	314	13	,	,	PUNCT
brj-23426	314	14	master	master	NOUN
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brj-23426	314	16	thesis	thesis	NOUN
brj-23426	314	17	,	,	PUNCT
brj-23426	314	18	fujian	fujian	ADJ
brj-23426	314	19	agriculture	agriculture	PROPN
brj-23426	314	20	and	and	CCONJ
brj-23426	314	21	forestry	forestry	NOUN
brj-23426	314	22	university	university	PROPN
brj-23426	314	23	.	.	PUNCT
brj-23426	315	1	doi	doi	NOUN
brj-23426	315	2	:	:	PUNCT
brj-23426	315	3	10.27018	10.27018	NUM
brj-23426	315	4	/	/	SYM
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brj-23426	315	6	wang	wang	PROPN
brj-23426	315	7	,	,	PUNCT
brj-23426	315	8	d.	d.	PROPN
brj-23426	315	9	,	,	PUNCT
brj-23426	315	10	and	and	CCONJ
brj-23426	315	11	wang	wang	PROPN
brj-23426	315	12	,	,	PUNCT
brj-23426	315	13	j.	j.	PROPN
brj-23426	315	14	(	(	PUNCT
brj-23426	315	15	2021	2021	NUM
brj-23426	315	16	)	)	PUNCT
brj-23426	315	17	.	.	PUNCT
brj-23426	316	1	“	"	PUNCT
brj-23426	316	2	crop	crop	NOUN
brj-23426	316	3	disease	disease	NOUN
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brj-23426	316	5	with	with	ADP
brj-23426	316	6	transfer	transfer	NOUN
brj-23426	316	7	learning	learning	NOUN
brj-23426	316	8	and	and	CCONJ
brj-23426	316	9	residual	residual	ADJ
brj-23426	316	10	networks	network	NOUN
brj-23426	316	11	,	,	PUNCT
brj-23426	316	12	”	"	PUNCT
brj-23426	316	13	journal	journal	NOUN
brj-23426	316	14	of	of	ADP
brj-23426	316	15	agricultural	agricultural	ADJ
brj-23426	316	16	engineering	engineering	NOUN
brj-23426	316	17	37(4	37(4	PROPN
brj-23426	316	18	)	)	PUNCT
brj-23426	316	19	,	,	PUNCT
brj-23426	316	20	199	199	NUM
brj-23426	316	21	-	-	SYM
brj-23426	316	22	207	207	NUM
brj-23426	316	23	.	.	PUNCT
brj-23426	317	1	doi	doi	NOUN
brj-23426	317	2	:	:	PUNCT
brj-23426	317	3	10.11975	10.11975	NUM
brj-23426	317	4	/	/	SYM
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brj-23426	317	6	-	-	PUNCT
brj-23426	317	7	6819.2021.4.024	6819.2021.4.024	NOUN
brj-23426	317	8	xiong	xiong	PROPN
brj-23426	317	9	,	,	PUNCT
brj-23426	317	10	j.	j.	PROPN
brj-23426	317	11	,	,	PUNCT
brj-23426	317	12	dai	dai	PROPN
brj-23426	317	13	,	,	PUNCT
brj-23426	317	14	s.	s.	PROPN
brj-23426	317	15	,	,	PUNCT
brj-23426	317	16	district	district	PROPN
brj-23426	317	17	,	,	PUNCT
brj-23426	317	18	j.	j.	PROPN
brj-23426	317	19	,	,	PUNCT
brj-23426	317	20	lin	lin	PROPN
brj-23426	317	21	,	,	PUNCT
brj-23426	317	22	x.	x.	PROPN
brj-23426	317	23	,	,	PUNCT
brj-23426	317	24	huang	huang	PROPN
brj-23426	317	25	,	,	PUNCT
brj-23426	317	26	q.	q.	PROPN
brj-23426	317	27	,	,	PUNCT
brj-23426	317	28	and	and	CCONJ
brj-23426	317	29	yang	yang	PROPN
brj-23426	317	30	,	,	PUNCT
brj-23426	317	31	z.	z.	PROPN
brj-23426	317	32	(	(	PUNCT
brj-23426	317	33	2020	2020	NUM
brj-23426	317	34	)	)	PUNCT
brj-23426	317	35	.	.	PUNCT
brj-23426	318	1	“	"	PUNCT
brj-23426	318	2	leaf	leaf	NOUN
brj-23426	318	3	deficiency	deficiency	NOUN
brj-23426	318	4	symptoms	symptom	NOUN
brj-23426	318	5	detection	detection	NOUN
brj-23426	318	6	method	method	NOUN
brj-23426	318	7	of	of	ADP
brj-23426	318	8	soybean	soybean	NOUN
brj-23426	318	9	based	base	VERB
brj-23426	318	10	on	on	ADP
brj-23426	318	11	deep	deep	ADJ
brj-23426	318	12	learning	learning	NOUN
brj-23426	318	13	,	,	PUNCT
brj-23426	318	14	”	"	PUNCT
brj-23426	318	15	journal	journal	NOUN
brj-23426	318	16	of	of	ADP
brj-23426	318	17	agricultural	agricultural	ADJ
brj-23426	318	18	machinery	machinery	NOUN
brj-23426	318	19	51(1	51(1	NUM
brj-23426	318	20	)	)	PUNCT
brj-23426	318	21	,	,	PUNCT
brj-23426	318	22	195	195	NUM
brj-23426	318	23	-	-	SYM
brj-23426	318	24	202	202	NUM
brj-23426	318	25	.	.	PUNCT
brj-23426	319	1	doi	doi	NOUN
brj-23426	319	2	:	:	PUNCT
brj-23426	319	3	10.6041	10.6041	NUM
brj-23426	319	4	/	/	SYM
brj-23426	319	5	j.issn.1000	j.issn.1000	PROPN
brj-23426	319	6	-	-	PUNCT
brj-23426	319	7	1298.2020.01.021	1298.2020.01.021	NUM
brj-23426	319	8	peer	peer	NOUN
brj-23426	319	9	-	-	PUNCT
brj-23426	319	10	reviewed	review	VERB
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brj-23426	319	13	liang	liang	PROPN
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brj-23426	320	1	(	(	PUNCT
brj-23426	320	2	2024	2024	NUM
brj-23426	320	3	)	)	PUNCT
brj-23426	320	4	.	.	PUNCT
brj-23426	321	1	“	"	PUNCT
brj-23426	321	2	maize	maize	VERB
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brj-23426	321	4	tracking	tracking	NOUN
brj-23426	321	5	,	,	PUNCT
brj-23426	321	6	”	"	PUNCT
brj-23426	321	7	bioresources	bioresource	NOUN
brj-23426	321	8	19(3	19(3	NUM
brj-23426	321	9	)	)	PUNCT
brj-23426	321	10	,	,	PUNCT
brj-23426	321	11	5450	5450	NUM
brj-23426	321	12	-	-	SYM
brj-23426	321	13	5466	5466	NUM
brj-23426	321	14	.	.	PUNCT
brj-23426	321	15	5466	5466	NUM
brj-23426	321	16	xu	xu	PROPN
brj-23426	321	17	,	,	PUNCT
brj-23426	321	18	j.	j.	PROPN
brj-23426	321	19	,	,	PUNCT
brj-23426	321	20	shao	shao	PROPN
brj-23426	321	21	,	,	PUNCT
brj-23426	321	22	m.	m.	NOUN
brj-23426	321	23	,	,	PUNCT
brj-23426	321	24	wang	wang	PROPN
brj-23426	321	25	,	,	PUNCT
brj-23426	321	26	y.	y.	PROPN
brj-23426	321	27	,	,	PUNCT
brj-23426	321	28	and	and	CCONJ
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brj-23426	321	30	,	,	PUNCT
brj-23426	321	31	w.	w.	PROPN
brj-23426	321	32	(	(	PUNCT
brj-23426	321	33	2020	2020	NUM
brj-23426	321	34	)	)	PUNCT
brj-23426	321	35	.	.	PUNCT
brj-23426	322	1	“	"	PUNCT
brj-23426	322	2	recognition	recognition	NOUN
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brj-23426	322	4	corn	corn	NOUN
brj-23426	322	5	leaf	leaf	NOUN
brj-23426	322	6	spot	spot	NOUN
brj-23426	322	7	and	and	CCONJ
brj-23426	322	8	rust	rust	NOUN
brj-23426	322	9	based	base	VERB
brj-23426	322	10	on	on	ADP
brj-23426	322	11	transfer	transfer	NOUN
brj-23426	322	12	learning	learning	NOUN
brj-23426	322	13	with	with	ADP
brj-23426	322	14	convolutional	convolutional	ADJ
brj-23426	322	15	neural	neural	ADJ
brj-23426	322	16	network	network	NOUN
brj-23426	322	17	,	,	PUNCT
brj-23426	322	18	”	"	PUNCT
brj-23426	322	19	journal	journal	NOUN
brj-23426	322	20	of	of	ADP
brj-23426	322	21	agricultural	agricultural	ADJ
brj-23426	322	22	machinery	machinery	NOUN
brj-23426	322	23	51(2	51(2	NUM
brj-23426	322	24	)	)	PUNCT
brj-23426	322	25	,	,	PUNCT
brj-23426	322	26	230	230	NUM
brj-23426	322	27	-	-	SYM
brj-23426	322	28	236	236	NUM
brj-23426	322	29	.	.	PUNCT
brj-23426	323	1	doi	doi	NOUN
brj-23426	323	2	:	:	PUNCT
brj-23426	323	3	10.6041	10.6041	NUM
brj-23426	323	4	/	/	SYM
brj-23426	323	5	j.issn.1000	j.issn.1000	PROPN
brj-23426	323	6	-	-	PUNCT
brj-23426	323	7	1298.2020.02.025	1298.2020.02.025	PROPN
brj-23426	323	8	xu	xu	PROPN
brj-23426	323	9	,	,	PUNCT
brj-23426	323	10	j.	j.	PROPN
brj-23426	323	11	,	,	PUNCT
brj-23426	323	12	wang	wang	PROPN
brj-23426	323	13	,	,	PUNCT
brj-23426	323	14	j.	j.	PROPN
brj-23426	323	15	,	,	PUNCT
brj-23426	323	16	xu	xu	PROPN
brj-23426	323	17	,	,	PUNCT
brj-23426	323	18	xi	xi	PROPN
brj-23426	323	19	.	.	PROPN
brj-23426	323	20	,	,	PUNCT
brj-23426	323	21	and	and	CCONJ
brj-23426	323	22	ju	ju	PROPN
brj-23426	323	23	,	,	PUNCT
brj-23426	323	24	s.	s.	PROPN
brj-23426	323	25	(	(	PUNCT
brj-23426	323	26	2021	2021	NUM
brj-23426	323	27	)	)	PUNCT
brj-23426	323	28	.	.	PUNCT
brj-23426	324	1	“	"	PUNCT
brj-23426	324	2	image	image	NOUN
brj-23426	324	3	recognition	recognition	NOUN
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brj-23426	324	5	different	different	ADJ
brj-23426	324	6	developmental	developmental	ADJ
brj-23426	324	7	stages	stage	NOUN
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brj-23426	324	11	radam	radam	ADJ
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brj-23426	324	13	convolutional	convolutional	ADJ
brj-23426	324	14	neural	neural	ADJ
brj-23426	324	15	networks	network	NOUN
brj-23426	324	16	,	,	PUNCT
brj-23426	324	17	”	"	PUNCT
brj-23426	324	18	journal	journal	NOUN
brj-23426	324	19	of	of	ADP
brj-23426	324	20	agricultural	agricultural	ADJ
brj-23426	324	21	engineering	engineering	NOUN
brj-23426	324	22	37(8	37(8	NUM
brj-23426	324	23	)	)	PUNCT
brj-23426	324	24	,	,	PUNCT
brj-23426	324	25	143	143	NUM
brj-23426	324	26	-	-	SYM
brj-23426	324	27	150	150	NUM
brj-23426	324	28	.	.	PUNCT
brj-23426	325	1	doi	doi	NOUN
brj-23426	325	2	:	:	PUNCT
brj-23426	325	3	10.11975	10.11975	NUM
brj-23426	325	4	/	/	SYM
brj-23426	325	5	j.issn.10026819.2021.08.016	j.issn.10026819.2021.08.016	PROPN
brj-23426	325	6	zhang	zhang	PROPN
brj-23426	325	7	,	,	PUNCT
brj-23426	325	8	y.	y.	PROPN
brj-23426	325	9	,	,	PUNCT
brj-23426	325	10	liu	liu	PROPN
brj-23426	325	11	,	,	PUNCT
brj-23426	325	12	r.	r.	PROPN
brj-23426	325	13	,	,	PUNCT
brj-23426	325	14	liu	liu	PROPN
brj-23426	325	15	,	,	PUNCT
brj-23426	325	16	m.	m.	NOUN
brj-23426	325	17	,	,	PUNCT
brj-23426	325	18	and	and	CCONJ
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brj-23426	325	20	,	,	PUNCT
brj-23426	325	21	y.	y.	PROPN
brj-23426	325	22	(	(	PUNCT
brj-23426	325	23	2018	2018	NUM
brj-23426	325	24	)	)	PUNCT
brj-23426	325	25	.	.	PUNCT
brj-23426	326	1	“	"	PUNCT
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brj-23426	326	4	period	period	NOUN
brj-23426	326	5	recognition	recognition	NOUN
brj-23426	326	6	based	base	VERB
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brj-23426	326	11	,	,	PUNCT
brj-23426	326	12	”	"	PUNCT
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brj-23426	326	16	41(16	41(16	PROPN
brj-23426	326	17	)	)	PUNCT
brj-23426	326	18	,	,	PUNCT
brj-23426	326	19	7984	7984	NUM
brj-23426	326	20	.	.	PUNCT
brj-23426	327	1	doi	doi	NOUN
brj-23426	327	2	:	:	PUNCT
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brj-23426	327	7	,	,	PUNCT
brj-23426	327	8	j.	j.	PROPN
brj-23426	327	9	,	,	PUNCT
brj-23426	327	10	and	and	CCONJ
brj-23426	327	11	li	li	PROPN
brj-23426	327	12	,	,	PUNCT
brj-23426	327	13	j.	j.	PROPN
brj-23426	327	14	(	(	PUNCT
brj-23426	327	15	2019	2019	NUM
brj-23426	327	16	)	)	PUNCT
brj-23426	327	17	.	.	PUNCT
brj-23426	328	1	“	"	PUNCT
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brj-23426	328	7	injector	injector	NOUN
brj-23426	328	8	fertilizer	fertilizer	NOUN
brj-23426	328	9	performance	performance	NOUN
brj-23426	328	10	in	in	ADP
brj-23426	328	11	low	low	ADJ
brj-23426	328	12	-	-	PUNCT
brj-23426	328	13	pressure	pressure	NOUN
brj-23426	328	14	irrigation	irrigation	NOUN
brj-23426	328	15	system	system	NOUN
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brj-23426	328	17	”	"	PUNCT
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brj-23426	328	21	mechanization	mechanization	NOUN
brj-23426	328	22	research	research	NOUN
brj-23426	328	23	41(2	41(2	NUM
brj-23426	328	24	)	)	PUNCT
brj-23426	328	25	,	,	PUNCT
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brj-23426	328	27	-	-	SYM
brj-23426	328	28	186	186	NUM
brj-23426	328	29	.	.	PUNCT
brj-23426	329	1	doi	doi	NOUN
brj-23426	329	2	:	:	PUNCT
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brj-23426	329	4	/	/	SYM
brj-23426	329	5	j.cnki.njyi.2019.02.034	j.cnki.njyi.2019.02.034	NOUN
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brj-23426	329	7	,	,	PUNCT
brj-23426	329	8	c.	c.	PROPN
brj-23426	329	9	,	,	PUNCT
brj-23426	329	10	wen	wen	PROPN
brj-23426	329	11	,	,	PUNCT
brj-23426	329	12	c.	c.	PROPN
brj-23426	329	13	,	,	PUNCT
brj-23426	329	14	lin	lin	PROPN
brj-23426	329	15	,	,	PUNCT
brj-23426	329	16	s.	s.	PROPN
brj-23426	329	17	,	,	PUNCT
brj-23426	329	18	guo	guo	PROPN
brj-23426	329	19	,	,	PUNCT
brj-23426	329	20	w.	w.	PROPN
brj-23426	329	21	,	,	PUNCT
brj-23426	329	22	and	and	CCONJ
brj-23426	329	23	long	long	ADV
brj-23426	329	24	,	,	PUNCT
brj-23426	329	25	j.	j.	PROPN
brj-23426	329	26	(	(	PUNCT
brj-23426	329	27	2020	2020	NUM
brj-23426	329	28	)	)	PUNCT
brj-23426	329	29	.	.	PUNCT
brj-23426	330	1	tomato	tomato	NOUN
brj-23426	330	2	florescence	florescence	NOUN
brj-23426	330	3	recognition	recognition	NOUN
brj-23426	330	4	and	and	CCONJ
brj-23426	330	5	detection	detection	NOUN
brj-23426	330	6	method	method	NOUN
brj-23426	330	7	based	base	VERB
brj-23426	330	8	on	on	ADP
brj-23426	330	9	the	the	DET
brj-23426	330	10	cascaded	cascade	VERB
brj-23426	330	11	neural	neural	ADJ
brj-23426	330	12	network	network	NOUN
brj-23426	330	13	,	,	PUNCT
brj-23426	330	14	”	"	PUNCT
brj-23426	330	15	journal	journal	NOUN
brj-23426	330	16	of	of	ADP
brj-23426	330	17	agricultural	agricultural	ADJ
brj-23426	330	18	engineering	engineering	NOUN
brj-23426	330	19	36(24	36(24	NUM
brj-23426	330	20	)	)	PUNCT
brj-23426	330	21	,	,	PUNCT
brj-23426	330	22	143	143	NUM
brj-23426	330	23	-	-	SYM
brj-23426	330	24	152	152	NUM
brj-23426	330	25	.	.	PUNCT
brj-23426	331	1	doi	doi	NOUN
brj-23426	331	2	:	:	PUNCT
brj-23426	331	3	10.11975	10.11975	NUM
brj-23426	331	4	/	/	SYM
brj-23426	331	5	j.issn.1002	j.issn.1002	ADV
brj-23426	331	6	-	-	PUNCT
brj-23426	331	7	6819.2020.24.017	6819.2020.24.017	NUM
brj-23426	331	8	zhao	zhao	PROPN
brj-23426	331	9	,	,	PUNCT
brj-23426	331	10	l.	l.	PROPN
brj-23426	331	11	,	,	PUNCT
brj-23426	331	12	hou	hou	PROPN
brj-23426	331	13	,	,	PUNCT
brj-23426	331	14	f.	f.	PROPN
brj-23426	331	15	,	,	PUNCT
brj-23426	331	16	lu	lu	PROPN
brj-23426	331	17	,	,	PUNCT
brj-23426	331	18	z.	z.	PROPN
brj-23426	331	19	,	,	PUNCT
brj-23426	331	20	zhu	zhu	PROPN
brj-23426	331	21	,	,	PUNCT
brj-23426	331	22	h.	h.	PROPN
brj-23426	331	23	,	,	PUNCT
brj-23426	331	24	and	and	CCONJ
brj-23426	331	25	ding	ding	NOUN
brj-23426	331	26	,	,	PUNCT
brj-23426	331	27	x.	x.	NOUN
brj-23426	331	28	(	(	PUNCT
brj-23426	331	29	2020	2020	NUM
brj-23426	331	30	)	)	PUNCT
brj-23426	331	31	.	.	PUNCT
brj-23426	332	1	“	"	PUNCT
brj-23426	332	2	image	image	NOUN
brj-23426	332	3	recognition	recognition	NOUN
brj-23426	332	4	of	of	ADP
brj-23426	332	5	cotton	cotton	NOUN
brj-23426	332	6	leaf	leaf	NOUN
brj-23426	332	7	diseases	disease	NOUN
brj-23426	332	8	and	and	CCONJ
brj-23426	332	9	pests	pest	NOUN
brj-23426	332	10	based	base	VERB
brj-23426	332	11	on	on	ADP
brj-23426	332	12	transfer	transfer	NOUN
brj-23426	332	13	learning	learning	NOUN
brj-23426	332	14	,	,	PUNCT
brj-23426	332	15	”	"	PUNCT
brj-23426	332	16	journal	journal	NOUN
brj-23426	332	17	of	of	ADP
brj-23426	332	18	agricultural	agricultural	ADJ
brj-23426	332	19	engineering	engineering	NOUN
brj-23426	332	20	36(7	36(7	NOUN
brj-23426	332	21	)	)	PUNCT
brj-23426	332	22	,	,	PUNCT
brj-23426	332	23	184	184	NUM
brj-23426	332	24	-	-	SYM
brj-23426	332	25	191	191	NUM
brj-23426	332	26	.	.	PUNCT
brj-23426	333	1	doi	doi	NOUN
brj-23426	333	2	:	:	PUNCT
brj-23426	333	3	10.11975	10.11975	NUM
brj-23426	333	4	/	/	SYM
brj-23426	333	5	j.issn.1002	j.issn.1002	ADV
brj-23426	333	6	-	-	PUNCT
brj-23426	333	7	6819.2020.07.021	6819.2020.07.021	PROPN
brj-23426	333	8	zheng	zheng	PROPN
brj-23426	333	9	,	,	PUNCT
brj-23426	333	10	g.	g.	PROPN
brj-23426	333	11	,	,	PUNCT
brj-23426	333	12	wei	wei	PROPN
brj-23426	333	13	,	,	PUNCT
brj-23426	333	14	j.	j.	PROPN
brj-23426	333	15	,	,	PUNCT
brj-23426	333	16	ren	ren	PROPN
brj-23426	333	17	,	,	PUNCT
brj-23426	333	18	y.	y.	PROPN
brj-23426	333	19	,	,	PUNCT
brj-23426	333	20	liu	liu	PROPN
brj-23426	333	21	,	,	PUNCT
brj-23426	333	22	h.	h.	PROPN
brj-23426	333	23	,	,	PUNCT
brj-23426	333	24	and	and	CCONJ
brj-23426	333	25	xi	xi	PROPN
brj-23426	333	26	,	,	PUNCT
brj-23426	333	27	l.	l.	PROPN
brj-23426	333	28	(	(	PUNCT
brj-23426	333	29	2022	2022	NUM
brj-23426	333	30	)	)	PUNCT
brj-23426	333	31	.	.	PUNCT
brj-23426	334	1	“	"	PUNCT
brj-23426	334	2	study	study	VERB
brj-23426	334	3	on	on	ADP
brj-23426	334	4	lightweight	lightweight	ADJ
brj-23426	334	5	wheat	wheat	NOUN
brj-23426	334	6	growth	growth	NOUN
brj-23426	334	7	process	process	NOUN
brj-23426	334	8	monitoring	monitoring	NOUN
brj-23426	334	9	model	model	NOUN
brj-23426	334	10	based	base	VERB
brj-23426	334	11	on	on	ADP
brj-23426	334	12	depth	depth	NOUN
brj-23426	334	13	separability	separability	NOUN
brj-23426	334	14	convolution	convolution	NOUN
brj-23426	334	15	and	and	CCONJ
brj-23426	334	16	dilated	dilated	ADJ
brj-23426	334	17	convolution	convolution	NOUN
brj-23426	334	18	,	,	PUNCT
brj-23426	334	19	”	"	PUNCT
brj-23426	334	20	jiangsu	jiangsu	PROPN
brj-23426	334	21	agricultural	agricultural	ADJ
brj-23426	334	22	science	science	NOUN
brj-23426	334	23	50(20	50(20	NUM
brj-23426	334	24	)	)	PUNCT
brj-23426	334	25	,	,	PUNCT
brj-23426	334	26	226	226	NUM
brj-23426	334	27	-	-	SYM
brj-23426	334	28	232	232	NUM
brj-23426	334	29	.	.	PUNCT
brj-23426	335	1	doi	doi	NOUN
brj-23426	335	2	:	:	PUNCT
brj-23426	335	3	10.15889	10.15889	NUM
brj-23426	335	4	/	/	SYM
brj-23426	335	5	j.issn.1002	j.issn.1002	ADV
brj-23426	335	6	-	-	PUNCT
brj-23426	335	7	1302.2022.20.034	1302.2022.20.034	NUM
brj-23426	335	8	article	article	NOUN
brj-23426	335	9	submitted	submit	VERB
brj-23426	335	10	:	:	PUNCT
brj-23426	335	11	march	march	PROPN
brj-23426	335	12	11	11	NUM
brj-23426	335	13	,	,	PUNCT
brj-23426	335	14	2024	2024	NUM
brj-23426	335	15	;	;	PUNCT
brj-23426	335	16	peer	peer	NOUN
brj-23426	335	17	review	review	NOUN
brj-23426	335	18	completed	complete	VERB
brj-23426	335	19	:	:	PUNCT
brj-23426	335	20	may	may	AUX
brj-23426	335	21	19	19	NUM
brj-23426	335	22	,	,	PUNCT
brj-23426	335	23	2024	2024	NUM
brj-23426	335	24	;	;	PUNCT
brj-23426	335	25	revised	revise	VERB
brj-23426	335	26	version	version	NOUN
brj-23426	335	27	received	receive	VERB
brj-23426	335	28	:	:	PUNCT
brj-23426	335	29	june	june	PROPN
brj-23426	335	30	12	12	NUM
brj-23426	335	31	,	,	PUNCT
brj-23426	335	32	2024	2024	NUM
brj-23426	335	33	;	;	PUNCT
brj-23426	335	34	accepted	accept	VERB
brj-23426	335	35	:	:	PUNCT
brj-23426	335	36	june	june	PROPN
brj-23426	335	37	13	13	NUM
brj-23426	335	38	,	,	PUNCT
brj-23426	335	39	2024	2024	NUM
brj-23426	335	40	;	;	PUNCT
brj-23426	335	41	published	publish	VERB
brj-23426	335	42	:	:	PUNCT
brj-23426	335	43	june	june	PROPN
brj-23426	335	44	26	26	NUM
brj-23426	335	45	,	,	PUNCT
brj-23426	335	46	2024	2024	NUM
brj-23426	335	47	.	.	PUNCT
brj-23426	336	1	doi	doi	NOUN
brj-23426	336	2	:	:	PUNCT
brj-23426	336	3	10.15376	10.15376	NUM
brj-23426	336	4	/	/	SYM
brj-23426	336	5	biores.19.3.5450	biores.19.3.5450	PROPN
brj-23426	336	6	-	-	SYM
brj-23426	336	7	5466	5466	NUM