id	sid	tid	token	lemma	pos
agb-217	1	1	agbioforum	agbioforum	NOUN
agb-217	1	2	,	,	PUNCT
agb-217	1	3	25(1	25(1	NUM
agb-217	1	4	):	):	PUNCT
agb-217	1	5	118	118	NUM
agb-217	1	6	-	-	SYM
agb-217	1	7	129	129	NUM
agb-217	1	8	.	.	PUNCT
agb-217	2	1	©	©	PROPN
agb-217	2	2	2023	2023	NUM
agb-217	2	3	agbioforum	agbioforum	PROPN
agb-217	2	4	lee	lee	PROPN
agb-217	2	5	,	,	PUNCT
agb-217	2	6	vitale	vitale	PROPN
agb-217	2	7	,	,	PUNCT
agb-217	2	8	lambert	lambert	PROPN
agb-217	2	9	—	—	PUNCT
agb-217	2	10	weather	weather	NOUN
agb-217	2	11	and	and	CCONJ
agb-217	2	12	geographic	geographic	ADJ
agb-217	2	13	effects	effect	NOUN
agb-217	2	14	on	on	ADP
agb-217	2	15	sugarcane	sugarcane	NOUN
agb-217	2	16	aphid	aphid	NOUN
agb-217	2	17	migration	migration	NOUN
agb-217	2	18	weather	weather	NOUN
agb-217	2	19	and	and	CCONJ
agb-217	2	20	geographic	geographic	ADJ
agb-217	2	21	effects	effect	NOUN
agb-217	2	22	on	on	ADP
agb-217	2	23	sugarcane	sugarcane	NOUN
agb-217	2	24	aphid	aphid	NOUN
agb-217	2	25	migration	migration	NOUN
agb-217	2	26	seokil	seokil	X
agb-217	2	27	lee	lee	PROPN
agb-217	2	28	department	department	PROPN
agb-217	2	29	of	of	ADP
agb-217	2	30	agricultural	agricultural	ADJ
agb-217	2	31	economics	economics	PROPN
agb-217	2	32	oklahoma	oklahoma	PROPN
agb-217	2	33	state	state	PROPN
agb-217	2	34	university	university	PROPN
agb-217	2	35	411	411	NUM
agb-217	2	36	agriculture	agriculture	PROPN
agb-217	2	37	hall	hall	PROPN
agb-217	2	38	stillwater	stillwater	NOUN
agb-217	2	39	,	,	PUNCT
agb-217	2	40	oklahoma	oklahoma	PROPN
agb-217	2	41	,	,	PUNCT
agb-217	2	42	usa	usa	PROPN
agb-217	2	43	jeffrey	jeffrey	PROPN
agb-217	2	44	vitale	vitale	PROPN
agb-217	2	45	department	department	PROPN
agb-217	2	46	of	of	ADP
agb-217	2	47	agricultural	agricultural	ADJ
agb-217	2	48	economics	economics	PROPN
agb-217	2	49	oklahoma	oklahoma	PROPN
agb-217	2	50	state	state	PROPN
agb-217	2	51	university	university	PROPN
agb-217	2	52	418	418	NUM
agb-217	2	53	agriculture	agriculture	PROPN
agb-217	2	54	hall	hall	PROPN
agb-217	2	55	stillwater	stillwater	NOUN
agb-217	2	56	,	,	PUNCT
agb-217	2	57	oklahoma	oklahoma	PROPN
agb-217	2	58	,	,	PUNCT
agb-217	2	59	usa	usa	PROPN
agb-217	2	60	dayton	dayton	PROPN
agb-217	2	61	m.	m.	PROPN
agb-217	2	62	lambert	lambert	PROPN
agb-217	2	63	department	department	PROPN
agb-217	2	64	of	of	ADP
agb-217	2	65	agricultural	agricultural	ADJ
agb-217	2	66	economics	economics	PROPN
agb-217	2	67	oklahoma	oklahoma	PROPN
agb-217	2	68	state	state	PROPN
agb-217	2	69	university	university	PROPN
agb-217	2	70	411	411	NUM
agb-217	2	71	agriculture	agriculture	PROPN
agb-217	2	72	hall	hall	PROPN
agb-217	2	73	stillwater	stillwater	NOUN
agb-217	2	74	,	,	PUNCT
agb-217	2	75	oklahoma	oklahoma	PROPN
agb-217	2	76	,	,	PUNCT
agb-217	2	77	usa	usa	PROPN
agb-217	2	78	email	email	NOUN
agb-217	2	79	:	:	PUNCT
agb-217	2	80	dayton.lambert@okstate.edu	dayton.lambert@okstate.edu	X
agb-217	2	81	sugarcane	sugarcane	NOUN
agb-217	2	82	aphids	aphids	ADP
agb-217	2	83	melanaphis	melanaphis	DET
agb-217	2	84	sacchari	sacchari	NOUN
agb-217	2	85	(	(	PUNCT
agb-217	2	86	aphididae	aphididae	NOUN
agb-217	2	87	:	:	PUNCT
agb-217	2	88	hemiptera	hemiptera	NOUN
agb-217	2	89	)	)	PUNCT
agb-217	2	90	cause	cause	VERB
agb-217	2	91	significant	significant	ADJ
agb-217	2	92	economic	economic	ADJ
agb-217	2	93	damage	damage	NOUN
agb-217	2	94	to	to	ADP
agb-217	2	95	sorghum	sorghum	NOUN
agb-217	2	96	production	production	NOUN
agb-217	2	97	.	.	PUNCT
agb-217	3	1	this	this	DET
agb-217	3	2	study	study	NOUN
agb-217	3	3	measures	measure	VERB
agb-217	3	4	the	the	DET
agb-217	3	5	effects	effect	NOUN
agb-217	3	6	of	of	ADP
agb-217	3	7	weather	weather	NOUN
agb-217	3	8	,	,	PUNCT
agb-217	3	9	geographic	geographic	ADJ
agb-217	3	10	,	,	PUNCT
agb-217	3	11	and	and	CCONJ
agb-217	3	12	biological	biological	ADJ
agb-217	3	13	characteristics	characteristic	NOUN
agb-217	3	14	of	of	ADP
agb-217	3	15	sugarcane	sugarcane	NOUN
agb-217	3	16	aphid	aphid	NOUN
agb-217	3	17	(	(	PUNCT
agb-217	3	18	sca	sca	PROPN
agb-217	3	19	)	)	PUNCT
agb-217	3	20	on	on	ADP
agb-217	3	21	the	the	DET
agb-217	3	22	infestation	infestation	NOUN
agb-217	3	23	of	of	ADP
agb-217	3	24	sorghum	sorghum	NOUN
agb-217	3	25	fields	field	NOUN
agb-217	3	26	in	in	ADP
agb-217	3	27	oklahoma	oklahoma	PROPN
agb-217	3	28	.	.	PUNCT
agb-217	4	1	infestation	infestation	NOUN
agb-217	4	2	likelihood	likelihood	NOUN
agb-217	4	3	curves	curve	NOUN
agb-217	4	4	suggest	suggest	VERB
agb-217	4	5	there	there	PRON
agb-217	4	6	is	be	VERB
agb-217	4	7	a	a	DET
agb-217	4	8	difference	difference	NOUN
agb-217	4	9	in	in	ADP
agb-217	4	10	the	the	DET
agb-217	4	11	infestation	infestation	NOUN
agb-217	4	12	probability	probability	NOUN
agb-217	4	13	between	between	ADP
agb-217	4	14	the	the	DET
agb-217	4	15	high	high	ADJ
agb-217	4	16	and	and	CCONJ
agb-217	4	17	low	low	ADJ
agb-217	4	18	-	-	PUNCT
agb-217	4	19	density	density	NOUN
agb-217	4	20	wing	wing	NOUN
agb-217	4	21	/	/	SYM
agb-217	4	22	un	un	ADJ
agb-217	4	23	-	-	ADJ
agb-217	4	24	winged	wing	VERB
agb-217	4	25	sugarcane	sugarcane	NOUN
agb-217	4	26	aphid	aphid	NOUN
agb-217	4	27	groups	group	NOUN
agb-217	4	28	.	.	PUNCT
agb-217	5	1	the	the	PRON
agb-217	5	2	larger	large	ADJ
agb-217	5	3	the	the	DET
agb-217	5	4	ratio	ratio	NOUN
agb-217	5	5	of	of	ADP
agb-217	5	6	winged	wing	VERB
agb-217	5	7	to	to	PART
agb-217	5	8	un	un	VERB
agb-217	5	9	-	-	ADJ
agb-217	5	10	winged	wing	VERB
agb-217	5	11	sugarcane	sugarcane	NOUN
agb-217	5	12	aphid	aphid	NOUN
agb-217	5	13	,	,	PUNCT
agb-217	5	14	the	the	PRON
agb-217	5	15	more	more	ADV
agb-217	5	16	likely	likely	ADJ
agb-217	5	17	their	their	PRON
agb-217	5	18	movement	movement	NOUN
agb-217	5	19	to	to	ADP
agb-217	5	20	other	other	ADJ
agb-217	5	21	sorghum	sorghum	NOUN
agb-217	5	22	fields	field	NOUN
agb-217	5	23	.	.	PUNCT
agb-217	6	1	proportional	proportional	ADJ
agb-217	6	2	hazard	hazard	NOUN
agb-217	6	3	regression	regression	NOUN
agb-217	6	4	results	result	NOUN
agb-217	6	5	affirm	affirm	NOUN
agb-217	6	6	that	that	SCONJ
agb-217	6	7	weather	weather	NOUN
agb-217	6	8	is	be	AUX
agb-217	6	9	an	an	DET
agb-217	6	10	important	important	ADJ
agb-217	6	11	factor	factor	NOUN
agb-217	6	12	in	in	ADP
agb-217	6	13	determining	determine	VERB
agb-217	6	14	infestation	infestation	NOUN
agb-217	6	15	hazards	hazard	NOUN
agb-217	6	16	.	.	PUNCT
agb-217	7	1	this	this	DET
agb-217	7	2	study	study	NOUN
agb-217	7	3	uses	use	VERB
agb-217	7	4	information	information	NOUN
agb-217	7	5	on	on	ADP
agb-217	7	6	field	field	NOUN
agb-217	7	7	-	-	PUNCT
agb-217	7	8	level	level	NOUN
agb-217	7	9	infestations	infestation	NOUN
agb-217	7	10	of	of	ADP
agb-217	7	11	sorghum	sorghum	NOUN
agb-217	7	12	by	by	ADP
agb-217	7	13	sugarcane	sugarcane	NOUN
agb-217	7	14	aphis	aphis	PROPN
agb-217	7	15	.	.	PUNCT
agb-217	8	1	data	datum	NOUN
agb-217	8	2	were	be	AUX
agb-217	8	3	collected	collect	VERB
agb-217	8	4	by	by	ADP
agb-217	8	5	scouting	scout	VERB
agb-217	8	6	sorghum	sorghum	NOUN
agb-217	8	7	fields	field	NOUN
agb-217	8	8	for	for	ADP
agb-217	8	9	sca	sca	PROPN
agb-217	8	10	infestation	infestation	NOUN
agb-217	8	11	during	during	ADP
agb-217	8	12	the	the	DET
agb-217	8	13	2017	2017	NUM
agb-217	8	14	growing	grow	VERB
agb-217	8	15	season	season	NOUN
agb-217	8	16	in	in	ADP
agb-217	8	17	oklahoma	oklahoma	PROPN
agb-217	8	18	.	.	PUNCT
agb-217	9	1	field	field	NOUN
agb-217	9	2	location	location	NOUN
agb-217	9	3	,	,	PUNCT
agb-217	9	4	the	the	DET
agb-217	9	5	distance	distance	NOUN
agb-217	9	6	between	between	ADP
agb-217	9	7	sampled	sample	VERB
agb-217	9	8	fields	field	NOUN
agb-217	9	9	,	,	PUNCT
agb-217	9	10	and	and	CCONJ
agb-217	9	11	the	the	DET
agb-217	9	12	day	day	NOUN
agb-217	9	13	sca	sca	PROPN
agb-217	9	14	were	be	AUX
agb-217	9	15	observed	observe	VERB
agb-217	9	16	was	be	AUX
agb-217	9	17	recorded	record	VERB
agb-217	9	18	.	.	PUNCT
agb-217	10	1	field	field	NOUN
agb-217	10	2	location	location	NOUN
agb-217	10	3	and	and	CCONJ
agb-217	10	4	the	the	DET
agb-217	10	5	distance	distance	NOUN
agb-217	10	6	between	between	ADP
agb-217	10	7	sampled	sample	VERB
agb-217	10	8	fields	field	NOUN
agb-217	10	9	was	be	AUX
agb-217	10	10	not	not	PART
agb-217	10	11	a	a	DET
agb-217	10	12	significant	significant	ADJ
agb-217	10	13	factor	factor	NOUN
agb-217	10	14	affecting	affect	VERB
agb-217	10	15	the	the	DET
agb-217	10	16	likelihood	likelihood	NOUN
agb-217	10	17	of	of	ADP
agb-217	10	18	field	field	NOUN
agb-217	10	19	infestation	infestation	NOUN
agb-217	10	20	.	.	PUNCT
agb-217	11	1	the	the	DET
agb-217	11	2	total	total	ADJ
agb-217	11	3	population	population	NOUN
agb-217	11	4	of	of	ADP
agb-217	11	5	sugarcane	sugarcane	NOUN
agb-217	11	6	aphid	aphid	NOUN
agb-217	11	7	per	per	ADP
agb-217	11	8	plant	plant	NOUN
agb-217	11	9	in	in	ADP
agb-217	11	10	the	the	DET
agb-217	11	11	most	most	ADV
agb-217	11	12	recently	recently	ADV
agb-217	11	13	infested	infest	VERB
agb-217	11	14	field	field	NOUN
agb-217	11	15	was	be	AUX
agb-217	11	16	negatively	negatively	ADV
agb-217	11	17	correlated	correlate	VERB
agb-217	11	18	with	with	ADP
agb-217	11	19	infestation	infestation	NOUN
agb-217	11	20	hazard	hazard	NOUN
agb-217	11	21	.	.	PUNCT
agb-217	12	1	these	these	DET
agb-217	12	2	findings	finding	NOUN
agb-217	12	3	may	may	AUX
agb-217	12	4	contribute	contribute	VERB
agb-217	12	5	to	to	ADP
agb-217	12	6	development	development	NOUN
agb-217	12	7	of	of	ADP
agb-217	12	8	early	early	ADJ
agb-217	12	9	warning	warning	NOUN
agb-217	12	10	infestation	infestation	NOUN
agb-217	12	11	alarms	alarm	NOUN
agb-217	12	12	through	through	ADP
agb-217	12	13	the	the	DET
agb-217	12	14	coordination	coordination	NOUN
agb-217	12	15	of	of	ADP
agb-217	12	16	farm	farm	NOUN
agb-217	12	17	-	-	PUNCT
agb-217	12	18	to	to	ADP
agb-217	12	19	-	-	PUNCT
agb-217	12	20	farm	farm	NOUN
agb-217	12	21	pesticide	pesticide	NOUN
agb-217	12	22	use	use	NOUN
agb-217	12	23	and	and	CCONJ
agb-217	12	24	harvest	harvest	NOUN
agb-217	12	25	timing	timing	NOUN
agb-217	12	26	.	.	PUNCT
agb-217	13	1	increased	increase	VERB
agb-217	13	2	investments	investment	NOUN
agb-217	13	3	in	in	ADP
agb-217	13	4	real	real	ADJ
agb-217	13	5	-	-	PUNCT
agb-217	13	6	time	time	NOUN
agb-217	13	7	pest	pest	NOUN
agb-217	13	8	monitoring	monitoring	NOUN
agb-217	13	9	including	include	VERB
agb-217	13	10	on	on	ADP
agb-217	13	11	-	-	PUNCT
agb-217	13	12	farm	farm	NOUN
agb-217	13	13	detection	detection	NOUN
agb-217	13	14	,	,	PUNCT
agb-217	13	15	report	report	NOUN
agb-217	13	16	transmission	transmission	NOUN
agb-217	13	17	,	,	PUNCT
agb-217	13	18	and	and	CCONJ
agb-217	13	19	forecasted	forecast	VERB
agb-217	13	20	movements	movement	NOUN
agb-217	13	21	could	could	AUX
agb-217	13	22	improve	improve	VERB
agb-217	13	23	the	the	DET
agb-217	13	24	accuracy	accuracy	NOUN
agb-217	13	25	of	of	ADP
agb-217	13	26	early	early	ADJ
agb-217	13	27	warning	warn	VERB
agb-217	13	28	sca	sca	PROPN
agb-217	13	29	system	system	NOUN
agb-217	13	30	for	for	ADP
agb-217	13	31	producers	producer	NOUN
agb-217	13	32	,	,	PUNCT
agb-217	13	33	thereby	thereby	ADV
agb-217	13	34	mitigating	mitigate	VERB
agb-217	13	35	the	the	DET
agb-217	13	36	negative	negative	ADJ
agb-217	13	37	economic	economic	ADJ
agb-217	13	38	impacts	impact	NOUN
agb-217	13	39	caused	cause	VERB
agb-217	13	40	by	by	ADP
agb-217	13	41	infestation	infestation	NOUN
agb-217	13	42	.	.	PUNCT
agb-217	14	1	keywords	keyword	NOUN
agb-217	14	2	:	:	PUNCT
agb-217	14	3	geography	geography	NOUN
agb-217	14	4	,	,	PUNCT
agb-217	14	5	precipitation	precipitation	NOUN
agb-217	14	6	,	,	PUNCT
agb-217	14	7	sorghum	sorghum	NOUN
agb-217	14	8	,	,	PUNCT
agb-217	14	9	sugarcane	sugarcane	NOUN
agb-217	14	10	aphids	aphid	NOUN
agb-217	14	11	,	,	PUNCT
agb-217	14	12	temperature	temperature	NOUN
agb-217	14	13	,	,	PUNCT
agb-217	14	14	time	time	NOUN
agb-217	14	15	-	-	PUNCT
agb-217	14	16	to	to	ADP
agb-217	14	17	-	-	PUNCT
agb-217	14	18	infestation	infestation	NOUN
agb-217	14	19	.	.	PUNCT
agb-217	15	1	1	1	X
agb-217	15	2	.	.	X
agb-217	15	3	introduction	introduction	NOUN
agb-217	15	4	this	this	DET
agb-217	15	5	study	study	NOUN
agb-217	15	6	measures	measure	VERB
agb-217	15	7	the	the	DET
agb-217	15	8	effect	effect	NOUN
agb-217	15	9	of	of	ADP
agb-217	15	10	weather	weather	NOUN
agb-217	15	11	variables	variable	NOUN
agb-217	15	12	and	and	CCONJ
agb-217	15	13	geographic	geographic	ADJ
agb-217	15	14	features	feature	NOUN
agb-217	15	15	on	on	ADP
agb-217	15	16	the	the	DET
agb-217	15	17	infestation	infestation	NOUN
agb-217	15	18	of	of	ADP
agb-217	15	19	oklahoma	oklahoma	PROPN
agb-217	15	20	sorghum	sorghum	NOUN
agb-217	15	21	production	production	NOUN
agb-217	15	22	by	by	ADP
agb-217	15	23	sugarcane	sugarcane	NOUN
agb-217	15	24	aphid	aphid	NOUN
agb-217	15	25	(	(	PUNCT
agb-217	15	26	sca	sca	PROPN
agb-217	15	27	)	)	PUNCT
agb-217	15	28	.	.	PUNCT
agb-217	16	1	weather	weather	NOUN
agb-217	16	2	variables	variable	NOUN
agb-217	16	3	,	,	PUNCT
agb-217	16	4	including	include	VERB
agb-217	16	5	temperature	temperature	NOUN
agb-217	16	6	,	,	PUNCT
agb-217	16	7	humidity	humidity	NOUN
agb-217	16	8	,	,	PUNCT
agb-217	16	9	and	and	CCONJ
agb-217	16	10	precipitation	precipitation	NOUN
agb-217	16	11	,	,	PUNCT
agb-217	16	12	as	as	ADV
agb-217	16	13	well	well	ADV
agb-217	16	14	as	as	ADP
agb-217	16	15	the	the	DET
agb-217	16	16	growth	growth	NOUN
agb-217	16	17	stage	stage	NOUN
agb-217	16	18	of	of	ADP
agb-217	16	19	sorghum	sorghum	NOUN
agb-217	16	20	,	,	PUNCT
agb-217	16	21	affect	affect	VERB
agb-217	16	22	the	the	DET
agb-217	16	23	susceptibility	susceptibility	NOUN
agb-217	16	24	of	of	ADP
agb-217	16	25	sorghum	sorghum	NOUN
agb-217	16	26	plants	plant	NOUN
agb-217	16	27	to	to	ADP
agb-217	16	28	sca	sca	PROPN
agb-217	16	29	and	and	CCONJ
agb-217	16	30	their	their	PRON
agb-217	16	31	proliferation	proliferation	NOUN
agb-217	16	32	(	(	PUNCT
agb-217	16	33	behura	behura	NOUN
agb-217	16	34	&	&	CCONJ
agb-217	16	35	bohidar	bohidar	NOUN
agb-217	16	36	,	,	PUNCT
agb-217	16	37	1983	1983	NUM
agb-217	16	38	;	;	PUNCT
agb-217	16	39	mote	mote	PROPN
agb-217	16	40	,	,	PUNCT
agb-217	16	41	1983	1983	NUM
agb-217	16	42	)	)	PUNCT
agb-217	16	43	.	.	PUNCT
agb-217	17	1	documentation	documentation	NOUN
agb-217	17	2	of	of	ADP
agb-217	17	3	the	the	DET
agb-217	17	4	effects	effect	NOUN
agb-217	17	5	of	of	ADP
agb-217	17	6	environmental	environmental	ADJ
agb-217	17	7	variables	variable	NOUN
agb-217	17	8	,	,	PUNCT
agb-217	17	9	including	include	VERB
agb-217	17	10	temperature	temperature	NOUN
agb-217	17	11	,	,	PUNCT
agb-217	17	12	moisture	moisture	NOUN
agb-217	17	13	,	,	PUNCT
agb-217	17	14	and	and	CCONJ
agb-217	17	15	humidity	humidity	NOUN
agb-217	17	16	,	,	PUNCT
agb-217	17	17	on	on	ADP
agb-217	17	18	insect	insect	NOUN
agb-217	17	19	life	life	NOUN
agb-217	17	20	cycles	cycle	NOUN
agb-217	17	21	is	be	AUX
agb-217	17	22	often	often	ADV
agb-217	17	23	performed	perform	VERB
agb-217	17	24	in	in	ADP
agb-217	17	25	controlled	control	VERB
agb-217	17	26	laboratory	laboratory	NOUN
agb-217	17	27	settings	setting	NOUN
agb-217	17	28	.	.	PUNCT
agb-217	18	1	this	this	PRON
agb-217	18	2	is	be	AUX
agb-217	18	3	the	the	DET
agb-217	18	4	first	first	ADJ
agb-217	18	5	study	study	NOUN
agb-217	18	6	to	to	PART
agb-217	18	7	examine	examine	VERB
agb-217	18	8	the	the	DET
agb-217	18	9	effect	effect	NOUN
agb-217	18	10	of	of	ADP
agb-217	18	11	geographic	geographic	ADJ
agb-217	18	12	and	and	CCONJ
agb-217	18	13	weather	weather	NOUN
agb-217	18	14	variables	variable	NOUN
agb-217	18	15	on	on	ADP
agb-217	18	16	the	the	DET
agb-217	18	17	migration	migration	NOUN
agb-217	18	18	of	of	ADP
agb-217	18	19	sca	sca	PROPN
agb-217	18	20	at	at	ADP
agb-217	18	21	the	the	DET
agb-217	18	22	sorghum	sorghum	NOUN
agb-217	18	23	-	-	PUNCT
agb-217	18	24	field	field	NOUN
agb-217	18	25	level	level	NOUN
agb-217	18	26	using	use	VERB
agb-217	18	27	a	a	DET
agb-217	18	28	survival	survival	NOUN
agb-217	18	29	model	model	NOUN
agb-217	18	30	,	,	PUNCT
agb-217	18	31	which	which	PRON
agb-217	18	32	is	be	AUX
agb-217	18	33	also	also	ADV
agb-217	18	34	called	call	VERB
agb-217	18	35	a	a	DET
agb-217	18	36	proportional	proportional	ADJ
agb-217	18	37	hazard	hazard	NOUN
agb-217	18	38	model	model	NOUN
agb-217	18	39	(	(	PUNCT
agb-217	18	40	phm	phm	PROPN
agb-217	18	41	)	)	PUNCT
agb-217	18	42	.	.	PUNCT
agb-217	19	1	phm	phm	PROPN
agb-217	19	2	is	be	AUX
agb-217	19	3	a	a	DET
agb-217	19	4	flexible	flexible	ADJ
agb-217	19	5	,	,	PUNCT
agb-217	19	6	regressionbased	regressionbase	VERB
agb-217	19	7	modeling	modeling	NOUN
agb-217	19	8	approach	approach	NOUN
agb-217	19	9	capable	capable	ADJ
agb-217	19	10	of	of	ADP
agb-217	19	11	incorporating	incorporate	VERB
agb-217	19	12	the	the	DET
agb-217	19	13	effects	effect	NOUN
agb-217	19	14	of	of	ADP
agb-217	19	15	weather	weather	NOUN
agb-217	19	16	,	,	PUNCT
agb-217	19	17	location	location	NOUN
agb-217	19	18	,	,	PUNCT
agb-217	19	19	and	and	CCONJ
agb-217	19	20	temporal	temporal	ADJ
agb-217	19	21	covariates	covariate	NOUN
agb-217	19	22	for	for	ADP
agb-217	19	23	determining	determine	VERB
agb-217	19	24	the	the	DET
agb-217	19	25	likelihood	likelihood	NOUN
agb-217	19	26	of	of	ADP
agb-217	19	27	field	field	NOUN
agb-217	19	28	-	-	PUNCT
agb-217	19	29	to	to	ADP
agb-217	19	30	-	-	PUNCT
agb-217	19	31	field	field	NOUN
agb-217	19	32	sca	sca	NOUN
agb-217	19	33	migration	migration	NOUN
agb-217	19	34	(	(	PUNCT
agb-217	19	35	cox	cox	PROPN
agb-217	19	36	,	,	PUNCT
agb-217	19	37	1972	1972	NUM
agb-217	19	38	)	)	PUNCT
agb-217	19	39	.	.	PUNCT
agb-217	20	1	the	the	DET
agb-217	20	2	study	study	NOUN
agb-217	20	3	uses	use	VERB
agb-217	20	4	field	field	NOUN
agb-217	20	5	-	-	PUNCT
agb-217	20	6	level	level	NOUN
agb-217	20	7	observations	observation	NOUN
agb-217	20	8	of	of	ADP
agb-217	20	9	sca	sca	PROPN
agb-217	20	10	infestations	infestation	NOUN
agb-217	20	11	on	on	ADP
agb-217	20	12	oklahoma	oklahoma	PROPN
agb-217	20	13	sorghum	sorghum	NOUN
agb-217	20	14	fields	field	NOUN
agb-217	20	15	to	to	PART
agb-217	20	16	determine	determine	VERB
agb-217	20	17	how	how	SCONJ
agb-217	20	18	weather	weather	NOUN
agb-217	20	19	variables	variable	NOUN
agb-217	20	20	and	and	CCONJ
agb-217	20	21	field	field	NOUN
agb-217	20	22	proximity	proximity	NOUN
agb-217	20	23	influence	influence	NOUN
agb-217	20	24	the	the	DET
agb-217	20	25	time	time	NOUN
agb-217	20	26	until	until	SCONJ
agb-217	20	27	a	a	DET
agb-217	20	28	field	field	NOUN
agb-217	20	29	is	be	AUX
agb-217	20	30	infested	infest	VERB
agb-217	20	31	.	.	PUNCT
agb-217	21	1	infestation	infestation	NOUN
agb-217	21	2	dynamics	dynamic	NOUN
agb-217	21	3	and	and	CCONJ
agb-217	21	4	population	population	NOUN
agb-217	21	5	colonization	colonization	NOUN
agb-217	21	6	vary	vary	VERB
agb-217	21	7	,	,	PUNCT
agb-217	21	8	and	and	CCONJ
agb-217	21	9	depend	depend	VERB
agb-217	21	10	on	on	ADP
agb-217	21	11	factors	factor	NOUN
agb-217	21	12	such	such	ADJ
agb-217	21	13	as	as	ADP
agb-217	21	14	native	native	ADJ
agb-217	21	15	vegetation	vegetation	NOUN
agb-217	21	16	,	,	PUNCT
agb-217	21	17	food	food	NOUN
agb-217	21	18	density	density	NOUN
agb-217	21	19	,	,	PUNCT
agb-217	21	20	host	host	NOUN
agb-217	21	21	plant	plant	NOUN
agb-217	21	22	species	specie	NOUN
agb-217	21	23	abundance	abundance	NOUN
agb-217	21	24	,	,	PUNCT
agb-217	21	25	timing	timing	NOUN
agb-217	21	26	and	and	CCONJ
agb-217	21	27	rate	rate	NOUN
agb-217	21	28	of	of	ADP
agb-217	21	29	migration	migration	NOUN
agb-217	21	30	and	and	CCONJ
agb-217	21	31	dispersal	dispersal	NOUN
agb-217	21	32	,	,	PUNCT
agb-217	21	33	and	and	CCONJ
agb-217	21	34	geographic	geographic	ADJ
agb-217	21	35	location	location	NOUN
agb-217	21	36	(	(	PUNCT
agb-217	21	37	singh	singh	ADJ
agb-217	21	38	,	,	PUNCT
agb-217	21	39	padmaja	padmaja	NOUN
agb-217	21	40	,	,	PUNCT
agb-217	21	41	&	&	CCONJ
agb-217	21	42	seetharama	seetharama	PROPN
agb-217	21	43	,	,	PUNCT
agb-217	21	44	2004	2004	NUM
agb-217	21	45	)	)	PUNCT
agb-217	21	46	.	.	PUNCT
agb-217	22	1	the	the	DET
agb-217	22	2	study	study	NOUN
agb-217	22	3	was	be	AUX
agb-217	22	4	conducted	conduct	VERB
agb-217	22	5	during	during	ADP
agb-217	22	6	the	the	DET
agb-217	22	7	2017	2017	NUM
agb-217	22	8	growing	grow	VERB
agb-217	22	9	season	season	NOUN
agb-217	22	10	.	.	PUNCT
agb-217	23	1	producers	producer	NOUN
agb-217	23	2	and	and	CCONJ
agb-217	23	3	researchers	researcher	NOUN
agb-217	23	4	scouted	scout	VERB
agb-217	23	5	fields	field	NOUN
agb-217	23	6	on	on	ADP
agb-217	23	7	a	a	DET
agb-217	23	8	daily	daily	ADJ
agb-217	23	9	basis	basis	NOUN
agb-217	23	10	for	for	ADP
agb-217	23	11	sca	sca	PROPN
agb-217	23	12	.	.	PUNCT
agb-217	24	1	the	the	DET
agb-217	24	2	date	date	NOUN
agb-217	24	3	,	,	PUNCT
agb-217	24	4	the	the	DET
agb-217	24	5	proportion	proportion	NOUN
agb-217	24	6	of	of	ADP
agb-217	24	7	winged	wing	VERB
agb-217	24	8	versus	versus	ADP
agb-217	24	9	unwinged	unwinged	ADJ
agb-217	24	10	sca	sca	PROPN
agb-217	24	11	,	,	PUNCT
agb-217	24	12	and	and	CCONJ
agb-217	24	13	distances	distance	NOUN
agb-217	24	14	to	to	ADP
agb-217	24	15	the	the	DET
agb-217	24	16	most	most	ADV
agb-217	24	17	recently	recently	ADV
agb-217	24	18	infested	infest	VERB
agb-217	24	19	sorghum	sorghum	NOUN
agb-217	24	20	field	field	NOUN
agb-217	24	21	were	be	AUX
agb-217	24	22	recorded	record	VERB
agb-217	24	23	.	.	PUNCT
agb-217	25	1	the	the	DET
agb-217	25	2	covariates	covariate	NOUN
agb-217	25	3	used	use	VERB
agb-217	25	4	in	in	ADP
agb-217	25	5	the	the	DET
agb-217	25	6	sca	sca	PROPN
agb-217	25	7	migration	migration	NOUN
agb-217	25	8	regression	regression	NOUN
agb-217	25	9	include	include	VERB
agb-217	25	10	distance	distance	NOUN
agb-217	25	11	between	between	ADP
agb-217	25	12	sorghum	sorghum	NOUN
agb-217	25	13	fields	field	NOUN
agb-217	25	14	,	,	PUNCT
agb-217	25	15	temperature	temperature	NOUN
agb-217	25	16	,	,	PUNCT
agb-217	25	17	precipitation	precipitation	NOUN
agb-217	25	18	,	,	PUNCT
agb-217	25	19	wind	wind	NOUN
agb-217	25	20	direction	direction	NOUN
agb-217	25	21	,	,	PUNCT
agb-217	25	22	and	and	CCONJ
agb-217	25	23	the	the	DET
agb-217	25	24	date	date	NOUN
agb-217	25	25	when	when	SCONJ
agb-217	25	26	sca	sca	PROPN
agb-217	25	27	were	be	AUX
agb-217	25	28	observed	observe	VERB
agb-217	25	29	on	on	ADP
agb-217	25	30	a	a	DET
agb-217	25	31	given	give	VERB
agb-217	25	32	field	field	NOUN
agb-217	25	33	.	.	PUNCT
agb-217	26	1	findings	finding	NOUN
agb-217	26	2	may	may	AUX
agb-217	26	3	be	be	AUX
agb-217	26	4	useful	useful	ADJ
agb-217	26	5	for	for	ADP
agb-217	26	6	developing	develop	VERB
agb-217	26	7	predictive	predictive	ADJ
agb-217	26	8	models	model	NOUN
agb-217	26	9	for	for	ADP
agb-217	26	10	sca	sca	PROPN
agb-217	26	11	migration	migration	NOUN
agb-217	26	12	and	and	CCONJ
agb-217	26	13	the	the	DET
agb-217	26	14	time	time	NOUN
agb-217	26	15	until	until	SCONJ
agb-217	26	16	a	a	DET
agb-217	26	17	sorghum	sorghum	NOUN
agb-217	26	18	field	field	NOUN
agb-217	26	19	is	be	AUX
agb-217	26	20	infested	infest	VERB
agb-217	26	21	.	.	PUNCT
agb-217	27	1	2	2	X
agb-217	27	2	.	.	X
agb-217	27	3	literature	literature	PROPN
agb-217	27	4	review	review	PROPN
agb-217	27	5	sugarcane	sugarcane	NOUN
agb-217	27	6	aphid	aphid	NOUN
agb-217	27	7	(	(	PUNCT
agb-217	27	8	melanaphis	melanaphis	PRON
agb-217	27	9	sacchari	sacchari	PROPN
agb-217	27	10	,	,	PUNCT
agb-217	27	11	hemiptera	hemiptera	NOUN
agb-217	27	12	:	:	PUNCT
agb-217	27	13	aphididae	aphididae	NOUN
agb-217	27	14	)	)	PUNCT
agb-217	27	15	is	be	AUX
agb-217	27	16	a	a	DET
agb-217	27	17	pest	pest	NOUN
agb-217	27	18	found	find	VERB
agb-217	27	19	in	in	ADP
agb-217	27	20	more	more	ADJ
agb-217	27	21	than	than	ADP
agb-217	27	22	30	30	NUM
agb-217	27	23	countries	country	NOUN
agb-217	27	24	that	that	PRON
agb-217	27	25	feeds	feed	VERB
agb-217	27	26	on	on	ADP
agb-217	27	27	20	20	NUM
agb-217	27	28	species	specie	NOUN
agb-217	27	29	of	of	ADP
agb-217	27	30	rice	rice	NOUN
agb-217	27	31	and	and	CCONJ
agb-217	27	32	other	other	ADJ
agb-217	27	33	commodity	commodity	NOUN
agb-217	27	34	crops	crop	NOUN
agb-217	27	35	(	(	PUNCT
agb-217	27	36	singh	singh	ADJ
agb-217	27	37	,	,	PUNCT
agb-217	27	38	padmaja	padmaja	NOUN
agb-217	27	39	,	,	PUNCT
agb-217	27	40	&	&	CCONJ
agb-217	27	41	seetharama	seetharama	PROPN
agb-217	27	42	,	,	PUNCT
agb-217	27	43	2004	2004	NUM
agb-217	27	44	)	)	PUNCT
agb-217	27	45	.	.	PUNCT
agb-217	28	1	in	in	ADP
agb-217	28	2	the	the	DET
agb-217	28	3	united	united	PROPN
agb-217	28	4	states	states	PROPN
agb-217	28	5	,	,	PUNCT
agb-217	28	6	sorghum	sorghum	NOUN
agb-217	28	7	,	,	PUNCT
agb-217	28	8	sweet	sweet	ADJ
agb-217	28	9	sorghum	sorghum	NOUN
agb-217	28	10	,	,	PUNCT
agb-217	28	11	and	and	CCONJ
agb-217	28	12	some	some	DET
agb-217	28	13	millet	millet	NOUN
agb-217	28	14	varieties	variety	NOUN
agb-217	28	15	are	be	AUX
agb-217	28	16	sca	sca	PROPN
agb-217	28	17	’s	’s	PART
agb-217	28	18	main	main	ADJ
agb-217	28	19	hosts	host	NOUN
agb-217	28	20	since	since	SCONJ
agb-217	28	21	its	its	PRON
agb-217	28	22	introduction	introduction	NOUN
agb-217	28	23	in	in	ADP
agb-217	28	24	the	the	DET
agb-217	28	25	1970s	1970	NOUN
agb-217	28	26	(	(	PUNCT
agb-217	28	27	singh	singh	ADJ
agb-217	28	28	,	,	PUNCT
agb-217	28	29	padmaja	padmaja	NOUN
agb-217	28	30	,	,	PUNCT
agb-217	28	31	&	&	CCONJ
agb-217	28	32	seetharama	seetharama	PROPN
agb-217	28	33	,	,	PUNCT
agb-217	28	34	2004	2004	NUM
agb-217	28	35	)	)	PUNCT
agb-217	28	36	.	.	PUNCT
agb-217	29	1	sca	sca	PROPN
agb-217	29	2	transmits	transmit	VERB
agb-217	29	3	sugarcane	sugarcane	NOUN
agb-217	29	4	yellow	yellow	ADJ
agb-217	29	5	leaf	leaf	NOUN
agb-217	29	6	virus	virus	NOUN
agb-217	29	7	,	,	PUNCT
agb-217	29	8	causing	cause	VERB
agb-217	29	9	yield	yield	NOUN
agb-217	29	10	loss	loss	NOUN
agb-217	29	11	in	in	ADP
agb-217	29	12	sorghum	sorghum	NOUN
agb-217	29	13	(	(	PUNCT
agb-217	29	14	behary	behary	ADJ
agb-217	29	15	paray	paray	NOUN
agb-217	29	16	et	et	PROPN
agb-217	29	17	al	al	PROPN
agb-217	29	18	.	.	PROPN
agb-217	29	19	,	,	PUNCT
agb-217	29	20	2011	2011	NUM
agb-217	29	21	;	;	PUNCT
agb-217	29	22	gonçalves	gonçalve	NOUN
agb-217	29	23	,	,	PUNCT
agb-217	29	24	2005	2005	NUM
agb-217	29	25	;	;	PUNCT
agb-217	29	26	lopes	lopes	PROPN
agb-217	29	27	et	et	PROPN
agb-217	29	28	al	al	PROPN
agb-217	29	29	.	.	PROPN
agb-217	29	30	,	,	PUNCT
agb-217	29	31	1997	1997	NUM
agb-217	29	32	)	)	PUNCT
agb-217	29	33	.	.	PUNCT
agb-217	30	1	damage	damage	NOUN
agb-217	30	2	to	to	ADP
agb-217	30	3	sorghum	sorghum	NOUN
agb-217	30	4	caused	cause	VERB
agb-217	30	5	by	by	ADP
agb-217	30	6	sca	sca	PROPN
agb-217	30	7	depends	depend	VERB
agb-217	30	8	on	on	ADP
agb-217	30	9	factors	factor	NOUN
agb-217	30	10	such	such	ADJ
agb-217	30	11	as	as	ADP
agb-217	30	12	aphid	aphid	NOUN
agb-217	30	13	/	/	SYM
agb-217	30	14	plant	plant	NOUN
agb-217	30	15	density	density	NOUN
agb-217	30	16	and	and	CCONJ
agb-217	30	17	the	the	DET
agb-217	30	18	duration	duration	NOUN
agb-217	30	19	of	of	ADP
agb-217	30	20	infestation	infestation	NOUN
agb-217	30	21	(	(	PUNCT
agb-217	30	22	singh	singh	ADJ
agb-217	30	23	,	,	PUNCT
agb-217	30	24	padmaja	padmaja	NOUN
agb-217	30	25	,	,	PUNCT
agb-217	30	26	&	&	CCONJ
agb-217	30	27	seetharama	seetharama	PROPN
agb-217	30	28	,	,	PUNCT
agb-217	30	29	2004	2004	NUM
agb-217	30	30	)	)	PUNCT
agb-217	30	31	.	.	PUNCT
agb-217	31	1	weather	weather	NOUN
agb-217	31	2	variables	variable	NOUN
agb-217	31	3	also	also	ADV
agb-217	31	4	affect	affect	VERB
agb-217	31	5	sca	sca	PROPN
agb-217	31	6	population	population	NOUN
agb-217	31	7	density	density	NOUN
agb-217	31	8	,	,	PUNCT
agb-217	31	9	their	their	PRON
agb-217	31	10	migration	migration	NOUN
agb-217	31	11	,	,	PUNCT
agb-217	31	12	and	and	CCONJ
agb-217	31	13	survival	survival	NOUN
agb-217	31	14	.	.	PUNCT
agb-217	32	1	studies	study	NOUN
agb-217	32	2	measuring	measure	VERB
agb-217	32	3	the	the	DET
agb-217	32	4	relationship	relationship	NOUN
agb-217	32	5	between	between	ADP
agb-217	32	6	temperature	temperature	NOUN
agb-217	32	7	and	and	CCONJ
agb-217	32	8	sca	sca	PROPN
agb-217	32	9	population	population	NOUN
agb-217	32	10	density	density	NOUN
agb-217	32	11	find	find	VERB
agb-217	32	12	that	that	SCONJ
agb-217	32	13	dispersal	dispersal	NOUN
agb-217	32	14	of	of	ADP
agb-217	32	15	aphids	aphid	NOUN
agb-217	32	16	occurs	occur	VERB
agb-217	32	17	within	within	ADP
agb-217	32	18	6	6	NUM
agb-217	32	19	to	to	PART
agb-217	32	20	10	10	NUM
agb-217	32	21	days	day	NOUN
agb-217	32	22	at	at	ADP
agb-217	32	23	temperatures	temperature	NOUN
agb-217	32	24	between	between	ADP
agb-217	32	25	18	18	NUM
agb-217	32	26	and	and	CCONJ
agb-217	32	27	30	30	NUM
agb-217	32	28	°	°	NOUN
agb-217	32	29	c	c	NOUN
agb-217	32	30	,	,	PUNCT
agb-217	32	31	with	with	ADP
agb-217	32	32	populations	population	NOUN
agb-217	32	33	destroyed	destroy	VERB
agb-217	32	34	at	at	ADP
agb-217	32	35	35	35	NUM
agb-217	32	36	°	°	NOUN
agb-217	32	37	c	c	NOUN
agb-217	32	38	(	(	PUNCT
agb-217	32	39	behura	behura	NOUN
agb-217	32	40	&	&	CCONJ
agb-217	32	41	bohidar	bohidar	NOUN
agb-217	32	42	,	,	PUNCT
agb-217	32	43	1983	1983	NUM
agb-217	32	44	)	)	PUNCT
agb-217	32	45	.	.	PUNCT
agb-217	33	1	sca	sca	PROPN
agb-217	33	2	thrive	thrive	VERB
agb-217	33	3	and	and	CCONJ
agb-217	33	4	proliferate	proliferate	VERB
agb-217	33	5	on	on	ADP
agb-217	33	6	sorghum	sorghum	NOUN
agb-217	33	7	as	as	ADP
agb-217	33	8	humidity	humidity	NOUN
agb-217	33	9	increases	increase	NOUN
agb-217	33	10	(	(	PUNCT
agb-217	33	11	mote	mote	NOUN
agb-217	33	12	,	,	PUNCT
agb-217	33	13	1983	1983	NUM
agb-217	33	14	)	)	PUNCT
agb-217	33	15	.	.	PUNCT
agb-217	34	1	warm	warm	ADJ
agb-217	34	2	temperatures	temperature	NOUN
agb-217	34	3	have	have	VERB
agb-217	34	4	a	a	DET
agb-217	34	5	positive	positive	ADJ
agb-217	34	6	effect	effect	NOUN
agb-217	34	7	on	on	ADP
agb-217	34	8	aphid	aphid	NOUN
agb-217	34	9	populations	population	NOUN
agb-217	34	10	until	until	SCONJ
agb-217	34	11	a	a	DET
agb-217	34	12	critical	critical	ADJ
agb-217	34	13	temperature	temperature	NOUN
agb-217	34	14	of	of	ADP
agb-217	34	15	35	35	NUM
agb-217	34	16	°	°	NOUN
agb-217	34	17	c	c	NOUN
agb-217	34	18	is	be	AUX
agb-217	34	19	reached	reach	VERB
agb-217	34	20	,	,	PUNCT
agb-217	34	21	while	while	SCONJ
agb-217	34	22	rainfall	rainfall	NOUN
agb-217	34	23	has	have	VERB
agb-217	34	24	a	a	DET
agb-217	34	25	negative	negative	ADJ
agb-217	34	26	effect	effect	NOUN
agb-217	34	27	on	on	ADP
agb-217	34	28	sca	sca	PROPN
agb-217	34	29	survival	survival	PROPN
agb-217	34	30	(	(	PUNCT
agb-217	34	31	mann	mann	PROPN
agb-217	34	32	et	et	PROPN
agb-217	34	33	al	al	PROPN
agb-217	34	34	.	.	PROPN
agb-217	34	35	,	,	PUNCT
agb-217	34	36	1995	1995	NUM
agb-217	34	37	)	)	PUNCT
agb-217	34	38	.	.	PUNCT
agb-217	35	1	rainfall	rainfall	NOUN
agb-217	35	2	also	also	ADV
agb-217	35	3	removes	remove	VERB
agb-217	35	4	aphids	aphid	NOUN
agb-217	35	5	from	from	ADP
agb-217	35	6	host	host	NOUN
agb-217	35	7	plants	plant	NOUN
agb-217	35	8	and	and	CCONJ
agb-217	35	9	makes	make	VERB
agb-217	35	10	sca	sca	PROPN
agb-217	35	11	more	more	ADV
agb-217	35	12	vulnerable	vulnerable	ADJ
agb-217	35	13	to	to	ADP
agb-217	35	14	predators	predator	NOUN
agb-217	35	15	(	(	PUNCT
agb-217	35	16	cocu	cocu	NOUN
agb-217	35	17	et	et	NOUN
agb-217	35	18	al	al	PROPN
agb-217	35	19	.	.	PROPN
agb-217	35	20	,	,	PUNCT
agb-217	35	21	2005	2005	NUM
agb-217	35	22	;	;	PUNCT
agb-217	35	23	klueken	klueken	PROPN
agb-217	35	24	et	et	PROPN
agb-217	35	25	al	al	PROPN
agb-217	35	26	.	.	PROPN
agb-217	35	27	,	,	PUNCT
agb-217	35	28	2009	2009	NUM
agb-217	35	29	)	)	PUNCT
agb-217	35	30	.	.	PUNCT
agb-217	36	1	sca	sca	PROPN
agb-217	36	2	infestation	infestation	NOUN
agb-217	36	3	of	of	ADP
agb-217	36	4	sorghum	sorghum	NOUN
agb-217	36	5	may	may	AUX
agb-217	36	6	be	be	AUX
agb-217	36	7	most	most	ADV
agb-217	36	8	severe	severe	ADJ
agb-217	36	9	during	during	ADP
agb-217	36	10	the	the	DET
agb-217	36	11	late	late	ADJ
agb-217	36	12	sorghum	sorghum	NOUN
agb-217	36	13	growth	growth	NOUN
agb-217	36	14	phase	phase	NOUN
agb-217	36	15	due	due	ADJ
agb-217	36	16	to	to	PART
agb-217	36	17	plant	plant	NOUN
agb-217	36	18	stress	stress	NOUN
agb-217	36	19	caused	cause	VERB
agb-217	36	20	by	by	ADP
agb-217	36	21	drought	drought	NOUN
agb-217	36	22	.	.	PUNCT
agb-217	37	1	sca	sca	PROPN
agb-217	37	2	colonies	colony	NOUN
agb-217	37	3	increase	increase	VERB
agb-217	37	4	rapidly	rapidly	ADV
agb-217	37	5	after	after	ADP
agb-217	37	6	the	the	DET
agb-217	37	7	piping	piping	NOUN
agb-217	37	8	stage	stage	NOUN
agb-217	37	9	(	(	PUNCT
agb-217	37	10	the	the	DET
agb-217	37	11	extrusion	extrusion	NOUN
agb-217	37	12	of	of	ADP
agb-217	37	13	tailpipe	tailpipe	NOUN
agb-217	37	14	-	-	PUNCT
agb-217	37	15	like	like	ADJ
agb-217	37	16	appendages	appendage	NOUN
agb-217	37	17	)	)	PUNCT
agb-217	37	18	(	(	PUNCT
agb-217	37	19	van	van	NOUN
agb-217	37	20	rensburg	rensburg	PROPN
agb-217	37	21	,	,	PUNCT
agb-217	37	22	1973	1973	NUM
agb-217	37	23	)	)	PUNCT
agb-217	37	24	.	.	PUNCT
agb-217	38	1	sca	sca	PROPN
agb-217	38	2	populations	population	NOUN
agb-217	38	3	on	on	ADP
agb-217	38	4	a	a	DET
agb-217	38	5	single	single	ADJ
agb-217	38	6	plant	plant	NOUN
agb-217	38	7	may	may	AUX
agb-217	38	8	reach	reach	VERB
agb-217	38	9	as	as	ADV
agb-217	38	10	much	much	ADJ
agb-217	38	11	as	as	ADP
agb-217	38	12	30,000	30,000	NUM
agb-217	38	13	individuals	individual	NOUN
agb-217	38	14	(	(	PUNCT
agb-217	38	15	setokuchi	setokuchi	NOUN
agb-217	38	16	,	,	PUNCT
agb-217	38	17	1976	1976	NUM
agb-217	38	18	)	)	PUNCT
agb-217	38	19	.	.	PUNCT
agb-217	39	1	mailto:dayton.lambert@okstate.edu	mailto:dayton.lambert@okstate.edu	PROPN
agb-217	39	2	agbioforum	agbioforum	NOUN
agb-217	39	3	,	,	PUNCT
agb-217	39	4	25(1	25(1	NUM
agb-217	39	5	)	)	PUNCT
agb-217	39	6	,	,	PUNCT
agb-217	39	7	2023	2023	NUM
agb-217	39	8	|	|	ADV
agb-217	40	1	119	119	NUM
agb-217	40	2	lee	lee	PROPN
agb-217	40	3	,	,	PUNCT
agb-217	40	4	vitale	vitale	PROPN
agb-217	40	5	,	,	PUNCT
agb-217	40	6	lambert	lambert	PROPN
agb-217	40	7	—	—	PUNCT
agb-217	40	8	weather	weather	NOUN
agb-217	40	9	and	and	CCONJ
agb-217	40	10	geographic	geographic	ADJ
agb-217	40	11	effects	effect	NOUN
agb-217	40	12	on	on	ADP
agb-217	40	13	sugarcane	sugarcane	NOUN
agb-217	40	14	aphid	aphid	NOUN
agb-217	40	15	migration	migration	NOUN
agb-217	40	16	3	3	NUM
agb-217	40	17	.	.	PUNCT
agb-217	40	18	methods	method	NOUN
agb-217	40	19	and	and	CCONJ
agb-217	40	20	procedures	procedure	NOUN
agb-217	40	21	3.1	3.1	NUM
agb-217	40	22	time	time	NOUN
agb-217	40	23	-	-	PUNCT
agb-217	40	24	to	to	ADP
agb-217	40	25	-	-	PUNCT
agb-217	40	26	infestation	infestation	NOUN
agb-217	40	27	curves	curve	NOUN
agb-217	40	28	time	time	NOUN
agb-217	40	29	-	-	PUNCT
agb-217	40	30	to	to	ADP
agb-217	40	31	-	-	PUNCT
agb-217	40	32	infestation	infestation	NOUN
agb-217	40	33	curves	curve	NOUN
agb-217	40	34	depict	depict	VERB
agb-217	40	35	the	the	DET
agb-217	40	36	probability	probability	NOUN
agb-217	40	37	of	of	ADP
agb-217	40	38	a	a	DET
agb-217	40	39	sorghum	sorghum	NOUN
agb-217	40	40	field	field	NOUN
agb-217	40	41	becoming	becoming	AUX
agb-217	40	42	infested	infest	VERB
agb-217	40	43	over	over	ADP
agb-217	40	44	some	some	DET
agb-217	40	45	period	period	NOUN
agb-217	40	46	.	.	PUNCT
agb-217	41	1	there	there	PRON
agb-217	41	2	are	be	VERB
agb-217	41	3	no	no	DET
agb-217	41	4	previous	previous	ADJ
agb-217	41	5	studies	study	NOUN
agb-217	41	6	analyzing	analyze	VERB
agb-217	41	7	the	the	DET
agb-217	41	8	relationship	relationship	NOUN
agb-217	41	9	between	between	ADP
agb-217	41	10	winged	wing	VERB
agb-217	41	11	and	and	CCONJ
agb-217	41	12	un	un	ADJ
agb-217	41	13	-	-	ADJ
agb-217	41	14	winged	wing	VERB
agb-217	41	15	sca	sca	PROPN
agb-217	41	16	populations	population	NOUN
agb-217	41	17	and	and	CCONJ
agb-217	41	18	the	the	DET
agb-217	41	19	likelihood	likelihood	NOUN
agb-217	41	20	of	of	ADP
agb-217	41	21	a	a	DET
agb-217	41	22	field	field	NOUN
agb-217	41	23	becoming	becoming	AUX
agb-217	41	24	infested	infest	VERB
agb-217	41	25	.	.	PUNCT
agb-217	42	1	winged	wing	VERB
agb-217	42	2	individuals	individual	NOUN
agb-217	42	3	are	be	AUX
agb-217	42	4	relatively	relatively	ADV
agb-217	42	5	more	more	ADV
agb-217	42	6	resistant	resistant	ADJ
agb-217	42	7	to	to	ADP
agb-217	42	8	starvation	starvation	NOUN
agb-217	42	9	(	(	PUNCT
agb-217	42	10	noda	noda	PROPN
agb-217	42	11	,	,	PUNCT
agb-217	42	12	1960	1960	NUM
agb-217	42	13	)	)	PUNCT
agb-217	42	14	,	,	PUNCT
agb-217	42	15	have	have	VERB
agb-217	42	16	a	a	DET
agb-217	42	17	longer	long	ADJ
agb-217	42	18	reproductive	reproductive	ADJ
agb-217	42	19	period	period	NOUN
agb-217	42	20	,	,	PUNCT
agb-217	42	21	and	and	CCONJ
agb-217	42	22	live	live	VERB
agb-217	42	23	longer	long	ADV
agb-217	42	24	(	(	PUNCT
agb-217	42	25	tsuji	tsuji	PROPN
agb-217	42	26	&	&	CCONJ
agb-217	42	27	kawada	kawada	PROPN
agb-217	42	28	,	,	PUNCT
agb-217	42	29	1987	1987	NUM
agb-217	42	30	;	;	PUNCT
agb-217	42	31	tsumuki	tsumuki	PROPN
agb-217	42	32	et	et	PROPN
agb-217	42	33	al	al	PROPN
agb-217	42	34	.	.	PROPN
agb-217	42	35	,	,	PUNCT
agb-217	42	36	1990	1990	NUM
agb-217	42	37	)	)	PUNCT
agb-217	42	38	.	.	PUNCT
agb-217	43	1	these	these	DET
agb-217	43	2	factors	factor	NOUN
agb-217	43	3	are	be	AUX
agb-217	43	4	hypothesized	hypothesize	VERB
agb-217	43	5	positively	positively	ADV
agb-217	43	6	affect	affect	VERB
agb-217	43	7	the	the	DET
agb-217	43	8	likelihood	likelihood	NOUN
agb-217	43	9	of	of	ADP
agb-217	43	10	migration	migration	NOUN
agb-217	43	11	and	and	CCONJ
agb-217	43	12	field	field	NOUN
agb-217	43	13	infestation	infestation	NOUN
agb-217	43	14	.	.	PUNCT
agb-217	44	1	the	the	DET
agb-217	44	2	expected	expect	VERB
agb-217	44	3	result	result	NOUN
agb-217	44	4	is	be	AUX
agb-217	44	5	that	that	SCONJ
agb-217	44	6	there	there	PRON
agb-217	44	7	will	will	AUX
agb-217	44	8	be	be	AUX
agb-217	44	9	a	a	DET
agb-217	44	10	difference	difference	NOUN
agb-217	44	11	in	in	ADP
agb-217	44	12	the	the	DET
agb-217	44	13	infestation	infestation	NOUN
agb-217	44	14	curve	curve	NOUN
agb-217	44	15	according	accord	VERB
agb-217	44	16	to	to	ADP
agb-217	44	17	the	the	DET
agb-217	44	18	winged	wing	VERB
agb-217	44	19	/	/	SYM
agb-217	44	20	un	un	ADJ
agb-217	44	21	-	-	ADJ
agb-217	44	22	winged	wing	VERB
agb-217	44	23	ratios	ratio	NOUN
agb-217	44	24	.	.	PUNCT
agb-217	45	1	the	the	DET
agb-217	45	2	type	type	NOUN
agb-217	45	3	of	of	ADP
agb-217	45	4	infestation	infestation	NOUN
agb-217	45	5	(	(	PUNCT
agb-217	45	6	or	or	CCONJ
agb-217	45	7	‘	'	PUNCT
agb-217	45	8	hazard	hazard	NOUN
agb-217	45	9	’	'	PUNCT
agb-217	45	10	)	)	PUNCT
agb-217	45	11	curves	curve	NOUN
agb-217	45	12	used	use	VERB
agb-217	45	13	here	here	ADV
agb-217	45	14	require	require	VERB
agb-217	45	15	assigning	assign	VERB
agb-217	45	16	outcomes	outcome	NOUN
agb-217	45	17	to	to	PART
agb-217	45	18	discrete	discrete	VERB
agb-217	45	19	groups	group	NOUN
agb-217	45	20	(	(	PUNCT
agb-217	45	21	allison	allison	PROPN
agb-217	45	22	,	,	PUNCT
agb-217	45	23	2010	2010	NUM
agb-217	45	24	)	)	PUNCT
agb-217	45	25	.	.	PUNCT
agb-217	46	1	the	the	DET
agb-217	46	2	winged	wing	VERB
agb-217	46	3	/	/	SYM
agb-217	46	4	un	un	ADJ
agb-217	46	5	-	-	ADJ
agb-217	46	6	winged	winged	ADJ
agb-217	46	7	ratio	ratio	NOUN
agb-217	46	8	is	be	AUX
agb-217	46	9	categorized	categorize	VERB
agb-217	46	10	into	into	ADP
agb-217	46	11	a	a	DET
agb-217	46	12	‘	'	PUNCT
agb-217	46	13	high	high	ADJ
agb-217	46	14	’	'	PUNCT
agb-217	46	15	and	and	CCONJ
agb-217	46	16	‘	'	PUNCT
agb-217	46	17	low	low	ADJ
agb-217	46	18	’	'	PUNCT
agb-217	46	19	category	category	NOUN
agb-217	46	20	based	base	VERB
agb-217	46	21	on	on	ADP
agb-217	46	22	the	the	DET
agb-217	46	23	median	median	ADJ
agb-217	46	24	value	value	NOUN
agb-217	46	25	of	of	ADP
agb-217	46	26	1.4	1.4	NUM
agb-217	46	27	%	%	NOUN
agb-217	46	28	(	(	PUNCT
agb-217	46	29	the	the	DET
agb-217	46	30	un	un	ADJ
agb-217	46	31	-	-	ADJ
agb-217	46	32	winged	winged	ADJ
agb-217	46	33	/	/	SYM
agb-217	46	34	winged	wing	VERB
agb-217	46	35	ratio	ratio	NOUN
agb-217	46	36	)	)	PUNCT
agb-217	46	37	.	.	PUNCT
agb-217	47	1	for	for	ADP
agb-217	47	2	reference	reference	NOUN
agb-217	47	3	,	,	PUNCT
agb-217	47	4	the	the	DET
agb-217	47	5	number	number	NOUN
agb-217	47	6	of	of	ADP
agb-217	47	7	surveyed	survey	VERB
agb-217	47	8	fields	field	NOUN
agb-217	47	9	with	with	ADP
agb-217	47	10	the	the	DET
agb-217	47	11	number	number	NOUN
agb-217	47	12	of	of	ADP
agb-217	47	13	winged	wing	VERB
agb-217	47	14	alatae	alatae	ADV
agb-217	47	15	less	less	ADJ
agb-217	47	16	than	than	ADP
agb-217	47	17	1	1	NUM
agb-217	47	18	was	be	AUX
agb-217	47	19	34	34	NUM
agb-217	47	20	(	(	PUNCT
agb-217	47	21	97.1	97.1	NUM
agb-217	47	22	%	%	NOUN
agb-217	47	23	)	)	PUNCT
agb-217	47	24	,	,	PUNCT
agb-217	47	25	and	and	CCONJ
agb-217	47	26	the	the	DET
agb-217	47	27	number	number	NOUN
agb-217	47	28	of	of	ADP
agb-217	47	29	fields	field	NOUN
agb-217	47	30	with	with	ADP
agb-217	47	31	the	the	DET
agb-217	47	32	number	number	NOUN
agb-217	47	33	of	of	ADP
agb-217	47	34	wingless	wingless	NOUN
agb-217	47	35	alatae	alatae	NOUN
agb-217	47	36	was	be	AUX
agb-217	47	37	28	28	NUM
agb-217	47	38	(	(	PUNCT
agb-217	47	39	80	80	NUM
agb-217	47	40	%	%	NOUN
agb-217	47	41	)	)	PUNCT
agb-217	47	42	.	.	PUNCT
agb-217	48	1	the	the	DET
agb-217	48	2	number	number	NOUN
agb-217	48	3	of	of	ADP
agb-217	48	4	fields	field	NOUN
agb-217	48	5	with	with	ADP
agb-217	48	6	a	a	DET
agb-217	48	7	ratio	ratio	NOUN
agb-217	48	8	of	of	ADP
agb-217	48	9	0	0	NUM
agb-217	48	10	was	be	AUX
agb-217	48	11	14	14	NUM
agb-217	48	12	(	(	PUNCT
agb-217	48	13	40	40	NUM
agb-217	48	14	%	%	NOUN
agb-217	48	15	)	)	PUNCT
agb-217	48	16	,	,	PUNCT
agb-217	48	17	and	and	CCONJ
agb-217	48	18	the	the	DET
agb-217	48	19	number	number	NOUN
agb-217	48	20	of	of	ADP
agb-217	48	21	fields	field	NOUN
agb-217	48	22	with	with	ADP
agb-217	48	23	a	a	DET
agb-217	48	24	ratio	ratio	NOUN
agb-217	48	25	of	of	ADP
agb-217	48	26	0.1	0.1	NUM
agb-217	48	27	or	or	CCONJ
agb-217	48	28	less	less	ADJ
agb-217	48	29	was	be	AUX
agb-217	48	30	24	24	NUM
agb-217	48	31	(	(	PUNCT
agb-217	48	32	68.6	68.6	NUM
agb-217	48	33	%	%	NOUN
agb-217	48	34	)	)	PUNCT
agb-217	48	35	.	.	PUNCT
agb-217	49	1	regional	regional	ADJ
agb-217	49	2	differences	difference	NOUN
agb-217	49	3	in	in	ADP
agb-217	49	4	growing	grow	VERB
agb-217	49	5	conditions	condition	NOUN
agb-217	49	6	may	may	AUX
agb-217	49	7	also	also	ADV
agb-217	49	8	accelerate	accelerate	VERB
agb-217	49	9	or	or	CCONJ
agb-217	49	10	deter	deter	VERB
agb-217	49	11	sca	sca	PROPN
agb-217	49	12	infestation	infestation	NOUN
agb-217	49	13	.	.	PUNCT
agb-217	50	1	the	the	DET
agb-217	50	2	southwestern	southwestern	ADJ
agb-217	50	3	great	great	ADJ
agb-217	50	4	plains	plain	NOUN
agb-217	50	5	region	region	NOUN
agb-217	50	6	is	be	AUX
agb-217	50	7	a	a	DET
agb-217	50	8	direct	direct	ADJ
agb-217	50	9	route	route	NOUN
agb-217	50	10	for	for	ADP
agb-217	50	11	sca	sca	PROPN
agb-217	50	12	migration	migration	NOUN
agb-217	50	13	from	from	ADP
agb-217	50	14	texas	texas	PROPN
agb-217	50	15	northward	northward	ADV
agb-217	50	16	.	.	PUNCT
agb-217	51	1	the	the	DET
agb-217	51	2	likelihood	likelihood	NOUN
agb-217	51	3	a	a	DET
agb-217	51	4	field	field	NOUN
agb-217	51	5	becomes	become	VERB
agb-217	51	6	infested	infest	VERB
agb-217	51	7	more	more	ADV
agb-217	51	8	quickly	quickly	ADV
agb-217	51	9	is	be	AUX
agb-217	51	10	expected	expect	VERB
agb-217	51	11	to	to	PART
agb-217	51	12	be	be	AUX
agb-217	51	13	relatively	relatively	ADV
agb-217	51	14	higher	high	ADJ
agb-217	51	15	in	in	ADP
agb-217	51	16	the	the	DET
agb-217	51	17	southwestern	southwestern	ADJ
agb-217	51	18	region	region	NOUN
agb-217	51	19	compared	compare	VERB
agb-217	51	20	to	to	ADP
agb-217	51	21	the	the	DET
agb-217	51	22	north	north	NOUN
agb-217	51	23	-	-	PUNCT
agb-217	51	24	central	central	ADJ
agb-217	51	25	and	and	CCONJ
agb-217	51	26	northwestern	northwestern	ADJ
agb-217	51	27	regions	region	NOUN
agb-217	51	28	of	of	ADP
agb-217	51	29	oklahoma	oklahoma	PROPN
agb-217	51	30	.	.	PUNCT
agb-217	52	1	thus	thus	ADV
agb-217	52	2	,	,	PUNCT
agb-217	52	3	time	time	NOUN
agb-217	52	4	-	-	PUNCT
agb-217	52	5	toinfestation	toinfestation	NOUN
agb-217	52	6	curves	curve	NOUN
agb-217	52	7	are	be	AUX
agb-217	52	8	estimated	estimate	VERB
agb-217	52	9	for	for	ADP
agb-217	52	10	each	each	DET
agb-217	52	11	region	region	NOUN
agb-217	52	12	.	.	PUNCT
agb-217	53	1	inter	inter	ADJ
agb-217	53	2	-	-	ADJ
agb-217	53	3	field	field	ADJ
agb-217	53	4	distance	distance	NOUN
agb-217	53	5	is	be	AUX
agb-217	53	6	also	also	ADV
agb-217	53	7	expected	expect	VERB
agb-217	53	8	to	to	PART
agb-217	53	9	influence	influence	VERB
agb-217	53	10	the	the	DET
agb-217	53	11	likelihood	likelihood	NOUN
agb-217	53	12	a	a	DET
agb-217	53	13	field	field	NOUN
agb-217	53	14	is	be	AUX
agb-217	53	15	infested	infest	VERB
agb-217	53	16	by	by	ADP
agb-217	53	17	sca	sca	PROPN
agb-217	53	18	.	.	PUNCT
agb-217	54	1	a	a	DET
agb-217	54	2	time	time	NOUN
agb-217	54	3	-	-	PUNCT
agb-217	54	4	to	to	ADP
agb-217	54	5	-	-	PUNCT
agb-217	54	6	infestation	infestation	NOUN
agb-217	54	7	curve	curve	NOUN
agb-217	54	8	is	be	AUX
agb-217	54	9	generated	generate	VERB
agb-217	54	10	for	for	ADP
agb-217	54	11	each	each	PRON
agb-217	54	12	of	of	ADP
agb-217	54	13	the	the	DET
agb-217	54	14	four	four	NUM
agb-217	54	15	distance	distance	NOUN
agb-217	54	16	variables	variable	NOUN
agb-217	54	17	.	.	PUNCT
agb-217	55	1	inter	inter	ADJ
agb-217	55	2	-	-	ADJ
agb-217	55	3	field	field	ADJ
agb-217	55	4	distance	distance	NOUN
agb-217	55	5	was	be	AUX
agb-217	55	6	classified	classify	VERB
agb-217	55	7	into	into	ADP
agb-217	55	8	‘	'	PUNCT
agb-217	55	9	closer	close	ADJ
agb-217	55	10	’	'	PUNCT
agb-217	55	11	and	and	CCONJ
agb-217	55	12	‘	'	PUNCT
agb-217	55	13	more	more	ADV
agb-217	55	14	distant	distant	ADJ
agb-217	55	15	’	'	PUNCT
agb-217	55	16	fields	field	NOUN
agb-217	55	17	using	use	VERB
agb-217	55	18	the	the	DET
agb-217	55	19	mean	mean	ADJ
agb-217	55	20	values	value	NOUN
agb-217	55	21	of	of	ADP
agb-217	55	22	the	the	DET
agb-217	55	23	distances	distance	NOUN
agb-217	55	24	as	as	ADP
agb-217	55	25	an	an	DET
agb-217	55	26	arbitrary	arbitrary	ADJ
agb-217	55	27	cut	cut	NOUN
agb-217	55	28	-	-	PUNCT
agb-217	55	29	off	off	NOUN
agb-217	55	30	.	.	PUNCT
agb-217	56	1	the	the	DET
agb-217	56	2	fact	fact	NOUN
agb-217	56	3	that	that	SCONJ
agb-217	56	4	sca	sca	PROPN
agb-217	56	5	(	(	PUNCT
agb-217	56	6	especially	especially	ADV
agb-217	56	7	winged	wing	VERB
agb-217	56	8	sca	sca	PROPN
agb-217	56	9	)	)	PUNCT
agb-217	56	10	migrate	migrate	VERB
agb-217	56	11	over	over	ADP
agb-217	56	12	long	long	ADJ
agb-217	56	13	distances	distance	NOUN
agb-217	56	14	and	and	CCONJ
agb-217	56	15	can	can	AUX
agb-217	56	16	cause	cause	VERB
agb-217	56	17	rapid	rapid	ADJ
agb-217	56	18	diffusion	diffusion	NOUN
agb-217	56	19	(	(	PUNCT
agb-217	56	20	suarez	suarez	PROPN
agb-217	56	21	,	,	PUNCT
agb-217	56	22	holway	holway	NOUN
agb-217	56	23	,	,	PUNCT
agb-217	56	24	&	&	CCONJ
agb-217	56	25	case	case	NOUN
agb-217	56	26	,	,	PUNCT
agb-217	56	27	2001	2001	NUM
agb-217	56	28	)	)	PUNCT
agb-217	56	29	supports	support	VERB
agb-217	56	30	the	the	DET
agb-217	56	31	assumption	assumption	NOUN
agb-217	56	32	that	that	SCONJ
agb-217	56	33	there	there	PRON
agb-217	56	34	is	be	VERB
agb-217	56	35	a	a	DET
agb-217	56	36	difference	difference	NOUN
agb-217	56	37	in	in	ADP
agb-217	56	38	the	the	DET
agb-217	56	39	hazard	hazard	NOUN
agb-217	56	40	of	of	ADP
agb-217	56	41	infestation	infestation	NOUN
agb-217	56	42	according	accord	VERB
agb-217	56	43	to	to	ADP
agb-217	56	44	field	field	NOUN
agb-217	56	45	proximity	proximity	NOUN
agb-217	56	46	.	.	PUNCT
agb-217	57	1	the	the	DET
agb-217	57	2	mean	mean	ADJ
agb-217	57	3	values	value	NOUN
agb-217	57	4	of	of	ADP
agb-217	57	5	each	each	DET
agb-217	57	6	distance	distance	NOUN
agb-217	57	7	covariate	covariate	NOUN
agb-217	57	8	are	be	AUX
agb-217	57	9	207.6	207.6	NUM
agb-217	57	10	miles	mile	NOUN
agb-217	57	11	(	(	PUNCT
agb-217	57	12	distance	distance	NOUN
agb-217	57	13	between	between	ADP
agb-217	57	14	the	the	DET
agb-217	57	15	last	last	ADJ
agb-217	57	16	infested	infested	ADJ
agb-217	57	17	sorghum	sorghum	NOUN
agb-217	57	18	field	field	NOUN
agb-217	57	19	in	in	ADP
agb-217	57	20	texas	texas	PROPN
agb-217	57	21	and	and	CCONJ
agb-217	57	22	all	all	DET
agb-217	57	23	oklahoma	oklahoma	PROPN
agb-217	57	24	sorghum	sorghum	NOUN
agb-217	57	25	fields	field	NOUN
agb-217	57	26	)	)	PUNCT
agb-217	57	27	,	,	PUNCT
agb-217	57	28	116.86	116.86	NUM
agb-217	57	29	miles	mile	NOUN
agb-217	57	30	(	(	PUNCT
agb-217	57	31	distance	distance	NOUN
agb-217	57	32	between	between	ADP
agb-217	57	33	the	the	DET
agb-217	57	34	first	first	ADJ
agb-217	57	35	sorghum	sorghum	NOUN
agb-217	57	36	field	field	NOUN
agb-217	57	37	infested	infest	VERB
agb-217	57	38	in	in	ADP
agb-217	57	39	oklahoma	oklahoma	PROPN
agb-217	57	40	and	and	CCONJ
agb-217	57	41	to	to	ADP
agb-217	57	42	all	all	DET
agb-217	57	43	other	other	ADJ
agb-217	57	44	fields	field	NOUN
agb-217	57	45	in	in	ADP
agb-217	57	46	oklahoma	oklahoma	PROPN
agb-217	57	47	)	)	PUNCT
agb-217	57	48	,	,	PUNCT
agb-217	57	49	39.67	39.67	NUM
agb-217	57	50	miles	mile	NOUN
agb-217	57	51	(	(	PUNCT
agb-217	57	52	distance	distance	NOUN
agb-217	57	53	between	between	ADP
agb-217	57	54	the	the	DET
agb-217	57	55	first	first	ADJ
agb-217	57	56	infested	infested	ADJ
agb-217	57	57	field	field	NOUN
agb-217	57	58	in	in	ADP
agb-217	57	59	a	a	DET
agb-217	57	60	region	region	NOUN
agb-217	57	61	to	to	ADP
agb-217	57	62	other	other	ADJ
agb-217	57	63	fields	field	NOUN
agb-217	57	64	in	in	ADP
agb-217	57	65	the	the	DET
agb-217	57	66	same	same	ADJ
agb-217	57	67	region	region	NOUN
agb-217	57	68	)	)	PUNCT
agb-217	57	69	,	,	PUNCT
agb-217	57	70	and	and	CCONJ
agb-217	57	71	43.76	43.76	NUM
agb-217	57	72	miles	mile	NOUN
agb-217	57	73	(	(	PUNCT
agb-217	57	74	distance	distance	NOUN
agb-217	57	75	between	between	ADP
agb-217	57	76	temporally	temporally	ADV
agb-217	57	77	consecutive	consecutive	ADJ
agb-217	57	78	infested	infested	ADJ
agb-217	57	79	fields	field	NOUN
agb-217	57	80	)	)	PUNCT
agb-217	57	81	are	be	AUX
agb-217	57	82	used	use	VERB
agb-217	57	83	to	to	ADP
agb-217	57	84	group	group	NOUN
agb-217	57	85	observations	observation	NOUN
agb-217	57	86	into	into	ADP
agb-217	57	87	‘	'	PUNCT
agb-217	57	88	low	low	ADJ
agb-217	57	89	’	'	PUNCT
agb-217	57	90	and	and	CCONJ
agb-217	57	91	‘	'	PUNCT
agb-217	57	92	high	high	ADJ
agb-217	57	93	’	'	PUNCT
agb-217	57	94	wing	wing	NOUN
agb-217	57	95	classes	class	NOUN
agb-217	57	96	.	.	PUNCT
agb-217	58	1	the	the	DET
agb-217	58	2	null	null	ADJ
agb-217	58	3	hypothesis	hypothesis	NOUN
agb-217	58	4	is	be	AUX
agb-217	58	5	that	that	SCONJ
agb-217	58	6	the	the	DET
agb-217	58	7	distributions	distribution	NOUN
agb-217	58	8	of	of	ADP
agb-217	58	9	the	the	DET
agb-217	58	10	infestation	infestation	NOUN
agb-217	58	11	curves	curve	NOUN
agb-217	58	12	for	for	ADP
agb-217	58	13	each	each	DET
agb-217	58	14	group	group	NOUN
agb-217	58	15	(	(	PUNCT
agb-217	58	16	‘	'	PUNCT
agb-217	58	17	low	low	ADJ
agb-217	58	18	’	'	PUNCT
agb-217	58	19	and	and	CCONJ
agb-217	58	20	‘	'	PUNCT
agb-217	58	21	high	high	ADJ
agb-217	58	22	’	'	PUNCT
agb-217	58	23	)	)	PUNCT
agb-217	58	24	are	be	AUX
agb-217	58	25	not	not	PART
agb-217	58	26	different	different	ADJ
agb-217	58	27	.	.	PUNCT
agb-217	59	1	3.2	3.2	NUM
agb-217	59	2	proportional	proportional	ADJ
agb-217	59	3	hazard	hazard	NOUN
agb-217	59	4	model	model	NOUN
agb-217	59	5	in	in	ADP
agb-217	59	6	addition	addition	NOUN
agb-217	59	7	to	to	ADP
agb-217	59	8	the	the	DET
agb-217	59	9	univariate	univariate	ADJ
agb-217	59	10	comparisons	comparison	NOUN
agb-217	59	11	of	of	ADP
agb-217	59	12	time	time	NOUN
agb-217	59	13	-	-	PUNCT
agb-217	59	14	toinfestation	toinfestation	NOUN
agb-217	59	15	curves	curve	NOUN
agb-217	59	16	,	,	PUNCT
agb-217	59	17	a	a	DET
agb-217	59	18	proportional	proportional	ADJ
agb-217	59	19	hazard	hazard	NOUN
agb-217	59	20	model	model	NOUN
agb-217	59	21	(	(	PUNCT
agb-217	59	22	phm	phm	PROPN
agb-217	59	23	,	,	PUNCT
agb-217	59	24	(	(	PUNCT
agb-217	59	25	cox	cox	PROPN
agb-217	59	26	,	,	PUNCT
agb-217	59	27	1972	1972	NUM
agb-217	59	28	)	)	PUNCT
agb-217	59	29	)	)	PUNCT
agb-217	59	30	is	be	AUX
agb-217	59	31	used	use	VERB
agb-217	59	32	to	to	PART
agb-217	59	33	determine	determine	VERB
agb-217	59	34	the	the	DET
agb-217	59	35	ceteris	ceteris	NOUN
agb-217	59	36	paribus	paribus	ADJ
agb-217	59	37	effects	effect	NOUN
agb-217	59	38	of	of	ADP
agb-217	59	39	covariates	covariate	NOUN
agb-217	59	40	on	on	ADP
agb-217	59	41	the	the	DET
agb-217	59	42	likelihood	likelihood	NOUN
agb-217	59	43	of	of	ADP
agb-217	59	44	a	a	DET
agb-217	59	45	field	field	NOUN
agb-217	59	46	being	be	AUX
agb-217	59	47	infested	infest	VERB
agb-217	59	48	by	by	ADP
agb-217	59	49	sca	sca	PROPN
agb-217	59	50	(	(	PUNCT
agb-217	59	51	allison	allison	PROPN
agb-217	59	52	,	,	PUNCT
agb-217	59	53	2010	2010	NUM
agb-217	59	54	)	)	PUNCT
agb-217	59	55	.	.	PUNCT
agb-217	60	1	phm	phm	PROPN
agb-217	60	2	model	model	NOUN
agb-217	60	3	the	the	DET
agb-217	60	4	likelihood	likelihood	NOUN
agb-217	60	5	of	of	ADP
agb-217	60	6	a	a	DET
agb-217	60	7	hazardous	hazardous	ADJ
agb-217	60	8	event	event	NOUN
agb-217	60	9	occurring	occur	VERB
agb-217	60	10	as	as	ADP
agb-217	60	11	a	a	DET
agb-217	60	12	censored	censored	ADJ
agb-217	60	13	outcome	outcome	NOUN
agb-217	60	14	(	(	PUNCT
agb-217	60	15	george	george	PROPN
agb-217	60	16	,	,	PUNCT
agb-217	60	17	seals	seal	NOUN
agb-217	60	18	,	,	PUNCT
agb-217	60	19	&	&	CCONJ
agb-217	60	20	aban	aban	PROPN
agb-217	60	21	,	,	PUNCT
agb-217	60	22	2014	2014	NUM
agb-217	60	23	)	)	PUNCT
agb-217	60	24	.	.	PUNCT
agb-217	61	1	censoring	censor	VERB
agb-217	61	2	occurs	occur	VERB
agb-217	61	3	when	when	SCONJ
agb-217	61	4	an	an	DET
agb-217	61	5	event	event	NOUN
agb-217	61	6	is	be	AUX
agb-217	61	7	unobserved	unobserved	ADJ
agb-217	61	8	before	before	SCONJ
agb-217	61	9	the	the	DET
agb-217	61	10	study	study	NOUN
agb-217	61	11	terminates	terminate	VERB
agb-217	61	12	.	.	PUNCT
agb-217	62	1	for	for	ADP
agb-217	62	2	the	the	DET
agb-217	62	3	data	data	NOUN
agb-217	62	4	collection	collection	NOUN
agb-217	62	5	period	period	NOUN
agb-217	62	6	of	of	ADP
agb-217	62	7	this	this	DET
agb-217	62	8	research	research	NOUN
agb-217	62	9	,	,	PUNCT
agb-217	62	10	the	the	DET
agb-217	62	11	first	first	ADJ
agb-217	62	12	observation	observation	NOUN
agb-217	62	13	date	date	NOUN
agb-217	62	14	is	be	AUX
agb-217	62	15	the	the	DET
agb-217	62	16	left	left	ADJ
agb-217	62	17	censoring	censor	VERB
agb-217	62	18	date	date	NOUN
agb-217	62	19	,	,	PUNCT
agb-217	62	20	and	and	CCONJ
agb-217	62	21	october	october	PROPN
agb-217	62	22	16	16	NUM
agb-217	62	23	the	the	DET
agb-217	62	24	right	right	ADJ
agb-217	62	25	censoring	censor	VERB
agb-217	62	26	date	date	NOUN
agb-217	62	27	.	.	PUNCT
agb-217	63	1	there	there	PRON
agb-217	63	2	were	be	VERB
agb-217	63	3	12	12	NUM
agb-217	63	4	right	right	ADV
agb-217	63	5	-	-	PUNCT
agb-217	63	6	censored	censor	VERB
agb-217	63	7	(	(	PUNCT
agb-217	63	8	uninfested	uninfested	ADJ
agb-217	63	9	)	)	PUNCT
agb-217	63	10	fields	field	NOUN
agb-217	63	11	observed	observe	VERB
agb-217	63	12	over	over	ADP
agb-217	63	13	the	the	DET
agb-217	63	14	139	139	NUM
agb-217	63	15	days	day	NOUN
agb-217	63	16	of	of	ADP
agb-217	63	17	data	data	NOUN
agb-217	63	18	collection	collection	NOUN
agb-217	63	19	.	.	PUNCT
agb-217	64	1	in	in	ADP
agb-217	64	2	oklahoma	oklahoma	PROPN
agb-217	64	3	,	,	PUNCT
agb-217	64	4	sorghum	sorghum	NOUN
agb-217	64	5	planting	planting	NOUN
agb-217	64	6	occurs	occur	VERB
agb-217	64	7	between	between	ADP
agb-217	64	8	april	april	PROPN
agb-217	64	9	to	to	ADP
agb-217	64	10	july	july	PROPN
agb-217	64	11	with	with	ADP
agb-217	64	12	harvest	harvest	NOUN
agb-217	64	13	following	follow	VERB
agb-217	64	14	in	in	ADP
agb-217	64	15	september	september	PROPN
agb-217	64	16	to	to	ADP
agb-217	64	17	november	november	PROPN
agb-217	64	18	(	(	PUNCT
agb-217	64	19	hawkins	hawkin	NOUN
agb-217	64	20	et	et	NOUN
agb-217	64	21	al	al	PROPN
agb-217	64	22	.	.	PROPN
agb-217	64	23	,	,	PUNCT
agb-217	64	24	2004	2004	NUM
agb-217	64	25	)	)	PUNCT
agb-217	64	26	.	.	PUNCT
agb-217	65	1	infestation	infestation	NOUN
agb-217	65	2	can	can	AUX
agb-217	65	3	occur	occur	VERB
agb-217	65	4	on	on	ADP
agb-217	65	5	multiple	multiple	ADJ
agb-217	65	6	sorghum	sorghum	NOUN
agb-217	65	7	fields	field	NOUN
agb-217	65	8	during	during	ADP
agb-217	65	9	this	this	DET
agb-217	65	10	period	period	NOUN
agb-217	65	11	.	.	PUNCT
agb-217	66	1	this	this	PRON
agb-217	66	2	means	mean	VERB
agb-217	66	3	that	that	SCONJ
agb-217	66	4	uninfected	uninfected	ADJ
agb-217	66	5	fields	field	NOUN
agb-217	66	6	in	in	ADP
agb-217	66	7	the	the	DET
agb-217	66	8	north	north	NOUN
agb-217	66	9	-	-	PUNCT
agb-217	66	10	central	central	ADJ
agb-217	66	11	and	and	CCONJ
agb-217	66	12	northwestern	northwestern	ADJ
agb-217	66	13	regions	region	NOUN
agb-217	66	14	may	may	AUX
agb-217	66	15	be	be	AUX
agb-217	66	16	leftor	leftor	ADJ
agb-217	66	17	right	right	ADV
agb-217	66	18	-	-	PUNCT
agb-217	66	19	censored	censored	ADJ
agb-217	66	20	because	because	SCONJ
agb-217	66	21	sca	sca	PROPN
agb-217	66	22	migrate	migrate	VERB
agb-217	66	23	south	south	ADV
agb-217	66	24	to	to	ADP
agb-217	66	25	north	north	NOUN
agb-217	66	26	.	.	PUNCT
agb-217	67	1	infestation	infestation	NOUN
agb-217	67	2	is	be	AUX
agb-217	67	3	also	also	ADV
agb-217	67	4	less	less	ADV
agb-217	67	5	likely	likely	ADJ
agb-217	67	6	to	to	PART
agb-217	67	7	occur	occur	VERB
agb-217	67	8	earlier	early	ADV
agb-217	67	9	than	than	ADP
agb-217	67	10	the	the	DET
agb-217	67	11	left	left	ADV
agb-217	67	12	-	-	PUNCT
agb-217	67	13	censoring	censor	VERB
agb-217	67	14	date	date	NOUN
agb-217	67	15	of	of	ADP
agb-217	67	16	may	may	PROPN
agb-217	67	17	31	31	NUM
agb-217	67	18	.	.	PUNCT
agb-217	68	1	therefore	therefore	ADV
agb-217	68	2	,	,	PUNCT
agb-217	68	3	fields	field	NOUN
agb-217	68	4	where	where	SCONJ
agb-217	68	5	infestation	infestation	NOUN
agb-217	68	6	did	do	AUX
agb-217	68	7	not	not	PART
agb-217	68	8	occur	occur	VERB
agb-217	68	9	during	during	ADP
agb-217	68	10	the	the	DET
agb-217	68	11	data	data	NOUN
agb-217	68	12	collection	collection	NOUN
agb-217	68	13	period	period	NOUN
agb-217	68	14	are	be	AUX
agb-217	68	15	right	right	ADV
agb-217	68	16	-	-	PUNCT
agb-217	68	17	censored	censor	VERB
agb-217	68	18	.	.	PUNCT
agb-217	69	1	34	34	NUM
agb-217	69	2	fields	field	NOUN
agb-217	69	3	were	be	AUX
agb-217	69	4	infested	infest	VERB
agb-217	69	5	between	between	ADP
agb-217	69	6	31	31	NUM
agb-217	69	7	may	may	NOUN
agb-217	69	8	and	and	CCONJ
agb-217	69	9	16	16	NUM
agb-217	69	10	october	october	PROPN
agb-217	69	11	,	,	PUNCT
agb-217	69	12	and	and	CCONJ
agb-217	69	13	are	be	AUX
agb-217	69	14	recorded	record	VERB
agb-217	69	15	as	as	ADP
agb-217	69	16	interval	interval	NOUN
agb-217	69	17	-	-	PUNCT
agb-217	69	18	censored	censor	VERB
agb-217	69	19	observations	observation	NOUN
agb-217	69	20	.	.	PUNCT
agb-217	70	1	the	the	DET
agb-217	70	2	phm	phm	PROPN
agb-217	70	3	measures	measure	VERB
agb-217	70	4	the	the	DET
agb-217	70	5	hazard	hazard	NOUN
agb-217	70	6	of	of	ADP
agb-217	70	7	a	a	DET
agb-217	70	8	field	field	NOUN
agb-217	70	9	becoming	becoming	AUX
agb-217	70	10	infested	infest	VERB
agb-217	70	11	by	by	ADP
agb-217	70	12	sca	sca	PROPN
agb-217	70	13	on	on	ADP
agb-217	70	14	day	day	NOUN
agb-217	70	15	𝑡	𝑡	PROPN
agb-217	70	16	is	be	AUX
agb-217	70	17	ℎ(𝑡	ℎ(𝑡	PROPN
agb-217	70	18	)	)	PUNCT
agb-217	71	1	=	=	PRON
agb-217	71	2	𝑙𝑖𝑚	𝑙𝑖𝑚	VERB
agb-217	71	3	𝛥𝑡→0	𝛥𝑡→0	ADJ
agb-217	71	4	𝑃𝑟(𝑡	𝑃𝑟(𝑡	NOUN
agb-217	71	5	≤	≤	PUNCT
agb-217	71	6	𝑇	𝑇	PROPN
agb-217	71	7	<	<	X
agb-217	71	8	𝑡	𝑡	X
agb-217	71	9	+	+	X
agb-217	71	10	𝛥𝑡|𝑇	𝛥𝑡|𝑇	NUM
agb-217	71	11	≥	≥	NUM
agb-217	71	12	𝑡	𝑡	NOUN
agb-217	71	13	)	)	PUNCT
agb-217	72	1	𝛥𝑡	𝛥𝑡	PROPN
agb-217	72	2	,	,	PUNCT
agb-217	72	3	where	where	SCONJ
agb-217	72	4	ℎ(𝑡	ℎ(𝑡	PROPN
agb-217	72	5	)	)	PUNCT
agb-217	72	6	is	be	AUX
agb-217	72	7	the	the	DET
agb-217	72	8	infestation	infestation	NOUN
agb-217	72	9	hazard	hazard	NOUN
agb-217	72	10	and	and	CCONJ
agb-217	72	11	is	be	AUX
agb-217	72	12	a	a	DET
agb-217	72	13	function	function	NOUN
agb-217	72	14	of	of	ADP
agb-217	72	15	time	time	NOUN
agb-217	72	16	and	and	CCONJ
agb-217	72	17	𝛥𝑡	𝛥𝑡	PROPN
agb-217	72	18	is	be	AUX
agb-217	72	19	an	an	DET
agb-217	72	20	incremental	incremental	ADJ
agb-217	72	21	time	time	NOUN
agb-217	72	22	step	step	NOUN
agb-217	72	23	measured	measure	VERB
agb-217	72	24	in	in	ADP
agb-217	72	25	days	day	NOUN
agb-217	72	26	.	.	PUNCT
agb-217	73	1	the	the	DET
agb-217	73	2	phm	phm	PROPN
agb-217	73	3	assumes	assume	VERB
agb-217	73	4	the	the	DET
agb-217	73	5	effect	effect	NOUN
agb-217	73	6	of	of	ADP
agb-217	73	7	a	a	DET
agb-217	73	8	covariate	covariate	NOUN
agb-217	73	9	is	be	AUX
agb-217	73	10	multiplicative	multiplicative	ADJ
agb-217	73	11	with	with	ADP
agb-217	73	12	respect	respect	NOUN
agb-217	73	13	to	to	ADP
agb-217	73	14	the	the	DET
agb-217	73	15	hazard	hazard	NOUN
agb-217	73	16	rate	rate	NOUN
agb-217	73	17	.	.	PUNCT
agb-217	74	1	the	the	DET
agb-217	74	2	phm	phm	PROPN
agb-217	74	3	,	,	PUNCT
agb-217	74	4	including	include	VERB
agb-217	74	5	the	the	DET
agb-217	74	6	weather	weather	NOUN
agb-217	74	7	and	and	CCONJ
agb-217	74	8	geographic	geographic	ADJ
agb-217	74	9	instruments	instrument	NOUN
agb-217	74	10	,	,	PUNCT
agb-217	74	11	is	be	AUX
agb-217	74	12	:	:	PUNCT
agb-217	74	13	(	(	PUNCT
agb-217	74	14	1	1	NUM
agb-217	74	15	)	)	PUNCT
agb-217	74	16	ℎ𝑖(𝑡	ℎ𝑖(𝑡	PUNCT
agb-217	74	17	)	)	PUNCT
agb-217	74	18	=	=	SYM
agb-217	74	19	ℎ0(𝑡	ℎ0(𝑡	X
agb-217	74	20	)	)	PUNCT
agb-217	74	21	∙	∙	PROPN
agb-217	74	22	𝑒𝑥𝑝	𝑒𝑥𝑝	INTJ
agb-217	74	23	(	(	PUNCT
agb-217	74	24	𝛽1	𝛽1	NOUN
agb-217	74	25	∙	∙	PROPN
agb-217	74	26	𝑙𝑖	𝑙𝑖	PROPN
agb-217	74	27	𝑝	𝑝	NOUN
agb-217	74	28	+	+	CCONJ
agb-217	74	29	𝛽2	𝛽2	PROPN
agb-217	74	30	∙	∙	PROPN
agb-217	74	31	𝑙𝑖	𝑙𝑖	ADP
agb-217	74	32	𝑛	𝑛	PRON
agb-217	74	33	+	+	PROPN
agb-217	74	34	𝛽3	𝛽3	NOUN
agb-217	74	35	∙	∙	PROPN
agb-217	74	36	(	(	PUNCT
agb-217	74	37	𝑑𝑖	𝑑𝑖	PROPN
agb-217	74	38	1	1	NUM
agb-217	74	39	100	100	NUM
agb-217	74	40	)	)	PUNCT
agb-217	74	41	+	+	CCONJ
agb-217	75	1	𝛽4	𝛽4	PROPN
agb-217	75	2	∙	∙	PROPN
agb-217	75	3	(	(	PUNCT
agb-217	75	4	𝑑𝑖	𝑑𝑖	PROPN
agb-217	75	5	2	2	NUM
agb-217	75	6	100	100	NUM
agb-217	75	7	)	)	PUNCT
agb-217	75	8	+	+	CCONJ
agb-217	75	9	𝛽5	𝛽5	ADJ
agb-217	75	10	∙	∙	PROPN
agb-217	75	11	(	(	PUNCT
agb-217	75	12	𝑑𝑖	𝑑𝑖	PROPN
agb-217	75	13	3	3	NUM
agb-217	75	14	100	100	NUM
agb-217	75	15	)	)	PUNCT
agb-217	76	1	+	+	PUNCT
agb-217	76	2	𝛽6	𝛽6	NOUN
agb-217	76	3	∙	∙	PROPN
agb-217	76	4	(	(	PUNCT
agb-217	76	5	𝑑𝑖	𝑑𝑖	PROPN
agb-217	76	6	4	4	NUM
agb-217	76	7	100	100	NUM
agb-217	76	8	)	)	PUNCT
agb-217	77	1	+	+	CCONJ
agb-217	77	2	𝛽7	𝛽7	NOUN
agb-217	77	3	∙	∙	PROPN
agb-217	77	4	𝑡𝑎𝑖	𝑡𝑎𝑖	NOUN
agb-217	77	5	+	+	CCONJ
agb-217	77	6	𝛽8	𝛽8	PROPN
agb-217	77	7	∙	∙	PROPN
agb-217	77	8	𝑟𝑎𝑖	𝑟𝑎𝑖	X
agb-217	78	1	+	+	CCONJ
agb-217	78	2	𝛽9	𝛽9	ADJ
agb-217	78	3	∙	∙	NOUN
agb-217	78	4	𝑎𝑛𝑖	𝑎𝑛𝑖	NOUN
agb-217	78	5	+	+	CCONJ
agb-217	78	6	𝛽10	𝛽10	NUM
agb-217	78	7	∙	∙	PROPN
agb-217	78	8	𝑡𝑝𝑖	𝑡𝑝𝑖	NOUN
agb-217	78	9	+	+	CCONJ
agb-217	78	10	𝛽11	𝛽11	NOUN
agb-217	78	11	∙	∙	PROPN
agb-217	78	12	𝑤𝑖	𝑤𝑖	NUM
agb-217	78	13	)	)	PUNCT
agb-217	78	14	where	where	SCONJ
agb-217	78	15	ℎ0(𝑡	ℎ0(𝑡	X
agb-217	78	16	)	)	PUNCT
agb-217	78	17	is	be	AUX
agb-217	78	18	a	a	DET
agb-217	78	19	baseline	baseline	ADJ
agb-217	78	20	hazard	hazard	NOUN
agb-217	78	21	function	function	NOUN
agb-217	78	22	;	;	PUNCT
agb-217	78	23	and	and	CCONJ
agb-217	78	24	𝛃	𝛃	PROPN
agb-217	78	25	are	be	AUX
agb-217	78	26	parameters	parameter	NOUN
agb-217	78	27	to	to	PART
agb-217	78	28	be	be	AUX
agb-217	78	29	estimated	estimate	VERB
agb-217	78	30	.	.	PUNCT
agb-217	79	1	the	the	DET
agb-217	79	2	hazard	hazard	NOUN
agb-217	79	3	associated	associate	VERB
agb-217	79	4	with	with	ADP
agb-217	79	5	a	a	DET
agb-217	79	6	covariate	covariate	NOUN
agb-217	79	7	is	be	AUX
agb-217	79	8	a	a	DET
agb-217	79	9	log	log	NOUN
agb-217	79	10	odds	odd	NOUN
agb-217	79	11	ratio	ratio	NOUN
agb-217	79	12	.	.	PUNCT
agb-217	80	1	the	the	DET
agb-217	80	2	ratio	ratio	NOUN
agb-217	80	3	is	be	AUX
agb-217	80	4	calculated	calculate	VERB
agb-217	80	5	as	as	ADP
agb-217	80	6	the	the	DET
agb-217	80	7	exponential	exponential	NOUN
agb-217	80	8	of	of	ADP
agb-217	80	9	the	the	DET
agb-217	80	10	estimated	estimate	VERB
agb-217	80	11	coefficient	coefficient	NOUN
agb-217	80	12	.	.	PUNCT
agb-217	81	1	for	for	ADP
agb-217	81	2	dummy	dummy	ADJ
agb-217	81	3	variables	variable	NOUN
agb-217	81	4	,	,	PUNCT
agb-217	81	5	the	the	DET
agb-217	81	6	log	log	NOUN
agb-217	81	7	odds	odd	NOUN
agb-217	81	8	are	be	AUX
agb-217	81	9	interpreted	interpret	VERB
agb-217	81	10	as	as	ADP
agb-217	81	11	the	the	DET
agb-217	81	12	ratio	ratio	NOUN
agb-217	81	13	of	of	ADP
agb-217	81	14	the	the	DET
agb-217	81	15	hazard	hazard	NOUN
agb-217	81	16	for	for	ADP
agb-217	81	17	a	a	DET
agb-217	81	18	variable	variable	NOUN
agb-217	81	19	with	with	ADP
agb-217	81	20	a	a	DET
agb-217	81	21	value	value	NOUN
agb-217	81	22	of	of	ADP
agb-217	81	23	‘	'	PUNCT
agb-217	81	24	1	1	NUM
agb-217	81	25	’	'	PUNCT
agb-217	81	26	to	to	ADP
agb-217	81	27	the	the	DET
agb-217	81	28	hazard	hazard	NOUN
agb-217	81	29	for	for	ADP
agb-217	81	30	a	a	DET
agb-217	81	31	variable	variable	NOUN
agb-217	81	32	with	with	ADP
agb-217	81	33	a	a	DET
agb-217	81	34	value	value	NOUN
agb-217	81	35	of	of	ADP
agb-217	81	36	‘	'	PUNCT
agb-217	81	37	0	0	NUM
agb-217	81	38	’	'	PUNCT
agb-217	81	39	.	.	PUNCT
agb-217	82	1	that	that	PRON
agb-217	82	2	is	be	AUX
agb-217	82	3	,	,	PUNCT
agb-217	82	4	the	the	DET
agb-217	82	5	hazard	hazard	NOUN
agb-217	82	6	ratio	ratio	NOUN
agb-217	82	7	is	be	AUX
agb-217	82	8	the	the	DET
agb-217	82	9	difference	difference	NOUN
agb-217	82	10	in	in	ADP
agb-217	82	11	the	the	DET
agb-217	82	12	likelihood	likelihood	NOUN
agb-217	82	13	of	of	ADP
agb-217	82	14	becoming	become	VERB
agb-217	82	15	infested	infest	VERB
agb-217	82	16	(	(	PUNCT
agb-217	82	17	motulsky	motulsky	NOUN
agb-217	82	18	,	,	PUNCT
agb-217	82	19	2014	2014	NUM
agb-217	82	20	)	)	PUNCT
agb-217	82	21	.	.	PUNCT
agb-217	83	1	for	for	ADP
agb-217	83	2	continuous	continuous	ADJ
agb-217	83	3	covariates	covariate	NOUN
agb-217	83	4	,	,	PUNCT
agb-217	83	5	the	the	DET
agb-217	83	6	hazard	hazard	NOUN
agb-217	83	7	ratio	ratio	NOUN
agb-217	83	8	is	be	AUX
agb-217	83	9	the	the	DET
agb-217	83	10	change	change	NOUN
agb-217	83	11	in	in	ADP
agb-217	83	12	infestation	infestation	NOUN
agb-217	83	13	hazard	hazard	NOUN
agb-217	83	14	for	for	ADP
agb-217	83	15	an	an	DET
agb-217	83	16	increase	increase	NOUN
agb-217	83	17	of	of	ADP
agb-217	83	18	one	one	NUM
agb-217	83	19	-	-	PUNCT
agb-217	83	20	unit	unit	NOUN
agb-217	83	21	in	in	ADP
agb-217	83	22	a	a	DET
agb-217	83	23	covariate	covariate	NOUN
agb-217	83	24	(	(	PUNCT
agb-217	83	25	zwiener	zwiener	NOUN
agb-217	83	26	,	,	PUNCT
agb-217	83	27	blettner	blettner	NOUN
agb-217	83	28	,	,	PUNCT
agb-217	83	29	&	&	CCONJ
agb-217	83	30	hommel	hommel	PROPN
agb-217	83	31	,	,	PUNCT
agb-217	83	32	2011	2011	NUM
agb-217	83	33	)	)	PUNCT
agb-217	83	34	.	.	PUNCT
agb-217	84	1	the	the	DET
agb-217	84	2	percentage	percentage	NOUN
agb-217	84	3	change	change	NOUN
agb-217	84	4	in	in	ADP
agb-217	84	5	infestation	infestation	NOUN
agb-217	84	6	for	for	ADP
agb-217	84	7	every	every	DET
agb-217	84	8	oneunit	oneunit	ADJ
agb-217	84	9	increase	increase	NOUN
agb-217	84	10	in	in	ADP
agb-217	84	11	a	a	DET
agb-217	84	12	covariate	covariate	NOUN
agb-217	84	13	is	be	AUX
agb-217	84	14	the	the	DET
agb-217	84	15	exponentiated	exponentiated	ADJ
agb-217	84	16	coefficient	coefficient	NOUN
agb-217	84	17	less	less	ADJ
agb-217	84	18	‘	'	PUNCT
agb-217	84	19	1	1	NUM
agb-217	84	20	’	'	PUNCT
agb-217	84	21	,	,	PUNCT
agb-217	84	22	times	time	NOUN
agb-217	84	23	100	100	NUM
agb-217	84	24	(	(	PUNCT
agb-217	84	25	allison	allison	PROPN
agb-217	84	26	,	,	PUNCT
agb-217	84	27	2010	2010	NUM
agb-217	84	28	)	)	PUNCT
agb-217	84	29	.	.	PUNCT
agb-217	85	1	the	the	DET
agb-217	85	2	variables	variable	NOUN
agb-217	85	3	𝑙𝑖	𝑙𝑖	PROPN
agb-217	85	4	𝑝	𝑝	NOUN
agb-217	85	5	and	and	CCONJ
agb-217	85	6	𝑙𝑖	𝑙𝑖	ADP
agb-217	85	7	𝑛	𝑛	PROPN
agb-217	85	8	are	be	AUX
agb-217	85	9	regional	regional	ADJ
agb-217	85	10	dummy	dummy	ADJ
agb-217	85	11	variables	variable	NOUN
agb-217	85	12	.	.	PUNCT
agb-217	86	1	the	the	DET
agb-217	86	2	southwestern	southwestern	ADJ
agb-217	86	3	region	region	NOUN
agb-217	86	4	of	of	ADP
agb-217	86	5	oklahoma	oklahoma	PROPN
agb-217	86	6	is	be	AUX
agb-217	86	7	the	the	DET
agb-217	86	8	reference	reference	NOUN
agb-217	86	9	group	group	NOUN
agb-217	86	10	.	.	PUNCT
agb-217	87	1	the	the	DET
agb-217	87	2	expected	expect	VERB
agb-217	87	3	sign	sign	NOUN
agb-217	87	4	of	of	ADP
agb-217	87	5	the	the	DET
agb-217	87	6	coefficient	coefficient	NOUN
agb-217	87	7	on	on	ADP
agb-217	87	8	the	the	DET
agb-217	87	9	northern	northern	ADJ
agb-217	87	10	and	and	CCONJ
agb-217	87	11	western	western	ADJ
agb-217	87	12	region	region	NOUN
agb-217	87	13	dummy	dummy	ADJ
agb-217	87	14	variables	variable	NOUN
agb-217	87	15	is	be	AUX
agb-217	87	16	negative	negative	ADJ
agb-217	87	17	because	because	SCONJ
agb-217	87	18	sca	sca	PROPN
agb-217	87	19	typically	typically	ADV
agb-217	87	20	move	move	VERB
agb-217	87	21	south	south	ADV
agb-217	87	22	to	to	ADP
agb-217	87	23	north	north	NOUN
agb-217	87	24	.	.	PUNCT
agb-217	88	1	the	the	DET
agb-217	88	2	𝑑𝑖	𝑑𝑖	PROPN
agb-217	88	3	1	1	NUM
agb-217	88	4	covariate	covariate	NOUN
agb-217	88	5	(	(	PUNCT
agb-217	88	6	distance	distance	NOUN
agb-217	88	7	between	between	ADP
agb-217	88	8	sorghum	sorghum	NOUN
agb-217	88	9	fields	field	NOUN
agb-217	88	10	in	in	ADP
agb-217	88	11	oklahoma	oklahoma	PROPN
agb-217	88	12	and	and	CCONJ
agb-217	88	13	the	the	DET
agb-217	88	14	last	last	ADJ
agb-217	88	15	observed	observe	VERB
agb-217	88	16	field	field	NOUN
agb-217	88	17	in	in	ADP
agb-217	88	18	texas	texas	PROPN
agb-217	88	19	infested	infest	VERB
agb-217	88	20	by	by	ADP
agb-217	88	21	sca	sca	PROPN
agb-217	88	22	)	)	PUNCT
agb-217	88	23	controls	control	VERB
agb-217	88	24	for	for	ADP
agb-217	88	25	northward	northward	ADJ
agb-217	88	26	movement	movement	NOUN
agb-217	88	27	of	of	ADP
agb-217	88	28	sca	sca	PROPN
agb-217	88	29	from	from	ADP
agb-217	88	30	its	its	PRON
agb-217	88	31	origin	origin	NOUN
agb-217	88	32	as	as	ADP
agb-217	88	33	a	a	DET
agb-217	88	34	function	function	NOUN
agb-217	88	35	of	of	ADP
agb-217	88	36	distance	distance	NOUN
agb-217	88	37	.	.	PUNCT
agb-217	89	1	the	the	DET
agb-217	89	2	variable	variable	NOUN
agb-217	89	3	𝑑𝑖	𝑑𝑖	PART
agb-217	89	4	2	2	NUM
agb-217	89	5	is	be	AUX
agb-217	89	6	the	the	DET
agb-217	89	7	distance	distance	NOUN
agb-217	89	8	between	between	ADP
agb-217	89	9	the	the	DET
agb-217	89	10	first	first	ADJ
agb-217	89	11	infested	infested	ADJ
agb-217	89	12	field	field	NOUN
agb-217	89	13	in	in	ADP
agb-217	89	14	the	the	DET
agb-217	89	15	southwest	southwest	ADJ
agb-217	89	16	region	region	NOUN
agb-217	89	17	of	of	ADP
agb-217	89	18	oklahoma	oklahoma	PROPN
agb-217	89	19	and	and	CCONJ
agb-217	89	20	all	all	DET
agb-217	89	21	other	other	ADJ
agb-217	89	22	oklahoma	oklahoma	PROPN
agb-217	89	23	sorghum	sorghum	NOUN
agb-217	89	24	fields	field	NOUN
agb-217	89	25	.	.	PUNCT
agb-217	90	1	the	the	DET
agb-217	90	2	variable	variable	NOUN
agb-217	90	3	𝑑𝑖	𝑑𝑖	PART
agb-217	90	4	3	3	NUM
agb-217	90	5	is	be	AUX
agb-217	90	6	the	the	DET
agb-217	90	7	distance	distance	NOUN
agb-217	90	8	between	between	ADP
agb-217	90	9	the	the	DET
agb-217	90	10	sorghum	sorghum	NOUN
agb-217	90	11	field	field	NOUN
agb-217	90	12	where	where	SCONJ
agb-217	90	13	sca	sca	PROPN
agb-217	90	14	infestation	infestation	NOUN
agb-217	90	15	was	be	AUX
agb-217	90	16	first	first	ADV
agb-217	90	17	reported	report	VERB
agb-217	90	18	in	in	ADP
agb-217	90	19	a	a	DET
agb-217	90	20	region	region	NOUN
agb-217	90	21	agbioforum	agbioforum	NOUN
agb-217	90	22	,	,	PUNCT
agb-217	90	23	25(1	25(1	NUM
agb-217	90	24	)	)	PUNCT
agb-217	90	25	,	,	PUNCT
agb-217	90	26	2023	2023	NUM
agb-217	90	27	|	|	ADV
agb-217	90	28	120	120	NUM
agb-217	90	29	lee	lee	PROPN
agb-217	90	30	,	,	PUNCT
agb-217	90	31	vitale	vitale	PROPN
agb-217	90	32	,	,	PUNCT
agb-217	90	33	lambert	lambert	PROPN
agb-217	90	34	—	—	PUNCT
agb-217	90	35	weather	weather	NOUN
agb-217	90	36	and	and	CCONJ
agb-217	90	37	geographic	geographic	ADJ
agb-217	90	38	effects	effect	NOUN
agb-217	90	39	on	on	ADP
agb-217	90	40	sugarcane	sugarcane	NOUN
agb-217	90	41	aphid	aphid	NOUN
agb-217	90	42	migration	migration	NOUN
agb-217	90	43	(	(	PUNCT
agb-217	90	44	as	as	SCONJ
agb-217	90	45	indicated	indicate	VERB
agb-217	90	46	by	by	ADP
agb-217	90	47	the	the	DET
agb-217	90	48	dummy	dummy	ADJ
agb-217	90	49	variables	variable	NOUN
agb-217	90	50	;	;	PUNCT
agb-217	90	51	southwest	southwest	ADJ
agb-217	90	52	,	,	PUNCT
agb-217	90	53	northcentral	northcentral	ADJ
agb-217	90	54	,	,	PUNCT
agb-217	90	55	north	north	NOUN
agb-217	90	56	-	-	PUNCT
agb-217	90	57	east	east	NOUN
agb-217	90	58	)	)	PUNCT
agb-217	90	59	,	,	PUNCT
agb-217	90	60	and	and	CCONJ
agb-217	90	61	all	all	DET
agb-217	90	62	other	other	ADJ
agb-217	90	63	sorghum	sorghum	NOUN
agb-217	90	64	fields	field	NOUN
agb-217	90	65	in	in	ADP
agb-217	90	66	the	the	DET
agb-217	90	67	region	region	NOUN
agb-217	90	68	.	.	PUNCT
agb-217	91	1	the	the	DET
agb-217	91	2	variable	variable	NOUN
agb-217	91	3	𝑑𝑖	𝑑𝑖	PART
agb-217	91	4	4	4	NUM
agb-217	91	5	is	be	AUX
agb-217	91	6	the	the	DET
agb-217	91	7	distance	distance	NOUN
agb-217	91	8	between	between	ADP
agb-217	91	9	an	an	DET
agb-217	91	10	infested	infested	ADJ
agb-217	91	11	field	field	NOUN
agb-217	91	12	in	in	ADP
agb-217	91	13	period	period	NOUN
agb-217	91	14	𝑡	𝑡	PROPN
agb-217	91	15	and	and	CCONJ
agb-217	91	16	the	the	DET
agb-217	91	17	most	most	ADV
agb-217	91	18	recently	recently	ADV
agb-217	91	19	infested	infest	VERB
agb-217	91	20	field	field	NOUN
agb-217	91	21	in	in	ADP
agb-217	91	22	𝑡	𝑡	PROPN
agb-217	91	23	−	−	PROPN
agb-217	91	24	1	1	NUM
agb-217	91	25	.	.	PUNCT
agb-217	92	1	the	the	DET
agb-217	92	2	distance	distance	NOUN
agb-217	92	3	variables	variable	NOUN
agb-217	92	4	were	be	AUX
agb-217	92	5	scaled	scale	VERB
agb-217	92	6	by	by	ADP
agb-217	92	7	100	100	NUM
agb-217	92	8	for	for	ADP
agb-217	92	9	interpretability	interpretability	NOUN
agb-217	92	10	.	.	PUNCT
agb-217	93	1	the	the	DET
agb-217	93	2	expected	expect	VERB
agb-217	93	3	signs	sign	NOUN
agb-217	93	4	of	of	ADP
agb-217	93	5	the	the	DET
agb-217	93	6	coefficients	coefficient	NOUN
agb-217	93	7	for	for	ADP
agb-217	93	8	all	all	DET
agb-217	93	9	distance	distance	NOUN
agb-217	93	10	covariates	covariate	NOUN
agb-217	93	11	are	be	AUX
agb-217	93	12	negative	negative	ADJ
agb-217	93	13	,	,	PUNCT
agb-217	93	14	meaning	mean	VERB
agb-217	93	15	that	that	SCONJ
agb-217	93	16	the	the	DET
agb-217	93	17	hazard	hazard	NOUN
agb-217	93	18	of	of	ADP
agb-217	93	19	infestation	infestation	NOUN
agb-217	93	20	is	be	AUX
agb-217	93	21	expected	expect	VERB
agb-217	93	22	to	to	PART
agb-217	93	23	decrease	decrease	VERB
agb-217	93	24	as	as	ADP
agb-217	93	25	the	the	DET
agb-217	93	26	distance	distance	NOUN
agb-217	93	27	between	between	ADP
agb-217	93	28	fields	field	NOUN
agb-217	93	29	increases	increase	NOUN
agb-217	93	30	.	.	PUNCT
agb-217	94	1	the	the	DET
agb-217	94	2	variables	variables	PROPN
agb-217	94	3	𝑡𝑎𝑖	𝑡𝑎𝑖	NOUN
agb-217	94	4	,	,	PUNCT
agb-217	94	5	𝑟𝑎𝑖	𝑟𝑎𝑖	NOUN
agb-217	94	6	,	,	PUNCT
agb-217	94	7	and	and	CCONJ
agb-217	94	8	𝑎𝑛𝑖	𝑎𝑛𝑖	NOUN
agb-217	94	9	are	be	AUX
agb-217	94	10	temperature	temperature	NOUN
agb-217	94	11	,	,	PUNCT
agb-217	94	12	precipitation	precipitation	NOUN
agb-217	94	13	,	,	PUNCT
agb-217	94	14	and	and	CCONJ
agb-217	94	15	the	the	DET
agb-217	94	16	wind	wind	NOUN
agb-217	94	17	direction	direction	NOUN
agb-217	94	18	angle	angle	NOUN
agb-217	94	19	,	,	PUNCT
agb-217	94	20	respectively	respectively	ADV
agb-217	94	21	,	,	PUNCT
agb-217	94	22	for	for	ADP
agb-217	94	23	field	field	NOUN
agb-217	94	24	𝑖.	𝑖.	ADV
agb-217	94	25	these	these	PRON
agb-217	94	26	are	be	AUX
agb-217	94	27	the	the	DET
agb-217	94	28	median	median	ADJ
agb-217	94	29	values	value	NOUN
agb-217	94	30	of	of	ADP
agb-217	94	31	the	the	DET
agb-217	94	32	kriged	krige	VERB
agb-217	94	33	surfaces	surface	NOUN
agb-217	94	34	for	for	ADP
agb-217	94	35	each	each	DET
agb-217	94	36	field	field	NOUN
agb-217	94	37	,	,	PUNCT
agb-217	94	38	with	with	ADP
agb-217	94	39	the	the	DET
agb-217	94	40	median	median	ADJ
agb-217	94	41	value	value	NOUN
agb-217	94	42	taken	take	VERB
agb-217	94	43	over	over	ADP
agb-217	94	44	𝑡	𝑡	PROPN
agb-217	94	45	=	=	NOUN
agb-217	94	46	0	0	NUM
agb-217	94	47	up	up	ADP
agb-217	94	48	to	to	ADP
agb-217	94	49	the	the	DET
agb-217	94	50	infestation	infestation	NOUN
agb-217	94	51	date	date	NOUN
agb-217	94	52	(	(	PUNCT
agb-217	94	53	details	detail	NOUN
agb-217	94	54	follow	follow	VERB
agb-217	94	55	)	)	PUNCT
agb-217	94	56	.	.	PUNCT
agb-217	95	1	for	for	ADP
agb-217	95	2	uninfected	uninfected	ADJ
agb-217	95	3	fields	field	NOUN
agb-217	95	4	,	,	PUNCT
agb-217	95	5	the	the	DET
agb-217	95	6	median	median	ADJ
agb-217	95	7	values	value	NOUN
agb-217	95	8	over	over	ADP
agb-217	95	9	the	the	DET
agb-217	95	10	139	139	NUM
agb-217	95	11	-	-	PUNCT
agb-217	95	12	day	day	NOUN
agb-217	95	13	study	study	NOUN
agb-217	95	14	period	period	NOUN
agb-217	95	15	were	be	AUX
agb-217	95	16	used	use	VERB
agb-217	95	17	.	.	PUNCT
agb-217	96	1	the	the	DET
agb-217	96	2	expected	expect	VERB
agb-217	96	3	sign	sign	NOUN
agb-217	96	4	of	of	ADP
agb-217	96	5	temperature	temperature	NOUN
agb-217	96	6	on	on	ADP
agb-217	96	7	the	the	DET
agb-217	96	8	time	time	NOUN
agb-217	96	9	until	until	SCONJ
agb-217	96	10	a	a	DET
agb-217	96	11	field	field	NOUN
agb-217	96	12	was	be	AUX
agb-217	96	13	infested	infest	VERB
agb-217	96	14	is	be	AUX
agb-217	96	15	negative	negative	ADJ
agb-217	96	16	.	.	PUNCT
agb-217	97	1	research	research	NOUN
agb-217	97	2	finds	find	VERB
agb-217	97	3	that	that	SCONJ
agb-217	97	4	sca	sca	PROPN
agb-217	97	5	only	only	ADV
agb-217	97	6	reproduce	reproduce	VERB
agb-217	97	7	in	in	ADP
agb-217	97	8	the	the	DET
agb-217	97	9	temperature	temperature	NOUN
agb-217	97	10	range	range	NOUN
agb-217	97	11	of	of	ADP
agb-217	97	12	10	10	NUM
agb-217	97	13	to	to	PART
agb-217	97	14	30	30	NUM
agb-217	97	15	°	°	NOUN
agb-217	97	16	c	c	NOUN
agb-217	97	17	,	,	PUNCT
agb-217	97	18	and	and	CCONJ
agb-217	97	19	that	that	SCONJ
agb-217	97	20	fertility	fertility	NOUN
agb-217	97	21	and	and	CCONJ
agb-217	97	22	longevity	longevity	NOUN
agb-217	97	23	decrease	decrease	NOUN
agb-217	97	24	outside	outside	ADP
agb-217	97	25	this	this	DET
agb-217	97	26	temperature	temperature	NOUN
agb-217	97	27	range	range	NOUN
agb-217	97	28	(	(	PUNCT
agb-217	97	29	de	de	X
agb-217	97	30	souza	souza	PROPN
agb-217	97	31	et	et	PROPN
agb-217	97	32	al	al	PROPN
agb-217	97	33	.	.	PROPN
agb-217	97	34	,	,	PUNCT
agb-217	97	35	2019	2019	NUM
agb-217	97	36	)	)	PUNCT
agb-217	97	37	.	.	PUNCT
agb-217	98	1	the	the	DET
agb-217	98	2	median	median	ADJ
agb-217	98	3	field	field	NOUN
agb-217	98	4	temperature	temperature	NOUN
agb-217	98	5	over	over	ADP
agb-217	98	6	the	the	DET
agb-217	98	7	study	study	NOUN
agb-217	98	8	period	period	NOUN
agb-217	98	9	was	be	AUX
agb-217	98	10	24	24	NUM
agb-217	98	11	°	°	ADP
agb-217	98	12	c	c	NOUN
agb-217	98	13	(	(	PUNCT
agb-217	98	14	minimum	minimum	NOUN
agb-217	98	15	(	(	PUNCT
agb-217	98	16	maximum	maximum	ADJ
agb-217	98	17	)	)	PUNCT
agb-217	98	18	of	of	ADP
agb-217	98	19	19	19	NUM
agb-217	98	20	(	(	PUNCT
agb-217	98	21	27	27	NUM
agb-217	98	22	)	)	PUNCT
agb-217	98	23	°	°	NOUN
agb-217	98	24	c	c	NOUN
agb-217	98	25	)	)	PUNCT
agb-217	98	26	.	.	PUNCT
agb-217	99	1	this	this	DET
agb-217	99	2	range	range	NOUN
agb-217	99	3	is	be	AUX
agb-217	99	4	ideal	ideal	ADJ
agb-217	99	5	for	for	ADP
agb-217	99	6	sca	sca	PROPN
agb-217	99	7	reproduction	reproduction	NOUN
agb-217	99	8	.	.	PUNCT
agb-217	100	1	it	it	PRON
agb-217	100	2	is	be	AUX
agb-217	100	3	hypothesized	hypothesize	VERB
agb-217	100	4	that	that	SCONJ
agb-217	100	5	temperatures	temperature	NOUN
agb-217	100	6	outside	outside	ADP
agb-217	100	7	this	this	DET
agb-217	100	8	range	range	NOUN
agb-217	100	9	will	will	AUX
agb-217	100	10	negatively	negatively	ADV
agb-217	100	11	affect	affect	VERB
agb-217	100	12	sca	sca	PROPN
agb-217	100	13	survival	survival	NOUN
agb-217	100	14	(	(	PUNCT
agb-217	100	15	de	de	X
agb-217	100	16	souza	souza	PROPN
agb-217	100	17	et	et	PROPN
agb-217	100	18	al	al	PROPN
agb-217	100	19	.	.	PROPN
agb-217	100	20	,	,	PUNCT
agb-217	100	21	2019	2019	NUM
agb-217	100	22	)	)	PUNCT
agb-217	100	23	.	.	PUNCT
agb-217	101	1	precipitation	precipitation	NOUN
agb-217	101	2	negatively	negatively	ADV
agb-217	101	3	affects	affect	VERB
agb-217	101	4	the	the	DET
agb-217	101	5	survivability	survivability	NOUN
agb-217	101	6	of	of	ADP
agb-217	101	7	sca	sca	PROPN
agb-217	101	8	.	.	PUNCT
agb-217	102	1	the	the	DET
agb-217	102	2	expected	expect	VERB
agb-217	102	3	sign	sign	NOUN
agb-217	102	4	of	of	ADP
agb-217	102	5	precipitation	precipitation	NOUN
agb-217	102	6	on	on	ADP
agb-217	102	7	field	field	NOUN
agb-217	102	8	infestation	infestation	NOUN
agb-217	102	9	is	be	AUX
agb-217	102	10	negative	negative	ADJ
agb-217	102	11	.	.	PUNCT
agb-217	103	1	the	the	DET
agb-217	103	2	expected	expect	VERB
agb-217	103	3	sign	sign	NOUN
agb-217	103	4	of	of	ADP
agb-217	103	5	the	the	DET
agb-217	103	6	wind	wind	NOUN
agb-217	103	7	direction	direction	NOUN
agb-217	103	8	angle	angle	NOUN
agb-217	103	9	on	on	ADP
agb-217	103	10	sca	sca	PROPN
agb-217	103	11	infestation	infestation	NOUN
agb-217	103	12	is	be	AUX
agb-217	103	13	positive	positive	ADJ
agb-217	103	14	.	.	PUNCT
agb-217	104	1	an	an	DET
agb-217	104	2	increase	increase	NOUN
agb-217	104	3	in	in	ADP
agb-217	104	4	the	the	DET
agb-217	104	5	wind	wind	NOUN
agb-217	104	6	direction	direction	NOUN
agb-217	104	7	angle	angle	NOUN
agb-217	104	8	indicates	indicate	VERB
agb-217	104	9	a	a	DET
agb-217	104	10	shift	shift	NOUN
agb-217	104	11	in	in	ADP
agb-217	104	12	wind	wind	NOUN
agb-217	104	13	direction	direction	NOUN
agb-217	104	14	from	from	ADP
agb-217	104	15	the	the	DET
agb-217	104	16	northeast	northeast	NOUN
agb-217	104	17	to	to	ADP
agb-217	104	18	northwest	northwest	NOUN
agb-217	104	19	.	.	PUNCT
agb-217	105	1	this	this	DET
agb-217	105	2	shift	shift	NOUN
agb-217	105	3	is	be	AUX
agb-217	105	4	expected	expect	VERB
agb-217	105	5	to	to	PART
agb-217	105	6	positively	positively	ADV
agb-217	105	7	correlate	correlate	VERB
agb-217	105	8	with	with	ADP
agb-217	105	9	sca	sca	PROPN
agb-217	105	10	migration	migration	NOUN
agb-217	105	11	northward	northward	ADV
agb-217	105	12	.	.	PUNCT
agb-217	106	1	sca	sca	PROPN
agb-217	106	2	population	population	NOUN
agb-217	106	3	characteristics	characteristic	NOUN
agb-217	106	4	include	include	VERB
agb-217	106	5	the	the	DET
agb-217	106	6	temporally	temporally	ADV
agb-217	106	7	lagged	lag	VERB
agb-217	106	8	aphid	aphid	NOUN
agb-217	106	9	population	population	NOUN
agb-217	106	10	per	per	ADP
agb-217	106	11	sorghum	sorghum	NOUN
agb-217	106	12	plant	plant	NOUN
agb-217	106	13	and	and	CCONJ
agb-217	106	14	the	the	DET
agb-217	106	15	temporally	temporally	ADV
agb-217	106	16	lagged	lag	VERB
agb-217	106	17	ratio	ratio	NOUN
agb-217	106	18	winged	wing	VERB
agb-217	106	19	-	-	PUNCT
agb-217	106	20	total	total	NOUN
agb-217	106	21	individuals	individual	NOUN
agb-217	106	22	per	per	ADP
agb-217	106	23	sorghum	sorghum	NOUN
agb-217	106	24	plant	plant	NOUN
agb-217	106	25	.	.	PUNCT
agb-217	107	1	the	the	DET
agb-217	107	2	expected	expect	VERB
agb-217	107	3	sign	sign	NOUN
agb-217	107	4	for	for	ADP
agb-217	107	5	the	the	DET
agb-217	107	6	temporally	temporally	ADV
agb-217	107	7	lagged	lag	VERB
agb-217	107	8	total	total	ADJ
agb-217	107	9	population	population	NOUN
agb-217	107	10	per	per	ADP
agb-217	107	11	plant	plant	NOUN
agb-217	107	12	is	be	AUX
agb-217	107	13	positive	positive	ADJ
agb-217	107	14	.	.	PUNCT
agb-217	108	1	fields	field	NOUN
agb-217	108	2	with	with	ADP
agb-217	108	3	a	a	DET
agb-217	108	4	larger	large	ADJ
agb-217	108	5	number	number	NOUN
agb-217	108	6	of	of	ADP
agb-217	108	7	sca	sca	PROPN
agb-217	108	8	populations	population	NOUN
agb-217	108	9	at	at	ADP
agb-217	108	10	𝑡	𝑡	PROPN
agb-217	108	11	–	–	PUNCT
agb-217	108	12	1	1	NUM
agb-217	108	13	are	be	AUX
agb-217	108	14	hypothesized	hypothesize	VERB
agb-217	108	15	to	to	PART
agb-217	108	16	increase	increase	VERB
agb-217	108	17	the	the	DET
agb-217	108	18	likelihood	likelihood	NOUN
agb-217	108	19	of	of	ADP
agb-217	108	20	proximate	proximate	NOUN
agb-217	108	21	fields	field	NOUN
agb-217	108	22	becoming	becoming	AUX
agb-217	108	23	infested	infest	VERB
agb-217	108	24	.	.	PUNCT
agb-217	109	1	the	the	DET
agb-217	109	2	expected	expect	VERB
agb-217	109	3	sign	sign	NOUN
agb-217	109	4	of	of	ADP
agb-217	109	5	the	the	DET
agb-217	109	6	variable	variable	NOUN
agb-217	109	7	for	for	ADP
agb-217	109	8	the	the	DET
agb-217	109	9	winged	wing	VERB
agb-217	109	10	/	/	SYM
agb-217	109	11	un	un	ADJ
agb-217	109	12	-	-	ADJ
agb-217	109	13	winged	wing	VERB
agb-217	109	14	ratio	ratio	NOUN
agb-217	109	15	variable	variable	NOUN
agb-217	109	16	is	be	AUX
agb-217	109	17	positive	positive	ADJ
agb-217	109	18	,	,	PUNCT
agb-217	109	19	suggesting	suggest	VERB
agb-217	109	20	that	that	DET
agb-217	109	21	proximity	proximity	NOUN
agb-217	109	22	to	to	ADP
agb-217	109	23	a	a	DET
agb-217	109	24	field	field	NOUN
agb-217	109	25	that	that	PRON
agb-217	109	26	is	be	AUX
agb-217	109	27	infested	infest	VERB
agb-217	109	28	with	with	ADP
agb-217	109	29	relatively	relatively	ADV
agb-217	109	30	more	more	ADV
agb-217	109	31	winged	wing	VERB
agb-217	109	32	sca	sca	NOUN
agb-217	109	33	in	in	ADP
agb-217	109	34	𝑡	𝑡	PROPN
agb-217	109	35	–	–	PUNCT
agb-217	109	36	1	1	NUM
agb-217	109	37	increases	increase	VERB
agb-217	109	38	the	the	DET
agb-217	109	39	likelihood	likelihood	NOUN
agb-217	109	40	of	of	ADP
agb-217	109	41	a	a	DET
agb-217	109	42	field	field	NOUN
agb-217	109	43	becoming	becoming	AUX
agb-217	109	44	infested	infest	VERB
agb-217	109	45	.	.	PUNCT
agb-217	110	1	winged	wing	VERB
agb-217	110	2	sca	sca	PROPN
agb-217	110	3	are	be	AUX
agb-217	110	4	mobile	mobile	ADJ
agb-217	110	5	over	over	ADP
agb-217	110	6	longer	long	ADV
agb-217	110	7	,	,	PUNCT
agb-217	110	8	field	field	NOUN
agb-217	110	9	-	-	PUNCT
agb-217	110	10	to	to	ADP
agb-217	110	11	-	-	PUNCT
agb-217	110	12	field	field	NOUN
agb-217	110	13	distances	distance	NOUN
agb-217	110	14	compared	compare	VERB
agb-217	110	15	to	to	ADP
agb-217	110	16	un	un	ADJ
agb-217	110	17	-	-	ADJ
agb-217	110	18	winged	wing	VERB
agb-217	110	19	individuals	individual	NOUN
agb-217	110	20	.	.	PUNCT
agb-217	111	1	the	the	DET
agb-217	111	2	underlying	underlying	ADJ
agb-217	111	3	assumption	assumption	NOUN
agb-217	111	4	of	of	ADP
agb-217	111	5	the	the	DET
agb-217	111	6	phm	phm	NOUN
agb-217	111	7	is	be	AUX
agb-217	111	8	that	that	SCONJ
agb-217	111	9	the	the	DET
agb-217	111	10	relative	relative	ADJ
agb-217	111	11	hazard	hazard	NOUN
agb-217	111	12	of	of	ADP
agb-217	111	13	becoming	become	VERB
agb-217	111	14	infested	infest	VERB
agb-217	111	15	is	be	AUX
agb-217	111	16	constant	constant	ADJ
agb-217	111	17	over	over	ADP
agb-217	111	18	time	time	NOUN
agb-217	111	19	.	.	PUNCT
agb-217	112	1	this	this	DET
agb-217	112	2	assumption	assumption	NOUN
agb-217	112	3	is	be	AUX
agb-217	112	4	not	not	PART
agb-217	112	5	always	always	ADV
agb-217	112	6	justifiable	justifiable	ADJ
agb-217	112	7	,	,	PUNCT
agb-217	112	8	given	give	VERB
agb-217	112	9	the	the	DET
agb-217	112	10	biological	biological	ADJ
agb-217	112	11	properties	property	NOUN
agb-217	112	12	of	of	ADP
agb-217	112	13	sca	sca	NOUN
agb-217	112	14	and	and	CCONJ
agb-217	112	15	geographic	geographic	ADJ
agb-217	112	16	variability	variability	NOUN
agb-217	112	17	in	in	ADP
agb-217	112	18	weather	weather	NOUN
agb-217	112	19	(	(	PUNCT
agb-217	112	20	kuitunen	kuitunen	PROPN
agb-217	112	21	et	et	PROPN
agb-217	112	22	al	al	PROPN
agb-217	112	23	.	.	PROPN
agb-217	112	24	,	,	PUNCT
agb-217	112	25	2021	2021	NUM
agb-217	112	26	)	)	PUNCT
agb-217	112	27	.	.	PUNCT
agb-217	113	1	if	if	SCONJ
agb-217	113	2	the	the	DET
agb-217	113	3	effect	effect	NOUN
agb-217	113	4	of	of	ADP
agb-217	113	5	a	a	DET
agb-217	113	6	covariate	covariate	NOUN
agb-217	113	7	on	on	ADP
agb-217	113	8	a	a	DET
agb-217	113	9	hazard	hazard	NOUN
agb-217	113	10	varies	vary	VERB
agb-217	113	11	over	over	ADP
agb-217	113	12	time	time	NOUN
agb-217	113	13	,	,	PUNCT
agb-217	113	14	then	then	ADV
agb-217	113	15	the	the	DET
agb-217	113	16	proportional	proportional	ADJ
agb-217	113	17	hazard	hazard	NOUN
agb-217	113	18	assumption	assumption	NOUN
agb-217	113	19	is	be	AUX
agb-217	113	20	violated	violate	VERB
agb-217	113	21	and	and	CCONJ
agb-217	113	22	statistical	statistical	ADJ
agb-217	113	23	inference	inference	NOUN
agb-217	113	24	may	may	AUX
agb-217	113	25	be	be	AUX
agb-217	113	26	compromised	compromise	VERB
agb-217	113	27	(	(	PUNCT
agb-217	113	28	nakamura	nakamura	NOUN
agb-217	113	29	,	,	PUNCT
agb-217	113	30	1992	1992	NUM
agb-217	113	31	)	)	PUNCT
agb-217	113	32	.	.	PUNCT
agb-217	114	1	in	in	ADP
agb-217	114	2	this	this	DET
agb-217	114	3	case	case	NOUN
agb-217	114	4	,	,	PUNCT
agb-217	114	5	one	one	NUM
agb-217	114	6	solution	solution	NOUN
agb-217	114	7	may	may	AUX
agb-217	114	8	be	be	AUX
agb-217	114	9	to	to	PART
agb-217	114	10	add	add	VERB
agb-217	114	11	a	a	DET
agb-217	114	12	time	time	NOUN
agb-217	114	13	-	-	PUNCT
agb-217	114	14	dependent	dependent	ADJ
agb-217	114	15	covariate	covariate	NOUN
agb-217	114	16	to	to	ADP
agb-217	114	17	the	the	DET
agb-217	114	18	model	model	NOUN
agb-217	114	19	.	.	PUNCT
agb-217	115	1	the	the	DET
agb-217	115	2	day	day	NOUN
agb-217	115	3	-	-	PUNCT
agb-217	115	4	to	to	ADP
agb-217	115	5	-	-	PUNCT
agb-217	115	6	day	day	NOUN
agb-217	115	7	correlation	correlation	NOUN
agb-217	115	8	of	of	ADP
agb-217	115	9	weather	weather	NOUN
agb-217	115	10	and	and	CCONJ
agb-217	115	11	population	population	NOUN
agb-217	115	12	characteristics	characteristic	NOUN
agb-217	115	13	may	may	AUX
agb-217	115	14	be	be	AUX
agb-217	115	15	associated	associate	VERB
agb-217	115	16	with	with	ADP
agb-217	115	17	changes	change	NOUN
agb-217	115	18	in	in	ADP
agb-217	115	19	the	the	DET
agb-217	115	20	infestation	infestation	NOUN
agb-217	115	21	hazard	hazard	NOUN
agb-217	115	22	.	.	PUNCT
agb-217	116	1	only	only	ADV
agb-217	116	2	the	the	DET
agb-217	116	3	north	north	NOUN
agb-217	116	4	-	-	PUNCT
agb-217	116	5	west	west	NOUN
agb-217	116	6	region	region	PROPN
agb-217	116	7	covariates	covariate	NOUN
agb-217	116	8	reject	reject	VERB
agb-217	116	9	the	the	DET
agb-217	116	10	non	non	ADJ
agb-217	116	11	-	-	ADJ
agb-217	116	12	proportional	proportional	ADJ
agb-217	116	13	hazard	hazard	NOUN
agb-217	116	14	assumption	assumption	NOUN
agb-217	116	15	.	.	PUNCT
agb-217	117	1	since	since	SCONJ
agb-217	117	2	the	the	DET
agb-217	117	3	region	region	NOUN
agb-217	117	4	where	where	SCONJ
agb-217	117	5	a	a	DET
agb-217	117	6	field	field	NOUN
agb-217	117	7	is	be	AUX
agb-217	117	8	located	locate	VERB
agb-217	117	9	and	and	CCONJ
agb-217	117	10	the	the	DET
agb-217	117	11	distance	distance	NOUN
agb-217	117	12	between	between	ADP
agb-217	117	13	the	the	DET
agb-217	117	14	fields	field	NOUN
agb-217	117	15	is	be	AUX
agb-217	117	16	time	time	NOUN
agb-217	117	17	-	-	PUNCT
agb-217	117	18	invariant	invariant	ADJ
agb-217	117	19	,	,	PUNCT
agb-217	117	20	violation	violation	NOUN
agb-217	117	21	of	of	ADP
agb-217	117	22	the	the	DET
agb-217	117	23	proportional	proportional	ADJ
agb-217	117	24	hazard	hazard	NOUN
agb-217	117	25	assumption	assumption	NOUN
agb-217	117	26	for	for	ADP
agb-217	117	27	the	the	DET
agb-217	117	28	northwest	northwest	PROPN
agb-217	117	29	dummy	dummy	ADJ
agb-217	117	30	covariate	covariate	NOUN
agb-217	117	31	is	be	AUX
agb-217	117	32	unlikely	unlikely	ADJ
agb-217	117	33	.	.	PUNCT
agb-217	118	1	therefore	therefore	ADV
agb-217	118	2	,	,	PUNCT
agb-217	118	3	time	time	NOUN
agb-217	118	4	-	-	PUNCT
agb-217	118	5	dependent	dependent	ADJ
agb-217	118	6	covariates	covariate	NOUN
agb-217	118	7	are	be	AUX
agb-217	118	8	not	not	PART
agb-217	118	9	added	add	VERB
agb-217	118	10	to	to	ADP
agb-217	118	11	the	the	DET
agb-217	118	12	phm	phm	PROPN
agb-217	118	13	model	model	NOUN
agb-217	118	14	.	.	PUNCT
agb-217	119	1	3.3	3.3	NUM
agb-217	119	2	ties	tie	NOUN
agb-217	119	3	and	and	CCONJ
agb-217	119	4	exact	exact	ADJ
agb-217	119	5	proportional	proportional	ADJ
agb-217	119	6	hazards	hazard	NOUN
agb-217	119	7	models	model	NOUN
agb-217	119	8	tied	tie	VERB
agb-217	119	9	events	event	NOUN
agb-217	119	10	mean	mean	VERB
agb-217	119	11	that	that	SCONJ
agb-217	119	12	multiple	multiple	ADJ
agb-217	119	13	fields	field	NOUN
agb-217	119	14	were	be	AUX
agb-217	119	15	reported	report	VERB
agb-217	119	16	to	to	PART
agb-217	119	17	be	be	AUX
agb-217	119	18	infected	infect	VERB
agb-217	119	19	at	at	ADP
agb-217	119	20	,	,	PUNCT
agb-217	119	21	or	or	CCONJ
agb-217	119	22	around	around	ADV
agb-217	119	23	,	,	PUNCT
agb-217	119	24	the	the	DET
agb-217	119	25	same	same	ADJ
agb-217	119	26	time	time	NOUN
agb-217	119	27	(	(	PUNCT
agb-217	119	28	xin	xin	PROPN
agb-217	119	29	,	,	PUNCT
agb-217	119	30	2011	2011	NUM
agb-217	119	31	)	)	PUNCT
agb-217	119	32	.	.	PUNCT
agb-217	120	1	the	the	DET
agb-217	120	2	likelihood	likelihood	NOUN
agb-217	120	3	a	a	DET
agb-217	120	4	coefficient	coefficient	NOUN
agb-217	120	5	estimate	estimate	NOUN
agb-217	120	6	is	be	AUX
agb-217	120	7	biased	bias	VERB
agb-217	120	8	downward	downward	ADJ
agb-217	120	9	increases	increase	NOUN
agb-217	120	10	as	as	SCONJ
agb-217	120	11	ties	tie	NOUN
agb-217	120	12	become	become	VERB
agb-217	120	13	more	more	ADV
agb-217	120	14	frequent	frequent	ADJ
agb-217	120	15	(	(	PUNCT
agb-217	120	16	allison	allison	PROPN
agb-217	120	17	,	,	PUNCT
agb-217	120	18	2010	2010	NUM
agb-217	120	19	)	)	PUNCT
agb-217	120	20	.	.	PUNCT
agb-217	121	1	of	of	ADP
agb-217	121	2	the	the	DET
agb-217	121	3	35	35	NUM
agb-217	121	4	infested	infest	VERB
agb-217	121	5	fields	field	NOUN
agb-217	121	6	,	,	PUNCT
agb-217	121	7	the	the	DET
agb-217	121	8	number	number	NOUN
agb-217	121	9	of	of	ADP
agb-217	121	10	tied	tie	VERB
agb-217	121	11	fields	field	NOUN
agb-217	121	12	with	with	ADP
agb-217	121	13	reports	report	NOUN
agb-217	121	14	of	of	ADP
agb-217	121	15	infestation	infestation	NOUN
agb-217	121	16	occurring	occur	VERB
agb-217	121	17	on	on	ADP
agb-217	121	18	the	the	DET
agb-217	121	19	same	same	ADJ
agb-217	121	20	day	day	NOUN
agb-217	121	21	was	be	AUX
agb-217	121	22	31	31	NUM
agb-217	121	23	(	(	PUNCT
agb-217	121	24	88.6	88.6	NUM
agb-217	121	25	%	%	NOUN
agb-217	121	26	)	)	PUNCT
agb-217	121	27	(	(	PUNCT
agb-217	121	28	appendix	appendix	VERB
agb-217	121	29	tables	table	NOUN
agb-217	121	30	1	1	NUM
agb-217	121	31	and	and	CCONJ
agb-217	121	32	2	2	NUM
agb-217	121	33	report	report	VERB
agb-217	121	34	the	the	DET
agb-217	121	35	dates	date	NOUN
agb-217	121	36	,	,	PUNCT
agb-217	121	37	field	field	NOUN
agb-217	121	38	i	i	PROPN
agb-217	121	39	d	d	PROPN
agb-217	121	40	,	,	PUNCT
agb-217	121	41	the	the	DET
agb-217	121	42	total	total	ADJ
agb-217	121	43	sca	sca	PROPN
agb-217	121	44	population	population	NOUN
agb-217	121	45	per	per	ADP
agb-217	121	46	plant	plant	NOUN
agb-217	121	47	,	,	PUNCT
agb-217	121	48	and	and	CCONJ
agb-217	121	49	tied	tie	VERB
agb-217	121	50	events	event	NOUN
agb-217	121	51	)	)	PUNCT
agb-217	121	52	.	.	PUNCT
agb-217	122	1	two	two	NUM
agb-217	122	2	partial	partial	ADJ
agb-217	122	3	likelihood	likelihood	NOUN
agb-217	122	4	methods	method	NOUN
agb-217	122	5	proposed	propose	VERB
agb-217	122	6	by	by	ADP
agb-217	122	7	efron	efron	PROPN
agb-217	122	8	(	(	PUNCT
agb-217	122	9	1977	1977	NUM
agb-217	122	10	)	)	PUNCT
agb-217	122	11	,	,	PUNCT
agb-217	122	12	exact	exact	ADJ
agb-217	122	13	and	and	CCONJ
agb-217	122	14	discrete	discrete	ADJ
agb-217	122	15	,	,	PUNCT
agb-217	122	16	provide	provide	VERB
agb-217	122	17	a	a	DET
agb-217	122	18	better	well	ADJ
agb-217	122	19	approximation	approximation	NOUN
agb-217	122	20	of	of	ADP
agb-217	122	21	the	the	DET
agb-217	122	22	hazard	hazard	NOUN
agb-217	122	23	function	function	NOUN
agb-217	122	24	when	when	SCONJ
agb-217	122	25	data	datum	NOUN
agb-217	122	26	are	be	AUX
agb-217	122	27	tied	tie	VERB
agb-217	122	28	.	.	PUNCT
agb-217	123	1	the	the	DET
agb-217	123	2	exact	exact	ADJ
agb-217	123	3	partial	partial	ADJ
agb-217	123	4	likelihood	likelihood	NOUN
agb-217	123	5	method	method	NOUN
agb-217	123	6	assumes	assume	VERB
agb-217	123	7	there	there	PRON
agb-217	123	8	is	be	VERB
agb-217	123	9	an	an	DET
agb-217	123	10	unknown	unknown	ADJ
agb-217	123	11	ordering	ordering	NOUN
agb-217	123	12	with	with	ADP
agb-217	123	13	respect	respect	NOUN
agb-217	123	14	to	to	ADP
agb-217	123	15	infestation	infestation	NOUN
agb-217	123	16	events	event	NOUN
agb-217	123	17	,	,	PUNCT
agb-217	123	18	whereas	whereas	SCONJ
agb-217	123	19	the	the	DET
agb-217	123	20	discrete	discrete	ADJ
agb-217	123	21	method	method	NOUN
agb-217	123	22	assumes	assume	VERB
agb-217	123	23	that	that	SCONJ
agb-217	123	24	infestation	infestation	NOUN
agb-217	123	25	events	event	NOUN
agb-217	123	26	occurred	occur	VERB
agb-217	123	27	at	at	ADP
agb-217	123	28	exactly	exactly	ADV
agb-217	123	29	the	the	DET
agb-217	123	30	same	same	ADJ
agb-217	123	31	time	time	NOUN
agb-217	123	32	(	(	PUNCT
agb-217	123	33	allison	allison	PROPN
agb-217	123	34	,	,	PUNCT
agb-217	123	35	2010	2010	NUM
agb-217	123	36	)	)	PUNCT
agb-217	123	37	.	.	PUNCT
agb-217	124	1	during	during	ADP
agb-217	124	2	the	the	DET
agb-217	124	3	study	study	NOUN
agb-217	124	4	period	period	NOUN
agb-217	124	5	(	(	PUNCT
agb-217	124	6	may	may	AUX
agb-217	124	7	31	31	NUM
agb-217	124	8	to	to	ADP
agb-217	124	9	october	october	PROPN
agb-217	124	10	16	16	NUM
agb-217	124	11	;	;	PUNCT
agb-217	124	12	139	139	NUM
agb-217	124	13	days	day	NOUN
agb-217	124	14	)	)	PUNCT
agb-217	124	15	,	,	PUNCT
agb-217	124	16	47	47	NUM
agb-217	124	17	sorghum	sorghum	NOUN
agb-217	124	18	fields	field	NOUN
agb-217	124	19	were	be	AUX
agb-217	124	20	surveyed	survey	VERB
agb-217	124	21	at	at	ADP
agb-217	124	22	an	an	DET
agb-217	124	23	irregular	irregular	ADJ
agb-217	124	24	frequency	frequency	NOUN
agb-217	124	25	for	for	ADP
agb-217	124	26	each	each	DET
agb-217	124	27	field	field	NOUN
agb-217	124	28	.	.	PUNCT
agb-217	125	1	for	for	ADP
agb-217	125	2	infested	infested	ADJ
agb-217	125	3	fields	field	NOUN
agb-217	125	4	,	,	PUNCT
agb-217	125	5	sca	sca	PROPN
agb-217	125	6	could	could	AUX
agb-217	125	7	have	have	AUX
agb-217	125	8	migrated	migrate	VERB
agb-217	125	9	there	there	ADV
agb-217	125	10	before	before	SCONJ
agb-217	125	11	the	the	DET
agb-217	125	12	date	date	NOUN
agb-217	125	13	fields	field	NOUN
agb-217	125	14	were	be	AUX
agb-217	125	15	surveyed	survey	VERB
agb-217	125	16	.	.	PUNCT
agb-217	126	1	for	for	ADP
agb-217	126	2	example	example	NOUN
agb-217	126	3	,	,	PUNCT
agb-217	126	4	an	an	DET
agb-217	126	5	infestation	infestation	NOUN
agb-217	126	6	report	report	NOUN
agb-217	126	7	was	be	AUX
agb-217	126	8	made	make	VERB
agb-217	126	9	on	on	ADP
agb-217	126	10	august	august	PROPN
agb-217	126	11	30	30	NUM
agb-217	126	12	for	for	ADP
agb-217	126	13	field	field	NOUN
agb-217	126	14	23	23	NUM
agb-217	126	15	.	.	PUNCT
agb-217	127	1	the	the	DET
agb-217	127	2	fields	field	NOUN
agb-217	127	3	on	on	ADP
agb-217	127	4	which	which	PRON
agb-217	127	5	infestation	infestation	NOUN
agb-217	127	6	was	be	AUX
agb-217	127	7	reported	report	VERB
agb-217	127	8	for	for	ADP
agb-217	127	9	august	august	PROPN
agb-217	127	10	30	30	NUM
agb-217	127	11	are	be	AUX
agb-217	127	12	19	19	NUM
agb-217	127	13	,	,	PUNCT
agb-217	127	14	23	23	NUM
agb-217	127	15	,	,	PUNCT
agb-217	127	16	24	24	NUM
agb-217	127	17	,	,	PUNCT
agb-217	127	18	27	27	NUM
agb-217	127	19	,	,	PUNCT
agb-217	127	20	28	28	NUM
agb-217	127	21	,	,	PUNCT
agb-217	127	22	and	and	CCONJ
agb-217	127	23	34	34	NUM
agb-217	127	24	.	.	PUNCT
agb-217	128	1	it	it	PRON
agb-217	128	2	is	be	AUX
agb-217	128	3	assumed	assume	VERB
agb-217	128	4	there	there	PRON
agb-217	128	5	is	be	VERB
agb-217	128	6	an	an	DET
agb-217	128	7	unknown	unknown	ADJ
agb-217	128	8	ordering	ordering	NOUN
agb-217	128	9	of	of	ADP
agb-217	128	10	these	these	DET
agb-217	128	11	infestation	infestation	NOUN
agb-217	128	12	events	event	NOUN
agb-217	128	13	since	since	SCONJ
agb-217	128	14	sca	sca	PROPN
agb-217	128	15	infestation	infestation	NOUN
agb-217	128	16	may	may	AUX
agb-217	128	17	have	have	AUX
agb-217	128	18	occurred	occur	VERB
agb-217	128	19	on	on	ADP
agb-217	128	20	the	the	DET
agb-217	128	21	same	same	ADJ
agb-217	128	22	date	date	NOUN
agb-217	128	23	,	,	PUNCT
agb-217	128	24	or	or	CCONJ
agb-217	128	25	at	at	ADP
agb-217	128	26	an	an	DET
agb-217	128	27	earlier	early	ADJ
agb-217	128	28	date	date	NOUN
agb-217	128	29	,	,	PUNCT
agb-217	128	30	for	for	ADP
agb-217	128	31	these	these	DET
agb-217	128	32	six	six	NUM
agb-217	128	33	fields	field	NOUN
agb-217	128	34	.	.	PUNCT
agb-217	129	1	the	the	DET
agb-217	129	2	exact	exact	ADJ
agb-217	129	3	partial	partial	ADJ
agb-217	129	4	likelihood	likelihood	NOUN
agb-217	129	5	method	method	NOUN
agb-217	129	6	attends	attend	VERB
agb-217	129	7	to	to	ADP
agb-217	129	8	this	this	DET
agb-217	129	9	issue	issue	NOUN
agb-217	129	10	and	and	CCONJ
agb-217	129	11	it	it	PRON
agb-217	129	12	is	be	AUX
agb-217	129	13	used	use	VERB
agb-217	129	14	here	here	ADV
agb-217	129	15	.	.	PUNCT
agb-217	130	1	in	in	ADP
agb-217	130	2	this	this	DET
agb-217	130	3	study	study	NOUN
agb-217	130	4	,	,	PUNCT
agb-217	130	5	the	the	DET
agb-217	130	6	proc	proc	NOUN
agb-217	130	7	phreg	phreg	NOUN
agb-217	130	8	procedure	procedure	NOUN
agb-217	130	9	(	(	PUNCT
agb-217	130	10	sas	sas	VERB
agb-217	130	11	9.4	9.4	NUM
agb-217	130	12	software	software	NOUN
agb-217	130	13	)	)	PUNCT
agb-217	130	14	is	be	AUX
agb-217	130	15	used	use	VERB
agb-217	130	16	for	for	ADP
agb-217	130	17	the	the	DET
agb-217	130	18	proportional	proportional	ADJ
agb-217	130	19	hazard	hazard	NOUN
agb-217	130	20	model	model	NOUN
agb-217	130	21	.	.	PUNCT
agb-217	131	1	3.4	3.4	NUM
agb-217	131	2	data	datum	NOUN
agb-217	131	3	data	datum	NOUN
agb-217	131	4	were	be	AUX
agb-217	131	5	obtained	obtain	VERB
agb-217	131	6	from	from	ADP
agb-217	131	7	the	the	DET
agb-217	131	8	united	united	PROPN
agb-217	131	9	states	states	PROPN
agb-217	131	10	department	department	PROPN
agb-217	131	11	of	of	ADP
agb-217	131	12	agricultural	agricultural	ADJ
agb-217	131	13	research	research	NOUN
agb-217	131	14	station	station	NOUN
agb-217	131	15	in	in	ADP
agb-217	131	16	stillwater	stillwater	NOUN
agb-217	131	17	,	,	PUNCT
agb-217	131	18	oklahoma	oklahoma	PROPN
agb-217	131	19	personal	personal	ADJ
agb-217	131	20	communication	communication	NOUN
agb-217	131	21	(	(	PUNCT
agb-217	131	22	elliott	elliott	PROPN
agb-217	131	23	,	,	PUNCT
agb-217	131	24	2021	2021	NUM
agb-217	131	25	)	)	PUNCT
agb-217	131	26	.	.	PUNCT
agb-217	132	1	data	datum	NOUN
agb-217	132	2	were	be	AUX
agb-217	132	3	collected	collect	VERB
agb-217	132	4	in	in	ADP
agb-217	132	5	2017	2017	NUM
agb-217	132	6	from	from	ADP
agb-217	132	7	47	47	NUM
agb-217	132	8	oklahoma	oklahoma	PROPN
agb-217	132	9	sorghum	sorghum	NOUN
agb-217	132	10	fields	field	NOUN
agb-217	132	11	(	(	PUNCT
agb-217	132	12	appendix	appendix	VERB
agb-217	132	13	table	table	NOUN
agb-217	132	14	1	1	NUM
agb-217	132	15	,	,	PUNCT
agb-217	132	16	“	"	PUNCT
agb-217	132	17	field	field	NOUN
agb-217	132	18	statistics	statistic	NOUN
agb-217	132	19	”	"	PUNCT
agb-217	132	20	)	)	PUNCT
agb-217	132	21	.	.	PUNCT
agb-217	133	1	observations	observation	NOUN
agb-217	133	2	were	be	AUX
agb-217	133	3	made	make	VERB
agb-217	133	4	on	on	ADP
agb-217	133	5	multiple	multiple	ADJ
agb-217	133	6	days	day	NOUN
agb-217	133	7	at	at	ADP
agb-217	133	8	an	an	DET
agb-217	133	9	irregular	irregular	ADJ
agb-217	133	10	frequency	frequency	NOUN
agb-217	133	11	,	,	PUNCT
agb-217	133	12	ranging	range	VERB
agb-217	133	13	from	from	ADP
agb-217	133	14	one	one	NUM
agb-217	133	15	to	to	ADP
agb-217	133	16	14	14	NUM
agb-217	133	17	-	-	PUNCT
agb-217	133	18	day	day	NOUN
agb-217	133	19	intervals	interval	NOUN
agb-217	133	20	.	.	PUNCT
agb-217	134	1	data	datum	NOUN
agb-217	134	2	collection	collection	NOUN
agb-217	134	3	resulted	result	VERB
agb-217	134	4	in	in	ADP
agb-217	134	5	433	433	NUM
agb-217	134	6	observations	observation	NOUN
agb-217	134	7	for	for	ADP
agb-217	134	8	the	the	DET
agb-217	134	9	47	47	NUM
agb-217	134	10	sorghum	sorghum	NOUN
agb-217	134	11	fields	field	NOUN
agb-217	134	12	surveyed	survey	VERB
agb-217	134	13	.	.	PUNCT
agb-217	135	1	the	the	DET
agb-217	135	2	number	number	NOUN
agb-217	135	3	of	of	ADP
agb-217	135	4	observation	observation	NOUN
agb-217	135	5	days	day	NOUN
agb-217	135	6	is	be	AUX
agb-217	135	7	139	139	NUM
agb-217	135	8	for	for	ADP
agb-217	135	9	all	all	DET
agb-217	135	10	fields	field	NOUN
agb-217	135	11	,	,	PUNCT
agb-217	135	12	spanning	span	VERB
agb-217	135	13	from	from	ADP
agb-217	135	14	may	may	PROPN
agb-217	135	15	31	31	NUM
agb-217	135	16	to	to	ADP
agb-217	135	17	october	october	PROPN
agb-217	135	18	16	16	NUM
agb-217	135	19	,	,	PUNCT
agb-217	135	20	2017	2017	NUM
agb-217	135	21	.	.	PUNCT
agb-217	136	1	a	a	DET
agb-217	136	2	field	field	NOUN
agb-217	136	3	was	be	AUX
agb-217	136	4	considered	consider	VERB
agb-217	136	5	infested	infest	VERB
agb-217	136	6	if	if	SCONJ
agb-217	136	7	winged	wing	VERB
agb-217	136	8	or	or	CCONJ
agb-217	136	9	wingless	wingless	NOUN
agb-217	136	10	sca	sca	NOUN
agb-217	136	11	were	be	AUX
agb-217	136	12	identified	identify	VERB
agb-217	136	13	on	on	ADP
agb-217	136	14	sorghum	sorghum	NOUN
agb-217	136	15	plants	plant	NOUN
agb-217	136	16	.	.	PUNCT
agb-217	137	1	the	the	DET
agb-217	137	2	period	period	NOUN
agb-217	137	3	from	from	ADP
agb-217	137	4	may	may	PROPN
agb-217	137	5	31	31	NUM
agb-217	137	6	to	to	ADP
agb-217	137	7	the	the	DET
agb-217	137	8	observed	observe	VERB
agb-217	137	9	infestation	infestation	NOUN
agb-217	137	10	date	date	NOUN
agb-217	137	11	marks	mark	VERB
agb-217	137	12	the	the	DET
agb-217	137	13	time	time	NOUN
agb-217	137	14	(	(	PUNCT
agb-217	137	15	𝑡	𝑡	NOUN
agb-217	137	16	,	,	PUNCT
agb-217	137	17	days	day	NOUN
agb-217	137	18	)	)	PUNCT
agb-217	137	19	until	until	SCONJ
agb-217	137	20	a	a	DET
agb-217	137	21	field	field	NOUN
agb-217	137	22	was	be	AUX
agb-217	137	23	infested	infest	VERB
agb-217	137	24	.	.	PUNCT
agb-217	138	1	if	if	SCONJ
agb-217	138	2	the	the	DET
agb-217	138	3	field	field	NOUN
agb-217	138	4	was	be	AUX
agb-217	138	5	never	never	ADV
agb-217	138	6	infested	infest	VERB
agb-217	138	7	from	from	ADP
agb-217	138	8	may	may	PROPN
agb-217	138	9	31	31	NUM
agb-217	138	10	to	to	ADP
agb-217	138	11	october	october	PROPN
agb-217	138	12	16	16	NUM
agb-217	138	13	,	,	PUNCT
agb-217	138	14	then	then	ADV
agb-217	138	15	it	it	PRON
agb-217	138	16	received	receive	VERB
agb-217	138	17	a	a	DET
agb-217	138	18	‘	'	PUNCT
agb-217	138	19	0	0	NUM
agb-217	138	20	’	'	PUNCT
agb-217	138	21	.	.	PUNCT
agb-217	139	1	the	the	DET
agb-217	139	2	‘	'	PUNCT
agb-217	139	3	0	0	NUM
agb-217	139	4	’	'	PUNCT
agb-217	139	5	indicator	indicator	NOUN
agb-217	139	6	censors	censor	NOUN
agb-217	139	7	un	un	ADJ
agb-217	139	8	-	-	ADJ
agb-217	139	9	infested	infest	VERB
agb-217	139	10	fields	field	NOUN
agb-217	139	11	.	.	PUNCT
agb-217	140	1	in	in	ADP
agb-217	140	2	this	this	DET
agb-217	140	3	study	study	NOUN
agb-217	140	4	,	,	PUNCT
agb-217	140	5	the	the	DET
agb-217	140	6	date	date	NOUN
agb-217	140	7	until	until	SCONJ
agb-217	140	8	the	the	DET
agb-217	140	9	first	first	ADJ
agb-217	140	10	infestation	infestation	NOUN
agb-217	140	11	of	of	ADP
agb-217	140	12	the	the	DET
agb-217	140	13	field	field	NOUN
agb-217	140	14	is	be	AUX
agb-217	140	15	used	use	VERB
agb-217	140	16	,	,	PUNCT
agb-217	140	17	not	not	PART
agb-217	140	18	the	the	DET
agb-217	140	19	date	date	NOUN
agb-217	140	20	when	when	SCONJ
agb-217	140	21	the	the	DET
agb-217	140	22	field	field	NOUN
agb-217	140	23	is	be	AUX
agb-217	140	24	infested	infest	VERB
agb-217	140	25	.	.	PUNCT
agb-217	141	1	the	the	DET
agb-217	141	2	date	date	NOUN
agb-217	141	3	until	until	SCONJ
agb-217	141	4	the	the	DET
agb-217	141	5	first	first	ADJ
agb-217	141	6	infestation	infestation	NOUN
agb-217	141	7	occurs	occur	VERB
agb-217	141	8	is	be	AUX
agb-217	141	9	used	use	VERB
agb-217	141	10	as	as	ADP
agb-217	141	11	the	the	DET
agb-217	141	12	dependent	dependent	ADJ
agb-217	141	13	variable	variable	NOUN
agb-217	141	14	in	in	ADP
agb-217	141	15	the	the	DET
agb-217	141	16	survival	survival	NOUN
agb-217	141	17	model	model	NOUN
agb-217	141	18	(	(	PUNCT
agb-217	141	19	allison	allison	PROPN
agb-217	141	20	,	,	PUNCT
agb-217	141	21	2010	2010	NUM
agb-217	141	22	)	)	PUNCT
agb-217	141	23	.	.	PUNCT
agb-217	142	1	for	for	ADP
agb-217	142	2	example	example	NOUN
agb-217	142	3	,	,	PUNCT
agb-217	142	4	an	an	DET
agb-217	142	5	infestation	infestation	NOUN
agb-217	142	6	reported	report	VERB
agb-217	142	7	on	on	ADP
agb-217	142	8	august	august	PROPN
agb-217	142	9	16	16	NUM
agb-217	142	10	corresponds	correspond	NOUN
agb-217	142	11	with	with	ADP
agb-217	142	12	a	a	DET
agb-217	142	13	period	period	NOUN
agb-217	142	14	of	of	ADP
agb-217	142	15	77	77	NUM
agb-217	142	16	un	un	ADJ
agb-217	142	17	-	-	ADJ
agb-217	142	18	infested	infested	ADJ
agb-217	142	19	days	day	NOUN
agb-217	142	20	.	.	PUNCT
agb-217	143	1	34	34	NUM
agb-217	143	2	of	of	ADP
agb-217	143	3	oklahoma	oklahoma	PROPN
agb-217	143	4	’s	’s	PART
agb-217	143	5	47	47	NUM
agb-217	143	6	sorghum	sorghum	NOUN
agb-217	143	7	fields	field	NOUN
agb-217	143	8	were	be	AUX
agb-217	143	9	infested	infest	VERB
agb-217	143	10	during	during	ADP
agb-217	143	11	the	the	DET
agb-217	143	12	data	data	NOUN
agb-217	143	13	collection	collection	NOUN
agb-217	143	14	period	period	NOUN
agb-217	143	15	,	,	PUNCT
agb-217	143	16	with	with	ADP
agb-217	143	17	the	the	DET
agb-217	143	18	remaining	remain	VERB
agb-217	143	19	12	12	NUM
agb-217	143	20	fields	field	NOUN
agb-217	143	21	classified	classify	VERB
agb-217	143	22	as	as	ADP
agb-217	143	23	uninfested	uninfeste	VERB
agb-217	143	24	on	on	ADP
agb-217	143	25	october	october	PROPN
agb-217	143	26	16	16	NUM
agb-217	143	27	(	(	PUNCT
agb-217	143	28	table	table	NOUN
agb-217	143	29	2	2	NUM
agb-217	143	30	)	)	PUNCT
agb-217	143	31	.	.	PUNCT
agb-217	144	1	agbioforum	agbioforum	PROPN
agb-217	144	2	,	,	PUNCT
agb-217	144	3	25(1	25(1	NUM
agb-217	144	4	)	)	PUNCT
agb-217	144	5	,	,	PUNCT
agb-217	144	6	2023	2023	NUM
agb-217	144	7	|	|	ADV
agb-217	144	8	121	121	NUM
agb-217	144	9	lee	lee	PROPN
agb-217	144	10	,	,	PUNCT
agb-217	144	11	vitale	vitale	PROPN
agb-217	144	12	,	,	PUNCT
agb-217	144	13	lambert	lambert	PROPN
agb-217	144	14	—	—	PUNCT
agb-217	144	15	weather	weather	NOUN
agb-217	144	16	and	and	CCONJ
agb-217	144	17	geographic	geographic	ADJ
agb-217	144	18	effects	effect	NOUN
agb-217	144	19	on	on	ADP
agb-217	144	20	sugarcane	sugarcane	NOUN
agb-217	144	21	aphid	aphid	NOUN
agb-217	144	22	migration	migration	NOUN
agb-217	144	23	the	the	DET
agb-217	144	24	covariates	covariate	NOUN
agb-217	144	25	included	include	VERB
agb-217	144	26	in	in	ADP
agb-217	144	27	the	the	DET
agb-217	144	28	sca	sca	PROPN
agb-217	144	29	migration	migration	NOUN
agb-217	144	30	model	model	NOUN
agb-217	144	31	fall	fall	VERB
agb-217	144	32	into	into	ADP
agb-217	144	33	three	three	NUM
agb-217	144	34	categories	category	NOUN
agb-217	144	35	:	:	PUNCT
agb-217	144	36	geographic	geographic	ADJ
agb-217	144	37	relationships	relationship	NOUN
agb-217	144	38	between	between	ADP
agb-217	144	39	sampled	sample	VERB
agb-217	144	40	sorghum	sorghum	NOUN
agb-217	144	41	fields	field	NOUN
agb-217	144	42	,	,	PUNCT
agb-217	144	43	weather	weather	NOUN
agb-217	144	44	variables	variable	NOUN
agb-217	144	45	,	,	PUNCT
agb-217	144	46	and	and	CCONJ
agb-217	144	47	sca	sca	PROPN
agb-217	144	48	population	population	NOUN
agb-217	144	49	characteristics	characteristic	NOUN
agb-217	144	50	(	(	PUNCT
agb-217	144	51	table	table	NOUN
agb-217	144	52	1	1	NUM
agb-217	144	53	)	)	PUNCT
agb-217	144	54	.	.	PUNCT
agb-217	145	1	table	table	NOUN
agb-217	145	2	1	1	NUM
agb-217	145	3	.	.	PUNCT
agb-217	145	4	covariate	covariate	ADJ
agb-217	145	5	description	description	NOUN
agb-217	145	6	category	category	NOUN
agb-217	145	7	covariate	covariate	VERB
agb-217	145	8	description	description	NOUN
agb-217	145	9	acronym	acronym	NOUN
agb-217	145	10	source	source	NOUN
agb-217	145	11	geographic	geographic	ADJ
agb-217	145	12	relationship	relationship	NOUN
agb-217	145	13	field	field	NOUN
agb-217	145	14	location	location	NOUN
agb-217	145	15	north	north	NOUN
agb-217	145	16	-	-	PUNCT
agb-217	145	17	central	central	ADJ
agb-217	145	18	(	(	PUNCT
agb-217	145	19	ncok	ncok	NOUN
agb-217	145	20	)	)	PUNCT
agb-217	145	21	,	,	PUNCT
agb-217	146	1	north	north	NOUN
agb-217	146	2	-	-	PUNCT
agb-217	146	3	west	west	NOUN
agb-217	146	4	(	(	PUNCT
agb-217	146	5	phok	phok	NOUN
agb-217	146	6	)	)	PUNCT
agb-217	146	7	,	,	PUNCT
agb-217	146	8	southwest	southwest	NOUN
agb-217	146	9	(	(	PUNCT
agb-217	146	10	swok	swok	NOUN
agb-217	146	11	)	)	PUNCT
agb-217	146	12	𝑙𝑝	𝑙𝑝	PROPN
agb-217	146	13	,	,	PUNCT
agb-217	146	14	𝑙𝑛	𝑙𝑛	PROPN
agb-217	146	15	norman	norman	PROPN
agb-217	146	16	elliott	elliott	PROPN
agb-217	147	1	(	(	PUNCT
agb-217	147	2	personal	personal	ADJ
agb-217	147	3	conversation	conversation	NOUN
agb-217	147	4	,	,	PUNCT
agb-217	147	5	2021	2021	NUM
agb-217	147	6	)	)	PUNCT
agb-217	147	7	distance	distance	NOUN
agb-217	147	8	distance	distance	NOUN
agb-217	147	9	(	(	PUNCT
agb-217	147	10	miles	mile	NOUN
agb-217	147	11	)	)	PUNCT
agb-217	147	12	between	between	ADP
agb-217	147	13	the	the	DET
agb-217	147	14	first	first	ADJ
agb-217	147	15	infested	infested	ADJ
agb-217	147	16	field	field	NOUN
agb-217	147	17	and	and	CCONJ
agb-217	147	18	other	other	ADJ
agb-217	147	19	fields	field	NOUN
agb-217	147	20	in	in	ADP
agb-217	147	21	the	the	DET
agb-217	147	22	region	region	NOUN
agb-217	147	23	by	by	ADP
agb-217	147	24	region	region	NOUN
agb-217	147	25	𝑑1	𝑑1	PROPN
agb-217	147	26	norman	norman	PROPN
agb-217	147	27	elliott	elliott	PROPN
agb-217	148	1	(	(	PUNCT
agb-217	148	2	personal	personal	ADJ
agb-217	148	3	conversation	conversation	NOUN
agb-217	148	4	,	,	PUNCT
agb-217	148	5	2021	2021	NUM
agb-217	148	6	)	)	PUNCT
agb-217	148	7	distance	distance	NOUN
agb-217	148	8	(	(	PUNCT
agb-217	148	9	miles	mile	NOUN
agb-217	148	10	)	)	PUNCT
agb-217	148	11	between	between	ADP
agb-217	148	12	the	the	DET
agb-217	148	13	last	last	ADJ
agb-217	148	14	infested	infested	ADJ
agb-217	148	15	sorghum	sorghum	NOUN
agb-217	148	16	field	field	NOUN
agb-217	148	17	in	in	ADP
agb-217	148	18	texas	texas	PROPN
agb-217	148	19	and	and	CCONJ
agb-217	148	20	the	the	DET
agb-217	148	21	sorghum	sorghum	NOUN
agb-217	148	22	field	field	NOUN
agb-217	148	23	in	in	ADP
agb-217	148	24	oklahoma	oklahoma	PROPN
agb-217	148	25	𝑑2	𝑑2	PROPN
agb-217	148	26	norman	norman	PROPN
agb-217	148	27	elliott	elliott	PROPN
agb-217	149	1	(	(	PUNCT
agb-217	149	2	personal	personal	ADJ
agb-217	149	3	conversation	conversation	NOUN
agb-217	149	4	,	,	PUNCT
agb-217	149	5	2021	2021	NUM
agb-217	149	6	)	)	PUNCT
agb-217	149	7	distance	distance	NOUN
agb-217	149	8	(	(	PUNCT
agb-217	149	9	miles	mile	NOUN
agb-217	149	10	)	)	PUNCT
agb-217	149	11	between	between	ADP
agb-217	149	12	the	the	DET
agb-217	149	13	first	first	ADJ
agb-217	149	14	sorghum	sorghum	NOUN
agb-217	149	15	field	field	NOUN
agb-217	149	16	in	in	ADP
agb-217	149	17	oklahoma	oklahoma	PROPN
agb-217	149	18	and	and	CCONJ
agb-217	149	19	other	other	ADJ
agb-217	149	20	fields	field	NOUN
agb-217	149	21	in	in	ADP
agb-217	149	22	oklahoma	oklahoma	PROPN
agb-217	149	23	𝑑3	𝑑3	PROPN
agb-217	149	24	norman	norman	PROPN
agb-217	149	25	elliott	elliott	PROPN
agb-217	149	26	(	(	PUNCT
agb-217	149	27	personal	personal	ADJ
agb-217	149	28	conversation	conversation	NOUN
agb-217	149	29	,	,	PUNCT
agb-217	149	30	2021	2021	NUM
agb-217	149	31	)	)	PUNCT
agb-217	149	32	distance	distance	NOUN
agb-217	149	33	(	(	PUNCT
agb-217	149	34	miles	mile	NOUN
agb-217	149	35	)	)	PUNCT
agb-217	149	36	between	between	ADP
agb-217	149	37	sorghum	sorghum	NOUN
agb-217	149	38	fields	field	NOUN
agb-217	149	39	infested	infest	VERB
agb-217	149	40	in	in	ADP
agb-217	149	41	sequential	sequential	ADJ
agb-217	149	42	time	time	NOUN
agb-217	149	43	order	order	NOUN
agb-217	149	44	𝑑4	𝑑4	PROPN
agb-217	149	45	norman	norman	PROPN
agb-217	149	46	elliott	elliott	PROPN
agb-217	150	1	(	(	PUNCT
agb-217	150	2	personal	personal	ADJ
agb-217	150	3	conversation	conversation	NOUN
agb-217	150	4	,	,	PUNCT
agb-217	150	5	2021	2021	NUM
agb-217	150	6	)	)	PUNCT
agb-217	150	7	weather	weather	NOUN
agb-217	150	8	temperature	temperature	NOUN
agb-217	150	9	temperature	temperature	NOUN
agb-217	150	10	(	(	PUNCT
agb-217	150	11	°	°	ADP
agb-217	150	12	c	c	NOUN
agb-217	150	13	)	)	PUNCT
agb-217	150	14	in	in	ADP
agb-217	150	15	sorghum	sorghum	NOUN
agb-217	150	16	field	field	NOUN
agb-217	150	17	(	(	PUNCT
agb-217	150	18	average	average	NOUN
agb-217	150	19	of	of	ADP
agb-217	150	20	all	all	DET
agb-217	150	21	5	5	NUM
agb-217	150	22	-	-	PUNCT
agb-217	150	23	minute	minute	NOUN
agb-217	150	24	averaged	average	VERB
agb-217	150	25	temperature	temperature	NOUN
agb-217	150	26	observations	observation	NOUN
agb-217	150	27	each	each	DET
agb-217	150	28	day	day	NOUN
agb-217	150	29	)	)	PUNCT
agb-217	150	30	𝑡𝑎	𝑡𝑎	ADP
agb-217	150	31	oklahoma	oklahoma	PROPN
agb-217	150	32	mesonet	mesonet	PROPN
agb-217	150	33	(	(	PUNCT
agb-217	150	34	2020	2020	NUM
agb-217	150	35	)	)	PUNCT
agb-217	150	36	precipitation	precipitation	NOUN
agb-217	150	37	precipitation	precipitation	NOUN
agb-217	150	38	(	(	PUNCT
agb-217	150	39	mm	mm	NOUN
agb-217	150	40	)	)	PUNCT
agb-217	150	41	in	in	ADP
agb-217	150	42	sorghum	sorghum	NOUN
agb-217	150	43	field	field	NOUN
agb-217	150	44	(	(	PUNCT
agb-217	150	45	liquid	liquid	ADJ
agb-217	150	46	precipitation	precipitation	NOUN
agb-217	150	47	measured	measure	VERB
agb-217	150	48	each	each	DET
agb-217	150	49	day	day	NOUN
agb-217	150	50	)	)	PUNCT
agb-217	150	51	𝑟𝑎	𝑟𝑎	PROPN
agb-217	150	52	oklahoma	oklahoma	PROPN
agb-217	150	53	mesonet	mesonet	PROPN
agb-217	150	54	(	(	PUNCT
agb-217	150	55	2020	2020	NUM
agb-217	150	56	)	)	PUNCT
agb-217	150	57	wind	wind	NOUN
agb-217	150	58	direction	direction	NOUN
agb-217	150	59	wind	wind	NOUN
agb-217	150	60	direction	direction	NOUN
agb-217	150	61	angle	angle	NOUN
agb-217	150	62	(	(	PUNCT
agb-217	150	63	east	east	NOUN
agb-217	150	64	:	:	PUNCT
agb-217	150	65	0	0	NUM
agb-217	150	66	degrees	degree	NOUN
agb-217	150	67	)	)	PUNCT
agb-217	150	68	in	in	ADP
agb-217	150	69	sorghum	sorghum	NOUN
agb-217	150	70	field	field	NOUN
agb-217	150	71	(	(	PUNCT
agb-217	150	72	most	most	ADV
agb-217	150	73	common	common	ADJ
agb-217	150	74	wind	wind	NOUN
agb-217	150	75	direction	direction	NOUN
agb-217	150	76	converted	convert	VERB
agb-217	150	77	to	to	ADP
agb-217	150	78	degrees	degree	NOUN
agb-217	150	79	)	)	PUNCT
agb-217	150	80	𝑎𝑛	𝑎𝑛	PROPN
agb-217	150	81	oklahoma	oklahoma	PROPN
agb-217	150	82	mesonet	mesonet	PROPN
agb-217	150	83	(	(	PUNCT
agb-217	150	84	2020	2020	NUM
agb-217	150	85	)	)	PUNCT
agb-217	150	86	sugarcane	sugarcane	NOUN
agb-217	150	87	aphid	aphid	NOUN
agb-217	150	88	population	population	NOUN
agb-217	150	89	characteristics	characteristic	NOUN
agb-217	150	90	total	total	ADJ
agb-217	150	91	population	population	NOUN
agb-217	150	92	of	of	ADP
agb-217	150	93	sca	sca	PROPN
agb-217	150	94	number	number	NOUN
agb-217	150	95	of	of	ADP
agb-217	150	96	sugarcane	sugarcane	NOUN
agb-217	150	97	aphids	aphid	NOUN
agb-217	150	98	per	per	ADP
agb-217	150	99	plant	plant	NOUN
agb-217	150	100	𝑡𝑝	𝑡𝑝	PROPN
agb-217	150	101	norman	norman	PROPN
agb-217	150	102	elliott	elliott	PROPN
agb-217	150	103	(	(	PUNCT
agb-217	150	104	personal	personal	ADJ
agb-217	150	105	conversation	conversation	NOUN
agb-217	150	106	,	,	PUNCT
agb-217	150	107	2021	2021	NUM
agb-217	150	108	)	)	PUNCT
agb-217	150	109	winged	wing	VERB
agb-217	150	110	sca	sca	PROPN
agb-217	150	111	ratio	ratio	NOUN
agb-217	150	112	proportion	proportion	NOUN
agb-217	150	113	of	of	ADP
agb-217	150	114	winged	wing	VERB
agb-217	150	115	sugarcane	sugarcane	NOUN
agb-217	150	116	aphid	aphid	NOUN
agb-217	150	117	to	to	PART
agb-217	150	118	total	total	ADJ
agb-217	150	119	population	population	NOUN
agb-217	150	120	of	of	ADP
agb-217	150	121	sugarcane	sugarcane	NOUN
agb-217	150	122	aphid	aphid	NOUN
agb-217	150	123	per	per	ADP
agb-217	150	124	plant	plant	NOUN
agb-217	150	125	𝑤	𝑤	ADP
agb-217	150	126	norman	norman	PROPN
agb-217	150	127	elliott	elliott	PROPN
agb-217	150	128	(	(	PUNCT
agb-217	150	129	personal	personal	ADJ
agb-217	150	130	conversation	conversation	NOUN
agb-217	150	131	,	,	PUNCT
agb-217	150	132	2021	2021	NUM
agb-217	150	133	)	)	PUNCT
agb-217	150	134	3.5	3.5	NUM
agb-217	150	135	geographic	geographic	ADJ
agb-217	150	136	relationships	relationship	NOUN
agb-217	150	137	between	between	ADP
agb-217	150	138	sorghum	sorghum	NOUN
agb-217	150	139	fields	field	NOUN
agb-217	150	140	geographic	geographic	ADJ
agb-217	150	141	proximity	proximity	NOUN
agb-217	150	142	between	between	ADP
agb-217	150	143	sorghum	sorghum	NOUN
agb-217	150	144	fields	field	NOUN
agb-217	150	145	is	be	AUX
agb-217	150	146	modeled	model	VERB
agb-217	150	147	using	use	VERB
agb-217	150	148	regional	regional	ADJ
agb-217	150	149	dummy	dummy	ADJ
agb-217	150	150	variables	variable	NOUN
agb-217	150	151	and	and	CCONJ
agb-217	150	152	distances	distance	NOUN
agb-217	150	153	between	between	ADP
agb-217	150	154	sorghum	sorghum	NOUN
agb-217	150	155	fields	field	NOUN
agb-217	150	156	.	.	PUNCT
agb-217	151	1	sca	sca	PROPN
agb-217	151	2	infestations	infestation	NOUN
agb-217	151	3	typically	typically	ADV
agb-217	151	4	begin	begin	VERB
agb-217	151	5	in	in	ADP
agb-217	151	6	the	the	DET
agb-217	151	7	southern	southern	ADJ
agb-217	151	8	region	region	NOUN
agb-217	151	9	of	of	ADP
agb-217	151	10	oklahoma	oklahoma	PROPN
agb-217	151	11	.	.	PUNCT
agb-217	152	1	sca	sca	PROPN
agb-217	152	2	then	then	ADV
agb-217	152	3	migrate	migrate	VERB
agb-217	152	4	northward	northward	ADV
agb-217	152	5	.	.	PUNCT
agb-217	153	1	infestation	infestation	NOUN
agb-217	153	2	occurred	occur	VERB
agb-217	153	3	first	first	ADV
agb-217	153	4	in	in	ADP
agb-217	153	5	the	the	DET
agb-217	153	6	southwest	southwest	NOUN
agb-217	153	7	region	region	NOUN
agb-217	153	8	(	(	PUNCT
agb-217	153	9	first	first	ADJ
agb-217	153	10	sighting	sighting	NOUN
agb-217	153	11	,	,	PUNCT
agb-217	153	12	may	may	AUX
agb-217	153	13	31	31	NUM
agb-217	153	14	)	)	PUNCT
agb-217	153	15	,	,	PUNCT
agb-217	153	16	followed	follow	VERB
agb-217	153	17	by	by	ADP
agb-217	153	18	the	the	DET
agb-217	153	19	northcentral	northcentral	ADJ
agb-217	153	20	region	region	NOUN
agb-217	153	21	,	,	PUNCT
agb-217	153	22	and	and	CCONJ
agb-217	153	23	finally	finally	ADV
agb-217	153	24	the	the	DET
agb-217	153	25	northwest	northwest	PROPN
agb-217	153	26	region	region	NOUN
agb-217	153	27	.	.	PUNCT
agb-217	154	1	reporting	reporting	NOUN
agb-217	154	2	dates	date	NOUN
agb-217	154	3	for	for	ADP
agb-217	154	4	the	the	DET
agb-217	154	5	north	north	NOUN
agb-217	154	6	-	-	PUNCT
agb-217	154	7	central	central	ADJ
agb-217	154	8	region	region	NOUN
agb-217	154	9	occurred	occur	VERB
agb-217	154	10	june	june	PROPN
agb-217	154	11	1	1	NUM
agb-217	154	12	to	to	ADP
agb-217	154	13	october	october	PROPN
agb-217	154	14	3	3	NUM
agb-217	154	15	.	.	PUNCT
agb-217	154	16	reporting	reporting	NOUN
agb-217	154	17	dates	date	NOUN
agb-217	154	18	for	for	ADP
agb-217	154	19	the	the	DET
agb-217	154	20	northwest	northwest	PROPN
agb-217	154	21	region	region	NOUN
agb-217	154	22	were	be	AUX
agb-217	154	23	from	from	ADP
agb-217	154	24	july	july	PROPN
agb-217	154	25	7	7	NUM
agb-217	154	26	to	to	ADP
agb-217	154	27	october	october	PROPN
agb-217	154	28	16	16	NUM
agb-217	154	29	(	(	PUNCT
agb-217	154	30	figure	figure	NOUN
agb-217	154	31	1	1	NUM
agb-217	154	32	)	)	PUNCT
agb-217	154	33	.	.	PUNCT
agb-217	155	1	the	the	DET
agb-217	155	2	division	division	NOUN
agb-217	155	3	of	of	ADP
agb-217	155	4	oklahoma	oklahoma	PROPN
agb-217	155	5	’s	’s	PART
agb-217	155	6	sorghum	sorghum	NOUN
agb-217	155	7	-	-	PUNCT
agb-217	155	8	producing	produce	VERB
agb-217	155	9	areas	area	NOUN
agb-217	155	10	into	into	ADP
agb-217	155	11	three	three	NUM
agb-217	155	12	regions	region	NOUN
agb-217	155	13	controls	control	NOUN
agb-217	155	14	for	for	ADP
agb-217	155	15	regional	regional	ADJ
agb-217	155	16	differences	difference	NOUN
agb-217	155	17	in	in	ADP
agb-217	155	18	landscape	landscape	NOUN
agb-217	155	19	,	,	PUNCT
agb-217	155	20	soil	soil	NOUN
agb-217	155	21	quality	quality	NOUN
agb-217	155	22	,	,	PUNCT
agb-217	155	23	and	and	CCONJ
agb-217	155	24	other	other	ADJ
agb-217	155	25	agroecological	agroecological	ADJ
agb-217	155	26	features	feature	NOUN
agb-217	155	27	.	.	PUNCT
agb-217	156	1	the	the	DET
agb-217	156	2	47	47	NUM
agb-217	156	3	sorghum	sorghum	NOUN
agb-217	156	4	fields	field	NOUN
agb-217	156	5	were	be	AUX
agb-217	156	6	situated	situate	VERB
agb-217	156	7	in	in	ADP
agb-217	156	8	three	three	NUM
agb-217	156	9	distinct	distinct	ADJ
agb-217	156	10	growing	grow	VERB
agb-217	156	11	regions	region	NOUN
agb-217	156	12	of	of	ADP
agb-217	156	13	oklahoma	oklahoma	NOUN
agb-217	156	14	:	:	PUNCT
agb-217	156	15	11	11	NUM
agb-217	156	16	sorghum	sorghum	NOUN
agb-217	156	17	fields	field	NOUN
agb-217	156	18	were	be	AUX
agb-217	156	19	in	in	ADP
agb-217	156	20	the	the	DET
agb-217	156	21	southwest	southwest	NOUN
agb-217	156	22	region	region	NOUN
agb-217	156	23	,	,	PUNCT
agb-217	156	24	18	18	NUM
agb-217	156	25	sorghum	sorghum	NOUN
agb-217	156	26	fields	field	NOUN
agb-217	156	27	were	be	AUX
agb-217	156	28	in	in	ADP
agb-217	156	29	the	the	DET
agb-217	156	30	northcentral	northcentral	ADJ
agb-217	156	31	region	region	NOUN
agb-217	156	32	,	,	PUNCT
agb-217	156	33	and	and	CCONJ
agb-217	156	34	18	18	NUM
agb-217	156	35	sorghum	sorghum	NOUN
agb-217	156	36	fields	field	NOUN
agb-217	156	37	were	be	AUX
agb-217	156	38	in	in	ADP
agb-217	156	39	the	the	DET
agb-217	156	40	northwest	northwest	ADJ
agb-217	156	41	region	region	NOUN
agb-217	156	42	of	of	ADP
agb-217	156	43	oklahoma	oklahoma	PROPN
agb-217	156	44	(	(	PUNCT
agb-217	156	45	figure	figure	NOUN
agb-217	156	46	1	1	NUM
agb-217	156	47	)	)	PUNCT
agb-217	156	48	.	.	PUNCT
agb-217	157	1	field	field	NOUN
agb-217	157	2	-	-	PUNCT
agb-217	157	3	to	to	ADP
agb-217	157	4	-	-	PUNCT
agb-217	157	5	field	field	NOUN
agb-217	157	6	distances	distance	NOUN
agb-217	157	7	were	be	AUX
agb-217	157	8	calculated	calculate	VERB
agb-217	157	9	using	use	VERB
agb-217	157	10	the	the	DET
agb-217	157	11	haversine	haversine	NOUN
agb-217	157	12	formula	formula	NOUN
agb-217	157	13	.	.	PUNCT
agb-217	158	1	distance	distance	NOUN
agb-217	158	2	variables	variable	NOUN
agb-217	158	3	are	be	AUX
agb-217	158	4	in	in	ADP
agb-217	158	5	miles	mile	NOUN
agb-217	158	6	.	.	PUNCT
agb-217	159	1	four	four	NUM
agb-217	159	2	distances	distance	NOUN
agb-217	159	3	were	be	AUX
agb-217	159	4	constructed	construct	VERB
agb-217	159	5	.	.	PUNCT
agb-217	160	1	the	the	DET
agb-217	160	2	first	first	ADJ
agb-217	160	3	distance	distance	NOUN
agb-217	160	4	variable	variable	NOUN
agb-217	160	5	is	be	AUX
agb-217	160	6	the	the	DET
agb-217	160	7	distance	distance	NOUN
agb-217	160	8	between	between	ADP
agb-217	160	9	the	the	DET
agb-217	160	10	first	first	ADJ
agb-217	160	11	field	field	NOUN
agb-217	160	12	infested	infest	VERB
agb-217	160	13	in	in	ADP
agb-217	160	14	a	a	DET
agb-217	160	15	region	region	NOUN
agb-217	160	16	to	to	ADP
agb-217	160	17	other	other	ADJ
agb-217	160	18	fields	field	NOUN
agb-217	160	19	in	in	ADP
agb-217	160	20	the	the	DET
agb-217	160	21	same	same	ADJ
agb-217	160	22	region	region	NOUN
agb-217	160	23	.	.	PUNCT
agb-217	161	1	the	the	DET
agb-217	161	2	second	second	ADJ
agb-217	161	3	distance	distance	NOUN
agb-217	161	4	variable	variable	NOUN
agb-217	161	5	is	be	AUX
agb-217	161	6	the	the	DET
agb-217	161	7	distance	distance	NOUN
agb-217	161	8	between	between	ADP
agb-217	161	9	the	the	DET
agb-217	161	10	last	last	ADJ
agb-217	161	11	infested	infested	ADJ
agb-217	161	12	sorghum	sorghum	NOUN
agb-217	161	13	field	field	NOUN
agb-217	161	14	in	in	ADP
agb-217	161	15	texas	texas	PROPN
agb-217	161	16	to	to	ADP
agb-217	161	17	all	all	DET
agb-217	161	18	surveyed	survey	VERB
agb-217	161	19	fields	field	NOUN
agb-217	161	20	in	in	ADP
agb-217	161	21	oklahoma	oklahoma	PROPN
agb-217	161	22	.	.	PUNCT
agb-217	162	1	this	this	DET
agb-217	162	2	variable	variable	ADJ
agb-217	162	3	controls	control	VERB
agb-217	162	4	for	for	ADP
agb-217	162	5	the	the	DET
agb-217	162	6	northward	northward	ADJ
agb-217	162	7	movement	movement	NOUN
agb-217	162	8	of	of	ADP
agb-217	162	9	sca	sca	PROPN
agb-217	162	10	from	from	ADP
agb-217	162	11	texas	texas	PROPN
agb-217	162	12	to	to	ADP
agb-217	162	13	oklahoma	oklahoma	PROPN
agb-217	162	14	sorghum	sorghum	NOUN
agb-217	162	15	fields	field	NOUN
agb-217	162	16	as	as	ADP
agb-217	162	17	a	a	DET
agb-217	162	18	function	function	NOUN
agb-217	162	19	of	of	ADP
agb-217	162	20	geographic	geographic	ADJ
agb-217	162	21	distance	distance	NOUN
agb-217	162	22	.	.	PUNCT
agb-217	163	1	figure	figure	NOUN
agb-217	163	2	1	1	NUM
agb-217	163	3	.	.	PUNCT
agb-217	164	1	oklahoma	oklahoma	PROPN
agb-217	164	2	sorghum	sorghum	NOUN
agb-217	164	3	field	field	NOUN
agb-217	164	4	location	location	NOUN
agb-217	164	5	used	use	VERB
agb-217	164	6	for	for	ADP
agb-217	164	7	analysis	analysis	NOUN
agb-217	164	8	,	,	PUNCT
agb-217	164	9	infestation	infestation	NOUN
agb-217	164	10	status	status	NOUN
agb-217	164	11	,	,	PUNCT
agb-217	164	12	and	and	CCONJ
agb-217	164	13	infestation	infestation	NOUN
agb-217	164	14	date	date	NOUN
agb-217	164	15	(	(	PUNCT
agb-217	164	16	or	or	CCONJ
agb-217	164	17	last	last	ADJ
agb-217	164	18	reported	report	VERB
agb-217	164	19	date	date	NOUN
agb-217	164	20	)	)	PUNCT
agb-217	164	21	note	note	NOUN
agb-217	164	22	.	.	PUNCT
agb-217	165	1	data	datum	NOUN
agb-217	165	2	from	from	ADP
agb-217	165	3	oklahoma	oklahoma	PROPN
agb-217	165	4	mesonet	mesonet	PROPN
agb-217	165	5	(	(	PUNCT
agb-217	165	6	mesonet	mesonet	PROPN
agb-217	165	7	,	,	PUNCT
agb-217	165	8	2020	2020	NUM
agb-217	165	9	)	)	PUNCT
agb-217	165	10	.	.	PUNCT
agb-217	166	1	the	the	DET
agb-217	166	2	number	number	NOUN
agb-217	166	3	in	in	ADP
agb-217	166	4	each	each	DET
agb-217	166	5	field	field	NOUN
agb-217	166	6	indicates	indicate	VERB
agb-217	166	7	the	the	DET
agb-217	166	8	field	field	NOUN
agb-217	166	9	’s	’s	PART
agb-217	166	10	identifier	identifier	NOUN
agb-217	166	11	,	,	PUNCT
agb-217	166	12	if	if	SCONJ
agb-217	166	13	the	the	DET
agb-217	166	14	field	field	NOUN
agb-217	166	15	was	be	AUX
agb-217	166	16	infested	infest	VERB
agb-217	166	17	(	(	PUNCT
agb-217	166	18	‘	'	PUNCT
agb-217	166	19	1	1	NUM
agb-217	166	20	’	'	PUNCT
agb-217	166	21	if	if	SCONJ
agb-217	166	22	sca	sca	PROPN
agb-217	166	23	present	present	VERB
agb-217	166	24	in	in	ADP
agb-217	166	25	the	the	DET
agb-217	166	26	field	field	NOUN
agb-217	166	27	,	,	PUNCT
agb-217	166	28	‘	'	PUNCT
agb-217	166	29	0	0	NUM
agb-217	166	30	’	'	PUNCT
agb-217	166	31	otherwise	otherwise	ADV
agb-217	166	32	)	)	PUNCT
agb-217	166	33	,	,	PUNCT
agb-217	166	34	and	and	CCONJ
agb-217	166	35	the	the	DET
agb-217	166	36	date	date	NOUN
agb-217	166	37	of	of	ADP
agb-217	166	38	infestation	infestation	NOUN
agb-217	166	39	.	.	PUNCT
agb-217	167	1	the	the	DET
agb-217	167	2	red	red	ADJ
agb-217	167	3	line	line	NOUN
agb-217	167	4	indicates	indicate	VERB
agb-217	167	5	the	the	DET
agb-217	167	6	chronological	chronological	ADJ
agb-217	167	7	connection	connection	NOUN
agb-217	167	8	of	of	ADP
agb-217	167	9	the	the	DET
agb-217	167	10	fields	field	NOUN
agb-217	167	11	infested	infest	VERB
agb-217	167	12	by	by	ADP
agb-217	167	13	sca	sca	PROPN
agb-217	167	14	.	.	PUNCT
agb-217	168	1	agbioforum	agbioforum	PROPN
agb-217	168	2	,	,	PUNCT
agb-217	168	3	25(1	25(1	NUM
agb-217	168	4	)	)	PUNCT
agb-217	168	5	,	,	PUNCT
agb-217	168	6	2023	2023	NUM
agb-217	168	7	|	|	ADV
agb-217	168	8	122	122	NUM
agb-217	168	9	lee	lee	PROPN
agb-217	168	10	,	,	PUNCT
agb-217	168	11	vitale	vitale	PROPN
agb-217	168	12	,	,	PUNCT
agb-217	168	13	lambert	lambert	PROPN
agb-217	168	14	—	—	PUNCT
agb-217	168	15	weather	weather	NOUN
agb-217	168	16	and	and	CCONJ
agb-217	168	17	geographic	geographic	ADJ
agb-217	168	18	effects	effect	NOUN
agb-217	168	19	on	on	ADP
agb-217	168	20	sugarcane	sugarcane	NOUN
agb-217	168	21	aphid	aphid	NOUN
agb-217	168	22	migration	migration	NOUN
agb-217	168	23	the	the	DET
agb-217	168	24	third	third	ADJ
agb-217	168	25	distance	distance	NOUN
agb-217	168	26	variable	variable	NOUN
agb-217	168	27	is	be	AUX
agb-217	168	28	the	the	DET
agb-217	168	29	distance	distance	NOUN
agb-217	168	30	between	between	ADP
agb-217	168	31	the	the	DET
agb-217	168	32	first	first	ADJ
agb-217	168	33	sorghum	sorghum	NOUN
agb-217	168	34	field	field	NOUN
agb-217	168	35	infested	infest	VERB
agb-217	168	36	by	by	ADP
agb-217	168	37	sca	sca	PROPN
agb-217	168	38	in	in	ADP
agb-217	168	39	oklahoma	oklahoma	PROPN
agb-217	168	40	to	to	ADP
agb-217	168	41	all	all	DET
agb-217	168	42	other	other	ADJ
agb-217	168	43	oklahoma	oklahoma	PROPN
agb-217	168	44	sorghum	sorghum	NOUN
agb-217	168	45	fields	field	NOUN
agb-217	168	46	included	include	VERB
agb-217	168	47	in	in	ADP
agb-217	168	48	the	the	DET
agb-217	168	49	survey	survey	NOUN
agb-217	168	50	.	.	PUNCT
agb-217	169	1	this	this	DET
agb-217	169	2	variable	variable	NOUN
agb-217	169	3	also	also	ADV
agb-217	169	4	controls	control	VERB
agb-217	169	5	for	for	ADP
agb-217	169	6	the	the	DET
agb-217	169	7	northward	northward	ADJ
agb-217	169	8	movement	movement	NOUN
agb-217	169	9	of	of	ADP
agb-217	169	10	sca	sca	PROPN
agb-217	169	11	as	as	ADP
agb-217	169	12	a	a	DET
agb-217	169	13	function	function	NOUN
agb-217	169	14	of	of	ADP
agb-217	169	15	geographic	geographic	ADJ
agb-217	169	16	distance	distance	NOUN
agb-217	169	17	.	.	PUNCT
agb-217	170	1	the	the	DET
agb-217	170	2	fourth	fourth	ADJ
agb-217	170	3	distance	distance	NOUN
agb-217	170	4	variable	variable	NOUN
agb-217	170	5	is	be	AUX
agb-217	170	6	the	the	DET
agb-217	170	7	distance	distance	NOUN
agb-217	170	8	between	between	ADP
agb-217	170	9	infested	infest	VERB
agb-217	170	10	fields	field	NOUN
agb-217	170	11	in	in	ADP
agb-217	170	12	terms	term	NOUN
agb-217	170	13	of	of	ADP
agb-217	170	14	temporal	temporal	ADJ
agb-217	170	15	priority	priority	NOUN
agb-217	170	16	.	.	PUNCT
agb-217	171	1	sequential	sequential	ADJ
agb-217	171	2	field	field	NOUN
agb-217	171	3	-	-	PUNCT
agb-217	171	4	to	to	ADP
agb-217	171	5	-	-	PUNCT
agb-217	171	6	field	field	NOUN
agb-217	171	7	infestations	infestation	NOUN
agb-217	171	8	distances	distance	NOUN
agb-217	171	9	were	be	AUX
agb-217	171	10	calculated	calculate	VERB
agb-217	171	11	for	for	ADP
agb-217	171	12	each	each	DET
agb-217	171	13	surveyed	survey	VERB
agb-217	171	14	field	field	NOUN
agb-217	171	15	.	.	PUNCT
agb-217	172	1	3.6	3.6	NUM
agb-217	172	2	weather	weather	NOUN
agb-217	172	3	variables	variable	NOUN
agb-217	172	4	weather	weather	NOUN
agb-217	172	5	variables	variable	NOUN
agb-217	172	6	include	include	VERB
agb-217	172	7	temperature	temperature	NOUN
agb-217	172	8	,	,	PUNCT
agb-217	172	9	precipitation	precipitation	NOUN
agb-217	172	10	,	,	PUNCT
agb-217	172	11	and	and	CCONJ
agb-217	172	12	wind	wind	NOUN
agb-217	172	13	direction	direction	NOUN
agb-217	172	14	.	.	PUNCT
agb-217	173	1	studies	study	NOUN
agb-217	173	2	on	on	ADP
agb-217	173	3	the	the	DET
agb-217	173	4	biological	biological	ADJ
agb-217	173	5	effects	effect	NOUN
agb-217	173	6	of	of	ADP
agb-217	173	7	temperature	temperature	NOUN
agb-217	173	8	and	and	CCONJ
agb-217	173	9	precipitation	precipitation	NOUN
agb-217	173	10	on	on	ADP
agb-217	173	11	sca	sca	PROPN
agb-217	173	12	conclude	conclude	VERB
agb-217	173	13	that	that	SCONJ
agb-217	173	14	these	these	DET
agb-217	173	15	two	two	NUM
agb-217	173	16	factors	factor	NOUN
agb-217	173	17	directly	directly	ADV
agb-217	173	18	affect	affect	VERB
agb-217	173	19	aphid	aphid	NOUN
agb-217	173	20	mobility	mobility	NOUN
agb-217	173	21	,	,	PUNCT
agb-217	173	22	reproduction	reproduction	NOUN
agb-217	173	23	,	,	PUNCT
agb-217	173	24	and	and	CCONJ
agb-217	173	25	survival	survival	NOUN
agb-217	173	26	(	(	PUNCT
agb-217	173	27	boate	boate	NOUN
agb-217	173	28	&	&	CCONJ
agb-217	173	29	otayor	otayor	NOUN
agb-217	173	30	,	,	PUNCT
agb-217	173	31	2020	2020	NUM
agb-217	173	32	;	;	PUNCT
agb-217	173	33	souza	souza	PROPN
agb-217	173	34	&	&	CCONJ
agb-217	173	35	davis	davis	PROPN
agb-217	173	36	,	,	PUNCT
agb-217	173	37	2020	2020	NUM
agb-217	173	38	)	)	PUNCT
agb-217	173	39	.	.	PUNCT
agb-217	174	1	aphid	aphid	NOUN
agb-217	174	2	movement	movement	NOUN
agb-217	174	3	is	be	AUX
agb-217	174	4	driven	drive	VERB
agb-217	174	5	largely	largely	ADV
agb-217	174	6	by	by	ADP
agb-217	174	7	atmospheric	atmospheric	ADJ
agb-217	174	8	conditions	condition	NOUN
agb-217	174	9	(	(	PUNCT
agb-217	174	10	irwin	irwin	PROPN
agb-217	174	11	,	,	PUNCT
agb-217	174	12	kampmeier	kampmeier	NOUN
agb-217	174	13	,	,	PUNCT
agb-217	174	14	&	&	CCONJ
agb-217	174	15	weisser	weisser	NOUN
agb-217	174	16	,	,	PUNCT
agb-217	174	17	2007	2007	NUM
agb-217	174	18	)	)	PUNCT
agb-217	174	19	.	.	PUNCT
agb-217	175	1	winged	wing	VERB
agb-217	175	2	sca	sca	PROPN
agb-217	175	3	alatae	alatae	ADV
agb-217	175	4	are	be	AUX
agb-217	175	5	more	more	ADV
agb-217	175	6	likely	likely	ADJ
agb-217	175	7	to	to	PART
agb-217	175	8	travel	travel	VERB
agb-217	175	9	longer	long	ADJ
agb-217	175	10	distances	distance	NOUN
agb-217	175	11	when	when	SCONJ
agb-217	175	12	atmospheric	atmospheric	ADJ
agb-217	175	13	conditions	condition	NOUN
agb-217	175	14	are	be	AUX
agb-217	175	15	stable	stable	ADJ
agb-217	175	16	.	.	PUNCT
agb-217	176	1	aphids	aphid	NOUN
agb-217	176	2	can	can	AUX
agb-217	176	3	not	not	PART
agb-217	176	4	migrate	migrate	VERB
agb-217	176	5	over	over	ADP
agb-217	176	6	long	long	ADJ
agb-217	176	7	distances	distance	NOUN
agb-217	176	8	during	during	ADP
agb-217	176	9	adverse	adverse	ADJ
agb-217	176	10	,	,	PUNCT
agb-217	176	11	or	or	CCONJ
agb-217	176	12	unstable	unstable	ADJ
agb-217	176	13	,	,	PUNCT
agb-217	176	14	weather	weather	NOUN
agb-217	176	15	conditions	condition	NOUN
agb-217	176	16	when	when	SCONJ
agb-217	176	17	temperature	temperature	NOUN
agb-217	176	18	and	and	CCONJ
agb-217	176	19	precipitation	precipitation	NOUN
agb-217	176	20	are	be	AUX
agb-217	176	21	in	in	ADP
agb-217	176	22	flux	flux	NOUN
agb-217	176	23	(	(	PUNCT
agb-217	176	24	isard	isard	PROPN
agb-217	176	25	&	&	CCONJ
agb-217	176	26	gage	gage	PROPN
agb-217	176	27	,	,	PUNCT
agb-217	176	28	2001	2001	NUM
agb-217	176	29	;	;	PUNCT
agb-217	176	30	isard	isard	PROPN
agb-217	176	31	et	et	PROPN
agb-217	176	32	al	al	PROPN
agb-217	176	33	.	.	PROPN
agb-217	176	34	,	,	PUNCT
agb-217	176	35	1994	1994	NUM
agb-217	176	36	)	)	PUNCT
agb-217	176	37	.	.	PUNCT
agb-217	177	1	weather	weather	NOUN
agb-217	177	2	variables	variable	NOUN
agb-217	177	3	include	include	VERB
agb-217	177	4	average	average	ADJ
agb-217	177	5	air	air	NOUN
agb-217	177	6	temperature	temperature	NOUN
agb-217	177	7	(	(	PUNCT
agb-217	177	8	tavg	tavg	PROPN
agb-217	177	9	)	)	PUNCT
agb-217	177	10	,	,	PUNCT
agb-217	177	11	precipitation	precipitation	NOUN
agb-217	177	12	(	(	PUNCT
agb-217	177	13	rain	rain	NOUN
agb-217	177	14	)	)	PUNCT
agb-217	177	15	,	,	PUNCT
agb-217	177	16	and	and	CCONJ
agb-217	177	17	the	the	DET
agb-217	177	18	dominant	dominant	ADJ
agb-217	177	19	wind	wind	NOUN
agb-217	177	20	direction	direction	NOUN
agb-217	177	21	(	(	PUNCT
agb-217	177	22	pdir	pdir	NOUN
agb-217	177	23	)	)	PUNCT
agb-217	177	24	.	.	PUNCT
agb-217	178	1	all	all	DET
agb-217	178	2	weather	weather	NOUN
agb-217	178	3	variables	variable	NOUN
agb-217	178	4	are	be	AUX
agb-217	178	5	from	from	ADP
agb-217	178	6	oklahoma	oklahoma	PROPN
agb-217	178	7	’s	’s	PART
agb-217	178	8	mesonet	mesonet	PROPN
agb-217	178	9	(	(	PUNCT
agb-217	178	10	mesonet	mesonet	PROPN
agb-217	178	11	,	,	PUNCT
agb-217	178	12	2020	2020	NUM
agb-217	178	13	)	)	PUNCT
agb-217	178	14	.	.	PUNCT
agb-217	179	1	there	there	PRON
agb-217	179	2	are	be	VERB
agb-217	179	3	119	119	NUM
agb-217	179	4	mesonet	mesonet	NOUN
agb-217	179	5	stations	station	NOUN
agb-217	179	6	in	in	ADP
agb-217	179	7	oklahoma	oklahoma	PROPN
agb-217	179	8	.	.	PUNCT
agb-217	180	1	each	each	DET
agb-217	180	2	station	station	NOUN
agb-217	180	3	records	record	VERB
agb-217	180	4	daily	daily	ADJ
agb-217	180	5	observations	observation	NOUN
agb-217	180	6	on	on	ADP
agb-217	180	7	precipitation	precipitation	NOUN
agb-217	180	8	,	,	PUNCT
agb-217	180	9	wind	wind	NOUN
agb-217	180	10	speed	speed	NOUN
agb-217	180	11	,	,	PUNCT
agb-217	180	12	and	and	CCONJ
agb-217	180	13	temperature	temperature	NOUN
agb-217	180	14	.	.	PUNCT
agb-217	181	1	tavg	tavg	PROPN
agb-217	181	2	is	be	AUX
agb-217	181	3	the	the	DET
agb-217	181	4	average	average	NOUN
agb-217	181	5	of	of	ADP
agb-217	181	6	all	all	DET
agb-217	181	7	temperature	temperature	NOUN
agb-217	181	8	observations	observation	NOUN
agb-217	181	9	at	at	ADP
agb-217	181	10	5	5	NUM
agb-217	181	11	-	-	PUNCT
agb-217	181	12	minute	minute	NOUN
agb-217	181	13	interval	interval	NOUN
agb-217	181	14	each	each	DET
agb-217	181	15	day	day	NOUN
agb-217	181	16	(	(	PUNCT
agb-217	181	17	degrees	degree	NOUN
agb-217	181	18	celsius	celsius	NOUN
agb-217	181	19	)	)	PUNCT
agb-217	181	20	.	.	PUNCT
agb-217	182	1	rain	rain	NOUN
agb-217	182	2	is	be	AUX
agb-217	182	3	precipitation	precipitation	NOUN
agb-217	182	4	measured	measure	VERB
agb-217	182	5	each	each	DET
agb-217	182	6	day	day	NOUN
agb-217	182	7	(	(	PUNCT
agb-217	182	8	mm	mm	NOUN
agb-217	182	9	)	)	PUNCT
agb-217	182	10	.	.	PUNCT
agb-217	183	1	pdir	pdir	PROPN
agb-217	183	2	is	be	AUX
agb-217	183	3	the	the	DET
agb-217	183	4	most	most	ADV
agb-217	183	5	common	common	ADJ
agb-217	183	6	wind	wind	NOUN
agb-217	183	7	direction	direction	NOUN
agb-217	183	8	recorded	record	VERB
agb-217	183	9	for	for	ADP
agb-217	183	10	a	a	DET
agb-217	183	11	day	day	NOUN
agb-217	183	12	,	,	PUNCT
agb-217	183	13	and	and	CCONJ
agb-217	183	14	is	be	AUX
agb-217	183	15	based	base	VERB
agb-217	183	16	on	on	ADP
agb-217	183	17	16	16	NUM
agb-217	183	18	-	-	PUNCT
agb-217	183	19	point	point	NOUN
agb-217	183	20	compass	compass	NOUN
agb-217	183	21	heading	head	VERB
agb-217	183	22	with	with	ADP
agb-217	183	23	a	a	DET
agb-217	183	24	16	16	NUM
agb-217	183	25	-	-	PUNCT
agb-217	183	26	point	point	NOUN
agb-217	183	27	cardinal	cardinal	ADJ
agb-217	183	28	direction	direction	NOUN
agb-217	183	29	(	(	PUNCT
agb-217	183	30	mesonet	mesonet	NOUN
agb-217	183	31	,	,	PUNCT
agb-217	183	32	2020	2020	NUM
agb-217	183	33	)	)	PUNCT
agb-217	183	34	.	.	PUNCT
agb-217	184	1	weather	weather	NOUN
agb-217	184	2	variables	variable	NOUN
agb-217	184	3	were	be	AUX
agb-217	184	4	imputed	impute	VERB
agb-217	184	5	for	for	ADP
agb-217	184	6	each	each	DET
agb-217	184	7	sorghum	sorghum	NOUN
agb-217	184	8	field	field	NOUN
agb-217	184	9	by	by	ADP
agb-217	184	10	generating	generate	VERB
agb-217	184	11	kriged	krige	VERB
agb-217	184	12	surfaces	surface	NOUN
agb-217	184	13	from	from	ADP
agb-217	184	14	data	datum	NOUN
agb-217	184	15	collected	collect	VERB
agb-217	184	16	at	at	ADP
agb-217	184	17	each	each	DET
agb-217	184	18	mesonet	mesonet	NOUN
agb-217	184	19	station	station	NOUN
agb-217	184	20	.	.	PUNCT
agb-217	185	1	kriging	krige	VERB
agb-217	185	2	is	be	AUX
agb-217	185	3	a	a	DET
agb-217	185	4	geostatistical	geostatistical	ADJ
agb-217	185	5	interpolation	interpolation	NOUN
agb-217	185	6	technique	technique	NOUN
agb-217	185	7	that	that	PRON
agb-217	185	8	generates	generate	VERB
agb-217	185	9	predictions	prediction	NOUN
agb-217	185	10	for	for	ADP
agb-217	185	11	unobserved	unobserved	ADJ
agb-217	185	12	locations	location	NOUN
agb-217	185	13	using	use	VERB
agb-217	185	14	distance	distance	NOUN
agb-217	185	15	information	information	NOUN
agb-217	185	16	between	between	ADP
agb-217	185	17	known	know	VERB
agb-217	185	18	data	datum	NOUN
agb-217	185	19	locations	location	NOUN
agb-217	185	20	(	(	PUNCT
agb-217	185	21	cressie	cressie	PROPN
agb-217	185	22	,	,	PUNCT
agb-217	185	23	2015	2015	NUM
agb-217	185	24	;	;	PUNCT
agb-217	185	25	paramasivam	paramasivam	PROPN
agb-217	185	26	&	&	CCONJ
agb-217	185	27	venkatramanan	venkatramanan	PROPN
agb-217	185	28	,	,	PUNCT
agb-217	185	29	2019	2019	NUM
agb-217	185	30	)	)	PUNCT
agb-217	185	31	.	.	PUNCT
agb-217	186	1	kriging	krige	VERB
agb-217	186	2	was	be	AUX
agb-217	186	3	necessary	necessary	ADJ
agb-217	186	4	because	because	SCONJ
agb-217	186	5	the	the	DET
agb-217	186	6	weather	weather	NOUN
agb-217	186	7	variables	variable	NOUN
agb-217	186	8	were	be	AUX
agb-217	186	9	not	not	PART
agb-217	186	10	measured	measure	VERB
agb-217	186	11	at	at	ADP
agb-217	186	12	the	the	DET
agb-217	186	13	study	study	NOUN
agb-217	186	14	fields	field	NOUN
agb-217	186	15	.	.	PUNCT
agb-217	187	1	weather	weather	NOUN
agb-217	187	2	data	datum	NOUN
agb-217	187	3	were	be	AUX
agb-217	187	4	kriged	krige	VERB
agb-217	187	5	for	for	ADP
agb-217	187	6	each	each	PRON
agb-217	187	7	of	of	ADP
agb-217	187	8	139	139	NUM
agb-217	187	9	days	day	NOUN
agb-217	187	10	using	use	VERB
agb-217	187	11	a	a	DET
agb-217	187	12	spherical	spherical	ADJ
agb-217	187	13	semivariogram	semivariogram	NOUN
agb-217	187	14	function	function	NOUN
agb-217	187	15	:	:	PUNCT
agb-217	187	16	𝛾(ℎ	𝛾(ℎ	NOUN
agb-217	187	17	)	)	PUNCT
agb-217	188	1	=	=	SYM
agb-217	188	2	𝐶0	𝐶0	X
agb-217	188	3	+	+	CCONJ
agb-217	188	4	𝐶	𝐶	PROPN
agb-217	188	5	∙	∙	PROPN
agb-217	188	6	(	(	PUNCT
agb-217	188	7	1.5	1.5	NUM
agb-217	188	8	ℎ	ℎ	SYM
agb-217	189	1	𝑎	𝑎	DET
agb-217	189	2	−	−	NUM
agb-217	189	3	0.5	0.5	NUM
agb-217	189	4	(	(	PUNCT
agb-217	189	5	ℎ	ℎ	PROPN
agb-217	189	6	𝑎	𝑎	X
agb-217	189	7	)	)	PUNCT
agb-217	189	8	3	3	NUM
agb-217	189	9	)	)	PUNCT
agb-217	189	10	𝑖𝑓	𝑖𝑓	VERB
agb-217	189	11	ℎ	ℎ	X
agb-217	189	12	<	<	X
agb-217	189	13	𝑎	𝑎	NOUN
agb-217	189	14	,	,	PUNCT
agb-217	189	15	otherwise	otherwise	ADV
agb-217	189	16	𝛾	𝛾	VERB
agb-217	189	17	=	=	PUNCT
agb-217	189	18	𝐶0	𝐶0	X
agb-217	189	19	+	+	X
agb-217	189	20	𝐶	𝐶	PROPN
agb-217	189	21	,	,	PUNCT
agb-217	189	22	where	where	SCONJ
agb-217	189	23	𝛾	𝛾	NOUN
agb-217	189	24	is	be	AUX
agb-217	189	25	the	the	DET
agb-217	189	26	semivariogram	semivariogram	NOUN
agb-217	189	27	value	value	NOUN
agb-217	189	28	,	,	PUNCT
agb-217	189	29	𝑎	𝑎	X
agb-217	189	30	is	be	AUX
agb-217	189	31	the	the	DET
agb-217	189	32	effective	effective	ADJ
agb-217	189	33	range	range	NOUN
agb-217	189	34	(	(	PUNCT
agb-217	189	35	distance	distance	NOUN
agb-217	189	36	)	)	PUNCT
agb-217	189	37	,	,	PUNCT
agb-217	189	38	the	the	DET
agb-217	189	39	distance	distance	NOUN
agb-217	189	40	at	at	ADP
agb-217	189	41	which	which	PRON
agb-217	189	42	the	the	DET
agb-217	189	43	function	function	NOUN
agb-217	189	44	reaches	reach	VERB
agb-217	189	45	its	its	PRON
agb-217	189	46	maximum	maximum	ADJ
agb-217	189	47	value	value	NOUN
agb-217	189	48	,	,	PUNCT
agb-217	189	49	𝐶	𝐶	PROPN
agb-217	189	50	is	be	AUX
agb-217	189	51	the	the	DET
agb-217	189	52	variogram	variogram	NOUN
agb-217	189	53	sill	sill	NOUN
agb-217	189	54	,	,	PUNCT
agb-217	189	55	𝐶0	𝐶0	PROPN
agb-217	189	56	is	be	AUX
agb-217	189	57	the	the	DET
agb-217	189	58	variogram	variogram	NOUN
agb-217	189	59	nugget	nugget	NOUN
agb-217	189	60	(	(	PUNCT
agb-217	189	61	variance	variance	NOUN
agb-217	189	62	remaining	remain	VERB
agb-217	189	63	after	after	ADP
agb-217	189	64	accounting	account	VERB
agb-217	189	65	for	for	ADP
agb-217	189	66	spatial	spatial	ADJ
agb-217	189	67	covariance	covariance	NOUN
agb-217	189	68	)	)	PUNCT
agb-217	189	69	,	,	PUNCT
agb-217	189	70	ℎ	ℎ	PROPN
agb-217	189	71	is	be	AUX
agb-217	189	72	the	the	DET
agb-217	189	73	lag	lag	NOUN
agb-217	189	74	of	of	ADP
agb-217	189	75	separating	separate	VERB
agb-217	189	76	distances	distance	NOUN
agb-217	189	77	between	between	ADP
agb-217	189	78	fields	field	NOUN
agb-217	189	79	(	(	PUNCT
agb-217	189	80	brooker	brooker	NOUN
agb-217	189	81	,	,	PUNCT
agb-217	189	82	1986	1986	NUM
agb-217	189	83	;	;	PUNCT
agb-217	189	84	burgess	burgess	PROPN
agb-217	189	85	&	&	CCONJ
agb-217	189	86	webster	webster	PROPN
agb-217	189	87	,	,	PUNCT
agb-217	189	88	1980	1980	NUM
agb-217	189	89	)	)	PUNCT
agb-217	189	90	.	.	PUNCT
agb-217	190	1	anisotropy	anisotropy	NOUN
agb-217	190	2	was	be	AUX
agb-217	190	3	not	not	PART
agb-217	190	4	detected	detect	VERB
agb-217	190	5	for	for	ADP
agb-217	190	6	any	any	DET
agb-217	190	7	weather	weather	NOUN
agb-217	190	8	variables	variable	NOUN
agb-217	190	9	.	.	PUNCT
agb-217	191	1	for	for	SCONJ
agb-217	191	2	each	each	DET
agb-217	191	3	weather	weather	NOUN
agb-217	191	4	covariate	covariate	VERB
agb-217	191	5	,	,	PUNCT
agb-217	191	6	parameters	parameter	NOUN
agb-217	191	7	were	be	AUX
agb-217	191	8	derived	derive	VERB
agb-217	191	9	and	and	CCONJ
agb-217	191	10	used	use	VERB
agb-217	191	11	for	for	ADP
agb-217	191	12	each	each	DET
agb-217	191	13	139	139	NUM
agb-217	191	14	days	day	NOUN
agb-217	191	15	.	.	PUNCT
agb-217	192	1	for	for	ADP
agb-217	192	2	temperature	temperature	NOUN
agb-217	192	3	,	,	PUNCT
agb-217	192	4	the	the	DET
agb-217	192	5	mean	mean	NOUN
agb-217	192	6	of	of	ADP
agb-217	192	7	the	the	DET
agb-217	192	8	range	range	NOUN
agb-217	192	9	,	,	PUNCT
agb-217	192	10	sill	sill	ADJ
agb-217	192	11	,	,	PUNCT
agb-217	192	12	and	and	CCONJ
agb-217	192	13	nugget	nugget	VERB
agb-217	192	14	for	for	ADP
agb-217	192	15	139	139	NUM
agb-217	192	16	days	day	NOUN
agb-217	192	17	was	be	AUX
agb-217	192	18	2676.7	2676.7	NUM
agb-217	192	19	,	,	PUNCT
agb-217	192	20	9.1	9.1	NUM
agb-217	192	21	,	,	PUNCT
agb-217	192	22	and	and	CCONJ
agb-217	192	23	0.1	0.1	NUM
agb-217	192	24	.	.	PUNCT
agb-217	193	1	the	the	DET
agb-217	193	2	mean	mean	NOUN
agb-217	193	3	of	of	ADP
agb-217	193	4	the	the	DET
agb-217	193	5	range	range	NOUN
agb-217	193	6	,	,	PUNCT
agb-217	193	7	sill	sill	ADJ
agb-217	193	8	,	,	PUNCT
agb-217	193	9	and	and	CCONJ
agb-217	193	10	nugget	nugget	VERB
agb-217	193	11	for	for	ADP
agb-217	193	12	precipitation	precipitation	NOUN
agb-217	193	13	was	be	AUX
agb-217	193	14	510.86	510.86	NUM
agb-217	193	15	,	,	PUNCT
agb-217	193	16	0.2	0.2	NUM
agb-217	193	17	,	,	PUNCT
agb-217	193	18	and	and	CCONJ
agb-217	193	19	0.04	0.04	NUM
agb-217	193	20	.	.	PUNCT
agb-217	194	1	the	the	DET
agb-217	194	2	averages	average	NOUN
agb-217	194	3	for	for	ADP
agb-217	194	4	the	the	DET
agb-217	194	5	range	range	NOUN
agb-217	194	6	,	,	PUNCT
agb-217	194	7	sill	sill	ADJ
agb-217	194	8	,	,	PUNCT
agb-217	194	9	and	and	CCONJ
agb-217	194	10	nugget	nugget	VERB
agb-217	194	11	over	over	ADP
agb-217	194	12	139	139	NUM
agb-217	194	13	days	day	NOUN
agb-217	194	14	for	for	ADP
agb-217	194	15	wind	wind	NOUN
agb-217	194	16	direction	direction	NOUN
agb-217	194	17	are	be	AUX
agb-217	194	18	1011.1	1011.1	NUM
agb-217	194	19	,	,	PUNCT
agb-217	194	20	4.7	4.7	NUM
agb-217	194	21	,	,	PUNCT
agb-217	194	22	and	and	CCONJ
agb-217	194	23	2.3	2.3	NUM
agb-217	194	24	,	,	PUNCT
agb-217	194	25	respectively	respectively	ADV
agb-217	194	26	.	.	PUNCT
agb-217	195	1	the	the	DET
agb-217	195	2	(	(	PUNCT
agb-217	195	3	x	x	NOUN
agb-217	195	4	,	,	PUNCT
agb-217	195	5	y)-coordinates	y)-coordinate	NOUN
agb-217	195	6	of	of	ADP
agb-217	195	7	the	the	DET
agb-217	195	8	kriged	krige	VERB
agb-217	195	9	surfaces	surface	NOUN
agb-217	195	10	were	be	AUX
agb-217	195	11	matched	match	VERB
agb-217	195	12	with	with	ADP
agb-217	195	13	the	the	DET
agb-217	195	14	(	(	PUNCT
agb-217	195	15	x	x	NOUN
agb-217	195	16	,	,	PUNCT
agb-217	195	17	y)-coordinates	y)-coordinate	NOUN
agb-217	195	18	of	of	ADP
agb-217	195	19	each	each	PRON
agb-217	195	20	of	of	ADP
agb-217	195	21	the	the	DET
agb-217	195	22	47	47	NUM
agb-217	195	23	study	study	NOUN
agb-217	195	24	fields	field	NOUN
agb-217	195	25	for	for	ADP
agb-217	195	26	the	the	DET
agb-217	195	27	period	period	NOUN
agb-217	195	28	of	of	ADP
agb-217	195	29	31	31	NUM
agb-217	195	30	may	may	AUX
agb-217	195	31	to	to	ADP
agb-217	195	32	16	16	NUM
agb-217	195	33	october	october	PROPN
agb-217	195	34	.	.	PUNCT
agb-217	196	1	the	the	DET
agb-217	196	2	median	median	ADJ
agb-217	196	3	values	value	NOUN
agb-217	196	4	of	of	ADP
agb-217	196	5	a	a	DET
agb-217	196	6	field	field	NOUN
agb-217	196	7	’s	’s	PART
agb-217	196	8	kriged	krige	VERB
agb-217	196	9	weather	weather	NOUN
agb-217	196	10	variables	variable	NOUN
agb-217	196	11	over	over	ADP
agb-217	196	12	139	139	NUM
agb-217	196	13	days	day	NOUN
agb-217	196	14	were	be	AUX
agb-217	196	15	used	use	VERB
agb-217	196	16	as	as	ADP
agb-217	196	17	field	field	NOUN
agb-217	196	18	-	-	PUNCT
agb-217	196	19	level	level	NOUN
agb-217	196	20	observations	observation	NOUN
agb-217	196	21	to	to	PART
agb-217	196	22	minimize	minimize	VERB
agb-217	196	23	the	the	DET
agb-217	196	24	effect	effect	NOUN
agb-217	196	25	of	of	ADP
agb-217	196	26	outliers	outlier	NOUN
agb-217	196	27	and	and	CCONJ
agb-217	196	28	to	to	PART
agb-217	196	29	arrive	arrive	VERB
agb-217	196	30	at	at	ADP
agb-217	196	31	a	a	DET
agb-217	196	32	single	single	ADJ
agb-217	196	33	,	,	PUNCT
agb-217	196	34	representative	representative	ADJ
agb-217	196	35	record	record	NOUN
agb-217	196	36	for	for	ADP
agb-217	196	37	a	a	DET
agb-217	196	38	field	field	NOUN
agb-217	196	39	as	as	SCONJ
agb-217	196	40	required	require	VERB
agb-217	196	41	by	by	ADP
agb-217	196	42	the	the	DET
agb-217	196	43	phm	phm	PROPN
agb-217	196	44	data	data	PROPN
agb-217	196	45	structure	structure	NOUN
agb-217	196	46	.	.	PUNCT
agb-217	197	1	for	for	ADP
agb-217	197	2	example	example	NOUN
agb-217	197	3	,	,	PUNCT
agb-217	197	4	210	210	NUM
agb-217	197	5	of	of	ADP
agb-217	197	6	the	the	DET
agb-217	197	7	556	556	NUM
agb-217	197	8	kriged	krige	VERB
agb-217	197	9	precipitation	precipitation	NOUN
agb-217	197	10	values	value	NOUN
agb-217	197	11	(	(	PUNCT
agb-217	197	12	139	139	NUM
agb-217	197	13	days	day	NOUN
agb-217	197	14	)	)	PUNCT
agb-217	197	15	were	be	AUX
agb-217	197	16	‘	'	PUNCT
agb-217	197	17	0	0	NUM
agb-217	197	18	’	'	PUNCT
agb-217	197	19	for	for	ADP
agb-217	197	20	field	field	NOUN
agb-217	197	21	i	i	PROPN
agb-217	197	22	d	d	PROPN
agb-217	197	23	23	23	NUM
agb-217	197	24	,	,	PUNCT
agb-217	197	25	resulting	result	VERB
agb-217	197	26	in	in	ADP
agb-217	197	27	a	a	DET
agb-217	197	28	highly	highly	ADV
agb-217	197	29	skewed	skewed	ADJ
agb-217	197	30	distribution	distribution	NOUN
agb-217	197	31	(	(	PUNCT
agb-217	197	32	skewness	skewness	NOUN
agb-217	197	33	:	:	PUNCT
agb-217	197	34	2.97	2.97	NUM
agb-217	197	35	)	)	PUNCT
agb-217	197	36	.	.	PUNCT
agb-217	198	1	if	if	SCONJ
agb-217	198	2	there	there	PRON
agb-217	198	3	was	be	VERB
agb-217	198	4	an	an	DET
agb-217	198	5	infestation	infestation	NOUN
agb-217	198	6	reported	report	VERB
agb-217	198	7	on	on	ADP
agb-217	198	8	a	a	DET
agb-217	198	9	study	study	NOUN
agb-217	198	10	field	field	NOUN
agb-217	198	11	,	,	PUNCT
agb-217	198	12	then	then	ADV
agb-217	198	13	the	the	DET
agb-217	198	14	median	median	NOUN
agb-217	198	15	of	of	ADP
agb-217	198	16	the	the	DET
agb-217	198	17	field	field	NOUN
agb-217	198	18	’s	’s	PART
agb-217	198	19	weather	weather	NOUN
agb-217	198	20	variables	variable	NOUN
agb-217	198	21	for	for	ADP
agb-217	198	22	the	the	DET
agb-217	198	23	period	period	NOUN
agb-217	198	24	from	from	ADP
agb-217	198	25	the	the	DET
agb-217	198	26	first	first	ADJ
agb-217	198	27	day	day	NOUN
agb-217	198	28	of	of	ADP
agb-217	198	29	observations	observation	NOUN
agb-217	198	30	to	to	ADP
agb-217	198	31	the	the	DET
agb-217	198	32	infestation	infestation	NOUN
agb-217	198	33	date	date	NOUN
agb-217	198	34	was	be	AUX
agb-217	198	35	used	use	VERB
agb-217	198	36	as	as	ADP
agb-217	198	37	data	datum	NOUN
agb-217	198	38	.	.	PUNCT
agb-217	199	1	if	if	SCONJ
agb-217	199	2	the	the	DET
agb-217	199	3	field	field	NOUN
agb-217	199	4	was	be	AUX
agb-217	199	5	not	not	PART
agb-217	199	6	infested	infest	VERB
agb-217	199	7	31	31	NUM
agb-217	199	8	may	may	AUX
agb-217	199	9	to	to	ADP
agb-217	199	10	16	16	NUM
agb-217	199	11	october	october	PROPN
agb-217	199	12	,	,	PUNCT
agb-217	199	13	the	the	DET
agb-217	199	14	then	then	ADV
agb-217	199	15	median	median	NOUN
agb-217	199	16	of	of	ADP
agb-217	199	17	the	the	DET
agb-217	199	18	weather	weather	NOUN
agb-217	199	19	variable	variable	NOUN
agb-217	199	20	from	from	ADP
agb-217	199	21	the	the	DET
agb-217	199	22	first	first	ADJ
agb-217	199	23	observation	observation	NOUN
agb-217	199	24	date	date	NOUN
agb-217	199	25	to	to	ADP
agb-217	199	26	the	the	DET
agb-217	199	27	last	last	ADJ
agb-217	199	28	observation	observation	NOUN
agb-217	199	29	date	date	NOUN
agb-217	199	30	of	of	ADP
agb-217	199	31	the	the	DET
agb-217	199	32	field	field	NOUN
agb-217	199	33	was	be	AUX
agb-217	199	34	used	use	VERB
agb-217	199	35	.	.	PUNCT
agb-217	200	1	the	the	DET
agb-217	200	2	resulting	result	VERB
agb-217	200	3	procedure	procedure	NOUN
agb-217	200	4	generated	generate	VERB
agb-217	200	5	a	a	DET
agb-217	200	6	single	single	ADJ
agb-217	200	7	vector	vector	NOUN
agb-217	200	8	of	of	ADP
agb-217	200	9	median	median	PROPN
agb-217	200	10	kriged	krige	VERB
agb-217	200	11	values	value	NOUN
agb-217	200	12	for	for	ADP
agb-217	200	13	each	each	DET
agb-217	200	14	weather	weather	NOUN
agb-217	200	15	variable	variable	NOUN
agb-217	200	16	and	and	CCONJ
agb-217	200	17	each	each	PRON
agb-217	200	18	of	of	ADP
agb-217	200	19	the	the	DET
agb-217	200	20	47	47	NUM
agb-217	200	21	fields	field	NOUN
agb-217	200	22	.	.	PUNCT
agb-217	201	1	wind	wind	NOUN
agb-217	201	2	direction	direction	NOUN
agb-217	201	3	is	be	AUX
agb-217	201	4	a	a	DET
agb-217	201	5	qualitative	qualitative	ADJ
agb-217	201	6	variable	variable	NOUN
agb-217	201	7	that	that	PRON
agb-217	201	8	ranges	range	VERB
agb-217	201	9	from	from	ADP
agb-217	201	10	1	1	NUM
agb-217	201	11	to	to	ADP
agb-217	201	12	16	16	NUM
agb-217	201	13	.	.	PUNCT
agb-217	202	1	the	the	DET
agb-217	202	2	16	16	NUM
agb-217	202	3	-	-	PUNCT
agb-217	202	4	point	point	NOUN
agb-217	202	5	directions	direction	NOUN
agb-217	202	6	were	be	AUX
agb-217	202	7	converted	convert	VERB
agb-217	202	8	to	to	ADP
agb-217	202	9	an	an	DET
agb-217	202	10	angle	angle	NOUN
agb-217	202	11	,	,	PUNCT
agb-217	202	12	with	with	ADP
agb-217	202	13	east	east	NOUN
agb-217	202	14	set	set	VERB
agb-217	202	15	to	to	ADP
agb-217	202	16	0	0	NUM
agb-217	202	17	degrees	degree	NOUN
agb-217	202	18	.	.	PUNCT
agb-217	203	1	figure	figure	NOUN
agb-217	203	2	2	2	NUM
agb-217	203	3	shows	show	VERB
agb-217	203	4	the	the	DET
agb-217	203	5	kriged	krige	VERB
agb-217	203	6	medians	median	NOUN
agb-217	203	7	for	for	ADP
agb-217	203	8	each	each	DET
agb-217	203	9	weather	weather	NOUN
agb-217	203	10	variable	variable	NOUN
agb-217	203	11	.	.	PUNCT
agb-217	204	1	the	the	DET
agb-217	204	2	average	average	NOUN
agb-217	204	3	of	of	ADP
agb-217	204	4	the	the	DET
agb-217	204	5	kriged	kriged	ADJ
agb-217	204	6	median	median	ADJ
agb-217	204	7	value	value	NOUN
agb-217	204	8	for	for	ADP
agb-217	204	9	temperature	temperature	NOUN
agb-217	204	10	is	be	AUX
agb-217	204	11	24.96	24.96	NUM
agb-217	204	12	°	°	SYM
agb-217	204	13	c	c	NOUN
agb-217	204	14	.	.	PUNCT
agb-217	205	1	the	the	DET
agb-217	205	2	average	average	ADJ
agb-217	205	3	precipitation	precipitation	NOUN
agb-217	205	4	of	of	ADP
agb-217	205	5	oklahoma	oklahoma	PROPN
agb-217	205	6	for	for	ADP
agb-217	205	7	the	the	DET
agb-217	205	8	kriged	krige	VERB
agb-217	205	9	median	median	ADJ
agb-217	205	10	value	value	NOUN
agb-217	205	11	is	be	AUX
agb-217	205	12	0.02	0.02	NUM
agb-217	205	13	mm	mm	NOUN
agb-217	205	14	.	.	PUNCT
agb-217	206	1	the	the	DET
agb-217	206	2	average	average	NOUN
agb-217	206	3	of	of	ADP
agb-217	206	4	the	the	DET
agb-217	206	5	kriged	kriged	ADJ
agb-217	206	6	wind	wind	NOUN
agb-217	206	7	direction	direction	NOUN
agb-217	206	8	medians	median	NOUN
agb-217	206	9	is	be	AUX
agb-217	206	10	120.47	120.47	NUM
agb-217	206	11	degrees	degree	NOUN
agb-217	206	12	(	(	PUNCT
agb-217	206	13	6.65	6.65	NUM
agb-217	206	14	for	for	ADP
agb-217	206	15	16	16	NUM
agb-217	206	16	-	-	PUNCT
agb-217	206	17	point	point	NOUN
agb-217	206	18	cardinal	cardinal	ADJ
agb-217	206	19	direction	direction	NOUN
agb-217	206	20	;	;	PUNCT
agb-217	206	21	orients	orient	VERB
agb-217	206	22	toward	toward	ADP
agb-217	206	23	the	the	DET
agb-217	206	24	northwest	northwest	NOUN
agb-217	206	25	)	)	PUNCT
agb-217	206	26	,	,	PUNCT
agb-217	206	27	a	a	DET
agb-217	206	28	change	change	NOUN
agb-217	206	29	from	from	ADP
agb-217	206	30	yellow	yellow	ADJ
agb-217	206	31	to	to	AUX
agb-217	206	32	red	red	VERB
agb-217	206	33	in	in	ADP
agb-217	206	34	figure	figure	NOUN
agb-217	206	35	2	2	NUM
agb-217	206	36	indicates	indicate	VERB
agb-217	206	37	an	an	DET
agb-217	206	38	increase	increase	NOUN
agb-217	206	39	in	in	ADP
agb-217	206	40	a	a	DET
agb-217	206	41	variable	variable	NOUN
agb-217	206	42	’s	’s	PART
agb-217	206	43	value	value	NOUN
agb-217	206	44	.	.	PUNCT
agb-217	207	1	in	in	ADP
agb-217	207	2	terms	term	NOUN
agb-217	207	3	of	of	ADP
agb-217	207	4	temperature	temperature	NOUN
agb-217	207	5	,	,	PUNCT
agb-217	207	6	the	the	DET
agb-217	207	7	southern	southern	ADJ
agb-217	207	8	part	part	NOUN
agb-217	207	9	of	of	ADP
agb-217	207	10	oklahoma	oklahoma	PROPN
agb-217	207	11	is	be	AUX
agb-217	207	12	relatively	relatively	ADV
agb-217	207	13	warm	warm	ADJ
agb-217	207	14	compared	compare	VERB
agb-217	207	15	to	to	ADP
agb-217	207	16	other	other	ADJ
agb-217	207	17	regions	region	NOUN
agb-217	207	18	.	.	PUNCT
agb-217	208	1	for	for	ADP
agb-217	208	2	precipitation	precipitation	NOUN
agb-217	208	3	,	,	PUNCT
agb-217	208	4	eastern	eastern	PROPN
agb-217	208	5	oklahoma	oklahoma	PROPN
agb-217	208	6	is	be	AUX
agb-217	208	7	comparatively	comparatively	ADV
agb-217	208	8	wetter	wet	ADJ
agb-217	208	9	.	.	PUNCT
agb-217	209	1	for	for	ADP
agb-217	209	2	the	the	DET
agb-217	209	3	16	16	NUM
agb-217	209	4	-	-	PUNCT
agb-217	209	5	point	point	NOUN
agb-217	209	6	cardinal	cardinal	ADJ
agb-217	209	7	heading	heading	NOUN
agb-217	209	8	system	system	NOUN
agb-217	209	9	of	of	ADP
agb-217	209	10	wind	wind	NOUN
agb-217	209	11	direction	direction	NOUN
agb-217	209	12	,	,	PUNCT
agb-217	209	13	‘	'	PUNCT
agb-217	209	14	0	0	NUM
agb-217	209	15	’	'	PUNCT
agb-217	209	16	is	be	AUX
agb-217	209	17	north	north	NOUN
agb-217	209	18	(=	(=	NOUN
agb-217	209	19	90	90	NUM
agb-217	209	20	degrees	degree	NOUN
agb-217	209	21	)	)	PUNCT
agb-217	209	22	,	,	PUNCT
agb-217	209	23	‘	'	PUNCT
agb-217	209	24	4	4	NUM
agb-217	209	25	’	'	PUNCT
agb-217	209	26	is	be	AUX
agb-217	209	27	east	east	ADJ
agb-217	209	28	(=	(=	NOUN
agb-217	209	29	0	0	NUM
agb-217	209	30	degrees	degree	NOUN
agb-217	209	31	)	)	PUNCT
agb-217	209	32	,	,	PUNCT
agb-217	209	33	‘	'	PUNCT
agb-217	209	34	8	8	NUM
agb-217	209	35	’	'	PUNCT
agb-217	209	36	is	be	AUX
agb-217	209	37	south	south	ADJ
agb-217	209	38	(=	(=	NOUN
agb-217	209	39	270	270	NUM
agb-217	209	40	degrees	degree	NOUN
agb-217	209	41	)	)	PUNCT
agb-217	209	42	,	,	PUNCT
agb-217	209	43	and	and	CCONJ
agb-217	209	44	‘	'	PUNCT
agb-217	209	45	12	12	NUM
agb-217	209	46	’	'	PUNCT
agb-217	209	47	is	be	AUX
agb-217	209	48	west	west	ADJ
agb-217	209	49	(=	(=	NOUN
agb-217	209	50	180	180	NUM
agb-217	209	51	degrees	degree	NOUN
agb-217	209	52	)	)	PUNCT
agb-217	209	53	.	.	PUNCT
agb-217	210	1	as	as	ADP
agb-217	210	2	the	the	DET
agb-217	210	3	angle	angle	NOUN
agb-217	210	4	increases	increase	NOUN
agb-217	210	5	,	,	PUNCT
agb-217	210	6	the	the	DET
agb-217	210	7	wind	wind	NOUN
agb-217	210	8	direction	direction	NOUN
agb-217	210	9	orients	orient	VERB
agb-217	210	10	towards	towards	ADP
agb-217	210	11	the	the	DET
agb-217	210	12	west	west	NOUN
agb-217	210	13	.	.	PUNCT
agb-217	211	1	the	the	DET
agb-217	211	2	minimum	minimum	ADJ
agb-217	211	3	and	and	CCONJ
agb-217	211	4	maximum	maximum	ADJ
agb-217	211	5	wind	wind	NOUN
agb-217	211	6	direction	direction	NOUN
agb-217	211	7	values	value	NOUN
agb-217	211	8	of	of	ADP
agb-217	211	9	109.5	109.5	NUM
agb-217	211	10	and	and	CCONJ
agb-217	211	11	131.4	131.4	NUM
agb-217	211	12	degrees	degree	NOUN
agb-217	211	13	indicate	indicate	VERB
agb-217	211	14	that	that	SCONJ
agb-217	211	15	the	the	DET
agb-217	211	16	wind	wind	NOUN
agb-217	211	17	direction	direction	NOUN
agb-217	211	18	tended	tend	VERB
agb-217	211	19	to	to	PART
agb-217	211	20	orient	orient	VERB
agb-217	211	21	toward	toward	ADP
agb-217	211	22	the	the	DET
agb-217	211	23	northwest	northwest	NOUN
agb-217	211	24	during	during	ADP
agb-217	211	25	the	the	DET
agb-217	211	26	study	study	NOUN
agb-217	211	27	period	period	NOUN
agb-217	211	28	.	.	PUNCT
agb-217	212	1	figure	figure	NOUN
agb-217	212	2	2	2	NUM
agb-217	212	3	.	.	PUNCT
agb-217	213	1	median	median	PROPN
agb-217	213	2	kriged	krige	VERB
agb-217	213	3	values	value	NOUN
agb-217	213	4	for	for	ADP
agb-217	213	5	temperature	temperature	NOUN
agb-217	213	6	,	,	PUNCT
agb-217	213	7	precipitation	precipitation	NOUN
agb-217	213	8	,	,	PUNCT
agb-217	213	9	and	and	CCONJ
agb-217	213	10	wind	wind	NOUN
agb-217	213	11	direction	direction	NOUN
agb-217	213	12	note	note	NOUN
agb-217	213	13	.	.	PUNCT
agb-217	214	1	data	datum	NOUN
agb-217	214	2	from	from	ADP
agb-217	214	3	oklahoma	oklahoma	PROPN
agb-217	214	4	mesonet	mesonet	PROPN
agb-217	214	5	(	(	PUNCT
agb-217	214	6	mesonet	mesonet	PROPN
agb-217	214	7	,	,	PUNCT
agb-217	214	8	2020	2020	NUM
agb-217	214	9	)	)	PUNCT
agb-217	214	10	.	.	PUNCT
agb-217	215	1	agbioforum	agbioforum	PROPN
agb-217	215	2	,	,	PUNCT
agb-217	215	3	25(1	25(1	NUM
agb-217	215	4	)	)	PUNCT
agb-217	215	5	,	,	PUNCT
agb-217	215	6	2023	2023	NUM
agb-217	215	7	|	|	ADV
agb-217	215	8	123	123	NUM
agb-217	215	9	lee	lee	PROPN
agb-217	215	10	,	,	PUNCT
agb-217	215	11	vitale	vitale	PROPN
agb-217	215	12	,	,	PUNCT
agb-217	215	13	lambert	lambert	PROPN
agb-217	215	14	—	—	PUNCT
agb-217	215	15	weather	weather	NOUN
agb-217	215	16	and	and	CCONJ
agb-217	215	17	geographic	geographic	ADJ
agb-217	215	18	effects	effect	NOUN
agb-217	215	19	on	on	ADP
agb-217	215	20	sugarcane	sugarcane	NOUN
agb-217	215	21	aphid	aphid	NOUN
agb-217	215	22	migration	migration	NOUN
agb-217	215	23	3.7	3.7	NUM
agb-217	215	24	sugarcane	sugarcane	NOUN
agb-217	215	25	aphid	aphid	NOUN
agb-217	215	26	characteristics	characteristic	NOUN
agb-217	215	27	characteristics	characteristic	NOUN
agb-217	215	28	of	of	ADP
agb-217	215	29	sca	sca	PROPN
agb-217	215	30	populations	population	NOUN
agb-217	215	31	include	include	VERB
agb-217	215	32	the	the	DET
agb-217	215	33	number	number	NOUN
agb-217	215	34	of	of	ADP
agb-217	215	35	individuals	individual	NOUN
agb-217	215	36	per	per	ADP
agb-217	215	37	plant	plant	NOUN
agb-217	215	38	and	and	CCONJ
agb-217	215	39	the	the	DET
agb-217	215	40	ratio	ratio	NOUN
agb-217	215	41	of	of	ADP
agb-217	215	42	the	the	DET
agb-217	215	43	number	number	NOUN
agb-217	215	44	of	of	ADP
agb-217	215	45	winged	wing	VERB
agb-217	215	46	sca	sca	NOUN
agb-217	215	47	(	(	PUNCT
agb-217	215	48	alatae	alatae	PROPN
agb-217	215	49	)	)	PUNCT
agb-217	215	50	to	to	ADP
agb-217	215	51	un	un	VERB
agb-217	215	52	-	-	ADJ
agb-217	215	53	winged	winged	ADJ
agb-217	215	54	sca	sca	NOUN
agb-217	215	55	(	(	PUNCT
agb-217	215	56	apterae	apterae	PROPN
agb-217	215	57	)	)	PUNCT
agb-217	215	58	observed	observe	VERB
agb-217	215	59	on	on	ADP
agb-217	215	60	a	a	DET
agb-217	215	61	plant	plant	NOUN
agb-217	215	62	.	.	PUNCT
agb-217	216	1	the	the	DET
agb-217	216	2	number	number	NOUN
agb-217	216	3	of	of	ADP
agb-217	216	4	sca	sca	PROPN
agb-217	216	5	individuals	individual	NOUN
agb-217	216	6	and	and	CCONJ
agb-217	216	7	the	the	DET
agb-217	216	8	winged	wing	VERB
agb-217	216	9	/	/	SYM
agb-217	216	10	unwinged	unwinge	VERB
agb-217	216	11	ratio	ratio	NOUN
agb-217	216	12	were	be	AUX
agb-217	216	13	matched	match	VERB
agb-217	216	14	to	to	ADP
agb-217	216	15	the	the	DET
agb-217	216	16	next	next	ADV
agb-217	216	17	-	-	PUNCT
agb-217	216	18	infested	infest	VERB
agb-217	216	19	field	field	NOUN
agb-217	216	20	.	.	PUNCT
agb-217	217	1	that	that	PRON
agb-217	217	2	is	is	ADV
agb-217	217	3	,	,	PUNCT
agb-217	217	4	the	the	DET
agb-217	217	5	winged	wing	VERB
agb-217	217	6	/	/	SYM
agb-217	217	7	un	un	ADJ
agb-217	217	8	-	-	ADJ
agb-217	217	9	winged	winged	ADJ
agb-217	217	10	ratio	ratio	NOUN
agb-217	217	11	is	be	AUX
agb-217	217	12	a	a	DET
agb-217	217	13	temporally	temporally	ADV
agb-217	217	14	and	and	CCONJ
agb-217	217	15	spatially	spatially	ADV
agb-217	217	16	lagged	lag	VERB
agb-217	217	17	variable	variable	NOUN
agb-217	217	18	.	.	PUNCT
agb-217	218	1	this	this	PRON
agb-217	218	2	is	be	AUX
agb-217	218	3	an	an	DET
agb-217	218	4	important	important	ADJ
agb-217	218	5	variable	variable	NOUN
agb-217	218	6	since	since	SCONJ
agb-217	218	7	winged	wing	VERB
agb-217	218	8	individuals	individual	NOUN
agb-217	218	9	can	can	AUX
agb-217	218	10	use	use	VERB
agb-217	218	11	thermal	thermal	ADJ
agb-217	218	12	updrafts	updraft	NOUN
agb-217	218	13	to	to	PART
agb-217	218	14	travel	travel	VERB
agb-217	218	15	to	to	ADP
agb-217	218	16	distant	distant	ADJ
agb-217	218	17	fields	field	NOUN
agb-217	218	18	.	.	PUNCT
agb-217	219	1	table	table	NOUN
agb-217	219	2	2	2	NUM
agb-217	219	3	.	.	X
agb-217	219	4	covariate	covariate	VERB
agb-217	219	5	descriptive	descriptive	ADJ
agb-217	219	6	statistics	statistic	NOUN
agb-217	219	7	mean	mean	VERB
agb-217	219	8	standard	standard	ADJ
agb-217	219	9	deviation	deviation	NOUN
agb-217	219	10	min	min	PROPN
agb-217	219	11	max	max	PROPN
agb-217	219	12	range	range	PROPN
agb-217	219	13	infestation	infestation	NOUN
agb-217	219	14	0.72	0.72	NUM
agb-217	219	15	0.45	0.45	NUM
agb-217	219	16	0	0	NUM
agb-217	219	17	1	1	NUM
agb-217	219	18	1	1	NUM
agb-217	219	19	period	period	NOUN
agb-217	219	20	(	(	PUNCT
agb-217	219	21	days	day	NOUN
agb-217	219	22	)	)	PUNCT
agb-217	219	23	49.38	49.38	NUM
agb-217	219	24	28.01	28.01	NUM
agb-217	219	25	0	0	NUM
agb-217	219	26	92	92	NUM
agb-217	219	27	92	92	NUM
agb-217	219	28	distance	distance	NOUN
agb-217	219	29	to	to	ADP
agb-217	219	30	last	last	ADJ
agb-217	219	31	field	field	NOUN
agb-217	219	32	infested	infest	VERB
agb-217	219	33	in	in	ADP
agb-217	219	34	texas	texas	PROPN
agb-217	219	35	(	(	PUNCT
agb-217	219	36	miles	miles	PROPN
agb-217	219	37	)	)	PUNCT
agb-217	219	38	207.61	207.61	NUM
agb-217	219	39	72.14	72.14	NUM
agb-217	219	40	105.46	105.46	NUM
agb-217	219	41	317.89	317.89	NUM
agb-217	219	42	212.43	212.43	NUM
agb-217	219	43	distance	distance	NOUN
agb-217	219	44	to	to	ADP
agb-217	219	45	first	first	ADJ
agb-217	219	46	field	field	NOUN
agb-217	219	47	infested	infest	VERB
agb-217	219	48	in	in	ADP
agb-217	219	49	oklahoma	oklahoma	PROPN
agb-217	219	50	(	(	PUNCT
agb-217	219	51	miles	mile	NOUN
agb-217	219	52	)	)	PUNCT
agb-217	219	53	116.87	116.87	NUM
agb-217	219	54	66.27	66.27	NUM
agb-217	219	55	0	0	NUM
agb-217	219	56	260.77	260.77	NUM
agb-217	219	57	260.77	260.77	NUM
agb-217	219	58	distance	distance	NOUN
agb-217	219	59	between	between	ADP
agb-217	219	60	the	the	DET
agb-217	219	61	first	first	ADJ
agb-217	219	62	infested	infested	ADJ
agb-217	219	63	field	field	NOUN
agb-217	219	64	in	in	ADP
agb-217	219	65	a	a	DET
agb-217	219	66	region	region	NOUN
agb-217	219	67	and	and	CCONJ
agb-217	219	68	other	other	ADJ
agb-217	219	69	fields	field	NOUN
agb-217	219	70	in	in	ADP
agb-217	219	71	that	that	DET
agb-217	219	72	region	region	NOUN
agb-217	219	73	(	(	PUNCT
agb-217	219	74	miles	mile	NOUN
agb-217	219	75	)	)	PUNCT
agb-217	219	76	39.67	39.67	NUM
agb-217	220	1	30.41	30.41	NUM
agb-217	220	2	0	0	NUM
agb-217	220	3	106.47	106.47	NUM
agb-217	220	4	106.47	106.47	NUM
agb-217	220	5	distance	distance	NOUN
agb-217	220	6	between	between	ADP
agb-217	220	7	temporally	temporally	ADV
agb-217	220	8	consecutive	consecutive	ADJ
agb-217	220	9	infested	infested	ADJ
agb-217	220	10	fields	field	NOUN
agb-217	220	11	(	(	PUNCT
agb-217	220	12	miles	mile	NOUN
agb-217	220	13	)	)	PUNCT
agb-217	220	14	43.76	43.76	NUM
agb-217	220	15	66.25	66.25	NUM
agb-217	220	16	0	0	NUM
agb-217	221	1	290.44	290.44	NUM
agb-217	221	2	290.44	290.44	NUM
agb-217	221	3	population	population	NOUN
agb-217	221	4	per	per	ADP
agb-217	221	5	plant	plant	NOUN
agb-217	221	6	11.66	11.66	NUM
agb-217	221	7	75.60	75.60	NUM
agb-217	221	8	0	0	NUM
agb-217	222	1	518.78	518.78	NUM
agb-217	222	2	518.78	518.78	NUM
agb-217	222	3	winged	wing	VERB
agb-217	222	4	sca	sca	PROPN
agb-217	222	5	ratio	ratio	NOUN
agb-217	222	6	0.05	0.05	NUM
agb-217	222	7	0.09	0.09	NUM
agb-217	222	8	0	0	NUM
agb-217	222	9	0.33	0.33	NUM
agb-217	222	10	0.33	0.33	NUM
agb-217	222	11	tavg	tavg	NOUN
agb-217	222	12	(	(	PUNCT
agb-217	222	13	°	°	ADP
agb-217	222	14	c	c	NOUN
agb-217	222	15	)	)	PUNCT
agb-217	222	16	24.96	24.96	NUM
agb-217	222	17	1.06	1.06	NUM
agb-217	222	18	22.90	22.90	NUM
agb-217	222	19	27.00	27.00	NUM
agb-217	222	20	4.10	4.10	NUM
agb-217	222	21	rain	rain	NOUN
agb-217	222	22	(	(	PUNCT
agb-217	222	23	mm	mm	NOUN
agb-217	222	24	)	)	PUNCT
agb-217	222	25	0.02	0.02	NUM
agb-217	222	26	0.01	0.01	NUM
agb-217	222	27	0	0	NUM
agb-217	222	28	0.04	0.04	NUM
agb-217	222	29	0.04	0.04	NUM
agb-217	222	30	pdir	pdir	NOUN
agb-217	222	31	(	(	PUNCT
agb-217	222	32	degrees	degree	NOUN
agb-217	222	33	)	)	PUNCT
agb-217	222	34	120.47	120.47	NUM
agb-217	222	35	6.02	6.02	NUM
agb-217	222	36	109.50	109.50	NUM
agb-217	222	37	131.40	131.40	NUM
agb-217	222	38	21.90	21.90	NUM
agb-217	222	39	note	note	NOUN
agb-217	222	40	.	.	PUNCT
agb-217	223	1	data	datum	NOUN
agb-217	223	2	from	from	ADP
agb-217	223	3	dr	dr	PROPN
agb-217	223	4	.	.	PROPN
agb-217	223	5	norman	norman	PROPN
agb-217	223	6	elliott	elliott	PROPN
agb-217	223	7	,	,	PUNCT
agb-217	223	8	usda	usda	NOUN
agb-217	223	9	-	-	PUNCT
agb-217	223	10	ars	ar	NOUN
agb-217	223	11	(	(	PUNCT
agb-217	223	12	personal	personal	ADJ
agb-217	223	13	communication	communication	NOUN
agb-217	223	14	,	,	PUNCT
agb-217	223	15	2021	2021	NUM
agb-217	223	16	)	)	PUNCT
agb-217	223	17	,	,	PUNCT
agb-217	223	18	oklahoma	oklahoma	PROPN
agb-217	223	19	mesonet	mesonet	PROPN
agb-217	223	20	(	(	PUNCT
agb-217	223	21	mesonet	mesonet	PROPN
agb-217	223	22	,	,	PUNCT
agb-217	223	23	2020	2020	NUM
agb-217	223	24	)	)	PUNCT
agb-217	223	25	.	.	PUNCT
agb-217	224	1	a	a	DET
agb-217	224	2	infestation	infestation	NOUN
agb-217	224	3	is	be	AUX
agb-217	224	4	indicated	indicate	VERB
agb-217	224	5	as	as	ADP
agb-217	224	6	‘	'	PUNCT
agb-217	224	7	1	1	NUM
agb-217	224	8	’	'	PUNCT
agb-217	224	9	if	if	SCONJ
agb-217	224	10	the	the	DET
agb-217	224	11	field	field	NOUN
agb-217	224	12	is	be	AUX
agb-217	224	13	infested	infest	VERB
agb-217	224	14	(	(	PUNCT
agb-217	224	15	the	the	DET
agb-217	224	16	number	number	NOUN
agb-217	224	17	of	of	ADP
agb-217	224	18	sugarcane	sugarcane	NOUN
agb-217	224	19	aphid	aphid	NOUN
agb-217	224	20	populations	population	NOUN
agb-217	224	21	per	per	ADP
agb-217	224	22	plant	plant	NOUN
agb-217	224	23	is	be	AUX
agb-217	224	24	‘	'	PUNCT
agb-217	224	25	0	0	NUM
agb-217	224	26	’	'	PUNCT
agb-217	224	27	or	or	CCONJ
agb-217	224	28	more	more	ADJ
agb-217	224	29	)	)	PUNCT
agb-217	224	30	during	during	ADP
agb-217	224	31	the	the	DET
agb-217	224	32	infestation	infestation	NOUN
agb-217	224	33	investigation	investigation	NOUN
agb-217	224	34	period	period	NOUN
agb-217	224	35	,	,	PUNCT
agb-217	224	36	otherwise	otherwise	ADV
agb-217	224	37	‘	'	PUNCT
agb-217	224	38	0	0	NUM
agb-217	224	39	’	'	PUNCT
agb-217	224	40	.	.	PUNCT
agb-217	225	1	tavg	tavg	NOUN
agb-217	225	2	,	,	PUNCT
agb-217	225	3	rain	rain	NOUN
agb-217	225	4	,	,	PUNCT
agb-217	225	5	wind	wind	NOUN
agb-217	225	6	direction	direction	NOUN
agb-217	225	7	are	be	AUX
agb-217	225	8	the	the	DET
agb-217	225	9	median	median	NOUN
agb-217	225	10	of	of	ADP
agb-217	225	11	temperature	temperature	NOUN
agb-217	225	12	,	,	PUNCT
agb-217	225	13	rainfall	rainfall	NOUN
agb-217	225	14	,	,	PUNCT
agb-217	225	15	and	and	CCONJ
agb-217	225	16	angle	angle	NOUN
agb-217	225	17	of	of	ADP
agb-217	225	18	wind	wind	NOUN
agb-217	225	19	direction	direction	NOUN
agb-217	225	20	variables	variable	NOUN
agb-217	225	21	from	from	ADP
agb-217	225	22	the	the	DET
agb-217	225	23	first	first	ADJ
agb-217	225	24	infestation	infestation	NOUN
agb-217	225	25	date	date	NOUN
agb-217	225	26	in	in	ADP
agb-217	225	27	oklahoma	oklahoma	PROPN
agb-217	225	28	to	to	ADP
agb-217	225	29	the	the	DET
agb-217	225	30	first	first	ADJ
agb-217	225	31	infestation	infestation	NOUN
agb-217	225	32	date	date	NOUN
agb-217	225	33	.	.	PUNCT
agb-217	226	1	4	4	X
agb-217	226	2	.	.	NOUN
agb-217	226	3	results	result	VERB
agb-217	226	4	4.1	4.1	NUM
agb-217	226	5	infestation	infestation	NOUN
agb-217	226	6	likelihood	likelihood	NOUN
agb-217	226	7	curves	curve	NOUN
agb-217	226	8	infestation	infestation	NOUN
agb-217	226	9	likelihood	likelihood	NOUN
agb-217	226	10	curves	curve	NOUN
agb-217	226	11	demonstrate	demonstrate	VERB
agb-217	226	12	the	the	DET
agb-217	226	13	univariate	univariate	ADJ
agb-217	226	14	relationships	relationship	NOUN
agb-217	226	15	between	between	ADP
agb-217	226	16	a	a	DET
agb-217	226	17	covariate	covariate	NOUN
agb-217	226	18	and	and	CCONJ
agb-217	226	19	the	the	DET
agb-217	226	20	likelihood	likelihood	NOUN
agb-217	226	21	sca	sca	PROPN
agb-217	226	22	infest	infest	VERB
agb-217	226	23	a	a	DET
agb-217	226	24	field	field	NOUN
agb-217	226	25	(	(	PUNCT
agb-217	226	26	figure	figure	NOUN
agb-217	226	27	3	3	NUM
agb-217	226	28	)	)	PUNCT
agb-217	226	29	.	.	PUNCT
agb-217	227	1	there	there	PRON
agb-217	227	2	is	be	VERB
agb-217	227	3	no	no	DET
agb-217	227	4	statistical	statistical	ADJ
agb-217	227	5	difference	difference	NOUN
agb-217	227	6	in	in	ADP
agb-217	227	7	the	the	DET
agb-217	227	8	hazard	hazard	NOUN
agb-217	227	9	of	of	ADP
agb-217	227	10	infestation	infestation	NOUN
agb-217	227	11	between	between	ADP
agb-217	227	12	the	the	DET
agb-217	227	13	“	"	PUNCT
agb-217	227	14	high	high	ADJ
agb-217	227	15	”	"	PUNCT
agb-217	227	16	and	and	CCONJ
agb-217	227	17	“	"	PUNCT
agb-217	227	18	low	low	ADJ
agb-217	227	19	”	"	PUNCT
agb-217	227	20	variable	variable	ADJ
agb-217	227	21	groupings	grouping	NOUN
agb-217	227	22	,	,	PUNCT
agb-217	227	23	except	except	SCONJ
agb-217	227	24	for	for	ADP
agb-217	227	25	the	the	DET
agb-217	227	26	lagged	lag	VERB
agb-217	227	27	ratio	ratio	NOUN
agb-217	227	28	of	of	ADP
agb-217	227	29	the	the	DET
agb-217	227	30	winged	wing	VERB
agb-217	227	31	/	/	SYM
agb-217	227	32	un	un	ADJ
agb-217	227	33	-	-	ADJ
agb-217	227	34	winged	wing	VERB
agb-217	227	35	ratio	ratio	NOUN
agb-217	227	36	.	.	PUNCT
agb-217	228	1	figure	figure	NOUN
agb-217	228	2	1	1	NUM
agb-217	228	3	.	.	PUNCT
agb-217	229	1	sugarcane	sugarcane	NOUN
agb-217	229	2	aphid	aphid	NOUN
agb-217	229	3	infestation	infestation	NOUN
agb-217	229	4	curves	curve	NOUN
agb-217	229	5	between	between	ADP
agb-217	229	6	groups	group	NOUN
agb-217	229	7	of	of	ADP
agb-217	229	8	regions	region	NOUN
agb-217	229	9	dummy	dummy	ADJ
agb-217	229	10	variable	variable	NOUN
agb-217	229	11	(	(	PUNCT
agb-217	229	12	a	a	X
agb-217	229	13	)	)	PUNCT
agb-217	229	14	,	,	PUNCT
agb-217	229	15	lagged	lag	VERB
agb-217	229	16	wing	wing	NOUN
agb-217	229	17	ratio	ratio	NOUN
agb-217	229	18	(	(	PUNCT
agb-217	229	19	b	b	NOUN
agb-217	229	20	)	)	PUNCT
agb-217	229	21	,	,	PUNCT
agb-217	229	22	distance	distance	NOUN
agb-217	229	23	between	between	ADP
agb-217	229	24	the	the	DET
agb-217	229	25	last	last	ADJ
agb-217	229	26	infested	infested	ADJ
agb-217	229	27	sorghum	sorghum	NOUN
agb-217	229	28	field	field	NOUN
agb-217	229	29	in	in	ADP
agb-217	229	30	texas	texas	PROPN
agb-217	229	31	and	and	CCONJ
agb-217	229	32	the	the	DET
agb-217	229	33	sorghum	sorghum	NOUN
agb-217	229	34	field	field	NOUN
agb-217	229	35	in	in	ADP
agb-217	229	36	oklahoma	oklahoma	PROPN
agb-217	229	37	(	(	PUNCT
agb-217	229	38	c	c	NOUN
agb-217	229	39	)	)	PUNCT
agb-217	229	40	,	,	PUNCT
agb-217	229	41	distance	distance	NOUN
agb-217	229	42	between	between	ADP
agb-217	229	43	the	the	DET
agb-217	229	44	first	first	ADJ
agb-217	229	45	sorghum	sorghum	NOUN
agb-217	229	46	field	field	NOUN
agb-217	229	47	infested	infest	VERB
agb-217	229	48	in	in	ADP
agb-217	229	49	oklahoma	oklahoma	PROPN
agb-217	229	50	to	to	ADP
agb-217	229	51	other	other	ADJ
agb-217	229	52	sorghum	sorghum	NOUN
agb-217	229	53	fields	field	NOUN
agb-217	229	54	in	in	ADP
agb-217	229	55	oklahoma	oklahoma	PROPN
agb-217	229	56	(	(	PUNCT
agb-217	229	57	d	d	NOUN
agb-217	229	58	)	)	PUNCT
agb-217	229	59	,	,	PUNCT
agb-217	229	60	distance	distance	NOUN
agb-217	229	61	between	between	ADP
agb-217	229	62	the	the	DET
agb-217	229	63	first	first	ADJ
agb-217	229	64	infested	infested	ADJ
agb-217	229	65	field	field	NOUN
agb-217	229	66	and	and	CCONJ
agb-217	229	67	other	other	ADJ
agb-217	229	68	fields	field	NOUN
agb-217	229	69	in	in	ADP
agb-217	229	70	the	the	DET
agb-217	229	71	region	region	NOUN
agb-217	229	72	(	(	PUNCT
agb-217	229	73	e	e	NOUN
agb-217	229	74	)	)	PUNCT
agb-217	229	75	,	,	PUNCT
agb-217	229	76	distance	distance	NOUN
agb-217	229	77	between	between	ADP
agb-217	229	78	temporally	temporally	ADV
agb-217	229	79	consecutive	consecutive	ADJ
agb-217	229	80	infested	infested	ADJ
agb-217	229	81	fields	field	NOUN
agb-217	229	82	(	(	PUNCT
agb-217	229	83	f	f	X
agb-217	229	84	)	)	PUNCT
agb-217	229	85	covariates	covariate	VERB
agb-217	229	86	.	.	PUNCT
agb-217	230	1	agbioforum	agbioforum	PROPN
agb-217	230	2	,	,	PUNCT
agb-217	230	3	25(1	25(1	NUM
agb-217	230	4	)	)	PUNCT
agb-217	230	5	,	,	PUNCT
agb-217	230	6	2023	2023	NUM
agb-217	230	7	|	|	ADV
agb-217	230	8	124	124	NUM
agb-217	230	9	lee	lee	PROPN
agb-217	230	10	,	,	PUNCT
agb-217	230	11	vitale	vitale	PROPN
agb-217	230	12	,	,	PUNCT
agb-217	230	13	lambert	lambert	PROPN
agb-217	230	14	—	—	PUNCT
agb-217	230	15	weather	weather	NOUN
agb-217	230	16	and	and	CCONJ
agb-217	230	17	geographic	geographic	ADJ
agb-217	230	18	effects	effect	NOUN
agb-217	230	19	on	on	ADP
agb-217	230	20	sugarcane	sugarcane	NOUN
agb-217	230	21	aphid	aphid	NOUN
agb-217	230	22	migration	migration	NOUN
agb-217	230	23	fields	field	NOUN
agb-217	230	24	in	in	ADP
agb-217	230	25	southwestern	southwestern	ADJ
agb-217	230	26	oklahoma	oklahoma	PROPN
agb-217	230	27	appear	appear	VERB
agb-217	230	28	to	to	PART
agb-217	230	29	have	have	VERB
agb-217	230	30	a	a	DET
agb-217	230	31	greater	great	ADJ
agb-217	230	32	chance	chance	NOUN
agb-217	230	33	of	of	ADP
agb-217	230	34	infestation	infestation	NOUN
agb-217	230	35	after	after	ADP
agb-217	230	36	eight	eight	NUM
agb-217	230	37	days	day	NOUN
agb-217	230	38	compared	compare	VERB
agb-217	230	39	to	to	ADP
agb-217	230	40	the	the	DET
agb-217	230	41	other	other	ADJ
agb-217	230	42	regions	region	NOUN
agb-217	230	43	(	(	PUNCT
agb-217	230	44	figure	figure	NOUN
agb-217	230	45	3	3	NUM
agb-217	230	46	-	-	PUNCT
agb-217	230	47	a	a	PRON
agb-217	230	48	)	)	PUNCT
agb-217	230	49	.	.	PUNCT
agb-217	231	1	however	however	ADV
agb-217	231	2	,	,	PUNCT
agb-217	231	3	the	the	DET
agb-217	231	4	log	log	NOUN
agb-217	231	5	-	-	PUNCT
agb-217	231	6	rank	rank	NOUN
agb-217	231	7	and	and	CCONJ
agb-217	231	8	wilcoxon	wilcoxon	PROPN
agb-217	231	9	statistics	statistic	NOUN
agb-217	231	10	are	be	AUX
agb-217	231	11	1.58	1.58	NUM
agb-217	231	12	and	and	CCONJ
agb-217	231	13	1.33	1.33	NUM
agb-217	231	14	,	,	PUNCT
agb-217	231	15	respectively	respectively	ADV
agb-217	231	16	,	,	PUNCT
agb-217	231	17	which	which	PRON
agb-217	231	18	means	mean	VERB
agb-217	231	19	that	that	SCONJ
agb-217	231	20	the	the	DET
agb-217	231	21	null	null	ADJ
agb-217	231	22	hypothesis	hypothesis	NOUN
agb-217	231	23	that	that	SCONJ
agb-217	231	24	the	the	DET
agb-217	231	25	infestation	infestation	NOUN
agb-217	231	26	probability	probability	NOUN
agb-217	231	27	between	between	ADP
agb-217	231	28	the	the	DET
agb-217	231	29	three	three	NUM
agb-217	231	30	regions	region	NOUN
agb-217	231	31	is	be	AUX
agb-217	231	32	the	the	DET
agb-217	231	33	same	same	ADJ
agb-217	231	34	can	can	AUX
agb-217	231	35	not	not	PART
agb-217	231	36	be	be	AUX
agb-217	231	37	rejected	reject	VERB
agb-217	231	38	(	(	PUNCT
agb-217	231	39	wilcoxon	wilcoxon	ADJ
agb-217	231	40	,	,	PUNCT
agb-217	231	41	1992	1992	NUM
agb-217	231	42	)	)	PUNCT
agb-217	231	43	.	.	PUNCT
agb-217	232	1	in	in	ADP
agb-217	232	2	addition	addition	NOUN
agb-217	232	3	,	,	PUNCT
agb-217	232	4	there	there	PRON
agb-217	232	5	was	be	VERB
agb-217	232	6	no	no	DET
agb-217	232	7	statistical	statistical	ADJ
agb-217	232	8	difference	difference	NOUN
agb-217	232	9	in	in	ADP
agb-217	232	10	infestation	infestation	NOUN
agb-217	232	11	curves	curve	NOUN
agb-217	232	12	between	between	ADP
agb-217	232	13	the	the	DET
agb-217	232	14	southwestern	southwestern	ADJ
agb-217	232	15	and	and	CCONJ
agb-217	232	16	northwestern	northwestern	ADJ
agb-217	232	17	,	,	PUNCT
agb-217	232	18	and	and	CCONJ
agb-217	232	19	the	the	DET
agb-217	232	20	southwestern	southwestern	ADJ
agb-217	232	21	and	and	CCONJ
agb-217	232	22	north	north	NOUN
agb-217	232	23	-	-	PUNCT
agb-217	232	24	central	central	ADJ
agb-217	232	25	regions	region	NOUN
agb-217	232	26	.	.	PUNCT
agb-217	233	1	these	these	DET
agb-217	233	2	results	result	NOUN
agb-217	233	3	differ	differ	VERB
agb-217	233	4	from	from	ADP
agb-217	233	5	the	the	DET
agb-217	233	6	expectation	expectation	NOUN
agb-217	233	7	that	that	SCONJ
agb-217	233	8	fields	field	NOUN
agb-217	233	9	in	in	ADP
agb-217	233	10	the	the	DET
agb-217	233	11	southwestern	southwestern	ADJ
agb-217	233	12	region	region	NOUN
agb-217	233	13	of	of	ADP
agb-217	233	14	oklahoma	oklahoma	PROPN
agb-217	233	15	are	be	AUX
agb-217	233	16	relatively	relatively	ADV
agb-217	233	17	more	more	ADV
agb-217	233	18	susceptible	susceptible	ADJ
agb-217	233	19	to	to	ADP
agb-217	233	20	infestation	infestation	NOUN
agb-217	233	21	.	.	PUNCT
agb-217	234	1	this	this	DET
agb-217	234	2	finding	finding	NOUN
agb-217	234	3	is	be	AUX
agb-217	234	4	consistent	consistent	ADJ
agb-217	234	5	with	with	ADP
agb-217	234	6	previous	previous	ADJ
agb-217	234	7	research	research	NOUN
agb-217	234	8	that	that	PRON
agb-217	234	9	reports	report	VERB
agb-217	234	10	sca	sca	PROPN
agb-217	234	11	can	can	AUX
agb-217	234	12	migrate	migrate	VERB
agb-217	234	13	over	over	ADP
agb-217	234	14	great	great	ADJ
agb-217	234	15	distances	distance	NOUN
agb-217	234	16	during	during	ADP
agb-217	234	17	variable	variable	ADJ
agb-217	234	18	weather	weather	NOUN
agb-217	234	19	conditions	condition	NOUN
agb-217	234	20	(	(	PUNCT
agb-217	234	21	suarez	suarez	NOUN
agb-217	234	22	,	,	PUNCT
agb-217	234	23	holway	holway	NOUN
agb-217	234	24	,	,	PUNCT
agb-217	234	25	&	&	CCONJ
agb-217	234	26	case	case	NOUN
agb-217	234	27	,	,	PUNCT
agb-217	234	28	2001	2001	NUM
agb-217	234	29	)	)	PUNCT
agb-217	234	30	.	.	PUNCT
agb-217	235	1	for	for	ADP
agb-217	235	2	the	the	DET
agb-217	235	3	lagged	lag	VERB
agb-217	235	4	winged	wing	VERB
agb-217	235	5	/	/	SYM
agb-217	235	6	un	un	ADJ
agb-217	235	7	-	-	ADJ
agb-217	235	8	winged	wing	VERB
agb-217	235	9	ratio	ratio	NOUN
agb-217	235	10	covariate	covariate	NOUN
agb-217	235	11	,	,	PUNCT
agb-217	235	12	the	the	DET
agb-217	235	13	logrank	logrank	NOUN
agb-217	235	14	and	and	CCONJ
agb-217	235	15	wilcoxon	wilcoxon	PROPN
agb-217	235	16	statistics	statistic	NOUN
agb-217	235	17	are	be	AUX
agb-217	235	18	4.3	4.3	NUM
agb-217	235	19	and	and	CCONJ
agb-217	235	20	3.96	3.96	NUM
agb-217	235	21	,	,	PUNCT
agb-217	235	22	respectively	respectively	ADV
agb-217	235	23	.	.	PUNCT
agb-217	236	1	the	the	DET
agb-217	236	2	null	null	ADJ
agb-217	236	3	hypothesis	hypothesis	NOUN
agb-217	236	4	that	that	SCONJ
agb-217	236	5	there	there	PRON
agb-217	236	6	is	be	VERB
agb-217	236	7	no	no	DET
agb-217	236	8	difference	difference	NOUN
agb-217	236	9	in	in	ADP
agb-217	236	10	the	the	DET
agb-217	236	11	infestation	infestation	NOUN
agb-217	236	12	probability	probability	NOUN
agb-217	236	13	for	for	SCONJ
agb-217	236	14	the	the	DET
agb-217	236	15	‘	'	PUNCT
agb-217	236	16	high	high	ADJ
agb-217	236	17	’	'	PUNCT
agb-217	236	18	and	and	CCONJ
agb-217	236	19	‘	'	PUNCT
agb-217	236	20	low	low	ADJ
agb-217	236	21	’	'	PUNCT
agb-217	236	22	groups	group	NOUN
agb-217	236	23	is	be	AUX
agb-217	236	24	rejected	reject	VERB
agb-217	236	25	.	.	PUNCT
agb-217	237	1	as	as	SCONJ
agb-217	237	2	shown	show	VERB
agb-217	237	3	in	in	ADP
agb-217	237	4	figure	figure	NOUN
agb-217	237	5	3	3	NUM
agb-217	237	6	-	-	SYM
agb-217	237	7	b	b	NOUN
agb-217	237	8	,	,	PUNCT
agb-217	237	9	the	the	DET
agb-217	237	10	infestation	infestation	NOUN
agb-217	237	11	probability	probability	NOUN
agb-217	237	12	of	of	ADP
agb-217	237	13	the	the	DET
agb-217	237	14	‘	'	PUNCT
agb-217	237	15	high	high	ADJ
agb-217	237	16	’	'	PUNCT
agb-217	237	17	group	group	NOUN
agb-217	237	18	is	be	AUX
agb-217	237	19	higher	high	ADJ
agb-217	237	20	than	than	ADP
agb-217	237	21	that	that	PRON
agb-217	237	22	of	of	ADP
agb-217	237	23	the	the	DET
agb-217	237	24	‘	'	PUNCT
agb-217	237	25	low	low	ADJ
agb-217	237	26	’	'	PUNCT
agb-217	237	27	group	group	NOUN
agb-217	237	28	.	.	PUNCT
agb-217	238	1	populations	population	NOUN
agb-217	238	2	with	with	ADP
agb-217	238	3	lower	low	ADJ
agb-217	238	4	wing	wing	NOUN
agb-217	238	5	/	/	SYM
agb-217	238	6	un	un	ADJ
agb-217	238	7	-	-	ADJ
agb-217	238	8	winged	winged	ADJ
agb-217	238	9	ratios	ratio	NOUN
agb-217	238	10	are	be	AUX
agb-217	238	11	less	less	ADV
agb-217	238	12	mobile	mobile	ADJ
agb-217	238	13	.	.	PUNCT
agb-217	239	1	this	this	DET
agb-217	239	2	result	result	NOUN
agb-217	239	3	is	be	AUX
agb-217	239	4	consistent	consistent	ADJ
agb-217	239	5	with	with	ADP
agb-217	239	6	the	the	DET
agb-217	239	7	expectation	expectation	NOUN
agb-217	239	8	that	that	PRON
agb-217	239	9	infested	infest	VERB
agb-217	239	10	fields	field	NOUN
agb-217	239	11	with	with	ADP
agb-217	239	12	relatively	relatively	ADV
agb-217	239	13	higher	high	ADJ
agb-217	239	14	proportions	proportion	NOUN
agb-217	239	15	of	of	ADP
agb-217	239	16	winged	wing	VERB
agb-217	239	17	to	to	PART
agb-217	239	18	un	un	VERB
agb-217	239	19	-	-	VERB
agb-217	239	20	winged	wing	VERB
agb-217	239	21	individuals	individual	NOUN
agb-217	239	22	increase	increase	VERB
agb-217	239	23	the	the	DET
agb-217	239	24	probability	probability	NOUN
agb-217	239	25	of	of	ADP
agb-217	239	26	other	other	ADJ
agb-217	239	27	fields	field	NOUN
agb-217	239	28	in	in	ADP
agb-217	239	29	proximity	proximity	NOUN
agb-217	239	30	of	of	ADP
agb-217	239	31	becoming	becoming	AUX
agb-217	239	32	infested	infest	VERB
agb-217	239	33	.	.	PUNCT
agb-217	240	1	for	for	ADP
agb-217	240	2	the	the	DET
agb-217	240	3	distance	distance	NOUN
agb-217	240	4	between	between	ADP
agb-217	240	5	the	the	DET
agb-217	240	6	last	last	ADJ
agb-217	240	7	infested	infested	ADJ
agb-217	240	8	sorghum	sorghum	NOUN
agb-217	240	9	field	field	NOUN
agb-217	240	10	in	in	ADP
agb-217	240	11	texas	texas	PROPN
agb-217	240	12	and	and	CCONJ
agb-217	240	13	the	the	DET
agb-217	240	14	sorghum	sorghum	NOUN
agb-217	240	15	field	field	NOUN
agb-217	240	16	in	in	ADP
agb-217	240	17	oklahoma	oklahoma	PROPN
agb-217	240	18	covariate	covariate	PROPN
agb-217	240	19	(	(	PUNCT
agb-217	240	20	𝑑1	𝑑1	NOUN
agb-217	240	21	)	)	PUNCT
agb-217	240	22	,	,	PUNCT
agb-217	240	23	there	there	PRON
agb-217	240	24	is	be	VERB
agb-217	240	25	no	no	DET
agb-217	240	26	difference	difference	NOUN
agb-217	240	27	in	in	ADP
agb-217	240	28	the	the	DET
agb-217	240	29	probability	probability	NOUN
agb-217	240	30	of	of	ADP
agb-217	240	31	infestation	infestation	NOUN
agb-217	240	32	between	between	ADP
agb-217	240	33	the	the	DET
agb-217	240	34	‘	'	PUNCT
agb-217	240	35	high	high	ADJ
agb-217	240	36	’	'	PUNCT
agb-217	240	37	and	and	CCONJ
agb-217	240	38	‘	'	PUNCT
agb-217	240	39	low	low	ADJ
agb-217	240	40	’	'	PUNCT
agb-217	240	41	groups	group	NOUN
agb-217	240	42	(	(	PUNCT
agb-217	240	43	figure	figure	VERB
agb-217	240	44	3	3	NUM
agb-217	240	45	-	-	SYM
agb-217	240	46	c	c	NOUN
agb-217	240	47	)	)	PUNCT
agb-217	240	48	.	.	PUNCT
agb-217	241	1	there	there	PRON
agb-217	241	2	is	be	VERB
agb-217	241	3	no	no	DET
agb-217	241	4	difference	difference	NOUN
agb-217	241	5	in	in	ADP
agb-217	241	6	the	the	DET
agb-217	241	7	infestation	infestation	NOUN
agb-217	241	8	probability	probability	NOUN
agb-217	241	9	between	between	ADP
agb-217	241	10	the	the	DET
agb-217	241	11	‘	'	PUNCT
agb-217	241	12	high	high	ADJ
agb-217	241	13	’	'	PUNCT
agb-217	241	14	and	and	CCONJ
agb-217	241	15	‘	'	PUNCT
agb-217	241	16	low	low	ADJ
agb-217	241	17	’	'	PUNCT
agb-217	241	18	groups	group	NOUN
agb-217	241	19	for	for	ADP
agb-217	241	20	the	the	DET
agb-217	241	21	distance	distance	NOUN
agb-217	241	22	between	between	ADP
agb-217	241	23	the	the	DET
agb-217	241	24	first	first	ADJ
agb-217	241	25	sorghum	sorghum	NOUN
agb-217	241	26	field	field	NOUN
agb-217	241	27	infested	infest	VERB
agb-217	241	28	in	in	ADP
agb-217	241	29	oklahoma	oklahoma	PROPN
agb-217	241	30	to	to	ADP
agb-217	241	31	other	other	ADJ
agb-217	241	32	sorghum	sorghum	NOUN
agb-217	241	33	fields	field	NOUN
agb-217	241	34	in	in	ADP
agb-217	241	35	oklahoma	oklahoma	PROPN
agb-217	241	36	(	(	PUNCT
agb-217	241	37	𝑑2	𝑑2	PROPN
agb-217	241	38	)	)	PUNCT
agb-217	241	39	,	,	PUNCT
agb-217	241	40	the	the	DET
agb-217	241	41	distance	distance	NOUN
agb-217	241	42	between	between	ADP
agb-217	241	43	the	the	DET
agb-217	241	44	first	first	ADJ
agb-217	241	45	infested	infested	ADJ
agb-217	241	46	field	field	NOUN
agb-217	241	47	and	and	CCONJ
agb-217	241	48	other	other	ADJ
agb-217	241	49	fields	field	NOUN
agb-217	241	50	in	in	ADP
agb-217	241	51	the	the	DET
agb-217	241	52	region	region	NOUN
agb-217	241	53	(	(	PUNCT
agb-217	241	54	𝑑3	𝑑3	PROPN
agb-217	241	55	)	)	PUNCT
agb-217	241	56	,	,	PUNCT
agb-217	241	57	and	and	CCONJ
agb-217	241	58	the	the	DET
agb-217	241	59	distance	distance	NOUN
agb-217	241	60	between	between	ADP
agb-217	241	61	temporally	temporally	ADV
agb-217	241	62	consecutive	consecutive	ADJ
agb-217	241	63	infested	infested	ADJ
agb-217	241	64	fields	field	NOUN
agb-217	241	65	covariate	covariate	VERB
agb-217	241	66	(	(	PUNCT
agb-217	241	67	𝑑4	𝑑4	ADV
agb-217	241	68	)	)	PUNCT
agb-217	241	69	(	(	PUNCT
agb-217	241	70	figure	figure	VERB
agb-217	241	71	3	3	NUM
agb-217	241	72	-	-	SYM
agb-217	241	73	d	d	NOUN
agb-217	241	74	,	,	PUNCT
agb-217	241	75	3	3	NUM
agb-217	241	76	-	-	SYM
agb-217	241	77	e	e	NOUN
agb-217	241	78	,	,	PUNCT
agb-217	241	79	3	3	NUM
agb-217	241	80	-	-	SYM
agb-217	241	81	f	f	NOUN
agb-217	241	82	)	)	PUNCT
agb-217	241	83	.	.	PUNCT
agb-217	242	1	the	the	DET
agb-217	242	2	infestation	infestation	NOUN
agb-217	242	3	probability	probability	NOUN
agb-217	242	4	curves	curve	NOUN
agb-217	242	5	calculated	calculate	VERB
agb-217	242	6	with	with	ADP
agb-217	242	7	each	each	PRON
agb-217	242	8	of	of	ADP
agb-217	242	9	the	the	DET
agb-217	242	10	four	four	NUM
agb-217	242	11	distance	distance	NOUN
agb-217	242	12	covariates	covariate	NOUN
agb-217	242	13	suggest	suggest	VERB
agb-217	242	14	that	that	SCONJ
agb-217	242	15	the	the	DET
agb-217	242	16	difference	difference	NOUN
agb-217	242	17	in	in	ADP
agb-217	242	18	distance	distance	NOUN
agb-217	242	19	between	between	ADP
agb-217	242	20	fields	field	NOUN
agb-217	242	21	in	in	ADP
agb-217	242	22	oklahoma	oklahoma	PROPN
agb-217	242	23	does	do	AUX
agb-217	242	24	not	not	PART
agb-217	242	25	influence	influence	VERB
agb-217	242	26	the	the	DET
agb-217	242	27	time	time	NOUN
agb-217	242	28	until	until	SCONJ
agb-217	242	29	a	a	DET
agb-217	242	30	field	field	NOUN
agb-217	242	31	is	be	AUX
agb-217	242	32	infested	infest	VERB
agb-217	242	33	.	.	PUNCT
agb-217	243	1	this	this	DET
agb-217	243	2	finding	finding	NOUN
agb-217	243	3	suggests	suggest	VERB
agb-217	243	4	that	that	SCONJ
agb-217	243	5	it	it	PRON
agb-217	243	6	may	may	AUX
agb-217	243	7	be	be	AUX
agb-217	243	8	difficult	difficult	ADJ
agb-217	243	9	for	for	SCONJ
agb-217	243	10	sorghum	sorghum	NOUN
agb-217	243	11	producers	producer	NOUN
agb-217	243	12	to	to	PART
agb-217	243	13	establish	establish	VERB
agb-217	243	14	insect	insect	NOUN
agb-217	243	15	control	control	NOUN
agb-217	243	16	plans	plan	NOUN
agb-217	243	17	based	base	VERB
agb-217	243	18	on	on	ADP
agb-217	243	19	field	field	NOUN
agb-217	243	20	proximity	proximity	NOUN
agb-217	243	21	.	.	PUNCT
agb-217	244	1	knowing	know	VERB
agb-217	244	2	when	when	SCONJ
agb-217	244	3	sca	sca	PROPN
agb-217	244	4	appeared	appear	VERB
agb-217	244	5	in	in	ADP
agb-217	244	6	north	north	PROPN
agb-217	244	7	texas	texas	PROPN
agb-217	244	8	may	may	AUX
agb-217	244	9	be	be	AUX
agb-217	244	10	the	the	DET
agb-217	244	11	most	most	ADV
agb-217	244	12	important	important	ADJ
agb-217	244	13	source	source	NOUN
agb-217	244	14	of	of	ADP
agb-217	244	15	information	information	NOUN
agb-217	244	16	since	since	SCONJ
agb-217	244	17	sca	sca	PROPN
agb-217	244	18	generally	generally	ADV
agb-217	244	19	migrate	migrate	VERB
agb-217	244	20	northward	northward	ADV
agb-217	244	21	.	.	PUNCT
agb-217	245	1	however	however	ADV
agb-217	245	2	,	,	PUNCT
agb-217	245	3	information	information	NOUN
agb-217	245	4	on	on	ADP
agb-217	245	5	the	the	DET
agb-217	245	6	wing	wing	NOUN
agb-217	245	7	/	/	SYM
agb-217	245	8	unwinged	unwinge	VERB
agb-217	245	9	populations	population	NOUN
agb-217	245	10	in	in	ADP
agb-217	245	11	the	the	DET
agb-217	245	12	previously	previously	ADV
agb-217	245	13	infested	infest	VERB
agb-217	245	14	field	field	NOUN
agb-217	245	15	may	may	AUX
agb-217	245	16	be	be	AUX
agb-217	245	17	useful	useful	ADJ
agb-217	245	18	information	information	NOUN
agb-217	245	19	for	for	ADP
agb-217	245	20	establishing	establish	VERB
agb-217	245	21	insect	insect	NOUN
agb-217	245	22	control	control	NOUN
agb-217	245	23	plans	plan	NOUN
agb-217	245	24	and	and	CCONJ
agb-217	245	25	predicting	predict	VERB
agb-217	245	26	where	where	SCONJ
agb-217	245	27	sca	sca	PROPN
agb-217	245	28	will	will	AUX
agb-217	245	29	migrate	migrate	VERB
agb-217	245	30	.	.	PUNCT
agb-217	246	1	4.2	4.2	NUM
agb-217	246	2	proportional	proportional	ADJ
agb-217	246	3	hazard	hazard	NOUN
agb-217	246	4	regression	regression	VERB
agb-217	246	5	the	the	DET
agb-217	246	6	likelihood	likelihood	NOUN
agb-217	246	7	ratio	ratio	NOUN
agb-217	246	8	and	and	CCONJ
agb-217	246	9	the	the	DET
agb-217	246	10	wald	wald	PROPN
agb-217	246	11	chi	chi	PROPN
agb-217	246	12	-	-	PUNCT
agb-217	246	13	square	square	ADJ
agb-217	246	14	statistics	statistic	NOUN
agb-217	246	15	are	be	AUX
agb-217	246	16	large	large	ADJ
agb-217	246	17	enough	enough	ADV
agb-217	246	18	to	to	PART
agb-217	246	19	reject	reject	VERB
agb-217	246	20	the	the	DET
agb-217	246	21	null	null	ADJ
agb-217	246	22	hypothesis	hypothesis	NOUN
agb-217	246	23	that	that	PRON
agb-217	246	24	the	the	DET
agb-217	246	25	variables	variable	NOUN
agb-217	246	26	included	include	VERB
agb-217	246	27	in	in	ADP
agb-217	246	28	the	the	DET
agb-217	246	29	regression	regression	NOUN
agb-217	246	30	have	have	VERB
agb-217	246	31	a	a	DET
agb-217	246	32	joint	joint	ADJ
agb-217	246	33	zero	zero	NUM
agb-217	246	34	effect	effect	NOUN
agb-217	246	35	on	on	ADP
agb-217	246	36	the	the	DET
agb-217	246	37	infestation	infestation	NOUN
agb-217	246	38	hazard	hazard	NOUN
agb-217	246	39	at	at	ADP
agb-217	246	40	the	the	DET
agb-217	246	41	1	1	NUM
agb-217	246	42	%	%	NOUN
agb-217	246	43	significance	significance	NOUN
agb-217	246	44	level	level	NOUN
agb-217	246	45	(	(	PUNCT
agb-217	246	46	table	table	NOUN
agb-217	246	47	3	3	NUM
agb-217	246	48	)	)	PUNCT
agb-217	246	49	.	.	PUNCT
agb-217	247	1	all	all	DET
agb-217	247	2	covariates	covariate	VERB
agb-217	247	3	in	in	ADP
agb-217	247	4	the	the	DET
agb-217	247	5	geographic	geographic	ADJ
agb-217	247	6	relationship	relationship	NOUN
agb-217	247	7	category	category	NOUN
agb-217	247	8	were	be	AUX
agb-217	247	9	uncorrelated	uncorrelate	VERB
agb-217	247	10	with	with	ADP
agb-217	247	11	the	the	DET
agb-217	247	12	sca	sca	PROPN
agb-217	247	13	infestation	infestation	NOUN
agb-217	247	14	hazard	hazard	NOUN
agb-217	247	15	.	.	PUNCT
agb-217	248	1	the	the	DET
agb-217	248	2	regional	regional	ADJ
agb-217	248	3	dummy	dummy	ADJ
agb-217	248	4	covariates	covariate	NOUN
agb-217	248	5	and	and	CCONJ
agb-217	248	6	the	the	DET
agb-217	248	7	distance	distance	NOUN
agb-217	248	8	between	between	ADP
agb-217	248	9	the	the	DET
agb-217	248	10	sorghum	sorghum	NOUN
agb-217	248	11	fields	field	NOUN
agb-217	248	12	were	be	AUX
agb-217	248	13	unassociated	unassociate	VERB
agb-217	248	14	with	with	ADP
agb-217	248	15	the	the	DET
agb-217	248	16	infestation	infestation	NOUN
agb-217	248	17	hazard	hazard	NOUN
agb-217	248	18	.	.	PUNCT
agb-217	249	1	studies	study	NOUN
agb-217	249	2	on	on	ADP
agb-217	249	3	the	the	DET
agb-217	249	4	long	long	ADJ
agb-217	249	5	-	-	PUNCT
agb-217	249	6	distance	distance	NOUN
agb-217	249	7	migration	migration	NOUN
agb-217	249	8	and	and	CCONJ
agb-217	249	9	dispersion	dispersion	NOUN
agb-217	249	10	activity	activity	NOUN
agb-217	249	11	of	of	ADP
agb-217	249	12	sca	sca	PROPN
agb-217	249	13	may	may	AUX
agb-217	249	14	explain	explain	VERB
agb-217	249	15	why	why	SCONJ
agb-217	249	16	field	field	NOUN
agb-217	249	17	proximity	proximity	NOUN
agb-217	249	18	and	and	CCONJ
agb-217	249	19	distance	distance	NOUN
agb-217	249	20	to	to	ADP
agb-217	249	21	other	other	ADJ
agb-217	249	22	fields	field	NOUN
agb-217	249	23	were	be	AUX
agb-217	249	24	uncorrelated	uncorrelate	VERB
agb-217	249	25	with	with	ADP
agb-217	249	26	the	the	DET
agb-217	249	27	likelihood	likelihood	NOUN
agb-217	249	28	of	of	ADP
agb-217	249	29	infestation	infestation	NOUN
agb-217	249	30	.	.	PUNCT
agb-217	250	1	table	table	NOUN
agb-217	251	1	3	3	NUM
agb-217	251	2	.	.	PUNCT
agb-217	251	3	cox	cox	PROPN
agb-217	251	4	proportional	proportional	PROPN
agb-217	251	5	hazards	hazard	NOUN
agb-217	251	6	model	model	NOUN
agb-217	251	7	results	result	NOUN
agb-217	251	8	category	category	NOUN
agb-217	251	9	covariate	covariate	NOUN
agb-217	251	10	estimate	estimate	NOUN
agb-217	251	11	standard	standard	ADJ
agb-217	251	12	error	error	NOUN
agb-217	251	13	hazard	hazard	NOUN
agb-217	251	14	ratio	ratio	NOUN
agb-217	251	15	infestation	infestation	NOUN
agb-217	251	16	probability	probability	NOUN
agb-217	251	17	geographic	geographic	ADJ
agb-217	251	18	relationship	relationship	NOUN
agb-217	251	19	north	north	NOUN
agb-217	251	20	-	-	PUNCT
agb-217	251	21	west	west	NOUN
agb-217	251	22	region	region	NOUN
agb-217	251	23	-1.126	-1.126	PUNCT
agb-217	251	24	2.256	2.256	NUM
agb-217	251	25	0.324	0.324	NUM
agb-217	251	26	0.245	0.245	NUM
agb-217	251	27	north	north	ADJ
agb-217	251	28	-	-	PUNCT
agb-217	251	29	central	central	ADJ
agb-217	251	30	region	region	NOUN
agb-217	251	31	0.536	0.536	NUM
agb-217	251	32	4.149	4.149	NUM
agb-217	251	33	1.710	1.710	NUM
agb-217	251	34	0.631	0.631	NUM
agb-217	251	35	distance	distance	NOUN
agb-217	251	36	between	between	ADP
agb-217	251	37	the	the	DET
agb-217	251	38	last	last	ADJ
agb-217	251	39	infested	infested	ADJ
agb-217	251	40	sorghum	sorghum	NOUN
agb-217	251	41	field	field	NOUN
agb-217	251	42	in	in	ADP
agb-217	251	43	texas	texas	PROPN
agb-217	251	44	and	and	CCONJ
agb-217	251	45	the	the	DET
agb-217	251	46	sorghum	sorghum	NOUN
agb-217	251	47	field	field	NOUN
agb-217	251	48	in	in	ADP
agb-217	251	49	oklahoma	oklahoma	PROPN
agb-217	251	50	-0.942	-0.942	PUNCT
agb-217	251	51	3.552	3.552	NUM
agb-217	251	52	0.390	0.390	NUM
agb-217	251	53	0.281	0.281	NUM
agb-217	251	54	distance	distance	NOUN
agb-217	251	55	between	between	ADP
agb-217	251	56	the	the	DET
agb-217	251	57	first	first	ADJ
agb-217	251	58	sorghum	sorghum	NOUN
agb-217	251	59	field	field	NOUN
agb-217	251	60	in	in	ADP
agb-217	251	61	oklahoma	oklahoma	PROPN
agb-217	251	62	and	and	CCONJ
agb-217	251	63	other	other	ADJ
agb-217	251	64	fields	field	NOUN
agb-217	251	65	in	in	ADP
agb-217	251	66	oklahoma	oklahoma	PROPN
agb-217	251	67	0.510	0.510	NUM
agb-217	251	68	2.263	2.263	NUM
agb-217	251	69	1.665	1.665	NUM
agb-217	251	70	0.625	0.625	NUM
agb-217	251	71	distance	distance	NOUN
agb-217	251	72	between	between	ADP
agb-217	251	73	the	the	DET
agb-217	251	74	first	first	ADJ
agb-217	251	75	infested	infested	ADJ
agb-217	251	76	field	field	NOUN
agb-217	251	77	and	and	CCONJ
agb-217	251	78	other	other	ADJ
agb-217	251	79	fields	field	NOUN
agb-217	251	80	in	in	ADP
agb-217	251	81	the	the	DET
agb-217	251	82	region	region	NOUN
agb-217	251	83	-1.936	-1.936	NUM
agb-217	251	84	1.939	1.939	NUM
agb-217	251	85	0.144	0.144	NUM
agb-217	251	86	0.126	0.126	NUM
agb-217	251	87	distance	distance	NOUN
agb-217	251	88	between	between	ADP
agb-217	251	89	temporally	temporally	ADV
agb-217	251	90	consecutive	consecutive	ADJ
agb-217	251	91	infested	infested	ADJ
agb-217	251	92	fields	field	NOUN
agb-217	251	93	0.398	0.398	NUM
agb-217	251	94	0.309	0.309	NUM
agb-217	251	95	1.489	1.489	NUM
agb-217	251	96	0.598	0.598	NUM
agb-217	251	97	weather	weather	NOUN
agb-217	251	98	temperature	temperature	NOUN
agb-217	251	99	-0.696	-0.696	NOUN
agb-217	251	100	*	*	NOUN
agb-217	251	101	0.419	0.419	NUM
agb-217	251	102	0.499	0.499	NUM
agb-217	251	103	0.333	0.333	NUM
agb-217	251	104	precipitation	precipitation	NOUN
agb-217	251	105	-10.570	-10.570	NOUN
agb-217	251	106	*	*	NOUN
agb-217	251	107	*	*	NOUN
agb-217	251	108	4.503	4.503	NUM
agb-217	251	109	0.000	0.000	NUM
agb-217	251	110	0.000	0.000	NUM
agb-217	251	111	wind	wind	NOUN
agb-217	251	112	direction	direction	NOUN
agb-217	251	113	-0.129	-0.129	PUNCT
agb-217	251	114	*	*	NOUN
agb-217	251	115	0.070	0.070	NUM
agb-217	251	116	0.879	0.879	NUM
agb-217	251	117	0.468	0.468	NUM
agb-217	251	118	sugarcane	sugarcane	NOUN
agb-217	251	119	aphid	aphid	NOUN
agb-217	251	120	population	population	NOUN
agb-217	251	121	characteristics	characteristics	PROPN
agb-217	251	122	total	total	ADJ
agb-217	251	123	sca	sca	PROPN
agb-217	251	124	population	population	NOUN
agb-217	251	125	-0.039	-0.039	PUNCT
agb-217	251	126	*	*	NOUN
agb-217	251	127	0.013	0.013	NUM
agb-217	251	128	0.962	0.962	NUM
agb-217	251	129	0.490	0.490	NUM
agb-217	251	130	winged	wing	VERB
agb-217	251	131	sca	sca	PROPN
agb-217	251	132	ratio	ratio	NOUN
agb-217	251	133	-4.186	-4.186	PUNCT
agb-217	251	134	5.077	5.077	NUM
agb-217	251	135	0.015	0.015	NUM
agb-217	251	136	0.015	0.015	NUM
agb-217	251	137	likelihood	likelihood	NOUN
agb-217	251	138	ratio	ratio	NOUN
agb-217	251	139	75.62	75.62	NUM
agb-217	251	140	*	*	PUNCT
agb-217	251	141	*	*	PUNCT
agb-217	251	142	*	*	PUNCT
agb-217	251	143	wald	wald	PROPN
agb-217	251	144	χ2	χ2	PROPN
agb-217	251	145	117.83	117.83	NUM
agb-217	251	146	*	*	PUNCT
agb-217	251	147	*	*	PUNCT
agb-217	251	148	*	*	PUNCT
agb-217	251	149	likelihood	likelihood	NOUN
agb-217	251	150	66.57	66.57	NUM
agb-217	251	151	aic	aic	PROPN
agb-217	251	152	88.58	88.58	NUM
agb-217	251	153	sbc	sbc	NOUN
agb-217	251	154	105.69	105.69	NUM
agb-217	251	155	note	note	NOUN
agb-217	251	156	.	.	PUNCT
agb-217	252	1	*	*	PUNCT
agb-217	252	2	*	*	PUNCT
agb-217	252	3	*	*	PUNCT
agb-217	252	4	significant	significant	ADJ
agb-217	252	5	difference	difference	NOUN
agb-217	252	6	at	at	ADP
agb-217	252	7	the	the	DET
agb-217	252	8	.01	.01	NUM
agb-217	252	9	level	level	NOUN
agb-217	252	10	;	;	PUNCT
agb-217	252	11	*	*	PUNCT
agb-217	252	12	*	*	PUNCT
agb-217	252	13	significant	significant	ADJ
agb-217	252	14	difference	difference	NOUN
agb-217	252	15	at	at	ADP
agb-217	252	16	the	the	DET
agb-217	252	17	.05	.05	NUM
agb-217	252	18	level	level	NOUN
agb-217	252	19	;	;	PUNCT
agb-217	252	20	*	*	PUNCT
agb-217	252	21	significant	significant	ADJ
agb-217	252	22	difference	difference	NOUN
agb-217	252	23	at	at	ADP
agb-217	252	24	the	the	DET
agb-217	252	25	.10	.10	NUM
agb-217	252	26	level	level	NOUN
agb-217	252	27	temperature	temperature	NOUN
agb-217	252	28	,	,	PUNCT
agb-217	252	29	precipitation	precipitation	NOUN
agb-217	252	30	,	,	PUNCT
agb-217	252	31	and	and	CCONJ
agb-217	252	32	wind	wind	NOUN
agb-217	252	33	direction	direction	NOUN
agb-217	252	34	affect	affect	VERB
agb-217	252	35	the	the	DET
agb-217	252	36	hazard	hazard	NOUN
agb-217	252	37	of	of	ADP
agb-217	252	38	infestation	infestation	NOUN
agb-217	252	39	at	at	ADP
agb-217	252	40	the	the	DET
agb-217	252	41	10	10	NUM
agb-217	252	42	%	%	NOUN
agb-217	252	43	level	level	NOUN
agb-217	252	44	of	of	ADP
agb-217	252	45	significance	significance	NOUN
agb-217	252	46	,	,	PUNCT
agb-217	252	47	respectively	respectively	ADV
agb-217	252	48	(	(	PUNCT
agb-217	252	49	table	table	NOUN
agb-217	252	50	3	3	NUM
agb-217	252	51	)	)	PUNCT
agb-217	252	52	.	.	PUNCT
agb-217	253	1	an	an	DET
agb-217	253	2	increase	increase	NOUN
agb-217	253	3	in	in	ADP
agb-217	253	4	temperature	temperature	NOUN
agb-217	253	5	is	be	AUX
agb-217	253	6	associated	associate	VERB
agb-217	253	7	with	with	ADP
agb-217	253	8	a	a	DET
agb-217	253	9	decrease	decrease	NOUN
agb-217	253	10	in	in	ADP
agb-217	253	11	the	the	DET
agb-217	253	12	likelihood	likelihood	NOUN
agb-217	253	13	of	of	ADP
agb-217	253	14	sca	sca	PROPN
agb-217	253	15	infestation	infestation	NOUN
agb-217	253	16	.	.	PUNCT
agb-217	254	1	for	for	ADP
agb-217	254	2	a	a	DET
agb-217	254	3	1	1	NUM
agb-217	254	4	°	°	NOUN
agb-217	254	5	c	c	NOUN
agb-217	254	6	increase	increase	NOUN
agb-217	254	7	in	in	ADP
agb-217	254	8	temperature	temperature	NOUN
agb-217	254	9	,	,	PUNCT
agb-217	254	10	the	the	DET
agb-217	254	11	infestation	infestation	NOUN
agb-217	254	12	hazard	hazard	NOUN
agb-217	254	13	decreases	decrease	VERB
agb-217	254	14	by	by	ADP
agb-217	254	15	50.1	50.1	NUM
agb-217	254	16	%	%	NOUN
agb-217	254	17	(=	(=	NOUN
agb-217	254	18	100	100	NUM
agb-217	254	19	×	×	NOUN
agb-217	254	20	[	[	X
agb-217	254	21	exp	exp	X
agb-217	254	22	(	(	PUNCT
agb-217	254	23	0.696	0.696	NUM
agb-217	254	24	)	)	PUNCT
agb-217	254	25	–	–	PUNCT
agb-217	254	26	1	1	NUM
agb-217	254	27	]	]	PUNCT
agb-217	254	28	)	)	PUNCT
agb-217	254	29	.	.	PUNCT
agb-217	255	1	this	this	DET
agb-217	255	2	result	result	NOUN
agb-217	255	3	is	be	AUX
agb-217	255	4	consistent	consistent	ADJ
agb-217	255	5	with	with	ADP
agb-217	255	6	the	the	DET
agb-217	255	7	expected	expect	VERB
agb-217	255	8	sign	sign	NOUN
agb-217	255	9	of	of	ADP
agb-217	255	10	this	this	DET
agb-217	255	11	variable	variable	NOUN
agb-217	255	12	.	.	PUNCT
agb-217	256	1	the	the	DET
agb-217	256	2	temperature	temperature	NOUN
agb-217	256	3	range	range	NOUN
agb-217	256	4	over	over	ADP
agb-217	256	5	the	the	DET
agb-217	256	6	study	study	NOUN
agb-217	256	7	period	period	NOUN
agb-217	256	8	was	be	AUX
agb-217	256	9	18	18	NUM
agb-217	256	10	to	to	PART
agb-217	256	11	27	27	NUM
agb-217	256	12	°	°	NOUN
agb-217	256	13	c	c	NOUN
agb-217	256	14	,	,	PUNCT
agb-217	256	15	and	and	CCONJ
agb-217	256	16	the	the	DET
agb-217	256	17	median	median	ADJ
agb-217	256	18	temperature	temperature	NOUN
agb-217	256	19	was	be	AUX
agb-217	256	20	24	24	NUM
agb-217	256	21	°	°	NOUN
agb-217	256	22	c	c	NOUN
agb-217	256	23	,	,	PUNCT
agb-217	256	24	all	all	PRON
agb-217	256	25	of	of	ADP
agb-217	256	26	which	which	PRON
agb-217	256	27	are	be	AUX
agb-217	256	28	favorable	favorable	ADJ
agb-217	256	29	temperatures	temperature	NOUN
agb-217	256	30	for	for	ADP
agb-217	256	31	sca	sca	PROPN
agb-217	256	32	reproduction	reproduction	NOUN
agb-217	256	33	.	.	PUNCT
agb-217	257	1	studies	study	NOUN
agb-217	257	2	on	on	ADP
agb-217	257	3	sca	sca	PROPN
agb-217	257	4	fertility	fertility	NOUN
agb-217	257	5	and	and	CCONJ
agb-217	257	6	longevity	longevity	NOUN
agb-217	257	7	indicate	indicate	VERB
agb-217	257	8	that	that	SCONJ
agb-217	257	9	populations	population	NOUN
agb-217	257	10	decrease	decrease	VERB
agb-217	257	11	outside	outside	ADP
agb-217	257	12	the	the	DET
agb-217	257	13	temperature	temperature	NOUN
agb-217	257	14	range	range	NOUN
agb-217	257	15	of	of	ADP
agb-217	257	16	10	10	NUM
agb-217	257	17	to	to	PART
agb-217	257	18	30	30	NUM
agb-217	257	19	°	°	NOUN
agb-217	257	20	c	c	X
agb-217	257	21	(	(	PUNCT
agb-217	257	22	de	de	X
agb-217	257	23	souza	souza	PROPN
agb-217	257	24	et	et	PROPN
agb-217	257	25	al	al	PROPN
agb-217	257	26	.	.	PROPN
agb-217	257	27	,	,	PUNCT
agb-217	257	28	2019	2019	NUM
agb-217	257	29	)	)	PUNCT
agb-217	257	30	.	.	PUNCT
agb-217	258	1	the	the	DET
agb-217	258	2	probability	probability	NOUN
agb-217	258	3	of	of	ADP
agb-217	258	4	infestation	infestation	NOUN
agb-217	258	5	for	for	ADP
agb-217	258	6	the	the	DET
agb-217	258	7	temperature	temperature	NOUN
agb-217	258	8	covariate	covariate	NOUN
agb-217	258	9	was	be	AUX
agb-217	258	10	0.33	0.33	NUM
agb-217	258	11	(=	(=	NOUN
agb-217	258	12	odds	odd	NOUN
agb-217	258	13	ratio	ratio	NOUN
agb-217	258	14	of	of	ADP
agb-217	258	15	𝑡𝑎/	𝑡𝑎/	VERB
agb-217	258	16	(	(	PUNCT
agb-217	258	17	1	1	NUM
agb-217	258	18	+	+	NUM
agb-217	258	19	odds	odd	NOUN
agb-217	258	20	ratio	ratio	NOUN
agb-217	258	21	of	of	ADP
agb-217	258	22	𝑡𝑎	𝑡𝑎	NOUN
agb-217	258	23	)	)	PUNCT
agb-217	258	24	.	.	PUNCT
agb-217	259	1	an	an	DET
agb-217	259	2	increase	increase	NOUN
agb-217	259	3	in	in	ADP
agb-217	259	4	precipitation	precipitation	NOUN
agb-217	259	5	reduces	reduce	VERB
agb-217	259	6	the	the	DET
agb-217	259	7	probability	probability	NOUN
agb-217	259	8	of	of	ADP
agb-217	259	9	sca	sca	PROPN
agb-217	259	10	infestation	infestation	NOUN
agb-217	259	11	.	.	PUNCT
agb-217	260	1	agbioforum	agbioforum	NOUN
agb-217	260	2	,	,	PUNCT
agb-217	260	3	25(1	25(1	NUM
agb-217	260	4	)	)	PUNCT
agb-217	260	5	,	,	PUNCT
agb-217	260	6	2023	2023	NUM
agb-217	260	7	|	|	NOUN
agb-217	260	8	125	125	NUM
agb-217	260	9	lee	lee	PROPN
agb-217	260	10	,	,	PUNCT
agb-217	260	11	vitale	vitale	PROPN
agb-217	260	12	,	,	PUNCT
agb-217	260	13	lambert	lambert	PROPN
agb-217	260	14	—	—	PUNCT
agb-217	260	15	weather	weather	NOUN
agb-217	260	16	and	and	CCONJ
agb-217	260	17	geographic	geographic	ADJ
agb-217	260	18	effects	effect	NOUN
agb-217	260	19	on	on	ADP
agb-217	260	20	sugarcane	sugarcane	NOUN
agb-217	260	21	aphid	aphid	NOUN
agb-217	260	22	migration	migration	NOUN
agb-217	260	23	a	a	DET
agb-217	260	24	1	1	NUM
agb-217	260	25	-	-	PUNCT
agb-217	260	26	mm	mm	NOUN
agb-217	260	27	increase	increase	NOUN
agb-217	260	28	in	in	ADP
agb-217	260	29	precipitation	precipitation	NOUN
agb-217	260	30	reduces	reduce	VERB
agb-217	260	31	the	the	DET
agb-217	260	32	hazard	hazard	NOUN
agb-217	260	33	of	of	ADP
agb-217	260	34	infestation	infestation	NOUN
agb-217	260	35	by	by	ADP
agb-217	260	36	99.99	99.99	NUM
agb-217	260	37	%	%	NOUN
agb-217	260	38	.	.	PUNCT
agb-217	261	1	this	this	DET
agb-217	261	2	finding	finding	NOUN
agb-217	261	3	suggests	suggest	VERB
agb-217	261	4	precipitation	precipitation	NOUN
agb-217	261	5	reduces	reduce	VERB
agb-217	261	6	the	the	DET
agb-217	261	7	hazard	hazard	NOUN
agb-217	261	8	of	of	ADP
agb-217	261	9	infestation	infestation	NOUN
agb-217	261	10	due	due	ADJ
agb-217	261	11	caused	cause	VERB
agb-217	261	12	by	by	ADP
agb-217	261	13	rain	rain	NOUN
agb-217	261	14	.	.	PUNCT
agb-217	262	1	the	the	DET
agb-217	262	2	more	more	ADV
agb-217	262	3	frequently	frequently	ADV
agb-217	262	4	wind	wind	NOUN
agb-217	262	5	direction	direction	NOUN
agb-217	262	6	changed	change	VERB
agb-217	262	7	from	from	ADP
agb-217	262	8	northeast	northeast	ADV
agb-217	262	9	to	to	ADP
agb-217	262	10	northwest	northwest	NOUN
agb-217	262	11	(	(	PUNCT
agb-217	262	12	0	0	NUM
agb-217	262	13	degrees	degree	NOUN
agb-217	262	14	,	,	PUNCT
agb-217	262	15	then	then	ADV
agb-217	262	16	to	to	ADP
agb-217	262	17	the	the	DET
agb-217	262	18	east	east	NOUN
agb-217	262	19	at	at	ADP
agb-217	262	20	90	90	NUM
agb-217	262	21	degrees	degree	NOUN
agb-217	262	22	)	)	PUNCT
agb-217	262	23	,	,	PUNCT
agb-217	262	24	the	the	DET
agb-217	262	25	lower	low	ADJ
agb-217	262	26	was	be	AUX
agb-217	262	27	the	the	DET
agb-217	262	28	infestation	infestation	NOUN
agb-217	262	29	hazard	hazard	NOUN
agb-217	262	30	.	.	PUNCT
agb-217	263	1	a	a	DET
agb-217	263	2	1	1	NUM
agb-217	263	3	-	-	PUNCT
agb-217	263	4	degree	degree	NOUN
agb-217	263	5	change	change	NOUN
agb-217	263	6	in	in	ADP
agb-217	263	7	wind	wind	NOUN
agb-217	263	8	direction	direction	NOUN
agb-217	263	9	decreased	decrease	VERB
agb-217	263	10	the	the	DET
agb-217	263	11	infestation	infestation	NOUN
agb-217	263	12	hazard	hazard	NOUN
agb-217	263	13	by	by	ADP
agb-217	263	14	12.1	12.1	NUM
agb-217	263	15	%	%	NOUN
agb-217	263	16	.	.	PUNCT
agb-217	264	1	the	the	DET
agb-217	264	2	infestation	infestation	NOUN
agb-217	264	3	probability	probability	NOUN
agb-217	264	4	for	for	ADP
agb-217	264	5	the	the	DET
agb-217	264	6	wind	wind	NOUN
agb-217	264	7	direction	direction	NOUN
agb-217	264	8	covariate	covariate	NOUN
agb-217	264	9	was	be	AUX
agb-217	264	10	0.468	0.468	NUM
agb-217	264	11	.	.	PUNCT
agb-217	265	1	total	total	ADJ
agb-217	265	2	sca	sca	PROPN
agb-217	265	3	populations	population	NOUN
agb-217	265	4	were	be	AUX
agb-217	265	5	uncorrelated	uncorrelate	VERB
agb-217	265	6	with	with	ADP
agb-217	265	7	the	the	DET
agb-217	265	8	hazard	hazard	NOUN
agb-217	265	9	of	of	ADP
agb-217	265	10	infestation	infestation	NOUN
agb-217	265	11	,	,	PUNCT
agb-217	265	12	but	but	CCONJ
agb-217	265	13	the	the	DET
agb-217	265	14	proportion	proportion	NOUN
agb-217	265	15	of	of	ADP
agb-217	265	16	winged	winged	ADJ
agb-217	265	17	sca	sca	PROPN
agb-217	265	18	in	in	ADP
agb-217	265	19	the	the	DET
agb-217	265	20	most	most	ADV
agb-217	265	21	recent	recent	ADJ
agb-217	265	22	field	field	NOUN
agb-217	265	23	was	be	AUX
agb-217	265	24	negatively	negatively	ADV
agb-217	265	25	associated	associate	VERB
agb-217	265	26	with	with	ADP
agb-217	265	27	the	the	DET
agb-217	265	28	likelihood	likelihood	NOUN
agb-217	265	29	of	of	ADP
agb-217	265	30	infestation	infestation	NOUN
agb-217	265	31	.	.	PUNCT
agb-217	266	1	these	these	DET
agb-217	266	2	findings	finding	NOUN
agb-217	266	3	differ	differ	VERB
agb-217	266	4	from	from	ADP
agb-217	266	5	the	the	DET
agb-217	266	6	a	a	DET
agb-217	266	7	priori	priori	ADJ
agb-217	266	8	expectations	expectation	NOUN
agb-217	266	9	,	,	PUNCT
agb-217	266	10	but	but	CCONJ
agb-217	266	11	are	be	AUX
agb-217	266	12	consistent	consistent	ADJ
agb-217	266	13	with	with	ADP
agb-217	266	14	the	the	DET
agb-217	266	15	notion	notion	NOUN
agb-217	266	16	that	that	SCONJ
agb-217	266	17	sca	sca	PROPN
agb-217	266	18	transmission	transmission	NOUN
agb-217	266	19	occurs	occur	VERB
agb-217	266	20	over	over	ADP
agb-217	266	21	longer	long	ADJ
agb-217	266	22	distances	distance	NOUN
agb-217	266	23	,	,	PUNCT
agb-217	266	24	given	give	VERB
agb-217	266	25	favorable	favorable	ADJ
agb-217	266	26	weather	weather	NOUN
agb-217	266	27	conditions	condition	NOUN
agb-217	266	28	.	.	PUNCT
agb-217	267	1	5	5	X
agb-217	267	2	.	.	X
agb-217	267	3	conclusions	conclusion	NOUN
agb-217	267	4	the	the	DET
agb-217	267	5	purpose	purpose	NOUN
agb-217	267	6	of	of	ADP
agb-217	267	7	this	this	DET
agb-217	267	8	study	study	NOUN
agb-217	267	9	was	be	AUX
agb-217	267	10	to	to	PART
agb-217	267	11	measure	measure	VERB
agb-217	267	12	the	the	DET
agb-217	267	13	effects	effect	NOUN
agb-217	267	14	of	of	ADP
agb-217	267	15	weather	weather	NOUN
agb-217	267	16	,	,	PUNCT
agb-217	267	17	geographic	geographic	ADJ
agb-217	267	18	,	,	PUNCT
agb-217	267	19	and	and	CCONJ
agb-217	267	20	biological	biological	ADJ
agb-217	267	21	characteristics	characteristic	NOUN
agb-217	267	22	of	of	ADP
agb-217	267	23	sca	sca	PROPN
agb-217	267	24	on	on	ADP
agb-217	267	25	the	the	DET
agb-217	267	26	infestation	infestation	NOUN
agb-217	267	27	of	of	ADP
agb-217	267	28	sorghum	sorghum	NOUN
agb-217	267	29	fields	field	NOUN
agb-217	267	30	in	in	ADP
agb-217	267	31	oklahoma	oklahoma	PROPN
agb-217	267	32	.	.	PUNCT
agb-217	268	1	this	this	PRON
agb-217	268	2	is	be	AUX
agb-217	268	3	the	the	DET
agb-217	268	4	first	first	ADJ
agb-217	268	5	study	study	NOUN
agb-217	268	6	to	to	PART
agb-217	268	7	evaluate	evaluate	VERB
agb-217	268	8	the	the	DET
agb-217	268	9	effects	effect	NOUN
agb-217	268	10	of	of	ADP
agb-217	268	11	field	field	NOUN
agb-217	268	12	proximity	proximity	NOUN
agb-217	268	13	,	,	PUNCT
agb-217	268	14	weather	weather	NOUN
agb-217	268	15	,	,	PUNCT
agb-217	268	16	and	and	CCONJ
agb-217	268	17	sca	sca	PROPN
agb-217	268	18	biology	biology	NOUN
agb-217	268	19	on	on	ADP
agb-217	268	20	infestation	infestation	NOUN
agb-217	268	21	at	at	ADP
agb-217	268	22	the	the	DET
agb-217	268	23	field	field	NOUN
agb-217	268	24	level	level	NOUN
agb-217	268	25	for	for	ADP
agb-217	268	26	southern	southern	ADJ
agb-217	268	27	great	great	ADJ
agb-217	268	28	plains	plain	NOUN
agb-217	268	29	sorghum	sorghum	NOUN
agb-217	268	30	producers	producer	NOUN
agb-217	268	31	.	.	PUNCT
agb-217	269	1	temperature	temperature	NOUN
agb-217	269	2	,	,	PUNCT
agb-217	269	3	precipitation	precipitation	NOUN
agb-217	269	4	,	,	PUNCT
agb-217	269	5	and	and	CCONJ
agb-217	269	6	wind	wind	NOUN
agb-217	269	7	direction	direction	NOUN
agb-217	269	8	were	be	AUX
agb-217	269	9	hypothesized	hypothesize	VERB
agb-217	269	10	to	to	PART
agb-217	269	11	be	be	AUX
agb-217	269	12	closely	closely	ADV
agb-217	269	13	related	relate	VERB
agb-217	269	14	to	to	ADP
agb-217	269	15	the	the	DET
agb-217	269	16	survival	survival	NOUN
agb-217	269	17	and	and	CCONJ
agb-217	269	18	migration	migration	NOUN
agb-217	269	19	of	of	ADP
agb-217	269	20	sca	sca	PROPN
agb-217	269	21	.	.	PUNCT
agb-217	270	1	geographical	geographical	ADJ
agb-217	270	2	characteristics	characteristic	NOUN
agb-217	270	3	used	use	VERB
agb-217	270	4	in	in	ADP
agb-217	270	5	this	this	DET
agb-217	270	6	study	study	NOUN
agb-217	270	7	include	include	VERB
agb-217	270	8	between	between	ADP
agb-217	270	9	-	-	PUNCT
agb-217	270	10	field	field	NOUN
agb-217	270	11	distance	distance	NOUN
agb-217	270	12	and	and	CCONJ
agb-217	270	13	locational	locational	ADJ
agb-217	270	14	information	information	NOUN
agb-217	270	15	.	.	PUNCT
agb-217	271	1	geographical	geographical	ADJ
agb-217	271	2	characteristics	characteristic	NOUN
agb-217	271	3	were	be	AUX
agb-217	271	4	uncorrelated	uncorrelate	VERB
agb-217	271	5	with	with	ADP
agb-217	271	6	sca	sca	PROPN
agb-217	271	7	survival	survival	NOUN
agb-217	271	8	and	and	CCONJ
agb-217	271	9	migration	migration	NOUN
agb-217	271	10	.	.	PUNCT
agb-217	272	1	total	total	ADJ
agb-217	272	2	sca	sca	PROPN
agb-217	272	3	population	population	NOUN
agb-217	272	4	per	per	ADP
agb-217	272	5	plant	plant	NOUN
agb-217	272	6	was	be	AUX
agb-217	272	7	correlated	correlate	VERB
agb-217	272	8	with	with	ADP
agb-217	272	9	the	the	DET
agb-217	272	10	migration	migration	NOUN
agb-217	272	11	of	of	ADP
agb-217	272	12	sca	sca	NOUN
agb-217	272	13	and	and	CCONJ
agb-217	272	14	field	field	NOUN
agb-217	272	15	infestation	infestation	NOUN
agb-217	272	16	.	.	PUNCT
agb-217	273	1	infestation	infestation	NOUN
agb-217	273	2	likelihood	likelihood	NOUN
agb-217	273	3	curves	curve	NOUN
agb-217	273	4	suggest	suggest	VERB
agb-217	273	5	there	there	PRON
agb-217	273	6	is	be	VERB
agb-217	273	7	a	a	DET
agb-217	273	8	difference	difference	NOUN
agb-217	273	9	in	in	ADP
agb-217	273	10	the	the	DET
agb-217	273	11	infestation	infestation	NOUN
agb-217	273	12	probability	probability	NOUN
agb-217	273	13	between	between	ADP
agb-217	273	14	the	the	DET
agb-217	273	15	highand	highand	ADJ
agb-217	273	16	lowdensity	lowdensity	NOUN
agb-217	273	17	wing	wing	NOUN
agb-217	273	18	/	/	SYM
agb-217	273	19	un	un	ADJ
agb-217	273	20	-	-	ADJ
agb-217	273	21	winged	wing	VERB
agb-217	273	22	sca	sca	PROPN
agb-217	273	23	groups	group	NOUN
agb-217	273	24	.	.	PUNCT
agb-217	274	1	the	the	PRON
agb-217	274	2	larger	large	ADJ
agb-217	274	3	the	the	DET
agb-217	274	4	ratio	ratio	NOUN
agb-217	274	5	of	of	ADP
agb-217	274	6	winged	wing	VERB
agb-217	274	7	to	to	ADP
agb-217	274	8	un	un	VERB
agb-217	274	9	-	-	ADJ
agb-217	274	10	winged	winged	ADJ
agb-217	274	11	sca	sca	NOUN
agb-217	274	12	,	,	PUNCT
agb-217	274	13	the	the	PRON
agb-217	274	14	more	more	ADV
agb-217	274	15	likely	likely	ADJ
agb-217	274	16	their	their	PRON
agb-217	274	17	movement	movement	NOUN
agb-217	274	18	to	to	ADP
agb-217	274	19	other	other	ADJ
agb-217	274	20	sorghum	sorghum	NOUN
agb-217	274	21	fields	field	NOUN
agb-217	274	22	.	.	PUNCT
agb-217	275	1	temperature	temperature	NOUN
agb-217	275	2	,	,	PUNCT
agb-217	275	3	precipitation	precipitation	NOUN
agb-217	275	4	,	,	PUNCT
agb-217	275	5	and	and	CCONJ
agb-217	275	6	wind	wind	NOUN
agb-217	275	7	direction	direction	NOUN
agb-217	275	8	were	be	AUX
agb-217	275	9	negatively	negatively	ADV
agb-217	275	10	correlated	correlate	VERB
agb-217	275	11	with	with	ADP
agb-217	275	12	sca	sca	PROPN
agb-217	275	13	infestation	infestation	NOUN
agb-217	275	14	hazards	hazard	NOUN
agb-217	275	15	.	.	PUNCT
agb-217	276	1	a	a	DET
agb-217	276	2	decrease	decrease	NOUN
agb-217	276	3	in	in	ADP
agb-217	276	4	the	the	DET
agb-217	276	5	likelihood	likelihood	NOUN
agb-217	276	6	of	of	ADP
agb-217	276	7	infestation	infestation	NOUN
agb-217	276	8	due	due	ADP
agb-217	276	9	to	to	ADP
agb-217	276	10	an	an	DET
agb-217	276	11	increase	increase	NOUN
agb-217	276	12	in	in	ADP
agb-217	276	13	precipitation	precipitation	NOUN
agb-217	276	14	was	be	AUX
agb-217	276	15	associated	associate	VERB
agb-217	276	16	with	with	ADP
agb-217	276	17	a	a	DET
agb-217	276	18	decrease	decrease	NOUN
agb-217	276	19	in	in	ADP
agb-217	276	20	the	the	DET
agb-217	276	21	likelihood	likelihood	NOUN
agb-217	276	22	of	of	ADP
agb-217	276	23	a	a	DET
agb-217	276	24	field	field	NOUN
agb-217	276	25	becoming	becoming	AUX
agb-217	276	26	infested	infest	VERB
agb-217	276	27	.	.	PUNCT
agb-217	277	1	infestation	infestation	NOUN
agb-217	277	2	hazards	hazard	NOUN
agb-217	277	3	are	be	AUX
agb-217	277	4	lower	low	ADJ
agb-217	277	5	when	when	SCONJ
agb-217	277	6	prevailing	prevailing	ADJ
agb-217	277	7	winds	wind	NOUN
agb-217	277	8	change	change	VERB
agb-217	277	9	from	from	ADP
agb-217	277	10	northeast	northeast	ADV
agb-217	277	11	to	to	ADP
agb-217	277	12	northwest	northwest	NOUN
agb-217	277	13	.	.	PUNCT
agb-217	278	1	as	as	SCONJ
agb-217	278	2	mentioned	mention	VERB
agb-217	278	3	in	in	ADP
agb-217	278	4	previous	previous	ADJ
agb-217	278	5	studies	study	NOUN
agb-217	278	6	on	on	ADP
agb-217	278	7	pest	pest	NOUN
agb-217	278	8	infestation	infestation	NOUN
agb-217	278	9	prediction	prediction	NOUN
agb-217	278	10	modeling	modeling	NOUN
agb-217	278	11	,	,	PUNCT
agb-217	278	12	weather	weather	NOUN
agb-217	278	13	is	be	AUX
agb-217	278	14	an	an	DET
agb-217	278	15	important	important	ADJ
agb-217	278	16	determinant	determinant	NOUN
agb-217	278	17	of	of	ADP
agb-217	278	18	infestation	infestation	NOUN
agb-217	278	19	hazard	hazard	NOUN
agb-217	278	20	.	.	PUNCT
agb-217	279	1	however	however	ADV
agb-217	279	2	,	,	PUNCT
agb-217	279	3	field	field	NOUN
agb-217	279	4	location	location	NOUN
agb-217	279	5	and	and	CCONJ
agb-217	279	6	the	the	DET
agb-217	279	7	distance	distance	NOUN
agb-217	279	8	between	between	ADP
agb-217	279	9	fields	field	NOUN
agb-217	279	10	was	be	AUX
agb-217	279	11	not	not	PART
agb-217	279	12	a	a	DET
agb-217	279	13	significant	significant	ADJ
agb-217	279	14	factor	factor	NOUN
agb-217	279	15	in	in	ADP
agb-217	279	16	the	the	DET
agb-217	279	17	present	present	ADJ
agb-217	279	18	study	study	NOUN
agb-217	279	19	.	.	PUNCT
agb-217	280	1	studies	study	NOUN
agb-217	280	2	on	on	ADP
agb-217	280	3	pests	pest	NOUN
agb-217	280	4	and	and	CCONJ
agb-217	280	5	disease	disease	NOUN
agb-217	280	6	management	management	NOUN
agb-217	280	7	strategies	strategy	NOUN
agb-217	280	8	suggest	suggest	VERB
agb-217	280	9	the	the	DET
agb-217	280	10	need	need	NOUN
agb-217	280	11	for	for	ADP
agb-217	280	12	prediction	prediction	NOUN
agb-217	280	13	models	model	NOUN
agb-217	280	14	based	base	VERB
agb-217	280	15	on	on	ADP
agb-217	280	16	weather	weather	NOUN
agb-217	280	17	and	and	CCONJ
agb-217	280	18	climate	climate	NOUN
agb-217	280	19	(	(	PUNCT
agb-217	280	20	bhagwan	bhagwan	PROPN
agb-217	280	21	et	et	PROPN
agb-217	280	22	al	al	PROPN
agb-217	280	23	.	.	PROPN
agb-217	280	24	,	,	PUNCT
agb-217	280	25	2022	2022	NUM
agb-217	280	26	;	;	PUNCT
agb-217	280	27	marini	marini	X
agb-217	280	28	,	,	PUNCT
agb-217	280	29	rizzoli	rizzoli	NOUN
agb-217	280	30	,	,	PUNCT
agb-217	280	31	&	&	CCONJ
agb-217	280	32	tagliapietra	tagliapietra	NOUN
agb-217	280	33	,	,	PUNCT
agb-217	280	34	2022	2022	NUM
agb-217	280	35	)	)	PUNCT
agb-217	280	36	.	.	PUNCT
agb-217	281	1	the	the	DET
agb-217	281	2	results	result	NOUN
agb-217	281	3	of	of	ADP
agb-217	281	4	this	this	DET
agb-217	281	5	study	study	NOUN
agb-217	281	6	reaffirm	reaffirm	VERB
agb-217	281	7	the	the	DET
agb-217	281	8	value	value	NOUN
agb-217	281	9	of	of	ADP
agb-217	281	10	including	include	VERB
agb-217	281	11	weather	weather	NOUN
agb-217	281	12	data	datum	NOUN
agb-217	281	13	on	on	ADP
agb-217	281	14	temperature	temperature	NOUN
agb-217	281	15	,	,	PUNCT
agb-217	281	16	precipitation	precipitation	NOUN
agb-217	281	17	,	,	PUNCT
agb-217	281	18	and	and	CCONJ
agb-217	281	19	wind	wind	NOUN
agb-217	281	20	direction	direction	NOUN
agb-217	281	21	to	to	PART
agb-217	281	22	predict	predict	VERB
agb-217	281	23	the	the	DET
agb-217	281	24	movement	movement	NOUN
agb-217	281	25	of	of	ADP
agb-217	281	26	sca	sca	PROPN
agb-217	281	27	.	.	PUNCT
agb-217	281	28	brown	brown	PROPN
agb-217	281	29	et	et	PROPN
agb-217	281	30	al	al	PROPN
agb-217	281	31	.	.	PROPN
agb-217	282	1	(	(	PUNCT
agb-217	282	2	2022	2022	NUM
agb-217	282	3	)	)	PUNCT
agb-217	282	4	notes	note	VERB
agb-217	282	5	that	that	SCONJ
agb-217	282	6	the	the	DET
agb-217	282	7	use	use	NOUN
agb-217	282	8	of	of	ADP
agb-217	282	9	geospatial	geospatial	ADJ
agb-217	282	10	data	datum	NOUN
agb-217	282	11	in	in	ADP
agb-217	282	12	early	early	ADJ
agb-217	282	13	warning	warning	NOUN
agb-217	282	14	systems	system	NOUN
agb-217	282	15	for	for	ADP
agb-217	282	16	pest	pest	NOUN
agb-217	282	17	and	and	CCONJ
agb-217	282	18	disease	disease	NOUN
agb-217	282	19	risk	risk	NOUN
agb-217	282	20	can	can	AUX
agb-217	282	21	be	be	AUX
agb-217	282	22	used	use	VERB
agb-217	282	23	to	to	PART
agb-217	282	24	estimate	estimate	VERB
agb-217	282	25	potential	potential	ADJ
agb-217	282	26	risks	risk	NOUN
agb-217	282	27	.	.	PUNCT
agb-217	283	1	findings	finding	NOUN
agb-217	283	2	from	from	ADP
agb-217	283	3	this	this	DET
agb-217	283	4	study	study	NOUN
agb-217	283	5	suggest	suggest	VERB
agb-217	283	6	that	that	SCONJ
agb-217	283	7	geospatial	geospatial	ADJ
agb-217	283	8	data	datum	NOUN
agb-217	283	9	(	(	PUNCT
agb-217	283	10	field	field	NOUN
agb-217	283	11	regions	region	NOUN
agb-217	283	12	and	and	CCONJ
agb-217	283	13	distances	distance	NOUN
agb-217	283	14	between	between	ADP
agb-217	283	15	fields	field	NOUN
agb-217	283	16	)	)	PUNCT
agb-217	283	17	may	may	AUX
agb-217	283	18	not	not	PART
agb-217	283	19	be	be	AUX
agb-217	283	20	as	as	ADV
agb-217	283	21	important	important	ADJ
agb-217	283	22	as	as	ADP
agb-217	283	23	previously	previously	ADV
agb-217	283	24	suspected	suspect	VERB
agb-217	283	25	for	for	ADP
agb-217	283	26	the	the	DET
agb-217	283	27	infestation	infestation	NOUN
agb-217	283	28	of	of	ADP
agb-217	283	29	sorghum	sorghum	NOUN
agb-217	283	30	fields	field	NOUN
agb-217	283	31	.	.	PUNCT
agb-217	284	1	despite	despite	SCONJ
agb-217	284	2	the	the	DET
agb-217	284	3	limited	limited	ADJ
agb-217	284	4	number	number	NOUN
agb-217	284	5	of	of	ADP
agb-217	284	6	field	field	NOUN
agb-217	284	7	observations	observation	NOUN
agb-217	284	8	available	available	ADJ
agb-217	284	9	for	for	ADP
agb-217	284	10	the	the	DET
agb-217	284	11	analysis	analysis	NOUN
agb-217	284	12	,	,	PUNCT
agb-217	284	13	a	a	DET
agb-217	284	14	contribution	contribution	NOUN
agb-217	284	15	of	of	ADP
agb-217	284	16	this	this	DET
agb-217	284	17	study	study	NOUN
agb-217	284	18	is	be	AUX
agb-217	284	19	the	the	DET
agb-217	284	20	fieldlevel	fieldlevel	ADJ
agb-217	284	21	analysis	analysis	NOUN
agb-217	284	22	of	of	ADP
agb-217	284	23	sca	sca	PROPN
agb-217	284	24	infestation	infestation	NOUN
agb-217	284	25	of	of	ADP
agb-217	284	26	sorghum	sorghum	NOUN
agb-217	284	27	fields	field	NOUN
agb-217	284	28	.	.	PUNCT
agb-217	285	1	as	as	SCONJ
agb-217	285	2	mentioned	mention	VERB
agb-217	285	3	by	by	ADP
agb-217	285	4	previous	previous	ADJ
agb-217	285	5	studies	study	NOUN
agb-217	285	6	,	,	PUNCT
agb-217	285	7	depending	depend	VERB
agb-217	285	8	on	on	ADP
agb-217	285	9	data	datum	NOUN
agb-217	285	10	availability	availability	NOUN
agb-217	285	11	,	,	PUNCT
agb-217	285	12	it	it	PRON
agb-217	285	13	may	may	AUX
agb-217	285	14	be	be	AUX
agb-217	285	15	possible	possible	ADJ
agb-217	285	16	to	to	PART
agb-217	285	17	measure	measure	VERB
agb-217	285	18	the	the	DET
agb-217	285	19	influence	influence	NOUN
agb-217	285	20	of	of	ADP
agb-217	285	21	other	other	ADJ
agb-217	285	22	factors	factor	NOUN
agb-217	285	23	that	that	PRON
agb-217	285	24	affect	affect	VERB
agb-217	285	25	sca	sca	PROPN
agb-217	285	26	infestation	infestation	NOUN
agb-217	285	27	,	,	PUNCT
agb-217	285	28	such	such	ADJ
agb-217	285	29	as	as	ADP
agb-217	285	30	infestation	infestation	NOUN
agb-217	285	31	dynamics	dynamic	NOUN
agb-217	285	32	and	and	CCONJ
agb-217	285	33	food	food	NOUN
agb-217	285	34	density	density	NOUN
agb-217	285	35	.	.	PUNCT
agb-217	286	1	in	in	ADP
agb-217	286	2	addition	addition	NOUN
agb-217	286	3	,	,	PUNCT
agb-217	286	4	the	the	DET
agb-217	286	5	infestation	infestation	NOUN
agb-217	286	6	curve	curve	NOUN
agb-217	286	7	and	and	CCONJ
agb-217	286	8	phm	phm	PROPN
agb-217	286	9	results	result	NOUN
agb-217	286	10	provide	provide	VERB
agb-217	286	11	field	field	NOUN
agb-217	286	12	-	-	PUNCT
agb-217	286	13	level	level	NOUN
agb-217	286	14	information	information	NOUN
agb-217	286	15	about	about	ADP
agb-217	286	16	more	more	ADV
agb-217	286	17	detailed	detailed	ADJ
agb-217	286	18	infestation	infestation	NOUN
agb-217	286	19	hazard	hazard	NOUN
agb-217	286	20	.	.	PUNCT
agb-217	287	1	these	these	DET
agb-217	287	2	aids	aid	NOUN
agb-217	287	3	may	may	AUX
agb-217	287	4	improve	improve	VERB
agb-217	287	5	field	field	NOUN
agb-217	287	6	-	-	PUNCT
agb-217	287	7	level	level	NOUN
agb-217	287	8	decision	decision	NOUN
agb-217	287	9	making	make	VERB
agb-217	287	10	for	for	ADP
agb-217	287	11	pest	pest	VERB
agb-217	287	12	control	control	NOUN
agb-217	287	13	planning	planning	NOUN
agb-217	287	14	,	,	PUNCT
agb-217	287	15	such	such	ADJ
agb-217	287	16	as	as	ADP
agb-217	287	17	coordination	coordination	NOUN
agb-217	287	18	of	of	ADP
agb-217	287	19	pesticide	pesticide	NOUN
agb-217	287	20	use	use	NOUN
agb-217	287	21	and	and	CCONJ
agb-217	287	22	harvest	harvest	NOUN
agb-217	287	23	timing	timing	NOUN
agb-217	287	24	.	.	PUNCT
agb-217	288	1	recommended	recommend	VERB
agb-217	288	2	policy	policy	NOUN
agb-217	288	3	actions	action	NOUN
agb-217	288	4	include	include	VERB
agb-217	288	5	developing	develop	VERB
agb-217	288	6	a	a	DET
agb-217	288	7	pest	p	ADJ
agb-217	288	8	early	early	ADJ
agb-217	288	9	detection	detection	NOUN
agb-217	288	10	system	system	NOUN
agb-217	288	11	to	to	PART
agb-217	288	12	track	track	VERB
agb-217	288	13	sca	sca	NOUN
agb-217	288	14	infestations	infestation	NOUN
agb-217	288	15	in	in	ADP
agb-217	288	16	real	real	ADJ
agb-217	288	17	time	time	NOUN
agb-217	288	18	.	.	PUNCT
agb-217	289	1	current	current	ADJ
agb-217	289	2	efforts	effort	NOUN
agb-217	289	3	have	have	AUX
agb-217	289	4	been	be	AUX
agb-217	289	5	limited	limit	VERB
agb-217	289	6	primarily	primarily	ADV
agb-217	289	7	to	to	ADP
agb-217	289	8	county	county	NOUN
agb-217	289	9	-	-	PUNCT
agb-217	289	10	level	level	NOUN
agb-217	289	11	reporting	reporting	NOUN
agb-217	289	12	through	through	ADP
agb-217	289	13	local	local	ADJ
agb-217	289	14	extension	extension	NOUN
agb-217	289	15	offices	office	NOUN
agb-217	289	16	.	.	PUNCT
agb-217	290	1	statewide	statewide	ADJ
agb-217	290	2	efforts	effort	NOUN
agb-217	290	3	have	have	AUX
agb-217	290	4	been	be	AUX
agb-217	290	5	initiated	initiate	VERB
agb-217	290	6	to	to	PART
agb-217	290	7	provide	provide	VERB
agb-217	290	8	composite	composite	ADJ
agb-217	290	9	mappings	mapping	NOUN
agb-217	290	10	of	of	ADP
agb-217	290	11	pest	pest	NOUN
agb-217	290	12	reporting	reporting	NOUN
agb-217	290	13	,	,	PUNCT
agb-217	290	14	but	but	CCONJ
agb-217	290	15	efforts	effort	NOUN
agb-217	290	16	to	to	PART
agb-217	290	17	regionalize	regionalize	VERB
agb-217	290	18	reporting	reporting	NOUN
agb-217	290	19	have	have	AUX
agb-217	290	20	been	be	AUX
agb-217	290	21	less	less	ADV
agb-217	290	22	successful	successful	ADJ
agb-217	290	23	.	.	PUNCT
agb-217	291	1	a	a	DET
agb-217	291	2	critical	critical	ADJ
agb-217	291	3	constraint	constraint	NOUN
agb-217	291	4	has	have	AUX
agb-217	291	5	been	be	AUX
agb-217	291	6	limited	limit	VERB
agb-217	291	7	participation	participation	NOUN
agb-217	291	8	in	in	ADP
agb-217	291	9	early	early	ADJ
agb-217	291	10	warning	warning	NOUN
agb-217	291	11	detection	detection	NOUN
agb-217	291	12	efforts	effort	NOUN
agb-217	291	13	among	among	ADP
agb-217	291	14	producers	producer	NOUN
agb-217	291	15	due	due	ADP
agb-217	291	16	to	to	ADP
agb-217	291	17	the	the	DET
agb-217	291	18	voluntary	voluntary	ADJ
agb-217	291	19	nature	nature	NOUN
agb-217	291	20	of	of	ADP
agb-217	291	21	participation	participation	NOUN
agb-217	291	22	.	.	PUNCT
agb-217	292	1	many	many	ADJ
agb-217	292	2	producers	producer	NOUN
agb-217	292	3	may	may	AUX
agb-217	292	4	by	by	ADP
agb-217	292	5	unfamiliar	unfamiliar	ADJ
agb-217	292	6	with	with	ADP
agb-217	292	7	pest	pest	NOUN
agb-217	292	8	reporting	reporting	NOUN
agb-217	292	9	programs	program	NOUN
agb-217	292	10	.	.	PUNCT
agb-217	293	1	state	state	NOUN
agb-217	293	2	extension	extension	NOUN
agb-217	293	3	agencies	agency	NOUN
agb-217	293	4	should	should	AUX
agb-217	293	5	increase	increase	VERB
agb-217	293	6	the	the	DET
agb-217	293	7	visibility	visibility	NOUN
agb-217	293	8	and	and	CCONJ
agb-217	293	9	awareness	awareness	NOUN
agb-217	293	10	of	of	ADP
agb-217	293	11	their	their	PRON
agb-217	293	12	pest	pest	NOUN
agb-217	293	13	scouting	scouting	NOUN
agb-217	293	14	programs	program	NOUN
agb-217	293	15	and	and	CCONJ
agb-217	293	16	consider	consider	VERB
agb-217	293	17	requiring	require	VERB
agb-217	293	18	producers	producer	NOUN
agb-217	293	19	to	to	PART
agb-217	293	20	provide	provide	VERB
agb-217	293	21	a	a	DET
agb-217	293	22	pest	pest	NOUN
agb-217	293	23	scouting	scouting	NOUN
agb-217	293	24	and	and	CCONJ
agb-217	293	25	reporting	reporting	NOUN
agb-217	293	26	action	action	NOUN
agb-217	293	27	plan	plan	NOUN
agb-217	293	28	to	to	PART
agb-217	293	29	participate	participate	VERB
agb-217	293	30	their	their	PRON
agb-217	293	31	extension	extension	NOUN
agb-217	293	32	programing	programing	NOUN
agb-217	293	33	network	network	NOUN
agb-217	293	34	.	.	PUNCT
agb-217	294	1	active	active	ADJ
agb-217	294	2	participation	participation	NOUN
agb-217	294	3	by	by	ADP
agb-217	294	4	producers	producer	NOUN
agb-217	294	5	is	be	AUX
agb-217	294	6	required	require	VERB
agb-217	294	7	to	to	PART
agb-217	294	8	generate	generate	VERB
agb-217	294	9	the	the	DET
agb-217	294	10	data	datum	NOUN
agb-217	294	11	needed	need	VERB
agb-217	294	12	to	to	PART
agb-217	294	13	operationalize	operationalize	VERB
agb-217	294	14	an	an	DET
agb-217	294	15	early	early	ADJ
agb-217	294	16	warning	warning	NOUN
agb-217	294	17	system	system	NOUN
agb-217	294	18	,	,	PUNCT
agb-217	294	19	because	because	SCONJ
agb-217	294	20	it	it	PRON
agb-217	294	21	remains	remain	VERB
agb-217	294	22	unlikely	unlikely	ADJ
agb-217	294	23	that	that	SCONJ
agb-217	294	24	satellite	satellite	NOUN
agb-217	294	25	imagery	imagery	NOUN
agb-217	294	26	or	or	CCONJ
agb-217	294	27	related	relate	VERB
agb-217	294	28	remote	remote	ADJ
agb-217	294	29	sensing	sense	VERB
agb-217	294	30	technologies	technology	NOUN
agb-217	294	31	will	will	AUX
agb-217	294	32	be	be	AUX
agb-217	294	33	able	able	ADJ
agb-217	294	34	to	to	PART
agb-217	294	35	substitute	substitute	VERB
agb-217	294	36	for	for	ADP
agb-217	294	37	manually	manually	ADV
agb-217	294	38	based	base	VERB
agb-217	294	39	scouting	scouting	NOUN
agb-217	294	40	approaches	approach	NOUN
agb-217	294	41	.	.	PUNCT
agb-217	295	1	the	the	DET
agb-217	295	2	data	datum	NOUN
agb-217	295	3	currently	currently	ADV
agb-217	295	4	available	available	ADJ
agb-217	295	5	on	on	ADP
agb-217	295	6	sca	sca	PROPN
agb-217	295	7	infestation	infestation	NOUN
agb-217	295	8	is	be	AUX
agb-217	295	9	limited	limit	VERB
agb-217	295	10	and	and	CCONJ
agb-217	295	11	makes	make	VERB
agb-217	295	12	it	it	PRON
agb-217	295	13	difficult	difficult	ADJ
agb-217	295	14	to	to	PART
agb-217	295	15	validate	validate	VERB
agb-217	295	16	tracking	tracking	NOUN
agb-217	295	17	models	model	NOUN
agb-217	295	18	as	as	SCONJ
agb-217	295	19	illustrated	illustrate	VERB
agb-217	295	20	in	in	ADP
agb-217	295	21	this	this	DET
agb-217	295	22	paper	paper	NOUN
agb-217	295	23	.	.	PUNCT
agb-217	296	1	the	the	DET
agb-217	296	2	hazard	hazard	NOUN
agb-217	296	3	equations	equation	NOUN
agb-217	296	4	explaining	explain	VERB
agb-217	296	5	sca	sca	PROPN
agb-217	296	6	movement	movement	NOUN
agb-217	296	7	could	could	AUX
agb-217	296	8	be	be	AUX
agb-217	296	9	expanded	expand	VERB
agb-217	296	10	with	with	ADP
agb-217	296	11	future	future	ADJ
agb-217	296	12	research	research	NOUN
agb-217	296	13	to	to	PART
agb-217	296	14	include	include	VERB
agb-217	296	15	the	the	DET
agb-217	296	16	life	life	NOUN
agb-217	296	17	-	-	PUNCT
agb-217	296	18	cycle	cycle	NOUN
agb-217	296	19	growth	growth	NOUN
agb-217	296	20	and	and	CCONJ
agb-217	296	21	development	development	NOUN
agb-217	296	22	of	of	ADP
agb-217	296	23	sca	sca	PROPN
agb-217	296	24	colonies	colony	NOUN
agb-217	296	25	across	across	ADP
agb-217	296	26	their	their	PRON
agb-217	296	27	range	range	NOUN
agb-217	296	28	of	of	ADP
agb-217	296	29	metamorphosis	metamorphosis	NOUN
agb-217	296	30	,	,	PUNCT
agb-217	296	31	including	include	VERB
agb-217	296	32	the	the	DET
agb-217	296	33	transition	transition	NOUN
agb-217	296	34	from	from	ADP
agb-217	296	35	nymphs	nymph	NOUN
agb-217	296	36	,	,	PUNCT
agb-217	296	37	instars	instar	NOUN
agb-217	296	38	,	,	PUNCT
agb-217	296	39	and	and	CCONJ
agb-217	296	40	adults	adult	NOUN
agb-217	296	41	and	and	CCONJ
agb-217	296	42	processes	process	NOUN
agb-217	296	43	such	such	ADJ
agb-217	296	44	as	as	ADP
agb-217	296	45	molting	molting	NOUN
agb-217	296	46	.	.	PUNCT
agb-217	297	1	this	this	DET
agb-217	297	2	information	information	NOUN
agb-217	297	3	would	would	AUX
agb-217	297	4	be	be	AUX
agb-217	297	5	particularly	particularly	ADV
agb-217	297	6	required	require	VERB
agb-217	297	7	for	for	ADP
agb-217	297	8	modeling	model	VERB
agb-217	297	9	sca	sca	PROPN
agb-217	297	10	movement	movement	NOUN
agb-217	297	11	across	across	ADP
agb-217	297	12	an	an	DET
agb-217	297	13	entire	entire	ADJ
agb-217	297	14	season	season	NOUN
agb-217	297	15	.	.	PUNCT
agb-217	298	1	the	the	DET
agb-217	298	2	current	current	ADJ
agb-217	298	3	model	model	NOUN
agb-217	298	4	includes	include	VERB
agb-217	298	5	the	the	DET
agb-217	298	6	proportion	proportion	NOUN
agb-217	298	7	of	of	ADP
agb-217	298	8	alleles	allele	NOUN
agb-217	298	9	as	as	ADP
agb-217	298	10	an	an	DET
agb-217	298	11	exogenous	exogenous	ADJ
agb-217	298	12	variable	variable	NOUN
agb-217	298	13	,	,	PUNCT
agb-217	298	14	but	but	CCONJ
agb-217	298	15	the	the	DET
agb-217	298	16	polymorphic	polymorphic	ADJ
agb-217	298	17	lifecycle	lifecycle	NOUN
agb-217	298	18	of	of	ADP
agb-217	298	19	sca	sca	PROPN
agb-217	298	20	is	be	AUX
agb-217	298	21	determined	determine	VERB
agb-217	298	22	through	through	ADP
agb-217	298	23	interactions	interaction	NOUN
agb-217	298	24	with	with	ADP
agb-217	298	25	the	the	DET
agb-217	298	26	host	host	NOUN
agb-217	298	27	plant	plant	NOUN
agb-217	298	28	and	and	CCONJ
agb-217	298	29	by	by	ADP
agb-217	298	30	weather	weather	NOUN
agb-217	298	31	.	.	PUNCT
agb-217	299	1	the	the	DET
agb-217	299	2	hazard	hazard	NOUN
agb-217	299	3	model	model	NOUN
agb-217	299	4	is	be	AUX
agb-217	299	5	based	base	VERB
agb-217	299	6	on	on	ADP
agb-217	299	7	migration	migration	NOUN
agb-217	299	8	,	,	PUNCT
agb-217	299	9	so	so	ADV
agb-217	299	10	additional	additional	ADJ
agb-217	299	11	variables	variable	NOUN
agb-217	299	12	could	could	AUX
agb-217	299	13	be	be	AUX
agb-217	299	14	included	include	VERB
agb-217	299	15	to	to	PART
agb-217	299	16	model	model	VERB
agb-217	299	17	the	the	DET
agb-217	299	18	lifecycle	lifecycle	NOUN
agb-217	299	19	,	,	PUNCT
agb-217	299	20	and	and	CCONJ
agb-217	299	21	alternative	alternative	ADJ
agb-217	299	22	forms	form	NOUN
agb-217	299	23	of	of	ADP
agb-217	299	24	sexual	sexual	ADJ
agb-217	299	25	and	and	CCONJ
agb-217	299	26	asexual	asexual	ADJ
agb-217	299	27	reproduction	reproduction	NOUN
agb-217	299	28	from	from	ADP
agb-217	299	29	nymph	nymph	NOUN
agb-217	299	30	to	to	ADP
agb-217	299	31	adults	adult	NOUN
agb-217	299	32	,	,	PUNCT
agb-217	299	33	to	to	PART
agb-217	299	34	explain	explain	VERB
agb-217	299	35	the	the	DET
agb-217	299	36	proportion	proportion	NOUN
agb-217	299	37	of	of	ADP
agb-217	299	38	winged	wing	VERB
agb-217	299	39	(	(	PUNCT
agb-217	299	40	alleles	allele	NOUN
agb-217	299	41	)	)	PUNCT
agb-217	299	42	to	to	ADP
agb-217	299	43	non	non	ADJ
agb-217	299	44	-	-	ADJ
agb-217	299	45	winged	winged	ADJ
agb-217	299	46	(	(	PUNCT
agb-217	299	47	apterous	apterous	ADJ
agb-217	299	48	)	)	PUNCT
agb-217	299	49	variants	variant	NOUN
agb-217	299	50	when	when	SCONJ
agb-217	299	51	that	that	DET
agb-217	299	52	data	datum	NOUN
agb-217	299	53	become	become	VERB
agb-217	299	54	available	available	ADJ
agb-217	299	55	.	.	PUNCT
agb-217	300	1	the	the	DET
agb-217	300	2	latter	latter	ADJ
agb-217	300	3	could	could	AUX
agb-217	300	4	be	be	AUX
agb-217	300	5	of	of	ADP
agb-217	300	6	particular	particular	ADJ
agb-217	300	7	importance	importance	NOUN
agb-217	300	8	because	because	SCONJ
agb-217	300	9	waterstressed	waterstressed	ADJ
agb-217	300	10	plants	plant	NOUN
agb-217	300	11	are	be	AUX
agb-217	300	12	typically	typically	ADV
agb-217	300	13	more	more	ADV
agb-217	300	14	susceptible	susceptible	ADJ
agb-217	300	15	to	to	ADP
agb-217	300	16	phytophagous	phytophagous	ADJ
agb-217	300	17	insects	insect	NOUN
agb-217	300	18	due	due	ADJ
agb-217	300	19	to	to	ADP
agb-217	300	20	increased	increase	VERB
agb-217	300	21	nitrogen	nitrogen	NOUN
agb-217	300	22	availability	availability	NOUN
agb-217	300	23	.	.	PUNCT
agb-217	301	1	future	future	ADJ
agb-217	301	2	modeling	modeling	NOUN
agb-217	301	3	could	could	AUX
agb-217	301	4	include	include	VERB
agb-217	301	5	a	a	DET
agb-217	301	6	broader	broad	ADJ
agb-217	301	7	geographic	geographic	ADJ
agb-217	301	8	scope	scope	NOUN
agb-217	301	9	and	and	CCONJ
agb-217	301	10	a	a	DET
agb-217	301	11	longer	long	ADJ
agb-217	301	12	time	time	NOUN
agb-217	301	13	span	span	NOUN
agb-217	301	14	encompassing	encompass	VERB
agb-217	301	15	earlier	early	ADJ
agb-217	301	16	migratory	migratory	ADJ
agb-217	301	17	movements	movement	NOUN
agb-217	301	18	.	.	PUNCT
agb-217	302	1	sca	sca	PROPN
agb-217	302	2	are	be	AUX
agb-217	302	3	believed	believe	VERB
agb-217	302	4	to	to	PART
agb-217	302	5	begin	begin	VERB
agb-217	302	6	migrating	migrate	VERB
agb-217	302	7	northward	northward	ADV
agb-217	302	8	in	in	ADP
agb-217	302	9	early	early	ADJ
agb-217	302	10	spring	spring	NOUN
agb-217	302	11	from	from	ADP
agb-217	302	12	southern	southern	PROPN
agb-217	302	13	texas	texas	PROPN
agb-217	302	14	,	,	PUNCT
agb-217	302	15	near	near	ADP
agb-217	302	16	latitudes	latitude	NOUN
agb-217	302	17	where	where	SCONJ
agb-217	302	18	temperatures	temperature	NOUN
agb-217	302	19	never	never	ADV
agb-217	302	20	fall	fall	VERB
agb-217	302	21	below	below	ADP
agb-217	302	22	freezing	freezing	NOUN
agb-217	302	23	.	.	PUNCT
agb-217	303	1	an	an	DET
agb-217	303	2	expanded	expand	VERB
agb-217	303	3	set	set	NOUN
agb-217	303	4	of	of	ADP
agb-217	303	5	observations	observation	NOUN
agb-217	303	6	could	could	AUX
agb-217	303	7	include	include	VERB
agb-217	303	8	a	a	DET
agb-217	303	9	wider	wide	ADJ
agb-217	303	10	range	range	NOUN
agb-217	303	11	of	of	ADP
agb-217	303	12	weather	weather	NOUN
agb-217	303	13	patterns	pattern	NOUN
agb-217	303	14	and	and	CCONJ
agb-217	303	15	provide	provide	VERB
agb-217	303	16	regional	regional	ADJ
agb-217	303	17	rather	rather	ADV
agb-217	303	18	than	than	ADP
agb-217	303	19	state	state	NOUN
agb-217	303	20	-	-	PUNCT
agb-217	303	21	level	level	NOUN
agb-217	303	22	forecasts	forecast	NOUN
agb-217	303	23	of	of	ADP
agb-217	303	24	sca	sca	PROPN
agb-217	303	25	movement	movement	NOUN
agb-217	303	26	.	.	PUNCT
agb-217	304	1	weather	weather	NOUN
agb-217	304	2	variability	variability	NOUN
agb-217	304	3	and	and	CCONJ
agb-217	304	4	extreme	extreme	ADJ
agb-217	304	5	events	event	NOUN
agb-217	304	6	could	could	AUX
agb-217	304	7	also	also	ADV
agb-217	304	8	agbioforum	agbioforum	VERB
agb-217	304	9	,	,	PUNCT
agb-217	304	10	25(1	25(1	NUM
agb-217	304	11	)	)	PUNCT
agb-217	304	12	,	,	PUNCT
agb-217	304	13	2023	2023	NUM
agb-217	304	14	|	|	ADV
agb-217	305	1	126	126	NUM
agb-217	305	2	lee	lee	PROPN
agb-217	305	3	,	,	PUNCT
agb-217	305	4	vitale	vitale	PROPN
agb-217	305	5	,	,	PUNCT
agb-217	305	6	lambert	lambert	PROPN
agb-217	305	7	—	—	PUNCT
agb-217	305	8	weather	weather	NOUN
agb-217	305	9	and	and	CCONJ
agb-217	305	10	geographic	geographic	ADJ
agb-217	305	11	effects	effect	NOUN
agb-217	305	12	on	on	ADP
agb-217	305	13	sugarcane	sugarcane	NOUN
agb-217	305	14	aphid	aphid	NOUN
agb-217	305	15	migration	migration	NOUN
agb-217	305	16	be	be	AUX
agb-217	305	17	included	include	VERB
agb-217	305	18	to	to	PART
agb-217	305	19	model	model	VERB
agb-217	305	20	non	non	ADJ
agb-217	305	21	-	-	ADJ
agb-217	305	22	linearity	linearity	NOUN
agb-217	305	23	associated	associate	VERB
agb-217	305	24	with	with	ADP
agb-217	305	25	for	for	ADP
agb-217	305	26	example	example	NOUN
agb-217	305	27	extreme	extreme	ADJ
agb-217	305	28	,	,	PUNCT
agb-217	305	29	fluctuating	fluctuate	VERB
agb-217	305	30	temperatures	temperature	NOUN
agb-217	305	31	.	.	PUNCT
agb-217	306	1	finally	finally	ADV
agb-217	306	2	,	,	PUNCT
agb-217	306	3	machinelearning	machinelearne	VERB
agb-217	306	4	methods	method	NOUN
agb-217	306	5	for	for	ADP
agb-217	306	6	analyzing	analyze	VERB
agb-217	306	7	sca	sca	PROPN
agb-217	306	8	migration	migration	NOUN
agb-217	306	9	could	could	AUX
agb-217	306	10	be	be	AUX
agb-217	306	11	explored	explore	VERB
agb-217	306	12	as	as	ADP
agb-217	306	13	“	"	PUNCT
agb-217	306	14	big	big	ADJ
agb-217	306	15	data	datum	NOUN
agb-217	306	16	”	"	PUNCT
agb-217	306	17	collected	collect	VERB
agb-217	306	18	from	from	ADP
agb-217	306	19	a	a	DET
agb-217	306	20	pest	pest	NOUN
agb-217	306	21	early	early	ADJ
agb-217	306	22	warning	warning	NOUN
agb-217	306	23	system	system	NOUN
agb-217	306	24	become	become	VERB
agb-217	306	25	more	more	ADV
agb-217	306	26	widely	widely	ADV
agb-217	306	27	available	available	ADJ
agb-217	306	28	.	.	PUNCT
agb-217	307	1	acknowledgments	acknowledgment	NOUN
agb-217	307	2	the	the	DET
agb-217	307	3	authors	author	NOUN
agb-217	307	4	appreciate	appreciate	VERB
agb-217	307	5	the	the	DET
agb-217	307	6	constructive	constructive	ADJ
agb-217	307	7	comments	comment	NOUN
agb-217	307	8	provided	provide	VERB
agb-217	307	9	by	by	ADP
agb-217	307	10	anonymous	anonymous	ADJ
agb-217	307	11	reviewers	reviewer	NOUN
agb-217	307	12	.	.	PUNCT
agb-217	308	1	this	this	DET
agb-217	308	2	research	research	NOUN
agb-217	308	3	was	be	AUX
agb-217	308	4	partially	partially	ADV
agb-217	308	5	funded	fund	VERB
agb-217	308	6	by	by	ADP
agb-217	308	7	the	the	DET
agb-217	308	8	sparks	spark	NOUN
agb-217	308	9	chair	chair	NOUN
agb-217	308	10	in	in	ADP
agb-217	308	11	agricultural	agricultural	ADJ
agb-217	308	12	sciences	sciences	PROPN
agb-217	308	13	&	&	CCONJ
agb-217	308	14	natural	natural	ADJ
agb-217	308	15	resources	resource	NOUN
agb-217	308	16	and	and	CCONJ
agb-217	308	17	a	a	DET
agb-217	308	18	project	project	NOUN
agb-217	308	19	supported	support	VERB
agb-217	308	20	by	by	ADP
agb-217	308	21	the	the	DET
agb-217	308	22	united	united	PROPN
agb-217	308	23	states	states	PROPN
agb-217	308	24	department	department	PROPN
agb-217	308	25	of	of	ADP
agb-217	308	26	agriculture	agriculture	NOUN
agb-217	308	27	,	,	PUNCT
agb-217	308	28	"	"	PUNCT
agb-217	308	29	areawide	areawide	ADJ
agb-217	308	30	pest	pest	NOUN
agb-217	308	31	management	management	NOUN
agb-217	308	32	of	of	ADP
agb-217	308	33	the	the	DET
agb-217	308	34	invasive	invasive	ADJ
agb-217	308	35	sugarcane	sugarcane	NOUN
agb-217	308	36	aphid	aphid	NOUN
agb-217	308	37	in	in	ADP
agb-217	308	38	grain	grain	NOUN
agb-217	308	39	sorghum	sorghum	NOUN
agb-217	308	40	"	"	PUNCT
agb-217	308	41	.	.	PUNCT
agb-217	309	1	references	reference	NOUN
agb-217	309	2	allison	allison	PROPN
agb-217	309	3	,	,	PUNCT
agb-217	309	4	p.	p.	PROPN
agb-217	309	5	d.	d.	PROPN
agb-217	309	6	(	(	PUNCT
agb-217	309	7	2010	2010	NUM
agb-217	309	8	)	)	PUNCT
agb-217	309	9	.	.	PUNCT
agb-217	310	1	survival	survival	NOUN
agb-217	310	2	analysis	analysis	NOUN
agb-217	310	3	using	use	VERB
agb-217	310	4	sas	sas	PROPN
agb-217	310	5	:	:	PUNCT
agb-217	310	6	a	a	DET
agb-217	310	7	practical	practical	ADJ
agb-217	310	8	guide	guide	NOUN
agb-217	310	9	.	.	PUNCT
agb-217	311	1	sas	sas	PROPN
agb-217	311	2	institute	institute	PROPN
agb-217	311	3	.	.	PUNCT
agb-217	312	1	retrieved	retrieve	VERB
agb-217	312	2	from	from	ADP
agb-217	312	3	https://www.sas.com/storefront/aux/en/spsurviva	https://www.sas.com/storefront/aux/en/spsurviva	PROPN
agb-217	312	4	lanly/61339_excerpt.pdf	lanly/61339_excerpt.pdf	PROPN
agb-217	312	5	behary	behary	ADJ
agb-217	312	6	paray	paray	NOUN
agb-217	312	7	,	,	PUNCT
agb-217	312	8	n.	n.	NOUN
agb-217	312	9	,	,	PUNCT
agb-217	312	10	khoodoo	khoodoo	NOUN
agb-217	312	11	,	,	PUNCT
agb-217	312	12	m.	m.	NOUN
agb-217	312	13	,	,	PUNCT
agb-217	312	14	saumtally	saumtally	ADV
agb-217	312	15	,	,	PUNCT
agb-217	312	16	a.	a.	NOUN
agb-217	312	17	,	,	PUNCT
agb-217	312	18	&	&	CCONJ
agb-217	312	19	ganeshan	ganeshan	PROPN
agb-217	312	20	,	,	PUNCT
agb-217	312	21	s.	s.	PROPN
agb-217	312	22	(	(	PUNCT
agb-217	312	23	2011	2011	NUM
agb-217	312	24	)	)	PUNCT
agb-217	312	25	.	.	PUNCT
agb-217	313	1	vector	vector	NOUN
agb-217	313	2	-	-	PUNCT
agb-217	313	3	virus	virus	NOUN
agb-217	313	4	relationship	relationship	NOUN
agb-217	313	5	for	for	ADP
agb-217	313	6	melanaphis	melanaphis	DET
agb-217	313	7	sacchari	sacchari	NOUN
agb-217	313	8	(	(	PUNCT
agb-217	313	9	zehnt.)(hemiptera	zehnt.)(hemiptera	NOUN
agb-217	313	10	:	:	PUNCT
agb-217	313	11	aphididae	aphididae	NOUN
agb-217	313	12	)	)	PUNCT
agb-217	313	13	transmitting	transmit	VERB
agb-217	313	14	sugarcane	sugarcane	NOUN
agb-217	313	15	yellow	yellow	ADJ
agb-217	313	16	leaf	leaf	NOUN
agb-217	313	17	luteovirus	luteovirus	NOUN
agb-217	313	18	in	in	ADP
agb-217	313	19	mauritius	mauritius	PROPN
agb-217	313	20	.	.	PUNCT
agb-217	314	1	sugar	sugar	NOUN
agb-217	314	2	tech	tech	PROPN
agb-217	314	3	,	,	PUNCT
agb-217	314	4	13(1	13(1	NUM
agb-217	314	5	)	)	PUNCT
agb-217	314	6	,	,	PUNCT
agb-217	314	7	77	77	NUM
agb-217	314	8	-	-	SYM
agb-217	314	9	80	80	NUM
agb-217	314	10	.	.	PUNCT
agb-217	315	1	doi	doi	NOUN
agb-217	315	2	:	:	PUNCT
agb-217	315	3	https://doi.org/10.1007/s12355-010-0058-9	https://doi.org/10.1007/s12355-010-0058-9	PROPN
agb-217	315	4	behura	behura	NOUN
agb-217	315	5	,	,	PUNCT
agb-217	315	6	b.	b.	PROPN
agb-217	315	7	k.	k.	PROPN
agb-217	315	8	,	,	PUNCT
agb-217	315	9	&	&	CCONJ
agb-217	315	10	bohidar	bohidar	PROPN
agb-217	315	11	,	,	PUNCT
agb-217	315	12	k.	k.	PROPN
agb-217	315	13	(	(	PUNCT
agb-217	315	14	1983	1983	NUM
agb-217	315	15	)	)	PUNCT
agb-217	315	16	.	.	PUNCT
agb-217	316	1	effect	effect	NOUN
agb-217	316	2	of	of	ADP
agb-217	316	3	temperature	temperature	NOUN
agb-217	316	4	on	on	ADP
agb-217	316	5	the	the	DET
agb-217	316	6	fecundity	fecundity	NOUN
agb-217	316	7	of	of	ADP
agb-217	316	8	five	five	NUM
agb-217	316	9	species	specie	NOUN
agb-217	316	10	of	of	ADP
agb-217	316	11	aphids	aphid	NOUN
agb-217	316	12	.	.	PUNCT
agb-217	317	1	pranikee	pranikee	ADJ
agb-217	317	2	,	,	PUNCT
agb-217	317	3	4	4	NUM
agb-217	317	4	,	,	PUNCT
agb-217	317	5	23	23	NUM
agb-217	317	6	-	-	SYM
agb-217	317	7	27	27	NUM
agb-217	317	8	.	.	PUNCT
agb-217	318	1	bhagwan	bhagwan	PROPN
agb-217	318	2	,	,	PUNCT
agb-217	318	3	d.	d.	PROPN
agb-217	318	4	,	,	PUNCT
agb-217	318	5	chahal	chahal	PROPN
agb-217	318	6	,	,	PUNCT
agb-217	318	7	k.	k.	PROPN
agb-217	318	8	,	,	PUNCT
agb-217	318	9	minal	minal	PROPN
agb-217	318	10	,	,	PUNCT
agb-217	318	11	s.	s.	PROPN
agb-217	318	12	,	,	PUNCT
agb-217	318	13	&	&	CCONJ
agb-217	318	14	parashurama	parashurama	ADV
agb-217	318	15	,	,	PUNCT
agb-217	318	16	d.	d.	PROPN
agb-217	318	17	t.	t.	PROPN
agb-217	318	18	r.	r.	PROPN
agb-217	318	19	(	(	PUNCT
agb-217	318	20	2022	2022	NUM
agb-217	318	21	)	)	PUNCT
agb-217	318	22	.	.	PUNCT
agb-217	319	1	advances	advance	NOUN
agb-217	319	2	in	in	ADP
agb-217	319	3	plant	plant	NOUN
agb-217	319	4	science	science	NOUN
agb-217	319	5	volume	volume	NOUN
agb-217	319	6	iv	iv	PROPN
agb-217	319	7	.	.	PUNCT
agb-217	319	8	bhumi	bhumi	PROPN
agb-217	319	9	publishing	publishing	PROPN
agb-217	319	10	,	,	PUNCT
agb-217	319	11	nigave	nigave	PROPN
agb-217	319	12	khalasa	khalasa	PROPN
agb-217	319	13	,	,	PUNCT
agb-217	319	14	kolhapur	kolhapur	PROPN
agb-217	319	15	416207	416207	NUM
agb-217	319	16	,	,	PUNCT
agb-217	319	17	maharashtra	maharashtra	PROPN
agb-217	319	18	,	,	PUNCT
agb-217	319	19	india	india	PROPN
agb-217	319	20	.	.	PUNCT
agb-217	319	21	retrieved	retrieve	VERB
agb-217	319	22	from	from	ADP
agb-217	319	23	https://www.researchgate.net/publication/35823	https://www.researchgate.net/publication/35823	PROPN
agb-217	319	24	6573_advances_in_plant_science_volume_iv	6573_advances_in_plant_science_volume_iv	NUM
agb-217	319	25	boate	boate	NOUN
agb-217	319	26	,	,	PUNCT
agb-217	319	27	u.	u.	PROPN
agb-217	319	28	,	,	PUNCT
agb-217	319	29	&	&	CCONJ
agb-217	319	30	otayor	otayor	PROPN
agb-217	319	31	,	,	PUNCT
agb-217	319	32	a.	a.	NOUN
agb-217	319	33	(	(	PUNCT
agb-217	319	34	2020	2020	NUM
agb-217	319	35	)	)	PUNCT
agb-217	319	36	.	.	PUNCT
agb-217	320	1	population	population	NOUN
agb-217	320	2	dynamics	dynamic	NOUN
agb-217	320	3	and	and	CCONJ
agb-217	320	4	seasonal	seasonal	ADJ
agb-217	320	5	abundance	abundance	NOUN
agb-217	320	6	of	of	ADP
agb-217	320	7	the	the	DET
agb-217	320	8	beetle	beetle	NOUN
agb-217	320	9	oryctes	orycte	NOUN
agb-217	320	10	owariensis	owariensis	NOUN
agb-217	320	11	beavois	beavois	NOUN
agb-217	320	12	,	,	PUNCT
agb-217	320	13	1807	1807	NUM
agb-217	320	14	(	(	PUNCT
agb-217	320	15	coleoptera	coleoptera	NOUN
agb-217	320	16	:	:	PUNCT
agb-217	320	17	scarabaeidae	scarabaeidae	NOUN
agb-217	320	18	:	:	PUNCT
agb-217	320	19	dynastinae	dynastinae	NOUN
agb-217	320	20	)	)	PUNCT
agb-217	320	21	in	in	ADP
agb-217	320	22	raphia	raphia	ADJ
agb-217	320	23	palms	palm	NOUN
agb-217	320	24	in	in	ADP
agb-217	320	25	bayelsa	bayelsa	PROPN
agb-217	320	26	state	state	NOUN
agb-217	320	27	,	,	PUNCT
agb-217	320	28	nigeria	nigeria	PROPN
agb-217	320	29	.	.	PUNCT
agb-217	321	1	asian	asian	ADJ
agb-217	321	2	journal	journal	PROPN
agb-217	321	3	of	of	ADP
agb-217	321	4	biology	biology	NOUN
agb-217	321	5	,	,	PUNCT
agb-217	321	6	9(3	9(3	NUM
agb-217	321	7	)	)	PUNCT
agb-217	321	8	,	,	PUNCT
agb-217	321	9	14	14	NUM
agb-217	321	10	-	-	SYM
agb-217	321	11	27	27	NUM
agb-217	321	12	.	.	PUNCT
agb-217	322	1	doi	doi	NOUN
agb-217	322	2	:	:	PUNCT
agb-217	322	3	https://doi.org/10.9734/ajob/2020/v9i330087	https://doi.org/10.9734/ajob/2020/v9i330087	NOUN
agb-217	322	4	brooker	brooker	NOUN
agb-217	322	5	,	,	PUNCT
agb-217	322	6	p.	p.	NOUN
agb-217	322	7	i.	i.	PROPN
agb-217	322	8	(	(	PUNCT
agb-217	322	9	1986	1986	NUM
agb-217	322	10	)	)	PUNCT
agb-217	322	11	.	.	PUNCT
agb-217	323	1	a	a	DET
agb-217	323	2	parametric	parametric	ADJ
agb-217	323	3	study	study	NOUN
agb-217	323	4	of	of	ADP
agb-217	323	5	robustness	robustness	NOUN
agb-217	323	6	of	of	ADP
agb-217	323	7	kriging	krige	VERB
agb-217	323	8	variance	variance	NOUN
agb-217	323	9	as	as	ADP
agb-217	323	10	a	a	DET
agb-217	323	11	function	function	NOUN
agb-217	323	12	of	of	ADP
agb-217	323	13	range	range	NOUN
agb-217	323	14	and	and	CCONJ
agb-217	323	15	relative	relative	ADJ
agb-217	323	16	nugget	nugget	ADJ
agb-217	323	17	effect	effect	NOUN
agb-217	323	18	for	for	ADP
agb-217	323	19	a	a	DET
agb-217	323	20	spherical	spherical	ADJ
agb-217	323	21	semivariogram	semivariogram	NOUN
agb-217	323	22	.	.	PUNCT
agb-217	324	1	mathematical	mathematical	ADJ
agb-217	324	2	geology	geology	NOUN
agb-217	324	3	,	,	PUNCT
agb-217	324	4	18(5	18(5	NUM
agb-217	324	5	)	)	PUNCT
agb-217	324	6	,	,	PUNCT
agb-217	324	7	477	477	NUM
agb-217	324	8	-	-	SYM
agb-217	324	9	488	488	NUM
agb-217	324	10	.	.	PUNCT
agb-217	325	1	doi	doi	NOUN
agb-217	325	2	:	:	PUNCT
agb-217	325	3	https://doi.org/10.1007/bf00897500	https://doi.org/10.1007/bf00897500	NUM
agb-217	325	4	brown	brown	ADJ
agb-217	325	5	,	,	PUNCT
agb-217	325	6	m.	m.	PROPN
agb-217	325	7	e.	e.	PROPN
agb-217	325	8	,	,	PUNCT
agb-217	325	9	mugo	mugo	PROPN
agb-217	325	10	,	,	PUNCT
agb-217	325	11	s.	s.	PROPN
agb-217	325	12	,	,	PUNCT
agb-217	325	13	petersen	petersen	PROPN
agb-217	325	14	,	,	PUNCT
agb-217	325	15	s.	s.	PROPN
agb-217	325	16	,	,	PUNCT
agb-217	325	17	&	&	CCONJ
agb-217	325	18	klauser	klauser	PROPN
agb-217	325	19	,	,	PUNCT
agb-217	325	20	d.	d.	PROPN
agb-217	325	21	(	(	PUNCT
agb-217	325	22	2022	2022	NUM
agb-217	325	23	)	)	PUNCT
agb-217	325	24	.	.	PUNCT
agb-217	326	1	designing	design	VERB
agb-217	326	2	a	a	DET
agb-217	326	3	pest	pest	NOUN
agb-217	326	4	and	and	CCONJ
agb-217	326	5	disease	disease	NOUN
agb-217	326	6	outbreak	outbreak	NOUN
agb-217	326	7	warning	warning	NOUN
agb-217	326	8	system	system	NOUN
agb-217	326	9	for	for	ADP
agb-217	326	10	farmers	farmer	NOUN
agb-217	326	11	,	,	PUNCT
agb-217	326	12	agronomists	agronomist	NOUN
agb-217	326	13	and	and	CCONJ
agb-217	326	14	agricultural	agricultural	ADJ
agb-217	326	15	input	input	NOUN
agb-217	326	16	distributors	distributor	NOUN
agb-217	326	17	in	in	ADP
agb-217	326	18	east	east	PROPN
agb-217	326	19	africa	africa	PROPN
agb-217	326	20	.	.	PUNCT
agb-217	327	1	insects	insect	NOUN
agb-217	327	2	,	,	PUNCT
agb-217	327	3	13(3	13(3	NUM
agb-217	327	4	)	)	PUNCT
agb-217	327	5	,	,	PUNCT
agb-217	327	6	232	232	X
agb-217	327	7	.	.	PUNCT
agb-217	328	1	doi	doi	PROPN
agb-217	328	2	:	:	PUNCT
agb-217	328	3	https://doi.org/10.3390/insects13030232	https://doi.org/10.3390/insects13030232	PROPN
agb-217	328	4	burgess	burgess	PROPN
agb-217	328	5	,	,	PUNCT
agb-217	328	6	t.	t.	NOUN
agb-217	328	7	m.	m.	NOUN
agb-217	328	8	,	,	PUNCT
agb-217	328	9	&	&	CCONJ
agb-217	328	10	webster	webster	PROPN
agb-217	328	11	,	,	PUNCT
agb-217	328	12	r.	r.	PROPN
agb-217	328	13	(	(	PUNCT
agb-217	328	14	1980	1980	NUM
agb-217	328	15	)	)	PUNCT
agb-217	328	16	.	.	PUNCT
agb-217	329	1	optimal	optimal	ADJ
agb-217	329	2	interpolation	interpolation	NOUN
agb-217	329	3	and	and	CCONJ
agb-217	329	4	isarithmic	isarithmic	ADJ
agb-217	329	5	mapping	mapping	NOUN
agb-217	329	6	of	of	ADP
agb-217	329	7	soil	soil	NOUN
agb-217	329	8	properties	property	NOUN
agb-217	329	9	:	:	PUNCT
agb-217	329	10	i	i	PRON
agb-217	329	11	the	the	PRON
agb-217	329	12	semi‐	semi‐	PROPN
agb-217	329	13	variogram	variogram	PROPN
agb-217	329	14	and	and	CCONJ
agb-217	329	15	punctual	punctual	ADJ
agb-217	329	16	kriging	kriging	NOUN
agb-217	329	17	.	.	PUNCT
agb-217	330	1	journal	journal	PROPN
agb-217	330	2	of	of	ADP
agb-217	330	3	soil	soil	NOUN
agb-217	330	4	science	science	NOUN
agb-217	330	5	,	,	PUNCT
agb-217	330	6	31(2	31(2	NUM
agb-217	330	7	)	)	PUNCT
agb-217	330	8	,	,	PUNCT
agb-217	330	9	315	315	NUM
agb-217	330	10	-	-	SYM
agb-217	330	11	331	331	NUM
agb-217	330	12	.	.	PUNCT
agb-217	331	1	doi	doi	NOUN
agb-217	331	2	:	:	PUNCT
agb-217	331	3	https://doi.org/10.1111/j.13652389.1980.tb02084.x	https://doi.org/10.1111/j.13652389.1980.tb02084.x	PROPN
agb-217	331	4	cocu	cocu	PROPN
agb-217	331	5	,	,	PUNCT
agb-217	331	6	n.	n.	NOUN
agb-217	331	7	,	,	PUNCT
agb-217	331	8	harrington	harrington	PROPN
agb-217	331	9	,	,	PUNCT
agb-217	331	10	r.	r.	PROPN
agb-217	331	11	,	,	PUNCT
agb-217	331	12	rounsevell	rounsevell	ADJ
agb-217	331	13	,	,	PUNCT
agb-217	331	14	m.	m.	NOUN
agb-217	331	15	,	,	PUNCT
agb-217	331	16	worner	worner	PROPN
agb-217	331	17	,	,	PUNCT
agb-217	331	18	s.	s.	PROPN
agb-217	331	19	,	,	PUNCT
agb-217	331	20	hulle	hulle	PROPN
agb-217	331	21	,	,	PUNCT
agb-217	331	22	m.	m.	NOUN
agb-217	331	23	,	,	PUNCT
agb-217	331	24	&	&	CCONJ
agb-217	331	25	participants	participant	NOUN
agb-217	331	26	,	,	PUNCT
agb-217	331	27	e.	e.	PROPN
agb-217	331	28	p.	p.	PROPN
agb-217	331	29	(	(	PUNCT
agb-217	331	30	2005	2005	NUM
agb-217	331	31	)	)	PUNCT
agb-217	331	32	.	.	PUNCT
agb-217	332	1	geographical	geographical	ADJ
agb-217	332	2	location	location	NOUN
agb-217	332	3	,	,	PUNCT
agb-217	332	4	climate	climate	NOUN
agb-217	332	5	and	and	CCONJ
agb-217	332	6	land	land	NOUN
agb-217	332	7	use	use	NOUN
agb-217	332	8	influences	influence	NOUN
agb-217	332	9	on	on	ADP
agb-217	332	10	the	the	DET
agb-217	332	11	phenology	phenology	NOUN
agb-217	332	12	and	and	CCONJ
agb-217	332	13	numbers	number	NOUN
agb-217	332	14	of	of	ADP
agb-217	332	15	the	the	DET
agb-217	332	16	aphid	aphid	NOUN
agb-217	332	17	,	,	PUNCT
agb-217	332	18	myzus	myzus	NOUN
agb-217	332	19	persicae	persicae	NOUN
agb-217	332	20	,	,	PUNCT
agb-217	332	21	in	in	ADP
agb-217	332	22	europe	europe	PROPN
agb-217	332	23	.	.	PUNCT
agb-217	333	1	journal	journal	PROPN
agb-217	333	2	of	of	ADP
agb-217	333	3	biogeography	biogeography	NOUN
agb-217	333	4	,	,	PUNCT
agb-217	333	5	32(4	32(4	NUM
agb-217	333	6	)	)	PUNCT
agb-217	333	7	,	,	PUNCT
agb-217	333	8	615	615	NUM
agb-217	333	9	-	-	SYM
agb-217	333	10	632	632	NUM
agb-217	333	11	.	.	PUNCT
agb-217	334	1	doi	doi	NOUN
agb-217	334	2	:	:	PUNCT
agb-217	334	3	https://doi.org/10.1111/j.13652699.2005.01190.x	https://doi.org/10.1111/j.13652699.2005.01190.x	X
agb-217	334	4	cox	cox	PROPN
agb-217	334	5	,	,	PUNCT
agb-217	334	6	d.	d.	PROPN
agb-217	334	7	r.	r.	PROPN
agb-217	334	8	(	(	PUNCT
agb-217	334	9	1972	1972	NUM
agb-217	334	10	)	)	PUNCT
agb-217	334	11	.	.	PUNCT
agb-217	335	1	regression	regression	NOUN
agb-217	335	2	models	model	NOUN
agb-217	335	3	and	and	CCONJ
agb-217	335	4	life‐tables	life‐table	NOUN
agb-217	335	5	.	.	PUNCT
agb-217	336	1	journal	journal	NOUN
agb-217	336	2	of	of	ADP
agb-217	336	3	the	the	DET
agb-217	336	4	royal	royal	ADJ
agb-217	336	5	statistical	statistical	ADJ
agb-217	336	6	society	society	NOUN
agb-217	336	7	:	:	PUNCT
agb-217	336	8	series	series	PROPN
agb-217	336	9	b	b	PROPN
agb-217	336	10	(	(	PUNCT
agb-217	336	11	methodological	methodological	ADJ
agb-217	336	12	)	)	PUNCT
agb-217	336	13	,	,	PUNCT
agb-217	336	14	34(2	34(2	NUM
agb-217	336	15	)	)	PUNCT
agb-217	336	16	,	,	PUNCT
agb-217	336	17	187	187	NUM
agb-217	336	18	-	-	SYM
agb-217	336	19	202	202	NUM
agb-217	336	20	.	.	PUNCT
agb-217	337	1	doi	doi	NOUN
agb-217	337	2	:	:	PUNCT
agb-217	337	3	https://doi.org/10.1111/j.2517-6161.1972.tb00899.x	https://doi.org/10.1111/j.2517-6161.1972.tb00899.x	PROPN
agb-217	337	4	cressie	cressie	PROPN
agb-217	337	5	,	,	PUNCT
agb-217	337	6	n.	n.	NOUN
agb-217	337	7	(	(	PUNCT
agb-217	337	8	2015	2015	NUM
agb-217	337	9	)	)	PUNCT
agb-217	337	10	.	.	PUNCT
agb-217	338	1	statistics	statistic	NOUN
agb-217	338	2	for	for	ADP
agb-217	338	3	spatial	spatial	ADJ
agb-217	338	4	data	datum	NOUN
agb-217	338	5	.	.	PUNCT
agb-217	339	1	john	john	PROPN
agb-217	339	2	wiley	wiley	PROPN
agb-217	339	3	&	&	CCONJ
agb-217	339	4	sons	son	NOUN
agb-217	339	5	.	.	PUNCT
agb-217	340	1	de	de	PROPN
agb-217	340	2	souza	souza	PROPN
agb-217	340	3	,	,	PUNCT
agb-217	340	4	m.	m.	NOUN
agb-217	340	5	a.	a.	PROPN
agb-217	340	6	,	,	PUNCT
agb-217	340	7	armstrong	armstrong	PROPN
agb-217	340	8	,	,	PUNCT
agb-217	340	9	j.	j.	PROPN
agb-217	340	10	s.	s.	PROPN
agb-217	340	11	,	,	PUNCT
agb-217	340	12	hoback	hoback	PROPN
agb-217	340	13	,	,	PUNCT
agb-217	340	14	w.	w.	PROPN
agb-217	340	15	w.	w.	PROPN
agb-217	340	16	,	,	PUNCT
agb-217	340	17	mulder	mulder	NOUN
agb-217	340	18	,	,	PUNCT
agb-217	340	19	p.	p.	PROPN
agb-217	340	20	g.	g.	PROPN
agb-217	340	21	,	,	PUNCT
agb-217	340	22	paudyal	paudyal	PROPN
agb-217	340	23	,	,	PUNCT
agb-217	340	24	s.	s.	PROPN
agb-217	340	25	,	,	PUNCT
agb-217	340	26	foster	foster	PROPN
agb-217	340	27	,	,	PUNCT
agb-217	340	28	j.	j.	PROPN
agb-217	340	29	e.	e.	PROPN
agb-217	340	30	,	,	PUNCT
agb-217	340	31	et	et	PROPN
agb-217	340	32	al	al	PROPN
agb-217	340	33	.	.	PROPN
agb-217	341	1	(	(	PUNCT
agb-217	341	2	2019	2019	NUM
agb-217	341	3	)	)	PUNCT
agb-217	341	4	.	.	PUNCT
agb-217	342	1	temperature	temperature	NOUN
agb-217	342	2	dependent	dependent	ADJ
agb-217	342	3	development	development	NOUN
agb-217	342	4	of	of	ADP
agb-217	342	5	sugarcane	sugarcane	NOUN
agb-217	342	6	aphids	aphids	PROPN
agb-217	342	7	melanaphis	melanaphis	PRON
agb-217	342	8	sacchari	sacchari	NOUN
agb-217	342	9	,	,	PUNCT
agb-217	342	10	(	(	PUNCT
agb-217	342	11	hemiptera	hemiptera	NOUN
agb-217	342	12	:	:	PUNCT
agb-217	342	13	aphididae	aphididae	NOUN
agb-217	342	14	)	)	PUNCT
agb-217	342	15	on	on	ADP
agb-217	342	16	three	three	NUM
agb-217	342	17	different	different	ADJ
agb-217	342	18	host	host	NOUN
agb-217	342	19	plants	plant	NOUN
agb-217	342	20	with	with	ADP
agb-217	342	21	estimates	estimate	NOUN
agb-217	342	22	of	of	ADP
agb-217	342	23	the	the	DET
agb-217	342	24	lower	low	ADJ
agb-217	342	25	and	and	CCONJ
agb-217	342	26	upper	upper	ADJ
agb-217	342	27	threshold	threshold	NOUN
agb-217	342	28	for	for	ADP
agb-217	342	29	fecundity	fecundity	NOUN
agb-217	342	30	.	.	PUNCT
agb-217	343	1	current	current	ADJ
agb-217	343	2	trends	trend	NOUN
agb-217	343	3	in	in	ADP
agb-217	343	4	entomology	entomology	NOUN
agb-217	343	5	and	and	CCONJ
agb-217	343	6	zoological	zoological	ADJ
agb-217	343	7	studies	study	NOUN
agb-217	343	8	,	,	PUNCT
agb-217	343	9	2(1011	2(1011	NUM
agb-217	343	10	)	)	PUNCT
agb-217	343	11	.	.	PUNCT
agb-217	344	1	doi	doi	PROPN
agb-217	344	2	:	:	PUNCT
agb-217	344	3	https://doi.org/10.29011/ctezs-1011.001011	https://doi.org/10.29011/ctezs-1011.001011	PROPN
agb-217	344	4	efron	efron	PROPN
agb-217	344	5	,	,	PUNCT
agb-217	344	6	b.	b.	PROPN
agb-217	344	7	(	(	PUNCT
agb-217	344	8	1977	1977	NUM
agb-217	344	9	)	)	PUNCT
agb-217	344	10	.	.	PUNCT
agb-217	345	1	the	the	DET
agb-217	345	2	efficiency	efficiency	NOUN
agb-217	345	3	of	of	ADP
agb-217	345	4	cox	cox	PROPN
agb-217	345	5	's	's	PART
agb-217	345	6	likelihood	likelihood	NOUN
agb-217	345	7	function	function	NOUN
agb-217	345	8	for	for	ADP
agb-217	345	9	censored	censored	ADJ
agb-217	345	10	data	datum	NOUN
agb-217	345	11	.	.	PUNCT
agb-217	346	1	journal	journal	NOUN
agb-217	346	2	of	of	ADP
agb-217	346	3	the	the	DET
agb-217	346	4	american	american	PROPN
agb-217	346	5	statistical	statistical	PROPN
agb-217	346	6	association	association	PROPN
agb-217	346	7	,	,	PUNCT
agb-217	346	8	72(359	72(359	NOUN
agb-217	346	9	)	)	PUNCT
agb-217	346	10	,	,	PUNCT
agb-217	346	11	557	557	NUM
agb-217	346	12	-	-	SYM
agb-217	346	13	565	565	NUM
agb-217	346	14	.	.	PUNCT
agb-217	347	1	doi	doi	NOUN
agb-217	347	2	:	:	PUNCT
agb-217	347	3	https://doi.org/10.1080/01621459.1977.10480613	https://doi.org/10.1080/01621459.1977.10480613	PROPN
agb-217	347	4	elliot	elliot	PROPN
agb-217	347	5	,	,	PUNCT
agb-217	347	6	norman	norman	PROPN
agb-217	347	7	.	.	PUNCT
agb-217	348	1	(	(	PUNCT
agb-217	348	2	2021	2021	NUM
agb-217	348	3	)	)	PUNCT
agb-217	348	4	.	.	PUNCT
agb-217	349	1	personal	personal	ADJ
agb-217	349	2	communication	communication	NOUN
agb-217	349	3	.	.	PUNCT
agb-217	350	1	research	research	NOUN
agb-217	350	2	biologist	biologist	NOUN
agb-217	350	3	,	,	PUNCT
agb-217	350	4	united	united	PROPN
agb-217	350	5	states	states	PROPN
agb-217	350	6	department	department	PROPN
agb-217	350	7	of	of	ADP
agb-217	350	8	agriculture	agriculture	NOUN
agb-217	350	9	-	-	PUNCT
agb-217	350	10	agricultural	agricultural	ADJ
agb-217	350	11	research	research	NOUN
agb-217	350	12	service	service	NOUN
agb-217	350	13	,	,	PUNCT
agb-217	350	14	1301	1301	NUM
agb-217	350	15	n.	n.	PROPN
agb-217	350	16	western	western	PROPN
agb-217	350	17	rd	rd	PROPN
agb-217	350	18	.	.	PUNCT
agb-217	350	19	stillwater	stillwater	PROPN
agb-217	350	20	,	,	PUNCT
agb-217	350	21	ok	ok	INTJ
agb-217	350	22	,	,	PUNCT
agb-217	350	23	74075	74075	NUM
agb-217	350	24	,	,	PUNCT
agb-217	350	25	norman.elliott@usda.gov	norman.elliott@usda.gov	ADJ
agb-217	350	26	george	george	PROPN
agb-217	350	27	,	,	PUNCT
agb-217	350	28	b.	b.	PROPN
agb-217	350	29	,	,	PUNCT
agb-217	350	30	seals	seal	NOUN
agb-217	350	31	,	,	PUNCT
agb-217	350	32	s.	s.	PROPN
agb-217	350	33	,	,	PUNCT
agb-217	350	34	&	&	CCONJ
agb-217	350	35	aban	aban	PROPN
agb-217	350	36	,	,	PUNCT
agb-217	350	37	i.	i.	PROPN
agb-217	350	38	(	(	PUNCT
agb-217	350	39	2014	2014	NUM
agb-217	350	40	)	)	PUNCT
agb-217	350	41	.	.	PUNCT
agb-217	351	1	survival	survival	NOUN
agb-217	351	2	analysis	analysis	NOUN
agb-217	351	3	and	and	CCONJ
agb-217	351	4	regression	regression	NOUN
agb-217	351	5	models	model	NOUN
agb-217	351	6	.	.	PUNCT
agb-217	352	1	journal	journal	NOUN
agb-217	352	2	of	of	ADP
agb-217	352	3	nuclear	nuclear	ADJ
agb-217	352	4	cardiology	cardiology	NOUN
agb-217	352	5	,	,	PUNCT
agb-217	352	6	21	21	NUM
agb-217	352	7	,	,	PUNCT
agb-217	352	8	686	686	NUM
agb-217	352	9	-	-	SYM
agb-217	352	10	694	694	NUM
agb-217	352	11	.	.	PUNCT
agb-217	353	1	doi	doi	NOUN
agb-217	353	2	:	:	PUNCT
agb-217	353	3	https://doi.org/10.1007/s12350-014-9908-2	https://doi.org/10.1007/s12350-014-9908-2	NUM
agb-217	353	4	gonçalves	gonçalve	NOUN
agb-217	353	5	,	,	PUNCT
agb-217	353	6	m.	m.	NOUN
agb-217	353	7	c.	c.	PROPN
agb-217	353	8	(	(	PUNCT
agb-217	353	9	2005	2005	NUM
agb-217	353	10	)	)	PUNCT
agb-217	353	11	.	.	PUNCT
agb-217	354	1	main	main	ADJ
agb-217	354	2	viruses	virus	NOUN
agb-217	354	3	of	of	ADP
agb-217	354	4	sugarcane	sugarcane	NOUN
agb-217	354	5	.	.	PUNCT
agb-217	355	1	são	são	PROPN
agb-217	355	2	paulo	paulo	PROPN
agb-217	355	3	:	:	PUNCT
agb-217	355	4	instituto	instituto	PROPN
agb-217	355	5	biológico	biológico	PROPN
agb-217	355	6	.	.	PUNCT
agb-217	356	1	retrieved	retrieve	VERB
agb-217	356	2	from	from	ADP
agb-217	356	3	http://repositoriobiologico.com.br//jspui/handle/	http://repositoriobiologico.com.br//jspui/handle/	PROPN
agb-217	356	4	123456789/328	123456789/328	PROPN
agb-217	356	5	hawkins	hawkin	NOUN
agb-217	356	6	,	,	PUNCT
agb-217	356	7	s.	s.	PROPN
agb-217	356	8	,	,	PUNCT
agb-217	356	9	massey	massey	PROPN
agb-217	356	10	,	,	PUNCT
agb-217	356	11	b.	b.	PROPN
agb-217	356	12	,	,	PUNCT
agb-217	356	13	hodges	hodge	NOUN
agb-217	356	14	,	,	PUNCT
agb-217	356	15	m.	m.	NOUN
agb-217	356	16	,	,	PUNCT
agb-217	356	17	&	&	CCONJ
agb-217	356	18	williams	williams	PROPN
agb-217	356	19	,	,	PUNCT
agb-217	356	20	e.	e.	PROPN
agb-217	356	21	(	(	PUNCT
agb-217	356	22	2004	2004	NUM
agb-217	356	23	)	)	PUNCT
agb-217	356	24	.	.	PUNCT
agb-217	357	1	grain	grain	NOUN
agb-217	357	2	sorghum	sorghum	NOUN
agb-217	357	3	production	production	NOUN
agb-217	357	4	calendar	calendar	NOUN
agb-217	357	5	.	.	PUNCT
agb-217	358	1	oklahoma	oklahoma	PROPN
agb-217	358	2	cooperative	cooperative	ADJ
agb-217	358	3	extension	extension	NOUN
agb-217	358	4	service	service	NOUN
agb-217	358	5	.	.	PUNCT
agb-217	359	1	retrieved	retrieve	VERB
agb-217	359	2	from	from	ADP
agb-217	359	3	https://shareok.org/bitstream/handle/11244/317949/	https://shareok.org/bitstream/handle/11244/317949/	PROPN
agb-217	359	4	oksa_pss_2113_2004-06.pdf	oksa_pss_2113_2004-06.pdf	PROPN
agb-217	359	5	irwin	irwin	PROPN
agb-217	359	6	,	,	PUNCT
agb-217	359	7	m.	m.	PROPN
agb-217	359	8	e.	e.	PROPN
agb-217	359	9	,	,	PUNCT
agb-217	359	10	kampmeier	kampmeier	NOUN
agb-217	359	11	,	,	PUNCT
agb-217	359	12	g.	g.	PROPN
agb-217	359	13	e.	e.	PROPN
agb-217	359	14	,	,	PUNCT
agb-217	359	15	&	&	CCONJ
agb-217	359	16	weisser	weisser	PROPN
agb-217	359	17	,	,	PUNCT
agb-217	359	18	w.	w.	PROPN
agb-217	359	19	w.	w.	PROPN
agb-217	359	20	(	(	PUNCT
agb-217	359	21	2007	2007	NUM
agb-217	359	22	)	)	PUNCT
agb-217	359	23	.	.	PUNCT
agb-217	360	1	aphid	aphid	NOUN
agb-217	360	2	movement	movement	NOUN
agb-217	360	3	:	:	PUNCT
agb-217	360	4	process	process	NOUN
agb-217	360	5	and	and	CCONJ
agb-217	360	6	consequences	consequence	NOUN
agb-217	360	7	.	.	PUNCT
agb-217	361	1	in	in	ADP
agb-217	361	2	h.	h.	PROPN
agb-217	361	3	f.	f.	PROPN
agb-217	361	4	van	van	PROPN
agb-217	361	5	emden	emden	PROPN
agb-217	361	6	&	&	CCONJ
agb-217	361	7	r.	r.	PROPN
agb-217	361	8	harrington	harrington	PROPN
agb-217	361	9	(	(	PUNCT
agb-217	361	10	eds	eds	PROPN
agb-217	361	11	.	.	PUNCT
agb-217	361	12	)	)	PUNCT
agb-217	361	13	,	,	PUNCT
agb-217	361	14	aphids	aphid	NOUN
agb-217	361	15	as	as	ADP
agb-217	361	16	crop	crop	NOUN
agb-217	361	17	pests	pest	NOUN
agb-217	361	18	(	(	PUNCT
agb-217	361	19	pp	pp	ADJ
agb-217	361	20	.	.	PUNCT
agb-217	362	1	153	153	NUM
agb-217	362	2	-	-	SYM
agb-217	362	3	186	186	NUM
agb-217	362	4	)	)	PUNCT
agb-217	362	5	.	.	PUNCT
agb-217	363	1	cabi	cabi	PROPN
agb-217	363	2	.	.	PUNCT
agb-217	364	1	doi	doi	PROPN
agb-217	364	2	:	:	PUNCT
agb-217	364	3	https://doi.org/10.1079/9780851998190.0153	https://doi.org/10.1079/9780851998190.0153	VERB
agb-217	364	4	isard	isard	ADV
agb-217	364	5	,	,	PUNCT
agb-217	364	6	s.	s.	PROPN
agb-217	364	7	a.	a.	PROPN
agb-217	364	8	,	,	PUNCT
agb-217	364	9	&	&	CCONJ
agb-217	364	10	gage	gage	PROPN
agb-217	364	11	,	,	PUNCT
agb-217	364	12	s.	s.	PROPN
agb-217	364	13	h.	h.	PROPN
agb-217	364	14	(	(	PUNCT
agb-217	364	15	2001	2001	NUM
agb-217	364	16	)	)	PUNCT
agb-217	364	17	.	.	PUNCT
agb-217	365	1	flow	flow	NOUN
agb-217	365	2	of	of	ADP
agb-217	365	3	life	life	NOUN
agb-217	365	4	in	in	ADP
agb-217	365	5	the	the	DET
agb-217	365	6	atmosphere	atmosphere	NOUN
agb-217	365	7	:	:	PUNCT
agb-217	365	8	an	an	DET
agb-217	365	9	airscape	airscape	NOUN
agb-217	365	10	approach	approach	NOUN
agb-217	365	11	to	to	ADP
agb-217	365	12	understanding	understand	VERB
agb-217	365	13	invasive	invasive	ADJ
agb-217	365	14	organisms	organism	NOUN
agb-217	365	15	.	.	PUNCT
agb-217	366	1	michigan	michigan	PROPN
agb-217	366	2	state	state	PROPN
agb-217	366	3	university	university	PROPN
agb-217	366	4	press	press	NOUN
agb-217	366	5	.	.	PUNCT
agb-217	367	1	retrieved	retrieve	VERB
agb-217	367	2	from	from	ADP
agb-217	367	3	https://lter.kbs.msu.edu/citations/2643	https://lter.kbs.msu.edu/citations/2643	PROPN
agb-217	367	4	isard	isard	ADV
agb-217	367	5	,	,	PUNCT
agb-217	367	6	s.	s.	PROPN
agb-217	367	7	a.	a.	PROPN
agb-217	367	8	,	,	PUNCT
agb-217	367	9	irwin	irwin	PROPN
agb-217	367	10	,	,	PUNCT
agb-217	367	11	m.	m.	PROPN
agb-217	367	12	e.	e.	PROPN
agb-217	367	13	,	,	PUNCT
agb-217	367	14	carter	carter	PROPN
agb-217	367	15	,	,	PUNCT
agb-217	367	16	m.	m.	NOUN
agb-217	367	17	,	,	PUNCT
agb-217	367	18	&	&	CCONJ
agb-217	367	19	holtzer	holtzer	NOUN
agb-217	367	20	,	,	PUNCT
agb-217	367	21	t.	t.	NOUN
agb-217	367	22	o.	o.	PROPN
agb-217	367	23	(	(	PUNCT
agb-217	367	24	1994	1994	NUM
agb-217	367	25	)	)	PUNCT
agb-217	367	26	.	.	PUNCT
agb-217	368	1	temperature	temperature	NOUN
agb-217	368	2	stratification	stratification	NOUN
agb-217	368	3	and	and	CCONJ
agb-217	368	4	insect	insect	NOUN
agb-217	368	5	layer	layer	NOUN
agb-217	368	6	concentrations	concentration	NOUN
agb-217	368	7	:	:	PUNCT
agb-217	368	8	a	a	DET
agb-217	368	9	preliminary	preliminary	ADJ
agb-217	368	10	analysis	analysis	NOUN
agb-217	368	11	of	of	ADP
agb-217	368	12	atmospheric	atmospheric	ADJ
agb-217	368	13	measurements	measurement	NOUN
agb-217	368	14	and	and	CCONJ
agb-217	368	15	concurrent	concurrent	ADJ
agb-217	368	16	aerial	aerial	ADJ
agb-217	368	17	insect	insect	NOUN
agb-217	368	18	collections	collection	NOUN
agb-217	368	19	from	from	ADP
agb-217	368	20	northeastern	northeastern	ADJ
agb-217	368	21	colorado	colorado	PROPN
agb-217	368	22	and	and	CCONJ
agb-217	368	23	east	east	PROPN
agb-217	368	24	central	central	PROPN
agb-217	368	25	illinois	illinois	PROPN
agb-217	368	26	.	.	PUNCT
agb-217	369	1	in	in	ADP
agb-217	369	2	21st	21st	ADJ
agb-217	369	3	conference	conference	NOUN
agb-217	369	4	on	on	ADP
agb-217	369	5	agricultural	agricultural	ADJ
agb-217	369	6	and	and	CCONJ
agb-217	369	7	forest	forest	NOUN
agb-217	369	8	meteorology	meteorology	NOUN
agb-217	369	9	and	and	CCONJ
agb-217	369	10	the	the	DET
agb-217	369	11	11th	11th	ADJ
agb-217	369	12	conference	conference	NOUN
agb-217	369	13	on	on	ADP
agb-217	369	14	biometeorology	biometeorology	NOUN
agb-217	369	15	and	and	CCONJ
agb-217	369	16	aerobiology	aerobiology	NOUN
agb-217	369	17	(	(	PUNCT
agb-217	369	18	pp	pp	ADJ
agb-217	369	19	.	.	PUNCT
agb-217	370	1	407	407	NUM
agb-217	370	2	-	-	SYM
agb-217	370	3	410	410	NUM
agb-217	370	4	)	)	PUNCT
agb-217	370	5	.	.	PUNCT
agb-217	371	1	klueken	klueken	PROPN
agb-217	371	2	,	,	PUNCT
agb-217	371	3	a.	a.	PROPN
agb-217	371	4	,	,	PUNCT
agb-217	371	5	hau	hau	PROPN
agb-217	371	6	,	,	PUNCT
agb-217	371	7	b.	b.	PROPN
agb-217	371	8	,	,	PUNCT
agb-217	371	9	ulber	ulber	PROPN
agb-217	371	10	,	,	PUNCT
agb-217	371	11	b.	b.	PROPN
agb-217	371	12	,	,	PUNCT
agb-217	371	13	&	&	CCONJ
agb-217	371	14	poehling	poehling	NOUN
agb-217	371	15	,	,	PUNCT
agb-217	371	16	h.	h.	PROPN
agb-217	371	17	m.	m.	NOUN
agb-217	371	18	(	(	PUNCT
agb-217	371	19	2009	2009	NUM
agb-217	371	20	)	)	PUNCT
agb-217	371	21	.	.	PUNCT
agb-217	372	1	forecasting	forecasting	NOUN
agb-217	372	2	migration	migration	NOUN
agb-217	372	3	of	of	ADP
agb-217	372	4	cereal	cereal	NOUN
agb-217	372	5	aphids	aphid	NOUN
agb-217	372	6	(	(	PUNCT
agb-217	372	7	hemiptera	hemiptera	NOUN
agb-217	372	8	:	:	PUNCT
agb-217	372	9	aphididae	aphididae	NOUN
agb-217	372	10	)	)	PUNCT
agb-217	372	11	in	in	ADP
agb-217	372	12	autumn	autumn	NOUN
agb-217	372	13	and	and	CCONJ
agb-217	372	14	spring	spring	NOUN
agb-217	372	15	.	.	PUNCT
agb-217	373	1	journal	journal	PROPN
agb-217	373	2	of	of	ADP
agb-217	373	3	applied	apply	VERB
agb-217	373	4	entomology	entomology	NOUN
agb-217	373	5	,	,	PUNCT
agb-217	373	6	133(5	133(5	NUM
agb-217	373	7	)	)	PUNCT
agb-217	373	8	,	,	PUNCT
agb-217	373	9	328	328	NUM
agb-217	373	10	-	-	SYM
agb-217	373	11	344	344	NUM
agb-217	373	12	.	.	PUNCT
agb-217	374	1	doi	doi	PROPN
agb-217	374	2	:	:	PUNCT
agb-217	374	3	https://doi.org/10.1111/j.1439-0418.2009.01387.x	https://doi.org/10.1111/j.1439-0418.2009.01387.x	PROPN
agb-217	374	4	https://www.sas.com/storefront/aux/en/spsurvivalanly/61339_excerpt.pdf	https://www.sas.com/storefront/aux/en/spsurvivalanly/61339_excerpt.pdf	PROPN
agb-217	374	5	https://www.sas.com/storefront/aux/en/spsurvivalanly/61339_excerpt.pdf	https://www.sas.com/storefront/aux/en/spsurvivalanly/61339_excerpt.pdf	PROPN
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agb-217	376	14	)	)	PUNCT
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agb-217	376	17	|	|	CCONJ
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agb-217	376	49	a.	a.	PROPN
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agb-217	376	57	)	)	PUNCT
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agb-217	377	14	-	-	NOUN
agb-217	377	15	proportionality	proportionality	NOUN
agb-217	377	16	in	in	ADP
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agb-217	377	26	.	.	PUNCT
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agb-217	378	2	musculoskeletal	musculoskeletal	ADJ
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agb-217	378	4	,	,	PUNCT
agb-217	378	5	22(1	22(1	NUM
agb-217	378	6	)	)	PUNCT
agb-217	378	7	,	,	PUNCT
agb-217	378	8	489	489	NUM
agb-217	378	9	.	.	PUNCT
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agb-217	379	5	,	,	PUNCT
agb-217	379	6	j.	j.	PROPN
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agb-217	379	9	,	,	PUNCT
agb-217	379	10	vega	vega	PROPN
agb-217	379	11	,	,	PUNCT
agb-217	379	12	j.	j.	PROPN
agb-217	379	13	,	,	PUNCT
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agb-217	379	15	,	,	PUNCT
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agb-217	379	17	,	,	PUNCT
agb-217	379	18	krugner	krugner	PROPN
agb-217	379	19	,	,	PUNCT
agb-217	379	20	r.	r.	PROPN
agb-217	379	21	,	,	PUNCT
agb-217	379	22	&	&	CCONJ
agb-217	379	23	navas	navas	PROPN
agb-217	379	24	,	,	PUNCT
agb-217	379	25	s.	s.	PROPN
agb-217	379	26	(	(	PUNCT
agb-217	379	27	1997	1997	NUM
agb-217	379	28	)	)	PUNCT
agb-217	379	29	.	.	PUNCT
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agb-217	380	2	transmission	transmission	NOUN
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agb-217	380	4	a	a	DET
agb-217	380	5	virus	virus	NOUN
agb-217	380	6	associated	associate	VERB
agb-217	380	7	with	with	ADP
agb-217	380	8	sugarcane	sugarcane	NOUN
agb-217	380	9	yellow	yellow	ADJ
agb-217	380	10	leaf	leaf	NOUN
agb-217	380	11	disease	disease	NOUN
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agb-217	381	3	,	,	PUNCT
agb-217	381	4	22(supl	22(supl	NUM
agb-217	381	5	.	.	PUNCT
agb-217	381	6	)	)	PUNCT
agb-217	381	7	,	,	PUNCT
agb-217	381	8	337	337	NUM
agb-217	381	9	.	.	PUNCT
agb-217	381	10	retrieved	retrieve	VERB
agb-217	381	11	from	from	ADP
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agb-217	381	14	.	.	PUNCT
agb-217	382	1	(	(	PUNCT
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agb-217	382	3	)	)	PUNCT
agb-217	382	4	.	.	PUNCT
agb-217	383	1	available	available	ADJ
agb-217	383	2	on	on	ADP
agb-217	383	3	the	the	DET
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agb-217	383	6	web	web	NOUN
agb-217	383	7	:	:	PUNCT
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agb-217	383	22	j.	j.	PROPN
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agb-217	383	33	&	&	CCONJ
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agb-217	383	35	,	,	PUNCT
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agb-217	383	38	(	(	PUNCT
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agb-217	383	40	)	)	PUNCT
agb-217	383	41	.	.	PUNCT
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agb-217	384	6	(	(	PUNCT
agb-217	384	7	homoptera	homoptera	NOUN
agb-217	384	8	:	:	PUNCT
agb-217	384	9	aphididae	aphididae	NOUN
agb-217	384	10	)	)	PUNCT
agb-217	384	11	in	in	ADP
agb-217	384	12	response	response	NOUN
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agb-217	384	14	leaf	leaf	NOUN
agb-217	384	15	disturbances	disturbance	NOUN
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agb-217	384	21	.	.	PUNCT
agb-217	385	1	annals	annal	NOUN
agb-217	385	2	of	of	ADP
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agb-217	385	5	-	-	PUNCT
agb-217	385	6	aab	aab	NOUN
agb-217	385	7	,	,	PUNCT
agb-217	385	8	126(3	126(3	NUM
agb-217	385	9	)	)	PUNCT
agb-217	385	10	,	,	PUNCT
agb-217	385	11	417	417	NUM
agb-217	385	12	-	-	SYM
agb-217	385	13	427	427	NUM
agb-217	385	14	.	.	PUNCT
agb-217	386	1	doi	doi	NOUN
agb-217	386	2	:	:	PUNCT
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agb-217	386	4	marini	marini	PROPN
agb-217	386	5	,	,	PUNCT
agb-217	386	6	g.	g.	PROPN
agb-217	386	7	,	,	PUNCT
agb-217	386	8	rizzoli	rizzoli	PROPN
agb-217	386	9	,	,	PUNCT
agb-217	386	10	a.	a.	PROPN
agb-217	386	11	,	,	PUNCT
agb-217	386	12	&	&	CCONJ
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agb-217	386	14	,	,	PUNCT
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agb-217	386	16	(	(	PUNCT
agb-217	386	17	2022	2022	NUM
agb-217	386	18	)	)	PUNCT
agb-217	386	19	.	.	PUNCT
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agb-217	387	4	dynamics	dynamic	NOUN
agb-217	387	5	as	as	ADP
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agb-217	387	9	zoonotic	zoonotic	ADJ
agb-217	387	10	disease	disease	NOUN
agb-217	387	11	transmission	transmission	NOUN
agb-217	387	12	.	.	PUNCT
agb-217	388	1	international	international	ADJ
agb-217	388	2	journal	journal	NOUN
agb-217	388	3	of	of	ADP
agb-217	388	4	infectious	infectious	ADJ
agb-217	388	5	diseases	disease	NOUN
agb-217	388	6	,	,	PUNCT
agb-217	388	7	116	116	NUM
agb-217	388	8	,	,	PUNCT
agb-217	388	9	s70	s70	NOUN
agb-217	388	10	.	.	PUNCT
agb-217	389	1	doi	doi	NOUN
agb-217	389	2	:	:	PUNCT
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agb-217	389	5	,	,	PUNCT
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agb-217	389	8	(	(	PUNCT
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agb-217	389	10	)	)	PUNCT
agb-217	389	11	.	.	PUNCT
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agb-217	390	8	sorghum	sorghum	NOUN
agb-217	390	9	.	.	PUNCT
agb-217	391	1	sorghum	sorghum	NOUN
agb-217	391	2	newsl	newsl	NOUN
agb-217	391	3	,	,	PUNCT
agb-217	391	4	26	26	NUM
agb-217	391	5	,	,	PUNCT
agb-217	391	6	76	76	NUM
agb-217	391	7	.	.	PUNCT
agb-217	392	1	motulsky	motulsky	PROPN
agb-217	392	2	,	,	PUNCT
agb-217	392	3	h.	h.	PROPN
agb-217	392	4	(	(	PUNCT
agb-217	392	5	2014	2014	NUM
agb-217	392	6	)	)	PUNCT
agb-217	392	7	.	.	PUNCT
agb-217	393	1	intuitive	intuitive	ADJ
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agb-217	393	3	:	:	PUNCT
agb-217	393	4	a	a	DET
agb-217	393	5	nonmathematical	nonmathematical	ADJ
agb-217	393	6	guide	guide	NOUN
agb-217	393	7	to	to	ADP
agb-217	393	8	statistical	statistical	ADJ
agb-217	393	9	thinking	thinking	NOUN
agb-217	393	10	.	.	PUNCT
agb-217	394	1	oxford	oxford	PROPN
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agb-217	394	4	,	,	PUNCT
agb-217	394	5	usa	usa	PROPN
agb-217	394	6	.	.	PROPN
agb-217	394	7	retrieved	retrieve	VERB
agb-217	394	8	from	from	ADP
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agb-217	394	11	,	,	PUNCT
agb-217	394	12	t.	t.	PROPN
agb-217	394	13	(	(	PUNCT
agb-217	394	14	1992	1992	NUM
agb-217	394	15	)	)	PUNCT
agb-217	394	16	.	.	PUNCT
agb-217	395	1	proportional	proportional	ADJ
agb-217	395	2	hazards	hazard	NOUN
agb-217	395	3	model	model	NOUN
agb-217	395	4	with	with	ADP
agb-217	395	5	covariates	covariate	NOUN
agb-217	395	6	subject	subject	ADJ
agb-217	395	7	to	to	ADP
agb-217	395	8	measurement	measurement	NOUN
agb-217	395	9	error	error	NOUN
agb-217	395	10	.	.	PUNCT
agb-217	396	1	biometrics	biometric	NOUN
agb-217	396	2	,	,	PUNCT
agb-217	396	3	48(3	48(3	PROPN
agb-217	396	4	)	)	PUNCT
agb-217	396	5	,	,	PUNCT
agb-217	396	6	829	829	NUM
agb-217	396	7	-	-	SYM
agb-217	396	8	838	838	NUM
agb-217	396	9	.	.	PUNCT
agb-217	397	1	doi	doi	NOUN
agb-217	397	2	:	:	PUNCT
agb-217	397	3	https://doi.org/10.2307/2532348	https://doi.org/10.2307/2532348	PROPN
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agb-217	397	5	,	,	PUNCT
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agb-217	397	7	(	(	PUNCT
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agb-217	397	9	)	)	PUNCT
agb-217	397	10	.	.	PUNCT
agb-217	398	1	the	the	DET
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agb-217	398	4	winged	wing	VERB
agb-217	398	5	viviparous	viviparous	ADJ
agb-217	398	6	female	female	NOUN
agb-217	398	7	in	in	ADP
agb-217	398	8	aphid	aphid	PROPN
agb-217	398	9	vi	vi	PROPN
agb-217	398	10	.	.	NOUN
agb-217	398	11	difference	difference	NOUN
agb-217	398	12	in	in	ADP
agb-217	398	13	the	the	DET
agb-217	398	14	rate	rate	NOUN
agb-217	398	15	of	of	ADP
agb-217	398	16	development	development	NOUN
agb-217	398	17	between	between	ADP
agb-217	398	18	the	the	DET
agb-217	398	19	winged	wing	VERB
agb-217	398	20	and	and	CCONJ
agb-217	398	21	the	the	DET
agb-217	398	22	unwinged	unwinged	ADJ
agb-217	398	23	forms	form	NOUN
agb-217	398	24	.	.	PUNCT
agb-217	399	1	japanese	japanese	ADJ
agb-217	399	2	journal	journal	PROPN
agb-217	399	3	of	of	ADP
agb-217	399	4	ecology	ecology	NOUN
agb-217	399	5	,	,	PUNCT
agb-217	399	6	10(3	10(3	NUM
agb-217	399	7	)	)	PUNCT
agb-217	399	8	,	,	PUNCT
agb-217	399	9	97	97	NUM
agb-217	399	10	-	-	SYM
agb-217	399	11	102	102	NUM
agb-217	399	12	.	.	PUNCT
agb-217	400	1	doi	doi	PROPN
agb-217	400	2	:	:	PUNCT
agb-217	400	3	https://doi.org/10.18960/seitai.10.3_97	https://doi.org/10.18960/seitai.10.3_97	PROPN
agb-217	400	4	paramasivam	paramasivam	PROPN
agb-217	400	5	,	,	PUNCT
agb-217	400	6	c.	c.	PROPN
agb-217	400	7	r.	r.	PROPN
agb-217	400	8	,	,	PUNCT
agb-217	400	9	&	&	CCONJ
agb-217	400	10	venkatramanan	venkatramanan	PROPN
agb-217	400	11	,	,	PUNCT
agb-217	400	12	s.	s.	PROPN
agb-217	400	13	(	(	PUNCT
agb-217	400	14	2019	2019	NUM
agb-217	400	15	)	)	PUNCT
agb-217	400	16	.	.	PUNCT
agb-217	401	1	an	an	DET
agb-217	401	2	introduction	introduction	NOUN
agb-217	401	3	to	to	ADP
agb-217	401	4	various	various	ADJ
agb-217	401	5	spatial	spatial	ADJ
agb-217	401	6	analysis	analysis	NOUN
agb-217	401	7	techniques	technique	NOUN
agb-217	401	8	.	.	PUNCT
agb-217	402	1	in	in	ADP
agb-217	402	2	gis	gis	PROPN
agb-217	402	3	and	and	CCONJ
agb-217	402	4	geostatistical	geostatistical	ADJ
agb-217	402	5	techniques	technique	NOUN
agb-217	402	6	for	for	ADP
agb-217	402	7	groundwater	groundwater	NOUN
agb-217	402	8	science	science	NOUN
agb-217	402	9	(	(	PUNCT
agb-217	402	10	pp	pp	ADJ
agb-217	402	11	.	.	PUNCT
agb-217	402	12	23	23	NUM
agb-217	402	13	-	-	SYM
agb-217	402	14	30	30	NUM
agb-217	402	15	)	)	PUNCT
agb-217	402	16	.	.	PUNCT
agb-217	403	1	elsevier	elsevier	PROPN
agb-217	403	2	inc	inc	PROPN
agb-217	403	3	.	.	PROPN
agb-217	403	4	doi	doi	PROPN
agb-217	403	5	:	:	PUNCT
agb-217	403	6	https://doi.org/10.1016/b978-0-12-815413-7.00003-1	https://doi.org/10.1016/b978-0-12-815413-7.00003-1	ADJ
agb-217	403	7	setokuchi	setokuchi	NOUN
agb-217	403	8	,	,	PUNCT
agb-217	403	9	o.	o.	PROPN
agb-217	403	10	(	(	PUNCT
agb-217	403	11	1976	1976	NUM
agb-217	403	12	)	)	PUNCT
agb-217	403	13	.	.	PUNCT
agb-217	404	1	ecology	ecology	NOUN
agb-217	404	2	of	of	ADP
agb-217	404	3	longiunguis	longiunguis	PROPN
agb-217	404	4	sacchari	sacchari	PROPN
agb-217	404	5	(	(	PUNCT
agb-217	404	6	zehntner	zehntner	NOUN
agb-217	404	7	)	)	PUNCT
agb-217	404	8	(	(	PUNCT
agb-217	404	9	aphididae	aphididae	NOUN
agb-217	404	10	)	)	PUNCT
agb-217	404	11	infesting	infest	VERB
agb-217	404	12	sorghums	sorghum	NOUN
agb-217	404	13	.	.	PUNCT
agb-217	405	1	iv	iv	X
agb-217	405	2	.	.	PUNCT
agb-217	405	3	varietal	varietal	ADJ
agb-217	405	4	difference	difference	NOUN
agb-217	405	5	of	of	ADP
agb-217	405	6	sorghums	sorghum	NOUN
agb-217	405	7	in	in	ADP
agb-217	405	8	the	the	DET
agb-217	405	9	aphid	aphid	NOUN
agb-217	405	10	occurrence	occurrence	NOUN
agb-217	405	11	.	.	PUNCT
agb-217	406	1	in	in	ADP
agb-217	406	2	proceedings	proceeding	NOUN
agb-217	406	3	of	of	ADP
agb-217	406	4	the	the	DET
agb-217	406	5	association	association	NOUN
agb-217	406	6	for	for	ADP
agb-217	406	7	plant	plant	NOUN
agb-217	406	8	protection	protection	NOUN
agb-217	406	9	of	of	ADP
agb-217	406	10	kyushu	kyushu	PROPN
agb-217	406	11	(	(	PUNCT
agb-217	406	12	vol	vol	NOUN
agb-217	406	13	.	.	PROPN
agb-217	407	1	22	22	NUM
agb-217	407	2	,	,	PUNCT
agb-217	407	3	pp	pp	ADJ
agb-217	407	4	.	.	PUNCT
agb-217	408	1	139	139	NUM
agb-217	408	2	-	-	SYM
agb-217	408	3	141	141	NUM
agb-217	408	4	)	)	PUNCT
agb-217	408	5	.	.	PUNCT
agb-217	409	1	retrieved	retrieve	VERB
agb-217	409	2	from	from	ADP
agb-217	409	3	https://www.cabdirect.org/cabdirect/abstract/19770	https://www.cabdirect.org/cabdirect/abstract/19770	PROPN
agb-217	409	4	544555	544555	NUM
agb-217	409	5	singh	singh	PROPN
agb-217	409	6	,	,	PUNCT
agb-217	409	7	b.	b.	PROPN
agb-217	409	8	,	,	PUNCT
agb-217	409	9	padmaja	padmaja	NOUN
agb-217	409	10	,	,	PUNCT
agb-217	409	11	p.	p.	PROPN
agb-217	409	12	,	,	PUNCT
agb-217	409	13	&	&	CCONJ
agb-217	409	14	seetharama	seetharama	PROPN
agb-217	409	15	,	,	PUNCT
agb-217	409	16	n.	n.	PROPN
agb-217	409	17	(	(	PUNCT
agb-217	409	18	2004	2004	NUM
agb-217	409	19	)	)	PUNCT
agb-217	409	20	.	.	PUNCT
agb-217	410	1	biology	biology	NOUN
agb-217	410	2	and	and	CCONJ
agb-217	410	3	management	management	NOUN
agb-217	410	4	of	of	ADP
agb-217	410	5	the	the	DET
agb-217	410	6	sugarcane	sugarcane	NOUN
agb-217	410	7	aphid	aphid	NOUN
agb-217	410	8	,	,	PUNCT
agb-217	410	9	melanaphis	melanaphis	PRON
agb-217	410	10	sacchari	sacchari	NOUN
agb-217	410	11	(	(	PUNCT
agb-217	410	12	zehntner	zehntner	NOUN
agb-217	410	13	)	)	PUNCT
agb-217	410	14	(	(	PUNCT
agb-217	410	15	homoptera	homoptera	NOUN
agb-217	410	16	:	:	PUNCT
agb-217	410	17	aphididae	aphididae	NOUN
agb-217	410	18	)	)	PUNCT
agb-217	410	19	,	,	PUNCT
agb-217	410	20	in	in	ADP
agb-217	410	21	sorghum	sorghum	NOUN
agb-217	410	22	:	:	PUNCT
agb-217	410	23	a	a	DET
agb-217	410	24	review	review	NOUN
agb-217	410	25	.	.	PUNCT
agb-217	411	1	crop	crop	NOUN
agb-217	411	2	protection	protection	NOUN
agb-217	411	3	,	,	PUNCT
agb-217	411	4	23(9	23(9	NUM
agb-217	411	5	)	)	PUNCT
agb-217	411	6	,	,	PUNCT
agb-217	411	7	739	739	NUM
agb-217	411	8	-	-	SYM
agb-217	411	9	755	755	NUM
agb-217	411	10	.	.	PUNCT
agb-217	412	1	doi	doi	NOUN
agb-217	412	2	:	:	PUNCT
agb-217	412	3	https://doi.org/10.1016/j.cropro.2004.01.004	https://doi.org/10.1016/j.cropro.2004.01.004	NOUN
agb-217	412	4	souza	souza	NOUN
agb-217	412	5	,	,	PUNCT
agb-217	412	6	m.	m.	NOUN
agb-217	412	7	,	,	PUNCT
agb-217	412	8	&	&	CCONJ
agb-217	412	9	davis	davis	PROPN
agb-217	412	10	,	,	PUNCT
agb-217	412	11	j.	j.	PROPN
agb-217	412	12	a.	a.	PROPN
agb-217	412	13	(	(	PUNCT
agb-217	412	14	2020	2020	NUM
agb-217	412	15	)	)	PUNCT
agb-217	412	16	.	.	PUNCT
agb-217	413	1	potential	potential	ADJ
agb-217	413	2	population	population	NOUN
agb-217	413	3	growth	growth	NOUN
agb-217	413	4	of	of	ADP
agb-217	413	5	melanaphis	melanaphis	DET
agb-217	413	6	sacchari	sacchari	NOUN
agb-217	413	7	(	(	PUNCT
agb-217	413	8	zehntner	zehntner	NOUN
agb-217	413	9	)	)	PUNCT
agb-217	413	10	(	(	PUNCT
agb-217	413	11	hemiptera	hemiptera	NOUN
agb-217	413	12	:	:	PUNCT
agb-217	413	13	aphididae	aphididae	NOUN
agb-217	413	14	)	)	PUNCT
agb-217	413	15	under	under	ADP
agb-217	413	16	six	six	NUM
agb-217	413	17	constant	constant	ADJ
agb-217	413	18	temperatures	temperature	NOUN
agb-217	413	19	on	on	ADP
agb-217	413	20	grain	grain	NOUN
agb-217	413	21	sorghum	sorghum	NOUN
agb-217	413	22	(	(	PUNCT
agb-217	413	23	sorghum	sorghum	NOUN
agb-217	413	24	bicolor	bicolor	NOUN
agb-217	413	25	l.	l.	PROPN
agb-217	413	26	)	)	PUNCT
agb-217	413	27	.	.	PUNCT
agb-217	414	1	florida	florida	PROPN
agb-217	414	2	entomologist	entomologist	NOUN
agb-217	414	3	,	,	PUNCT
agb-217	414	4	103(1	103(1	NUM
agb-217	414	5	)	)	PUNCT
agb-217	414	6	,	,	PUNCT
agb-217	414	7	116	116	NUM
agb-217	414	8	-	-	SYM
agb-217	414	9	123	123	NUM
agb-217	414	10	.	.	PUNCT
agb-217	415	1	doi	doi	NOUN
agb-217	415	2	:	:	PUNCT
agb-217	415	3	https://doi.org/10.1653/024.103.0419	https://doi.org/10.1653/024.103.0419	PROPN
agb-217	415	4	suarez	suarez	PROPN
agb-217	415	5	,	,	PUNCT
agb-217	415	6	a.	a.	NOUN
agb-217	415	7	v.	v.	PROPN
agb-217	415	8	,	,	PUNCT
agb-217	415	9	holway	holway	PROPN
agb-217	415	10	,	,	PUNCT
agb-217	415	11	d.	d.	PROPN
agb-217	415	12	a.	a.	PROPN
agb-217	415	13	,	,	PUNCT
agb-217	415	14	&	&	CCONJ
agb-217	415	15	case	case	NOUN
agb-217	415	16	,	,	PUNCT
agb-217	415	17	t.	t.	PROPN
agb-217	415	18	j.	j.	PROPN
agb-217	415	19	(	(	PUNCT
agb-217	415	20	2001	2001	NUM
agb-217	415	21	)	)	PUNCT
agb-217	415	22	.	.	PUNCT
agb-217	416	1	patterns	pattern	NOUN
agb-217	416	2	of	of	ADP
agb-217	416	3	spread	spread	NOUN
agb-217	416	4	in	in	ADP
agb-217	416	5	biological	biological	ADJ
agb-217	416	6	invasions	invasion	NOUN
agb-217	416	7	dominated	dominate	VERB
agb-217	416	8	by	by	ADP
agb-217	416	9	long	long	ADJ
agb-217	416	10	-	-	PUNCT
agb-217	416	11	distance	distance	NOUN
agb-217	416	12	jump	jump	NOUN
agb-217	416	13	dispersal	dispersal	NOUN
agb-217	416	14	:	:	PUNCT
agb-217	416	15	insights	insight	NOUN
agb-217	416	16	from	from	ADP
agb-217	416	17	argentine	argentine	ADJ
agb-217	416	18	ants	ant	NOUN
agb-217	416	19	.	.	PUNCT
agb-217	417	1	proceedings	proceeding	NOUN
agb-217	417	2	of	of	ADP
agb-217	417	3	the	the	DET
agb-217	417	4	national	national	PROPN
agb-217	417	5	academy	academy	PROPN
agb-217	417	6	of	of	ADP
agb-217	417	7	sciences	sciences	PROPN
agb-217	417	8	,	,	PUNCT
agb-217	417	9	98(3	98(3	PROPN
agb-217	417	10	)	)	PUNCT
agb-217	417	11	,	,	PUNCT
agb-217	417	12	1095	1095	NUM
agb-217	417	13	-	-	SYM
agb-217	417	14	1100	1100	NUM
agb-217	417	15	.	.	PUNCT
agb-217	418	1	doi	doi	NOUN
agb-217	418	2	:	:	PUNCT
agb-217	418	3	https://doi.org/10.1073/pnas.98.3.1095	https://doi.org/10.1073/pnas.98.3.1095	PROPN
agb-217	418	4	tsuji	tsuji	PROPN
agb-217	418	5	,	,	PUNCT
agb-217	418	6	h.	h.	PROPN
agb-217	418	7	,	,	PUNCT
agb-217	418	8	&	&	CCONJ
agb-217	418	9	kawada	kawada	PROPN
agb-217	418	10	,	,	PUNCT
agb-217	418	11	k.	k.	PROPN
agb-217	418	12	(	(	PUNCT
agb-217	418	13	1987	1987	NUM
agb-217	418	14	)	)	PUNCT
agb-217	418	15	.	.	PUNCT
agb-217	419	1	effects	effect	NOUN
agb-217	419	2	of	of	ADP
agb-217	419	3	starvation	starvation	NOUN
agb-217	419	4	on	on	ADP
agb-217	419	5	life	life	NOUN
agb-217	419	6	span	span	NOUN
agb-217	419	7	and	and	CCONJ
agb-217	419	8	embryo	embryo	NOUN
agb-217	419	9	development	development	NOUN
agb-217	419	10	of	of	ADP
agb-217	419	11	four	four	NUM
agb-217	419	12	morphs	morph	NOUN
agb-217	419	13	of	of	ADP
agb-217	419	14	pea	pea	NOUN
agb-217	419	15	aphid	aphid	NOUN
agb-217	419	16	(	(	PUNCT
agb-217	419	17	acyrthosiphon	acyrthosiphon	ADV
agb-217	419	18	pisum	pisum	NOUN
agb-217	419	19	(	(	PUNCT
agb-217	419	20	harris	harris	PROPN
agb-217	419	21	)	)	PUNCT
agb-217	419	22	)	)	PUNCT
agb-217	419	23	.	.	PUNCT
agb-217	420	1	nihon	nihon	PROPN
agb-217	420	2	oyo	oyo	PROPN
agb-217	420	3	dobutsu	dobutsu	NOUN
agb-217	420	4	konchu	konchu	PROPN
agb-217	420	5	gakkaishi	gakkaishi	PROPN
agb-217	420	6	,	,	PUNCT
agb-217	420	7	31(1	31(1	NUM
agb-217	420	8	)	)	PUNCT
agb-217	420	9	,	,	PUNCT
agb-217	420	10	3640	3640	NUM
agb-217	420	11	.	.	PUNCT
agb-217	421	1	doi	doi	NOUN
agb-217	421	2	:	:	PUNCT
agb-217	421	3	https://doi.org/10.1303/jjaez.31.36	https://doi.org/10.1303/jjaez.31.36	NOUN
agb-217	421	4	tsumuki	tsumuki	PROPN
agb-217	421	5	,	,	PUNCT
agb-217	421	6	h.	h.	PROPN
agb-217	421	7	,	,	PUNCT
agb-217	421	8	nagatsuka	nagatsuka	PROPN
agb-217	421	9	,	,	PUNCT
agb-217	421	10	h.	h.	PROPN
agb-217	421	11	,	,	PUNCT
agb-217	421	12	kawada	kawada	PROPN
agb-217	421	13	,	,	PUNCT
agb-217	421	14	k.	k.	PROPN
agb-217	421	15	,	,	PUNCT
agb-217	421	16	&	&	CCONJ
agb-217	421	17	kanehisa	kanehisa	PROPN
agb-217	421	18	,	,	PUNCT
agb-217	421	19	k.	k.	PROPN
agb-217	421	20	(	(	PUNCT
agb-217	421	21	1990	1990	NUM
agb-217	421	22	)	)	PUNCT
agb-217	421	23	.	.	PUNCT
agb-217	422	1	comparison	comparison	NOUN
agb-217	422	2	of	of	ADP
agb-217	422	3	nutrient	nutrient	ADJ
agb-217	422	4	reservation	reservation	NOUN
agb-217	422	5	in	in	ADP
agb-217	422	6	apterous	apterous	ADJ
agb-217	422	7	and	and	CCONJ
agb-217	422	8	alate	alate	ADJ
agb-217	422	9	pea	pea	NOUN
agb-217	422	10	aphids	aphid	NOUN
agb-217	422	11	,	,	PUNCT
agb-217	422	12	acyrthosiphon	acyrthosiphon	PROPN
agb-217	422	13	pisum	pisum	NOUN
agb-217	422	14	(	(	PUNCT
agb-217	422	15	harris	harris	PROPN
agb-217	422	16	):	):	PUNCT
agb-217	422	17	1	1	NUM
agb-217	422	18	.	.	PUNCT
agb-217	422	19	developmental	developmental	ADJ
agb-217	422	20	time	time	NOUN
agb-217	422	21	and	and	CCONJ
agb-217	422	22	sugar	sugar	NOUN
agb-217	422	23	content	content	NOUN
agb-217	422	24	.	.	PUNCT
agb-217	423	1	applied	apply	VERB
agb-217	423	2	entomology	entomology	NOUN
agb-217	423	3	and	and	CCONJ
agb-217	423	4	zoology	zoology	NOUN
agb-217	423	5	,	,	PUNCT
agb-217	423	6	25(2	25(2	NUM
agb-217	423	7	)	)	PUNCT
agb-217	423	8	,	,	PUNCT
agb-217	423	9	215	215	NUM
agb-217	423	10	-	-	SYM
agb-217	423	11	221	221	NUM
agb-217	423	12	.	.	PUNCT
agb-217	424	1	doi	doi	NOUN
agb-217	424	2	:	:	PUNCT
agb-217	424	3	https://doi.org/10.1303/aez.25.215	https://doi.org/10.1303/aez.25.215	PROPN
agb-217	424	4	van	van	PROPN
agb-217	424	5	rensburg	rensburg	PROPN
agb-217	424	6	,	,	PUNCT
agb-217	424	7	n.	n.	PROPN
agb-217	424	8	j.	j.	PROPN
agb-217	424	9	(	(	PUNCT
agb-217	424	10	1973	1973	NUM
agb-217	424	11	)	)	PUNCT
agb-217	424	12	.	.	PUNCT
agb-217	425	1	population	population	NOUN
agb-217	425	2	fluctuations	fluctuation	NOUN
agb-217	425	3	of	of	ADP
agb-217	425	4	the	the	DET
agb-217	425	5	sorghum	sorghum	NOUN
agb-217	425	6	aphid	aphid	NOUN
agb-217	425	7	melanaphis	melanaphis	NOUN
agb-217	425	8	(	(	PUNCT
agb-217	425	9	longiunguis	longiunguis	PROPN
agb-217	425	10	)	)	PUNCT
agb-217	425	11	pyrarius	pyrarius	NOUN
agb-217	425	12	(	(	PUNCT
agb-217	425	13	passerini	passerini	NOUN
agb-217	425	14	)	)	PUNCT
agb-217	425	15	forma	forma	NOUN
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agb-217	425	17	(	(	PUNCT
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agb-217	425	19	)	)	PUNCT
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agb-217	426	4	)	)	PUNCT
agb-217	426	5	,	,	PUNCT
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agb-217	426	7	-	-	SYM
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agb-217	426	9	.	.	PUNCT
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agb-217	429	2	-	-	SYM
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agb-217	429	5	.	.	PUNCT
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agb-217	430	3	,	,	PUNCT
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agb-217	431	9	)	)	PUNCT
agb-217	431	10	.	.	PUNCT
agb-217	432	1	a	a	DET
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agb-217	432	3	of	of	ADP
agb-217	432	4	ties	tie	NOUN
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agb-217	432	7	-	-	PUNCT
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agb-217	432	10	in	in	ADP
agb-217	432	11	cox	cox	PROPN
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agb-217	432	18	,	,	PUNCT
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agb-217	432	23	.	.	PUNCT
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agb-217	433	2	from	from	ADP
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agb-217	433	5	,	,	PUNCT
agb-217	433	6	i.	i.	NOUN
agb-217	433	7	,	,	PUNCT
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agb-217	433	9	,	,	PUNCT
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agb-217	433	14	,	,	PUNCT
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agb-217	433	16	(	(	PUNCT
agb-217	433	17	2011	2011	NUM
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agb-217	434	3	:	:	PUNCT
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agb-217	434	5	15	15	NUM
agb-217	434	6	of	of	ADP
agb-217	434	7	a	a	DET
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agb-217	434	11	of	of	ADP
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agb-217	434	14	.	.	PUNCT
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agb-217	435	4	,	,	PUNCT
agb-217	435	5	108(10	108(10	NUM
agb-217	435	6	)	)	PUNCT
agb-217	435	7	,	,	PUNCT
agb-217	435	8	163	163	NUM
agb-217	435	9	-	-	SYM
agb-217	435	10	169	169	NUM
agb-217	435	11	.	.	PUNCT
agb-217	435	12	doi	doi	NOUN
agb-217	435	13	:	:	PUNCT
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agb-217	436	10	https://doi.org/10.18960/seitai.10.3_97	https://doi.org/10.18960/seitai.10.3_97	PROPN
agb-217	437	1	https://doi.org/10.1016/b978-0-12-815413-7.00003-1	https://doi.org/10.1016/b978-0-12-815413-7.00003-1	INTJ
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agb-217	437	4	https://doi.org/10.1016/j.cropro.2004.01.004	https://doi.org/10.1016/j.cropro.2004.01.004	NOUN
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agb-217	437	7	https://doi.org/10.1303/jjaez.31.36	https://doi.org/10.1303/jjaez.31.36	NOUN
agb-217	437	8	https://doi.org/10.1303/aez.25.215	https://doi.org/10.1303/aez.25.215	VERB
agb-217	437	9	https://hdl.handle.net/10520/aja03701263_281	https://hdl.handle.net/10520/aja03701263_281	ADJ
agb-217	437	10	https://doi.org/10.1007/978-1-4612-4380-9_16	https://doi.org/10.1007/978-1-4612-4380-9_16	NOUN
agb-217	437	11	https://doi.org/10.1007/978-1-4612-4380-9_16	https://doi.org/10.1007/978-1-4612-4380-9_16	NOUN
agb-217	437	12	http://hdl.handle.net/10214/2974	http://hdl.handle.net/10214/2974	ADJ
agb-217	437	13	https://doi.org/10.3238/arztebl.2011.0163	https://doi.org/10.3238/arztebl.2011.0163	PROPN
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agb-217	437	15	,	,	PUNCT
agb-217	437	16	25(1	25(1	NUM
agb-217	437	17	)	)	PUNCT
agb-217	437	18	,	,	PUNCT
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agb-217	437	20	|	|	ADV
agb-217	437	21	128	128	NUM
agb-217	437	22	lee	lee	PROPN
agb-217	437	23	,	,	PUNCT
agb-217	437	24	vitale	vitale	PROPN
agb-217	437	25	,	,	PUNCT
agb-217	437	26	lambert	lambert	PROPN
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agb-217	437	28	weather	weather	NOUN
agb-217	437	29	and	and	CCONJ
agb-217	437	30	geographic	geographic	ADJ
agb-217	437	31	effects	effect	NOUN
agb-217	437	32	on	on	ADP
agb-217	437	33	sugarcane	sugarcane	NOUN
agb-217	437	34	aphid	aphid	NOUN
agb-217	437	35	migration	migration	NOUN
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agb-217	437	37	appendix	appendix	ADJ
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agb-217	437	39	1	1	NUM
agb-217	437	40	.	.	PUNCT
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agb-217	438	1	i	i	PROPN
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agb-217	438	7	(	(	PUNCT
agb-217	438	8	m	m	NOUN
agb-217	438	9	/	/	SYM
agb-217	438	10	d	d	NOUN
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agb-217	438	13	(	(	PUNCT
agb-217	438	14	day	day	NOUN
agb-217	438	15	)	)	PUNCT
agb-217	438	16	wing	wing	NOUN
agb-217	438	17	distance	distance	NOUN
agb-217	438	18	to	to	PART
agb-217	438	19	field	field	NOUN
agb-217	438	20	in	in	ADP
agb-217	438	21	region	region	NOUN
agb-217	438	22	(	(	PUNCT
agb-217	438	23	mile	mile	NOUN
agb-217	438	24	)	)	PUNCT
agb-217	438	25	distance	distance	NOUN
agb-217	438	26	to	to	ADP
agb-217	438	27	last	last	ADJ
agb-217	438	28	field	field	NOUN
agb-217	438	29	infested	infest	VERB
agb-217	438	30	in	in	ADP
agb-217	438	31	texas	texas	PROPN
agb-217	438	32	(	(	PUNCT
agb-217	438	33	mile	mile	NOUN
agb-217	438	34	)	)	PUNCT
agb-217	438	35	distance	distance	NOUN
agb-217	438	36	to	to	ADP
agb-217	438	37	first	first	ADJ
agb-217	438	38	south	south	ADJ
agb-217	438	39	field	field	NOUN
agb-217	438	40	infested	infest	VERB
agb-217	438	41	in	in	ADP
agb-217	438	42	oklahoma	oklahoma	PROPN
agb-217	438	43	(	(	PUNCT
agb-217	438	44	mile	mile	NOUN
agb-217	438	45	)	)	PUNCT
agb-217	438	46	distance	distance	NOUN
agb-217	438	47	between	between	ADP
agb-217	438	48	temporally	temporally	ADV
agb-217	438	49	consecutive	consecutive	ADJ
agb-217	438	50	infested	infested	ADJ
agb-217	438	51	fields	field	NOUN
agb-217	438	52	(	(	PUNCT
agb-217	438	53	mile	mile	NOUN
agb-217	438	54	)	)	PUNCT
agb-217	438	55	population	population	NOUN
agb-217	438	56	per	per	ADP
agb-217	438	57	plant	plant	NOUN
agb-217	438	58	tavg	tavg	NOUN
agb-217	438	59	(	(	PUNCT
agb-217	438	60	°	°	ADP
agb-217	438	61	c	c	NOUN
agb-217	438	62	)	)	PUNCT
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agb-217	438	64	(	(	PUNCT
agb-217	438	65	mm	mm	NOUN
agb-217	438	66	)	)	PUNCT
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agb-217	438	69	angle	angle	NOUN
agb-217	438	70	(	(	PUNCT
agb-217	438	71	degree	degree	NOUN
agb-217	438	72	)	)	PUNCT
agb-217	438	73	1	1	NUM
agb-217	438	74	ph	ph	NOUN
agb-217	438	75	0	0	NUM
agb-217	438	76	7/12	7/12	NUM
agb-217	438	77	42	42	NUM
agb-217	438	78	0	0	NUM
agb-217	438	79	106	106	NUM
agb-217	438	80	105	105	NUM
agb-217	438	81	261	261	NUM
agb-217	438	82	0	0	NUM
agb-217	438	83	0	0	NUM
agb-217	438	84	24.1	24.1	NUM
agb-217	438	85	0.026	0.026	NUM
agb-217	438	86	109.5	109.5	NUM
agb-217	438	87	2	2	NUM
agb-217	438	88	ph	ph	NOUN
agb-217	438	89	1	1	NUM
agb-217	438	90	8/16	8/16	NUM
agb-217	438	91	77	77	NUM
agb-217	438	92	1	1	NUM
agb-217	438	93	106	106	NUM
agb-217	438	94	106	106	NUM
agb-217	438	95	260	260	NUM
agb-217	438	96	11	11	NUM
agb-217	438	97	0.25	0.25	NUM
agb-217	438	98	23.5	23.5	NUM
agb-217	438	99	0.028	0.028	NUM
agb-217	438	100	122.2	122.2	NUM
agb-217	438	101	3	3	NUM
agb-217	438	102	ph	ph	NOUN
agb-217	438	103	1	1	NUM
agb-217	438	104	8/16	8/16	NUM
agb-217	438	105	77	77	NUM
agb-217	438	106	0	0	NUM
agb-217	438	107	95	95	NUM
agb-217	438	108	108	108	NUM
agb-217	438	109	251	251	NUM
agb-217	438	110	5	5	NUM
agb-217	438	111	0.02	0.02	NUM
agb-217	438	112	23.6	23.6	NUM
agb-217	438	113	0.034	0.034	NUM
agb-217	438	114	122.9	122.9	NUM
agb-217	438	115	4	4	NUM
agb-217	438	116	ph	ph	NOUN
agb-217	438	117	1	1	NUM
agb-217	438	118	8/16	8/16	NUM
agb-217	438	119	77	77	NUM
agb-217	438	120	1	1	NUM
agb-217	438	121	91	91	NUM
agb-217	438	122	108	108	NUM
agb-217	438	123	246	246	NUM
agb-217	438	124	27	27	NUM
agb-217	438	125	0.03	0.03	NUM
agb-217	438	126	23.7	23.7	NUM
agb-217	438	127	0.035	0.035	NUM
agb-217	438	128	122.9	122.9	NUM
agb-217	438	129	5	5	NUM
agb-217	438	130	ph	ph	NOUN
agb-217	438	131	0	0	NUM
agb-217	438	132	7/12	7/12	NUM
agb-217	438	133	42	42	NUM
agb-217	438	134	0	0	NUM
agb-217	438	135	91	91	NUM
agb-217	438	136	108	108	NUM
agb-217	438	137	246	246	NUM
agb-217	438	138	27	27	NUM
agb-217	438	139	0	0	NUM
agb-217	438	140	24.2	24.2	NUM
agb-217	438	141	0.030	0.030	NUM
agb-217	438	142	113.7	113.7	NUM
agb-217	438	143	6	6	NUM
agb-217	438	144	ph	ph	NOUN
agb-217	438	145	1	1	NUM
agb-217	438	146	8/16	8/16	NUM
agb-217	438	147	77	77	NUM
agb-217	438	148	1	1	NUM
agb-217	438	149	65	65	NUM
agb-217	438	150	113	113	NUM
agb-217	438	151	222	222	NUM
agb-217	438	152	21	21	NUM
agb-217	438	153	0.25	0.25	NUM
agb-217	438	154	24.2	24.2	NUM
agb-217	438	155	0.034	0.034	NUM
agb-217	438	156	122.4	122.4	NUM
agb-217	438	157	7	7	NUM
agb-217	438	158	ph	ph	NOUN
agb-217	438	159	1	1	NUM
agb-217	438	160	8/16	8/16	NUM
agb-217	438	161	77	77	NUM
agb-217	438	162	1	1	NUM
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agb-217	438	164	116	116	NUM
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agb-217	438	166	28	28	NUM
agb-217	438	167	3.28	3.28	NUM
agb-217	438	168	24.3	24.3	NUM
agb-217	438	169	0.031	0.031	NUM
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agb-217	438	171	8	8	NUM
agb-217	438	172	ph	ph	NOUN
agb-217	438	173	1	1	NUM
agb-217	438	174	8/29	8/29	NUM
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agb-217	438	177	21	21	NUM
agb-217	438	178	125	125	NUM
agb-217	438	179	178	178	NUM
agb-217	438	180	12	12	NUM
agb-217	438	181	0.84	0.84	NUM
agb-217	438	182	24.2	24.2	NUM
agb-217	438	183	0.035	0.035	NUM
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agb-217	438	185	9	9	NUM
agb-217	438	186	ph	ph	NOUN
agb-217	438	187	1	1	NUM
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agb-217	438	200	ph	ph	NOUN
agb-217	438	201	1	1	NUM
agb-217	438	202	8/29	8/29	NUM
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agb-217	438	204	1	1	NUM
agb-217	438	205	10	10	NUM
agb-217	438	206	133	133	NUM
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agb-217	440	394	0.006	0.006	NUM
agb-217	440	395	121.3	121.3	NUM
agb-217	440	396	44	44	NUM
agb-217	440	397	nc	nc	PROPN
agb-217	440	398	1	1	NUM
agb-217	440	399	6/16	6/16	NUM
agb-217	440	400	16	16	NUM
agb-217	440	401	1	1	NUM
agb-217	440	402	53	53	NUM
agb-217	440	403	304	304	NUM
agb-217	440	404	77	77	NUM
agb-217	440	405	2	2	NUM
agb-217	440	406	0.01	0.01	NUM
agb-217	440	407	24.0	24.0	NUM
agb-217	440	408	0.005	0.005	NUM
agb-217	440	409	114.6	114.6	NUM
agb-217	440	410	45	45	NUM
agb-217	440	411	nc	nc	PROPN
agb-217	440	412	1	1	NUM
agb-217	440	413	6/16	6/16	NUM
agb-217	440	414	16	16	NUM
agb-217	440	415	0	0	NUM
agb-217	440	416	53	53	NUM
agb-217	440	417	304	304	NUM
agb-217	440	418	78	78	NUM
agb-217	440	419	149	149	NUM
agb-217	440	420	0.02	0.02	NUM
agb-217	440	421	24.0	24.0	NUM
agb-217	440	422	0.005	0.005	NUM
agb-217	440	423	113.9	113.9	NUM
agb-217	440	424	46	46	NUM
agb-217	440	425	nc	nc	PROPN
agb-217	440	426	0	0	PROPN
agb-217	440	427	6/28	6/28	NUM
agb-217	440	428	28	28	NUM
agb-217	440	429	0	0	NUM
agb-217	440	430	69	69	NUM
agb-217	440	431	316	316	NUM
agb-217	440	432	112	112	NUM
agb-217	440	433	0	0	NUM
agb-217	440	434	0	0	NUM
agb-217	440	435	24.3	24.3	NUM
agb-217	440	436	0.013	0.013	NUM
agb-217	440	437	119.5	119.5	NUM
agb-217	440	438	47	47	NUM
agb-217	440	439	nc	nc	NOUN
agb-217	440	440	0	0	NUM
agb-217	440	441	7/25	7/25	NUM
agb-217	440	442	55	55	NUM
agb-217	440	443	1	1	NUM
agb-217	440	444	73	73	NUM
agb-217	440	445	318	318	NUM
agb-217	440	446	116	116	NUM
agb-217	440	447	40	40	NUM
agb-217	440	448	0.05	0.05	NUM
agb-217	440	449	26.0	26.0	NUM
agb-217	440	450	0.016	0.016	NUM
agb-217	440	451	121.1	121.1	NUM
agb-217	440	452	note	note	NOUN
agb-217	440	453	.	.	PUNCT
agb-217	441	1	data	datum	NOUN
agb-217	441	2	from	from	ADP
agb-217	441	3	data	datum	NOUN
agb-217	441	4	from	from	ADP
agb-217	441	5	dr	dr	PROPN
agb-217	441	6	.	.	PROPN
agb-217	441	7	norman	norman	PROPN
agb-217	441	8	elliott	elliott	PROPN
agb-217	441	9	,	,	PUNCT
agb-217	441	10	usda	usda	NOUN
agb-217	441	11	-	-	PUNCT
agb-217	441	12	ars	ar	NOUN
agb-217	441	13	(	(	PUNCT
agb-217	441	14	personal	personal	ADJ
agb-217	441	15	communication	communication	NOUN
agb-217	441	16	,	,	PUNCT
agb-217	441	17	2021	2021	NUM
agb-217	441	18	)	)	PUNCT
agb-217	441	19	,	,	PUNCT
agb-217	441	20	oklahoma	oklahoma	PROPN
agb-217	441	21	mesonet	mesonet	PROPN
agb-217	441	22	(	(	PUNCT
agb-217	441	23	mesonet	mesonet	PROPN
agb-217	441	24	,	,	PUNCT
agb-217	441	25	2020	2020	NUM
agb-217	441	26	)	)	PUNCT
agb-217	441	27	.	.	PUNCT
agb-217	442	1	agbioforum	agbioforum	PROPN
agb-217	442	2	,	,	PUNCT
agb-217	442	3	25(1	25(1	NUM
agb-217	442	4	)	)	PUNCT
agb-217	442	5	,	,	PUNCT
agb-217	442	6	2023	2023	NUM
agb-217	442	7	|	|	ADV
agb-217	442	8	129	129	NUM
agb-217	442	9	lee	lee	PROPN
agb-217	442	10	,	,	PUNCT
agb-217	442	11	vitale	vitale	PROPN
agb-217	442	12	,	,	PUNCT
agb-217	442	13	lambert	lambert	PROPN
agb-217	442	14	—	—	PUNCT
agb-217	442	15	weather	weather	NOUN
agb-217	442	16	and	and	CCONJ
agb-217	442	17	geographic	geographic	ADJ
agb-217	442	18	effects	effect	NOUN
agb-217	442	19	on	on	ADP
agb-217	442	20	sugarcane	sugarcane	NOUN
agb-217	442	21	aphid	aphid	NOUN
agb-217	442	22	migration	migration	NOUN
agb-217	442	23	a	a	DET
agb-217	442	24	region	region	NOUN
agb-217	442	25	means	mean	VERB
agb-217	442	26	the	the	DET
agb-217	442	27	northwest	northwest	NOUN
agb-217	442	28	(	(	PUNCT
agb-217	442	29	ph	ph	PROPN
agb-217	442	30	)	)	PUNCT
agb-217	442	31	,	,	PUNCT
agb-217	442	32	southwest	southwest	NOUN
agb-217	442	33	(	(	PUNCT
agb-217	442	34	sw	sw	PROPN
agb-217	442	35	)	)	PUNCT
agb-217	442	36	,	,	PUNCT
agb-217	442	37	and	and	CCONJ
agb-217	442	38	north	north	NOUN
agb-217	442	39	-	-	PUNCT
agb-217	442	40	central	central	ADJ
agb-217	442	41	(	(	PUNCT
agb-217	442	42	nc	nc	NOUN
agb-217	442	43	)	)	PUNCT
agb-217	442	44	regions	region	NOUN
agb-217	442	45	,	,	PUNCT
agb-217	442	46	respectively	respectively	ADV
agb-217	442	47	.	.	PUNCT
agb-217	443	1	infestation	infestation	NOUN
agb-217	443	2	means	mean	VERB
agb-217	443	3	that	that	SCONJ
agb-217	443	4	the	the	DET
agb-217	443	5	sugarcane	sugarcane	NOUN
agb-217	443	6	aphid	aphid	NOUN
agb-217	443	7	population	population	NOUN
agb-217	443	8	per	per	ADP
agb-217	443	9	plant	plant	NOUN
agb-217	443	10	is	be	AUX
agb-217	443	11	positive	positive	ADJ
agb-217	443	12	and	and	CCONJ
agb-217	443	13	the	the	DET
agb-217	443	14	field	field	NOUN
agb-217	443	15	is	be	AUX
agb-217	443	16	infested	infest	VERB
agb-217	443	17	during	during	ADP
agb-217	443	18	the	the	DET
agb-217	443	19	infestation	infestation	NOUN
agb-217	443	20	investigation	investigation	NOUN
agb-217	443	21	period	period	NOUN
agb-217	443	22	.	.	PUNCT
agb-217	444	1	the	the	DET
agb-217	444	2	last	last	ADJ
agb-217	444	3	report	report	NOUN
agb-217	444	4	means	mean	VERB
agb-217	444	5	the	the	DET
agb-217	444	6	date	date	NOUN
agb-217	444	7	of	of	ADP
agb-217	444	8	the	the	DET
agb-217	444	9	first	first	ADJ
agb-217	444	10	infestation	infestation	NOUN
agb-217	444	11	if	if	SCONJ
agb-217	444	12	there	there	PRON
agb-217	444	13	is	be	VERB
agb-217	444	14	an	an	DET
agb-217	444	15	infestation	infestation	NOUN
agb-217	444	16	,	,	PUNCT
agb-217	444	17	and	and	CCONJ
agb-217	444	18	the	the	DET
agb-217	444	19	date	date	NOUN
agb-217	444	20	of	of	ADP
agb-217	444	21	the	the	DET
agb-217	444	22	last	last	ADJ
agb-217	444	23	investigation	investigation	NOUN
agb-217	444	24	if	if	SCONJ
agb-217	444	25	there	there	PRON
agb-217	444	26	is	be	VERB
agb-217	444	27	no	no	DET
agb-217	444	28	infestation	infestation	NOUN
agb-217	444	29	.	.	PUNCT
agb-217	445	1	period	period	NOUN
agb-217	445	2	means	mean	VERB
agb-217	445	3	the	the	DET
agb-217	445	4	difference	difference	NOUN
agb-217	445	5	between	between	ADP
agb-217	445	6	the	the	DET
agb-217	445	7	first	first	ADJ
agb-217	445	8	infestation	infestation	NOUN
agb-217	445	9	(	(	PUNCT
agb-217	445	10	may	may	PROPN
agb-217	445	11	31	31	NUM
agb-217	445	12	)	)	PUNCT
agb-217	445	13	and	and	CCONJ
agb-217	445	14	the	the	DET
agb-217	445	15	date	date	NOUN
agb-217	445	16	of	of	ADP
agb-217	445	17	infestation	infestation	NOUN
agb-217	445	18	or	or	CCONJ
agb-217	445	19	the	the	DET
agb-217	445	20	last	last	ADJ
agb-217	445	21	investigation	investigation	NOUN
agb-217	445	22	in	in	ADP
agb-217	445	23	each	each	DET
agb-217	445	24	field	field	NOUN
agb-217	445	25	.	.	PUNCT
agb-217	446	1	wing	wing	NOUN
agb-217	446	2	means	mean	VERB
agb-217	446	3	that	that	SCONJ
agb-217	446	4	the	the	DET
agb-217	446	5	field	field	NOUN
agb-217	446	6	is	be	AUX
agb-217	446	7	infested	infest	VERB
agb-217	446	8	with	with	ADP
agb-217	446	9	alatae	alatae	NOUN
agb-217	446	10	with	with	ADP
agb-217	446	11	wings	wing	NOUN
agb-217	446	12	.	.	PUNCT
agb-217	447	1	distance	distance	NOUN
agb-217	447	2	to	to	PART
agb-217	447	3	field	field	NOUN
agb-217	447	4	in	in	ADP
agb-217	447	5	region	region	NOUN
agb-217	447	6	is	be	AUX
agb-217	447	7	the	the	DET
agb-217	447	8	distance	distance	NOUN
agb-217	447	9	between	between	ADP
agb-217	447	10	the	the	DET
agb-217	447	11	first	first	ADJ
agb-217	447	12	infested	infested	ADJ
agb-217	447	13	field	field	NOUN
agb-217	447	14	for	for	ADP
agb-217	447	15	each	each	DET
agb-217	447	16	local	local	ADJ
agb-217	447	17	region	region	NOUN
agb-217	447	18	and	and	CCONJ
agb-217	447	19	other	other	ADJ
agb-217	447	20	fields	field	NOUN
agb-217	447	21	in	in	ADP
agb-217	447	22	the	the	DET
agb-217	447	23	region	region	NOUN
agb-217	447	24	.	.	PUNCT
agb-217	448	1	distance	distance	NOUN
agb-217	448	2	to	to	ADP
agb-217	448	3	last	last	ADJ
agb-217	448	4	field	field	NOUN
agb-217	448	5	infested	infest	VERB
agb-217	448	6	in	in	ADP
agb-217	448	7	texas	texas	PROPN
agb-217	448	8	is	be	AUX
agb-217	448	9	the	the	DET
agb-217	448	10	distance	distance	NOUN
agb-217	448	11	between	between	ADP
agb-217	448	12	the	the	DET
agb-217	448	13	last	last	ADJ
agb-217	448	14	infested	infested	ADJ
agb-217	448	15	sorghum	sorghum	NOUN
agb-217	448	16	field	field	NOUN
agb-217	448	17	in	in	ADP
agb-217	448	18	texas	texas	PROPN
agb-217	448	19	and	and	CCONJ
agb-217	448	20	the	the	DET
agb-217	448	21	sorghum	sorghum	NOUN
agb-217	448	22	field	field	NOUN
agb-217	448	23	in	in	ADP
agb-217	448	24	oklahoma	oklahoma	PROPN
agb-217	448	25	.	.	PUNCT
agb-217	449	1	distance	distance	NOUN
agb-217	449	2	to	to	ADP
agb-217	449	3	first	first	ADJ
agb-217	449	4	south	south	ADJ
agb-217	449	5	field	field	NOUN
agb-217	449	6	infested	infest	VERB
agb-217	449	7	in	in	ADP
agb-217	449	8	oklahoma	oklahoma	PROPN
agb-217	449	9	is	be	AUX
agb-217	449	10	distance	distance	NOUN
agb-217	449	11	between	between	ADP
agb-217	449	12	the	the	DET
agb-217	449	13	sorghum	sorghum	NOUN
agb-217	449	14	field	field	NOUN
agb-217	449	15	where	where	SCONJ
agb-217	449	16	the	the	DET
agb-217	449	17	first	first	ADJ
agb-217	449	18	infestation	infestation	NOUN
agb-217	449	19	occurred	occur	VERB
agb-217	449	20	in	in	ADP
agb-217	449	21	oklahoma	oklahoma	PROPN
agb-217	449	22	and	and	CCONJ
agb-217	449	23	other	other	ADJ
agb-217	449	24	fields	field	NOUN
agb-217	449	25	in	in	ADP
agb-217	449	26	oklahoma	oklahoma	PROPN
agb-217	449	27	.	.	PUNCT
agb-217	450	1	the	the	DET
agb-217	450	2	population	population	NOUN
agb-217	450	3	per	per	ADP
agb-217	450	4	plant	plant	NOUN
agb-217	450	5	is	be	AUX
agb-217	450	6	the	the	DET
agb-217	450	7	number	number	NOUN
agb-217	450	8	of	of	ADP
agb-217	450	9	wing	wing	NOUN
agb-217	450	10	/	/	SYM
agb-217	450	11	wingless	wingless	NOUN
agb-217	450	12	sugarcane	sugarcane	NOUN
agb-217	450	13	aphid	aphid	NOUN
agb-217	450	14	per	per	ADP
agb-217	450	15	sorghum	sorghum	NOUN
agb-217	450	16	plant	plant	NOUN
agb-217	450	17	.	.	PUNCT
agb-217	451	1	tavg	tavg	NOUN
agb-217	451	2	,	,	PUNCT
agb-217	451	3	rain	rain	NOUN
agb-217	451	4	,	,	PUNCT
agb-217	451	5	angle	angle	NOUN
agb-217	451	6	are	be	AUX
agb-217	451	7	the	the	DET
agb-217	451	8	median	median	NOUN
agb-217	451	9	of	of	ADP
agb-217	451	10	temperature	temperature	NOUN
agb-217	451	11	,	,	PUNCT
agb-217	451	12	rainfall	rainfall	NOUN
agb-217	451	13	,	,	PUNCT
agb-217	451	14	and	and	CCONJ
agb-217	451	15	angle	angle	NOUN
agb-217	451	16	of	of	ADP
agb-217	451	17	wind	wind	NOUN
agb-217	451	18	direction	direction	NOUN
agb-217	451	19	variables	variable	NOUN
agb-217	451	20	from	from	ADP
agb-217	451	21	the	the	DET
agb-217	451	22	first	first	ADJ
agb-217	451	23	infestation	infestation	NOUN
agb-217	451	24	date	date	NOUN
agb-217	451	25	in	in	ADP
agb-217	451	26	oklahoma	oklahoma	PROPN
agb-217	451	27	to	to	ADP
agb-217	451	28	the	the	DET
agb-217	451	29	first	first	ADJ
agb-217	451	30	infestation	infestation	NOUN
agb-217	451	31	date	date	NOUN
agb-217	451	32	.	.	PUNCT
agb-217	452	1	appendix	appendix	ADJ
agb-217	452	2	table	table	NOUN
agb-217	452	3	2	2	NUM
agb-217	452	4	.	.	PUNCT
agb-217	452	5	field	field	NOUN
agb-217	452	6	ties	tie	NOUN
agb-217	452	7	by	by	ADP
agb-217	452	8	date	date	NOUN
agb-217	452	9	of	of	ADP
agb-217	452	10	infestation	infestation	NOUN
agb-217	452	11	report	report	NOUN
agb-217	452	12	date	date	NOUN
agb-217	452	13	(	(	PUNCT
agb-217	452	14	m	m	NOUN
agb-217	452	15	/	/	SYM
agb-217	452	16	d	d	NOUN
agb-217	452	17	)	)	PUNCT
agb-217	452	18	number	number	NOUN
agb-217	452	19	of	of	ADP
agb-217	452	20	tie	tie	NOUN
agb-217	452	21	fields	field	NOUN
agb-217	452	22	i	i	PROPN
agb-217	452	23	d	d	PROPN
agb-217	452	24	total	total	ADJ
agb-217	452	25	population	population	NOUN
agb-217	452	26	per	per	ADP
agb-217	452	27	plant	plant	NOUN
agb-217	452	28	region	region	NOUN
agb-217	452	29	latitude	latitude	NOUN
agb-217	452	30	longitude	longitude	VERB
agb-217	452	31	05/31	05/31	NUM
agb-217	452	32	2	2	NUM
agb-217	452	33	24	24	NUM
agb-217	452	34	0.08	0.08	NUM
agb-217	452	35	swok	swok	NOUN
agb-217	452	36	34.900	34.900	NUM
agb-217	452	37	-98.864	-98.864	NUM
agb-217	452	38	27	27	NUM
agb-217	452	39	0.06	0.06	NUM
agb-217	452	40	swok	swok	NOUN
agb-217	452	41	34.985	34.985	NUM
agb-217	452	42	-98.603	-98.603	NOUN
agb-217	452	43	06/16	06/16	NUM
agb-217	452	44	3	3	NUM
agb-217	452	45	40	40	NUM
agb-217	452	46	0.02	0.02	NUM
agb-217	452	47	ncok	ncok	NOUN
agb-217	452	48	36.262	36.262	NUM
agb-217	452	49	-97.369	-97.369	NOUN
agb-217	452	50	44	44	NUM
agb-217	452	51	0.01	0.01	NUM
agb-217	452	52	ncok	ncok	NOUN
agb-217	452	53	36.232	36.232	NUM
agb-217	452	54	-97.073	-97.073	NUM
agb-217	452	55	45	45	NUM
agb-217	452	56	0.02	0.02	NUM
agb-217	452	57	ncok	ncok	NOUN
agb-217	452	58	36.257	36.257	NUM
agb-217	452	59	-97.073	-97.073	NOUN
agb-217	452	60	06/19	06/19	NUM
agb-217	452	61	2	2	NUM
agb-217	452	62	25	25	NUM
agb-217	452	63	0.04	0.04	NUM
agb-217	452	64	swok	swok	NOUN
agb-217	452	65	34.677	34.677	NUM
agb-217	452	66	-98.862	-98.862	NUM
agb-217	452	67	26	26	NUM
agb-217	452	68	0.03	0.03	NUM
agb-217	452	69	swok	swok	NOUN
agb-217	452	70	34.912	34.912	NUM
agb-217	452	71	-98.639	-98.639	NOUN
agb-217	452	72	07/10	07/10	NUM
agb-217	452	73	2	2	NUM
agb-217	452	74	29	29	NUM
agb-217	452	75	0.06	0.06	NUM
agb-217	452	76	ncok	ncok	NOUN
agb-217	452	77	36.233	36.233	NUM
agb-217	452	78	-98.036	-98.036	SYM
agb-217	452	79	39	39	NUM
agb-217	452	80	0.06	0.06	NUM
agb-217	452	81	ncok	ncok	NOUN
agb-217	452	82	36.810	36.810	NUM
agb-217	452	83	-97.433	-97.433	NOUN
agb-217	453	1	07/13	07/13	NUM
agb-217	453	2	2	2	NUM
agb-217	453	3	19	19	NUM
agb-217	453	4	2.08	2.08	NUM
agb-217	453	5	swok	swok	NOUN
agb-217	453	6	34.585	34.585	NUM
agb-217	453	7	-99.283	-99.283	NUM
agb-217	453	8	22	22	NUM
agb-217	453	9	6.99	6.99	NUM
agb-217	453	10	swok	swok	NOUN
agb-217	453	11	34.644	34.644	NUM
agb-217	453	12	-99.246	-99.246	SYM
agb-217	453	13	07/25	07/25	NUM
agb-217	453	14	2	2	NUM
agb-217	453	15	42	42	NUM
agb-217	453	16	0.01	0.01	NUM
agb-217	453	17	ncok	ncok	NOUN
agb-217	453	18	37.059	37.059	NUM
agb-217	453	19	-97.181	-97.181	PUNCT
agb-217	453	20	47	47	NUM
agb-217	453	21	0.05	0.05	NUM
agb-217	453	22	ncok	ncok	NOUN
agb-217	453	23	36.934	36.934	NUM
agb-217	453	24	-97.058	-97.058	NUM
agb-217	453	25	08/03	08/03	NUM
agb-217	453	26	3	3	NUM
agb-217	453	27	36	36	NUM
agb-217	453	28	0.02	0.02	NUM
agb-217	453	29	ncok	ncok	NOUN
agb-217	453	30	36.532	36.532	NUM
agb-217	453	31	-97.586	-97.586	NOUN
agb-217	453	32	37	37	NUM
agb-217	453	33	0.18	0.18	NUM
agb-217	453	34	ncok	ncok	NOUN
agb-217	453	35	36.702	36.702	NUM
agb-217	453	36	-97.554	-97.554	PROPN
agb-217	453	37	41	41	NUM
agb-217	453	38	2.69	2.69	NUM
agb-217	453	39	ncok	ncok	NOUN
agb-217	453	40	37.056	37.056	NUM
agb-217	453	41	-97.231	-97.231	NOUN
agb-217	453	42	08/16	08/16	NUM
agb-217	453	43	10	10	NUM
agb-217	453	44	2	2	NUM
agb-217	453	45	0.25	0.25	NUM
agb-217	453	46	phok	phok	NOUN
agb-217	453	47	36.733	36.733	NUM
agb-217	453	48	-102.466	-102.466	NUM
agb-217	453	49	3	3	NUM
agb-217	453	50	0.02	0.02	NUM
agb-217	453	51	phok	phok	NOUN
agb-217	453	52	36.769	36.769	NUM
agb-217	453	53	-102.264	-102.264	NUM
agb-217	453	54	4	4	NUM
agb-217	453	55	0.03	0.03	NUM
agb-217	453	56	phok	phok	NOUN
agb-217	453	57	36.758	36.758	NUM
agb-217	453	58	-102.182	-102.182	PROPN
agb-217	453	59	6	6	NUM
agb-217	453	60	0.25	0.25	NUM
agb-217	453	61	phok	phok	NOUN
agb-217	453	62	36.765	36.765	NUM
agb-217	453	63	-101.703	-101.703	NUM
agb-217	453	64	7	7	NUM
agb-217	453	65	3.28	3.28	NUM
agb-217	453	66	phok	phok	NOUN
agb-217	453	67	36.679	36.679	NUM
agb-217	453	68	-101.339	-101.339	NUM
agb-217	453	69	9	9	NUM
agb-217	453	70	0.06	0.06	NUM
agb-217	453	71	phok	phok	NOUN
agb-217	453	72	36.615	36.615	NUM
agb-217	453	73	-100.841	-100.841	NUM
agb-217	453	74	12	12	NUM
agb-217	453	75	0.02	0.02	NUM
agb-217	453	76	phok	phok	NOUN
agb-217	453	77	36.529	36.529	NUM
agb-217	453	78	-100.568	-100.568	NUM
agb-217	453	79	14	14	NUM
agb-217	453	80	0.19	0.19	NUM
agb-217	453	81	phok	phok	NOUN
agb-217	453	82	36.630	36.630	NUM
agb-217	453	83	-100.277	-100.277	NUM
agb-217	453	84	16	16	NUM
agb-217	453	85	0.29	0.29	NUM
agb-217	453	86	phok	phok	NOUN
agb-217	453	87	36.621	36.621	NUM
agb-217	453	88	-99.982	-99.982	NUM
agb-217	453	89	17	17	NUM
agb-217	453	90	0.05	0.05	NUM
agb-217	453	91	phok	phok	NOUN
agb-217	453	92	36.601	36.601	NUM
agb-217	453	93	-99.660	-99.660	PUNCT
agb-217	453	94	08/29	08/29	ADP
agb-217	453	95	2	2	NUM
agb-217	453	96	8	8	NUM
agb-217	453	97	0.84	0.84	NUM
agb-217	453	98	phok	phok	NOUN
agb-217	453	99	36.617	36.617	NUM
agb-217	453	100	-100.925	-100.925	NUM
agb-217	453	101	10	10	NUM
agb-217	453	102	1.61	1.61	NUM
agb-217	453	103	phok	phok	NOUN
agb-217	453	104	36.620	36.620	NUM
agb-217	453	105	-100.714	-100.714	NOUN
agb-217	453	106	08/30	08/30	NUM
agb-217	453	107	3	3	NUM
agb-217	453	108	23	23	NUM
agb-217	453	109	0.03	0.03	NUM
agb-217	453	110	swok	swok	NOUN
agb-217	453	111	34.407	34.407	NUM
agb-217	453	112	-99.168	-99.168	NOUN
agb-217	453	113	28	28	NUM
agb-217	453	114	9.1	9.1	NUM
agb-217	453	115	swok	swok	NOUN
agb-217	453	116	35.467	35.467	NUM
agb-217	453	117	-98.076	-98.076	NUM
agb-217	453	118	34	34	NUM
agb-217	453	119	518.78	518.78	NUM
agb-217	453	120	swok	swok	NOUN
agb-217	453	121	35.465	35.465	NUM
agb-217	453	122	-97.874	-97.874	NUM
agb-217	453	123	note	note	VERB
agb-217	453	124	.	.	PUNCT
agb-217	454	1	data	datum	NOUN
agb-217	454	2	from	from	ADP
agb-217	454	3	dr	dr	PROPN
agb-217	454	4	.	.	PROPN
agb-217	454	5	norman	norman	PROPN
agb-217	454	6	elliott	elliott	PROPN
agb-217	454	7	,	,	PUNCT
agb-217	454	8	usda	usda	NOUN
agb-217	454	9	-	-	PUNCT
agb-217	454	10	ars	ar	NOUN
agb-217	454	11	(	(	PUNCT
agb-217	454	12	personal	personal	ADJ
agb-217	454	13	communication	communication	NOUN
agb-217	454	14	,	,	PUNCT
agb-217	454	15	2021	2021	NUM
agb-217	454	16	)	)	PUNCT
agb-217	454	17	.	.	PUNCT
agb-217	455	1	a	a	DET
agb-217	455	2	region	region	NOUN
agb-217	455	3	means	mean	VERB
agb-217	455	4	the	the	DET
agb-217	455	5	northwest	northwest	NOUN
agb-217	455	6	(	(	PUNCT
agb-217	455	7	ph	ph	PROPN
agb-217	455	8	)	)	PUNCT
agb-217	455	9	,	,	PUNCT
agb-217	455	10	southwest	southwest	NOUN
agb-217	455	11	(	(	PUNCT
agb-217	455	12	sw	sw	PROPN
agb-217	455	13	)	)	PUNCT
agb-217	455	14	,	,	PUNCT
agb-217	455	15	and	and	CCONJ
agb-217	455	16	north	north	NOUN
agb-217	455	17	-	-	PUNCT
agb-217	455	18	central	central	ADJ
agb-217	455	19	(	(	PUNCT
agb-217	455	20	nc	nc	NOUN
agb-217	455	21	)	)	PUNCT
agb-217	455	22	regions	region	NOUN
agb-217	455	23	,	,	PUNCT
agb-217	455	24	respectively	respectively	ADV
agb-217	455	25	.	.	PUNCT