id	sid	tid	token	lemma	pos
afs-127935	1	1	agricultural	agricultural	ADJ
afs-127935	1	2	and	and	CCONJ
afs-127935	1	3	food	food	NOUN
afs-127935	1	4	science	science	NOUN
afs-127935	1	5	agricultural	agricultural	ADJ
afs-127935	1	6	and	and	CCONJ
afs-127935	1	7	food	food	NOUN
afs-127935	1	8	science	science	NOUN
afs-127935	1	9	(	(	PUNCT
afs-127935	1	10	2023	2023	NUM
afs-127935	1	11	)	)	PUNCT
afs-127935	1	12	32	32	NUM
afs-127935	1	13	:	:	PUNCT
afs-127935	1	14	80–93	80–93	NUM
afs-127935	1	15	80	80	NUM
afs-127935	1	16	https://doi.org/10.23986/afsci.127935	https://doi.org/10.23986/afsci.127935	NOUN
afs-127935	1	17	yield	yield	NOUN
afs-127935	1	18	predictions	prediction	NOUN
afs-127935	1	19	of	of	ADP
afs-127935	1	20	timothy	timothy	PROPN
afs-127935	1	21	(	(	PUNCT
afs-127935	1	22	phleum	phleum	PROPN
afs-127935	1	23	pratense	pratense	PROPN
afs-127935	1	24	l.	l.	PROPN
afs-127935	1	25	)	)	PUNCT
afs-127935	1	26	in	in	ADP
afs-127935	1	27	norway	norway	PROPN
afs-127935	1	28	under	under	ADP
afs-127935	1	29	future	future	ADJ
afs-127935	1	30	climate	climate	NOUN
afs-127935	1	31	scenarios	scenario	NOUN
afs-127935	1	32	kristoffer	kristoffer	PROPN
afs-127935	1	33	h.	h.	PROPN
afs-127935	1	34	hellton1	hellton1	PROPN
afs-127935	1	35	,	,	PUNCT
afs-127935	1	36	helga	helga	PROPN
afs-127935	1	37	amdahl2	amdahl2	PROPN
afs-127935	1	38	,	,	PUNCT
afs-127935	1	39	thordis	thordi	NOUN
afs-127935	1	40	l.	l.	PROPN
afs-127935	1	41	thorarinsdottir1	thorarinsdottir1	PROPN
afs-127935	1	42	,	,	PUNCT
afs-127935	1	43	muath	muath	PROPN
afs-127935	1	44	alsheikh2,3	alsheikh2,3	PROPN
afs-127935	1	45	,	,	PUNCT
afs-127935	1	46	trygve	trygve	NOUN
afs-127935	1	47	aamlid4	aamlid4	NOUN
afs-127935	1	48	,	,	PUNCT
afs-127935	1	49	marit	marit	PROPN
afs-127935	1	50	jørgensen5	jørgensen5	PROPN
afs-127935	1	51	,	,	PUNCT
afs-127935	1	52	sigridur	sigridur	NOUN
afs-127935	1	53	dalmannsdottir5	dalmannsdottir5	ADJ
afs-127935	1	54	and	and	CCONJ
afs-127935	1	55	odd	odd	ADJ
afs-127935	1	56	arne	arne	ADJ
afs-127935	1	57	rognli3	rognli3	NOUN
afs-127935	1	58	1norwegian	1norwegian	ADJ
afs-127935	1	59	computing	computing	NOUN
afs-127935	1	60	center	center	NOUN
afs-127935	1	61	,	,	PUNCT
afs-127935	1	62	p.o	p.o	PROPN
afs-127935	1	63	.	.	PROPN
afs-127935	1	64	box	box	PROPN
afs-127935	1	65	114	114	NUM
afs-127935	1	66	blindern	blindern	ADJ
afs-127935	1	67	,	,	PUNCT
afs-127935	1	68	0314	0314	NUM
afs-127935	1	69	oslo	oslo	PROPN
afs-127935	1	70	,	,	PUNCT
afs-127935	1	71	norway	norway	NOUN
afs-127935	1	72	2graminor	2graminor	NUM
afs-127935	1	73	as	as	ADP
afs-127935	1	74	,	,	PUNCT
afs-127935	1	75	bjørke	bjørke	NOUN
afs-127935	1	76	gård	gård	NOUN
afs-127935	1	77	,	,	PUNCT
afs-127935	1	78	hommelstadvegen	hommelstadvegen	NOUN
afs-127935	1	79	60	60	NUM
afs-127935	1	80	,	,	PUNCT
afs-127935	1	81	2322	2322	NUM
afs-127935	1	82	ridabu	ridabu	NOUN
afs-127935	1	83	,	,	PUNCT
afs-127935	1	84	norway	norway	PROPN
afs-127935	1	85	3faculty	3faculty	NUM
afs-127935	1	86	of	of	ADP
afs-127935	1	87	biosciences	bioscience	NOUN
afs-127935	1	88	,	,	PUNCT
afs-127935	1	89	norwegian	norwegian	ADJ
afs-127935	1	90	university	university	NOUN
afs-127935	1	91	of	of	ADP
afs-127935	1	92	life	life	NOUN
afs-127935	1	93	sciences	science	NOUN
afs-127935	1	94	,	,	PUNCT
afs-127935	1	95	1432	1432	NUM
afs-127935	1	96	ås	ås	NOUN
afs-127935	1	97	,	,	PUNCT
afs-127935	1	98	norway	norway	NOUN
afs-127935	1	99	4urban	4urban	NUM
afs-127935	1	100	greening	greening	NOUN
afs-127935	1	101	and	and	CCONJ
afs-127935	1	102	vegetation	vegetation	NOUN
afs-127935	1	103	ecology	ecology	NOUN
afs-127935	1	104	,	,	PUNCT
afs-127935	1	105	norwegian	norwegian	PROPN
afs-127935	1	106	institute	institute	NOUN
afs-127935	1	107	of	of	ADP
afs-127935	1	108	bioeconomy	bioeconomy	PROPN
afs-127935	1	109	research	research	NOUN
afs-127935	1	110	,	,	PUNCT
afs-127935	1	111	p.o	p.o	PROPN
afs-127935	1	112	.	.	PROPN
afs-127935	1	113	box	box	PROPN
afs-127935	1	114	115	115	NUM
afs-127935	1	115	,	,	PUNCT
afs-127935	1	116	1431	1431	NUM
afs-127935	1	117	ås	ås	NOUN
afs-127935	1	118	,	,	PUNCT
afs-127935	1	119	norway	norway	NOUN
afs-127935	1	120	5grassland	5grassland	NUM
afs-127935	1	121	and	and	CCONJ
afs-127935	1	122	livestock	livestock	NOUN
afs-127935	1	123	,	,	PUNCT
afs-127935	1	124	norwegian	norwegian	PROPN
afs-127935	1	125	institute	institute	NOUN
afs-127935	1	126	of	of	ADP
afs-127935	1	127	bioeconomy	bioeconomy	PROPN
afs-127935	1	128	research	research	NOUN
afs-127935	1	129	,	,	PUNCT
afs-127935	1	130	p.o	p.o	PROPN
afs-127935	1	131	.	.	PROPN
afs-127935	1	132	box	box	PROPN
afs-127935	1	133	115	115	NUM
afs-127935	1	134	,	,	PUNCT
afs-127935	1	135	1431	1431	NUM
afs-127935	1	136	ås	ås	NOUN
afs-127935	1	137	,	,	PUNCT
afs-127935	1	138	norway	norway	NOUN
afs-127935	1	139	e	e	NOUN
afs-127935	1	140	-	-	NOUN
afs-127935	1	141	mail	mail	NOUN
afs-127935	1	142	:	:	PUNCT
afs-127935	1	143	hellton@nr.no	hellton@nr.no	VERB
afs-127935	1	144	the	the	DET
afs-127935	1	145	perennial	perennial	ADJ
afs-127935	1	146	forage	forage	NOUN
afs-127935	1	147	grass	grass	NOUN
afs-127935	1	148	timothy	timothy	PROPN
afs-127935	1	149	(	(	PUNCT
afs-127935	1	150	phleum	phleum	PROPN
afs-127935	1	151	pratense	pratense	PROPN
afs-127935	1	152	l.	l.	PROPN
afs-127935	1	153	)	)	PUNCT
afs-127935	1	154	is	be	AUX
afs-127935	1	155	the	the	DET
afs-127935	1	156	most	most	ADV
afs-127935	1	157	important	important	ADJ
afs-127935	1	158	forage	forage	NOUN
afs-127935	1	159	crop	crop	NOUN
afs-127935	1	160	in	in	ADP
afs-127935	1	161	norway	norway	PROPN
afs-127935	1	162	.	.	PUNCT
afs-127935	2	1	future	future	ADJ
afs-127935	2	2	changes	change	NOUN
afs-127935	2	3	in	in	ADP
afs-127935	2	4	the	the	DET
afs-127935	2	5	climate	climate	NOUN
afs-127935	2	6	will	will	AUX
afs-127935	2	7	affect	affect	VERB
afs-127935	2	8	growing	grow	VERB
afs-127935	2	9	conditions	condition	NOUN
afs-127935	2	10	and	and	CCONJ
afs-127935	2	11	hence	hence	ADV
afs-127935	2	12	the	the	DET
afs-127935	2	13	yield	yield	NOUN
afs-127935	2	14	output	output	NOUN
afs-127935	2	15	.	.	PUNCT
afs-127935	3	1	we	we	PRON
afs-127935	3	2	used	use	VERB
afs-127935	3	3	data	datum	NOUN
afs-127935	3	4	from	from	ADP
afs-127935	3	5	the	the	DET
afs-127935	3	6	norwegian	norwegian	ADJ
afs-127935	3	7	value	value	NOUN
afs-127935	3	8	for	for	ADP
afs-127935	3	9	cultivation	cultivation	NOUN
afs-127935	3	10	and	and	CCONJ
afs-127935	3	11	use	use	NOUN
afs-127935	3	12	testing	testing	NOUN
afs-127935	3	13	to	to	PART
afs-127935	3	14	find	find	VERB
afs-127935	3	15	a	a	DET
afs-127935	3	16	statistical	statistical	ADJ
afs-127935	3	17	prediction	prediction	NOUN
afs-127935	3	18	model	model	NOUN
afs-127935	3	19	for	for	ADP
afs-127935	3	20	total	total	ADJ
afs-127935	3	21	dry	dry	ADJ
afs-127935	3	22	matter	matter	NOUN
afs-127935	3	23	yield	yield	NOUN
afs-127935	3	24	(	(	PUNCT
afs-127935	3	25	dmy	dmy	PROPN
afs-127935	3	26	)	)	PUNCT
afs-127935	3	27	based	base	VERB
afs-127935	3	28	on	on	ADP
afs-127935	3	29	agro	agro	ADJ
afs-127935	3	30	-	-	ADJ
afs-127935	3	31	climatic	climatic	ADJ
afs-127935	3	32	variables	variable	NOUN
afs-127935	3	33	.	.	PUNCT
afs-127935	4	1	the	the	DET
afs-127935	4	2	statistical	statistical	ADJ
afs-127935	4	3	model	model	NOUN
afs-127935	4	4	selection	selection	NOUN
afs-127935	4	5	found	find	VERB
afs-127935	4	6	that	that	SCONJ
afs-127935	4	7	the	the	DET
afs-127935	4	8	predictors	predictor	NOUN
afs-127935	4	9	with	with	ADP
afs-127935	4	10	the	the	DET
afs-127935	4	11	highest	high	ADJ
afs-127935	4	12	predictive	predictive	ADJ
afs-127935	4	13	power	power	NOUN
afs-127935	4	14	were	be	AUX
afs-127935	4	15	growing	grow	VERB
afs-127935	4	16	degree	degree	NOUN
afs-127935	4	17	days	day	NOUN
afs-127935	4	18	(	(	PUNCT
afs-127935	4	19	gdd	gdd	PROPN
afs-127935	4	20	)	)	PUNCT
afs-127935	4	21	in	in	ADP
afs-127935	4	22	july	july	PROPN
afs-127935	4	23	and	and	CCONJ
afs-127935	4	24	the	the	DET
afs-127935	4	25	number	number	NOUN
afs-127935	4	26	of	of	ADP
afs-127935	4	27	days	day	NOUN
afs-127935	4	28	with	with	ADP
afs-127935	4	29	rain	rain	NOUN
afs-127935	4	30	(	(	PUNCT
afs-127935	4	31	>	>	NOUN
afs-127935	4	32	1	1	NUM
afs-127935	4	33	mm	mm	NOUN
afs-127935	4	34	)	)	PUNCT
afs-127935	4	35	in	in	ADP
afs-127935	4	36	june	june	PROPN
afs-127935	4	37	–	–	PUNCT
afs-127935	4	38	july	july	PROPN
afs-127935	4	39	.	.	PUNCT
afs-127935	5	1	these	these	DET
afs-127935	5	2	predictors	predictor	NOUN
afs-127935	5	3	together	together	ADV
afs-127935	5	4	explained	explain	VERB
afs-127935	5	5	43	43	NUM
afs-127935	5	6	%	%	NOUN
afs-127935	5	7	of	of	ADP
afs-127935	5	8	the	the	DET
afs-127935	5	9	variability	variability	NOUN
afs-127935	5	10	in	in	ADP
afs-127935	5	11	total	total	ADJ
afs-127935	5	12	dmy	dmy	PROPN
afs-127935	5	13	.	.	PUNCT
afs-127935	6	1	further	far	ADV
afs-127935	6	2	,	,	PUNCT
afs-127935	6	3	the	the	DET
afs-127935	6	4	prediction	prediction	NOUN
afs-127935	6	5	model	model	NOUN
afs-127935	6	6	was	be	AUX
afs-127935	6	7	combined	combine	VERB
afs-127935	6	8	with	with	ADP
afs-127935	6	9	a	a	DET
afs-127935	6	10	range	range	NOUN
afs-127935	6	11	of	of	ADP
afs-127935	6	12	climate	climate	NOUN
afs-127935	6	13	ensembles	ensemble	NOUN
afs-127935	6	14	(	(	PUNCT
afs-127935	6	15	rcp4.5	rcp4.5	PROPN
afs-127935	6	16	)	)	PUNCT
afs-127935	6	17	to	to	PART
afs-127935	6	18	project	project	VERB
afs-127935	6	19	dmy	dmy	PROPN
afs-127935	6	20	of	of	ADP
afs-127935	6	21	timothy	timothy	PROPN
afs-127935	6	22	for	for	ADP
afs-127935	6	23	the	the	DET
afs-127935	6	24	decades	decade	NOUN
afs-127935	6	25	2050–2059	2050–2059	NUM
afs-127935	6	26	and	and	CCONJ
afs-127935	6	27	2090–2099	2090–2099	NUM
afs-127935	6	28	at	at	ADP
afs-127935	6	29	8	8	NUM
afs-127935	6	30	locations	location	NOUN
afs-127935	6	31	in	in	ADP
afs-127935	6	32	norway	norway	PROPN
afs-127935	6	33	.	.	PUNCT
afs-127935	7	1	our	our	PRON
afs-127935	7	2	projections	projection	NOUN
afs-127935	7	3	forecast	forecast	VERB
afs-127935	7	4	that	that	SCONJ
afs-127935	7	5	dmy	dmy	PROPN
afs-127935	7	6	of	of	ADP
afs-127935	7	7	today	today	NOUN
afs-127935	7	8	’s	’s	PART
afs-127935	7	9	timothy	timothy	PROPN
afs-127935	7	10	varieties	variety	NOUN
afs-127935	7	11	may	may	AUX
afs-127935	7	12	decrease	decrease	VERB
afs-127935	7	13	substantially	substantially	ADV
afs-127935	7	14	in	in	ADP
afs-127935	7	15	south	south	ADJ
afs-127935	7	16	-	-	PUNCT
afs-127935	7	17	eastern	eastern	ADJ
afs-127935	7	18	norway	norway	NOUN
afs-127935	7	19	,	,	PUNCT
afs-127935	7	20	but	but	CCONJ
afs-127935	7	21	increase	increase	VERB
afs-127935	7	22	in	in	ADP
afs-127935	7	23	northern	northern	ADJ
afs-127935	7	24	norway	norway	NOUN
afs-127935	7	25	,	,	PUNCT
afs-127935	7	26	by	by	ADP
afs-127935	7	27	the	the	DET
afs-127935	7	28	middle	middle	NOUN
afs-127935	7	29	of	of	ADP
afs-127935	7	30	the	the	DET
afs-127935	7	31	century	century	NOUN
afs-127935	7	32	,	,	PUNCT
afs-127935	7	33	due	due	ADP
afs-127935	7	34	to	to	ADP
afs-127935	7	35	increased	increase	VERB
afs-127935	7	36	temperatures	temperature	NOUN
afs-127935	7	37	and	and	CCONJ
afs-127935	7	38	changing	change	VERB
afs-127935	7	39	precipitation	precipitation	NOUN
afs-127935	7	40	patterns	pattern	NOUN
afs-127935	7	41	.	.	PUNCT
afs-127935	8	1	key	key	ADJ
afs-127935	8	2	words	word	NOUN
afs-127935	8	3	:	:	PUNCT
afs-127935	8	4	timothy	timothy	PROPN
afs-127935	8	5	,	,	PUNCT
afs-127935	8	6	climatic	climatic	ADJ
afs-127935	8	7	factors	factor	NOUN
afs-127935	8	8	,	,	PUNCT
afs-127935	8	9	yield	yield	NOUN
afs-127935	8	10	prediction	prediction	NOUN
afs-127935	8	11	,	,	PUNCT
afs-127935	8	12	statistical	statistical	ADJ
afs-127935	8	13	modeling	modeling	NOUN
afs-127935	8	14	,	,	PUNCT
afs-127935	8	15	regression	regression	VERB
afs-127935	8	16	analysis	analysis	NOUN
afs-127935	8	17	introduction	introduction	NOUN
afs-127935	8	18	global	global	ADJ
afs-127935	8	19	climate	climate	NOUN
afs-127935	8	20	change	change	NOUN
afs-127935	8	21	is	be	AUX
afs-127935	8	22	now	now	ADV
afs-127935	8	23	the	the	DET
afs-127935	8	24	most	most	ADV
afs-127935	8	25	important	important	ADJ
afs-127935	8	26	challenge	challenge	NOUN
afs-127935	8	27	for	for	ADP
afs-127935	8	28	the	the	DET
afs-127935	8	29	breeding	breeding	NOUN
afs-127935	8	30	of	of	ADP
afs-127935	8	31	forage	forage	NOUN
afs-127935	8	32	crops	crop	NOUN
afs-127935	8	33	and	and	CCONJ
afs-127935	8	34	crop	crop	NOUN
afs-127935	8	35	management	management	NOUN
afs-127935	8	36	.	.	PUNCT
afs-127935	9	1	the	the	DET
afs-127935	9	2	warming	warming	NOUN
afs-127935	9	3	will	will	AUX
afs-127935	9	4	be	be	AUX
afs-127935	9	5	more	more	ADV
afs-127935	9	6	rapid	rapid	ADJ
afs-127935	9	7	in	in	ADP
afs-127935	9	8	northern	northern	ADJ
afs-127935	9	9	regions	region	NOUN
afs-127935	9	10	compared	compare	VERB
afs-127935	9	11	to	to	ADP
afs-127935	9	12	the	the	DET
afs-127935	9	13	global	global	ADJ
afs-127935	9	14	average	average	NOUN
afs-127935	9	15	(	(	PUNCT
afs-127935	9	16	rantanen	rantanen	NOUN
afs-127935	9	17	et	et	PROPN
afs-127935	9	18	al	al	PROPN
afs-127935	9	19	.	.	PROPN
afs-127935	9	20	2022	2022	NUM
afs-127935	9	21	)	)	PUNCT
afs-127935	9	22	.	.	PUNCT
afs-127935	10	1	both	both	DET
afs-127935	10	2	winter	winter	NOUN
afs-127935	10	3	and	and	CCONJ
afs-127935	10	4	summer	summer	NOUN
afs-127935	10	5	temperatures	temperature	NOUN
afs-127935	10	6	across	across	ADP
afs-127935	10	7	norway	norway	PROPN
afs-127935	10	8	are	be	AUX
afs-127935	10	9	projected	project	VERB
afs-127935	10	10	to	to	PART
afs-127935	10	11	increase	increase	VERB
afs-127935	10	12	(	(	PUNCT
afs-127935	10	13	hansen	hansen	PROPN
afs-127935	10	14	-	-	PUNCT
afs-127935	10	15	bauer	bauer	PROPN
afs-127935	10	16	et	et	PROPN
afs-127935	10	17	al	al	PROPN
afs-127935	10	18	.	.	PROPN
afs-127935	10	19	2015	2015	NUM
afs-127935	10	20	)	)	PUNCT
afs-127935	10	21	,	,	PUNCT
afs-127935	10	22	and	and	CCONJ
afs-127935	10	23	the	the	DET
afs-127935	10	24	temperature	temperature	NOUN
afs-127935	10	25	increase	increase	NOUN
afs-127935	10	26	is	be	AUX
afs-127935	10	27	expected	expect	VERB
afs-127935	10	28	to	to	PART
afs-127935	10	29	extend	extend	VERB
afs-127935	10	30	the	the	DET
afs-127935	10	31	growing	grow	VERB
afs-127935	10	32	season	season	NOUN
afs-127935	10	33	for	for	ADP
afs-127935	10	34	grasslands	grassland	NOUN
afs-127935	10	35	(	(	PUNCT
afs-127935	10	36	olesen	olesen	VERB
afs-127935	10	37	et	et	PROPN
afs-127935	10	38	al	al	PROPN
afs-127935	10	39	.	.	PROPN
afs-127935	10	40	2011	2011	NUM
afs-127935	10	41	)	)	PUNCT
afs-127935	10	42	.	.	PUNCT
afs-127935	11	1	furthermore	furthermore	ADV
afs-127935	11	2	,	,	PUNCT
afs-127935	11	3	precipitation	precipitation	NOUN
afs-127935	11	4	patterns	pattern	NOUN
afs-127935	11	5	are	be	AUX
afs-127935	11	6	projected	project	VERB
afs-127935	11	7	to	to	PART
afs-127935	11	8	change	change	VERB
afs-127935	11	9	with	with	ADP
afs-127935	11	10	more	more	ADV
afs-127935	11	11	extreme	extreme	ADJ
afs-127935	11	12	events	event	NOUN
afs-127935	11	13	and	and	CCONJ
afs-127935	11	14	more	more	ADV
afs-127935	11	15	unstable	unstable	ADJ
afs-127935	11	16	winters	winter	NOUN
afs-127935	11	17	across	across	ADP
afs-127935	11	18	norway	norway	PROPN
afs-127935	11	19	(	(	PUNCT
afs-127935	11	20	hansen	hansen	PROPN
afs-127935	11	21	-	-	PROPN
afs-127935	11	22	bauer	bauer	PROPN
afs-127935	11	23	et	et	PROPN
afs-127935	11	24	al	al	PROPN
afs-127935	11	25	.	.	PROPN
afs-127935	11	26	2015	2015	NUM
afs-127935	11	27	)	)	PUNCT
afs-127935	11	28	.	.	PUNCT
afs-127935	12	1	less	less	ADJ
afs-127935	12	2	snow	snow	NOUN
afs-127935	12	3	cover	cover	NOUN
afs-127935	12	4	and	and	CCONJ
afs-127935	12	5	more	more	ADV
afs-127935	12	6	frequent	frequent	ADJ
afs-127935	12	7	mild	mild	ADJ
afs-127935	12	8	spells	spell	NOUN
afs-127935	12	9	and	and	CCONJ
afs-127935	12	10	rain	rain	NOUN
afs-127935	12	11	on	on	ADP
afs-127935	12	12	snow	snow	NOUN
afs-127935	12	13	may	may	AUX
afs-127935	12	14	increase	increase	VERB
afs-127935	12	15	the	the	DET
afs-127935	12	16	risks	risk	NOUN
afs-127935	12	17	of	of	ADP
afs-127935	12	18	damage	damage	NOUN
afs-127935	12	19	due	due	ADP
afs-127935	12	20	to	to	ADP
afs-127935	12	21	freezing	freezing	NOUN
afs-127935	12	22	and	and	CCONJ
afs-127935	12	23	ice	ice	NOUN
afs-127935	12	24	encasement	encasement	NOUN
afs-127935	12	25	(	(	PUNCT
afs-127935	12	26	rapacz	rapacz	NOUN
afs-127935	12	27	et	et	PROPN
afs-127935	12	28	al	al	PROPN
afs-127935	12	29	.	.	PROPN
afs-127935	12	30	2014	2014	NUM
afs-127935	12	31	,	,	PUNCT
afs-127935	12	32	bjerke	bjerke	PROPN
afs-127935	12	33	et	et	PROPN
afs-127935	12	34	al	al	PROPN
afs-127935	12	35	.	.	PROPN
afs-127935	12	36	2015	2015	NUM
afs-127935	12	37	)	)	PUNCT
afs-127935	12	38	.	.	PUNCT
afs-127935	13	1	these	these	DET
afs-127935	13	2	changes	change	NOUN
afs-127935	13	3	will	will	AUX
afs-127935	13	4	create	create	VERB
afs-127935	13	5	abiotic	abiotic	ADJ
afs-127935	13	6	stresses	stress	NOUN
afs-127935	13	7	that	that	PRON
afs-127935	13	8	may	may	AUX
afs-127935	13	9	affect	affect	VERB
afs-127935	13	10	forage	forage	NOUN
afs-127935	13	11	yields	yield	NOUN
afs-127935	13	12	.	.	PUNCT
afs-127935	14	1	also	also	ADV
afs-127935	14	2	,	,	PUNCT
afs-127935	14	3	drought	drought	NOUN
afs-127935	14	4	(	(	PUNCT
afs-127935	14	5	caused	cause	VERB
afs-127935	14	6	by	by	ADP
afs-127935	14	7	periods	period	NOUN
afs-127935	14	8	of	of	ADP
afs-127935	14	9	decreased	decrease	VERB
afs-127935	14	10	precipitation	precipitation	NOUN
afs-127935	14	11	and	and	CCONJ
afs-127935	14	12	increased	increase	VERB
afs-127935	14	13	evapotranspiration	evapotranspiration	NOUN
afs-127935	14	14	)	)	PUNCT
afs-127935	14	15	and	and	CCONJ
afs-127935	14	16	increased	increase	VERB
afs-127935	14	17	climate	climate	NOUN
afs-127935	14	18	variability	variability	NOUN
afs-127935	14	19	are	be	AUX
afs-127935	14	20	expected	expect	VERB
afs-127935	14	21	to	to	PART
afs-127935	14	22	have	have	VERB
afs-127935	14	23	negative	negative	ADJ
afs-127935	14	24	impacts	impact	NOUN
afs-127935	14	25	on	on	ADP
afs-127935	14	26	grasslands	grassland	NOUN
afs-127935	14	27	.	.	PUNCT
afs-127935	15	1	the	the	DET
afs-127935	15	2	magnitude	magnitude	NOUN
afs-127935	15	3	of	of	ADP
afs-127935	15	4	changes	change	NOUN
afs-127935	15	5	(	(	PUNCT
afs-127935	15	6	both	both	CCONJ
afs-127935	15	7	positive	positive	ADJ
afs-127935	15	8	and	and	CCONJ
afs-127935	15	9	negative	negative	ADJ
afs-127935	15	10	)	)	PUNCT
afs-127935	15	11	is	be	AUX
afs-127935	15	12	expected	expect	VERB
afs-127935	15	13	to	to	PART
afs-127935	15	14	be	be	AUX
afs-127935	15	15	the	the	DET
afs-127935	15	16	largest	large	ADJ
afs-127935	15	17	in	in	ADP
afs-127935	15	18	northernmost	northernmost	ADV
afs-127935	15	19	europe	europe	PROPN
afs-127935	15	20	(	(	PUNCT
afs-127935	15	21	olesen	olesen	VERB
afs-127935	15	22	et	et	PROPN
afs-127935	15	23	al	al	PROPN
afs-127935	15	24	.	.	PROPN
afs-127935	15	25	2011	2011	NUM
afs-127935	15	26	)	)	PUNCT
afs-127935	15	27	.	.	PUNCT
afs-127935	16	1	due	due	ADP
afs-127935	16	2	to	to	ADP
afs-127935	16	3	this	this	DET
afs-127935	16	4	complex	complex	ADJ
afs-127935	16	5	situation	situation	NOUN
afs-127935	16	6	with	with	ADP
afs-127935	16	7	contrasting	contrast	VERB
afs-127935	16	8	effects	effect	NOUN
afs-127935	16	9	following	follow	VERB
afs-127935	16	10	climate	climate	NOUN
afs-127935	16	11	change	change	NOUN
afs-127935	16	12	,	,	PUNCT
afs-127935	16	13	more	more	ADV
afs-127935	16	14	detailed	detailed	ADJ
afs-127935	16	15	projections	projection	NOUN
afs-127935	16	16	of	of	ADP
afs-127935	16	17	location	location	NOUN
afs-127935	16	18	-	-	PUNCT
afs-127935	16	19	specific	specific	ADJ
afs-127935	16	20	changes	change	NOUN
afs-127935	16	21	across	across	ADP
afs-127935	16	22	norway	norway	PROPN
afs-127935	16	23	are	be	AUX
afs-127935	16	24	needed	need	VERB
afs-127935	16	25	.	.	PUNCT
afs-127935	17	1	timothy	timothy	PROPN
afs-127935	17	2	(	(	PUNCT
afs-127935	17	3	phleum	phleum	PROPN
afs-127935	17	4	pratense	pratense	PROPN
afs-127935	17	5	l.	l.	PROPN
afs-127935	17	6	)	)	PUNCT
afs-127935	17	7	is	be	AUX
afs-127935	17	8	a	a	DET
afs-127935	17	9	temperate	temperate	ADJ
afs-127935	17	10	perennial	perennial	ADJ
afs-127935	17	11	forage	forage	NOUN
afs-127935	17	12	grass	grass	NOUN
afs-127935	17	13	widely	widely	ADV
afs-127935	17	14	used	use	VERB
afs-127935	17	15	in	in	ADP
afs-127935	17	16	northern	northern	ADJ
afs-127935	17	17	parts	part	NOUN
afs-127935	17	18	of	of	ADP
afs-127935	17	19	europe	europe	PROPN
afs-127935	17	20	(	(	PUNCT
afs-127935	17	21	nordic	nordic	ADJ
afs-127935	17	22	countries	country	NOUN
afs-127935	17	23	)	)	PUNCT
afs-127935	17	24	,	,	PUNCT
afs-127935	17	25	japan	japan	PROPN
afs-127935	17	26	,	,	PUNCT
afs-127935	17	27	canada	canada	PROPN
afs-127935	17	28	,	,	PUNCT
afs-127935	17	29	and	and	CCONJ
afs-127935	17	30	usa	usa	PROPN
afs-127935	17	31	(	(	PUNCT
afs-127935	17	32	tamaki	tamaki	NOUN
afs-127935	17	33	et	et	PROPN
afs-127935	17	34	al	al	PROPN
afs-127935	17	35	.	.	PROPN
afs-127935	17	36	2010	2010	NUM
afs-127935	17	37	,	,	PUNCT
afs-127935	17	38	stewart	stewart	PROPN
afs-127935	17	39	and	and	CCONJ
afs-127935	17	40	ellison	ellison	PROPN
afs-127935	17	41	2016	2016	NUM
afs-127935	17	42	)	)	PUNCT
afs-127935	17	43	.	.	PUNCT
afs-127935	18	1	stable	stable	ADJ
afs-127935	18	2	and	and	CCONJ
afs-127935	18	3	high	high	ADJ
afs-127935	18	4	yields	yield	NOUN
afs-127935	18	5	,	,	PUNCT
afs-127935	18	6	high	high	ADJ
afs-127935	18	7	forage	forage	NOUN
afs-127935	18	8	quality	quality	NOUN
afs-127935	18	9	,	,	PUNCT
afs-127935	18	10	good	good	ADJ
afs-127935	18	11	winter	winter	NOUN
afs-127935	18	12	hardiness	hardiness	ADJ
afs-127935	18	13	and	and	CCONJ
afs-127935	18	14	persistency	persistency	NOUN
afs-127935	18	15	are	be	AUX
afs-127935	18	16	decisive	decisive	ADJ
afs-127935	18	17	factors	factor	NOUN
afs-127935	18	18	for	for	ADP
afs-127935	18	19	a	a	DET
afs-127935	18	20	sustainable	sustainable	ADJ
afs-127935	18	21	forage	forage	NOUN
afs-127935	18	22	grass	grass	NOUN
afs-127935	18	23	production	production	NOUN
afs-127935	18	24	in	in	ADP
afs-127935	18	25	norway	norway	PROPN
afs-127935	18	26	.	.	PUNCT
afs-127935	19	1	as	as	SCONJ
afs-127935	19	2	timothy	timothy	PROPN
afs-127935	19	3	possesses	possess	VERB
afs-127935	19	4	most	most	ADJ
afs-127935	19	5	of	of	ADP
afs-127935	19	6	these	these	DET
afs-127935	19	7	traits	trait	NOUN
afs-127935	19	8	,	,	PUNCT
afs-127935	19	9	it	it	PRON
afs-127935	19	10	is	be	AUX
afs-127935	19	11	a	a	DET
afs-127935	19	12	key	key	ADJ
afs-127935	19	13	factor	factor	NOUN
afs-127935	19	14	for	for	ADP
afs-127935	19	15	the	the	DET
afs-127935	19	16	production	production	NOUN
afs-127935	19	17	of	of	ADP
afs-127935	19	18	high	high	ADJ
afs-127935	19	19	-	-	PUNCT
afs-127935	19	20	quality	quality	NOUN
afs-127935	19	21	local	local	ADJ
afs-127935	19	22	forage	forage	NOUN
afs-127935	19	23	and	and	CCONJ
afs-127935	19	24	vital	vital	ADJ
afs-127935	19	25	to	to	ADP
afs-127935	19	26	economically	economically	ADV
afs-127935	19	27	viable	viable	ADJ
afs-127935	19	28	livestock	livestock	NOUN
afs-127935	19	29	production	production	NOUN
afs-127935	19	30	in	in	ADP
afs-127935	19	31	norway	norway	PROPN
afs-127935	19	32	(	(	PUNCT
afs-127935	19	33	steinshamn	steinshamn	ADV
afs-127935	19	34	et	et	PROPN
afs-127935	19	35	al	al	PROPN
afs-127935	19	36	.	.	PROPN
afs-127935	19	37	2016	2016	NUM
afs-127935	19	38	)	)	PUNCT
afs-127935	19	39	.	.	PUNCT
afs-127935	20	1	there	there	PRON
afs-127935	20	2	is	be	VERB
afs-127935	20	3	a	a	DET
afs-127935	20	4	need	need	NOUN
afs-127935	20	5	for	for	ADP
afs-127935	20	6	cultivars	cultivar	NOUN
afs-127935	20	7	with	with	ADP
afs-127935	20	8	specific	specific	ADJ
afs-127935	20	9	adaptation	adaptation	NOUN
afs-127935	20	10	to	to	ADP
afs-127935	20	11	the	the	DET
afs-127935	20	12	short	short	ADJ
afs-127935	20	13	growing	grow	VERB
afs-127935	20	14	season	season	NOUN
afs-127935	20	15	with	with	ADP
afs-127935	20	16	long	long	ADJ
afs-127935	20	17	days	day	NOUN
afs-127935	20	18	and	and	CCONJ
afs-127935	20	19	long	long	ADJ
afs-127935	20	20	winters	winter	NOUN
afs-127935	20	21	with	with	ADP
afs-127935	20	22	variable	variable	ADJ
afs-127935	20	23	stress	stress	NOUN
afs-127935	20	24	conditions	condition	NOUN
afs-127935	20	25	.	.	PUNCT
afs-127935	21	1	rapid	rapid	ADJ
afs-127935	21	2	and	and	CCONJ
afs-127935	21	3	ongoing	ongoing	ADJ
afs-127935	21	4	climate	climate	NOUN
afs-127935	21	5	changes	change	NOUN
afs-127935	21	6	raise	raise	VERB
afs-127935	21	7	questions	question	NOUN
afs-127935	21	8	of	of	ADP
afs-127935	21	9	how	how	SCONJ
afs-127935	21	10	current	current	ADJ
afs-127935	21	11	timothy	timothy	ADJ
afs-127935	21	12	varieties	variety	NOUN
afs-127935	21	13	will	will	AUX
afs-127935	21	14	perform	perform	VERB
afs-127935	21	15	in	in	ADP
afs-127935	21	16	future	future	ADJ
afs-127935	21	17	climates	climate	NOUN
afs-127935	21	18	.	.	PUNCT
afs-127935	22	1	the	the	DET
afs-127935	22	2	availability	availability	NOUN
afs-127935	22	3	of	of	ADP
afs-127935	22	4	extensive	extensive	ADJ
afs-127935	22	5	data	datum	NOUN
afs-127935	22	6	from	from	ADP
afs-127935	22	7	norwegian	norwegian	ADJ
afs-127935	22	8	official	official	ADJ
afs-127935	22	9	variety	variety	NOUN
afs-127935	22	10	testing	testing	NOUN
afs-127935	22	11	of	of	ADP
afs-127935	22	12	timothy	timothy	PROPN
afs-127935	22	13	combined	combine	VERB
afs-127935	22	14	with	with	ADP
afs-127935	22	15	statistical	statistical	ADJ
afs-127935	22	16	modeling	modeling	NOUN
afs-127935	22	17	gives	give	VERB
afs-127935	22	18	a	a	DET
afs-127935	22	19	unique	unique	ADJ
afs-127935	22	20	opportunity	opportunity	NOUN
afs-127935	22	21	to	to	PART
afs-127935	22	22	study	study	VERB
afs-127935	22	23	this	this	DET
afs-127935	22	24	question	question	NOUN
afs-127935	22	25	.	.	PUNCT
afs-127935	23	1	several	several	ADJ
afs-127935	23	2	simulation	simulation	NOUN
afs-127935	23	3	or	or	CCONJ
afs-127935	23	4	process	process	NOUN
afs-127935	23	5	-	-	PUNCT
afs-127935	23	6	based	base	VERB
afs-127935	23	7	models	model	NOUN
afs-127935	23	8	have	have	AUX
afs-127935	23	9	been	be	AUX
afs-127935	23	10	developed	develop	VERB
afs-127935	23	11	to	to	PART
afs-127935	23	12	predict	predict	VERB
afs-127935	23	13	timothy	timothy	PROPN
afs-127935	23	14	yield	yield	NOUN
afs-127935	23	15	(	(	PUNCT
afs-127935	23	16	korhonen	korhonen	PROPN
afs-127935	23	17	et	et	PROPN
afs-127935	23	18	al	al	PROPN
afs-127935	23	19	.	.	PROPN
afs-127935	23	20	2018	2018	NUM
afs-127935	23	21	)	)	PUNCT
afs-127935	23	22	,	,	PUNCT
afs-127935	23	23	simulating	simulate	VERB
afs-127935	23	24	in	in	ADP
afs-127935	23	25	detail	detail	NOUN
afs-127935	23	26	the	the	DET
afs-127935	23	27	distinct	distinct	ADJ
afs-127935	23	28	phases	phase	NOUN
afs-127935	23	29	of	of	ADP
afs-127935	23	30	crop	crop	NOUN
afs-127935	23	31	growth	growth	NOUN
afs-127935	23	32	and	and	CCONJ
afs-127935	23	33	development	development	NOUN
afs-127935	23	34	.	.	PUNCT
afs-127935	24	1	combined	combine	VERB
afs-127935	24	2	with	with	ADP
afs-127935	24	3	climate	climate	NOUN
afs-127935	24	4	projections	projection	NOUN
afs-127935	24	5	these	these	DET
afs-127935	24	6	simulation	simulation	NOUN
afs-127935	24	7	models	model	NOUN
afs-127935	24	8	have	have	AUX
afs-127935	24	9	been	be	AUX
afs-127935	24	10	used	use	VERB
afs-127935	24	11	to	to	PART
afs-127935	24	12	project	project	VERB
afs-127935	24	13	future	future	ADJ
afs-127935	24	14	yield	yield	NOUN
afs-127935	24	15	output	output	NOUN
afs-127935	24	16	,	,	PUNCT
afs-127935	24	17	e.g.	e.g.	ADV
afs-127935	24	18	,	,	PUNCT
afs-127935	24	19	the	the	DET
afs-127935	24	20	use	use	NOUN
afs-127935	24	21	of	of	ADP
afs-127935	24	22	the	the	DET
afs-127935	24	23	catimo	catimo	NOUN
afs-127935	24	24	(	(	PUNCT
afs-127935	24	25	bonesmo	bonesmo	NOUN
afs-127935	24	26	and	and	CCONJ
afs-127935	24	27	received	receive	VERB
afs-127935	24	28	23	23	NUM
afs-127935	24	29	march	march	NOUN
afs-127935	24	30	2023	2023	NUM
afs-127935	24	31	/	/	PUNCT
afs-127935	24	32	accepted	accept	VERB
afs-127935	24	33	23	23	NUM
afs-127935	24	34	june	june	PROPN
afs-127935	24	35	2023	2023	NUM
afs-127935	24	36	the	the	DET
afs-127935	24	37	scientific	scientific	ADJ
afs-127935	24	38	agricultural	agricultural	ADJ
afs-127935	24	39	society	society	NOUN
afs-127935	24	40	of	of	ADP
afs-127935	24	41	finland	finland	PROPN
afs-127935	25	1	©	©	PROPN
afs-127935	25	2	this	this	PRON
afs-127935	25	3	is	be	AUX
afs-127935	25	4	an	an	DET
afs-127935	25	5	open	open	ADJ
afs-127935	25	6	access	access	NOUN
afs-127935	25	7	article	article	NOUN
afs-127935	25	8	under	under	ADP
afs-127935	25	9	the	the	DET
afs-127935	25	10	cc	cc	NOUN
afs-127935	25	11	by	by	ADP
afs-127935	25	12	4.012	4.012	NUM
afs-127935	25	13	k.h	k.h	PROPN
afs-127935	25	14	.	.	PUNCT
afs-127935	26	1	hellton	hellton	PROPN
afs-127935	26	2	et	et	PROPN
afs-127935	26	3	al	al	PROPN
afs-127935	26	4	.	.	PROPN
afs-127935	26	5	81	81	NUM
afs-127935	26	6	belanger	belanger	NOUN
afs-127935	26	7	2002	2002	NUM
afs-127935	26	8	)	)	PUNCT
afs-127935	26	9	to	to	PART
afs-127935	26	10	predict	predict	VERB
afs-127935	26	11	yield	yield	NOUN
afs-127935	26	12	of	of	ADP
afs-127935	26	13	timothy	timothy	PROPN
afs-127935	26	14	across	across	ADP
afs-127935	26	15	canada	canada	PROPN
afs-127935	26	16	for	for	ADP
afs-127935	26	17	2040–2069	2040–2069	NUM
afs-127935	26	18	(	(	PUNCT
afs-127935	26	19	jing	je	VERB
afs-127935	26	20	et	et	PROPN
afs-127935	26	21	al	al	PROPN
afs-127935	26	22	.	.	PROPN
afs-127935	26	23	2013	2013	NUM
afs-127935	26	24	)	)	PUNCT
afs-127935	26	25	.	.	PUNCT
afs-127935	27	1	persson	persson	PROPN
afs-127935	27	2	and	and	CCONJ
afs-127935	27	3	höglind	höglind	PROPN
afs-127935	27	4	(	(	PUNCT
afs-127935	27	5	2014	2014	NUM
afs-127935	27	6	)	)	PUNCT
afs-127935	27	7	simulated	simulate	VERB
afs-127935	27	8	timothy	timothy	PROPN
afs-127935	27	9	dry	dry	ADJ
afs-127935	27	10	matter	matter	NOUN
afs-127935	27	11	yields	yield	NOUN
afs-127935	27	12	using	use	VERB
afs-127935	27	13	the	the	DET
afs-127935	27	14	lingra	lingra	ADJ
afs-127935	27	15	model	model	NOUN
afs-127935	27	16	for	for	ADP
afs-127935	27	17	the	the	DET
afs-127935	27	18	periods	period	NOUN
afs-127935	27	19	1961–1990	1961–1990	NUM
afs-127935	27	20	,	,	PUNCT
afs-127935	27	21	2046–2056	2046–2056	NUM
afs-127935	27	22	and	and	CCONJ
afs-127935	27	23	2080	2080	NUM
afs-127935	27	24	–	–	PUNCT
afs-127935	27	25	2099	2099	NUM
afs-127935	27	26	for	for	ADP
afs-127935	27	27	five	five	NUM
afs-127935	27	28	locations	location	NOUN
afs-127935	27	29	in	in	ADP
afs-127935	27	30	various	various	ADJ
afs-127935	27	31	parts	part	NOUN
afs-127935	27	32	of	of	ADP
afs-127935	27	33	norway	norway	NOUN
afs-127935	27	34	based	base	VERB
afs-127935	27	35	on	on	ADP
afs-127935	27	36	climate	climate	NOUN
afs-127935	27	37	projections	projection	NOUN
afs-127935	27	38	.	.	PUNCT
afs-127935	28	1	the	the	DET
afs-127935	28	2	total	total	ADJ
afs-127935	28	3	biomass	biomass	NOUN
afs-127935	28	4	yield	yield	NOUN
afs-127935	28	5	was	be	AUX
afs-127935	28	6	predicted	predict	VERB
afs-127935	28	7	to	to	PART
afs-127935	28	8	increase	increase	VERB
afs-127935	28	9	for	for	ADP
afs-127935	28	10	all	all	DET
afs-127935	28	11	five	five	NUM
afs-127935	28	12	locations	location	NOUN
afs-127935	28	13	in	in	ADP
afs-127935	28	14	both	both	CCONJ
afs-127935	28	15	future	future	ADJ
afs-127935	28	16	time	time	NOUN
afs-127935	28	17	periods	period	NOUN
afs-127935	28	18	.	.	PUNCT
afs-127935	29	1	the	the	DET
afs-127935	29	2	model	model	NOUN
afs-127935	29	3	,	,	PUNCT
afs-127935	29	4	however	however	ADV
afs-127935	29	5	,	,	PUNCT
afs-127935	29	6	focused	focus	VERB
afs-127935	29	7	on	on	ADP
afs-127935	29	8	summer	summer	NOUN
afs-127935	29	9	growth	growth	NOUN
afs-127935	29	10	processes	process	NOUN
afs-127935	29	11	.	.	PUNCT
afs-127935	30	1	full	full	ADJ
afs-127935	30	2	-	-	PUNCT
afs-127935	30	3	year	year	NOUN
afs-127935	30	4	grassland	grassland	NOUN
afs-127935	30	5	models	model	NOUN
afs-127935	30	6	,	,	PUNCT
afs-127935	30	7	such	such	ADJ
afs-127935	30	8	as	as	ADP
afs-127935	30	9	basgra	basgra	PROPN
afs-127935	30	10	(	(	PUNCT
afs-127935	30	11	höglind	höglind	NOUN
afs-127935	30	12	et	et	PROPN
afs-127935	30	13	al	al	PROPN
afs-127935	30	14	.	.	PROPN
afs-127935	30	15	2016	2016	NUM
afs-127935	30	16	)	)	PUNCT
afs-127935	30	17	also	also	ADV
afs-127935	30	18	accounting	account	VERB
afs-127935	30	19	for	for	ADP
afs-127935	30	20	cold	cold	ADJ
afs-127935	30	21	hardening	hardening	NOUN
afs-127935	30	22	and	and	CCONJ
afs-127935	30	23	the	the	DET
afs-127935	30	24	effect	effect	NOUN
afs-127935	30	25	of	of	ADP
afs-127935	30	26	winter	winter	NOUN
afs-127935	30	27	conditions	condition	NOUN
afs-127935	30	28	,	,	PUNCT
afs-127935	30	29	have	have	AUX
afs-127935	30	30	to	to	ADP
afs-127935	30	31	date	date	NOUN
afs-127935	30	32	not	not	PART
afs-127935	30	33	been	be	AUX
afs-127935	30	34	used	use	VERB
afs-127935	30	35	with	with	ADP
afs-127935	30	36	climate	climate	NOUN
afs-127935	30	37	projections	projection	NOUN
afs-127935	30	38	.	.	PUNCT
afs-127935	31	1	using	use	VERB
afs-127935	31	2	statistical	statistical	ADJ
afs-127935	31	3	modeling	modeling	NOUN
afs-127935	31	4	and	and	CCONJ
afs-127935	31	5	a	a	DET
afs-127935	31	6	machine	machine	NOUN
afs-127935	31	7	learning	learn	VERB
afs-127935	31	8	approach	approach	NOUN
afs-127935	31	9	to	to	PART
afs-127935	31	10	predict	predict	VERB
afs-127935	31	11	yield	yield	NOUN
afs-127935	31	12	avoids	avoid	VERB
afs-127935	31	13	the	the	DET
afs-127935	31	14	detailed	detailed	ADJ
afs-127935	31	15	specification	specification	NOUN
afs-127935	31	16	and	and	CCONJ
afs-127935	31	17	calibration	calibration	NOUN
afs-127935	31	18	of	of	ADP
afs-127935	31	19	process	process	NOUN
afs-127935	31	20	-	-	PUNCT
afs-127935	31	21	based	base	VERB
afs-127935	31	22	models	model	NOUN
afs-127935	31	23	and	and	CCONJ
afs-127935	31	24	lets	let	VERB
afs-127935	31	25	the	the	DET
afs-127935	31	26	prediction	prediction	NOUN
afs-127935	31	27	framework	framework	NOUN
afs-127935	31	28	directly	directly	ADV
afs-127935	31	29	account	account	VERB
afs-127935	31	30	for	for	ADP
afs-127935	31	31	uncertainty	uncertainty	NOUN
afs-127935	31	32	.	.	PUNCT
afs-127935	32	1	statistical	statistical	ADJ
afs-127935	32	2	modeling	modeling	NOUN
afs-127935	32	3	has	have	AUX
afs-127935	32	4	for	for	ADP
afs-127935	32	5	instance	instance	NOUN
afs-127935	32	6	been	be	AUX
afs-127935	32	7	used	use	VERB
afs-127935	32	8	to	to	PART
afs-127935	32	9	predict	predict	VERB
afs-127935	32	10	yields	yield	NOUN
afs-127935	32	11	of	of	ADP
afs-127935	32	12	12	12	NUM
afs-127935	32	13	major	major	ADJ
afs-127935	32	14	californian	californian	ADJ
afs-127935	32	15	crops	crop	NOUN
afs-127935	32	16	(	(	PUNCT
afs-127935	32	17	lobell	lobell	NOUN
afs-127935	32	18	et	et	PROPN
afs-127935	32	19	al	al	PROPN
afs-127935	32	20	.	.	PROPN
afs-127935	32	21	2007	2007	NUM
afs-127935	32	22	)	)	PUNCT
afs-127935	32	23	but	but	CCONJ
afs-127935	32	24	has	have	AUX
afs-127935	32	25	never	never	ADV
afs-127935	32	26	been	be	AUX
afs-127935	32	27	used	use	VERB
afs-127935	32	28	for	for	ADP
afs-127935	32	29	timothy	timothy	PROPN
afs-127935	32	30	.	.	PUNCT
afs-127935	33	1	a	a	DET
afs-127935	33	2	statistical	statistical	ADJ
afs-127935	33	3	model	model	NOUN
afs-127935	33	4	accounts	account	VERB
afs-127935	33	5	for	for	ADP
afs-127935	33	6	the	the	DET
afs-127935	33	7	relationship	relationship	NOUN
afs-127935	33	8	between	between	ADP
afs-127935	33	9	predictive	predictive	ADJ
afs-127935	33	10	variables	variable	NOUN
afs-127935	33	11	,	,	PUNCT
afs-127935	33	12	or	or	CCONJ
afs-127935	33	13	predictors	predictor	NOUN
afs-127935	33	14	,	,	PUNCT
afs-127935	33	15	and	and	CCONJ
afs-127935	33	16	produces	produce	VERB
afs-127935	33	17	an	an	DET
afs-127935	33	18	outcome	outcome	NOUN
afs-127935	33	19	with	with	ADP
afs-127935	33	20	stochastic	stochastic	ADJ
afs-127935	33	21	noise	noise	NOUN
afs-127935	33	22	(	(	PUNCT
afs-127935	33	23	kuhn	kuhn	PROPN
afs-127935	33	24	and	and	CCONJ
afs-127935	33	25	johnson	johnson	PROPN
afs-127935	33	26	2013	2013	NUM
afs-127935	33	27	)	)	PUNCT
afs-127935	33	28	.	.	PUNCT
afs-127935	34	1	the	the	DET
afs-127935	34	2	most	most	ADV
afs-127935	34	3	important	important	ADJ
afs-127935	34	4	agro	agro	ADJ
afs-127935	34	5	climatic	climatic	ADJ
afs-127935	34	6	variables	variable	NOUN
afs-127935	34	7	for	for	ADP
afs-127935	34	8	grasslands	grassland	NOUN
afs-127935	34	9	are	be	AUX
afs-127935	34	10	temperature	temperature	NOUN
afs-127935	34	11	and	and	CCONJ
afs-127935	34	12	water	water	NOUN
afs-127935	34	13	availability	availability	NOUN
afs-127935	34	14	.	.	PUNCT
afs-127935	35	1	in	in	ADP
afs-127935	35	2	general	general	ADJ
afs-127935	35	3	,	,	PUNCT
afs-127935	35	4	the	the	DET
afs-127935	35	5	growth	growth	NOUN
afs-127935	35	6	of	of	ADP
afs-127935	35	7	temperate	temperate	NOUN
afs-127935	35	8	(	(	PUNCT
afs-127935	35	9	c3	c3	NOUN
afs-127935	35	10	)	)	PUNCT
afs-127935	35	11	plant	plant	NOUN
afs-127935	35	12	species	specie	NOUN
afs-127935	35	13	is	be	AUX
afs-127935	35	14	slow	slow	ADJ
afs-127935	35	15	at	at	ADP
afs-127935	35	16	low	low	ADJ
afs-127935	35	17	temperatures	temperature	NOUN
afs-127935	35	18	and	and	CCONJ
afs-127935	35	19	increases	increase	NOUN
afs-127935	35	20	as	as	SCONJ
afs-127935	35	21	the	the	DET
afs-127935	35	22	temperature	temperature	NOUN
afs-127935	35	23	rises	rise	VERB
afs-127935	35	24	to	to	ADP
afs-127935	35	25	an	an	DET
afs-127935	35	26	optimum	optimum	ADJ
afs-127935	35	27	level	level	NOUN
afs-127935	35	28	,	,	PUNCT
afs-127935	35	29	above	above	ADP
afs-127935	35	30	which	which	PRON
afs-127935	35	31	it	it	PRON
afs-127935	35	32	decreases	decrease	VERB
afs-127935	35	33	when	when	SCONJ
afs-127935	35	34	the	the	DET
afs-127935	35	35	temperature	temperature	NOUN
afs-127935	35	36	becomes	become	VERB
afs-127935	35	37	too	too	ADV
afs-127935	35	38	high	high	ADJ
afs-127935	35	39	.	.	PUNCT
afs-127935	36	1	this	this	PRON
afs-127935	36	2	implies	imply	VERB
afs-127935	36	3	a	a	DET
afs-127935	36	4	non	non	ADJ
afs-127935	36	5	-	-	ADJ
afs-127935	36	6	linear	linear	ADJ
afs-127935	36	7	relation	relation	NOUN
afs-127935	36	8	between	between	ADP
afs-127935	36	9	temperature	temperature	NOUN
afs-127935	36	10	and	and	CCONJ
afs-127935	36	11	yields	yield	NOUN
afs-127935	36	12	,	,	PUNCT
afs-127935	36	13	and	and	CCONJ
afs-127935	36	14	baker	baker	PROPN
afs-127935	36	15	and	and	CCONJ
afs-127935	36	16	jung	jung	PROPN
afs-127935	36	17	(	(	PUNCT
afs-127935	36	18	1968	1968	NUM
afs-127935	36	19	)	)	PUNCT
afs-127935	36	20	,	,	PUNCT
afs-127935	36	21	found	find	VERB
afs-127935	36	22	that	that	SCONJ
afs-127935	36	23	the	the	DET
afs-127935	36	24	top	top	ADJ
afs-127935	36	25	growth	growth	NOUN
afs-127935	36	26	of	of	ADP
afs-127935	36	27	timothy	timothy	PROPN
afs-127935	36	28	was	be	AUX
afs-127935	36	29	at	at	ADP
afs-127935	36	30	its	its	PRON
afs-127935	36	31	optimum	optimum	NOUN
afs-127935	36	32	at	at	ADP
afs-127935	36	33	a	a	DET
afs-127935	36	34	temperature	temperature	NOUN
afs-127935	36	35	of	of	ADP
afs-127935	36	36	18–20	18–20	NUM
afs-127935	36	37	°	°	SYM
afs-127935	36	38	c	c	NOUN
afs-127935	36	39	.	.	PUNCT
afs-127935	37	1	later	later	ADJ
afs-127935	37	2	experiments	experiment	NOUN
afs-127935	37	3	have	have	AUX
afs-127935	37	4	shown	show	VERB
afs-127935	37	5	,	,	PUNCT
afs-127935	37	6	however	however	ADV
afs-127935	37	7	,	,	PUNCT
afs-127935	37	8	that	that	SCONJ
afs-127935	37	9	cool	cool	ADJ
afs-127935	37	10	-	-	PUNCT
afs-127935	37	11	season	season	NOUN
afs-127935	37	12	grasses	grass	NOUN
afs-127935	37	13	can	can	AUX
afs-127935	37	14	grow	grow	VERB
afs-127935	37	15	rapidly	rapidly	ADV
afs-127935	37	16	also	also	ADV
afs-127935	37	17	at	at	ADP
afs-127935	37	18	lower	low	ADJ
afs-127935	37	19	temperatures	temperature	NOUN
afs-127935	37	20	(	(	PUNCT
afs-127935	37	21	thorvaldsson	thorvaldsson	NOUN
afs-127935	37	22	and	and	CCONJ
afs-127935	37	23	martin	martin	PROPN
afs-127935	37	24	2004	2004	NUM
afs-127935	37	25	)	)	PUNCT
afs-127935	37	26	.	.	PUNCT
afs-127935	38	1	water	water	NOUN
afs-127935	38	2	availability	availability	NOUN
afs-127935	38	3	is	be	AUX
afs-127935	38	4	equally	equally	ADV
afs-127935	38	5	important	important	ADJ
afs-127935	38	6	,	,	PUNCT
afs-127935	38	7	as	as	SCONJ
afs-127935	38	8	timothy	timothy	PROPN
afs-127935	38	9	is	be	AUX
afs-127935	38	10	known	know	VERB
afs-127935	38	11	to	to	PART
afs-127935	38	12	be	be	AUX
afs-127935	38	13	sensitive	sensitive	ADJ
afs-127935	38	14	to	to	ADP
afs-127935	38	15	drought	drought	NOUN
afs-127935	38	16	(	(	PUNCT
afs-127935	38	17	sheaffer	sheaffer	VERB
afs-127935	38	18	et	et	PROPN
afs-127935	38	19	al	al	PROPN
afs-127935	38	20	.	.	PROPN
afs-127935	38	21	1992	1992	NUM
afs-127935	38	22	)	)	PUNCT
afs-127935	38	23	.	.	PUNCT
afs-127935	39	1	based	base	VERB
afs-127935	39	2	on	on	ADP
afs-127935	39	3	data	datum	NOUN
afs-127935	39	4	from	from	ADP
afs-127935	39	5	finland	finland	PROPN
afs-127935	39	6	,	,	PUNCT
afs-127935	39	7	mäkinen	mäkinen	PROPN
afs-127935	39	8	et	et	PROPN
afs-127935	39	9	al	al	PROPN
afs-127935	39	10	.	.	PROPN
afs-127935	40	1	(	(	PUNCT
afs-127935	40	2	2015	2015	NUM
afs-127935	40	3	)	)	PUNCT
afs-127935	40	4	found	find	VERB
afs-127935	40	5	that	that	SCONJ
afs-127935	40	6	higher	high	ADJ
afs-127935	40	7	temperatures	temperature	NOUN
afs-127935	40	8	during	during	ADP
afs-127935	40	9	the	the	DET
afs-127935	40	10	growing	grow	VERB
afs-127935	40	11	season	season	NOUN
afs-127935	40	12	increased	increase	VERB
afs-127935	40	13	yield	yield	NOUN
afs-127935	40	14	,	,	PUNCT
afs-127935	40	15	while	while	SCONJ
afs-127935	40	16	heat	heat	NOUN
afs-127935	40	17	stress	stress	NOUN
afs-127935	40	18	at	at	ADP
afs-127935	40	19	the	the	DET
afs-127935	40	20	beginning	beginning	NOUN
afs-127935	40	21	of	of	ADP
afs-127935	40	22	the	the	DET
afs-127935	40	23	season	season	NOUN
afs-127935	40	24	and	and	CCONJ
afs-127935	40	25	increased	increase	VERB
afs-127935	40	26	precipitation	precipitation	NOUN
afs-127935	40	27	during	during	ADP
afs-127935	40	28	autumn	autumn	NOUN
afs-127935	40	29	had	have	VERB
afs-127935	40	30	a	a	DET
afs-127935	40	31	negative	negative	ADJ
afs-127935	40	32	impact	impact	NOUN
afs-127935	40	33	.	.	PUNCT
afs-127935	41	1	in	in	ADP
afs-127935	41	2	this	this	DET
afs-127935	41	3	study	study	NOUN
afs-127935	41	4	,	,	PUNCT
afs-127935	41	5	we	we	PRON
afs-127935	41	6	built	build	VERB
afs-127935	41	7	a	a	DET
afs-127935	41	8	statistical	statistical	ADJ
afs-127935	41	9	prediction	prediction	NOUN
afs-127935	41	10	model	model	NOUN
afs-127935	41	11	for	for	ADP
afs-127935	41	12	timothy	timothy	PROPN
afs-127935	41	13	yield	yield	NOUN
afs-127935	41	14	based	base	VERB
afs-127935	41	15	on	on	ADP
afs-127935	41	16	agro	agro	ADJ
afs-127935	41	17	-	-	ADJ
afs-127935	41	18	climatic	climatic	ADJ
afs-127935	41	19	predictors	predictor	NOUN
afs-127935	41	20	,	,	PUNCT
afs-127935	41	21	in	in	ADP
afs-127935	41	22	particular	particular	ADJ
afs-127935	41	23	temperature	temperature	NOUN
afs-127935	41	24	and	and	CCONJ
afs-127935	41	25	precipitation	precipitation	NOUN
afs-127935	41	26	,	,	PUNCT
afs-127935	41	27	using	use	VERB
afs-127935	41	28	data	datum	NOUN
afs-127935	41	29	available	available	ADJ
afs-127935	41	30	from	from	ADP
afs-127935	41	31	norwegian	norwegian	ADJ
afs-127935	41	32	variety	variety	NOUN
afs-127935	41	33	testing	testing	NOUN
afs-127935	41	34	of	of	ADP
afs-127935	41	35	timothy	timothy	PROPN
afs-127935	41	36	.	.	PUNCT
afs-127935	42	1	we	we	PRON
afs-127935	42	2	aimed	aim	VERB
afs-127935	42	3	to	to	PART
afs-127935	42	4	determine	determine	VERB
afs-127935	42	5	the	the	DET
afs-127935	42	6	most	most	ADV
afs-127935	42	7	predictive	predictive	ADJ
afs-127935	42	8	model	model	NOUN
afs-127935	42	9	and	and	CCONJ
afs-127935	42	10	assess	assess	VERB
afs-127935	42	11	its	its	PRON
afs-127935	42	12	predictive	predictive	ADJ
afs-127935	42	13	ability	ability	NOUN
afs-127935	42	14	attributable	attributable	ADJ
afs-127935	42	15	to	to	ADP
afs-127935	42	16	weather	weather	NOUN
afs-127935	42	17	patterns	pattern	NOUN
afs-127935	42	18	.	.	PUNCT
afs-127935	43	1	based	base	VERB
afs-127935	43	2	on	on	ADP
afs-127935	43	3	climate	climate	NOUN
afs-127935	43	4	projections	projection	NOUN
afs-127935	43	5	,	,	PUNCT
afs-127935	43	6	the	the	DET
afs-127935	43	7	optimal	optimal	ADJ
afs-127935	43	8	model	model	NOUN
afs-127935	43	9	was	be	AUX
afs-127935	43	10	used	use	VERB
afs-127935	43	11	to	to	PART
afs-127935	43	12	predict	predict	VERB
afs-127935	43	13	yield	yield	NOUN
afs-127935	43	14	output	output	NOUN
afs-127935	43	15	for	for	ADP
afs-127935	43	16	different	different	ADJ
afs-127935	43	17	locations	location	NOUN
afs-127935	43	18	across	across	ADP
afs-127935	43	19	norway	norway	PROPN
afs-127935	43	20	for	for	ADP
afs-127935	43	21	the	the	DET
afs-127935	43	22	decades	decade	NOUN
afs-127935	43	23	2050–2059	2050–2059	NUM
afs-127935	43	24	and	and	CCONJ
afs-127935	43	25	2090–2099	2090–2099	NUM
afs-127935	43	26	,	,	PUNCT
afs-127935	43	27	to	to	PART
afs-127935	43	28	quantify	quantify	VERB
afs-127935	43	29	how	how	SCONJ
afs-127935	43	30	timothy	timothy	PROPN
afs-127935	43	31	yield	yield	NOUN
afs-127935	43	32	will	will	AUX
afs-127935	43	33	be	be	AUX
afs-127935	43	34	affected	affect	VERB
afs-127935	43	35	by	by	ADP
afs-127935	43	36	changes	change	NOUN
afs-127935	43	37	in	in	ADP
afs-127935	43	38	temperature	temperature	NOUN
afs-127935	43	39	and	and	CCONJ
afs-127935	43	40	precipitation	precipitation	NOUN
afs-127935	43	41	during	during	ADP
afs-127935	43	42	the	the	DET
afs-127935	43	43	growing	grow	VERB
afs-127935	43	44	season	season	NOUN
afs-127935	43	45	.	.	PUNCT
afs-127935	44	1	fig	fig	NOUN
afs-127935	44	2	.	.	PUNCT
afs-127935	45	1	1	1	X
afs-127935	45	2	.	.	X
afs-127935	45	3	map	map	NOUN
afs-127935	45	4	of	of	ADP
afs-127935	45	5	norway	norway	PROPN
afs-127935	45	6	showing	show	VERB
afs-127935	45	7	the	the	DET
afs-127935	45	8	locations	location	NOUN
afs-127935	45	9	of	of	ADP
afs-127935	45	10	the	the	DET
afs-127935	45	11	8	8	NUM
afs-127935	45	12	experimental	experimental	ADJ
afs-127935	45	13	stations	station	NOUN
afs-127935	45	14	from	from	ADP
afs-127935	45	15	which	which	PRON
afs-127935	45	16	the	the	DET
afs-127935	45	17	data	datum	NOUN
afs-127935	45	18	in	in	ADP
afs-127935	45	19	the	the	DET
afs-127935	45	20	present	present	ADJ
afs-127935	45	21	study	study	NOUN
afs-127935	45	22	originates	originate	NOUN
afs-127935	45	23	,	,	PUNCT
afs-127935	45	24	see	see	VERB
afs-127935	45	25	table	table	NOUN
afs-127935	45	26	1	1	NUM
afs-127935	45	27	for	for	ADP
afs-127935	45	28	further	further	ADJ
afs-127935	45	29	details	detail	NOUN
afs-127935	45	30	.	.	PUNCT
afs-127935	46	1	agricultural	agricultural	ADJ
afs-127935	46	2	and	and	CCONJ
afs-127935	46	3	food	food	NOUN
afs-127935	46	4	science	science	NOUN
afs-127935	46	5	(	(	PUNCT
afs-127935	46	6	2023	2023	NUM
afs-127935	46	7	)	)	PUNCT
afs-127935	46	8	32	32	NUM
afs-127935	46	9	:	:	PUNCT
afs-127935	46	10	80–93	80–93	NUM
afs-127935	46	11	82	82	NUM
afs-127935	46	12	materials	material	NOUN
afs-127935	46	13	and	and	CCONJ
afs-127935	46	14	methods	method	NOUN
afs-127935	46	15	timothy	timothy	PROPN
afs-127935	46	16	data	data	VERB
afs-127935	46	17	the	the	DET
afs-127935	46	18	present	present	ADJ
afs-127935	46	19	study	study	NOUN
afs-127935	46	20	was	be	AUX
afs-127935	46	21	conducted	conduct	VERB
afs-127935	46	22	using	use	VERB
afs-127935	46	23	data	datum	NOUN
afs-127935	46	24	originating	originate	VERB
afs-127935	46	25	from	from	ADP
afs-127935	46	26	the	the	DET
afs-127935	46	27	norwegian	norwegian	ADJ
afs-127935	46	28	value	value	NOUN
afs-127935	46	29	for	for	ADP
afs-127935	46	30	cultivation	cultivation	NOUN
afs-127935	46	31	and	and	CCONJ
afs-127935	46	32	use	use	NOUN
afs-127935	46	33	(	(	PUNCT
afs-127935	46	34	vcu	vcu	PROPN
afs-127935	46	35	)	)	PUNCT
afs-127935	46	36	testing	testing	NOUN
afs-127935	46	37	of	of	ADP
afs-127935	46	38	timothy	timothy	PROPN
afs-127935	46	39	varieties	variety	NOUN
afs-127935	46	40	.	.	PUNCT
afs-127935	47	1	results	result	NOUN
afs-127935	47	2	from	from	ADP
afs-127935	47	3	trials	trial	NOUN
afs-127935	47	4	in	in	ADP
afs-127935	47	5	the	the	DET
afs-127935	47	6	period	period	NOUN
afs-127935	47	7	1988–2017	1988–2017	NUM
afs-127935	47	8	were	be	AUX
afs-127935	47	9	retrieved	retrieve	VERB
afs-127935	47	10	from	from	ADP
afs-127935	47	11	different	different	ADJ
afs-127935	47	12	digital	digital	ADJ
afs-127935	47	13	and	and	CCONJ
afs-127935	47	14	written	write	VERB
afs-127935	47	15	sources	source	NOUN
afs-127935	47	16	.	.	PUNCT
afs-127935	48	1	each	each	DET
afs-127935	48	2	trial	trial	NOUN
afs-127935	48	3	was	be	AUX
afs-127935	48	4	established	establish	VERB
afs-127935	48	5	in	in	ADP
afs-127935	48	6	two	two	NUM
afs-127935	48	7	consecutive	consecutive	ADJ
afs-127935	48	8	years	year	NOUN
afs-127935	48	9	at	at	ADP
afs-127935	48	10	each	each	DET
afs-127935	48	11	location	location	NOUN
afs-127935	48	12	in	in	ADP
afs-127935	48	13	a	a	DET
afs-127935	48	14	monoculture	monoculture	NOUN
afs-127935	48	15	and	and	CCONJ
afs-127935	48	16	harvested	harvest	VERB
afs-127935	48	17	for	for	ADP
afs-127935	48	18	three	three	NUM
afs-127935	48	19	ley	ley	ADJ
afs-127935	48	20	years	year	NOUN
afs-127935	48	21	.	.	PUNCT
afs-127935	49	1	historically	historically	ADV
afs-127935	49	2	,	,	PUNCT
afs-127935	49	3	a	a	DET
afs-127935	49	4	total	total	NOUN
afs-127935	49	5	of	of	ADP
afs-127935	49	6	24	24	NUM
afs-127935	49	7	locations	location	NOUN
afs-127935	49	8	were	be	AUX
afs-127935	49	9	used	use	VERB
afs-127935	49	10	for	for	ADP
afs-127935	49	11	the	the	DET
afs-127935	49	12	vcu	vcu	PROPN
afs-127935	49	13	trials	trial	NOUN
afs-127935	49	14	of	of	ADP
afs-127935	49	15	timothy	timothy	PROPN
afs-127935	49	16	.	.	PUNCT
afs-127935	50	1	we	we	PRON
afs-127935	50	2	focused	focus	VERB
afs-127935	50	3	on	on	ADP
afs-127935	50	4	data	datum	NOUN
afs-127935	50	5	from	from	ADP
afs-127935	50	6	8	8	NUM
afs-127935	50	7	research	research	NOUN
afs-127935	50	8	stations	station	NOUN
afs-127935	50	9	(	(	PUNCT
afs-127935	50	10	table	table	NOUN
afs-127935	50	11	1	1	NUM
afs-127935	50	12	)	)	PUNCT
afs-127935	50	13	which	which	PRON
afs-127935	50	14	comprised	comprise	VERB
afs-127935	50	15	81	81	NUM
afs-127935	50	16	%	%	NOUN
afs-127935	50	17	of	of	ADP
afs-127935	50	18	the	the	DET
afs-127935	50	19	data	datum	NOUN
afs-127935	50	20	material	material	NOUN
afs-127935	50	21	.	.	PUNCT
afs-127935	51	1	for	for	ADP
afs-127935	51	2	these	these	DET
afs-127935	51	3	8	8	NUM
afs-127935	51	4	locations	location	NOUN
afs-127935	51	5	,	,	PUNCT
afs-127935	51	6	there	there	PRON
afs-127935	51	7	were	be	VERB
afs-127935	51	8	18	18	NUM
afs-127935	51	9	477	477	NUM
afs-127935	51	10	observations	observation	NOUN
afs-127935	51	11	available	available	ADJ
afs-127935	51	12	for	for	ADP
afs-127935	51	13	the	the	DET
afs-127935	51	14	period	period	NOUN
afs-127935	51	15	1988–2017	1988–2017	NUM
afs-127935	51	16	,	,	PUNCT
afs-127935	51	17	covering	cover	VERB
afs-127935	51	18	in	in	ADP
afs-127935	51	19	total	total	ADJ
afs-127935	51	20	166	166	NUM
afs-127935	51	21	combinations	combination	NOUN
afs-127935	51	22	of	of	ADP
afs-127935	51	23	location	location	NOUN
afs-127935	51	24	and	and	CCONJ
afs-127935	51	25	establishment	establishment	NOUN
afs-127935	51	26	year	year	NOUN
afs-127935	51	27	and	and	CCONJ
afs-127935	51	28	119	119	NUM
afs-127935	51	29	different	different	ADJ
afs-127935	51	30	varieties	variety	NOUN
afs-127935	51	31	.	.	PUNCT
afs-127935	52	1	the	the	DET
afs-127935	52	2	vcu	vcu	PROPN
afs-127935	52	3	trials	trial	NOUN
afs-127935	52	4	use	use	VERB
afs-127935	52	5	a	a	DET
afs-127935	52	6	completely	completely	ADV
afs-127935	52	7	randomized	randomized	ADJ
afs-127935	52	8	block	block	NOUN
afs-127935	52	9	experimental	experimental	ADJ
afs-127935	52	10	design	design	NOUN
afs-127935	52	11	with	with	ADP
afs-127935	52	12	three	three	NUM
afs-127935	52	13	blocks	block	NOUN
afs-127935	52	14	and	and	CCONJ
afs-127935	52	15	a	a	DET
afs-127935	52	16	plot	plot	NOUN
afs-127935	52	17	size	size	NOUN
afs-127935	52	18	of	of	ADP
afs-127935	52	19	10.5m2	10.5m2	PROPN
afs-127935	52	20	(	(	PUNCT
afs-127935	52	21	1.5	1.5	NUM
afs-127935	52	22	m	m	NOUN
afs-127935	52	23	×	×	NOUN
afs-127935	52	24	7.0	7.0	NUM
afs-127935	52	25	m	m	NOUN
afs-127935	52	26	)	)	PUNCT
afs-127935	52	27	.	.	PUNCT
afs-127935	53	1	phenotypic	phenotypic	ADJ
afs-127935	53	2	traits	trait	NOUN
afs-127935	53	3	are	be	AUX
afs-127935	53	4	recorded	record	VERB
afs-127935	53	5	in	in	ADP
afs-127935	53	6	three	three	NUM
afs-127935	53	7	consecutive	consecutive	ADJ
afs-127935	53	8	years	year	NOUN
afs-127935	53	9	after	after	ADP
afs-127935	53	10	the	the	DET
afs-127935	53	11	establishment	establishment	NOUN
afs-127935	53	12	year	year	NOUN
afs-127935	53	13	and	and	CCONJ
afs-127935	53	14	include	include	VERB
afs-127935	53	15	spring	spring	NOUN
afs-127935	53	16	cover	cover	NOUN
afs-127935	53	17	,	,	PUNCT
afs-127935	53	18	time	time	NOUN
afs-127935	53	19	of	of	ADP
afs-127935	53	20	heading	head	VERB
afs-127935	53	21	before	before	ADP
afs-127935	53	22	the	the	DET
afs-127935	53	23	first	first	ADJ
afs-127935	53	24	cut	cut	NOUN
afs-127935	53	25	,	,	PUNCT
afs-127935	53	26	weed	weed	VERB
afs-127935	53	27	occurrence	occurrence	NOUN
afs-127935	53	28	before	before	ADP
afs-127935	53	29	each	each	DET
afs-127935	53	30	cut	cut	NOUN
afs-127935	53	31	,	,	PUNCT
afs-127935	53	32	disease	disease	NOUN
afs-127935	53	33	occurrence	occurrence	NOUN
afs-127935	53	34	,	,	PUNCT
afs-127935	53	35	dry	dry	ADJ
afs-127935	53	36	matter	matter	NOUN
afs-127935	53	37	yield	yield	NOUN
afs-127935	53	38	(	(	PUNCT
afs-127935	53	39	dmy	dmy	PROPN
afs-127935	53	40	)	)	PUNCT
afs-127935	53	41	,	,	PUNCT
afs-127935	53	42	and	and	CCONJ
afs-127935	53	43	forage	forage	NOUN
afs-127935	53	44	quality	quality	NOUN
afs-127935	53	45	.	.	PUNCT
afs-127935	54	1	in	in	ADP
afs-127935	54	2	this	this	DET
afs-127935	54	3	study	study	NOUN
afs-127935	54	4	,	,	PUNCT
afs-127935	54	5	we	we	PRON
afs-127935	54	6	focused	focus	VERB
afs-127935	54	7	on	on	ADP
afs-127935	54	8	the	the	DET
afs-127935	54	9	accumulated	accumulate	VERB
afs-127935	54	10	total	total	ADJ
afs-127935	54	11	dmy	dmy	PROPN
afs-127935	54	12	for	for	ADP
afs-127935	54	13	all	all	DET
afs-127935	54	14	three	three	NUM
afs-127935	54	15	years	year	NOUN
afs-127935	54	16	and	and	CCONJ
afs-127935	54	17	used	use	VERB
afs-127935	54	18	the	the	DET
afs-127935	54	19	median	median	NOUN
afs-127935	54	20	over	over	ADP
afs-127935	54	21	all	all	DET
afs-127935	54	22	repetitions	repetition	NOUN
afs-127935	54	23	and	and	CCONJ
afs-127935	54	24	varieties	variety	NOUN
afs-127935	54	25	per	per	ADP
afs-127935	54	26	location	location	NOUN
afs-127935	54	27	and	and	CCONJ
afs-127935	54	28	three	three	NUM
afs-127935	54	29	-	-	PUNCT
afs-127935	54	30	year	year	NOUN
afs-127935	54	31	testing	testing	NOUN
afs-127935	54	32	period	period	NOUN
afs-127935	54	33	as	as	ADP
afs-127935	54	34	the	the	DET
afs-127935	54	35	dependent	dependent	ADJ
afs-127935	54	36	variable	variable	NOUN
afs-127935	54	37	in	in	ADP
afs-127935	54	38	the	the	DET
afs-127935	54	39	analyses	analysis	NOUN
afs-127935	54	40	.	.	PUNCT
afs-127935	55	1	trial	trial	NOUN
afs-127935	55	2	plots	plot	NOUN
afs-127935	55	3	were	be	AUX
afs-127935	55	4	harvested	harvest	VERB
afs-127935	55	5	two	two	NUM
afs-127935	55	6	to	to	PART
afs-127935	55	7	three	three	NUM
afs-127935	55	8	times	time	NOUN
afs-127935	55	9	per	per	ADP
afs-127935	55	10	growing	grow	VERB
afs-127935	55	11	season	season	NOUN
afs-127935	55	12	following	follow	VERB
afs-127935	55	13	the	the	DET
afs-127935	55	14	customary	customary	ADJ
afs-127935	55	15	practice	practice	NOUN
afs-127935	55	16	at	at	ADP
afs-127935	55	17	each	each	DET
afs-127935	55	18	location	location	NOUN
afs-127935	55	19	.	.	PUNCT
afs-127935	56	1	all	all	DET
afs-127935	56	2	varieties	variety	NOUN
afs-127935	56	3	were	be	AUX
afs-127935	56	4	harvested	harvest	VERB
afs-127935	56	5	at	at	ADP
afs-127935	56	6	the	the	DET
afs-127935	56	7	same	same	ADJ
afs-127935	56	8	time	time	NOUN
afs-127935	56	9	at	at	ADP
afs-127935	56	10	each	each	DET
afs-127935	56	11	location	location	NOUN
afs-127935	56	12	and	and	CCONJ
afs-127935	56	13	the	the	DET
afs-127935	56	14	first	first	ADJ
afs-127935	56	15	harvest	harvest	NOUN
afs-127935	56	16	was	be	AUX
afs-127935	56	17	made	make	VERB
afs-127935	56	18	at	at	ADP
afs-127935	56	19	about	about	ADP
afs-127935	56	20	50	50	NUM
afs-127935	56	21	%	%	NOUN
afs-127935	56	22	heading	heading	NOUN
afs-127935	56	23	of	of	ADP
afs-127935	56	24	timothy	timothy	PROPN
afs-127935	56	25	.	.	PUNCT
afs-127935	57	1	trials	trial	NOUN
afs-127935	57	2	were	be	AUX
afs-127935	57	3	harvested	harvest	VERB
afs-127935	57	4	using	use	VERB
afs-127935	57	5	haldrup	haldrup	NOUN
afs-127935	57	6	harvest	harvest	NOUN
afs-127935	57	7	machines	machine	NOUN
afs-127935	57	8	(	(	PUNCT
afs-127935	57	9	haldrup	haldrup	PROPN
afs-127935	57	10	gmbh	gmbh	NOUN
afs-127935	57	11	,	,	PUNCT
afs-127935	57	12	ilshofen	ilshofen	NOUN
afs-127935	57	13	,	,	PUNCT
afs-127935	57	14	germany	germany	PROPN
afs-127935	57	15	)	)	PUNCT
afs-127935	57	16	.	.	PUNCT
afs-127935	58	1	during	during	ADP
afs-127935	58	2	the	the	DET
afs-127935	58	3	harvesting	harvesting	NOUN
afs-127935	58	4	years	year	NOUN
afs-127935	58	5	,	,	PUNCT
afs-127935	58	6	the	the	DET
afs-127935	58	7	trials	trial	NOUN
afs-127935	58	8	were	be	AUX
afs-127935	58	9	fertilized	fertilize	VERB
afs-127935	58	10	according	accord	VERB
afs-127935	58	11	to	to	ADP
afs-127935	58	12	soil	soil	NOUN
afs-127935	58	13	type	type	NOUN
afs-127935	58	14	,	,	PUNCT
afs-127935	58	15	nutrient	nutrient	NOUN
afs-127935	58	16	status	status	NOUN
afs-127935	58	17	,	,	PUNCT
afs-127935	58	18	and	and	CCONJ
afs-127935	58	19	local	local	ADJ
afs-127935	58	20	climate	climate	NOUN
afs-127935	58	21	i.e.	i.e.	ADV
afs-127935	58	22	,	,	PUNCT
afs-127935	58	23	according	accord	VERB
afs-127935	58	24	to	to	ADP
afs-127935	58	25	common	common	ADJ
afs-127935	58	26	practice	practice	NOUN
afs-127935	58	27	at	at	ADP
afs-127935	58	28	each	each	DET
afs-127935	58	29	location	location	NOUN
afs-127935	58	30	with	with	ADP
afs-127935	58	31	about	about	ADV
afs-127935	58	32	280	280	NUM
afs-127935	58	33	kg	kg	NOUN
afs-127935	58	34	n	n	PRON
afs-127935	58	35	ha-1	ha-1	NOUN
afs-127935	58	36	each	each	DET
afs-127935	58	37	season	season	NOUN
afs-127935	58	38	at	at	ADP
afs-127935	58	39	the	the	DET
afs-127935	58	40	southernmost	southernmost	NOUN
afs-127935	58	41	location	location	NOUN
afs-127935	58	42	and	and	CCONJ
afs-127935	58	43	160	160	NUM
afs-127935	58	44	kg	kg	NOUN
afs-127935	58	45	n	n	PRON
afs-127935	58	46	ha-1	ha-1	X
afs-127935	58	47	at	at	ADP
afs-127935	58	48	the	the	DET
afs-127935	58	49	northernmost	northernmost	ADJ
afs-127935	58	50	location	location	NOUN
afs-127935	58	51	.	.	PUNCT
afs-127935	59	1	the	the	DET
afs-127935	59	2	trials	trial	NOUN
afs-127935	59	3	were	be	AUX
afs-127935	59	4	not	not	PART
afs-127935	59	5	irrigated	irrigate	VERB
afs-127935	59	6	.	.	PUNCT
afs-127935	60	1	weather	weather	NOUN
afs-127935	60	2	and	and	CCONJ
afs-127935	60	3	climate	climate	NOUN
afs-127935	60	4	data	datum	NOUN
afs-127935	60	5	previous	previous	ADJ
afs-127935	60	6	studies	study	NOUN
afs-127935	60	7	have	have	AUX
afs-127935	60	8	shown	show	VERB
afs-127935	60	9	that	that	SCONJ
afs-127935	60	10	a	a	DET
afs-127935	60	11	range	range	NOUN
afs-127935	60	12	of	of	ADP
afs-127935	60	13	agro	agro	ADJ
afs-127935	60	14	-	-	ADJ
afs-127935	60	15	climatic	climatic	ADJ
afs-127935	60	16	variables	variable	NOUN
afs-127935	60	17	impacts	impact	VERB
afs-127935	60	18	the	the	DET
afs-127935	60	19	dmy	dmy	PROPN
afs-127935	60	20	of	of	ADP
afs-127935	60	21	timothy	timothy	PROPN
afs-127935	60	22	,	,	PUNCT
afs-127935	60	23	such	such	ADJ
afs-127935	60	24	as	as	ADP
afs-127935	60	25	temperature	temperature	NOUN
afs-127935	60	26	,	,	PUNCT
afs-127935	60	27	water	water	NOUN
afs-127935	60	28	availability	availability	NOUN
afs-127935	60	29	,	,	PUNCT
afs-127935	60	30	length	length	NOUN
afs-127935	60	31	of	of	ADP
afs-127935	60	32	the	the	DET
afs-127935	60	33	growing	grow	VERB
afs-127935	60	34	season	season	NOUN
afs-127935	60	35	,	,	PUNCT
afs-127935	60	36	and	and	CCONJ
afs-127935	60	37	light	light	ADJ
afs-127935	60	38	conditions	condition	NOUN
afs-127935	60	39	(	(	PUNCT
afs-127935	60	40	mäkinen	mäkinen	NOUN
afs-127935	60	41	et	et	PROPN
afs-127935	60	42	al	al	PROPN
afs-127935	60	43	.	.	PROPN
afs-127935	60	44	2015	2015	NUM
afs-127935	60	45	)	)	PUNCT
afs-127935	60	46	.	.	PUNCT
afs-127935	61	1	historical	historical	ADJ
afs-127935	61	2	agro	agro	ADJ
afs-127935	61	3	-	-	PUNCT
afs-127935	61	4	climatic	climatic	ADJ
afs-127935	61	5	variables	variable	NOUN
afs-127935	61	6	for	for	ADP
afs-127935	61	7	the	the	DET
afs-127935	61	8	eight	eight	NUM
afs-127935	61	9	research	research	NOUN
afs-127935	61	10	stations	station	NOUN
afs-127935	61	11	such	such	ADJ
afs-127935	61	12	as	as	ADP
afs-127935	61	13	daily	daily	ADJ
afs-127935	61	14	mean	mean	NOUN
afs-127935	61	15	,	,	PUNCT
afs-127935	61	16	maximum	maximum	ADJ
afs-127935	61	17	and	and	CCONJ
afs-127935	61	18	minimum	minimum	ADJ
afs-127935	61	19	temperature	temperature	NOUN
afs-127935	61	20	(	(	PUNCT
afs-127935	61	21	°	°	ADP
afs-127935	61	22	c	c	NOUN
afs-127935	61	23	)	)	PUNCT
afs-127935	61	24	,	,	PUNCT
afs-127935	61	25	and	and	CCONJ
afs-127935	61	26	daily	daily	ADJ
afs-127935	61	27	precipitation	precipitation	NOUN
afs-127935	61	28	(	(	PUNCT
afs-127935	61	29	mm	mm	NOUN
afs-127935	61	30	)	)	PUNCT
afs-127935	61	31	were	be	AUX
afs-127935	61	32	collected	collect	VERB
afs-127935	61	33	from	from	ADP
afs-127935	61	34	agrometeorology	agrometeorology	NOUN
afs-127935	61	35	norway	norway	NOUN
afs-127935	61	36	(	(	PUNCT
afs-127935	61	37	lmt.nibio.no	lmt.nibio.no	NOUN
afs-127935	61	38	)	)	PUNCT
afs-127935	61	39	.	.	PUNCT
afs-127935	62	1	based	base	VERB
afs-127935	62	2	on	on	ADP
afs-127935	62	3	the	the	DET
afs-127935	62	4	daily	daily	ADJ
afs-127935	62	5	measurements	measurement	NOUN
afs-127935	62	6	,	,	PUNCT
afs-127935	62	7	monthly	monthly	ADJ
afs-127935	62	8	and	and	CCONJ
afs-127935	62	9	seasonal	seasonal	ADJ
afs-127935	62	10	summary	summary	NOUN
afs-127935	62	11	statistics	statistic	NOUN
afs-127935	62	12	,	,	PUNCT
afs-127935	62	13	representing	represent	VERB
afs-127935	62	14	the	the	DET
afs-127935	62	15	climatic	climatic	ADJ
afs-127935	62	16	conditions	condition	NOUN
afs-127935	62	17	,	,	PUNCT
afs-127935	62	18	were	be	AUX
afs-127935	62	19	calculated	calculate	VERB
afs-127935	62	20	.	.	PUNCT
afs-127935	63	1	we	we	PRON
afs-127935	63	2	quantified	quantify	VERB
afs-127935	63	3	temperature	temperature	NOUN
afs-127935	63	4	over	over	ADP
afs-127935	63	5	the	the	DET
afs-127935	63	6	growing	grow	VERB
afs-127935	63	7	season	season	NOUN
afs-127935	63	8	in	in	ADP
afs-127935	63	9	terms	term	NOUN
afs-127935	63	10	of	of	ADP
afs-127935	63	11	growing	grow	VERB
afs-127935	63	12	degree	degree	NOUN
afs-127935	63	13	days	day	NOUN
afs-127935	63	14	(	(	PUNCT
afs-127935	63	15	gdd	gdd	PROPN
afs-127935	63	16	)	)	PUNCT
afs-127935	63	17	,	,	PUNCT
afs-127935	63	18	defined	define	VERB
afs-127935	63	19	as	as	ADP
afs-127935	63	20	the	the	DET
afs-127935	63	21	cumulative	cumulative	ADJ
afs-127935	63	22	daily	daily	ADJ
afs-127935	63	23	temperature	temperature	NOUN
afs-127935	63	24	above	above	ADP
afs-127935	63	25	a	a	DET
afs-127935	63	26	base	base	NOUN
afs-127935	63	27	temperature	temperature	NOUN
afs-127935	63	28	that	that	PRON
afs-127935	63	29	is	be	AUX
afs-127935	63	30	specific	specific	ADJ
afs-127935	63	31	for	for	ADP
afs-127935	63	32	each	each	DET
afs-127935	63	33	species	specie	NOUN
afs-127935	63	34	(	(	PUNCT
afs-127935	63	35	baskerville	baskerville	NOUN
afs-127935	63	36	and	and	CCONJ
afs-127935	63	37	emin	emin	PROPN
afs-127935	63	38	1969	1969	NUM
afs-127935	63	39	)	)	PUNCT
afs-127935	63	40	.	.	PUNCT
afs-127935	64	1	as	as	SCONJ
afs-127935	64	2	the	the	DET
afs-127935	64	3	daily	daily	ADJ
afs-127935	64	4	mean	mean	ADJ
afs-127935	64	5	temperature	temperature	NOUN
afs-127935	64	6	was	be	AUX
afs-127935	64	7	available	available	ADJ
afs-127935	64	8	,	,	PUNCT
afs-127935	64	9	the	the	DET
afs-127935	64	10	growing	grow	VERB
afs-127935	64	11	degree	degree	NOUN
afs-127935	64	12	for	for	ADP
afs-127935	64	13	a	a	DET
afs-127935	64	14	single	single	ADJ
afs-127935	64	15	day	day	NOUN
afs-127935	64	16	i	i	PRON
afs-127935	64	17	was	be	AUX
afs-127935	64	18	calculated	calculate	VERB
afs-127935	64	19	by	by	ADP
afs-127935	64	20	,	,	PUNCT
afs-127935	64	21	where	where	SCONJ
afs-127935	64	22	is	be	AUX
afs-127935	64	23	the	the	DET
afs-127935	64	24	daily	daily	ADJ
afs-127935	64	25	mean	mean	ADJ
afs-127935	64	26	temperature	temperature	NOUN
afs-127935	64	27	(	(	PUNCT
afs-127935	64	28	mcmaster	mcmaster	NOUN
afs-127935	64	29	and	and	CCONJ
afs-127935	64	30	wilhelm	wilhelm	PROPN
afs-127935	64	31	1997	1997	NUM
afs-127935	64	32	)	)	PUNCT
afs-127935	64	33	.	.	PUNCT
afs-127935	65	1	gdd	gdd	PROPN
afs-127935	65	2	was	be	AUX
afs-127935	65	3	summarized	summarize	VERB
afs-127935	65	4	per	per	ADP
afs-127935	65	5	month	month	NOUN
afs-127935	65	6	from	from	ADP
afs-127935	65	7	march	march	PROPN
afs-127935	65	8	through	through	ADP
afs-127935	65	9	august	august	PROPN
afs-127935	65	10	,	,	PUNCT
afs-127935	65	11	as	as	SCONJ
afs-127935	65	12	the	the	DET
afs-127935	65	13	last	last	ADJ
afs-127935	65	14	cut	cut	NOUN
afs-127935	65	15	was	be	AUX
afs-127935	65	16	typically	typically	ADV
afs-127935	65	17	early	early	ADJ
afs-127935	65	18	september	september	PROPN
afs-127935	65	19	.	.	PUNCT
afs-127935	66	1	for	for	ADP
afs-127935	66	2	timothy	timothy	PROPN
afs-127935	66	3	,	,	PUNCT
afs-127935	66	4	the	the	DET
afs-127935	66	5	base	base	NOUN
afs-127935	66	6	temperature	temperature	NOUN
afs-127935	66	7	tbase	tbase	NOUN
afs-127935	66	8	was	be	AUX
afs-127935	66	9	set	set	VERB
afs-127935	66	10	to	to	ADP
afs-127935	66	11	5	5	NUM
afs-127935	66	12	°	°	NOUN
afs-127935	66	13	c	c	NOUN
afs-127935	66	14	as	as	SCONJ
afs-127935	66	15	is	be	AUX
afs-127935	66	16	common	common	ADJ
afs-127935	66	17	in	in	ADP
afs-127935	66	18	models	model	NOUN
afs-127935	66	19	for	for	ADP
afs-127935	66	20	the	the	DET
afs-127935	66	21	growth	growth	NOUN
afs-127935	66	22	and	and	CCONJ
afs-127935	66	23	development	development	NOUN
afs-127935	66	24	of	of	ADP
afs-127935	66	25	temperate	temperate	ADJ
afs-127935	66	26	crops	crop	NOUN
afs-127935	66	27	(	(	PUNCT
afs-127935	66	28	e.g.	e.g.	ADV
afs-127935	66	29	,	,	PUNCT
afs-127935	66	30	skjelvåg	skjelvåg	PROPN
afs-127935	66	31	1998	1998	NUM
afs-127935	66	32	,	,	PUNCT
afs-127935	66	33	bonesmo	bonesmo	NOUN
afs-127935	66	34	1999	1999	NUM
afs-127935	66	35	,	,	PUNCT
afs-127935	66	36	nissinen	nissinen	PROPN
afs-127935	66	37	2001	2001	NUM
afs-127935	66	38	)	)	PUNCT
afs-127935	66	39	.	.	PUNCT
afs-127935	67	1	korhonen	korhonen	PROPN
afs-127935	67	2	et	et	PROPN
afs-127935	67	3	al	al	PROPN
afs-127935	67	4	.	.	PROPN
afs-127935	68	1	(	(	PUNCT
afs-127935	68	2	2018	2018	NUM
afs-127935	68	3	)	)	PUNCT
afs-127935	68	4	,	,	PUNCT
afs-127935	68	5	for	for	ADP
afs-127935	68	6	example	example	NOUN
afs-127935	68	7	,	,	PUNCT
afs-127935	68	8	started	start	VERB
afs-127935	68	9	simulations	simulation	NOUN
afs-127935	68	10	in	in	ADP
afs-127935	68	11	the	the	DET
afs-127935	68	12	catimo	catimo	ADJ
afs-127935	68	13	timothy	timothy	PROPN
afs-127935	68	14	model	model	NOUN
afs-127935	68	15	and	and	CCONJ
afs-127935	68	16	the	the	DET
afs-127935	68	17	basgra	basgra	NOUN
afs-127935	68	18	ryegrass	ryegrass	NOUN
afs-127935	68	19	model	model	NOUN
afs-127935	68	20	when	when	SCONJ
afs-127935	68	21	the	the	DET
afs-127935	68	22	consecutive	consecutive	ADJ
afs-127935	68	23	five	five	NUM
afs-127935	68	24	-	-	PUNCT
afs-127935	68	25	day	day	NOUN
afs-127935	68	26	mean	mean	NOUN
afs-127935	68	27	temperature	temperature	NOUN
afs-127935	68	28	in	in	ADP
afs-127935	68	29	spring	spring	NOUN
afs-127935	68	30	exceeded	exceed	VERB
afs-127935	68	31	5	5	NUM
afs-127935	68	32	°	°	ADP
afs-127935	68	33	c	c	NOUN
afs-127935	68	34	.	.	PUNCT
afs-127935	69	1	while	while	SCONJ
afs-127935	69	2	others	other	NOUN
afs-127935	69	3	have	have	AUX
afs-127935	69	4	used	use	VERB
afs-127935	69	5	0	0	NUM
afs-127935	70	1	°	°	ADP
afs-127935	70	2	c	c	NOUN
afs-127935	70	3	as	as	ADP
afs-127935	70	4	the	the	DET
afs-127935	70	5	base	base	NOUN
afs-127935	70	6	temperature	temperature	NOUN
afs-127935	70	7	(	(	PUNCT
afs-127935	70	8	e.g.	e.g.	ADV
afs-127935	70	9	bonesmo	bonesmo	NOUN
afs-127935	70	10	and	and	CCONJ
afs-127935	70	11	bélanger	bélanger	NOUN
afs-127935	70	12	2002	2002	NUM
afs-127935	70	13	)	)	PUNCT
afs-127935	70	14	,	,	PUNCT
afs-127935	70	15	5	5	NUM
afs-127935	70	16	°	°	PRON
afs-127935	70	17	c	c	NOUN
afs-127935	70	18	was	be	AUX
afs-127935	70	19	used	use	VERB
afs-127935	70	20	as	as	ADP
afs-127935	70	21	the	the	DET
afs-127935	70	22	table	table	NOUN
afs-127935	70	23	1	1	NUM
afs-127935	70	24	.	.	PUNCT
afs-127935	71	1	overview	overview	NOUN
afs-127935	71	2	of	of	ADP
afs-127935	71	3	vcu	vcu	PROPN
afs-127935	71	4	trial	trial	NOUN
afs-127935	71	5	locations	location	NOUN
afs-127935	71	6	where	where	SCONJ
afs-127935	71	7	the	the	DET
afs-127935	71	8	data	datum	NOUN
afs-127935	71	9	was	be	AUX
afs-127935	71	10	collected	collect	VERB
afs-127935	71	11	from	from	ADP
afs-127935	71	12	,	,	PUNCT
afs-127935	71	13	with	with	ADP
afs-127935	71	14	latitude	latitude	NOUN
afs-127935	71	15	,	,	PUNCT
afs-127935	71	16	longitude	longitude	NOUN
afs-127935	71	17	,	,	PUNCT
afs-127935	71	18	and	and	CCONJ
afs-127935	71	19	altitude	altitude	NOUN
afs-127935	71	20	,	,	PUNCT
afs-127935	71	21	the	the	DET
afs-127935	71	22	period	period	NOUN
afs-127935	71	23	of	of	ADP
afs-127935	71	24	active	active	ADJ
afs-127935	71	25	operation	operation	NOUN
afs-127935	71	26	,	,	PUNCT
afs-127935	71	27	and	and	CCONJ
afs-127935	71	28	the	the	DET
afs-127935	71	29	number	number	NOUN
afs-127935	71	30	of	of	ADP
afs-127935	71	31	trials	trial	NOUN
afs-127935	71	32	with	with	ADP
afs-127935	71	33	complete	complete	ADJ
afs-127935	71	34	data	datum	NOUN
afs-127935	71	35	for	for	ADP
afs-127935	71	36	all	all	DET
afs-127935	71	37	three	three	NUM
afs-127935	71	38	ley	ley	ADJ
afs-127935	71	39	years	year	NOUN
afs-127935	71	40	for	for	ADP
afs-127935	71	41	each	each	DET
afs-127935	71	42	location	location	NOUN
afs-127935	71	43	.	.	PUNCT
afs-127935	72	1	annual	annual	ADJ
afs-127935	72	2	gdd	gdd	PROPN
afs-127935	72	3	and	and	CCONJ
afs-127935	72	4	precipitation	precipitation	NOUN
afs-127935	72	5	for	for	ADP
afs-127935	72	6	each	each	DET
afs-127935	72	7	location	location	NOUN
afs-127935	72	8	is	be	AUX
afs-127935	72	9	found	find	VERB
afs-127935	72	10	in	in	ADP
afs-127935	72	11	table	table	NOUN
afs-127935	72	12	5	5	NUM
afs-127935	72	13	.	.	PUNCT
afs-127935	72	14	location	location	NOUN
afs-127935	72	15	latitude	latitude	NOUN
afs-127935	72	16	(	(	PUNCT
afs-127935	72	17	°	°	ADP
afs-127935	72	18	n	n	CCONJ
afs-127935	72	19	)	)	PUNCT
afs-127935	72	20	longitude(	longitude(	NOUN
afs-127935	72	21	°	°	ADP
afs-127935	72	22	e	e	NOUN
afs-127935	72	23	)	)	PUNCT
afs-127935	72	24	altitude(m.a.s.l	altitude(m.a.s.l	PROPN
afs-127935	72	25	.	.	PUNCT
afs-127935	72	26	)	)	PUNCT
afs-127935	73	1	operating	operating	NOUN
afs-127935	73	2	period	period	NOUN
afs-127935	73	3	no	no	INTJ
afs-127935	73	4	.	.	PUNCT
afs-127935	74	1	trials	trial	NOUN
afs-127935	74	2	holt	holt	VERB
afs-127935	74	3	69.65	69.65	NUM
afs-127935	74	4	18.91	18.91	NUM
afs-127935	74	5	12	12	NUM
afs-127935	74	6	1988–2017	1988–2017	NUM
afs-127935	74	7	14	14	NUM
afs-127935	75	1	vågønes	vågøne	NOUN
afs-127935	75	2	67.28	67.28	NUM
afs-127935	75	3	14.45	14.45	NUM
afs-127935	75	4	26	26	NUM
afs-127935	75	5	1988–2009	1988–2009	NUM
afs-127935	75	6	15	15	NUM
afs-127935	75	7	tjøtta	tjøtta	PROPN
afs-127935	75	8	65.83	65.83	NUM
afs-127935	75	9	12.43	12.43	NUM
afs-127935	75	10	10	10	NUM
afs-127935	75	11	1988–2004	1988–2004	NUM
afs-127935	75	12	8	8	NUM
afs-127935	75	13	kvithamar	kvithamar	PROPN
afs-127935	75	14	63.49	63.49	NUM
afs-127935	75	15	10.88	10.88	NUM
afs-127935	75	16	28	28	NUM
afs-127935	75	17	1988–2017	1988–2017	NUM
afs-127935	75	18	22	22	NUM
afs-127935	75	19	fureneset	fureneset	VERB
afs-127935	75	20	61.29	61.29	NUM
afs-127935	75	21	5.04	5.04	NUM
afs-127935	75	22	12	12	NUM
afs-127935	75	23	1990–2017	1990–2017	NUM
afs-127935	75	24	16	16	NUM
afs-127935	75	25	løken	løken	VERB
afs-127935	75	26	61.12	61.12	NUM
afs-127935	75	27	9.06	9.06	NUM
afs-127935	75	28	527	527	NUM
afs-127935	75	29	1988–2017	1988–2017	NUM
afs-127935	75	30	20	20	NUM
afs-127935	75	31	apelsvoll	apelsvoll	NOUN
afs-127935	75	32	60.70	60.70	NUM
afs-127935	75	33	10.87	10.87	NUM
afs-127935	75	34	262	262	NUM
afs-127935	75	35	1988–2017	1988–2017	NUM
afs-127935	75	36	20	20	NUM
afs-127935	75	37	særheim	særheim	NOUN
afs-127935	75	38	58.76	58.76	NUM
afs-127935	75	39	5.65	5.65	NUM
afs-127935	75	40	90	90	NUM
afs-127935	75	41	1988–2015	1988–2015	NUM
afs-127935	75	42	16	16	NUM
afs-127935	76	1	𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝑖𝑖𝑖𝑖	𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝐺𝑖𝑖𝑖𝑖	PROPN
afs-127935	76	2	=	=	SYM
afs-127935	76	3	max	max	PROPN
afs-127935	76	4	�	�	PROPN
afs-127935	76	5	𝑇𝑇𝑇𝑇𝑖𝑖𝑖𝑖	𝑇𝑇𝑇𝑇𝑖𝑖𝑖𝑖	PROPN
afs-127935	76	6	−	−	PROPN
afs-127935	76	7	𝑇𝑇𝑇𝑇𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏	𝑇𝑇𝑇𝑇𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏𝑏	PROPN
afs-127935	76	8	,	,	PUNCT
afs-127935	76	9	0	0	NUM
afs-127935	76	10	�	�	PROPN
afs-127935	76	11	𝑇𝑇𝑇𝑇𝑖𝑖𝑖𝑖	𝑇𝑇𝑇𝑇𝑖𝑖𝑖𝑖	PROPN
afs-127935	76	12	k.h	k.h	PROPN
afs-127935	76	13	.	.	PUNCT
afs-127935	76	14	hellton	hellton	PROPN
afs-127935	76	15	et	et	PROPN
afs-127935	76	16	al	al	PROPN
afs-127935	76	17	.	.	PROPN
afs-127935	76	18	83	83	NUM
afs-127935	76	19	metabolic	metabolic	NOUN
afs-127935	76	20	activity	activity	NOUN
afs-127935	76	21	of	of	ADP
afs-127935	76	22	timothy	timothy	PROPN
afs-127935	76	23	at	at	ADP
afs-127935	76	24	0–5	0–5	NOUN
afs-127935	76	25	°	°	PROPN
afs-127935	76	26	c	c	NOUN
afs-127935	76	27	is	be	AUX
afs-127935	76	28	more	more	ADV
afs-127935	76	29	related	relate	VERB
afs-127935	76	30	to	to	ADP
afs-127935	76	31	acclimation	acclimation	NOUN
afs-127935	76	32	than	than	ADP
afs-127935	76	33	to	to	ADP
afs-127935	76	34	above	above	ADP
afs-127935	76	35	-	-	PUNCT
afs-127935	76	36	ground	ground	NOUN
afs-127935	76	37	plant	plant	NOUN
afs-127935	76	38	growth	growth	NOUN
afs-127935	76	39	,	,	PUNCT
afs-127935	76	40	especially	especially	ADV
afs-127935	76	41	in	in	ADP
afs-127935	76	42	northern	northern	ADJ
afs-127935	76	43	varieties	variety	NOUN
afs-127935	76	44	(	(	PUNCT
afs-127935	76	45	dalmannsdottir	dalmannsdottir	NOUN
afs-127935	76	46	et	et	PROPN
afs-127935	76	47	al	al	PROPN
afs-127935	76	48	.	.	PROPN
afs-127935	76	49	2017	2017	NUM
afs-127935	76	50	)	)	PUNCT
afs-127935	76	51	.	.	PUNCT
afs-127935	77	1	we	we	PRON
afs-127935	77	2	quantified	quantify	VERB
afs-127935	77	3	precipitation	precipitation	NOUN
afs-127935	77	4	over	over	ADP
afs-127935	77	5	the	the	DET
afs-127935	77	6	growing	grow	VERB
afs-127935	77	7	season	season	NOUN
afs-127935	77	8	by	by	ADP
afs-127935	77	9	the	the	DET
afs-127935	77	10	number	number	NOUN
afs-127935	77	11	of	of	ADP
afs-127935	77	12	rainy	rainy	ADJ
afs-127935	77	13	days	day	NOUN
afs-127935	77	14	,	,	PUNCT
afs-127935	77	15	defined	define	VERB
afs-127935	77	16	as	as	ADP
afs-127935	77	17	a	a	DET
afs-127935	77	18	day	day	NOUN
afs-127935	77	19	with	with	ADP
afs-127935	77	20	precipitation	precipitation	NOUN
afs-127935	77	21	over	over	ADP
afs-127935	77	22	a	a	DET
afs-127935	77	23	threshold	threshold	NOUN
afs-127935	77	24	of	of	ADP
afs-127935	77	25	1.0	1.0	NUM
afs-127935	77	26	mm	mm	NOUN
afs-127935	77	27	.	.	PUNCT
afs-127935	78	1	thus	thus	ADV
afs-127935	78	2	,	,	PUNCT
afs-127935	78	3	the	the	DET
afs-127935	78	4	variable	variable	NOUN
afs-127935	78	5	measured	measure	VERB
afs-127935	78	6	the	the	DET
afs-127935	78	7	frequency	frequency	NOUN
afs-127935	78	8	and	and	CCONJ
afs-127935	78	9	not	not	PART
afs-127935	78	10	the	the	DET
afs-127935	78	11	intensity	intensity	NOUN
afs-127935	78	12	of	of	ADP
afs-127935	78	13	precipitation	precipitation	NOUN
afs-127935	78	14	.	.	PUNCT
afs-127935	79	1	the	the	DET
afs-127935	79	2	number	number	NOUN
afs-127935	79	3	of	of	ADP
afs-127935	79	4	rainy	rainy	ADJ
afs-127935	79	5	days	day	NOUN
afs-127935	79	6	was	be	AUX
afs-127935	79	7	summarized	summarize	VERB
afs-127935	79	8	per	per	ADP
afs-127935	79	9	month	month	NOUN
afs-127935	79	10	and	and	CCONJ
afs-127935	79	11	for	for	ADP
afs-127935	79	12	the	the	DET
afs-127935	79	13	period	period	NOUN
afs-127935	79	14	from	from	ADP
afs-127935	79	15	march	march	PROPN
afs-127935	79	16	through	through	ADP
afs-127935	79	17	august	august	PROPN
afs-127935	79	18	,	,	PUNCT
afs-127935	79	19	as	as	SCONJ
afs-127935	79	20	the	the	DET
afs-127935	79	21	last	last	ADJ
afs-127935	79	22	cut	cut	NOUN
afs-127935	79	23	was	be	AUX
afs-127935	79	24	early	early	ADJ
afs-127935	79	25	september	september	PROPN
afs-127935	79	26	.	.	PUNCT
afs-127935	80	1	future	future	ADJ
afs-127935	80	2	projections	projection	NOUN
afs-127935	80	3	of	of	ADP
afs-127935	80	4	temperature	temperature	NOUN
afs-127935	80	5	and	and	CCONJ
afs-127935	80	6	precipitation	precipitation	NOUN
afs-127935	80	7	were	be	AUX
afs-127935	80	8	provided	provide	VERB
afs-127935	80	9	by	by	ADP
afs-127935	80	10	the	the	DET
afs-127935	80	11	euro	euro	PROPN
afs-127935	80	12	-	-	PUNCT
afs-127935	80	13	cordex	cordex	NOUN
afs-127935	80	14	initiative	initiative	NOUN
afs-127935	80	15	(	(	PUNCT
afs-127935	80	16	jacob	jacob	PROPN
afs-127935	80	17	et	et	PROPN
afs-127935	80	18	al	al	PROPN
afs-127935	80	19	.	.	PROPN
afs-127935	80	20	2020	2020	NUM
afs-127935	80	21	)	)	PUNCT
afs-127935	80	22	.	.	PUNCT
afs-127935	81	1	euro	euro	NOUN
afs-127935	81	2	-	-	PUNCT
afs-127935	81	3	cordex	cordex	NOUN
afs-127935	81	4	provided	provide	VERB
afs-127935	81	5	a	a	DET
afs-127935	81	6	multi	multi	ADJ
afs-127935	81	7	-	-	ADJ
afs-127935	81	8	model	model	ADJ
afs-127935	81	9	ensemble	ensemble	NOUN
afs-127935	81	10	of	of	ADP
afs-127935	81	11	regional	regional	ADJ
afs-127935	81	12	climate	climate	NOUN
afs-127935	81	13	projections	projection	NOUN
afs-127935	81	14	for	for	ADP
afs-127935	81	15	europe	europe	PROPN
afs-127935	81	16	at	at	ADP
afs-127935	81	17	a	a	DET
afs-127935	81	18	daily	daily	ADJ
afs-127935	81	19	temporal	temporal	ADJ
afs-127935	81	20	resolution	resolution	NOUN
afs-127935	81	21	and	and	CCONJ
afs-127935	81	22	spatial	spatial	ADJ
afs-127935	81	23	resolution	resolution	NOUN
afs-127935	81	24	of	of	ADP
afs-127935	81	25	12	12	NUM
afs-127935	81	26	km	km	NOUN
afs-127935	81	27	,	,	PUNCT
afs-127935	81	28	obtained	obtain	VERB
afs-127935	81	29	by	by	ADP
afs-127935	81	30	running	run	VERB
afs-127935	81	31	a	a	DET
afs-127935	81	32	regional	regional	ADJ
afs-127935	81	33	climate	climate	NOUN
afs-127935	81	34	model	model	NOUN
afs-127935	81	35	(	(	PUNCT
afs-127935	81	36	rcm	rcm	PROPN
afs-127935	81	37	)	)	PUNCT
afs-127935	81	38	using	use	VERB
afs-127935	81	39	the	the	DET
afs-127935	81	40	output	output	NOUN
afs-127935	81	41	of	of	ADP
afs-127935	81	42	a	a	DET
afs-127935	81	43	global	global	ADJ
afs-127935	81	44	general	general	ADJ
afs-127935	81	45	circulation	circulation	NOUN
afs-127935	81	46	model	model	NOUN
afs-127935	81	47	(	(	PUNCT
afs-127935	81	48	gcm	gcm	PROPN
afs-127935	81	49	)	)	PUNCT
afs-127935	81	50	as	as	ADP
afs-127935	81	51	boundary	boundary	ADJ
afs-127935	81	52	conditions	condition	NOUN
afs-127935	81	53	.	.	PUNCT
afs-127935	82	1	in	in	ADP
afs-127935	82	2	addition	addition	NOUN
afs-127935	82	3	,	,	PUNCT
afs-127935	82	4	the	the	DET
afs-127935	82	5	rcm	rcm	PROPN
afs-127935	82	6	output	output	NOUN
afs-127935	82	7	was	be	AUX
afs-127935	82	8	bias	bias	NOUN
afs-127935	82	9	-	-	PUNCT
afs-127935	82	10	corrected	correct	VERB
afs-127935	82	11	using	use	VERB
afs-127935	82	12	a	a	DET
afs-127935	82	13	transformation	transformation	NOUN
afs-127935	82	14	of	of	ADP
afs-127935	82	15	a	a	DET
afs-127935	82	16	cumulative	cumulative	ADJ
afs-127935	82	17	distribution	distribution	NOUN
afs-127935	82	18	function	function	NOUN
afs-127935	82	19	(	(	PUNCT
afs-127935	82	20	cdf	cdf	PROPN
afs-127935	82	21	)	)	PUNCT
afs-127935	82	22	(	(	PUNCT
afs-127935	82	23	michelangeli	michelangeli	PROPN
afs-127935	82	24	et	et	PROPN
afs-127935	82	25	al	al	PROPN
afs-127935	82	26	.	.	PROPN
afs-127935	82	27	2009	2009	NUM
afs-127935	82	28	,	,	PUNCT
afs-127935	82	29	vrac	vrac	VERB
afs-127935	82	30	et	et	PROPN
afs-127935	82	31	al	al	PROPN
afs-127935	82	32	.	.	PROPN
afs-127935	82	33	2012	2012	NUM
afs-127935	82	34	)	)	PUNCT
afs-127935	82	35	and	and	CCONJ
afs-127935	82	36	distribution	distribution	NOUN
afs-127935	82	37	-	-	PUNCT
afs-127935	82	38	based	base	VERB
afs-127935	82	39	scaling	scaling	NOUN
afs-127935	82	40	(	(	PUNCT
afs-127935	82	41	dbs	dbs	PROPN
afs-127935	82	42	)	)	PUNCT
afs-127935	82	43	(	(	PUNCT
afs-127935	82	44	yang	yang	PROPN
afs-127935	82	45	et	et	PROPN
afs-127935	82	46	al	al	PROPN
afs-127935	82	47	.	.	PROPN
afs-127935	82	48	2010	2010	NUM
afs-127935	82	49	)	)	PUNCT
afs-127935	82	50	.	.	PUNCT
afs-127935	83	1	the	the	DET
afs-127935	83	2	scaling	scaling	NOUN
afs-127935	83	3	used	use	VERB
afs-127935	83	4	data	datum	NOUN
afs-127935	83	5	from	from	ADP
afs-127935	83	6	the	the	DET
afs-127935	83	7	regional	regional	ADJ
afs-127935	83	8	reanalysis	reanalysis	NOUN
afs-127935	83	9	mesan	mesan	ADJ
afs-127935	83	10	(	(	PUNCT
afs-127935	83	11	yang	yang	PROPN
afs-127935	83	12	et	et	PROPN
afs-127935	83	13	al	al	PROPN
afs-127935	83	14	.	.	PROPN
afs-127935	83	15	2010	2010	NUM
afs-127935	83	16	)	)	PUNCT
afs-127935	83	17	,	,	PUNCT
afs-127935	83	18	and	and	CCONJ
afs-127935	83	19	the	the	DET
afs-127935	83	20	observation	observation	NOUN
afs-127935	83	21	-	-	PUNCT
afs-127935	83	22	based	base	VERB
afs-127935	83	23	gridded	gridded	ADJ
afs-127935	83	24	data	data	NOUN
afs-127935	83	25	product	product	NOUN
afs-127935	83	26	e	e	NOUN
afs-127935	83	27	-	-	NOUN
afs-127935	83	28	obs	obs	PROPN
afs-127935	83	29	(	(	PUNCT
afs-127935	83	30	cornes	corne	NOUN
afs-127935	83	31	et	et	PROPN
afs-127935	83	32	al	al	PROPN
afs-127935	83	33	.	.	PROPN
afs-127935	83	34	2018	2018	NUM
afs-127935	83	35	)	)	PUNCT
afs-127935	83	36	as	as	ADP
afs-127935	83	37	calibration	calibration	NOUN
afs-127935	83	38	data	datum	NOUN
afs-127935	83	39	.	.	PUNCT
afs-127935	84	1	the	the	DET
afs-127935	84	2	projections	projection	NOUN
afs-127935	84	3	were	be	AUX
afs-127935	84	4	based	base	VERB
afs-127935	84	5	on	on	ADP
afs-127935	84	6	gcms	gcms	NOUN
afs-127935	84	7	from	from	ADP
afs-127935	84	8	the	the	DET
afs-127935	84	9	coupled	couple	VERB
afs-127935	84	10	model	model	NOUN
afs-127935	84	11	intercomparison	intercomparison	PROPN
afs-127935	84	12	project	project	NOUN
afs-127935	84	13	–	–	PUNCT
afs-127935	84	14	phase	phase	NOUN
afs-127935	84	15	5	5	NUM
afs-127935	84	16	(	(	PUNCT
afs-127935	84	17	cmip5	cmip5	NOUN
afs-127935	84	18	)	)	PUNCT
afs-127935	84	19	under	under	ADP
afs-127935	84	20	the	the	DET
afs-127935	84	21	representative	representative	ADJ
afs-127935	84	22	carbon	carbon	NOUN
afs-127935	84	23	pathway	pathway	NOUN
afs-127935	84	24	(	(	PUNCT
afs-127935	84	25	rcp	rcp	PROPN
afs-127935	84	26	)	)	PUNCT
afs-127935	84	27	4.5	4.5	NUM
afs-127935	84	28	,	,	PUNCT
afs-127935	84	29	representing	represent	VERB
afs-127935	84	30	an	an	DET
afs-127935	84	31	intermediate	intermediate	ADJ
afs-127935	84	32	scenario	scenario	NOUN
afs-127935	84	33	where	where	SCONJ
afs-127935	84	34	emissions	emission	NOUN
afs-127935	84	35	peak	peak	VERB
afs-127935	84	36	around	around	ADP
afs-127935	84	37	2040	2040	NUM
afs-127935	84	38	and	and	CCONJ
afs-127935	84	39	decline	decline	VERB
afs-127935	84	40	afterward	afterward	ADV
afs-127935	84	41	(	(	PUNCT
afs-127935	84	42	jacob	jacob	PROPN
afs-127935	84	43	et	et	PROPN
afs-127935	84	44	al	al	PROPN
afs-127935	84	45	.	.	PROPN
afs-127935	84	46	2014	2014	NUM
afs-127935	84	47	)	)	PUNCT
afs-127935	84	48	.	.	PUNCT
afs-127935	85	1	specifically	specifically	ADV
afs-127935	85	2	,	,	PUNCT
afs-127935	85	3	we	we	PRON
afs-127935	85	4	considered	consider	VERB
afs-127935	85	5	12	12	NUM
afs-127935	85	6	different	different	ADJ
afs-127935	85	7	combinations	combination	NOUN
afs-127935	85	8	of	of	ADP
afs-127935	85	9	gcms	gcms	NOUN
afs-127935	85	10	,	,	PUNCT
afs-127935	85	11	rcms	rcms	NOUN
afs-127935	85	12	,	,	PUNCT
afs-127935	85	13	and	and	CCONJ
afs-127935	85	14	bias	bias	NOUN
afs-127935	85	15	-	-	PUNCT
afs-127935	85	16	correction	correction	NOUN
afs-127935	85	17	approaches	approach	NOUN
afs-127935	85	18	.	.	PUNCT
afs-127935	86	1	this	this	DET
afs-127935	86	2	multi	multi	ADJ
afs-127935	86	3	-	-	ADJ
afs-127935	86	4	model	model	ADJ
afs-127935	86	5	ensemble	ensemble	NOUN
afs-127935	86	6	of	of	ADP
afs-127935	86	7	climate	climate	NOUN
afs-127935	86	8	projections	projection	NOUN
afs-127935	86	9	included	include	VERB
afs-127935	86	10	two	two	NUM
afs-127935	86	11	different	different	ADJ
afs-127935	86	12	gcms	gcms	NOUN
afs-127935	86	13	(	(	PUNCT
afs-127935	86	14	ec	ec	NOUN
afs-127935	86	15	-	-	PUNCT
afs-127935	86	16	earth	earth	NOUN
afs-127935	86	17	[	[	X
afs-127935	86	18	hazeleger	hazeleger	NOUN
afs-127935	86	19	et	et	PROPN
afs-127935	86	20	al	al	PROPN
afs-127935	86	21	.	.	PROPN
afs-127935	86	22	2012	2012	NUM
afs-127935	86	23	]	]	PUNCT
afs-127935	86	24	and	and	CCONJ
afs-127935	86	25	mpi	mpi	ADJ
afs-127935	86	26	-	-	PUNCT
afs-127935	86	27	esm	esm	ADJ
afs-127935	86	28	-	-	PUNCT
afs-127935	86	29	lr	lr	NOUN
afs-127935	86	30	[	[	X
afs-127935	86	31	giorgetta	giorgetta	NOUN
afs-127935	86	32	et	et	PROPN
afs-127935	86	33	al	al	PROPN
afs-127935	86	34	.	.	PROPN
afs-127935	86	35	2013	2013	NUM
afs-127935	86	36	]	]	PUNCT
afs-127935	86	37	)	)	PUNCT
afs-127935	86	38	,	,	PUNCT
afs-127935	86	39	four	four	NUM
afs-127935	86	40	different	different	ADJ
afs-127935	86	41	rcms	rcms	NOUN
afs-127935	86	42	(	(	PUNCT
afs-127935	86	43	cclm4	cclm4	PROPN
afs-127935	86	44	-	-	PUNCT
afs-127935	86	45	8	8	NUM
afs-127935	86	46	-	-	SYM
afs-127935	86	47	17	17	NUM
afs-127935	86	48	,	,	PUNCT
afs-127935	86	49	hirham5	hirham5	NOUN
afs-127935	86	50	,	,	PUNCT
afs-127935	86	51	racmo22e	racmo22e	NOUN
afs-127935	86	52	,	,	PUNCT
afs-127935	86	53	and	and	CCONJ
afs-127935	86	54	rca4	rca4	PROPN
afs-127935	86	55	,	,	PUNCT
afs-127935	86	56	see	see	VERB
afs-127935	86	57	jacob	jacob	PROPN
afs-127935	86	58	et	et	PROPN
afs-127935	86	59	al	al	PROPN
afs-127935	86	60	.	.	PUNCT
afs-127935	87	1	[	[	X
afs-127935	87	2	2014	2014	NUM
afs-127935	87	3	]	]	PUNCT
afs-127935	87	4	for	for	ADP
afs-127935	87	5	details	detail	NOUN
afs-127935	87	6	)	)	PUNCT
afs-127935	87	7	,	,	PUNCT
afs-127935	87	8	as	as	ADV
afs-127935	87	9	well	well	ADV
afs-127935	87	10	as	as	ADP
afs-127935	87	11	three	three	NUM
afs-127935	87	12	different	different	ADJ
afs-127935	87	13	versions	version	NOUN
afs-127935	87	14	of	of	ADP
afs-127935	87	15	the	the	DET
afs-127935	87	16	bias	bias	NOUN
afs-127935	87	17	-	-	PUNCT
afs-127935	87	18	correction	correction	NOUN
afs-127935	87	19	approaches	approach	NOUN
afs-127935	87	20	described	describe	VERB
afs-127935	87	21	above	above	ADV
afs-127935	87	22	.	.	PUNCT
afs-127935	88	1	considering	consider	VERB
afs-127935	88	2	such	such	DET
afs-127935	88	3	a	a	DET
afs-127935	88	4	variety	variety	NOUN
afs-127935	88	5	of	of	ADP
afs-127935	88	6	combinations	combination	NOUN
afs-127935	88	7	helped	help	VERB
afs-127935	88	8	to	to	PART
afs-127935	88	9	better	well	ADV
afs-127935	88	10	account	account	VERB
afs-127935	88	11	for	for	ADP
afs-127935	88	12	uncertainties	uncertainty	NOUN
afs-127935	88	13	associated	associate	VERB
afs-127935	88	14	with	with	ADP
afs-127935	88	15	each	each	DET
afs-127935	88	16	layer	layer	NOUN
afs-127935	88	17	of	of	ADP
afs-127935	88	18	modeling	modeling	NOUN
afs-127935	88	19	.	.	PUNCT
afs-127935	89	1	data	datum	NOUN
afs-127935	89	2	quality	quality	NOUN
afs-127935	89	3	both	both	CCONJ
afs-127935	89	4	the	the	DET
afs-127935	89	5	phenotypic	phenotypic	NOUN
afs-127935	89	6	and	and	CCONJ
afs-127935	89	7	the	the	DET
afs-127935	89	8	agro	agro	ADJ
afs-127935	89	9	-	-	PUNCT
afs-127935	89	10	climatic	climatic	ADJ
afs-127935	89	11	variables	variable	NOUN
afs-127935	89	12	had	have	AUX
afs-127935	89	13	missing	miss	VERB
afs-127935	89	14	observations	observation	NOUN
afs-127935	89	15	.	.	PUNCT
afs-127935	90	1	dmy	dmy	PROPN
afs-127935	90	2	was	be	AUX
afs-127935	90	3	recorded	record	VERB
afs-127935	90	4	separately	separately	ADV
afs-127935	90	5	for	for	ADP
afs-127935	90	6	each	each	DET
afs-127935	90	7	ley	ley	ADJ
afs-127935	90	8	year	year	NOUN
afs-127935	90	9	and	and	CCONJ
afs-127935	90	10	summed	sum	VERB
afs-127935	90	11	over	over	ADP
afs-127935	90	12	all	all	DET
afs-127935	90	13	three	three	NUM
afs-127935	90	14	years	year	NOUN
afs-127935	90	15	to	to	PART
afs-127935	90	16	produce	produce	VERB
afs-127935	90	17	the	the	DET
afs-127935	90	18	total	total	ADJ
afs-127935	90	19	dmy	dmy	PROPN
afs-127935	90	20	.	.	PUNCT
afs-127935	91	1	hence	hence	ADV
afs-127935	91	2	,	,	PUNCT
afs-127935	91	3	if	if	SCONJ
afs-127935	91	4	the	the	DET
afs-127935	91	5	yield	yield	NOUN
afs-127935	91	6	from	from	ADP
afs-127935	91	7	one	one	NUM
afs-127935	91	8	or	or	CCONJ
afs-127935	91	9	more	more	ADJ
afs-127935	91	10	years	year	NOUN
afs-127935	91	11	was	be	AUX
afs-127935	91	12	missing	miss	VERB
afs-127935	91	13	,	,	PUNCT
afs-127935	91	14	the	the	DET
afs-127935	91	15	total	total	ADJ
afs-127935	91	16	dmy	dmy	PROPN
afs-127935	91	17	was	be	AUX
afs-127935	91	18	also	also	ADV
afs-127935	91	19	missing	miss	VERB
afs-127935	91	20	.	.	PUNCT
afs-127935	92	1	there	there	PRON
afs-127935	92	2	were	be	VERB
afs-127935	92	3	in	in	ADP
afs-127935	92	4	total	total	ADJ
afs-127935	92	5	166	166	NUM
afs-127935	92	6	different	different	ADJ
afs-127935	92	7	three	three	NUM
afs-127935	92	8	-	-	PUNCT
afs-127935	92	9	year	year	NOUN
afs-127935	92	10	trials	trial	NOUN
afs-127935	92	11	established	establish	VERB
afs-127935	92	12	over	over	ADP
afs-127935	92	13	all	all	DET
afs-127935	92	14	locations	location	NOUN
afs-127935	92	15	.	.	PUNCT
afs-127935	93	1	among	among	ADP
afs-127935	93	2	these	these	PRON
afs-127935	93	3	,	,	PUNCT
afs-127935	93	4	dmy	dmy	PROPN
afs-127935	93	5	was	be	AUX
afs-127935	93	6	not	not	PART
afs-127935	93	7	recorded	record	VERB
afs-127935	93	8	for	for	ADP
afs-127935	93	9	12	12	NUM
afs-127935	93	10	trials	trial	NOUN
afs-127935	93	11	in	in	ADP
afs-127935	93	12	the	the	DET
afs-127935	93	13	first	first	ADJ
afs-127935	93	14	ley	ley	PROPN
afs-127935	93	15	year	year	NOUN
afs-127935	93	16	,	,	PUNCT
afs-127935	93	17	18	18	NUM
afs-127935	93	18	trials	trial	NOUN
afs-127935	93	19	in	in	ADP
afs-127935	93	20	the	the	DET
afs-127935	93	21	second	second	ADJ
afs-127935	93	22	ley	ley	NOUN
afs-127935	93	23	year	year	NOUN
afs-127935	93	24	,	,	PUNCT
afs-127935	93	25	and	and	CCONJ
afs-127935	93	26	26	26	NUM
afs-127935	93	27	trials	trial	NOUN
afs-127935	93	28	in	in	ADP
afs-127935	93	29	the	the	DET
afs-127935	93	30	third	third	ADJ
afs-127935	93	31	ley	ley	NOUN
afs-127935	93	32	year	year	NOUN
afs-127935	93	33	.	.	PUNCT
afs-127935	94	1	there	there	PRON
afs-127935	94	2	were	be	VERB
afs-127935	94	3	35	35	NUM
afs-127935	94	4	trials	trial	NOUN
afs-127935	94	5	where	where	SCONJ
afs-127935	94	6	dmy	dmy	PROPN
afs-127935	94	7	was	be	AUX
afs-127935	94	8	not	not	PART
afs-127935	94	9	recorded	record	VERB
afs-127935	94	10	in	in	ADP
afs-127935	94	11	at	at	ADV
afs-127935	94	12	least	least	ADV
afs-127935	94	13	one	one	NUM
afs-127935	94	14	ley	ley	ADJ
afs-127935	94	15	year	year	NOUN
afs-127935	94	16	,	,	PUNCT
afs-127935	94	17	such	such	ADJ
afs-127935	94	18	that	that	DET
afs-127935	94	19	total	total	ADJ
afs-127935	94	20	dmy	dmy	PROPN
afs-127935	94	21	was	be	AUX
afs-127935	94	22	available	available	ADJ
afs-127935	94	23	for	for	ADP
afs-127935	94	24	131	131	NUM
afs-127935	94	25	complete	complete	ADJ
afs-127935	94	26	three	three	NUM
afs-127935	94	27	-	-	PUNCT
afs-127935	94	28	year	year	NOUN
afs-127935	94	29	trials	trial	NOUN
afs-127935	94	30	for	for	ADP
afs-127935	94	31	all	all	DET
afs-127935	94	32	locations	location	NOUN
afs-127935	94	33	.	.	PUNCT
afs-127935	95	1	for	for	ADP
afs-127935	95	2	the	the	DET
afs-127935	95	3	daily	daily	ADJ
afs-127935	95	4	agro	agro	ADJ
afs-127935	95	5	-	-	PUNCT
afs-127935	95	6	climatic	climatic	ADJ
afs-127935	95	7	variables	variable	NOUN
afs-127935	95	8	,	,	PUNCT
afs-127935	95	9	the	the	DET
afs-127935	95	10	number	number	NOUN
afs-127935	95	11	of	of	ADP
afs-127935	95	12	missing	miss	VERB
afs-127935	95	13	observations	observation	NOUN
afs-127935	95	14	varied	vary	VERB
afs-127935	95	15	substantially	substantially	ADV
afs-127935	95	16	between	between	ADP
afs-127935	95	17	years	year	NOUN
afs-127935	95	18	and	and	CCONJ
afs-127935	95	19	locations	location	NOUN
afs-127935	95	20	across	across	ADP
afs-127935	95	21	the	the	DET
afs-127935	95	22	data	data	NOUN
afs-127935	95	23	period	period	NOUN
afs-127935	95	24	(	(	PUNCT
afs-127935	95	25	1988–2017	1988–2017	NUM
afs-127935	95	26	)	)	PUNCT
afs-127935	95	27	.	.	PUNCT
afs-127935	96	1	the	the	DET
afs-127935	96	2	missing	miss	VERB
afs-127935	96	3	observations	observation	NOUN
afs-127935	96	4	were	be	AUX
afs-127935	96	5	,	,	PUNCT
afs-127935	96	6	however	however	ADV
afs-127935	96	7	,	,	PUNCT
afs-127935	96	8	largely	largely	ADV
afs-127935	96	9	the	the	DET
afs-127935	96	10	same	same	ADJ
afs-127935	96	11	for	for	ADP
afs-127935	96	12	temperature	temperature	NOUN
afs-127935	96	13	and	and	CCONJ
afs-127935	96	14	precipitation	precipitation	NOUN
afs-127935	96	15	,	,	PUNCT
afs-127935	96	16	implying	imply	VERB
afs-127935	96	17	that	that	SCONJ
afs-127935	96	18	if	if	SCONJ
afs-127935	96	19	the	the	DET
afs-127935	96	20	temperature	temperature	NOUN
afs-127935	96	21	was	be	AUX
afs-127935	96	22	recorded	record	VERB
afs-127935	96	23	,	,	PUNCT
afs-127935	96	24	so	so	ADV
afs-127935	96	25	was	be	AUX
afs-127935	96	26	precipitation	precipitation	NOUN
afs-127935	96	27	.	.	PUNCT
afs-127935	97	1	a	a	DET
afs-127935	97	2	practical	practical	ADJ
afs-127935	97	3	limit	limit	NOUN
afs-127935	97	4	of	of	ADP
afs-127935	97	5	15	15	NUM
afs-127935	97	6	%	%	NOUN
afs-127935	97	7	missing	miss	VERB
afs-127935	97	8	recordings	recording	NOUN
afs-127935	97	9	per	per	ADP
afs-127935	97	10	month	month	NOUN
afs-127935	97	11	(	(	PUNCT
afs-127935	97	12	a	a	DET
afs-127935	97	13	maximum	maximum	NOUN
afs-127935	97	14	of	of	ADP
afs-127935	97	15	4	4	NUM
afs-127935	97	16	missing	missing	ADJ
afs-127935	97	17	days	day	NOUN
afs-127935	97	18	)	)	PUNCT
afs-127935	97	19	was	be	AUX
afs-127935	97	20	set	set	VERB
afs-127935	97	21	to	to	PART
afs-127935	97	22	produce	produce	VERB
afs-127935	97	23	a	a	DET
afs-127935	97	24	monthly	monthly	ADJ
afs-127935	97	25	summary	summary	NOUN
afs-127935	97	26	.	.	PUNCT
afs-127935	98	1	there	there	PRON
afs-127935	98	2	were	be	VERB
afs-127935	98	3	55	55	NUM
afs-127935	98	4	trials	trial	NOUN
afs-127935	98	5	with	with	ADP
afs-127935	98	6	gdd	gdd	PROPN
afs-127935	98	7	or	or	CCONJ
afs-127935	98	8	the	the	DET
afs-127935	98	9	number	number	NOUN
afs-127935	98	10	of	of	ADP
afs-127935	98	11	rainy	rainy	ADJ
afs-127935	98	12	days	day	NOUN
afs-127935	98	13	missing	miss	VERB
afs-127935	98	14	for	for	ADP
afs-127935	98	15	at	at	ADV
afs-127935	98	16	least	least	ADV
afs-127935	98	17	one	one	NUM
afs-127935	98	18	month	month	NOUN
afs-127935	98	19	.	.	PUNCT
afs-127935	99	1	hence	hence	ADV
afs-127935	99	2	,	,	PUNCT
afs-127935	99	3	there	there	PRON
afs-127935	99	4	were	be	VERB
afs-127935	99	5	94	94	NUM
afs-127935	99	6	trials	trial	NOUN
afs-127935	99	7	overall	overall	ADJ
afs-127935	99	8	with	with	ADP
afs-127935	99	9	complete	complete	ADJ
afs-127935	99	10	observations	observation	NOUN
afs-127935	99	11	for	for	ADP
afs-127935	99	12	all	all	DET
afs-127935	99	13	variables	variable	NOUN
afs-127935	99	14	.	.	PUNCT
afs-127935	100	1	methodology	methodology	NOUN
afs-127935	100	2	we	we	PRON
afs-127935	100	3	analyzed	analyze	VERB
afs-127935	100	4	the	the	DET
afs-127935	100	5	data	datum	NOUN
afs-127935	100	6	in	in	ADP
afs-127935	100	7	two	two	NUM
afs-127935	100	8	steps	step	NOUN
afs-127935	100	9	:	:	PUNCT
afs-127935	100	10	first	first	ADV
afs-127935	100	11	,	,	PUNCT
afs-127935	100	12	we	we	PRON
afs-127935	100	13	determined	determine	VERB
afs-127935	100	14	the	the	DET
afs-127935	100	15	best	good	ADJ
afs-127935	100	16	prediction	prediction	NOUN
afs-127935	100	17	model	model	NOUN
afs-127935	100	18	for	for	ADP
afs-127935	100	19	dmy	dmy	PROPN
afs-127935	100	20	based	base	VERB
afs-127935	100	21	on	on	ADP
afs-127935	100	22	the	the	DET
afs-127935	100	23	agroclimatic	agroclimatic	ADJ
afs-127935	100	24	variables	variable	NOUN
afs-127935	100	25	.	.	PUNCT
afs-127935	101	1	second	second	ADV
afs-127935	101	2	,	,	PUNCT
afs-127935	101	3	we	we	PRON
afs-127935	101	4	projected	project	VERB
afs-127935	101	5	the	the	DET
afs-127935	101	6	future	future	ADJ
afs-127935	101	7	yield	yield	NOUN
afs-127935	101	8	output	output	NOUN
afs-127935	101	9	at	at	ADP
afs-127935	101	10	the	the	DET
afs-127935	101	11	8	8	NUM
afs-127935	101	12	locations	location	NOUN
afs-127935	101	13	for	for	ADP
afs-127935	101	14	the	the	DET
afs-127935	101	15	two	two	NUM
afs-127935	101	16	decades	decade	NOUN
afs-127935	101	17	2050–2059	2050–2059	NUM
afs-127935	101	18	and	and	CCONJ
afs-127935	101	19	2090–2099	2090–2099	NUM
afs-127935	101	20	.	.	PUNCT
afs-127935	102	1	for	for	ADP
afs-127935	102	2	the	the	DET
afs-127935	102	3	prediction	prediction	NOUN
afs-127935	102	4	model	model	NOUN
afs-127935	102	5	of	of	ADP
afs-127935	102	6	total	total	ADJ
afs-127935	102	7	dmy	dmy	PROPN
afs-127935	102	8	,	,	PUNCT
afs-127935	102	9	we	we	PRON
afs-127935	102	10	use	use	VERB
afs-127935	102	11	linear	linear	ADJ
afs-127935	102	12	regression	regression	NOUN
afs-127935	102	13	(	(	PUNCT
afs-127935	102	14	hastie	hastie	PROPN
afs-127935	102	15	et	et	PROPN
afs-127935	102	16	al	al	PROPN
afs-127935	102	17	.	.	PROPN
afs-127935	102	18	2019	2019	NUM
afs-127935	102	19	)	)	PUNCT
afs-127935	102	20	with	with	ADP
afs-127935	102	21	the	the	DET
afs-127935	102	22	yearly	yearly	ADJ
afs-127935	102	23	agro	agro	ADJ
afs-127935	102	24	-	-	PUNCT
afs-127935	102	25	climatic	climatic	ADJ
afs-127935	102	26	variables	variable	NOUN
afs-127935	102	27	at	at	ADP
afs-127935	102	28	the	the	DET
afs-127935	102	29	locations	location	NOUN
afs-127935	102	30	as	as	ADP
afs-127935	102	31	predictors	predictor	NOUN
afs-127935	102	32	.	.	PUNCT
afs-127935	103	1	we	we	PRON
afs-127935	103	2	consider	consider	VERB
afs-127935	103	3	the	the	DET
afs-127935	103	4	model	model	NOUN
afs-127935	103	5	with	with	ADP
afs-127935	103	6	linear	linear	ADJ
afs-127935	103	7	predictors	predictor	NOUN
afs-127935	103	8	:	:	PUNCT
afs-127935	103	9	and	and	CCONJ
afs-127935	103	10	the	the	DET
afs-127935	103	11	model	model	NOUN
afs-127935	103	12	with	with	ADP
afs-127935	103	13	the	the	DET
afs-127935	103	14	quadratic	quadratic	ADJ
afs-127935	103	15	predictors	predictor	NOUN
afs-127935	103	16	:	:	PUNCT
afs-127935	103	17	where	where	SCONJ
afs-127935	103	18	yij	yij	NOUN
afs-127935	103	19	is	be	AUX
afs-127935	103	20	the	the	DET
afs-127935	103	21	median	median	NOUN
afs-127935	103	22	of	of	ADP
afs-127935	103	23	total	total	ADJ
afs-127935	103	24	dm	dm	NUM
afs-127935	103	25	yield	yield	NOUN
afs-127935	103	26	after	after	ADP
afs-127935	103	27	the	the	DET
afs-127935	103	28	establishment	establishment	NOUN
afs-127935	103	29	year	year	NOUN
afs-127935	103	30	i	i	PRON
afs-127935	103	31	at	at	ADP
afs-127935	103	32	location	location	PROPN
afs-127935	103	33	j	j	PROPN
afs-127935	103	34	and	and	CCONJ
afs-127935	103	35	var1i+k	var1i+k	PROPN
afs-127935	103	36	is	be	AUX
afs-127935	103	37	the	the	DET
afs-127935	103	38	agro	agro	ADJ
afs-127935	103	39	-	-	PUNCT
afs-127935	103	40	climatic	climatic	ADJ
afs-127935	103	41	predictor	predictor	NOUN
afs-127935	103	42	for	for	ADP
afs-127935	103	43	the	the	DET
afs-127935	103	44	kth	kth	PROPN
afs-127935	103	45	ley	ley	PROPN
afs-127935	103	46	year	year	NOUN
afs-127935	103	47	at	at	ADP
afs-127935	103	48	location	location	NOUN
afs-127935	103	49	j.	j.	PROPN
afs-127935	103	50	further	far	ADV
afs-127935	103	51	,	,	PUNCT
afs-127935	103	52	αl	αl	ADP
afs-127935	103	53	is	be	AUX
afs-127935	103	54	the	the	DET
afs-127935	103	55	linear	linear	ADJ
afs-127935	103	56	effect	effect	NOUN
afs-127935	103	57	of	of	ADP
afs-127935	103	58	the	the	DET
afs-127935	103	59	lth	lth	NOUN
afs-127935	103	60	predictor	predictor	NOUN
afs-127935	103	61	,	,	PUNCT
afs-127935	103	62	βl	βl	PROPN
afs-127935	103	63	is	be	AUX
afs-127935	103	64	the	the	DET
afs-127935	103	65	corresponding	corresponding	ADJ
afs-127935	103	66	quadratic	quadratic	ADJ
afs-127935	103	67	effect	effect	NOUN
afs-127935	103	68	,	,	PUNCT
afs-127935	103	69	μ	μ	PROPN
afs-127935	103	70	is	be	AUX
afs-127935	103	71	an	an	DET
afs-127935	103	72	overall	overall	ADJ
afs-127935	103	73	intercept	intercept	NOUN
afs-127935	103	74	,	,	PUNCT
afs-127935	103	75	and	and	CCONJ
afs-127935	103	76	ϵij	ϵij	NOUN
afs-127935	103	77	is	be	AUX
afs-127935	103	78	a	a	DET
afs-127935	103	79	noise	noise	NOUN
afs-127935	103	80	term	term	NOUN
afs-127935	103	81	with	with	ADP
afs-127935	103	82	expectation	expectation	NOUN
afs-127935	103	83	zero	zero	NUM
afs-127935	103	84	.	.	PUNCT
afs-127935	104	1	𝑦𝑦𝑦𝑦𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	𝑦𝑦𝑦𝑦𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	ADJ
afs-127935	104	2	=	=	PUNCT
afs-127935	104	3	𝜇𝜇𝜇𝜇	𝜇𝜇𝜇𝜇	NOUN
afs-127935	104	4	+	+	CCONJ
afs-127935	104	5	𝛼𝛼𝛼𝛼1𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	𝛼𝛼𝛼𝛼1𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	NUM
afs-127935	105	1	+	+	CCONJ
afs-127935	105	2	𝛼𝛼𝛼𝛼2𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+2,𝑖𝑖𝑖𝑖	𝛼𝛼𝛼𝛼2𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+2,𝑖𝑖𝑖𝑖	NUM
afs-127935	105	3	+	+	CCONJ
afs-127935	105	4	𝛼𝛼𝛼𝛼3𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+3,𝑖𝑖𝑖𝑖	𝛼𝛼𝛼𝛼3𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+3,𝑖𝑖𝑖𝑖	PROPN
afs-127935	105	5	+	+	CCONJ
afs-127935	105	6	𝛼𝛼𝛼𝛼4𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣2𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	𝛼𝛼𝛼𝛼4𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣2𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	NUM
afs-127935	105	7	+	+	CCONJ
afs-127935	105	8	⋯+	⋯+	NOUN
afs-127935	105	9	𝜖𝜖𝜖𝜖𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	𝜖𝜖𝜖𝜖𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	VERB
afs-127935	105	10	,	,	PUNCT
afs-127935	105	11	  	  	SPACE
afs-127935	105	12	𝑦𝑦𝑦𝑦𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	𝑦𝑦𝑦𝑦𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	NOUN
afs-127935	105	13	=	=	SYM
afs-127935	105	14	𝜇𝜇𝜇𝜇	𝜇𝜇𝜇𝜇	NOUN
afs-127935	105	15	+	+	CCONJ
afs-127935	105	16	𝛼𝛼𝛼𝛼1𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	𝛼𝛼𝛼𝛼1𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	NUM
afs-127935	106	1	+	+	CCONJ
afs-127935	106	2	𝛽𝛽𝛽𝛽1𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	𝛽𝛽𝛽𝛽1𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+1,𝑖𝑖𝑖𝑖	NUM
afs-127935	106	3	2	2	NUM
afs-127935	106	4	+	+	SYM
afs-127935	106	5	𝛼𝛼𝛼𝛼2𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+2,𝑖𝑖𝑖𝑖	𝛼𝛼𝛼𝛼2𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+2,𝑖𝑖𝑖𝑖	NUM
afs-127935	106	6	+	+	CCONJ
afs-127935	106	7	𝛽𝛽𝛽𝛽2𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+2,𝑖𝑖𝑖𝑖	𝛽𝛽𝛽𝛽2𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣𝑣1𝑖𝑖𝑖𝑖+2,𝑖𝑖𝑖𝑖	NUM
afs-127935	106	8	2	2	NUM
afs-127935	106	9	+	+	NUM
afs-127935	106	10	⋯+	⋯+	NOUN
afs-127935	106	11	𝜖𝜖𝜖𝜖𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	𝜖𝜖𝜖𝜖𝑖𝑖𝑖𝑖𝑖𝑖𝑖𝑖	VERB
afs-127935	106	12	,	,	PUNCT
afs-127935	106	13	agricultural	agricultural	ADJ
afs-127935	106	14	and	and	CCONJ
afs-127935	106	15	food	food	NOUN
afs-127935	106	16	science	science	NOUN
afs-127935	106	17	(	(	PUNCT
afs-127935	106	18	2023	2023	NUM
afs-127935	106	19	)	)	PUNCT
afs-127935	106	20	32	32	NUM
afs-127935	106	21	:	:	PUNCT
afs-127935	106	22	80–93	80–93	NUM
afs-127935	106	23	84	84	NUM
afs-127935	106	24	as	as	SCONJ
afs-127935	106	25	the	the	DET
afs-127935	106	26	focus	focus	NOUN
afs-127935	106	27	was	be	AUX
afs-127935	106	28	total	total	ADJ
afs-127935	106	29	dmy	dmy	PROPN
afs-127935	106	30	over	over	ADP
afs-127935	106	31	all	all	DET
afs-127935	106	32	ley	ley	ADJ
afs-127935	106	33	years	year	NOUN
afs-127935	106	34	,	,	PUNCT
afs-127935	106	35	the	the	DET
afs-127935	106	36	climatic	climatic	ADJ
afs-127935	106	37	variables	variable	NOUN
afs-127935	106	38	for	for	ADP
afs-127935	106	39	all	all	DET
afs-127935	106	40	three	three	NUM
afs-127935	106	41	years	year	NOUN
afs-127935	106	42	were	be	AUX
afs-127935	106	43	considered	consider	VERB
afs-127935	106	44	as	as	ADP
afs-127935	106	45	predictors	predictor	NOUN
afs-127935	106	46	.	.	PUNCT
afs-127935	107	1	for	for	ADP
afs-127935	107	2	instance	instance	NOUN
afs-127935	107	3	,	,	PUNCT
afs-127935	107	4	if	if	SCONJ
afs-127935	107	5	a	a	DET
afs-127935	107	6	trial	trial	NOUN
afs-127935	107	7	was	be	AUX
afs-127935	107	8	established	establish	VERB
afs-127935	107	9	in	in	ADP
afs-127935	107	10	2003	2003	NUM
afs-127935	107	11	,	,	PUNCT
afs-127935	107	12	the	the	DET
afs-127935	107	13	total	total	ADJ
afs-127935	107	14	yield	yield	NOUN
afs-127935	107	15	was	be	AUX
afs-127935	107	16	given	give	VERB
afs-127935	107	17	by	by	ADP
afs-127935	107	18	the	the	DET
afs-127935	107	19	sum	sum	NOUN
afs-127935	107	20	of	of	ADP
afs-127935	107	21	the	the	DET
afs-127935	107	22	yields	yield	NOUN
afs-127935	107	23	from	from	ADP
afs-127935	107	24	the	the	DET
afs-127935	107	25	growing	grow	VERB
afs-127935	107	26	seasons	season	NOUN
afs-127935	107	27	in	in	ADP
afs-127935	107	28	2004	2004	NUM
afs-127935	107	29	,	,	PUNCT
afs-127935	107	30	2005	2005	NUM
afs-127935	107	31	,	,	PUNCT
afs-127935	107	32	and	and	CCONJ
afs-127935	107	33	2006	2006	NUM
afs-127935	107	34	.	.	PUNCT
afs-127935	108	1	hence	hence	ADV
afs-127935	108	2	the	the	DET
afs-127935	108	3	agro	agro	ADJ
afs-127935	108	4	-	-	ADJ
afs-127935	108	5	climatic	climatic	ADJ
afs-127935	108	6	variables	variable	NOUN
afs-127935	108	7	for	for	ADP
afs-127935	108	8	all	all	DET
afs-127935	108	9	three	three	NUM
afs-127935	108	10	years	year	NOUN
afs-127935	108	11	were	be	AUX
afs-127935	108	12	included	include	VERB
afs-127935	108	13	together	together	ADV
afs-127935	108	14	as	as	ADP
afs-127935	108	15	a	a	DET
afs-127935	108	16	set	set	NOUN
afs-127935	108	17	of	of	ADP
afs-127935	108	18	predictors	predictor	NOUN
afs-127935	108	19	.	.	PUNCT
afs-127935	109	1	the	the	DET
afs-127935	109	2	median	median	NOUN
afs-127935	109	3	of	of	ADP
afs-127935	109	4	the	the	DET
afs-127935	109	5	total	total	ADJ
afs-127935	109	6	dmy	dmy	PROPN
afs-127935	109	7	per	per	ADP
afs-127935	109	8	year	year	NOUN
afs-127935	109	9	and	and	CCONJ
afs-127935	109	10	location	location	NOUN
afs-127935	109	11	was	be	AUX
afs-127935	109	12	used	use	VERB
afs-127935	109	13	as	as	ADP
afs-127935	109	14	the	the	DET
afs-127935	109	15	outcome	outcome	NOUN
afs-127935	109	16	to	to	PART
afs-127935	109	17	ensure	ensure	VERB
afs-127935	109	18	the	the	DET
afs-127935	109	19	robustness	robustness	NOUN
afs-127935	109	20	of	of	ADP
afs-127935	109	21	the	the	DET
afs-127935	109	22	effect	effect	NOUN
afs-127935	109	23	estimates	estimate	VERB
afs-127935	109	24	.	.	PUNCT
afs-127935	110	1	this	this	PRON
afs-127935	110	2	minimized	minimize	VERB
afs-127935	110	3	the	the	DET
afs-127935	110	4	negative	negative	ADJ
afs-127935	110	5	effect	effect	NOUN
afs-127935	110	6	of	of	ADP
afs-127935	110	7	outliers	outlier	NOUN
afs-127935	110	8	and	and	CCONJ
afs-127935	110	9	ensured	ensure	VERB
afs-127935	110	10	that	that	SCONJ
afs-127935	110	11	years	year	NOUN
afs-127935	110	12	with	with	ADP
afs-127935	110	13	different	different	ADJ
afs-127935	110	14	numbers	number	NOUN
afs-127935	110	15	of	of	ADP
afs-127935	110	16	observations	observation	NOUN
afs-127935	110	17	at	at	ADP
afs-127935	110	18	a	a	DET
afs-127935	110	19	given	give	VERB
afs-127935	110	20	location	location	NOUN
afs-127935	110	21	would	would	AUX
afs-127935	110	22	be	be	AUX
afs-127935	110	23	comparable	comparable	ADJ
afs-127935	110	24	.	.	PUNCT
afs-127935	111	1	assessing	assess	VERB
afs-127935	111	2	predictive	predictive	ADJ
afs-127935	111	3	ability	ability	NOUN
afs-127935	111	4	earlier	early	ADV
afs-127935	111	5	work	work	NOUN
afs-127935	111	6	studying	study	VERB
afs-127935	111	7	the	the	DET
afs-127935	111	8	effect	effect	NOUN
afs-127935	111	9	of	of	ADP
afs-127935	111	10	agro	agro	ADJ
afs-127935	111	11	-	-	ADJ
afs-127935	111	12	climatic	climatic	ADJ
afs-127935	111	13	predictors	predictor	NOUN
afs-127935	111	14	on	on	ADP
afs-127935	111	15	dmy	dmy	PROPN
afs-127935	111	16	did	do	AUX
afs-127935	111	17	not	not	PART
afs-127935	111	18	directly	directly	ADV
afs-127935	111	19	assess	assess	VERB
afs-127935	111	20	the	the	DET
afs-127935	111	21	predictive	predictive	ADJ
afs-127935	111	22	power	power	NOUN
afs-127935	111	23	of	of	ADP
afs-127935	111	24	the	the	DET
afs-127935	111	25	variables	variable	NOUN
afs-127935	111	26	but	but	CCONJ
afs-127935	111	27	focused	focus	VERB
afs-127935	111	28	on	on	ADP
afs-127935	111	29	the	the	DET
afs-127935	111	30	statistical	statistical	ADJ
afs-127935	111	31	significance	significance	NOUN
afs-127935	111	32	of	of	ADP
afs-127935	111	33	predictors	predictor	NOUN
afs-127935	111	34	(	(	PUNCT
afs-127935	111	35	see	see	VERB
afs-127935	111	36	e.g.	e.g.	ADV
afs-127935	111	37	,	,	PUNCT
afs-127935	111	38	mäkinen	mäkinen	PROPN
afs-127935	111	39	et	et	PROPN
afs-127935	111	40	al	al	PROPN
afs-127935	111	41	.	.	PROPN
afs-127935	111	42	2015	2015	NUM
afs-127935	111	43	,	,	PUNCT
afs-127935	111	44	2018	2018	NUM
afs-127935	111	45	)	)	PUNCT
afs-127935	111	46	.	.	PUNCT
afs-127935	112	1	this	this	DET
afs-127935	112	2	work	work	NOUN
afs-127935	112	3	emphasized	emphasize	VERB
afs-127935	112	4	instead	instead	ADV
afs-127935	112	5	the	the	DET
afs-127935	112	6	predictive	predictive	ADJ
afs-127935	112	7	ability	ability	NOUN
afs-127935	112	8	of	of	ADP
afs-127935	112	9	the	the	DET
afs-127935	112	10	agro	agro	ADJ
afs-127935	112	11	-	-	PUNCT
afs-127935	112	12	climatic	climatic	ADJ
afs-127935	112	13	variables	variable	NOUN
afs-127935	112	14	,	,	PUNCT
afs-127935	112	15	so	so	SCONJ
afs-127935	112	16	that	that	SCONJ
afs-127935	112	17	future	future	ADJ
afs-127935	112	18	yield	yield	NOUN
afs-127935	112	19	output	output	NOUN
afs-127935	112	20	may	may	AUX
afs-127935	112	21	be	be	AUX
afs-127935	112	22	accurately	accurately	ADV
afs-127935	112	23	predicted	predict	VERB
afs-127935	112	24	under	under	ADP
afs-127935	112	25	climate	climate	NOUN
afs-127935	112	26	change	change	NOUN
afs-127935	112	27	,	,	PUNCT
afs-127935	112	28	particularly	particularly	ADV
afs-127935	112	29	when	when	SCONJ
afs-127935	112	30	extrapolation	extrapolation	NOUN
afs-127935	112	31	is	be	AUX
afs-127935	112	32	required	require	VERB
afs-127935	112	33	.	.	PUNCT
afs-127935	113	1	to	to	PART
afs-127935	113	2	rigorously	rigorously	ADV
afs-127935	113	3	evaluate	evaluate	VERB
afs-127935	113	4	the	the	DET
afs-127935	113	5	predictive	predictive	ADJ
afs-127935	113	6	ability	ability	NOUN
afs-127935	113	7	of	of	ADP
afs-127935	113	8	a	a	DET
afs-127935	113	9	model	model	NOUN
afs-127935	113	10	,	,	PUNCT
afs-127935	113	11	predictions	prediction	NOUN
afs-127935	113	12	must	must	AUX
afs-127935	113	13	be	be	AUX
afs-127935	113	14	assessed	assess	VERB
afs-127935	113	15	on	on	ADP
afs-127935	113	16	an	an	DET
afs-127935	113	17	independent	independent	ADJ
afs-127935	113	18	data	datum	NOUN
afs-127935	113	19	set	set	VERB
afs-127935	113	20	not	not	PART
afs-127935	113	21	used	use	VERB
afs-127935	113	22	to	to	PART
afs-127935	113	23	estimate	estimate	VERB
afs-127935	113	24	the	the	DET
afs-127935	113	25	predictive	predictive	ADJ
afs-127935	113	26	model	model	NOUN
afs-127935	113	27	.	.	PUNCT
afs-127935	114	1	the	the	DET
afs-127935	114	2	resulting	result	VERB
afs-127935	114	3	predictions	prediction	NOUN
afs-127935	114	4	are	be	AUX
afs-127935	114	5	usually	usually	ADV
afs-127935	114	6	referred	refer	VERB
afs-127935	114	7	to	to	ADP
afs-127935	114	8	as	as	ADP
afs-127935	114	9	being	be	AUX
afs-127935	114	10	out	out	ADV
afs-127935	114	11	-	-	PUNCT
afs-127935	114	12	of	of	ADP
afs-127935	114	13	sample	sample	NOUN
afs-127935	114	14	(	(	PUNCT
afs-127935	114	15	hastie	hastie	PROPN
afs-127935	114	16	et	et	PROPN
afs-127935	114	17	al	al	PROPN
afs-127935	114	18	.	.	PROPN
afs-127935	114	19	2019	2019	NUM
afs-127935	114	20	)	)	PUNCT
afs-127935	114	21	.	.	PUNCT
afs-127935	115	1	k	k	X
afs-127935	115	2	-	-	ADJ
afs-127935	115	3	fold	fold	ADJ
afs-127935	115	4	cross	cross	NOUN
afs-127935	115	5	-	-	ADJ
afs-127935	115	6	validation	validation	NOUN
afs-127935	115	7	is	be	AUX
afs-127935	115	8	the	the	DET
afs-127935	115	9	most	most	ADV
afs-127935	115	10	used	use	VERB
afs-127935	115	11	procedure	procedure	NOUN
afs-127935	115	12	to	to	PART
afs-127935	115	13	assess	assess	VERB
afs-127935	115	14	the	the	DET
afs-127935	115	15	out	out	ADJ
afs-127935	115	16	-	-	PUNCT
afs-127935	115	17	of	of	ADP
afs-127935	115	18	-	-	PUNCT
afs-127935	115	19	sample	sample	NOUN
afs-127935	115	20	prediction	prediction	NOUN
afs-127935	115	21	error	error	NOUN
afs-127935	115	22	and	and	CCONJ
afs-127935	115	23	at	at	ADP
afs-127935	115	24	the	the	DET
afs-127935	115	25	same	same	ADJ
afs-127935	115	26	time	time	NOUN
afs-127935	115	27	properly	properly	ADV
afs-127935	115	28	exploit	exploit	VERB
afs-127935	115	29	all	all	DET
afs-127935	115	30	available	available	ADJ
afs-127935	115	31	training	training	NOUN
afs-127935	115	32	data	datum	NOUN
afs-127935	115	33	(	(	PUNCT
afs-127935	115	34	hastie	hastie	PROPN
afs-127935	115	35	et	et	PROPN
afs-127935	115	36	al	al	PROPN
afs-127935	115	37	.	.	PROPN
afs-127935	115	38	2019	2019	NUM
afs-127935	115	39	)	)	PUNCT
afs-127935	115	40	.	.	PUNCT
afs-127935	116	1	then	then	ADV
afs-127935	116	2	the	the	DET
afs-127935	116	3	training	training	NOUN
afs-127935	116	4	data	datum	NOUN
afs-127935	116	5	is	be	AUX
afs-127935	116	6	divided	divide	VERB
afs-127935	116	7	into	into	ADP
afs-127935	116	8	k	k	PROPN
afs-127935	116	9	parts	part	NOUN
afs-127935	116	10	(	(	PUNCT
afs-127935	116	11	folds	fold	NOUN
afs-127935	116	12	)	)	PUNCT
afs-127935	116	13	,	,	PUNCT
afs-127935	116	14	and	and	CCONJ
afs-127935	116	15	each	each	DET
afs-127935	116	16	fold	fold	NOUN
afs-127935	116	17	is	be	AUX
afs-127935	116	18	held	hold	VERB
afs-127935	116	19	out	out	ADP
afs-127935	116	20	of	of	ADP
afs-127935	116	21	the	the	DET
afs-127935	116	22	model	model	NOUN
afs-127935	116	23	building	building	NOUN
afs-127935	116	24	and	and	CCONJ
afs-127935	116	25	predicted	predict	VERB
afs-127935	116	26	in	in	ADP
afs-127935	116	27	turn	turn	NOUN
afs-127935	116	28	as	as	SCONJ
afs-127935	116	29	an	an	DET
afs-127935	116	30	outof	outof	PROPN
afs-127935	116	31	-	-	PUNCT
afs-127935	116	32	sample	sample	NOUN
afs-127935	116	33	data	datum	NOUN
afs-127935	116	34	set	set	VERB
afs-127935	116	35	.	.	PUNCT
afs-127935	117	1	the	the	DET
afs-127935	117	2	final	final	ADJ
afs-127935	117	3	prediction	prediction	NOUN
afs-127935	117	4	error	error	NOUN
afs-127935	117	5	is	be	AUX
afs-127935	117	6	calculated	calculate	VERB
afs-127935	117	7	by	by	ADP
afs-127935	117	8	averaging	average	VERB
afs-127935	117	9	over	over	ADP
afs-127935	117	10	all	all	DET
afs-127935	117	11	folds	fold	NOUN
afs-127935	117	12	.	.	PUNCT
afs-127935	118	1	to	to	PART
afs-127935	118	2	determine	determine	VERB
afs-127935	118	3	the	the	DET
afs-127935	118	4	optimal	optimal	ADJ
afs-127935	118	5	prediction	prediction	NOUN
afs-127935	118	6	model	model	NOUN
afs-127935	118	7	,	,	PUNCT
afs-127935	118	8	we	we	PRON
afs-127935	118	9	utilized	utilize	VERB
afs-127935	118	10	a	a	DET
afs-127935	118	11	cross	cross	NOUN
afs-127935	118	12	-	-	NOUN
afs-127935	118	13	validation	validation	ADJ
afs-127935	118	14	(	(	PUNCT
afs-127935	118	15	cv	cv	NOUN
afs-127935	118	16	)	)	PUNCT
afs-127935	118	17	scheme	scheme	NOUN
afs-127935	118	18	where	where	SCONJ
afs-127935	118	19	all	all	DET
afs-127935	118	20	recorded	record	VERB
afs-127935	118	21	yields	yield	NOUN
afs-127935	118	22	for	for	ADP
afs-127935	118	23	a	a	DET
afs-127935	118	24	given	give	VERB
afs-127935	118	25	location	location	NOUN
afs-127935	118	26	and	and	CCONJ
afs-127935	118	27	establishment	establishment	NOUN
afs-127935	118	28	year	year	NOUN
afs-127935	118	29	constituted	constitute	VERB
afs-127935	118	30	a	a	DET
afs-127935	118	31	separate	separate	ADJ
afs-127935	118	32	fold	fold	NOUN
afs-127935	118	33	.	.	PUNCT
afs-127935	119	1	this	this	DET
afs-127935	119	2	scheme	scheme	NOUN
afs-127935	119	3	equals	equal	VERB
afs-127935	119	4	leave	leave	VERB
afs-127935	119	5	-	-	PUNCT
afs-127935	119	6	one	one	NUM
afs-127935	119	7	-	-	PUNCT
afs-127935	119	8	out	out	NOUN
afs-127935	119	9	(	(	PUNCT
afs-127935	119	10	n	n	CCONJ
afs-127935	119	11	-	-	ADJ
afs-127935	119	12	fold	fold	ADJ
afs-127935	119	13	)	)	PUNCT
afs-127935	119	14	cv	cv	PROPN
afs-127935	119	15	,	,	PUNCT
afs-127935	119	16	where	where	SCONJ
afs-127935	119	17	each	each	DET
afs-127935	119	18	year	year	NOUN
afs-127935	119	19	-	-	PUNCT
afs-127935	119	20	location	location	NOUN
afs-127935	119	21	combination	combination	NOUN
afs-127935	119	22	constitutes	constitute	VERB
afs-127935	119	23	a	a	DET
afs-127935	119	24	separate	separate	ADJ
afs-127935	119	25	fold	fold	NOUN
afs-127935	119	26	.	.	PUNCT
afs-127935	120	1	the	the	DET
afs-127935	120	2	prediction	prediction	NOUN
afs-127935	120	3	error	error	NOUN
afs-127935	120	4	was	be	AUX
afs-127935	120	5	quantified	quantify	VERB
afs-127935	120	6	by	by	ADP
afs-127935	120	7	the	the	DET
afs-127935	120	8	root	root	NOUN
afs-127935	120	9	mean	mean	NOUN
afs-127935	120	10	square	square	ADJ
afs-127935	120	11	error	error	NOUN
afs-127935	120	12	(	(	PUNCT
afs-127935	120	13	rmse	rmse	NOUN
afs-127935	120	14	)	)	PUNCT
afs-127935	120	15	over	over	ADP
afs-127935	120	16	all	all	DET
afs-127935	120	17	folds	fold	NOUN
afs-127935	120	18	for	for	ADP
afs-127935	120	19	the	the	DET
afs-127935	120	20	n	n	PRON
afs-127935	120	21	combinations	combination	NOUN
afs-127935	120	22	of	of	ADP
afs-127935	120	23	years	year	NOUN
afs-127935	120	24	and	and	CCONJ
afs-127935	120	25	locations	location	NOUN
afs-127935	120	26	where	where	SCONJ
afs-127935	120	27	is	be	AUX
afs-127935	120	28	the	the	DET
afs-127935	120	29	prediction	prediction	NOUN
afs-127935	120	30	of	of	ADP
afs-127935	120	31	the	the	DET
afs-127935	120	32	median	median	ADJ
afs-127935	120	33	yield	yield	NOUN
afs-127935	120	34	for	for	ADP
afs-127935	120	35	a	a	DET
afs-127935	120	36	given	give	VERB
afs-127935	120	37	year	year	NOUN
afs-127935	120	38	and	and	CCONJ
afs-127935	120	39	location	location	NOUN
afs-127935	120	40	,	,	PUNCT
afs-127935	120	41	when	when	SCONJ
afs-127935	120	42	the	the	DET
afs-127935	120	43	associated	associated	ADJ
afs-127935	120	44	data	datum	NOUN
afs-127935	120	45	was	be	AUX
afs-127935	120	46	excluded	exclude	VERB
afs-127935	120	47	from	from	ADP
afs-127935	120	48	the	the	DET
afs-127935	120	49	training	training	NOUN
afs-127935	120	50	data	datum	NOUN
afs-127935	120	51	.	.	PUNCT
afs-127935	121	1	if	if	SCONJ
afs-127935	121	2	a	a	DET
afs-127935	121	3	predictor	predictor	NOUN
afs-127935	121	4	decreased	decrease	VERB
afs-127935	121	5	the	the	DET
afs-127935	121	6	prediction	prediction	NOUN
afs-127935	121	7	error	error	NOUN
afs-127935	121	8	,	,	PUNCT
afs-127935	121	9	it	it	PRON
afs-127935	121	10	would	would	AUX
afs-127935	121	11	improve	improve	VERB
afs-127935	121	12	the	the	DET
afs-127935	121	13	predictive	predictive	ADJ
afs-127935	121	14	power	power	NOUN
afs-127935	121	15	.	.	PUNCT
afs-127935	122	1	the	the	DET
afs-127935	122	2	model	model	NOUN
afs-127935	122	3	with	with	ADP
afs-127935	122	4	the	the	DET
afs-127935	122	5	lowest	low	ADJ
afs-127935	122	6	rmse	rmse	NOUN
afs-127935	122	7	was	be	AUX
afs-127935	122	8	selected	select	VERB
afs-127935	122	9	as	as	ADP
afs-127935	122	10	the	the	DET
afs-127935	122	11	optimal	optimal	ADJ
afs-127935	122	12	model	model	NOUN
afs-127935	122	13	.	.	PUNCT
afs-127935	123	1	we	we	PRON
afs-127935	123	2	also	also	ADV
afs-127935	123	3	considered	consider	VERB
afs-127935	123	4	the	the	DET
afs-127935	123	5	coefficient	coefficient	NOUN
afs-127935	123	6	of	of	ADP
afs-127935	123	7	determination	determination	NOUN
afs-127935	123	8	,	,	PUNCT
afs-127935	123	9	r2	r2	PROPN
afs-127935	123	10	,	,	PUNCT
afs-127935	123	11	and	and	CCONJ
afs-127935	123	12	the	the	DET
afs-127935	123	13	adjusted	adjusted	ADJ
afs-127935	123	14	r2	r2	PROPN
afs-127935	123	15	to	to	PART
afs-127935	123	16	assess	assess	VERB
afs-127935	123	17	the	the	DET
afs-127935	123	18	model	model	NOUN
afs-127935	123	19	fit	fit	NOUN
afs-127935	123	20	(	(	PUNCT
afs-127935	123	21	kuhn	kuhn	PROPN
afs-127935	123	22	and	and	CCONJ
afs-127935	123	23	johnson	johnson	PROPN
afs-127935	123	24	2013	2013	NUM
afs-127935	123	25	)	)	PUNCT
afs-127935	123	26	and	and	CCONJ
afs-127935	123	27	used	use	VERB
afs-127935	123	28	a	a	DET
afs-127935	123	29	likelihood	likelihood	NOUN
afs-127935	123	30	ratio	ratio	NOUN
afs-127935	123	31	test	test	NOUN
afs-127935	123	32	to	to	PART
afs-127935	123	33	determine	determine	VERB
afs-127935	123	34	if	if	SCONJ
afs-127935	123	35	a	a	DET
afs-127935	123	36	difference	difference	NOUN
afs-127935	123	37	in	in	ADP
afs-127935	123	38	fit	fit	NOUN
afs-127935	123	39	between	between	ADP
afs-127935	123	40	the	the	DET
afs-127935	123	41	two	two	NUM
afs-127935	123	42	models	model	NOUN
afs-127935	123	43	was	be	AUX
afs-127935	123	44	significant	significant	ADJ
afs-127935	123	45	.	.	PUNCT
afs-127935	124	1	the	the	DET
afs-127935	124	2	r2	r2	PROPN
afs-127935	124	3	can	can	AUX
afs-127935	124	4	be	be	AUX
afs-127935	124	5	interpreted	interpret	VERB
afs-127935	124	6	as	as	ADP
afs-127935	124	7	the	the	DET
afs-127935	124	8	proportion	proportion	NOUN
afs-127935	124	9	of	of	ADP
afs-127935	124	10	explained	explain	VERB
afs-127935	124	11	variability	variability	NOUN
afs-127935	124	12	,	,	PUNCT
afs-127935	124	13	while	while	SCONJ
afs-127935	124	14	the	the	DET
afs-127935	124	15	adjusted	adjust	VERB
afs-127935	124	16	r2	r2	NOUN
afs-127935	124	17	is	be	AUX
afs-127935	124	18	corrected	correct	VERB
afs-127935	124	19	for	for	ADP
afs-127935	124	20	in	in	ADP
afs-127935	124	21	-	-	PUNCT
afs-127935	124	22	sample	sample	NOUN
afs-127935	124	23	optimism	optimism	NOUN
afs-127935	124	24	(	(	PUNCT
afs-127935	124	25	and	and	CCONJ
afs-127935	124	26	may	may	AUX
afs-127935	124	27	be	be	AUX
afs-127935	124	28	negative	negative	ADJ
afs-127935	124	29	)	)	PUNCT
afs-127935	124	30	,	,	PUNCT
afs-127935	124	31	thus	thus	ADV
afs-127935	124	32	more	more	ADV
afs-127935	124	33	accurately	accurately	ADV
afs-127935	124	34	reflecting	reflect	VERB
afs-127935	124	35	the	the	DET
afs-127935	124	36	out	out	ADJ
afs-127935	124	37	-	-	PUNCT
afs-127935	124	38	of	of	ADP
afs-127935	124	39	-	-	PUNCT
afs-127935	124	40	sample	sample	NOUN
afs-127935	124	41	predictive	predictive	ADJ
afs-127935	124	42	power	power	NOUN
afs-127935	124	43	.	.	PUNCT
afs-127935	125	1	the	the	DET
afs-127935	125	2	model	model	NOUN
afs-127935	125	3	was	be	AUX
afs-127935	125	4	selected	select	VERB
afs-127935	125	5	following	follow	VERB
afs-127935	125	6	a	a	DET
afs-127935	125	7	forward	forward	ADV
afs-127935	125	8	stepwise	stepwise	ADJ
afs-127935	125	9	procedure	procedure	NOUN
afs-127935	125	10	(	(	PUNCT
afs-127935	125	11	claeskens	claesken	NOUN
afs-127935	125	12	and	and	CCONJ
afs-127935	125	13	hjort	hjort	NOUN
afs-127935	125	14	2008	2008	NUM
afs-127935	125	15	)	)	PUNCT
afs-127935	125	16	,	,	PUNCT
afs-127935	125	17	where	where	SCONJ
afs-127935	125	18	the	the	DET
afs-127935	125	19	best	good	ADJ
afs-127935	125	20	predictor	predictor	NOUN
afs-127935	125	21	in	in	ADP
afs-127935	125	22	subsequent	subsequent	ADJ
afs-127935	125	23	steps	step	NOUN
afs-127935	125	24	,	,	PUNCT
afs-127935	125	25	was	be	AUX
afs-127935	125	26	included	include	VERB
afs-127935	125	27	and	and	CCONJ
afs-127935	125	28	the	the	DET
afs-127935	125	29	prediction	prediction	NOUN
afs-127935	125	30	error	error	NOUN
afs-127935	125	31	and	and	CCONJ
afs-127935	125	32	fit	fit	NOUN
afs-127935	125	33	recalculated	recalculate	VERB
afs-127935	125	34	until	until	SCONJ
afs-127935	125	35	no	no	DET
afs-127935	125	36	improvement	improvement	NOUN
afs-127935	125	37	in	in	ADP
afs-127935	125	38	rmse	rmse	NOUN
afs-127935	125	39	and	and	CCONJ
afs-127935	125	40	adjusted	adjusted	ADJ
afs-127935	125	41	r2	r2	NOUN
afs-127935	125	42	could	could	AUX
afs-127935	125	43	be	be	AUX
afs-127935	125	44	achieved	achieve	VERB
afs-127935	125	45	.	.	PUNCT
afs-127935	126	1	results	result	VERB
afs-127935	126	2	this	this	DET
afs-127935	126	3	section	section	NOUN
afs-127935	126	4	presents	present	VERB
afs-127935	126	5	the	the	DET
afs-127935	126	6	results	result	NOUN
afs-127935	126	7	of	of	ADP
afs-127935	126	8	the	the	DET
afs-127935	126	9	two	two	NUM
afs-127935	126	10	steps	step	NOUN
afs-127935	126	11	in	in	ADP
afs-127935	126	12	the	the	DET
afs-127935	126	13	analysis	analysis	NOUN
afs-127935	126	14	.	.	PUNCT
afs-127935	127	1	first	first	ADV
afs-127935	127	2	,	,	PUNCT
afs-127935	127	3	an	an	DET
afs-127935	127	4	overview	overview	NOUN
afs-127935	127	5	of	of	ADP
afs-127935	127	6	the	the	DET
afs-127935	127	7	procedure	procedure	NOUN
afs-127935	127	8	to	to	PART
afs-127935	127	9	determine	determine	VERB
afs-127935	127	10	the	the	DET
afs-127935	127	11	optimal	optimal	ADJ
afs-127935	127	12	predictive	predictive	ADJ
afs-127935	127	13	model	model	NOUN
afs-127935	127	14	for	for	ADP
afs-127935	127	15	total	total	ADJ
afs-127935	127	16	dmy	dmy	PROPN
afs-127935	127	17	is	be	AUX
afs-127935	127	18	given	give	VERB
afs-127935	127	19	,	,	PUNCT
afs-127935	127	20	and	and	CCONJ
afs-127935	127	21	then	then	ADV
afs-127935	127	22	the	the	DET
afs-127935	127	23	results	result	NOUN
afs-127935	127	24	of	of	ADP
afs-127935	127	25	the	the	DET
afs-127935	127	26	projected	project	VERB
afs-127935	127	27	future	future	ADJ
afs-127935	127	28	yield	yield	NOUN
afs-127935	127	29	for	for	ADP
afs-127935	127	30	the	the	DET
afs-127935	127	31	periods	period	NOUN
afs-127935	127	32	2050–2059	2050–2059	NUM
afs-127935	127	33	and	and	CCONJ
afs-127935	127	34	2090–2099	2090–2099	NUM
afs-127935	127	35	are	be	AUX
afs-127935	127	36	presented	present	VERB
afs-127935	127	37	.	.	PUNCT
afs-127935	128	1	optimal	optimal	ADJ
afs-127935	128	2	predictive	predictive	ADJ
afs-127935	128	3	model	model	NOUN
afs-127935	128	4	the	the	DET
afs-127935	128	5	constant	constant	ADJ
afs-127935	128	6	baseline	baseline	NOUN
afs-127935	128	7	model	model	NOUN
afs-127935	128	8	with	with	ADP
afs-127935	128	9	no	no	DET
afs-127935	128	10	agro	agro	ADJ
afs-127935	128	11	-	-	PUNCT
afs-127935	128	12	climatic	climatic	ADJ
afs-127935	128	13	predictors	predictor	NOUN
afs-127935	128	14	,	,	PUNCT
afs-127935	128	15	i.e.	i.e.	X
afs-127935	128	16	the	the	DET
afs-127935	128	17	average	average	NOUN
afs-127935	128	18	of	of	ADP
afs-127935	128	19	overall	overall	ADJ
afs-127935	128	20	yield	yield	NOUN
afs-127935	128	21	,	,	PUNCT
afs-127935	128	22	achieved	achieve	VERB
afs-127935	128	23	an	an	DET
afs-127935	128	24	rmse	rmse	NOUN
afs-127935	128	25	of	of	ADP
afs-127935	128	26	474	474	NUM
afs-127935	128	27	.	.	PUNCT
afs-127935	129	1	table	table	NOUN
afs-127935	129	2	2	2	NUM
afs-127935	129	3	shows	show	VERB
afs-127935	129	4	the	the	DET
afs-127935	129	5	prediction	prediction	NOUN
afs-127935	129	6	error	error	NOUN
afs-127935	129	7	quantified	quantify	VERB
afs-127935	129	8	by	by	ADP
afs-127935	129	9	the	the	DET
afs-127935	129	10	rmse	rmse	NOUN
afs-127935	129	11	,	,	PUNCT
afs-127935	129	12	r2	r2	PROPN
afs-127935	129	13	,	,	PUNCT
afs-127935	129	14	and	and	CCONJ
afs-127935	129	15	adjusted	adjusted	ADJ
afs-127935	129	16	r2	r2	NOUN
afs-127935	129	17	for	for	ADP
afs-127935	129	18	the	the	DET
afs-127935	129	19	linear	linear	ADJ
afs-127935	129	20	and	and	CCONJ
afs-127935	129	21	quadratic	quadratic	ADJ
afs-127935	129	22	models	model	NOUN
afs-127935	129	23	of	of	ADP
afs-127935	129	24	all	all	DET
afs-127935	129	25	agro	agro	ADJ
afs-127935	129	26	-	-	PUNCT
afs-127935	129	27	climatic	climatic	ADJ
afs-127935	129	28	predictors	predictor	NOUN
afs-127935	129	29	.	.	PUNCT
afs-127935	130	1	including	include	VERB
afs-127935	130	2	gdd	gdd	PROPN
afs-127935	130	3	from	from	ADP
afs-127935	130	4	march	march	PROPN
afs-127935	130	5	through	through	ADP
afs-127935	130	6	august	august	PROPN
afs-127935	130	7	as	as	ADP
afs-127935	130	8	a	a	DET
afs-127935	130	9	linear	linear	ADJ
afs-127935	130	10	term	term	NOUN
afs-127935	130	11	in	in	ADP
afs-127935	130	12	the	the	DET
afs-127935	130	13	model	model	NOUN
afs-127935	130	14	decreased	decrease	VERB
afs-127935	130	15	the	the	DET
afs-127935	130	16	prediction	prediction	NOUN
afs-127935	130	17	error	error	NOUN
afs-127935	130	18	to	to	ADP
afs-127935	130	19	458	458	NUM
afs-127935	130	20	(	(	PUNCT
afs-127935	130	21	table	table	NOUN
afs-127935	130	22	2	2	NUM
afs-127935	130	23	)	)	PUNCT
afs-127935	130	24	.	.	PUNCT
afs-127935	131	1	when	when	SCONJ
afs-127935	131	2	adding	add	VERB
afs-127935	131	3	a	a	DET
afs-127935	131	4	quadratic	quadratic	ADJ
afs-127935	131	5	effect	effect	NOUN
afs-127935	131	6	of	of	ADP
afs-127935	131	7	gdd	gdd	PROPN
afs-127935	131	8	from	from	ADP
afs-127935	131	9	march	march	PROPN
afs-127935	131	10	through	through	ADP
afs-127935	131	11	august	august	PROPN
afs-127935	131	12	to	to	ADP
afs-127935	131	13	the	the	DET
afs-127935	131	14	linear	linear	ADJ
afs-127935	131	15	term	term	NOUN
afs-127935	131	16	,	,	PUNCT
afs-127935	131	17	the	the	DET
afs-127935	131	18	rmse	rmse	NOUN
afs-127935	131	19	further	far	ADV
afs-127935	131	20	decreased	decrease	VERB
afs-127935	131	21	to	to	ADP
afs-127935	131	22	456	456	NUM
afs-127935	131	23	and	and	CCONJ
afs-127935	131	24	the	the	DET
afs-127935	131	25	adjusted	adjust	VERB
afs-127935	131	26	r2	r2	NOUN
afs-127935	131	27	increased	increase	VERB
afs-127935	131	28	from	from	ADP
afs-127935	131	29	0.11	0.11	NUM
afs-127935	131	30	to	to	ADP
afs-127935	131	31	0.14	0.14	NUM
afs-127935	131	32	(	(	PUNCT
afs-127935	131	33	table	table	NOUN
afs-127935	131	34	2	2	NUM
afs-127935	131	35	)	)	PUNCT
afs-127935	131	36	.	.	PUNCT
afs-127935	132	1	this	this	PRON
afs-127935	132	2	indicates	indicate	VERB
afs-127935	132	3	a	a	DET
afs-127935	132	4	modest	modest	ADJ
afs-127935	132	5	predictive	predictive	ADJ
afs-127935	132	6	ability	ability	NOUN
afs-127935	132	7	from	from	ADP
afs-127935	132	8	gdd	gdd	PROPN
afs-127935	132	9	over	over	ADP
afs-127935	132	10	the	the	DET
afs-127935	132	11	entire	entire	ADJ
afs-127935	132	12	growing	grow	VERB
afs-127935	132	13	season	season	NOUN
afs-127935	132	14	.	.	PUNCT
afs-127935	133	1	including	include	VERB
afs-127935	133	2	instead	instead	ADV
afs-127935	133	3	gdd	gdd	PROPN
afs-127935	133	4	for	for	ADP
afs-127935	133	5	july	july	PROPN
afs-127935	133	6	only	only	ADV
afs-127935	133	7	gave	give	VERB
afs-127935	133	8	a	a	DET
afs-127935	133	9	substantial	substantial	ADJ
afs-127935	133	10	reduction	reduction	NOUN
afs-127935	133	11	in	in	ADP
afs-127935	133	12	the	the	DET
afs-127935	133	13	rmse	rmse	NOUN
afs-127935	133	14	to	to	ADP
afs-127935	133	15	413	413	NUM
afs-127935	133	16	and	and	CCONJ
afs-127935	133	17	increased	increase	VERB
afs-127935	133	18	the	the	DET
afs-127935	133	19	r2	r2	NOUN
afs-127935	133	20	to	to	ADP
afs-127935	133	21	0.31	0.31	NUM
afs-127935	133	22	(	(	PUNCT
afs-127935	133	23	table	table	NOUN
afs-127935	133	24	2	2	NUM
afs-127935	133	25	)	)	PUNCT
afs-127935	133	26	.	.	PUNCT
afs-127935	134	1	𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅	𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅𝑅	NOUN
afs-127935	134	2	=	=	SYM
afs-127935	134	3	�	�	PROPN
afs-127935	134	4	�	�	PROPN
afs-127935	134	5	𝑁𝑁𝑁𝑁	𝑁𝑁𝑁𝑁	PROPN
afs-127935	134	6	𝑖𝑖𝑖𝑖=1	𝑖𝑖𝑖𝑖=1	PUNCT
afs-127935	134	7	�	�	PROPN
afs-127935	134	8	𝑦𝑦𝑦𝑦𝑖𝑖𝑖𝑖	𝑦𝑦𝑦𝑦𝑖𝑖𝑖𝑖	ADV
afs-127935	134	9	−	−	PROPN
afs-127935	134	10	𝑦𝑦𝑦𝑦	𝑦𝑦𝑦𝑦	NOUN
afs-127935	134	11	�	�	PROPN
afs-127935	134	12	[−𝑖𝑖𝑖𝑖	[−𝑖𝑖𝑖𝑖	X
afs-127935	134	13	]	]	SYM
afs-127935	134	14	�	�	PROPN
afs-127935	134	15	2	2	NUM
afs-127935	134	16	,	,	PUNCT
afs-127935	134	17	𝑦𝑦𝑦𝑦	𝑦𝑦𝑦𝑦	NOUN
afs-127935	134	18	�	�	PROPN
afs-127935	134	19	[−𝑖𝑖𝑖𝑖	[−𝑖𝑖𝑖𝑖	X
afs-127935	134	20	]	]	X
afs-127935	134	21	k.h	k.h	PROPN
afs-127935	134	22	.	.	PROPN
afs-127935	135	1	hellton	hellton	PROPN
afs-127935	135	2	et	et	PROPN
afs-127935	135	3	al	al	PROPN
afs-127935	135	4	.	.	PROPN
afs-127935	135	5	85	85	NUM
afs-127935	135	6	similarly	similarly	ADV
afs-127935	135	7	,	,	PUNCT
afs-127935	135	8	the	the	DET
afs-127935	135	9	inclusion	inclusion	NOUN
afs-127935	135	10	of	of	ADP
afs-127935	135	11	rainy	rainy	ADJ
afs-127935	135	12	days	day	NOUN
afs-127935	135	13	over	over	ADP
afs-127935	135	14	the	the	DET
afs-127935	135	15	entire	entire	ADJ
afs-127935	135	16	growing	grow	VERB
afs-127935	135	17	season	season	NOUN
afs-127935	135	18	from	from	ADP
afs-127935	135	19	march	march	PROPN
afs-127935	135	20	through	through	ADP
afs-127935	135	21	august	august	PROPN
afs-127935	135	22	increased	increase	VERB
afs-127935	135	23	the	the	DET
afs-127935	135	24	rmse	rmse	NOUN
afs-127935	135	25	for	for	ADP
afs-127935	135	26	the	the	DET
afs-127935	135	27	linear	linear	ADJ
afs-127935	135	28	and	and	CCONJ
afs-127935	135	29	quadratic	quadratic	ADJ
afs-127935	135	30	models	model	NOUN
afs-127935	135	31	to	to	ADP
afs-127935	135	32	487	487	NUM
afs-127935	135	33	and	and	CCONJ
afs-127935	135	34	511	511	NUM
afs-127935	135	35	(	(	PUNCT
afs-127935	135	36	table	table	NOUN
afs-127935	135	37	2	2	NUM
afs-127935	135	38	)	)	PUNCT
afs-127935	135	39	,	,	PUNCT
afs-127935	135	40	respectively	respectively	ADV
afs-127935	135	41	.	.	PUNCT
afs-127935	136	1	the	the	DET
afs-127935	136	2	inclusion	inclusion	NOUN
afs-127935	136	3	of	of	ADP
afs-127935	136	4	the	the	DET
afs-127935	136	5	number	number	NOUN
afs-127935	136	6	of	of	ADP
afs-127935	136	7	rainy	rainy	ADJ
afs-127935	136	8	days	day	NOUN
afs-127935	136	9	in	in	ADP
afs-127935	136	10	july	july	PROPN
afs-127935	136	11	only	only	ADV
afs-127935	136	12	as	as	ADP
afs-127935	136	13	a	a	DET
afs-127935	136	14	quadratic	quadratic	ADJ
afs-127935	136	15	effect	effect	NOUN
afs-127935	136	16	,	,	PUNCT
afs-127935	136	17	decreased	decrease	VERB
afs-127935	136	18	the	the	DET
afs-127935	136	19	rmse	rmse	NOUN
afs-127935	136	20	to	to	ADP
afs-127935	136	21	459	459	NUM
afs-127935	136	22	and	and	CCONJ
afs-127935	136	23	increased	increase	VERB
afs-127935	136	24	the	the	DET
afs-127935	136	25	r2	r2	NOUN
afs-127935	136	26	from	from	ADP
afs-127935	136	27	0.01	0.01	NUM
afs-127935	136	28	to	to	ADP
afs-127935	136	29	0.12	0.12	NUM
afs-127935	136	30	(	(	PUNCT
afs-127935	136	31	table	table	NOUN
afs-127935	136	32	2	2	NUM
afs-127935	136	33	)	)	PUNCT
afs-127935	136	34	.	.	PUNCT
afs-127935	137	1	this	this	PRON
afs-127935	137	2	shows	show	VERB
afs-127935	137	3	that	that	SCONJ
afs-127935	137	4	both	both	PRON
afs-127935	137	5	gdd	gdd	PROPN
afs-127935	137	6	and	and	CCONJ
afs-127935	137	7	rainy	rainy	ADJ
afs-127935	137	8	days	day	NOUN
afs-127935	137	9	had	have	VERB
afs-127935	137	10	a	a	DET
afs-127935	137	11	non	non	ADJ
afs-127935	137	12	-	-	ADJ
afs-127935	137	13	linear	linear	ADJ
afs-127935	137	14	effect	effect	NOUN
afs-127935	137	15	on	on	ADP
afs-127935	137	16	timothy	timothy	PROPN
afs-127935	137	17	dm	dm	PROPN
afs-127935	137	18	yield	yield	VERB
afs-127935	137	19	and	and	CCONJ
afs-127935	137	20	that	that	SCONJ
afs-127935	137	21	the	the	DET
afs-127935	137	22	cumulative	cumulative	ADJ
afs-127935	137	23	temperature	temperature	NOUN
afs-127935	137	24	and	and	CCONJ
afs-127935	137	25	precipitation	precipitation	NOUN
afs-127935	137	26	in	in	ADP
afs-127935	137	27	july	july	PROPN
afs-127935	137	28	were	be	AUX
afs-127935	137	29	more	more	ADV
afs-127935	137	30	predictive	predictive	ADJ
afs-127935	137	31	than	than	ADP
afs-127935	137	32	the	the	DET
afs-127935	137	33	cumulative	cumulative	ADJ
afs-127935	137	34	temperature	temperature	NOUN
afs-127935	137	35	and	and	CCONJ
afs-127935	137	36	precipitation	precipitation	NOUN
afs-127935	137	37	throughout	throughout	ADP
afs-127935	137	38	the	the	DET
afs-127935	137	39	entire	entire	ADJ
afs-127935	137	40	growing	grow	VERB
afs-127935	137	41	season	season	NOUN
afs-127935	137	42	.	.	PUNCT
afs-127935	138	1	for	for	ADP
afs-127935	138	2	the	the	DET
afs-127935	138	3	forward	forward	ADJ
afs-127935	138	4	stepwise	stepwise	PROPN
afs-127935	138	5	model	model	NOUN
afs-127935	138	6	selection	selection	NOUN
afs-127935	138	7	procedure	procedure	NOUN
afs-127935	138	8	,	,	PUNCT
afs-127935	138	9	table	table	NOUN
afs-127935	138	10	3	3	NUM
afs-127935	138	11	shows	show	VERB
afs-127935	138	12	the	the	DET
afs-127935	138	13	rmse	rmse	NOUN
afs-127935	138	14	,	,	PUNCT
afs-127935	138	15	r2	r2	PROPN
afs-127935	138	16	,	,	PUNCT
afs-127935	138	17	and	and	CCONJ
afs-127935	138	18	adjusted	adjusted	ADJ
afs-127935	138	19	r2	r2	NOUN
afs-127935	138	20	for	for	ADP
afs-127935	138	21	the	the	DET
afs-127935	138	22	best	good	ADJ
afs-127935	138	23	model	model	NOUN
afs-127935	138	24	in	in	ADP
afs-127935	138	25	each	each	DET
afs-127935	138	26	step	step	NOUN
afs-127935	138	27	.	.	PUNCT
afs-127935	139	1	details	detail	NOUN
afs-127935	139	2	for	for	ADP
afs-127935	139	3	all	all	DET
afs-127935	139	4	models	model	NOUN
afs-127935	139	5	in	in	ADP
afs-127935	139	6	each	each	DET
afs-127935	139	7	step	step	NOUN
afs-127935	139	8	are	be	AUX
afs-127935	139	9	shown	show	VERB
afs-127935	139	10	in	in	ADP
afs-127935	139	11	tables	table	NOUN
afs-127935	139	12	s.1	s.1	NOUN
afs-127935	139	13	–	–	PUNCT
afs-127935	139	14	s.3	s.3	NOUN
afs-127935	139	15	in	in	ADP
afs-127935	139	16	the	the	DET
afs-127935	139	17	supplementary	supplementary	ADJ
afs-127935	139	18	material	material	NOUN
afs-127935	139	19	.	.	PUNCT
afs-127935	140	1	based	base	VERB
afs-127935	140	2	on	on	ADP
afs-127935	140	3	the	the	DET
afs-127935	140	4	results	result	NOUN
afs-127935	140	5	in	in	ADP
afs-127935	140	6	table	table	NOUN
afs-127935	140	7	2	2	NUM
afs-127935	140	8	,	,	PUNCT
afs-127935	140	9	the	the	DET
afs-127935	140	10	gdd	gdd	PROPN
afs-127935	140	11	for	for	ADP
afs-127935	140	12	july	july	PROPN
afs-127935	140	13	was	be	AUX
afs-127935	140	14	added	add	VERB
afs-127935	140	15	in	in	ADP
afs-127935	140	16	the	the	DET
afs-127935	140	17	first	first	ADJ
afs-127935	140	18	step	step	NOUN
afs-127935	140	19	.	.	PUNCT
afs-127935	141	1	after	after	ADP
afs-127935	141	2	including	include	VERB
afs-127935	141	3	gdd	gdd	PROPN
afs-127935	141	4	for	for	ADP
afs-127935	141	5	july	july	PROPN
afs-127935	141	6	in	in	ADP
afs-127935	141	7	the	the	DET
afs-127935	141	8	model	model	NOUN
afs-127935	141	9	,	,	PUNCT
afs-127935	141	10	the	the	DET
afs-127935	141	11	best	well	ADV
afs-127935	141	12	-	-	PUNCT
afs-127935	141	13	performing	perform	VERB
afs-127935	141	14	predictor	predictor	NOUN
afs-127935	141	15	in	in	ADP
afs-127935	141	16	the	the	DET
afs-127935	141	17	second	second	ADJ
afs-127935	141	18	step	step	NOUN
afs-127935	141	19	was	be	AUX
afs-127935	141	20	found	find	VERB
afs-127935	141	21	to	to	PART
afs-127935	141	22	be	be	AUX
afs-127935	141	23	the	the	DET
afs-127935	141	24	quadratic	quadratic	ADJ
afs-127935	141	25	effect	effect	NOUN
afs-127935	141	26	of	of	ADP
afs-127935	141	27	rainy	rainy	ADJ
afs-127935	141	28	days	day	NOUN
afs-127935	141	29	in	in	ADP
afs-127935	141	30	june	june	PROPN
afs-127935	141	31	(	(	PUNCT
afs-127935	141	32	see	see	VERB
afs-127935	141	33	table	table	NOUN
afs-127935	141	34	s.1	s.1	NOUN
afs-127935	141	35	for	for	ADP
afs-127935	141	36	details	detail	NOUN
afs-127935	141	37	)	)	PUNCT
afs-127935	141	38	.	.	PUNCT
afs-127935	142	1	including	include	VERB
afs-127935	142	2	both	both	CCONJ
afs-127935	142	3	gdd	gdd	PROPN
afs-127935	142	4	for	for	ADP
afs-127935	142	5	july	july	PROPN
afs-127935	142	6	and	and	CCONJ
afs-127935	142	7	rainy	rainy	ADJ
afs-127935	142	8	days	day	NOUN
afs-127935	142	9	in	in	ADP
afs-127935	142	10	june	june	PROPN
afs-127935	142	11	gave	give	VERB
afs-127935	142	12	an	an	DET
afs-127935	142	13	rmse	rmse	NOUN
afs-127935	142	14	of	of	ADP
afs-127935	142	15	415	415	NUM
afs-127935	142	16	and	and	CCONJ
afs-127935	142	17	increased	increase	VERB
afs-127935	142	18	the	the	DET
afs-127935	142	19	adjusted	adjust	VERB
afs-127935	142	20	r2	r2	NOUN
afs-127935	142	21	to	to	ADP
afs-127935	142	22	0.30	0.30	NUM
afs-127935	142	23	(	(	PUNCT
afs-127935	142	24	table	table	NOUN
afs-127935	142	25	3	3	NUM
afs-127935	142	26	)	)	PUNCT
afs-127935	142	27	.	.	PUNCT
afs-127935	143	1	this	this	PRON
afs-127935	143	2	is	be	AUX
afs-127935	143	3	better	well	ADJ
afs-127935	143	4	than	than	ADP
afs-127935	143	5	both	both	DET
afs-127935	143	6	models	model	NOUN
afs-127935	143	7	of	of	ADP
afs-127935	143	8	the	the	DET
afs-127935	143	9	individual	individual	ADJ
afs-127935	143	10	predictors	predictor	NOUN
afs-127935	143	11	,	,	PUNCT
afs-127935	143	12	indicating	indicate	VERB
afs-127935	143	13	that	that	SCONJ
afs-127935	143	14	gdd	gdd	PROPN
afs-127935	143	15	and	and	CCONJ
afs-127935	143	16	rainy	rainy	ADJ
afs-127935	143	17	days	day	NOUN
afs-127935	143	18	contributed	contribute	VERB
afs-127935	143	19	predictive	predictive	ADJ
afs-127935	143	20	skill	skill	NOUN
afs-127935	143	21	independently	independently	ADV
afs-127935	143	22	of	of	ADP
afs-127935	143	23	each	each	DET
afs-127935	143	24	other	other	ADJ
afs-127935	143	25	.	.	PUNCT
afs-127935	144	1	after	after	ADP
afs-127935	144	2	including	include	VERB
afs-127935	144	3	gdd	gdd	PROPN
afs-127935	144	4	for	for	ADP
afs-127935	144	5	july	july	PROPN
afs-127935	144	6	and	and	CCONJ
afs-127935	144	7	rainy	rainy	ADJ
afs-127935	144	8	days	day	NOUN
afs-127935	144	9	for	for	ADP
afs-127935	144	10	june	june	PROPN
afs-127935	144	11	in	in	ADP
afs-127935	144	12	the	the	DET
afs-127935	144	13	model	model	NOUN
afs-127935	144	14	,	,	PUNCT
afs-127935	144	15	the	the	DET
afs-127935	144	16	best	well	ADV
afs-127935	144	17	-	-	PUNCT
afs-127935	144	18	performing	perform	VERB
afs-127935	144	19	predictor	predictor	NOUN
afs-127935	144	20	in	in	ADP
afs-127935	144	21	the	the	DET
afs-127935	144	22	third	third	ADJ
afs-127935	144	23	step	step	NOUN
afs-127935	144	24	was	be	AUX
afs-127935	144	25	a	a	DET
afs-127935	144	26	quadratic	quadratic	ADJ
afs-127935	144	27	effect	effect	NOUN
afs-127935	144	28	of	of	ADP
afs-127935	144	29	rainy	rainy	ADJ
afs-127935	144	30	days	day	NOUN
afs-127935	144	31	in	in	ADP
afs-127935	144	32	july	july	PROPN
afs-127935	144	33	(	(	PUNCT
afs-127935	144	34	table	table	NOUN
afs-127935	144	35	s.2	s.2	NOUN
afs-127935	144	36	)	)	PUNCT
afs-127935	144	37	.	.	PUNCT
afs-127935	145	1	including	include	VERB
afs-127935	145	2	gdd	gdd	PROPN
afs-127935	145	3	for	for	ADP
afs-127935	145	4	july	july	PROPN
afs-127935	145	5	and	and	CCONJ
afs-127935	145	6	the	the	DET
afs-127935	145	7	rainy	rainy	ADJ
afs-127935	145	8	days	day	NOUN
afs-127935	145	9	in	in	ADP
afs-127935	145	10	both	both	DET
afs-127935	145	11	june	june	PROPN
afs-127935	145	12	and	and	CCONJ
afs-127935	145	13	july	july	PROPN
afs-127935	145	14	gave	give	VERB
afs-127935	145	15	an	an	DET
afs-127935	145	16	rmse	rmse	NOUN
afs-127935	145	17	of	of	ADP
afs-127935	145	18	415	415	NUM
afs-127935	145	19	and	and	CCONJ
afs-127935	145	20	further	far	ADV
afs-127935	145	21	increased	increase	VERB
afs-127935	145	22	the	the	DET
afs-127935	145	23	adjusted	adjust	VERB
afs-127935	145	24	r2	r2	NOUN
afs-127935	145	25	to	to	ADP
afs-127935	145	26	0.34	0.34	NUM
afs-127935	145	27	.	.	PUNCT
afs-127935	146	1	given	give	VERB
afs-127935	146	2	a	a	DET
afs-127935	146	3	model	model	NOUN
afs-127935	146	4	with	with	ADP
afs-127935	146	5	gdd	gdd	PROPN
afs-127935	146	6	for	for	ADP
afs-127935	146	7	july	july	PROPN
afs-127935	146	8	and	and	CCONJ
afs-127935	146	9	rainy	rainy	ADJ
afs-127935	146	10	days	day	NOUN
afs-127935	146	11	in	in	ADP
afs-127935	146	12	june	june	PROPN
afs-127935	146	13	and	and	CCONJ
afs-127935	146	14	july	july	PROPN
afs-127935	146	15	,	,	PUNCT
afs-127935	146	16	no	no	DET
afs-127935	146	17	other	other	ADJ
afs-127935	146	18	predictors	predictor	NOUN
afs-127935	146	19	gave	give	VERB
afs-127935	146	20	an	an	DET
afs-127935	146	21	improvement	improvement	NOUN
afs-127935	146	22	in	in	ADP
afs-127935	146	23	either	either	CCONJ
afs-127935	146	24	rmse	rmse	NOUN
afs-127935	146	25	or	or	CCONJ
afs-127935	146	26	the	the	DET
afs-127935	146	27	adjusted	adjusted	ADJ
afs-127935	146	28	r2	r2	NOUN
afs-127935	146	29	(	(	PUNCT
afs-127935	146	30	table	table	NOUN
afs-127935	146	31	s.3	s.3	NOUN
afs-127935	146	32	)	)	PUNCT
afs-127935	146	33	.	.	PUNCT
afs-127935	147	1	finally	finally	ADV
afs-127935	147	2	,	,	PUNCT
afs-127935	147	3	as	as	ADP
afs-127935	147	4	june	june	PROPN
afs-127935	147	5	and	and	CCONJ
afs-127935	147	6	july	july	PROPN
afs-127935	147	7	are	be	AUX
afs-127935	147	8	successive	successive	ADJ
afs-127935	147	9	months	month	NOUN
afs-127935	147	10	,	,	PUNCT
afs-127935	147	11	the	the	DET
afs-127935	147	12	number	number	NOUN
afs-127935	147	13	of	of	ADP
afs-127935	147	14	rainy	rainy	ADJ
afs-127935	147	15	days	day	NOUN
afs-127935	147	16	for	for	ADP
afs-127935	147	17	both	both	DET
afs-127935	147	18	months	month	NOUN
afs-127935	147	19	was	be	AUX
afs-127935	147	20	combined	combine	VERB
afs-127935	147	21	into	into	ADP
afs-127935	147	22	a	a	DET
afs-127935	147	23	single	single	ADJ
afs-127935	147	24	predictor	predictor	NOUN
afs-127935	147	25	,	,	PUNCT
afs-127935	147	26	representing	represent	VERB
afs-127935	147	27	the	the	DET
afs-127935	147	28	number	number	NOUN
afs-127935	147	29	of	of	ADP
afs-127935	147	30	rainy	rainy	ADJ
afs-127935	147	31	days	day	NOUN
afs-127935	147	32	for	for	ADP
afs-127935	147	33	the	the	DET
afs-127935	147	34	period	period	NOUN
afs-127935	147	35	june	june	PROPN
afs-127935	147	36	–	–	PUNCT
afs-127935	147	37	july	july	PROPN
afs-127935	147	38	.	.	PUNCT
afs-127935	148	1	by	by	ADP
afs-127935	148	2	using	use	VERB
afs-127935	148	3	the	the	DET
afs-127935	148	4	combined	combined	ADJ
afs-127935	148	5	predictor	predictor	NOUN
afs-127935	148	6	(	(	PUNCT
afs-127935	148	7	final	final	ADJ
afs-127935	148	8	line	line	NOUN
afs-127935	148	9	,	,	PUNCT
afs-127935	148	10	table	table	NOUN
afs-127935	148	11	3	3	NUM
afs-127935	148	12	)	)	PUNCT
afs-127935	148	13	,	,	PUNCT
afs-127935	148	14	the	the	DET
afs-127935	148	15	rmse	rmse	NOUN
afs-127935	148	16	was	be	AUX
afs-127935	148	17	lowered	lower	VERB
afs-127935	148	18	to	to	ADP
afs-127935	148	19	406	406	NUM
afs-127935	148	20	and	and	CCONJ
afs-127935	148	21	the	the	DET
afs-127935	148	22	adjusted	adjust	VERB
afs-127935	148	23	r2	r2	NOUN
afs-127935	148	24	increased	increase	VERB
afs-127935	148	25	slightly	slightly	ADV
afs-127935	148	26	to	to	ADP
afs-127935	148	27	0.35	0.35	NUM
afs-127935	148	28	.	.	PUNCT
afs-127935	149	1	table	table	NOUN
afs-127935	149	2	2	2	NUM
afs-127935	149	3	.	.	X
afs-127935	150	1	root	root	NOUN
afs-127935	150	2	mean	mean	VERB
afs-127935	150	3	squared	square	VERB
afs-127935	150	4	error	error	NOUN
afs-127935	150	5	(	(	PUNCT
afs-127935	150	6	rmse	rmse	NOUN
afs-127935	150	7	)	)	PUNCT
afs-127935	150	8	,	,	PUNCT
afs-127935	150	9	r2	r2	PROPN
afs-127935	150	10	and	and	CCONJ
afs-127935	150	11	adjusted	adjust	VERB
afs-127935	150	12	r2	r2	NOUN
afs-127935	150	13	for	for	ADP
afs-127935	150	14	the	the	DET
afs-127935	150	15	linear	linear	ADJ
afs-127935	150	16	and	and	CCONJ
afs-127935	150	17	quadratic	quadratic	ADJ
afs-127935	150	18	models	model	NOUN
afs-127935	150	19	of	of	ADP
afs-127935	150	20	all	all	DET
afs-127935	150	21	individual	individual	ADJ
afs-127935	150	22	predictors	predictor	NOUN
afs-127935	150	23	.	.	PUNCT
afs-127935	151	1	the	the	DET
afs-127935	151	2	differences	difference	NOUN
afs-127935	151	3	in	in	ADP
afs-127935	151	4	rmse	rmse	NOUN
afs-127935	151	5	quantify	quantify	VERB
afs-127935	151	6	the	the	DET
afs-127935	151	7	predictive	predictive	ADJ
afs-127935	151	8	contribution	contribution	NOUN
afs-127935	151	9	of	of	ADP
afs-127935	151	10	each	each	DET
afs-127935	151	11	predictor	predictor	NOUN
afs-127935	151	12	,	,	PUNCT
afs-127935	151	13	and	and	CCONJ
afs-127935	151	14	the	the	DET
afs-127935	151	15	predictor	predictor	NOUN
afs-127935	151	16	with	with	ADP
afs-127935	151	17	the	the	DET
afs-127935	151	18	lowest	low	ADJ
afs-127935	151	19	prediction	prediction	NOUN
afs-127935	151	20	error	error	NOUN
afs-127935	151	21	is	be	AUX
afs-127935	151	22	marked	mark	VERB
afs-127935	151	23	in	in	ADP
afs-127935	151	24	bold	bold	ADJ
afs-127935	151	25	.	.	PUNCT
afs-127935	152	1	linear	linear	ADJ
afs-127935	152	2	quadratic	quadratic	ADJ
afs-127935	152	3	predictors	predictor	NOUN
afs-127935	152	4	rmse	rmse	VERB
afs-127935	152	5	(	(	PUNCT
afs-127935	152	6	kg	kg	NOUN
afs-127935	152	7	ha-1	ha-1	NUM
afs-127935	152	8	)	)	PUNCT
afs-127935	152	9	r2	r2	PROPN
afs-127935	152	10	adj	adj	PROPN
afs-127935	152	11	.	.	PROPN
afs-127935	152	12	r2	r2	PROPN
afs-127935	152	13	rmse	rmse	PROPN
afs-127935	152	14	(	(	PUNCT
afs-127935	152	15	kg	kg	NOUN
afs-127935	152	16	ha-1	ha-1	NUM
afs-127935	152	17	)	)	PUNCT
afs-127935	153	1	r2	r2	PROPN
afs-127935	153	2	adj	adj	PROPN
afs-127935	153	3	.	.	PROPN
afs-127935	153	4	r2	r2	PROPN
afs-127935	153	5	gdd	gdd	PROPN
afs-127935	153	6	march	march	PROPN
afs-127935	153	7	480	480	NUM
afs-127935	153	8	0.02	0.02	NUM
afs-127935	153	9	-0.01	-0.01	NUM
afs-127935	153	10	495	495	NUM
afs-127935	153	11	0.03	0.03	NUM
afs-127935	153	12	-0.04	-0.04	NUM
afs-127935	153	13	gdd	gdd	PROPN
afs-127935	153	14	april	april	PROPN
afs-127935	153	15	459	459	NUM
afs-127935	153	16	0.12	0.12	NUM
afs-127935	153	17	0.09	0.09	NUM
afs-127935	153	18	475	475	NUM
afs-127935	153	19	0.12	0.12	NUM
afs-127935	153	20	0.06	0.06	NUM
afs-127935	153	21	gdd	gdd	PROPN
afs-127935	153	22	may	may	AUX
afs-127935	153	23	473	473	NUM
afs-127935	153	24	0.07	0.07	NUM
afs-127935	153	25	0.04	0.04	NUM
afs-127935	153	26	472	472	NUM
afs-127935	153	27	0.13	0.13	NUM
afs-127935	153	28	0.07	0.07	NUM
afs-127935	154	1	gdd	gdd	PROPN
afs-127935	154	2	june	june	PROPN
afs-127935	154	3	466	466	NUM
afs-127935	154	4	0.1	0.1	NUM
afs-127935	154	5	0.07	0.07	NUM
afs-127935	154	6	476	476	NUM
afs-127935	154	7	0.12	0.12	NUM
afs-127935	154	8	0.06	0.06	NUM
afs-127935	154	9	gdd	gdd	PROPN
afs-127935	154	10	july	july	PROPN
afs-127935	154	11	469	469	NUM
afs-127935	154	12	0.08	0.08	NUM
afs-127935	154	13	0.05	0.05	NUM
afs-127935	154	14	413	413	NUM
afs-127935	154	15	0.31	0.31	NUM
afs-127935	154	16	0.26	0.26	NUM
afs-127935	154	17	gdd	gdd	PROPN
afs-127935	154	18	august	august	PROPN
afs-127935	154	19	452	452	NUM
afs-127935	154	20	0.15	0.15	NUM
afs-127935	154	21	0.13	0.13	NUM
afs-127935	154	22	472	472	NUM
afs-127935	154	23	0.16	0.16	NUM
afs-127935	154	24	0.11	0.11	NUM
afs-127935	154	25	gdd	gdd	PROPN
afs-127935	154	26	march	march	PROPN
afs-127935	154	27	-	-	PUNCT
afs-127935	154	28	august	august	PROPN
afs-127935	154	29	458	458	NUM
afs-127935	154	30	0.14	0.14	NUM
afs-127935	154	31	0.11	0.11	NUM
afs-127935	154	32	456	456	NUM
afs-127935	154	33	0.2	0.2	NUM
afs-127935	154	34	0.14	0.14	NUM
afs-127935	154	35	rainy	rainy	ADJ
afs-127935	154	36	days	day	NOUN
afs-127935	154	37	march	march	PROPN
afs-127935	154	38	481	481	NUM
afs-127935	154	39	0.03	0.03	NUM
afs-127935	154	40	0	0	NUM
afs-127935	154	41	496	496	NUM
afs-127935	154	42	0.04	0.04	NUM
afs-127935	154	43	-0.02	-0.02	NUM
afs-127935	154	44	rainy	rainy	ADJ
afs-127935	154	45	days	day	NOUN
afs-127935	154	46	april	april	PROPN
afs-127935	154	47	482	482	NUM
afs-127935	154	48	0.03	0.03	NUM
afs-127935	154	49	0	0	NUM
afs-127935	154	50	504	504	NUM
afs-127935	154	51	0.03	0.03	NUM
afs-127935	154	52	-0.03	-0.03	NUM
afs-127935	154	53	rainy	rainy	ADJ
afs-127935	154	54	days	day	NOUN
afs-127935	154	55	may	may	AUX
afs-127935	154	56	471	471	NUM
afs-127935	154	57	0.08	0.08	NUM
afs-127935	154	58	0.05	0.05	NUM
afs-127935	154	59	488	488	NUM
afs-127935	154	60	0.08	0.08	NUM
afs-127935	154	61	0.02	0.02	NUM
afs-127935	154	62	rainy	rainy	ADJ
afs-127935	154	63	days	day	NOUN
afs-127935	154	64	june	june	PROPN
afs-127935	154	65	478	478	NUM
afs-127935	154	66	0.05	0.05	NUM
afs-127935	154	67	0.02	0.02	NUM
afs-127935	154	68	476	476	NUM
afs-127935	154	69	0.11	0.11	NUM
afs-127935	154	70	0.05	0.05	NUM
afs-127935	154	71	rainy	rainy	ADJ
afs-127935	154	72	days	day	NOUN
afs-127935	154	73	july	july	PROPN
afs-127935	154	74	483	483	NUM
afs-127935	154	75	0.04	0.04	NUM
afs-127935	154	76	0	0	NUM
afs-127935	154	77	459	459	NUM
afs-127935	154	78	0.17	0.17	NUM
afs-127935	154	79	0.12	0.12	NUM
afs-127935	154	80	rainy	rainy	ADJ
afs-127935	154	81	days	day	NOUN
afs-127935	154	82	august	august	PROPN
afs-127935	154	83	480	480	NUM
afs-127935	154	84	0.04	0.04	NUM
afs-127935	154	85	0.01	0.01	NUM
afs-127935	154	86	478	478	NUM
afs-127935	154	87	0.1	0.1	NUM
afs-127935	154	88	0.04	0.04	NUM
afs-127935	154	89	rainy	rainy	ADJ
afs-127935	154	90	days	day	NOUN
afs-127935	154	91	march	march	PROPN
afs-127935	154	92	-	-	PUNCT
afs-127935	154	93	august	august	PROPN
afs-127935	154	94	487	487	NUM
afs-127935	154	95	0.01	0.01	NUM
afs-127935	154	96	-0.02	-0.02	NUM
afs-127935	154	97	511	511	NUM
afs-127935	154	98	0.02	0.02	NUM
afs-127935	154	99	-0.04	-0.04	NUM
afs-127935	154	100	table	table	NOUN
afs-127935	154	101	3	3	NUM
afs-127935	154	102	.	.	X
afs-127935	154	103	overview	overview	NOUN
afs-127935	154	104	of	of	ADP
afs-127935	154	105	the	the	DET
afs-127935	154	106	root	root	NOUN
afs-127935	154	107	mean	mean	VERB
afs-127935	154	108	squared	square	VERB
afs-127935	154	109	error	error	NOUN
afs-127935	154	110	(	(	PUNCT
afs-127935	154	111	rmse	rmse	NOUN
afs-127935	154	112	)	)	PUNCT
afs-127935	154	113	,	,	PUNCT
afs-127935	154	114	r2	r2	PROPN
afs-127935	154	115	and	and	CCONJ
afs-127935	154	116	adjusted	adjust	VERB
afs-127935	154	117	r2	r2	NOUN
afs-127935	154	118	for	for	ADP
afs-127935	154	119	the	the	DET
afs-127935	154	120	best	good	ADJ
afs-127935	154	121	model	model	NOUN
afs-127935	154	122	in	in	ADP
afs-127935	154	123	each	each	DET
afs-127935	154	124	step	step	NOUN
afs-127935	154	125	of	of	ADP
afs-127935	154	126	the	the	DET
afs-127935	154	127	forward	forward	ADJ
afs-127935	154	128	stepwise	stepwise	PROPN
afs-127935	154	129	model	model	NOUN
afs-127935	154	130	selection	selection	NOUN
afs-127935	154	131	procedure	procedure	NOUN
afs-127935	154	132	(	(	PUNCT
afs-127935	154	133	see	see	VERB
afs-127935	154	134	tables	table	NOUN
afs-127935	154	135	s.1	s.1	NOUN
afs-127935	154	136	–	–	PUNCT
afs-127935	154	137	s.3	s.3	NOUN
afs-127935	154	138	in	in	ADP
afs-127935	154	139	the	the	DET
afs-127935	154	140	supplementary	supplementary	ADJ
afs-127935	154	141	material	material	NOUN
afs-127935	154	142	for	for	ADP
afs-127935	154	143	details	detail	NOUN
afs-127935	154	144	)	)	PUNCT
afs-127935	154	145	,	,	PUNCT
afs-127935	154	146	including	include	VERB
afs-127935	154	147	the	the	DET
afs-127935	154	148	model	model	NOUN
afs-127935	154	149	where	where	SCONJ
afs-127935	154	150	the	the	DET
afs-127935	154	151	number	number	NOUN
afs-127935	154	152	of	of	ADP
afs-127935	154	153	rainy	rainy	ADJ
afs-127935	154	154	days	day	NOUN
afs-127935	154	155	of	of	ADP
afs-127935	154	156	june	june	PROPN
afs-127935	154	157	and	and	CCONJ
afs-127935	154	158	july	july	PROPN
afs-127935	154	159	is	be	AUX
afs-127935	154	160	combined	combine	VERB
afs-127935	154	161	into	into	ADP
afs-127935	154	162	a	a	DET
afs-127935	154	163	single	single	ADJ
afs-127935	154	164	predictor	predictor	NOUN
afs-127935	154	165	.	.	PUNCT
afs-127935	155	1	the	the	DET
afs-127935	155	2	improvement	improvement	NOUN
afs-127935	155	3	in	in	ADP
afs-127935	155	4	rmse	rmse	NOUN
afs-127935	155	5	is	be	AUX
afs-127935	155	6	calculated	calculate	VERB
afs-127935	155	7	relative	relative	ADJ
afs-127935	155	8	to	to	ADP
afs-127935	155	9	the	the	DET
afs-127935	155	10	baseline	baseline	PROPN
afs-127935	155	11	model	model	NOUN
afs-127935	155	12	.	.	PUNCT
afs-127935	156	1	the	the	DET
afs-127935	156	2	likelihood	likelihood	NOUN
afs-127935	156	3	ratio	ratio	NOUN
afs-127935	156	4	test	test	NOUN
afs-127935	156	5	is	be	AUX
afs-127935	156	6	only	only	ADV
afs-127935	156	7	calculated	calculate	VERB
afs-127935	156	8	for	for	ADP
afs-127935	156	9	nested	nested	ADJ
afs-127935	156	10	models	model	NOUN
afs-127935	156	11	and	and	CCONJ
afs-127935	156	12	compares	compare	VERB
afs-127935	156	13	each	each	DET
afs-127935	156	14	model	model	NOUN
afs-127935	156	15	to	to	ADP
afs-127935	156	16	the	the	DET
afs-127935	156	17	one	one	NOUN
afs-127935	156	18	from	from	ADP
afs-127935	156	19	the	the	DET
afs-127935	156	20	previous	previous	ADJ
afs-127935	156	21	step	step	NOUN
afs-127935	156	22	.	.	PUNCT
afs-127935	157	1	step	step	NOUN
afs-127935	157	2	model	model	NOUN
afs-127935	157	3	predictors	predictor	NOUN
afs-127935	157	4	rmse	rmse	PROPN
afs-127935	157	5	(	(	PUNCT
afs-127935	157	6	kg	kg	NOUN
afs-127935	157	7	ha-1	ha-1	NUM
afs-127935	157	8	)	)	PUNCT
afs-127935	157	9	r2	r2	PROPN
afs-127935	157	10	adj.r2	adj.r2	VERB
afs-127935	157	11	impro	impro	X
afs-127935	157	12	.	.	PUNCT
afs-127935	158	1	p	p	X
afs-127935	158	2	-	-	PUNCT
afs-127935	158	3	value	value	NOUN
afs-127935	158	4	0	0	NUM
afs-127935	158	5	baseline	baseline	NOUN
afs-127935	158	6	474	474	NUM
afs-127935	158	7	0	0	NUM
afs-127935	158	8	0	0	NUM
afs-127935	158	9	1	1	NUM
afs-127935	158	10	gdd	gdd	PROPN
afs-127935	158	11	july	july	PROPN
afs-127935	158	12	413	413	NUM
afs-127935	158	13	0.31	0.31	NUM
afs-127935	158	14	0.26	0.26	NUM
afs-127935	158	15	13	13	NUM
afs-127935	158	16	%	%	NOUN
afs-127935	158	17	<	<	NOUN
afs-127935	158	18	0.001	0.001	NUM
afs-127935	158	19	2	2	NUM
afs-127935	158	20	gdd	gdd	PROPN
afs-127935	158	21	july	july	PROPN
afs-127935	158	22	,	,	PUNCT
afs-127935	158	23	rainy	rainy	ADJ
afs-127935	158	24	days	day	NOUN
afs-127935	158	25	june	june	PROPN
afs-127935	158	26	415	415	NUM
afs-127935	158	27	0.39	0.39	NUM
afs-127935	158	28	0.30	0.30	NUM
afs-127935	158	29	12	12	NUM
afs-127935	158	30	%	%	NOUN
afs-127935	158	31	0.076	0.076	NUM
afs-127935	158	32	3	3	NUM
afs-127935	158	33	gdd	gdd	PROPN
afs-127935	158	34	july	july	PROPN
afs-127935	158	35	,	,	PUNCT
afs-127935	158	36	rainy	rainy	ADJ
afs-127935	158	37	days	day	NOUN
afs-127935	158	38	june	june	PROPN
afs-127935	158	39	,	,	PUNCT
afs-127935	158	40	rainy	rainy	ADJ
afs-127935	158	41	days	day	NOUN
afs-127935	158	42	july	july	PROPN
afs-127935	158	43	415	415	NUM
afs-127935	158	44	0.47	0.47	NUM
afs-127935	158	45	0.34	0.34	NUM
afs-127935	158	46	12	12	NUM
afs-127935	158	47	%	%	NOUN
afs-127935	158	48	0.036	0.036	NUM
afs-127935	158	49	gdd	gdd	PROPN
afs-127935	158	50	july	july	PROPN
afs-127935	158	51	,	,	PUNCT
afs-127935	158	52	rainy	rainy	ADJ
afs-127935	158	53	days	day	NOUN
afs-127935	158	54	june	june	PROPN
afs-127935	158	55	–	–	PUNCT
afs-127935	158	56	july	july	PROPN
afs-127935	158	57	406	406	NUM
afs-127935	158	58	0.43	0.43	NUM
afs-127935	158	59	0.35	0.35	NUM
afs-127935	158	60	14	14	NUM
afs-127935	158	61	%	%	NOUN
afs-127935	158	62	agricultural	agricultural	ADJ
afs-127935	158	63	and	and	CCONJ
afs-127935	158	64	food	food	NOUN
afs-127935	158	65	science	science	NOUN
afs-127935	158	66	(	(	PUNCT
afs-127935	158	67	2023	2023	NUM
afs-127935	158	68	)	)	PUNCT
afs-127935	158	69	32	32	NUM
afs-127935	158	70	:	:	PUNCT
afs-127935	158	71	80–93	80–93	NUM
afs-127935	158	72	86	86	NUM
afs-127935	158	73	according	accord	VERB
afs-127935	158	74	to	to	ADP
afs-127935	158	75	the	the	DET
afs-127935	158	76	likelihood	likelihood	NOUN
afs-127935	158	77	ratio	ratio	NOUN
afs-127935	158	78	test	test	NOUN
afs-127935	158	79	,	,	PUNCT
afs-127935	158	80	the	the	DET
afs-127935	158	81	improvements	improvement	NOUN
afs-127935	158	82	in	in	ADP
afs-127935	158	83	the	the	DET
afs-127935	158	84	model	model	NOUN
afs-127935	158	85	fit	fit	NOUN
afs-127935	158	86	of	of	ADP
afs-127935	158	87	all	all	DET
afs-127935	158	88	consecutive	consecutive	ADJ
afs-127935	158	89	models	model	NOUN
afs-127935	158	90	were	be	AUX
afs-127935	158	91	significant	significant	ADJ
afs-127935	158	92	under	under	ADP
afs-127935	158	93	a	a	DET
afs-127935	158	94	significance	significance	NOUN
afs-127935	158	95	level	level	NOUN
afs-127935	158	96	of	of	ADP
afs-127935	158	97	0.1	0.1	NUM
afs-127935	158	98	(	(	PUNCT
afs-127935	158	99	table	table	NOUN
afs-127935	158	100	3	3	NUM
afs-127935	158	101	)	)	PUNCT
afs-127935	158	102	.	.	PUNCT
afs-127935	159	1	for	for	ADP
afs-127935	159	2	all	all	DET
afs-127935	159	3	the	the	DET
afs-127935	159	4	best	well	ADV
afs-127935	159	5	-	-	PUNCT
afs-127935	159	6	performing	perform	VERB
afs-127935	159	7	predictors	predictor	NOUN
afs-127935	159	8	,	,	PUNCT
afs-127935	159	9	it	it	PRON
afs-127935	159	10	was	be	AUX
afs-127935	159	11	beneficial	beneficial	ADJ
afs-127935	159	12	to	to	PART
afs-127935	159	13	include	include	VERB
afs-127935	159	14	the	the	DET
afs-127935	159	15	effect	effect	NOUN
afs-127935	159	16	as	as	ADP
afs-127935	159	17	a	a	DET
afs-127935	159	18	quadratic	quadratic	ADJ
afs-127935	159	19	term	term	NOUN
afs-127935	159	20	.	.	PUNCT
afs-127935	160	1	the	the	DET
afs-127935	160	2	final	final	ADJ
afs-127935	160	3	model	model	NOUN
afs-127935	160	4	improved	improve	VERB
afs-127935	160	5	the	the	DET
afs-127935	160	6	out	out	ADV
afs-127935	160	7	-	-	PUNCT
afs-127935	160	8	of	of	ADP
afs-127935	160	9	-	-	PUNCT
afs-127935	160	10	sample	sample	NOUN
afs-127935	160	11	prediction	prediction	NOUN
afs-127935	160	12	error	error	NOUN
afs-127935	160	13	by	by	ADP
afs-127935	160	14	14	14	NUM
afs-127935	160	15	%	%	NOUN
afs-127935	160	16	compared	compare	VERB
afs-127935	160	17	to	to	ADP
afs-127935	160	18	the	the	DET
afs-127935	160	19	baseline	baseline	NOUN
afs-127935	160	20	model	model	NOUN
afs-127935	160	21	with	with	ADP
afs-127935	160	22	no	no	DET
afs-127935	160	23	agro	agro	ADJ
afs-127935	160	24	-	-	PUNCT
afs-127935	160	25	climatic	climatic	ADJ
afs-127935	160	26	variables	variable	NOUN
afs-127935	160	27	(	(	PUNCT
afs-127935	160	28	table	table	NOUN
afs-127935	160	29	3	3	NUM
afs-127935	160	30	)	)	PUNCT
afs-127935	160	31	.	.	PUNCT
afs-127935	161	1	to	to	PART
afs-127935	161	2	summarize	summarize	VERB
afs-127935	161	3	,	,	PUNCT
afs-127935	161	4	the	the	DET
afs-127935	161	5	optimal	optimal	ADJ
afs-127935	161	6	predictive	predictive	ADJ
afs-127935	161	7	model	model	NOUN
afs-127935	161	8	for	for	ADP
afs-127935	161	9	total	total	ADJ
afs-127935	161	10	dmy	dmy	PROPN
afs-127935	161	11	was	be	AUX
afs-127935	161	12	given	give	VERB
afs-127935	161	13	by	by	ADP
afs-127935	161	14	the	the	DET
afs-127935	161	15	quadratic	quadratic	ADJ
afs-127935	161	16	functions	function	NOUN
afs-127935	161	17	of	of	ADP
afs-127935	161	18	the	the	DET
afs-127935	161	19	gdd	gdd	PROPN
afs-127935	161	20	for	for	ADP
afs-127935	161	21	july	july	PROPN
afs-127935	161	22	and	and	CCONJ
afs-127935	161	23	the	the	DET
afs-127935	161	24	number	number	NOUN
afs-127935	161	25	of	of	ADP
afs-127935	161	26	rainy	rainy	ADJ
afs-127935	161	27	days	day	NOUN
afs-127935	161	28	in	in	ADP
afs-127935	161	29	june	june	PROPN
afs-127935	161	30	and	and	CCONJ
afs-127935	161	31	july	july	PROPN
afs-127935	161	32	,	,	PUNCT
afs-127935	161	33	for	for	ADP
afs-127935	161	34	each	each	PRON
afs-127935	161	35	of	of	ADP
afs-127935	161	36	the	the	DET
afs-127935	161	37	three	three	NUM
afs-127935	161	38	ley	ley	ADJ
afs-127935	161	39	years	year	NOUN
afs-127935	161	40	(	(	PUNCT
afs-127935	161	41	table	table	NOUN
afs-127935	161	42	4	4	NUM
afs-127935	161	43	)	)	PUNCT
afs-127935	161	44	.	.	PUNCT
afs-127935	162	1	a	a	DET
afs-127935	162	2	scatter	scatter	NOUN
afs-127935	162	3	plot	plot	NOUN
afs-127935	162	4	of	of	ADP
afs-127935	162	5	the	the	DET
afs-127935	162	6	observed	observed	ADJ
afs-127935	162	7	and	and	CCONJ
afs-127935	162	8	the	the	DET
afs-127935	162	9	out	out	ADV
afs-127935	162	10	-	-	PUNCT
afs-127935	162	11	of	of	ADP
afs-127935	162	12	-	-	PUNCT
afs-127935	162	13	sample	sample	NOUN
afs-127935	162	14	predicted	predict	VERB
afs-127935	162	15	dmy	dmy	PROPN
afs-127935	162	16	from	from	ADP
afs-127935	162	17	the	the	DET
afs-127935	162	18	final	final	ADJ
afs-127935	162	19	model	model	NOUN
afs-127935	162	20	(	(	PUNCT
afs-127935	162	21	using	use	VERB
afs-127935	162	22	leave	leave	VERB
afs-127935	162	23	-	-	PUNCT
afs-127935	162	24	one	one	NUM
afs-127935	162	25	-	-	PUNCT
afs-127935	162	26	out	out	ADP
afs-127935	162	27	crossvalidation	crossvalidation	NOUN
afs-127935	162	28	)	)	PUNCT
afs-127935	162	29	is	be	AUX
afs-127935	162	30	presented	present	VERB
afs-127935	162	31	in	in	ADP
afs-127935	162	32	figure	figure	NOUN
afs-127935	162	33	2	2	NUM
afs-127935	162	34	.	.	PUNCT
afs-127935	163	1	the	the	DET
afs-127935	163	2	correlation	correlation	NOUN
afs-127935	163	3	between	between	ADP
afs-127935	163	4	the	the	DET
afs-127935	163	5	observed	observe	VERB
afs-127935	163	6	and	and	CCONJ
afs-127935	163	7	predicted	predict	VERB
afs-127935	163	8	dmy	dmy	PROPN
afs-127935	163	9	is	be	AUX
afs-127935	163	10	0.512	0.512	NUM
afs-127935	163	11	.	.	PUNCT
afs-127935	164	1	figure	figure	NOUN
afs-127935	164	2	3	3	NUM
afs-127935	164	3	visualizes	visualize	VERB
afs-127935	164	4	the	the	DET
afs-127935	164	5	estimated	estimate	VERB
afs-127935	164	6	quadratic	quadratic	ADJ
afs-127935	164	7	effects	effect	NOUN
afs-127935	164	8	of	of	ADP
afs-127935	164	9	gdd	gdd	PROPN
afs-127935	164	10	and	and	CCONJ
afs-127935	164	11	rainy	rainy	ADJ
afs-127935	164	12	days	day	NOUN
afs-127935	164	13	for	for	ADP
afs-127935	164	14	each	each	DET
afs-127935	164	15	ley	ley	ADJ
afs-127935	164	16	year	year	NOUN
afs-127935	164	17	with	with	ADP
afs-127935	164	18	95	95	NUM
afs-127935	164	19	%	%	NOUN
afs-127935	164	20	confidence	confidence	NOUN
afs-127935	164	21	bands	band	NOUN
afs-127935	164	22	,	,	PUNCT
afs-127935	164	23	over	over	ADP
afs-127935	164	24	the	the	DET
afs-127935	164	25	observed	observe	VERB
afs-127935	164	26	total	total	ADJ
afs-127935	164	27	dmy	dmy	PROPN
afs-127935	164	28	.	.	PUNCT
afs-127935	165	1	the	the	DET
afs-127935	165	2	effects	effect	NOUN
afs-127935	165	3	of	of	ADP
afs-127935	165	4	each	each	DET
afs-127935	165	5	predictor	predictor	NOUN
afs-127935	165	6	are	be	AUX
afs-127935	165	7	given	give	VERB
afs-127935	165	8	with	with	ADP
afs-127935	165	9	all	all	DET
afs-127935	165	10	other	other	ADJ
afs-127935	165	11	predictors	predictor	NOUN
afs-127935	165	12	fixed	fix	VERB
afs-127935	165	13	at	at	ADP
afs-127935	165	14	their	their	PRON
afs-127935	165	15	mean	mean	ADJ
afs-127935	165	16	value	value	NOUN
afs-127935	165	17	.	.	PUNCT
afs-127935	166	1	table	table	NOUN
afs-127935	166	2	4	4	NUM
afs-127935	166	3	.	.	PUNCT
afs-127935	167	1	regression	regression	NOUN
afs-127935	167	2	estimates	estimate	NOUN
afs-127935	167	3	and	and	CCONJ
afs-127935	167	4	p	p	NOUN
afs-127935	167	5	-	-	PUNCT
afs-127935	167	6	values	value	NOUN
afs-127935	167	7	for	for	ADP
afs-127935	167	8	centered	center	VERB
afs-127935	167	9	predictors	predictor	NOUN
afs-127935	167	10	in	in	ADP
afs-127935	167	11	the	the	DET
afs-127935	167	12	final	final	ADJ
afs-127935	167	13	model	model	NOUN
afs-127935	167	14	,	,	PUNCT
afs-127935	167	15	predicting	predict	VERB
afs-127935	167	16	the	the	DET
afs-127935	167	17	total	total	ADJ
afs-127935	167	18	dm	dm	NOUN
afs-127935	167	19	yield	yield	NOUN
afs-127935	167	20	(	(	PUNCT
afs-127935	167	21	kg	kg	NOUN
afs-127935	167	22	ha-1	ha-1	NUM
afs-127935	167	23	)	)	PUNCT
afs-127935	167	24	per	per	ADP
afs-127935	167	25	three	three	NUM
afs-127935	167	26	-	-	PUNCT
afs-127935	167	27	year	year	NOUN
afs-127935	167	28	trial	trial	NOUN
afs-127935	167	29	period	period	NOUN
afs-127935	167	30	predictor	predictor	NOUN
afs-127935	167	31	estimate	estimate	VERB
afs-127935	167	32	p	p	ADJ
afs-127935	167	33	-	-	PUNCT
afs-127935	167	34	value	value	NOUN
afs-127935	167	35	constant	constant	ADJ
afs-127935	167	36	33361	33361	NUM
afs-127935	167	37	<	<	X
afs-127935	167	38	0.001	0.001	NUM
afs-127935	167	39	gdd	gdd	PROPN
afs-127935	167	40	(	(	PUNCT
afs-127935	167	41	jul	jul	PROPN
afs-127935	167	42	)	)	PUNCT
afs-127935	167	43	year	year	NOUN
afs-127935	167	44	1	1	NUM
afs-127935	167	45	linear	linear	NOUN
afs-127935	167	46	term	term	NOUN
afs-127935	167	47	1.18	1.18	NUM
afs-127935	167	48	0.901	0.901	NUM
afs-127935	167	49	gdd	gdd	PROPN
afs-127935	167	50	(	(	PUNCT
afs-127935	167	51	jul	jul	PROPN
afs-127935	167	52	)	)	PUNCT
afs-127935	167	53	year	year	NOUN
afs-127935	167	54	1	1	NUM
afs-127935	167	55	quadratic	quadratic	ADJ
afs-127935	167	56	term	term	NOUN
afs-127935	167	57	–	–	PUNCT
afs-127935	167	58	0.25	0.25	NUM
afs-127935	167	59	0.014	0.014	NUM
afs-127935	167	60	gdd	gdd	PROPN
afs-127935	167	61	(	(	PUNCT
afs-127935	167	62	jul	jul	PROPN
afs-127935	167	63	)	)	PUNCT
afs-127935	167	64	year	year	NOUN
afs-127935	167	65	2	2	NUM
afs-127935	167	66	linear	linear	NOUN
afs-127935	167	67	term	term	NOUN
afs-127935	167	68	17.56	17.56	NUM
afs-127935	167	69	0.063	0.063	NUM
afs-127935	167	70	gdd	gdd	PROPN
afs-127935	167	71	(	(	PUNCT
afs-127935	167	72	jul	jul	PROPN
afs-127935	167	73	)	)	PUNCT
afs-127935	167	74	year	year	NOUN
afs-127935	167	75	2	2	NUM
afs-127935	167	76	quadratic	quadratic	ADJ
afs-127935	167	77	term	term	NOUN
afs-127935	167	78	–	–	PUNCT
afs-127935	167	79	0.27	0.27	NUM
afs-127935	167	80	0.006	0.006	NUM
afs-127935	167	81	gdd	gdd	PROPN
afs-127935	167	82	(	(	PUNCT
afs-127935	167	83	jul	jul	PROPN
afs-127935	167	84	)	)	PUNCT
afs-127935	167	85	year	year	NOUN
afs-127935	167	86	3	3	NUM
afs-127935	167	87	linear	linear	NOUN
afs-127935	167	88	term	term	NOUN
afs-127935	167	89	7.72	7.72	NUM
afs-127935	167	90	0.400	0.400	NUM
afs-127935	167	91	gdd	gdd	PROPN
afs-127935	167	92	(	(	PUNCT
afs-127935	167	93	jul	jul	PROPN
afs-127935	167	94	)	)	PUNCT
afs-127935	167	95	year	year	NOUN
afs-127935	167	96	3	3	NUM
afs-127935	167	97	quadratic	quadratic	ADJ
afs-127935	167	98	term	term	NOUN
afs-127935	167	99	–	–	PUNCT
afs-127935	167	100	0.26	0.26	NUM
afs-127935	167	101	0.009	0.009	NUM
afs-127935	167	102	rainy	rainy	ADJ
afs-127935	167	103	days	day	NOUN
afs-127935	167	104	(	(	PUNCT
afs-127935	167	105	jun	jun	PROPN
afs-127935	167	106	–	–	PUNCT
afs-127935	167	107	jul	jul	PROPN
afs-127935	167	108	)	)	PUNCT
afs-127935	167	109	year	year	NOUN
afs-127935	167	110	1	1	NUM
afs-127935	167	111	linear	linear	ADJ
afs-127935	167	112	term	term	NOUN
afs-127935	167	113	–	–	PUNCT
afs-127935	167	114	156.64	156.64	NUM
afs-127935	167	115	0.032	0.032	NUM
afs-127935	167	116	rainy	rainy	ADJ
afs-127935	167	117	days	day	NOUN
afs-127935	167	118	(	(	PUNCT
afs-127935	167	119	jun	jun	PROPN
afs-127935	167	120	–	–	PUNCT
afs-127935	167	121	jul	jul	PROPN
afs-127935	167	122	)	)	PUNCT
afs-127935	167	123	year	year	NOUN
afs-127935	167	124	1	1	NUM
afs-127935	167	125	quadratic	quadratic	ADJ
afs-127935	167	126	term	term	NOUN
afs-127935	167	127	–	–	PUNCT
afs-127935	167	128	18.76	18.76	NUM
afs-127935	167	129	0.013	0.013	NUM
afs-127935	167	130	rainy	rainy	ADJ
afs-127935	167	131	days	day	NOUN
afs-127935	167	132	(	(	PUNCT
afs-127935	167	133	jun	jun	PROPN
afs-127935	167	134	–	–	PUNCT
afs-127935	167	135	jul	jul	PROPN
afs-127935	167	136	)	)	PUNCT
afs-127935	167	137	year	year	NOUN
afs-127935	167	138	2	2	NUM
afs-127935	167	139	linear	linear	NOUN
afs-127935	167	140	term	term	NOUN
afs-127935	167	141	168.42	168.42	NUM
afs-127935	167	142	0.040	0.040	NUM
afs-127935	167	143	rainy	rainy	ADJ
afs-127935	167	144	days	day	NOUN
afs-127935	167	145	(	(	PUNCT
afs-127935	167	146	jun	jun	PROPN
afs-127935	167	147	–	–	PUNCT
afs-127935	167	148	jul	jul	PROPN
afs-127935	167	149	)	)	PUNCT
afs-127935	167	150	year	year	NOUN
afs-127935	167	151	2	2	NUM
afs-127935	167	152	quadratic	quadratic	ADJ
afs-127935	167	153	term	term	NOUN
afs-127935	167	154	–	–	PUNCT
afs-127935	167	155	12.14	12.14	NUM
afs-127935	167	156	0.162	0.162	NUM
afs-127935	167	157	rainy	rainy	ADJ
afs-127935	167	158	days	day	NOUN
afs-127935	167	159	(	(	PUNCT
afs-127935	167	160	jun	jun	PROPN
afs-127935	167	161	–	–	PUNCT
afs-127935	167	162	jul	jul	PROPN
afs-127935	167	163	)	)	PUNCT
afs-127935	167	164	year	year	NOUN
afs-127935	167	165	3	3	NUM
afs-127935	167	166	linear	linear	NOUN
afs-127935	167	167	term	term	NOUN
afs-127935	167	168	129.94	129.94	NUM
afs-127935	167	169	0.102	0.102	NUM
afs-127935	167	170	rainy	rainy	ADJ
afs-127935	167	171	days	day	NOUN
afs-127935	167	172	(	(	PUNCT
afs-127935	167	173	jun	jun	PROPN
afs-127935	167	174	–	–	PUNCT
afs-127935	167	175	jul	jul	PROPN
afs-127935	167	176	)	)	PUNCT
afs-127935	167	177	year	year	NOUN
afs-127935	167	178	3	3	NUM
afs-127935	167	179	quadratic	quadratic	ADJ
afs-127935	167	180	term	term	NOUN
afs-127935	167	181	–	–	PUNCT
afs-127935	167	182	2.13	2.13	NUM
afs-127935	167	183	0.808	0.808	NUM
afs-127935	167	184	fig	fig	NOUN
afs-127935	167	185	.	.	PUNCT
afs-127935	168	1	2	2	X
afs-127935	168	2	.	.	X
afs-127935	168	3	scatter	scatter	NOUN
afs-127935	168	4	plot	plot	NOUN
afs-127935	168	5	of	of	ADP
afs-127935	168	6	the	the	DET
afs-127935	168	7	observed	observed	ADJ
afs-127935	168	8	and	and	CCONJ
afs-127935	168	9	out	out	ADP
afs-127935	168	10	-	-	PUNCT
afs-127935	168	11	of	of	ADP
afs-127935	168	12	-	-	PUNCT
afs-127935	168	13	sample	sample	NOUN
afs-127935	168	14	predicted	predict	VERB
afs-127935	168	15	dmy	dmy	PROPN
afs-127935	168	16	for	for	ADP
afs-127935	168	17	each	each	DET
afs-127935	168	18	year	year	NOUN
afs-127935	168	19	and	and	CCONJ
afs-127935	168	20	location	location	NOUN
afs-127935	168	21	combination	combination	NOUN
afs-127935	168	22	.	.	PUNCT
afs-127935	169	1	the	the	DET
afs-127935	169	2	correlation	correlation	NOUN
afs-127935	169	3	between	between	ADP
afs-127935	169	4	observed	observe	VERB
afs-127935	169	5	and	and	CCONJ
afs-127935	169	6	predicted	predict	VERB
afs-127935	169	7	dmy	dmy	PROPN
afs-127935	169	8	is	be	AUX
afs-127935	169	9	0.512	0.512	NUM
afs-127935	169	10	.	.	PUNCT
afs-127935	170	1	k.h	k.h	PROPN
afs-127935	170	2	.	.	PUNCT
afs-127935	170	3	hellton	hellton	PROPN
afs-127935	170	4	et	et	PROPN
afs-127935	170	5	al	al	PROPN
afs-127935	170	6	.	.	PROPN
afs-127935	171	1	87	87	NUM
afs-127935	171	2	future	future	ADJ
afs-127935	171	3	scenarios	scenario	NOUN
afs-127935	171	4	based	base	VERB
afs-127935	171	5	on	on	ADP
afs-127935	171	6	the	the	DET
afs-127935	171	7	climate	climate	NOUN
afs-127935	171	8	projections	projection	NOUN
afs-127935	171	9	described	describe	VERB
afs-127935	171	10	previously	previously	ADV
afs-127935	171	11	,	,	PUNCT
afs-127935	171	12	we	we	PRON
afs-127935	171	13	predicted	predict	VERB
afs-127935	171	14	the	the	DET
afs-127935	171	15	dmy	dmy	PROPN
afs-127935	171	16	of	of	ADP
afs-127935	171	17	timothy	timothy	PROPN
afs-127935	171	18	using	use	VERB
afs-127935	171	19	the	the	DET
afs-127935	171	20	model	model	NOUN
afs-127935	171	21	in	in	ADP
afs-127935	171	22	table	table	NOUN
afs-127935	171	23	4	4	NUM
afs-127935	171	24	.	.	PUNCT
afs-127935	172	1	the	the	DET
afs-127935	172	2	yield	yield	NOUN
afs-127935	172	3	was	be	AUX
afs-127935	172	4	predicted	predict	VERB
afs-127935	172	5	at	at	ADP
afs-127935	172	6	8	8	NUM
afs-127935	172	7	locations	location	NOUN
afs-127935	172	8	for	for	ADP
afs-127935	172	9	each	each	DET
afs-127935	172	10	year	year	NOUN
afs-127935	172	11	in	in	ADP
afs-127935	172	12	the	the	DET
afs-127935	172	13	two	two	NUM
afs-127935	172	14	decades	decade	NOUN
afs-127935	172	15	:	:	PUNCT
afs-127935	172	16	2050–2059	2050–2059	NUM
afs-127935	172	17	and	and	CCONJ
afs-127935	172	18	2090–2099	2090–2099	NUM
afs-127935	172	19	.	.	PUNCT
afs-127935	173	1	the	the	DET
afs-127935	173	2	values	value	NOUN
afs-127935	173	3	of	of	ADP
afs-127935	173	4	the	the	DET
afs-127935	173	5	predictors	predictor	NOUN
afs-127935	173	6	for	for	ADP
afs-127935	173	7	the	the	DET
afs-127935	173	8	three	three	NUM
afs-127935	173	9	consecutive	consecutive	ADJ
afs-127935	173	10	ley	ley	NOUN
afs-127935	173	11	years	year	NOUN
afs-127935	173	12	were	be	AUX
afs-127935	173	13	assigned	assign	VERB
afs-127935	173	14	randomly	randomly	ADV
afs-127935	173	15	within	within	ADP
afs-127935	173	16	the	the	DET
afs-127935	173	17	two	two	NUM
afs-127935	173	18	decades	decade	NOUN
afs-127935	173	19	,	,	PUNCT
afs-127935	173	20	and	and	CCONJ
afs-127935	173	21	negative	negative	ADJ
afs-127935	173	22	predictions	prediction	NOUN
afs-127935	173	23	were	be	AUX
afs-127935	173	24	truncated	truncate	VERB
afs-127935	173	25	to	to	ADP
afs-127935	173	26	zero	zero	NUM
afs-127935	173	27	.	.	PUNCT
afs-127935	174	1	figure	figure	NOUN
afs-127935	174	2	4	4	NUM
afs-127935	174	3	shows	show	VERB
afs-127935	174	4	the	the	DET
afs-127935	174	5	median	median	PROPN
afs-127935	174	6	(	(	PUNCT
afs-127935	174	7	diamond	diamond	NOUN
afs-127935	174	8	)	)	PUNCT
afs-127935	174	9	with	with	ADP
afs-127935	174	10	the	the	DET
afs-127935	174	11	80	80	NUM
afs-127935	174	12	%	%	NOUN
afs-127935	174	13	quantile	quantile	NOUN
afs-127935	174	14	bands	band	NOUN
afs-127935	174	15	(	(	PUNCT
afs-127935	174	16	10	10	NUM
afs-127935	174	17	%	%	NOUN
afs-127935	174	18	and	and	CCONJ
afs-127935	174	19	90	90	NUM
afs-127935	174	20	%	%	NOUN
afs-127935	174	21	quantiles	quantile	NOUN
afs-127935	174	22	)	)	PUNCT
afs-127935	174	23	of	of	ADP
afs-127935	174	24	the	the	DET
afs-127935	174	25	yield	yield	NOUN
afs-127935	174	26	for	for	ADP
afs-127935	174	27	the	the	DET
afs-127935	174	28	observed	observe	VERB
afs-127935	174	29	data	datum	NOUN
afs-127935	174	30	from	from	ADP
afs-127935	174	31	1988–2017	1988–2017	NUM
afs-127935	174	32	(	(	PUNCT
afs-127935	174	33	black	black	NOUN
afs-127935	174	34	)	)	PUNCT
afs-127935	174	35	,	,	PUNCT
afs-127935	174	36	together	together	ADV
afs-127935	174	37	with	with	ADP
afs-127935	174	38	the	the	DET
afs-127935	174	39	projected	project	VERB
afs-127935	174	40	yield	yield	NOUN
afs-127935	174	41	for	for	ADP
afs-127935	174	42	the	the	DET
afs-127935	174	43	2050s	2050	NOUN
afs-127935	174	44	(	(	PUNCT
afs-127935	174	45	red	red	NOUN
afs-127935	174	46	)	)	PUNCT
afs-127935	174	47	and	and	CCONJ
afs-127935	174	48	the	the	DET
afs-127935	174	49	2090s	2090	NOUN
afs-127935	174	50	(	(	PUNCT
afs-127935	174	51	green	green	NOUN
afs-127935	174	52	)	)	PUNCT
afs-127935	174	53	for	for	ADP
afs-127935	174	54	all	all	DET
afs-127935	174	55	8	8	NUM
afs-127935	174	56	locations	location	NOUN
afs-127935	174	57	.	.	PUNCT
afs-127935	175	1	for	for	ADP
afs-127935	175	2	apelsvoll	apelsvoll	NOUN
afs-127935	175	3	(	(	PUNCT
afs-127935	175	4	interior	interior	NOUN
afs-127935	175	5	of	of	ADP
afs-127935	175	6	southeastern	southeastern	ADJ
afs-127935	175	7	norway	norway	PROPN
afs-127935	175	8	)	)	PUNCT
afs-127935	175	9	,	,	PUNCT
afs-127935	175	10	the	the	DET
afs-127935	175	11	median	median	ADJ
afs-127935	175	12	yield	yield	NOUN
afs-127935	175	13	decreases	decrease	NOUN
afs-127935	175	14	for	for	ADP
afs-127935	175	15	the	the	DET
afs-127935	175	16	period	period	NOUN
afs-127935	175	17	2050	2050	NUM
afs-127935	175	18	–	–	PUNCT
afs-127935	175	19	2059	2059	NUM
afs-127935	175	20	and	and	CCONJ
afs-127935	175	21	decreases	decrease	VERB
afs-127935	175	22	further	far	ADV
afs-127935	175	23	for	for	ADP
afs-127935	175	24	2090–2099	2090–2099	NUM
afs-127935	175	25	.	.	PUNCT
afs-127935	176	1	even	even	ADV
afs-127935	176	2	though	though	SCONJ
afs-127935	176	3	the	the	DET
afs-127935	176	4	upper	upper	ADJ
afs-127935	176	5	90	90	NUM
afs-127935	176	6	%	%	NOUN
afs-127935	176	7	quantile	quantile	NOUN
afs-127935	176	8	remains	remain	VERB
afs-127935	176	9	similar	similar	ADJ
afs-127935	176	10	,	,	PUNCT
afs-127935	176	11	the	the	DET
afs-127935	176	12	lower	low	ADJ
afs-127935	176	13	10	10	NUM
afs-127935	176	14	%	%	NOUN
afs-127935	176	15	quantile	quantile	NOUN
afs-127935	176	16	decreases	decrease	VERB
afs-127935	176	17	substantially	substantially	ADV
afs-127935	176	18	(	(	PUNCT
afs-127935	176	19	up	up	ADP
afs-127935	176	20	to	to	PART
afs-127935	176	21	78	78	NUM
afs-127935	176	22	%	%	NOUN
afs-127935	176	23	)	)	PUNCT
afs-127935	176	24	,	,	PUNCT
afs-127935	176	25	hence	hence	ADV
afs-127935	176	26	greatly	greatly	ADV
afs-127935	176	27	increasing	increase	VERB
afs-127935	176	28	the	the	DET
afs-127935	176	29	variability	variability	NOUN
afs-127935	176	30	.	.	PUNCT
afs-127935	177	1	fig	fig	NOUN
afs-127935	177	2	.	.	PUNCT
afs-127935	178	1	3	3	X
afs-127935	178	2	.	.	PUNCT
afs-127935	179	1	the	the	DET
afs-127935	179	2	effects	effect	NOUN
afs-127935	179	3	of	of	ADP
afs-127935	179	4	gdd	gdd	PROPN
afs-127935	179	5	in	in	ADP
afs-127935	179	6	july	july	PROPN
afs-127935	179	7	and	and	CCONJ
afs-127935	179	8	rainy	rainy	ADJ
afs-127935	179	9	days	day	NOUN
afs-127935	179	10	in	in	ADP
afs-127935	179	11	june	june	PROPN
afs-127935	179	12	–	–	PUNCT
afs-127935	179	13	july	july	PROPN
afs-127935	179	14	in	in	ADP
afs-127935	179	15	ley	ley	PROPN
afs-127935	179	16	years	year	NOUN
afs-127935	179	17	1	1	NUM
afs-127935	179	18	,	,	PUNCT
afs-127935	179	19	2	2	NUM
afs-127935	179	20	and	and	CCONJ
afs-127935	179	21	3	3	NUM
afs-127935	179	22	on	on	ADP
afs-127935	179	23	dmy	dmy	PROPN
afs-127935	179	24	in	in	ADP
afs-127935	179	25	total	total	NOUN
afs-127935	179	26	for	for	ADP
afs-127935	179	27	three	three	NUM
afs-127935	179	28	ley	ley	ADJ
afs-127935	179	29	years	year	NOUN
afs-127935	179	30	(	(	PUNCT
afs-127935	179	31	solid	solid	ADJ
afs-127935	179	32	line	line	NOUN
afs-127935	179	33	)	)	PUNCT
afs-127935	179	34	with	with	ADP
afs-127935	179	35	95	95	NUM
afs-127935	179	36	%	%	NOUN
afs-127935	179	37	confidence	confidence	NOUN
afs-127935	179	38	bands	band	NOUN
afs-127935	179	39	(	(	PUNCT
afs-127935	179	40	dashed	dash	VERB
afs-127935	179	41	lines	line	NOUN
afs-127935	179	42	)	)	PUNCT
afs-127935	179	43	with	with	ADP
afs-127935	179	44	all	all	DET
afs-127935	179	45	observations	observation	NOUN
afs-127935	179	46	(	(	PUNCT
afs-127935	179	47	gray	gray	ADJ
afs-127935	179	48	dots	dot	NOUN
afs-127935	179	49	)	)	PUNCT
afs-127935	179	50	.	.	PUNCT
afs-127935	180	1	the	the	DET
afs-127935	180	2	effects	effect	NOUN
afs-127935	180	3	of	of	ADP
afs-127935	180	4	each	each	DET
afs-127935	180	5	predictor	predictor	NOUN
afs-127935	180	6	are	be	AUX
afs-127935	180	7	given	give	VERB
afs-127935	180	8	with	with	ADP
afs-127935	180	9	all	all	DET
afs-127935	180	10	other	other	ADJ
afs-127935	180	11	predictors	predictor	NOUN
afs-127935	180	12	set	set	VERB
afs-127935	180	13	at	at	ADP
afs-127935	180	14	their	their	PRON
afs-127935	180	15	mean	mean	ADJ
afs-127935	180	16	value	value	NOUN
afs-127935	180	17	.	.	PUNCT
afs-127935	181	1	agricultural	agricultural	ADJ
afs-127935	181	2	and	and	CCONJ
afs-127935	181	3	food	food	NOUN
afs-127935	181	4	science	science	NOUN
afs-127935	181	5	(	(	PUNCT
afs-127935	181	6	2023	2023	NUM
afs-127935	181	7	)	)	PUNCT
afs-127935	181	8	32	32	NUM
afs-127935	181	9	:	:	PUNCT
afs-127935	181	10	80–93	80–93	NUM
afs-127935	181	11	88	88	NUM
afs-127935	181	12	for	for	ADP
afs-127935	181	13	fureneset	fureneset	NOUN
afs-127935	181	14	and	and	CCONJ
afs-127935	181	15	løken	løken	VERB
afs-127935	181	16	(	(	PUNCT
afs-127935	181	17	western	western	ADJ
afs-127935	181	18	and	and	CCONJ
afs-127935	181	19	mountainous	mountainous	ADJ
afs-127935	181	20	norway	norway	NOUN
afs-127935	181	21	)	)	PUNCT
afs-127935	181	22	there	there	PRON
afs-127935	181	23	are	be	VERB
afs-127935	181	24	only	only	ADV
afs-127935	181	25	minor	minor	ADJ
afs-127935	181	26	changes	change	NOUN
afs-127935	181	27	with	with	ADP
afs-127935	181	28	a	a	DET
afs-127935	181	29	slight	slight	ADJ
afs-127935	181	30	increase	increase	NOUN
afs-127935	181	31	in	in	ADP
afs-127935	181	32	the	the	DET
afs-127935	181	33	median	median	ADJ
afs-127935	181	34	yield	yield	NOUN
afs-127935	181	35	in	in	ADP
afs-127935	181	36	2050–2059	2050–2059	NUM
afs-127935	181	37	and	and	CCONJ
afs-127935	181	38	in	in	ADP
afs-127935	181	39	the	the	DET
afs-127935	181	40	variability	variability	NOUN
afs-127935	181	41	at	at	ADP
afs-127935	181	42	both	both	DET
afs-127935	181	43	locations	location	NOUN
afs-127935	181	44	.	.	PUNCT
afs-127935	182	1	for	for	ADP
afs-127935	182	2	særheim	særheim	NOUN
afs-127935	182	3	(	(	PUNCT
afs-127935	182	4	south	south	ADJ
afs-127935	182	5	-	-	PUNCT
afs-127935	182	6	western	western	ADJ
afs-127935	182	7	norway	norway	NOUN
afs-127935	182	8	)	)	PUNCT
afs-127935	182	9	,	,	PUNCT
afs-127935	182	10	there	there	PRON
afs-127935	182	11	is	be	VERB
afs-127935	182	12	a	a	DET
afs-127935	182	13	small	small	ADJ
afs-127935	182	14	decrease	decrease	NOUN
afs-127935	182	15	in	in	ADP
afs-127935	182	16	annual	annual	ADJ
afs-127935	182	17	yield	yield	NOUN
afs-127935	182	18	in	in	ADP
afs-127935	182	19	2050–2059	2050–2059	NUM
afs-127935	182	20	,	,	PUNCT
afs-127935	182	21	and	and	CCONJ
afs-127935	182	22	a	a	DET
afs-127935	182	23	further	further	ADJ
afs-127935	182	24	decrease	decrease	NOUN
afs-127935	182	25	in	in	ADP
afs-127935	182	26	2090–2099	2090–2099	NUM
afs-127935	182	27	,	,	PUNCT
afs-127935	182	28	while	while	SCONJ
afs-127935	182	29	for	for	ADP
afs-127935	182	30	kvithamar	kvithamar	PROPN
afs-127935	182	31	(	(	PUNCT
afs-127935	182	32	central	central	ADJ
afs-127935	182	33	norway	norway	PROPN
afs-127935	182	34	)	)	PUNCT
afs-127935	182	35	there	there	PRON
afs-127935	182	36	is	be	VERB
afs-127935	182	37	no	no	DET
afs-127935	182	38	change	change	NOUN
afs-127935	182	39	from	from	ADP
afs-127935	182	40	1988–2017	1988–2017	NUM
afs-127935	182	41	to	to	ADP
afs-127935	182	42	2050–2059	2050–2059	NUM
afs-127935	182	43	,	,	PUNCT
afs-127935	182	44	but	but	CCONJ
afs-127935	182	45	a	a	DET
afs-127935	182	46	decrease	decrease	NOUN
afs-127935	182	47	after	after	ADP
afs-127935	182	48	that	that	PRON
afs-127935	182	49	.	.	PUNCT
afs-127935	183	1	for	for	ADP
afs-127935	183	2	tjøtta	tjøtta	PROPN
afs-127935	183	3	and	and	CCONJ
afs-127935	183	4	vågønes	vågøne	NOUN
afs-127935	183	5	(	(	PUNCT
afs-127935	183	6	representing	represent	VERB
afs-127935	183	7	the	the	DET
afs-127935	183	8	southern	southern	ADJ
afs-127935	183	9	part	part	NOUN
afs-127935	183	10	of	of	ADP
afs-127935	183	11	northern	northern	ADJ
afs-127935	183	12	norway	norway	PROPN
afs-127935	183	13	)	)	PUNCT
afs-127935	183	14	,	,	PUNCT
afs-127935	183	15	the	the	DET
afs-127935	183	16	median	median	ADJ
afs-127935	183	17	yield	yield	NOUN
afs-127935	183	18	increases	increase	NOUN
afs-127935	183	19	substantially	substantially	ADV
afs-127935	183	20	from	from	ADP
afs-127935	183	21	1988–2017	1988–2017	NUM
afs-127935	183	22	to	to	ADP
afs-127935	183	23	the	the	DET
afs-127935	183	24	2050s	2050	NOUN
afs-127935	183	25	,	,	PUNCT
afs-127935	183	26	but	but	CCONJ
afs-127935	183	27	then	then	ADV
afs-127935	183	28	decreases	decrease	VERB
afs-127935	183	29	slightly	slightly	ADV
afs-127935	183	30	again	again	ADV
afs-127935	183	31	to	to	ADP
afs-127935	183	32	the	the	DET
afs-127935	183	33	2090s	2090s	NUM
afs-127935	183	34	.	.	PUNCT
afs-127935	184	1	for	for	ADP
afs-127935	184	2	holt	holt	PROPN
afs-127935	184	3	(	(	PUNCT
afs-127935	184	4	northern	northern	ADJ
afs-127935	184	5	norway	norway	PROPN
afs-127935	184	6	)	)	PUNCT
afs-127935	184	7	,	,	PUNCT
afs-127935	184	8	the	the	DET
afs-127935	184	9	median	median	ADJ
afs-127935	184	10	yield	yield	NOUN
afs-127935	184	11	increases	increase	NOUN
afs-127935	184	12	substantially	substantially	ADV
afs-127935	184	13	in	in	ADP
afs-127935	184	14	2050–2059	2050–2059	NUM
afs-127935	184	15	and	and	CCONJ
afs-127935	184	16	increases	increase	VERB
afs-127935	184	17	further	far	ADV
afs-127935	184	18	in	in	ADP
afs-127935	184	19	2090–2099	2090–2099	NUM
afs-127935	184	20	.	.	PUNCT
afs-127935	184	21	common	common	ADJ
afs-127935	184	22	to	to	ADP
afs-127935	184	23	all	all	DET
afs-127935	184	24	these	these	DET
afs-127935	184	25	locations	location	NOUN
afs-127935	184	26	is	be	AUX
afs-127935	184	27	a	a	DET
afs-127935	184	28	predicted	predict	VERB
afs-127935	184	29	increase	increase	NOUN
afs-127935	184	30	in	in	ADP
afs-127935	184	31	yield	yield	NOUN
afs-127935	184	32	variability	variability	NOUN
afs-127935	184	33	,	,	PUNCT
afs-127935	184	34	although	although	SCONJ
afs-127935	184	35	not	not	PART
afs-127935	184	36	as	as	ADV
afs-127935	184	37	conspicuous	conspicuous	ADJ
afs-127935	184	38	as	as	ADP
afs-127935	184	39	for	for	ADP
afs-127935	184	40	apelsvoll	apelsvoll	NOUN
afs-127935	184	41	in	in	ADP
afs-127935	184	42	the	the	DET
afs-127935	184	43	southeast	southeast	NOUN
afs-127935	184	44	.	.	PUNCT
afs-127935	185	1	it	it	PRON
afs-127935	185	2	may	may	AUX
afs-127935	185	3	also	also	ADV
afs-127935	185	4	be	be	AUX
afs-127935	185	5	observed	observe	VERB
afs-127935	185	6	that	that	SCONJ
afs-127935	185	7	the	the	DET
afs-127935	185	8	historical	historical	ADJ
afs-127935	185	9	measurements	measurement	NOUN
afs-127935	185	10	at	at	ADP
afs-127935	185	11	tjøtta	tjøtta	NOUN
afs-127935	185	12	consistently	consistently	ADV
afs-127935	185	13	underperformed	underperform	VERB
afs-127935	185	14	without	without	ADP
afs-127935	185	15	any	any	DET
afs-127935	185	16	known	know	VERB
afs-127935	185	17	reason	reason	NOUN
afs-127935	185	18	(	(	PUNCT
afs-127935	185	19	additional	additional	ADJ
afs-127935	185	20	investigation	investigation	NOUN
afs-127935	185	21	of	of	ADP
afs-127935	185	22	the	the	DET
afs-127935	185	23	source	source	NOUN
afs-127935	185	24	material	material	NOUN
afs-127935	185	25	was	be	AUX
afs-127935	185	26	conducted	conduct	VERB
afs-127935	185	27	)	)	PUNCT
afs-127935	185	28	,	,	PUNCT
afs-127935	185	29	and	and	CCONJ
afs-127935	185	30	the	the	DET
afs-127935	185	31	location	location	NOUN
afs-127935	185	32	should	should	AUX
afs-127935	185	33	therefore	therefore	ADV
afs-127935	185	34	be	be	AUX
afs-127935	185	35	viewed	view	VERB
afs-127935	185	36	as	as	ADP
afs-127935	185	37	an	an	DET
afs-127935	185	38	outlier	outlier	NOUN
afs-127935	185	39	.	.	PUNCT
afs-127935	186	1	an	an	DET
afs-127935	186	2	overview	overview	NOUN
afs-127935	186	3	of	of	ADP
afs-127935	186	4	the	the	DET
afs-127935	186	5	climate	climate	NOUN
afs-127935	186	6	at	at	ADP
afs-127935	186	7	each	each	DET
afs-127935	186	8	individual	individual	ADJ
afs-127935	186	9	vcu	vcu	PROPN
afs-127935	186	10	trial	trial	NOUN
afs-127935	186	11	location	location	NOUN
afs-127935	186	12	is	be	AUX
afs-127935	186	13	given	give	VERB
afs-127935	186	14	in	in	ADP
afs-127935	186	15	table	table	NOUN
afs-127935	186	16	5	5	NUM
afs-127935	186	17	,	,	PUNCT
afs-127935	186	18	in	in	ADP
afs-127935	186	19	terms	term	NOUN
afs-127935	186	20	of	of	ADP
afs-127935	186	21	the	the	DET
afs-127935	186	22	average	average	ADJ
afs-127935	186	23	gdd	gdd	PROPN
afs-127935	186	24	in	in	ADP
afs-127935	186	25	july	july	PROPN
afs-127935	186	26	and	and	CCONJ
afs-127935	186	27	the	the	DET
afs-127935	186	28	number	number	NOUN
afs-127935	186	29	of	of	ADP
afs-127935	186	30	days	day	NOUN
afs-127935	186	31	of	of	ADP
afs-127935	186	32	precipitation	precipitation	NOUN
afs-127935	186	33	in	in	ADP
afs-127935	186	34	june	june	PROPN
afs-127935	186	35	-	-	PUNCT
afs-127935	186	36	july	july	PROPN
afs-127935	186	37	for	for	ADP
afs-127935	186	38	the	the	DET
afs-127935	186	39	historic	historic	ADJ
afs-127935	186	40	period	period	NOUN
afs-127935	186	41	1988–2017	1988–2017	NUM
afs-127935	186	42	and	and	CCONJ
afs-127935	186	43	projected	project	VERB
afs-127935	186	44	for	for	ADP
afs-127935	186	45	the	the	DET
afs-127935	186	46	periods	period	NOUN
afs-127935	186	47	2050–2059	2050–2059	NUM
afs-127935	186	48	and	and	CCONJ
afs-127935	186	49	2090–2099	2090–2099	NUM
afs-127935	186	50	.	.	PUNCT
afs-127935	187	1	figure	figure	NOUN
afs-127935	187	2	5	5	NUM
afs-127935	187	3	shows	show	VERB
afs-127935	187	4	the	the	DET
afs-127935	187	5	scatter	scatter	NOUN
afs-127935	187	6	plots	plot	NOUN
afs-127935	187	7	of	of	ADP
afs-127935	187	8	the	the	DET
afs-127935	187	9	gdd	gdd	PROPN
afs-127935	187	10	(	(	PUNCT
afs-127935	187	11	july	july	PROPN
afs-127935	187	12	)	)	PUNCT
afs-127935	187	13	and	and	CCONJ
afs-127935	187	14	rainy	rainy	ADJ
afs-127935	187	15	days	day	NOUN
afs-127935	187	16	(	(	PUNCT
afs-127935	187	17	june	june	PROPN
afs-127935	187	18	–	–	PUNCT
afs-127935	187	19	july	july	PROPN
afs-127935	187	20	)	)	PUNCT
afs-127935	187	21	for	for	ADP
afs-127935	187	22	the	the	DET
afs-127935	187	23	first	first	ADJ
afs-127935	187	24	ley	ley	ADJ
afs-127935	187	25	year	year	NOUN
afs-127935	187	26	for	for	ADP
afs-127935	187	27	the	the	DET
afs-127935	187	28	observed	observed	ADJ
afs-127935	187	29	period	period	NOUN
afs-127935	187	30	(	(	PUNCT
afs-127935	187	31	black	black	NOUN
afs-127935	187	32	)	)	PUNCT
afs-127935	187	33	and	and	CCONJ
afs-127935	187	34	for	for	ADP
afs-127935	187	35	the	the	DET
afs-127935	187	36	projected	project	VERB
afs-127935	187	37	periods	period	NOUN
afs-127935	187	38	2050–2059	2050–2059	NUM
afs-127935	187	39	(	(	PUNCT
afs-127935	187	40	red	red	ADJ
afs-127935	187	41	)	)	PUNCT
afs-127935	187	42	and	and	CCONJ
afs-127935	187	43	2090–2099	2090–2099	NUM
afs-127935	187	44	(	(	PUNCT
afs-127935	187	45	green	green	NOUN
afs-127935	187	46	)	)	PUNCT
afs-127935	187	47	.	.	PUNCT
afs-127935	188	1	the	the	DET
afs-127935	188	2	left	left	ADJ
afs-127935	188	3	panel	panel	NOUN
afs-127935	188	4	shows	show	VERB
afs-127935	188	5	the	the	DET
afs-127935	188	6	distributions	distribution	NOUN
afs-127935	188	7	for	for	ADP
afs-127935	188	8	all	all	DET
afs-127935	188	9	locations	location	NOUN
afs-127935	188	10	,	,	PUNCT
afs-127935	188	11	while	while	SCONJ
afs-127935	188	12	the	the	DET
afs-127935	188	13	middle	middle	ADJ
afs-127935	188	14	and	and	CCONJ
afs-127935	188	15	right	right	ADJ
afs-127935	188	16	panels	panel	NOUN
afs-127935	188	17	show	show	VERB
afs-127935	188	18	the	the	DET
afs-127935	188	19	distributions	distribution	NOUN
afs-127935	188	20	for	for	ADP
afs-127935	188	21	apelsvoll	apelsvoll	NOUN
afs-127935	188	22	and	and	CCONJ
afs-127935	188	23	holt	holt	PROPN
afs-127935	188	24	.	.	PUNCT
afs-127935	189	1	at	at	ADP
afs-127935	189	2	all	all	DET
afs-127935	189	3	locations	location	NOUN
afs-127935	189	4	,	,	PUNCT
afs-127935	189	5	it	it	PRON
afs-127935	189	6	is	be	AUX
afs-127935	189	7	seen	see	VERB
afs-127935	189	8	that	that	SCONJ
afs-127935	189	9	gdd	gdd	PROPN
afs-127935	189	10	will	will	AUX
afs-127935	189	11	increase	increase	VERB
afs-127935	189	12	while	while	SCONJ
afs-127935	189	13	the	the	DET
afs-127935	189	14	number	number	NOUN
afs-127935	189	15	of	of	ADP
afs-127935	189	16	rainy	rainy	ADJ
afs-127935	189	17	days	day	NOUN
afs-127935	189	18	and	and	CCONJ
afs-127935	189	19	the	the	DET
afs-127935	189	20	negative	negative	ADJ
afs-127935	189	21	correlation	correlation	NOUN
afs-127935	189	22	between	between	ADP
afs-127935	189	23	the	the	DET
afs-127935	189	24	two	two	NUM
afs-127935	189	25	predictors	predictor	NOUN
afs-127935	189	26	remains	remain	VERB
afs-127935	189	27	the	the	DET
afs-127935	189	28	same	same	ADJ
afs-127935	189	29	.	.	PUNCT
afs-127935	190	1	to	to	PART
afs-127935	190	2	see	see	VERB
afs-127935	190	3	the	the	DET
afs-127935	190	4	more	more	ADV
afs-127935	190	5	distinct	distinct	ADJ
afs-127935	190	6	differences	difference	NOUN
afs-127935	190	7	between	between	ADP
afs-127935	190	8	individual	individual	ADJ
afs-127935	190	9	locations	location	NOUN
afs-127935	190	10	,	,	PUNCT
afs-127935	190	11	we	we	PRON
afs-127935	190	12	show	show	VERB
afs-127935	190	13	the	the	DET
afs-127935	190	14	most	most	ADV
afs-127935	190	15	contrasting	contrasting	ADJ
afs-127935	190	16	locations	location	NOUN
afs-127935	190	17	:	:	PUNCT
afs-127935	190	18	apelsvoll	apelsvoll	NOUN
afs-127935	190	19	and	and	CCONJ
afs-127935	190	20	holt	holt	PROPN
afs-127935	190	21	.	.	PUNCT
afs-127935	191	1	for	for	ADP
afs-127935	191	2	apelsvoll	apelsvoll	NOUN
afs-127935	191	3	the	the	DET
afs-127935	191	4	fig	fig	NOUN
afs-127935	191	5	.	.	PUNCT
afs-127935	192	1	4	4	X
afs-127935	192	2	.	.	X
afs-127935	192	3	the	the	DET
afs-127935	192	4	distributions	distribution	NOUN
afs-127935	192	5	of	of	ADP
afs-127935	192	6	the	the	DET
afs-127935	192	7	observed	observed	ADJ
afs-127935	192	8	total	total	NOUN
afs-127935	192	9	(	(	PUNCT
afs-127935	192	10	dm	dm	NOUN
afs-127935	192	11	)	)	PUNCT
afs-127935	192	12	yield	yield	NOUN
afs-127935	192	13	over	over	ADP
afs-127935	192	14	three	three	NUM
afs-127935	192	15	ley	ley	ADJ
afs-127935	192	16	years	year	NOUN
afs-127935	192	17	(	(	PUNCT
afs-127935	192	18	black	black	NOUN
afs-127935	192	19	)	)	PUNCT
afs-127935	192	20	compared	compare	VERB
afs-127935	192	21	to	to	ADP
afs-127935	192	22	the	the	DET
afs-127935	192	23	projections	projection	NOUN
afs-127935	192	24	for	for	ADP
afs-127935	192	25	the	the	DET
afs-127935	192	26	periods	period	NOUN
afs-127935	192	27	2050–2059	2050–2059	NUM
afs-127935	192	28	(	(	PUNCT
afs-127935	192	29	red	red	ADJ
afs-127935	192	30	)	)	PUNCT
afs-127935	192	31	and	and	CCONJ
afs-127935	192	32	2090–2099	2090–2099	NUM
afs-127935	192	33	(	(	PUNCT
afs-127935	192	34	green	green	NOUN
afs-127935	192	35	)	)	PUNCT
afs-127935	192	36	for	for	ADP
afs-127935	192	37	all	all	DET
afs-127935	192	38	locations	location	NOUN
afs-127935	192	39	.	.	PUNCT
afs-127935	193	1	the	the	DET
afs-127935	193	2	distributions	distribution	NOUN
afs-127935	193	3	for	for	ADP
afs-127935	193	4	each	each	DET
afs-127935	193	5	location	location	NOUN
afs-127935	193	6	and	and	CCONJ
afs-127935	193	7	time	time	NOUN
afs-127935	193	8	period	period	NOUN
afs-127935	193	9	are	be	AUX
afs-127935	193	10	shown	show	VERB
afs-127935	193	11	by	by	ADP
afs-127935	193	12	the	the	DET
afs-127935	193	13	10	10	NUM
afs-127935	193	14	%	%	NOUN
afs-127935	193	15	and	and	CCONJ
afs-127935	193	16	90	90	NUM
afs-127935	193	17	%	%	NOUN
afs-127935	193	18	quantiles	quantile	NOUN
afs-127935	193	19	(	(	PUNCT
afs-127935	193	20	as	as	ADP
afs-127935	193	21	upper	upper	ADJ
afs-127935	193	22	and	and	CCONJ
afs-127935	193	23	lower	low	ADJ
afs-127935	193	24	limits	limit	NOUN
afs-127935	193	25	)	)	PUNCT
afs-127935	193	26	and	and	CCONJ
afs-127935	193	27	the	the	DET
afs-127935	193	28	median	median	NOUN
afs-127935	193	29	(	(	PUNCT
afs-127935	193	30	diamond	diamond	NOUN
afs-127935	193	31	)	)	PUNCT
afs-127935	193	32	.	.	PUNCT
afs-127935	194	1	table	table	NOUN
afs-127935	194	2	5	5	NUM
afs-127935	194	3	.	.	PUNCT
afs-127935	195	1	overview	overview	NOUN
afs-127935	195	2	of	of	ADP
afs-127935	195	3	climate	climate	NOUN
afs-127935	195	4	at	at	ADP
afs-127935	195	5	vcu	vcu	PROPN
afs-127935	195	6	trial	trial	NOUN
afs-127935	195	7	locations	location	NOUN
afs-127935	195	8	,	,	PUNCT
afs-127935	195	9	in	in	ADP
afs-127935	195	10	terms	term	NOUN
afs-127935	195	11	of	of	ADP
afs-127935	195	12	the	the	DET
afs-127935	195	13	average	average	ADJ
afs-127935	195	14	gdd	gdd	PROPN
afs-127935	195	15	in	in	ADP
afs-127935	195	16	july	july	PROPN
afs-127935	195	17	and	and	CCONJ
afs-127935	195	18	the	the	DET
afs-127935	195	19	number	number	NOUN
afs-127935	195	20	of	of	ADP
afs-127935	195	21	days	day	NOUN
afs-127935	195	22	of	of	ADP
afs-127935	195	23	precipitation	precipitation	NOUN
afs-127935	195	24	in	in	ADP
afs-127935	195	25	june	june	PROPN
afs-127935	195	26	-	-	PUNCT
afs-127935	195	27	july	july	PROPN
afs-127935	195	28	for	for	ADP
afs-127935	195	29	the	the	DET
afs-127935	195	30	historic	historic	ADJ
afs-127935	195	31	period	period	NOUN
afs-127935	195	32	1988–2017	1988–2017	NUM
afs-127935	195	33	and	and	CCONJ
afs-127935	195	34	projected	project	VERB
afs-127935	195	35	for	for	ADP
afs-127935	195	36	the	the	DET
afs-127935	195	37	periods	period	NOUN
afs-127935	195	38	2050–2059	2050–2059	NUM
afs-127935	195	39	and	and	CCONJ
afs-127935	195	40	2090–2099	2090–2099	NUM
afs-127935	195	41	.	.	PUNCT
afs-127935	196	1	gdd	gdd	PROPN
afs-127935	196	2	(	(	PUNCT
afs-127935	196	3	july	july	PROPN
afs-127935	196	4	)	)	PUNCT
afs-127935	196	5	days	day	NOUN
afs-127935	196	6	of	of	ADP
afs-127935	196	7	precipitation	precipitation	NOUN
afs-127935	196	8	(	(	PUNCT
afs-127935	196	9	june	june	PROPN
afs-127935	196	10	-	-	PUNCT
afs-127935	196	11	july	july	PROPN
afs-127935	196	12	)	)	PUNCT
afs-127935	196	13	location	location	NOUN
afs-127935	196	14	1988–2017	1988–2017	NUM
afs-127935	196	15	2050–2059	2050–2059	NUM
afs-127935	196	16	2090–2099	2090–2099	NUM
afs-127935	196	17	1988–2017	1988–2017	NUM
afs-127935	196	18	2050–2059	2050–2059	NUM
afs-127935	196	19	2090–2099	2090–2099	NUM
afs-127935	196	20	holt	holt	PROPN
afs-127935	196	21	225	225	NUM
afs-127935	196	22	260	260	NUM
afs-127935	196	23	293	293	NUM
afs-127935	196	24	21	21	NUM
afs-127935	196	25	24	24	NUM
afs-127935	196	26	26	26	NUM
afs-127935	196	27	vågønes	vågøne	VERB
afs-127935	196	28	262	262	NUM
afs-127935	196	29	304	304	NUM
afs-127935	196	30	329	329	NUM
afs-127935	196	31	25	25	NUM
afs-127935	196	32	23	23	NUM
afs-127935	196	33	25	25	NUM
afs-127935	196	34	tjøtta	tjøtta	NOUN
afs-127935	196	35	292	292	NUM
afs-127935	196	36	321	321	NUM
afs-127935	196	37	343	343	NUM
afs-127935	196	38	23	23	NUM
afs-127935	196	39	25	25	NUM
afs-127935	196	40	27	27	NUM
afs-127935	196	41	kvithamar	kvithamar	PROPN
afs-127935	196	42	316	316	NUM
afs-127935	196	43	340	340	NUM
afs-127935	196	44	360	360	NUM
afs-127935	196	45	26	26	NUM
afs-127935	196	46	23	23	NUM
afs-127935	196	47	23	23	NUM
afs-127935	196	48	fureneset	fureneset	NOUN
afs-127935	196	49	298	298	NUM
afs-127935	196	50	300	300	NUM
afs-127935	196	51	310	310	NUM
afs-127935	196	52	27	27	NUM
afs-127935	196	53	29	29	NUM
afs-127935	196	54	31	31	NUM
afs-127935	196	55	løken	løken	VERB
afs-127935	196	56	290	290	NUM
afs-127935	196	57	319	319	NUM
afs-127935	196	58	336	336	NUM
afs-127935	196	59	22	22	NUM
afs-127935	196	60	21	21	NUM
afs-127935	196	61	21	21	NUM
afs-127935	196	62	apelsvoll	apelsvoll	NOUN
afs-127935	196	63	339	339	NUM
afs-127935	196	64	395	395	NUM
afs-127935	196	65	412	412	NUM
afs-127935	196	66	20	20	NUM
afs-127935	196	67	19	19	NUM
afs-127935	196	68	20	20	NUM
afs-127935	196	69	særheim	særheim	NOUN
afs-127935	196	70	300	300	NUM
afs-127935	196	71	342	342	NUM
afs-127935	196	72	353	353	NUM
afs-127935	197	1	23	23	NUM
afs-127935	197	2	23	23	NUM
afs-127935	197	3	24	24	NUM
afs-127935	197	4	k.h	k.h	PROPN
afs-127935	197	5	.	.	PUNCT
afs-127935	198	1	hellton	hellton	PROPN
afs-127935	198	2	et	et	PROPN
afs-127935	198	3	al	al	PROPN
afs-127935	198	4	.	.	PROPN
afs-127935	198	5	89	89	NUM
afs-127935	198	6	median	median	NOUN
afs-127935	198	7	of	of	ADP
afs-127935	198	8	the	the	DET
afs-127935	198	9	gdd	gdd	PROPN
afs-127935	198	10	distribution	distribution	NOUN
afs-127935	198	11	increases	increase	VERB
afs-127935	198	12	for	for	ADP
afs-127935	198	13	the	the	DET
afs-127935	198	14	2050s	2050	NOUN
afs-127935	198	15	and	and	CCONJ
afs-127935	198	16	2090s	2090	NOUN
afs-127935	198	17	,	,	PUNCT
afs-127935	198	18	while	while	SCONJ
afs-127935	198	19	the	the	DET
afs-127935	198	20	median	median	NOUN
afs-127935	198	21	of	of	ADP
afs-127935	198	22	the	the	DET
afs-127935	198	23	number	number	NOUN
afs-127935	198	24	of	of	ADP
afs-127935	198	25	rainy	rainy	ADJ
afs-127935	198	26	days	day	NOUN
afs-127935	198	27	decreases	decrease	VERB
afs-127935	198	28	slightly	slightly	ADV
afs-127935	198	29	(	(	PUNCT
afs-127935	198	30	table	table	NOUN
afs-127935	198	31	5	5	NUM
afs-127935	198	32	)	)	PUNCT
afs-127935	198	33	.	.	PUNCT
afs-127935	199	1	for	for	ADP
afs-127935	199	2	holt	holt	PROPN
afs-127935	199	3	,	,	PUNCT
afs-127935	199	4	in	in	ADP
afs-127935	199	5	the	the	DET
afs-127935	199	6	right	right	ADJ
afs-127935	199	7	panel	panel	NOUN
afs-127935	199	8	,	,	PUNCT
afs-127935	199	9	both	both	CCONJ
afs-127935	199	10	the	the	DET
afs-127935	199	11	gdd	gdd	PROPN
afs-127935	199	12	and	and	CCONJ
afs-127935	199	13	the	the	DET
afs-127935	199	14	number	number	NOUN
afs-127935	199	15	of	of	ADP
afs-127935	199	16	rainy	rainy	ADJ
afs-127935	199	17	days	day	NOUN
afs-127935	199	18	will	will	AUX
afs-127935	199	19	increase	increase	VERB
afs-127935	199	20	for	for	ADP
afs-127935	199	21	the	the	DET
afs-127935	199	22	periods	period	NOUN
afs-127935	199	23	2050–2059	2050–2059	NUM
afs-127935	199	24	and	and	CCONJ
afs-127935	199	25	2090–2099	2090–2099	NUM
afs-127935	199	26	(	(	PUNCT
afs-127935	199	27	table	table	NOUN
afs-127935	199	28	5	5	NUM
afs-127935	199	29	)	)	PUNCT
afs-127935	199	30	.	.	PUNCT
afs-127935	200	1	discussion	discussion	NOUN
afs-127935	200	2	optimal	optimal	ADJ
afs-127935	200	3	predictive	predictive	ADJ
afs-127935	200	4	model	model	NOUN
afs-127935	200	5	the	the	DET
afs-127935	200	6	optimal	optimal	ADJ
afs-127935	200	7	predictors	predictor	NOUN
afs-127935	200	8	of	of	ADP
afs-127935	200	9	timothy	timothy	PROPN
afs-127935	200	10	dmy	dmy	PROPN
afs-127935	200	11	were	be	AUX
afs-127935	200	12	found	find	VERB
afs-127935	200	13	to	to	PART
afs-127935	200	14	be	be	AUX
afs-127935	200	15	cumulative	cumulative	ADJ
afs-127935	200	16	gdd	gdd	PROPN
afs-127935	200	17	in	in	ADP
afs-127935	200	18	july	july	PROPN
afs-127935	200	19	and	and	CCONJ
afs-127935	200	20	the	the	DET
afs-127935	200	21	number	number	NOUN
afs-127935	200	22	of	of	ADP
afs-127935	200	23	rainy	rainy	ADJ
afs-127935	200	24	days	day	NOUN
afs-127935	200	25	(	(	PUNCT
afs-127935	200	26	>	>	NOUN
afs-127935	200	27	1	1	NUM
afs-127935	200	28	mm	mm	NOUN
afs-127935	200	29	)	)	PUNCT
afs-127935	200	30	in	in	ADP
afs-127935	200	31	june	june	PROPN
afs-127935	200	32	and	and	CCONJ
afs-127935	200	33	july	july	PROPN
afs-127935	200	34	.	.	PUNCT
afs-127935	201	1	these	these	DET
afs-127935	201	2	two	two	NUM
afs-127935	201	3	agro	agro	ADJ
afs-127935	201	4	-	-	PUNCT
afs-127935	201	5	climatic	climatic	ADJ
afs-127935	201	6	variables	variable	NOUN
afs-127935	201	7	explained	explain	VERB
afs-127935	201	8	43	43	NUM
afs-127935	201	9	%	%	NOUN
afs-127935	201	10	of	of	ADP
afs-127935	201	11	the	the	DET
afs-127935	201	12	yield	yield	NOUN
afs-127935	201	13	variability	variability	NOUN
afs-127935	201	14	,	,	PUNCT
afs-127935	201	15	which	which	PRON
afs-127935	201	16	is	be	AUX
afs-127935	201	17	consistent	consistent	ADJ
afs-127935	201	18	with	with	ADP
afs-127935	201	19	other	other	ADJ
afs-127935	201	20	statistical	statistical	ADJ
afs-127935	201	21	models	model	NOUN
afs-127935	201	22	for	for	ADP
afs-127935	201	23	crop	crop	NOUN
afs-127935	201	24	yield	yield	NOUN
afs-127935	201	25	.	.	PUNCT
afs-127935	202	1	lobell	lobell	PROPN
afs-127935	202	2	and	and	CCONJ
afs-127935	202	3	field	field	NOUN
afs-127935	202	4	(	(	PUNCT
afs-127935	202	5	2007	2007	NUM
afs-127935	202	6	)	)	PUNCT
afs-127935	202	7	showed	show	VERB
afs-127935	202	8	that	that	SCONJ
afs-127935	202	9	the	the	DET
afs-127935	202	10	share	share	NOUN
afs-127935	202	11	of	of	ADP
afs-127935	202	12	the	the	DET
afs-127935	202	13	year	year	NOUN
afs-127935	202	14	-	-	PUNCT
afs-127935	202	15	to	to	ADP
afs-127935	202	16	-	-	PUNCT
afs-127935	202	17	year	year	NOUN
afs-127935	202	18	variations	variation	NOUN
afs-127935	202	19	in	in	ADP
afs-127935	202	20	global	global	ADJ
afs-127935	202	21	average	average	ADJ
afs-127935	202	22	yields	yield	NOUN
afs-127935	202	23	attributed	attribute	VERB
afs-127935	202	24	to	to	ADP
afs-127935	202	25	temperature	temperature	NOUN
afs-127935	202	26	and	and	CCONJ
afs-127935	202	27	precipitation	precipitation	NOUN
afs-127935	202	28	during	during	ADP
afs-127935	202	29	the	the	DET
afs-127935	202	30	growing	grow	VERB
afs-127935	202	31	season	season	NOUN
afs-127935	202	32	for	for	ADP
afs-127935	202	33	the	the	DET
afs-127935	202	34	world	world	NOUN
afs-127935	202	35	’s	’s	PART
afs-127935	202	36	six	six	NUM
afs-127935	202	37	most	most	ADV
afs-127935	202	38	widely	widely	ADV
afs-127935	202	39	grown	grow	VERB
afs-127935	202	40	crops	crop	NOUN
afs-127935	202	41	ranged	range	VERB
afs-127935	202	42	from	from	ADP
afs-127935	202	43	29	29	NUM
afs-127935	202	44	%	%	NOUN
afs-127935	202	45	(	(	PUNCT
afs-127935	202	46	for	for	ADP
afs-127935	202	47	rice	rice	NOUN
afs-127935	202	48	and	and	CCONJ
afs-127935	202	49	sorghum	sorghum	NOUN
afs-127935	202	50	)	)	PUNCT
afs-127935	202	51	to	to	ADP
afs-127935	202	52	65	65	NUM
afs-127935	202	53	%	%	NOUN
afs-127935	202	54	(	(	PUNCT
afs-127935	202	55	for	for	ADP
afs-127935	202	56	barley	barley	NOUN
afs-127935	202	57	)	)	PUNCT
afs-127935	202	58	.	.	PUNCT
afs-127935	203	1	in	in	ADP
afs-127935	203	2	comparison	comparison	NOUN
afs-127935	203	3	,	,	PUNCT
afs-127935	203	4	persson	persson	PROPN
afs-127935	203	5	and	and	CCONJ
afs-127935	203	6	höglind	höglind	PROPN
afs-127935	203	7	(	(	PUNCT
afs-127935	203	8	2014	2014	NUM
afs-127935	203	9	)	)	PUNCT
afs-127935	203	10	used	use	VERB
afs-127935	203	11	daily	daily	ADJ
afs-127935	203	12	temperature	temperature	NOUN
afs-127935	203	13	and	and	CCONJ
afs-127935	203	14	precipitation	precipitation	NOUN
afs-127935	203	15	as	as	ADP
afs-127935	203	16	inputs	input	NOUN
afs-127935	203	17	in	in	ADP
afs-127935	203	18	the	the	DET
afs-127935	203	19	process	process	NOUN
afs-127935	203	20	-	-	PUNCT
afs-127935	203	21	based	base	VERB
afs-127935	203	22	lingra	lingra	PROPN
afs-127935	203	23	model	model	NOUN
afs-127935	203	24	to	to	PART
afs-127935	203	25	predict	predict	VERB
afs-127935	203	26	future	future	ADJ
afs-127935	203	27	yield	yield	NOUN
afs-127935	203	28	.	.	PUNCT
afs-127935	204	1	jing	je	VERB
afs-127935	204	2	et	et	PROPN
afs-127935	204	3	al	al	PROPN
afs-127935	204	4	.	.	PROPN
afs-127935	205	1	(	(	PUNCT
afs-127935	205	2	2013	2013	NUM
afs-127935	205	3	)	)	PUNCT
afs-127935	205	4	used	use	VERB
afs-127935	205	5	the	the	DET
afs-127935	205	6	process	process	NOUN
afs-127935	205	7	-	-	PUNCT
afs-127935	205	8	based	base	VERB
afs-127935	205	9	catimo	catimo	ADJ
afs-127935	205	10	model	model	NOUN
afs-127935	205	11	that	that	PRON
afs-127935	205	12	also	also	ADV
afs-127935	205	13	considered	consider	VERB
afs-127935	205	14	temperature	temperature	NOUN
afs-127935	205	15	and	and	CCONJ
afs-127935	205	16	precipitation	precipitation	NOUN
afs-127935	205	17	as	as	ADP
afs-127935	205	18	input	input	NOUN
afs-127935	205	19	to	to	ADP
afs-127935	205	20	their	their	PRON
afs-127935	205	21	model	model	NOUN
afs-127935	205	22	.	.	PUNCT
afs-127935	206	1	we	we	PRON
afs-127935	206	2	found	find	VERB
afs-127935	206	3	in	in	ADP
afs-127935	206	4	initial	initial	ADJ
afs-127935	206	5	analyses	analysis	NOUN
afs-127935	206	6	that	that	SCONJ
afs-127935	206	7	the	the	DET
afs-127935	206	8	number	number	NOUN
afs-127935	206	9	of	of	ADP
afs-127935	206	10	days	day	NOUN
afs-127935	206	11	with	with	ADP
afs-127935	206	12	precipitation	precipitation	NOUN
afs-127935	206	13	(	(	PUNCT
afs-127935	206	14	>	>	NOUN
afs-127935	206	15	1	1	NUM
afs-127935	206	16	mm	mm	NOUN
afs-127935	206	17	)	)	PUNCT
afs-127935	206	18	gave	give	VERB
afs-127935	206	19	better	well	ADJ
afs-127935	206	20	predictions	prediction	NOUN
afs-127935	206	21	than	than	ADP
afs-127935	206	22	using	use	VERB
afs-127935	206	23	the	the	DET
afs-127935	206	24	amount	amount	NOUN
afs-127935	206	25	of	of	ADP
afs-127935	206	26	precipitation	precipitation	NOUN
afs-127935	206	27	itself	itself	PRON
afs-127935	206	28	(	(	PUNCT
afs-127935	206	29	see	see	VERB
afs-127935	206	30	supplementary	supplementary	ADJ
afs-127935	206	31	table	table	NOUN
afs-127935	206	32	s.4	s.4	NOUN
afs-127935	206	33	)	)	PUNCT
afs-127935	206	34	.	.	PUNCT
afs-127935	207	1	this	this	PRON
afs-127935	207	2	means	mean	VERB
afs-127935	207	3	that	that	SCONJ
afs-127935	207	4	an	an	DET
afs-127935	207	5	even	even	ADJ
afs-127935	207	6	distribution	distribution	NOUN
afs-127935	207	7	of	of	ADP
afs-127935	207	8	precipitation	precipitation	NOUN
afs-127935	207	9	in	in	ADP
afs-127935	207	10	june	june	PROPN
afs-127935	207	11	and	and	CCONJ
afs-127935	207	12	july	july	PROPN
afs-127935	207	13	has	have	VERB
afs-127935	207	14	a	a	DET
afs-127935	207	15	higher	high	ADJ
afs-127935	207	16	impact	impact	NOUN
afs-127935	207	17	on	on	ADP
afs-127935	207	18	yield	yield	NOUN
afs-127935	207	19	than	than	ADP
afs-127935	207	20	the	the	DET
afs-127935	207	21	actual	actual	ADJ
afs-127935	207	22	amount	amount	NOUN
afs-127935	207	23	of	of	ADP
afs-127935	207	24	precipitation	precipitation	NOUN
afs-127935	207	25	.	.	PUNCT
afs-127935	208	1	this	this	PRON
afs-127935	208	2	is	be	AUX
afs-127935	208	3	reasonable	reasonable	ADJ
afs-127935	208	4	,	,	PUNCT
afs-127935	208	5	considering	consider	VERB
afs-127935	208	6	that	that	SCONJ
afs-127935	208	7	june	june	PROPN
afs-127935	208	8	and	and	CCONJ
afs-127935	208	9	july	july	PROPN
afs-127935	208	10	are	be	AUX
afs-127935	208	11	the	the	DET
afs-127935	208	12	warmest	warm	ADJ
afs-127935	208	13	months	month	NOUN
afs-127935	208	14	in	in	ADP
afs-127935	208	15	norway	norway	PROPN
afs-127935	208	16	with	with	ADP
afs-127935	208	17	the	the	DET
afs-127935	208	18	highest	high	ADJ
afs-127935	208	19	evapotranspiration	evapotranspiration	NOUN
afs-127935	208	20	and	and	CCONJ
afs-127935	208	21	the	the	DET
afs-127935	208	22	highest	high	ADJ
afs-127935	208	23	risk	risk	NOUN
afs-127935	208	24	of	of	ADP
afs-127935	208	25	a	a	DET
afs-127935	208	26	water	water	NOUN
afs-127935	208	27	deficit	deficit	NOUN
afs-127935	208	28	.	.	PUNCT
afs-127935	209	1	a	a	DET
afs-127935	209	2	similar	similar	ADJ
afs-127935	209	3	phenomenon	phenomenon	NOUN
afs-127935	209	4	was	be	AUX
afs-127935	209	5	seen	see	VERB
afs-127935	209	6	by	by	ADP
afs-127935	209	7	virkajärvi	virkajärvi	PROPN
afs-127935	209	8	(	(	PUNCT
afs-127935	209	9	2003	2003	NUM
afs-127935	209	10	)	)	PUNCT
afs-127935	209	11	who	who	PRON
afs-127935	209	12	observed	observe	VERB
afs-127935	209	13	that	that	SCONJ
afs-127935	209	14	smaller	small	ADJ
afs-127935	209	15	but	but	CCONJ
afs-127935	209	16	frequent	frequent	ADJ
afs-127935	209	17	rain	rain	NOUN
afs-127935	209	18	showers	shower	NOUN
afs-127935	209	19	(	(	PUNCT
afs-127935	209	20	<	<	X
afs-127935	209	21	5	5	NUM
afs-127935	209	22	mm	mm	NOUN
afs-127935	209	23	)	)	PUNCT
afs-127935	209	24	were	be	AUX
afs-127935	209	25	more	more	ADV
afs-127935	209	26	important	important	ADJ
afs-127935	209	27	for	for	ADP
afs-127935	209	28	sward	sward	NOUN
afs-127935	209	29	production	production	NOUN
afs-127935	209	30	than	than	ADP
afs-127935	209	31	the	the	DET
afs-127935	209	32	soil	soil	NOUN
afs-127935	209	33	moisture	moisture	NOUN
afs-127935	209	34	content	content	NOUN
afs-127935	209	35	(	(	PUNCT
afs-127935	209	36	at	at	ADP
afs-127935	209	37	20	20	NUM
afs-127935	209	38	cm	cm	NUM
afs-127935	209	39	depth	depth	NOUN
afs-127935	209	40	)	)	PUNCT
afs-127935	209	41	.	.	PUNCT
afs-127935	210	1	timothy	timothy	PROPN
afs-127935	210	2	has	have	AUX
afs-127935	210	3	,	,	PUNCT
afs-127935	210	4	in	in	ADP
afs-127935	210	5	general	general	ADJ
afs-127935	210	6	,	,	PUNCT
afs-127935	210	7	a	a	DET
afs-127935	210	8	low	low	ADJ
afs-127935	210	9	regrowth	regrowth	NOUN
afs-127935	210	10	capacity	capacity	NOUN
afs-127935	210	11	after	after	ADP
afs-127935	210	12	1st	1st	ADJ
afs-127935	210	13	cut	cut	NOUN
afs-127935	210	14	compared	compare	VERB
afs-127935	210	15	to	to	ADP
afs-127935	210	16	many	many	ADJ
afs-127935	210	17	other	other	ADJ
afs-127935	210	18	grasses	grass	NOUN
afs-127935	210	19	(	(	PUNCT
afs-127935	210	20	lemeziene	lemeziene	NOUN
afs-127935	210	21	2004	2004	NUM
afs-127935	210	22	)	)	PUNCT
afs-127935	210	23	.	.	PUNCT
afs-127935	211	1	the	the	DET
afs-127935	211	2	root	root	NOUN
afs-127935	211	3	system	system	NOUN
afs-127935	211	4	is	be	AUX
afs-127935	211	5	rather	rather	ADV
afs-127935	211	6	shallow	shallow	ADJ
afs-127935	211	7	and	and	CCONJ
afs-127935	211	8	has	have	VERB
afs-127935	211	9	low	low	ADJ
afs-127935	211	10	tolerance	tolerance	NOUN
afs-127935	211	11	to	to	ADP
afs-127935	211	12	drought	drought	NOUN
afs-127935	211	13	during	during	ADP
afs-127935	211	14	this	this	DET
afs-127935	211	15	period	period	NOUN
afs-127935	211	16	(	(	PUNCT
afs-127935	211	17	garwood	garwood	NOUN
afs-127935	211	18	and	and	CCONJ
afs-127935	211	19	sinclair	sinclair	PROPN
afs-127935	211	20	1979	1979	NUM
afs-127935	211	21	,	,	PUNCT
afs-127935	211	22	garwood	garwood	PROPN
afs-127935	211	23	et	et	PROPN
afs-127935	211	24	al	al	PROPN
afs-127935	211	25	.	.	PROPN
afs-127935	211	26	1979	1979	NUM
afs-127935	211	27	)	)	PUNCT
afs-127935	211	28	.	.	PUNCT
afs-127935	212	1	the	the	DET
afs-127935	212	2	optimal	optimal	ADJ
afs-127935	212	3	agro	agro	ADJ
afs-127935	212	4	-	-	ADJ
afs-127935	212	5	climatic	climatic	ADJ
afs-127935	212	6	predictors	predictor	NOUN
afs-127935	212	7	were	be	AUX
afs-127935	212	8	found	find	VERB
afs-127935	212	9	to	to	PART
afs-127935	212	10	be	be	AUX
afs-127935	212	11	monthly	monthly	ADJ
afs-127935	212	12	rather	rather	ADV
afs-127935	212	13	than	than	ADP
afs-127935	212	14	seasonal	seasonal	ADJ
afs-127935	212	15	variables	variable	NOUN
afs-127935	212	16	,	,	PUNCT
afs-127935	212	17	which	which	PRON
afs-127935	212	18	may	may	AUX
afs-127935	212	19	be	be	AUX
afs-127935	212	20	surprising	surprising	ADJ
afs-127935	212	21	as	as	SCONJ
afs-127935	212	22	the	the	DET
afs-127935	212	23	plant	plant	NOUN
afs-127935	212	24	grows	grow	VERB
afs-127935	212	25	throughout	throughout	ADP
afs-127935	212	26	the	the	DET
afs-127935	212	27	season	season	NOUN
afs-127935	212	28	.	.	PUNCT
afs-127935	213	1	however	however	ADV
afs-127935	213	2	,	,	PUNCT
afs-127935	213	3	the	the	DET
afs-127935	213	4	growth	growth	NOUN
afs-127935	213	5	will	will	AUX
afs-127935	213	6	be	be	AUX
afs-127935	213	7	relatively	relatively	ADV
afs-127935	213	8	more	more	ADV
afs-127935	213	9	affected	affect	VERB
afs-127935	213	10	by	by	ADP
afs-127935	213	11	temperature	temperature	NOUN
afs-127935	213	12	in	in	ADP
afs-127935	213	13	the	the	DET
afs-127935	213	14	month	month	NOUN
afs-127935	213	15	with	with	ADP
afs-127935	213	16	the	the	DET
afs-127935	213	17	highest	high	ADJ
afs-127935	213	18	temperatures	temperature	NOUN
afs-127935	213	19	than	than	ADP
afs-127935	213	20	in	in	ADP
afs-127935	213	21	cooler	cooler	ADJ
afs-127935	213	22	months	month	NOUN
afs-127935	213	23	.	.	PUNCT
afs-127935	214	1	the	the	DET
afs-127935	214	2	warmest	warm	ADJ
afs-127935	214	3	month	month	NOUN
afs-127935	214	4	therefore	therefore	ADV
afs-127935	214	5	acts	act	VERB
afs-127935	214	6	as	as	ADP
afs-127935	214	7	a	a	DET
afs-127935	214	8	more	more	ADV
afs-127935	214	9	parsimonious	parsimonious	ADJ
afs-127935	214	10	description	description	NOUN
afs-127935	214	11	of	of	ADP
afs-127935	214	12	the	the	DET
afs-127935	214	13	driver	driver	NOUN
afs-127935	214	14	of	of	ADP
afs-127935	214	15	yield	yield	NOUN
afs-127935	214	16	.	.	PUNCT
afs-127935	215	1	even	even	ADV
afs-127935	215	2	though	though	SCONJ
afs-127935	215	3	the	the	DET
afs-127935	215	4	information	information	NOUN
afs-127935	215	5	content	content	NOUN
afs-127935	215	6	may	may	AUX
afs-127935	215	7	be	be	AUX
afs-127935	215	8	regarded	regard	VERB
afs-127935	215	9	as	as	ADP
afs-127935	215	10	higher	high	ADJ
afs-127935	215	11	for	for	ADP
afs-127935	215	12	seasonal	seasonal	ADJ
afs-127935	215	13	variables	variable	NOUN
afs-127935	215	14	,	,	PUNCT
afs-127935	215	15	there	there	PRON
afs-127935	215	16	is	be	VERB
afs-127935	215	17	also	also	ADV
afs-127935	215	18	more	more	ADV
afs-127935	215	19	random	random	ADJ
afs-127935	215	20	noise	noise	NOUN
afs-127935	215	21	,	,	PUNCT
afs-127935	215	22	and	and	CCONJ
afs-127935	215	23	to	to	PART
afs-127935	215	24	exploit	exploit	VERB
afs-127935	215	25	the	the	DET
afs-127935	215	26	additional	additional	ADJ
afs-127935	215	27	information	information	NOUN
afs-127935	215	28	,	,	PUNCT
afs-127935	215	29	one	one	PRON
afs-127935	215	30	would	would	AUX
afs-127935	215	31	require	require	VERB
afs-127935	215	32	a	a	DET
afs-127935	215	33	more	more	ADV
afs-127935	215	34	complex	complex	ADJ
afs-127935	215	35	model	model	NOUN
afs-127935	215	36	at	at	ADP
afs-127935	215	37	the	the	DET
afs-127935	215	38	cost	cost	NOUN
afs-127935	215	39	of	of	ADP
afs-127935	215	40	generalizability	generalizability	NOUN
afs-127935	215	41	.	.	PUNCT
afs-127935	216	1	the	the	DET
afs-127935	216	2	signs	sign	NOUN
afs-127935	216	3	of	of	ADP
afs-127935	216	4	quadratic	quadratic	ADJ
afs-127935	216	5	terms	term	NOUN
afs-127935	216	6	were	be	AUX
afs-127935	216	7	found	find	VERB
afs-127935	216	8	to	to	PART
afs-127935	216	9	be	be	AUX
afs-127935	216	10	negative	negative	ADJ
afs-127935	216	11	for	for	ADP
afs-127935	216	12	both	both	CCONJ
afs-127935	216	13	gdd	gdd	PROPN
afs-127935	216	14	and	and	CCONJ
afs-127935	216	15	rainy	rainy	ADJ
afs-127935	216	16	days	day	NOUN
afs-127935	216	17	and	and	CCONJ
afs-127935	216	18	each	each	PRON
afs-127935	216	19	of	of	ADP
afs-127935	216	20	the	the	DET
afs-127935	216	21	three	three	NUM
afs-127935	216	22	ley	ley	ADJ
afs-127935	216	23	years	year	NOUN
afs-127935	216	24	.	.	PUNCT
afs-127935	217	1	this	this	PRON
afs-127935	217	2	implies	imply	VERB
afs-127935	217	3	that	that	SCONJ
afs-127935	217	4	there	there	PRON
afs-127935	217	5	is	be	VERB
afs-127935	217	6	an	an	DET
afs-127935	217	7	optimal	optimal	ADJ
afs-127935	217	8	temperature	temperature	NOUN
afs-127935	217	9	and	and	CCONJ
afs-127935	217	10	an	an	DET
afs-127935	217	11	optimal	optimal	ADJ
afs-127935	217	12	rain	rain	NOUN
afs-127935	217	13	frequency	frequency	NOUN
afs-127935	217	14	,	,	PUNCT
afs-127935	217	15	as	as	SCONJ
afs-127935	217	16	seen	see	VERB
afs-127935	217	17	in	in	ADP
afs-127935	217	18	figure	figure	NOUN
afs-127935	217	19	3	3	NUM
afs-127935	217	20	.	.	PUNCT
afs-127935	218	1	the	the	DET
afs-127935	218	2	gdd	gdd	PROPN
afs-127935	218	3	optimum	optimum	NOUN
afs-127935	218	4	for	for	ADP
afs-127935	218	5	july	july	PROPN
afs-127935	218	6	was	be	AUX
afs-127935	218	7	observed	observe	VERB
afs-127935	218	8	at	at	ADP
afs-127935	218	9	300–320	300–320	NUM
afs-127935	218	10	,	,	PUNCT
afs-127935	218	11	which	which	PRON
afs-127935	218	12	corresponds	correspond	VERB
afs-127935	218	13	to	to	ADP
afs-127935	218	14	an	an	DET
afs-127935	218	15	average	average	NOUN
afs-127935	218	16	of	of	ADP
afs-127935	218	17	9.7–10.3	9.7–10.3	NUM
afs-127935	218	18	growing	grow	VERB
afs-127935	218	19	degrees	degree	NOUN
afs-127935	218	20	per	per	ADP
afs-127935	218	21	day	day	NOUN
afs-127935	218	22	.	.	PUNCT
afs-127935	219	1	adjusting	adjust	VERB
afs-127935	219	2	for	for	ADP
afs-127935	219	3	the	the	DET
afs-127935	219	4	base	base	NOUN
afs-127935	219	5	temperature	temperature	NOUN
afs-127935	219	6	of	of	ADP
afs-127935	219	7	5	5	NUM
afs-127935	219	8	°	°	NOUN
afs-127935	219	9	c	c	NOUN
afs-127935	219	10	,	,	PUNCT
afs-127935	219	11	this	this	PRON
afs-127935	219	12	can	can	AUX
afs-127935	219	13	be	be	AUX
afs-127935	219	14	interpreted	interpret	VERB
afs-127935	219	15	as	as	ADP
afs-127935	219	16	an	an	DET
afs-127935	219	17	average	average	ADJ
afs-127935	219	18	daily	daily	ADJ
afs-127935	219	19	temperature	temperature	NOUN
afs-127935	219	20	of	of	ADP
afs-127935	219	21	around	around	ADV
afs-127935	219	22	15	15	NUM
afs-127935	219	23	°	°	NOUN
afs-127935	219	24	c	c	NOUN
afs-127935	219	25	.	.	PUNCT
afs-127935	220	1	this	this	PRON
afs-127935	220	2	is	be	AUX
afs-127935	220	3	lower	low	ADJ
afs-127935	220	4	than	than	ADP
afs-127935	220	5	the	the	DET
afs-127935	220	6	optimal	optimal	ADJ
afs-127935	220	7	temperature	temperature	NOUN
afs-127935	220	8	found	find	VERB
afs-127935	220	9	by	by	ADP
afs-127935	220	10	baker	baker	PROPN
afs-127935	220	11	and	and	CCONJ
afs-127935	220	12	jung	jung	PROPN
afs-127935	220	13	(	(	PUNCT
afs-127935	220	14	1968	1968	NUM
afs-127935	220	15	)	)	PUNCT
afs-127935	220	16	but	but	CCONJ
afs-127935	220	17	agrees	agree	VERB
afs-127935	220	18	with	with	ADP
afs-127935	220	19	bertrand	bertrand	PROPN
afs-127935	220	20	et	et	PROPN
afs-127935	220	21	al	al	PROPN
afs-127935	220	22	.	.	PROPN
afs-127935	221	1	(	(	PUNCT
afs-127935	221	2	2008	2008	NUM
afs-127935	221	3	)	)	PUNCT
afs-127935	221	4	who	who	PRON
afs-127935	221	5	found	find	VERB
afs-127935	221	6	an	an	DET
afs-127935	221	7	optimum	optimum	ADJ
afs-127935	221	8	daytime	daytime	NOUN
afs-127935	221	9	temperature	temperature	NOUN
afs-127935	221	10	of	of	ADP
afs-127935	221	11	17	17	NUM
afs-127935	221	12	°	°	NOUN
afs-127935	221	13	c	c	NOUN
afs-127935	221	14	for	for	ADP
afs-127935	221	15	the	the	DET
afs-127935	221	16	growth	growth	NOUN
afs-127935	221	17	of	of	ADP
afs-127935	221	18	timothy	timothy	PROPN
afs-127935	221	19	in	in	ADP
afs-127935	221	20	summer	summer	NOUN
afs-127935	221	21	.	.	PUNCT
afs-127935	222	1	these	these	PRON
afs-127935	222	2	results	result	VERB
afs-127935	222	3	fig	fig	NOUN
afs-127935	222	4	.	.	PUNCT
afs-127935	223	1	5	5	X
afs-127935	223	2	.	.	PUNCT
afs-127935	223	3	the	the	DET
afs-127935	223	4	distributions	distribution	NOUN
afs-127935	223	5	of	of	ADP
afs-127935	223	6	the	the	DET
afs-127935	223	7	predictors	predictor	NOUN
afs-127935	223	8	,	,	PUNCT
afs-127935	223	9	gdd	gdd	PROPN
afs-127935	223	10	in	in	ADP
afs-127935	223	11	july	july	PROPN
afs-127935	223	12	,	,	PUNCT
afs-127935	223	13	and	and	CCONJ
afs-127935	223	14	the	the	DET
afs-127935	223	15	number	number	NOUN
afs-127935	223	16	of	of	ADP
afs-127935	223	17	rainy	rainy	ADJ
afs-127935	223	18	days	day	NOUN
afs-127935	223	19	in	in	ADP
afs-127935	223	20	june	june	PROPN
afs-127935	223	21	–	–	PUNCT
afs-127935	223	22	july	july	PROPN
afs-127935	223	23	,	,	PUNCT
afs-127935	223	24	for	for	ADP
afs-127935	223	25	the	the	DET
afs-127935	223	26	observed	observed	ADJ
afs-127935	223	27	period	period	NOUN
afs-127935	223	28	1988	1988	NUM
afs-127935	223	29	–	–	PUNCT
afs-127935	223	30	2017	2017	NUM
afs-127935	223	31	(	(	PUNCT
afs-127935	223	32	black	black	NOUN
afs-127935	223	33	)	)	PUNCT
afs-127935	223	34	and	and	CCONJ
afs-127935	223	35	for	for	ADP
afs-127935	223	36	the	the	DET
afs-127935	223	37	projected	project	VERB
afs-127935	223	38	periods	period	NOUN
afs-127935	223	39	2050–2059	2050–2059	NUM
afs-127935	223	40	(	(	PUNCT
afs-127935	223	41	red	red	ADJ
afs-127935	223	42	)	)	PUNCT
afs-127935	223	43	and	and	CCONJ
afs-127935	223	44	2090–2099	2090–2099	NUM
afs-127935	223	45	(	(	PUNCT
afs-127935	223	46	green	green	NOUN
afs-127935	223	47	)	)	PUNCT
afs-127935	223	48	for	for	ADP
afs-127935	223	49	all	all	DET
afs-127935	223	50	locations	location	NOUN
afs-127935	223	51	(	(	PUNCT
afs-127935	223	52	left	leave	VERB
afs-127935	223	53	panel	panel	NOUN
afs-127935	223	54	)	)	PUNCT
afs-127935	223	55	,	,	PUNCT
afs-127935	223	56	apelsvoll	apelsvoll	NOUN
afs-127935	223	57	in	in	ADP
afs-127935	223	58	southeastern	southeastern	ADJ
afs-127935	223	59	norway	norway	PROPN
afs-127935	223	60	(	(	PUNCT
afs-127935	223	61	middle	middle	ADJ
afs-127935	223	62	panel	panel	NOUN
afs-127935	223	63	)	)	PUNCT
afs-127935	223	64	and	and	CCONJ
afs-127935	223	65	holt	holt	VERB
afs-127935	223	66	in	in	ADP
afs-127935	223	67	northern	northern	ADJ
afs-127935	223	68	norway	norway	PROPN
afs-127935	223	69	(	(	PUNCT
afs-127935	223	70	right	right	ADJ
afs-127935	223	71	panel	panel	NOUN
afs-127935	223	72	)	)	PUNCT
afs-127935	223	73	.	.	PUNCT
afs-127935	224	1	the	the	DET
afs-127935	224	2	medians	median	NOUN
afs-127935	224	3	for	for	ADP
afs-127935	224	4	all	all	DET
afs-127935	224	5	distributions	distribution	NOUN
afs-127935	224	6	are	be	AUX
afs-127935	224	7	shown	show	VERB
afs-127935	224	8	by	by	ADP
afs-127935	224	9	crosses	crosse	NOUN
afs-127935	224	10	in	in	ADP
afs-127935	224	11	a	a	DET
afs-127935	224	12	corresponding	corresponding	ADJ
afs-127935	224	13	darker	dark	ADJ
afs-127935	224	14	color	color	NOUN
afs-127935	224	15	.	.	PUNCT
afs-127935	225	1	agricultural	agricultural	ADJ
afs-127935	225	2	and	and	CCONJ
afs-127935	225	3	food	food	NOUN
afs-127935	225	4	science	science	NOUN
afs-127935	225	5	(	(	PUNCT
afs-127935	225	6	2023	2023	NUM
afs-127935	225	7	)	)	PUNCT
afs-127935	225	8	32	32	NUM
afs-127935	225	9	:	:	PUNCT
afs-127935	225	10	80–93	80–93	NUM
afs-127935	225	11	90	90	NUM
afs-127935	225	12	also	also	ADV
afs-127935	225	13	agree	agree	VERB
afs-127935	225	14	with	with	ADP
afs-127935	225	15	experiments	experiment	NOUN
afs-127935	225	16	from	from	ADP
afs-127935	225	17	countries	country	NOUN
afs-127935	225	18	with	with	ADP
afs-127935	225	19	low	low	ADJ
afs-127935	225	20	summer	summer	NOUN
afs-127935	225	21	temperatures	temperature	NOUN
afs-127935	225	22	,	,	PUNCT
afs-127935	225	23	showing	show	VERB
afs-127935	225	24	that	that	SCONJ
afs-127935	225	25	cool	cool	ADJ
afs-127935	225	26	-	-	PUNCT
afs-127935	225	27	season	season	NOUN
afs-127935	225	28	grasses	grass	NOUN
afs-127935	225	29	can	can	AUX
afs-127935	225	30	grow	grow	VERB
afs-127935	225	31	quickly	quickly	ADV
afs-127935	225	32	at	at	ADP
afs-127935	225	33	lower	low	ADJ
afs-127935	225	34	temperatures	temperature	NOUN
afs-127935	225	35	(	(	PUNCT
afs-127935	225	36	thorvaldsson	thorvaldsson	NOUN
afs-127935	225	37	and	and	CCONJ
afs-127935	225	38	martin	martin	PROPN
afs-127935	225	39	2004	2004	NUM
afs-127935	225	40	)	)	PUNCT
afs-127935	225	41	.	.	PUNCT
afs-127935	226	1	longer	long	ADJ
afs-127935	226	2	photoperiods	photoperiod	NOUN
afs-127935	226	3	at	at	ADP
afs-127935	226	4	higher	high	ADJ
afs-127935	226	5	latitudes	latitude	NOUN
afs-127935	226	6	may	may	AUX
afs-127935	226	7	also	also	ADV
afs-127935	226	8	partly	partly	ADV
afs-127935	226	9	compensate	compensate	VERB
afs-127935	226	10	for	for	ADP
afs-127935	226	11	the	the	DET
afs-127935	226	12	lower	low	ADJ
afs-127935	226	13	growth	growth	NOUN
afs-127935	226	14	temperature	temperature	NOUN
afs-127935	226	15	(	(	PUNCT
afs-127935	226	16	hay	hay	NOUN
afs-127935	226	17	1990	1990	NUM
afs-127935	226	18	,	,	PUNCT
afs-127935	226	19	mølmann	mølmann	PROPN
afs-127935	226	20	et	et	PROPN
afs-127935	226	21	al	al	PROPN
afs-127935	226	22	.	.	PROPN
afs-127935	226	23	2021	2021	NUM
afs-127935	226	24	)	)	PUNCT
afs-127935	226	25	.	.	PUNCT
afs-127935	227	1	the	the	DET
afs-127935	227	2	optimal	optimal	ADJ
afs-127935	227	3	precipitation	precipitation	NOUN
afs-127935	227	4	frequency	frequency	NOUN
afs-127935	227	5	in	in	ADP
afs-127935	227	6	june	june	PROPN
afs-127935	227	7	-	-	PUNCT
afs-127935	227	8	july	july	PROPN
afs-127935	227	9	was	be	AUX
afs-127935	227	10	found	find	VERB
afs-127935	227	11	at	at	ADP
afs-127935	227	12	19	19	NUM
afs-127935	227	13	rainy	rainy	ADJ
afs-127935	227	14	days	day	NOUN
afs-127935	227	15	in	in	ADP
afs-127935	227	16	ley	ley	ADJ
afs-127935	227	17	year	year	NOUN
afs-127935	227	18	1	1	NUM
afs-127935	227	19	and	and	CCONJ
afs-127935	227	20	30	30	NUM
afs-127935	227	21	rainy	rainy	ADJ
afs-127935	227	22	days	day	NOUN
afs-127935	227	23	in	in	ADP
afs-127935	227	24	ley	ley	ADJ
afs-127935	227	25	year	year	NOUN
afs-127935	227	26	2	2	NUM
afs-127935	227	27	but	but	CCONJ
afs-127935	227	28	showed	show	VERB
afs-127935	227	29	a	a	DET
afs-127935	227	30	rather	rather	ADV
afs-127935	227	31	flat	flat	ADJ
afs-127935	227	32	pattern	pattern	NOUN
afs-127935	227	33	with	with	ADP
afs-127935	227	34	no	no	DET
afs-127935	227	35	distinct	distinct	ADJ
afs-127935	227	36	optimum	optimum	NOUN
afs-127935	227	37	in	in	ADP
afs-127935	227	38	ley	ley	ADJ
afs-127935	227	39	year	year	NOUN
afs-127935	227	40	3	3	NUM
afs-127935	227	41	.	.	PUNCT
afs-127935	228	1	this	this	PRON
afs-127935	228	2	suggests	suggest	VERB
afs-127935	228	3	that	that	SCONJ
afs-127935	228	4	timothy	timothy	PROPN
afs-127935	228	5	is	be	AUX
afs-127935	228	6	less	less	ADV
afs-127935	228	7	sensitive	sensitive	ADJ
afs-127935	228	8	to	to	ADP
afs-127935	228	9	both	both	PRON
afs-127935	228	10	more	more	ADJ
afs-127935	228	11	and	and	CCONJ
afs-127935	228	12	less	less	ADV
afs-127935	228	13	frequent	frequent	ADJ
afs-127935	228	14	precipitation	precipitation	NOUN
afs-127935	228	15	as	as	SCONJ
afs-127935	228	16	plants	plant	NOUN
afs-127935	228	17	become	become	VERB
afs-127935	228	18	older	old	ADJ
afs-127935	228	19	,	,	PUNCT
afs-127935	228	20	which	which	PRON
afs-127935	228	21	may	may	AUX
afs-127935	228	22	be	be	AUX
afs-127935	228	23	attributed	attribute	VERB
afs-127935	228	24	to	to	ADP
afs-127935	228	25	a	a	DET
afs-127935	228	26	higher	high	ADJ
afs-127935	228	27	root	root	NOUN
afs-127935	228	28	density	density	NOUN
afs-127935	228	29	with	with	ADP
afs-127935	228	30	increasing	increase	VERB
afs-127935	228	31	plant	plant	NOUN
afs-127935	228	32	age	age	NOUN
afs-127935	228	33	.	.	PUNCT
afs-127935	229	1	in	in	ADP
afs-127935	229	2	timothy	timothy	PROPN
afs-127935	229	3	and	and	CCONJ
afs-127935	229	4	other	other	ADJ
afs-127935	229	5	perennial	perennial	ADJ
afs-127935	229	6	grasses	grass	NOUN
afs-127935	229	7	,	,	PUNCT
afs-127935	229	8	the	the	DET
afs-127935	229	9	increase	increase	NOUN
afs-127935	229	10	in	in	ADP
afs-127935	229	11	root	root	NOUN
afs-127935	229	12	biomass	biomass	NOUN
afs-127935	229	13	with	with	ADP
afs-127935	229	14	increasing	increase	VERB
afs-127935	229	15	age	age	NOUN
afs-127935	229	16	mostly	mostly	ADV
afs-127935	229	17	occurs	occur	VERB
afs-127935	229	18	in	in	ADP
afs-127935	229	19	the	the	DET
afs-127935	229	20	upper	upper	ADJ
afs-127935	229	21	15	15	NUM
afs-127935	229	22	cm	cm	NOUN
afs-127935	229	23	(	(	PUNCT
afs-127935	229	24	bolinder	bolinder	NOUN
afs-127935	229	25	et	et	PROPN
afs-127935	229	26	al	al	PROPN
afs-127935	229	27	.	.	PROPN
afs-127935	229	28	2002	2002	NUM
afs-127935	229	29	)	)	PUNCT
afs-127935	229	30	,	,	PUNCT
afs-127935	229	31	which	which	PRON
afs-127935	229	32	is	be	AUX
afs-127935	229	33	important	important	ADJ
afs-127935	229	34	to	to	PART
afs-127935	229	35	make	make	VERB
afs-127935	229	36	the	the	DET
afs-127935	229	37	sward	sward	NOUN
afs-127935	229	38	more	more	ADJ
afs-127935	229	39	drought	drought	NOUN
afs-127935	229	40	tolerant	tolerant	ADJ
afs-127935	229	41	in	in	ADP
afs-127935	229	42	dry	dry	ADJ
afs-127935	229	43	summers	summer	NOUN
afs-127935	229	44	and	and	CCONJ
afs-127935	229	45	more	more	ADV
afs-127935	229	46	robust	robust	ADJ
afs-127935	229	47	to	to	ADP
afs-127935	229	48	traffic	traffic	NOUN
afs-127935	229	49	damage	damage	NOUN
afs-127935	229	50	in	in	ADP
afs-127935	229	51	rainy	rainy	ADJ
afs-127935	229	52	summers	summer	NOUN
afs-127935	229	53	.	.	PUNCT
afs-127935	230	1	projection	projection	NOUN
afs-127935	230	2	of	of	ADP
afs-127935	230	3	future	future	ADJ
afs-127935	230	4	dm	dm	PROPN
afs-127935	230	5	yields	yield	NOUN
afs-127935	230	6	in	in	ADP
afs-127935	230	7	various	various	ADJ
afs-127935	230	8	parts	part	NOUN
afs-127935	230	9	of	of	ADP
afs-127935	230	10	norway	norway	NOUN
afs-127935	230	11	the	the	DET
afs-127935	230	12	projections	projection	NOUN
afs-127935	230	13	showed	show	VERB
afs-127935	230	14	that	that	SCONJ
afs-127935	230	15	changes	change	NOUN
afs-127935	230	16	in	in	ADP
afs-127935	230	17	forage	forage	NOUN
afs-127935	230	18	yields	yield	NOUN
afs-127935	230	19	in	in	ADP
afs-127935	230	20	the	the	DET
afs-127935	230	21	future	future	NOUN
afs-127935	230	22	may	may	AUX
afs-127935	230	23	differ	differ	VERB
afs-127935	230	24	substantially	substantially	ADV
afs-127935	230	25	across	across	ADP
afs-127935	230	26	norway	norway	PROPN
afs-127935	230	27	.	.	PUNCT
afs-127935	231	1	the	the	DET
afs-127935	231	2	results	result	NOUN
afs-127935	231	3	for	for	ADP
afs-127935	231	4	the	the	DET
afs-127935	231	5	eight	eight	NUM
afs-127935	231	6	locations	location	NOUN
afs-127935	231	7	suggested	suggest	VERB
afs-127935	231	8	three	three	NUM
afs-127935	231	9	groupings	grouping	NOUN
afs-127935	231	10	based	base	VERB
afs-127935	231	11	on	on	ADP
afs-127935	231	12	yield	yield	NOUN
afs-127935	231	13	projections	projection	NOUN
afs-127935	231	14	:	:	PUNCT
afs-127935	231	15	eastern	eastern	ADJ
afs-127935	231	16	(	(	PUNCT
afs-127935	231	17	apelsvoll	apelsvoll	NOUN
afs-127935	231	18	)	)	PUNCT
afs-127935	231	19	,	,	PUNCT
afs-127935	231	20	southern	southern	ADJ
afs-127935	231	21	(	(	PUNCT
afs-127935	231	22	særheim	særheim	NOUN
afs-127935	231	23	)	)	PUNCT
afs-127935	231	24	,	,	PUNCT
afs-127935	231	25	and	and	CCONJ
afs-127935	231	26	central	central	ADJ
afs-127935	231	27	norway	norway	NOUN
afs-127935	231	28	(	(	PUNCT
afs-127935	231	29	kvithamar	kvithamar	PROPN
afs-127935	231	30	)	)	PUNCT
afs-127935	231	31	were	be	AUX
afs-127935	231	32	characterized	characterize	VERB
afs-127935	231	33	by	by	ADP
afs-127935	231	34	a	a	DET
afs-127935	231	35	reduction	reduction	NOUN
afs-127935	231	36	in	in	ADP
afs-127935	231	37	yield	yield	NOUN
afs-127935	231	38	in	in	ADP
afs-127935	231	39	the	the	DET
afs-127935	231	40	future	future	NOUN
afs-127935	231	41	.	.	PUNCT
afs-127935	232	1	at	at	ADP
afs-127935	232	2	fureneset	fureneset	NOUN
afs-127935	232	3	,	,	PUNCT
afs-127935	232	4	tjøtta	tjøtta	PROPN
afs-127935	232	5	,	,	PUNCT
afs-127935	232	6	and	and	CCONJ
afs-127935	232	7	vågønes	vågøne	VERB
afs-127935	232	8	the	the	DET
afs-127935	232	9	yield	yield	NOUN
afs-127935	232	10	was	be	AUX
afs-127935	232	11	predicted	predict	VERB
afs-127935	232	12	to	to	PART
afs-127935	232	13	increase	increase	VERB
afs-127935	232	14	until	until	ADP
afs-127935	232	15	2050–2059	2050–2059	NUM
afs-127935	232	16	(	(	PUNCT
afs-127935	232	17	especially	especially	ADV
afs-127935	232	18	at	at	ADP
afs-127935	232	19	tjøtta	tjøtta	NOUN
afs-127935	232	20	and	and	CCONJ
afs-127935	232	21	vågønes	vågøne	NOUN
afs-127935	232	22	)	)	PUNCT
afs-127935	232	23	and	and	CCONJ
afs-127935	232	24	then	then	ADV
afs-127935	232	25	decrease	decrease	VERB
afs-127935	232	26	again	again	ADV
afs-127935	232	27	towards	towards	ADP
afs-127935	232	28	2100	2100	NUM
afs-127935	232	29	.	.	PUNCT
afs-127935	233	1	the	the	DET
afs-127935	233	2	yield	yield	NOUN
afs-127935	233	3	at	at	ADP
afs-127935	233	4	the	the	DET
afs-127935	233	5	northernmost	northernmost	ADJ
afs-127935	233	6	location	location	NOUN
afs-127935	233	7	holt	holt	PROPN
afs-127935	233	8	in	in	ADP
afs-127935	233	9	tromsø	tromsø	PROPN
afs-127935	233	10	was	be	AUX
afs-127935	233	11	predicted	predict	VERB
afs-127935	233	12	to	to	PART
afs-127935	233	13	increase	increase	VERB
afs-127935	233	14	right	right	ADV
afs-127935	233	15	up	up	ADP
afs-127935	233	16	to	to	ADP
afs-127935	233	17	2100	2100	NUM
afs-127935	233	18	,	,	PUNCT
afs-127935	233	19	but	but	CCONJ
afs-127935	233	20	with	with	ADP
afs-127935	233	21	the	the	DET
afs-127935	233	22	most	most	ADV
afs-127935	233	23	rapid	rapid	ADJ
afs-127935	233	24	increase	increase	NOUN
afs-127935	233	25	from	from	ADP
afs-127935	233	26	the	the	DET
afs-127935	233	27	present	present	NOUN
afs-127935	233	28	until	until	ADP
afs-127935	233	29	2050–2059	2050–2059	NUM
afs-127935	233	30	.	.	PUNCT
afs-127935	234	1	interior	interior	ADJ
afs-127935	234	2	areas	area	NOUN
afs-127935	234	3	(	(	PUNCT
afs-127935	234	4	eastern	eastern	PROPN
afs-127935	234	5	norway	norway	PROPN
afs-127935	234	6	)	)	PUNCT
afs-127935	234	7	may	may	AUX
afs-127935	234	8	experience	experience	VERB
afs-127935	234	9	a	a	DET
afs-127935	234	10	substantial	substantial	ADJ
afs-127935	234	11	decrease	decrease	NOUN
afs-127935	234	12	and	and	CCONJ
afs-127935	234	13	higher	high	ADJ
afs-127935	234	14	variability	variability	NOUN
afs-127935	234	15	in	in	ADP
afs-127935	234	16	dm	dm	PROPN
afs-127935	234	17	yields	yield	NOUN
afs-127935	234	18	in	in	ADP
afs-127935	234	19	the	the	DET
afs-127935	234	20	future	future	NOUN
afs-127935	234	21	due	due	ADP
afs-127935	234	22	to	to	ADP
afs-127935	234	23	increasing	increase	VERB
afs-127935	234	24	temperatures	temperature	NOUN
afs-127935	234	25	and	and	CCONJ
afs-127935	234	26	decreasing	decrease	VERB
afs-127935	234	27	frequency	frequency	NOUN
afs-127935	234	28	of	of	ADP
afs-127935	234	29	precipitation	precipitation	NOUN
afs-127935	234	30	.	.	PUNCT
afs-127935	235	1	our	our	PRON
afs-127935	235	2	projections	projection	NOUN
afs-127935	235	3	,	,	PUNCT
afs-127935	235	4	therefore	therefore	ADV
afs-127935	235	5	,	,	PUNCT
afs-127935	235	6	suggest	suggest	VERB
afs-127935	235	7	that	that	SCONJ
afs-127935	235	8	the	the	DET
afs-127935	235	9	current	current	ADJ
afs-127935	235	10	varieties	variety	NOUN
afs-127935	235	11	of	of	ADP
afs-127935	235	12	timothy	timothy	PROPN
afs-127935	235	13	may	may	AUX
afs-127935	235	14	not	not	PART
afs-127935	235	15	be	be	AUX
afs-127935	235	16	suitable	suitable	ADJ
afs-127935	235	17	for	for	ADP
afs-127935	235	18	a	a	DET
afs-127935	235	19	location	location	NOUN
afs-127935	235	20	such	such	ADJ
afs-127935	235	21	as	as	ADP
afs-127935	235	22	apelsvoll	apelsvoll	NOUN
afs-127935	235	23	.	.	PUNCT
afs-127935	236	1	for	for	ADP
afs-127935	236	2	coastal	coastal	ADJ
afs-127935	236	3	and	and	CCONJ
afs-127935	236	4	mountainous	mountainous	ADJ
afs-127935	236	5	southern	southern	ADJ
afs-127935	236	6	norway	norway	PROPN
afs-127935	236	7	and	and	CCONJ
afs-127935	236	8	southern	southern	ADJ
afs-127935	236	9	parts	part	NOUN
afs-127935	236	10	of	of	ADP
afs-127935	236	11	northern	northern	ADJ
afs-127935	236	12	norway	norway	PROPN
afs-127935	236	13	,	,	PUNCT
afs-127935	236	14	there	there	PRON
afs-127935	236	15	seems	seem	VERB
afs-127935	236	16	to	to	PART
afs-127935	236	17	be	be	AUX
afs-127935	236	18	a	a	DET
afs-127935	236	19	minor	minor	ADJ
afs-127935	236	20	increase	increase	NOUN
afs-127935	236	21	in	in	ADP
afs-127935	236	22	average	average	ADJ
afs-127935	236	23	yield	yield	NOUN
afs-127935	236	24	in	in	ADP
afs-127935	236	25	the	the	DET
afs-127935	236	26	near	near	ADJ
afs-127935	236	27	future	future	NOUN
afs-127935	236	28	,	,	PUNCT
afs-127935	236	29	but	but	CCONJ
afs-127935	236	30	a	a	DET
afs-127935	236	31	minor	minor	ADJ
afs-127935	236	32	decrease	decrease	NOUN
afs-127935	236	33	towards	towards	ADP
afs-127935	236	34	the	the	DET
afs-127935	236	35	end	end	NOUN
afs-127935	236	36	of	of	ADP
afs-127935	236	37	the	the	DET
afs-127935	236	38	century	century	NOUN
afs-127935	236	39	.	.	PUNCT
afs-127935	237	1	for	for	ADP
afs-127935	237	2	løken	løken	ADJ
afs-127935	237	3	,	,	PUNCT
afs-127935	237	4	representing	represent	VERB
afs-127935	237	5	the	the	DET
afs-127935	237	6	mountainous	mountainous	ADJ
afs-127935	237	7	areas	area	NOUN
afs-127935	237	8	in	in	ADP
afs-127935	237	9	southern	southern	ADJ
afs-127935	237	10	norway	norway	PROPN
afs-127935	237	11	,	,	PUNCT
afs-127935	237	12	our	our	PRON
afs-127935	237	13	results	result	NOUN
afs-127935	237	14	agree	agree	VERB
afs-127935	237	15	with	with	ADP
afs-127935	237	16	höglind	höglind	PROPN
afs-127935	237	17	et	et	PROPN
afs-127935	237	18	al	al	PROPN
afs-127935	237	19	.	.	PROPN
afs-127935	238	1	(	(	PUNCT
afs-127935	238	2	2013	2013	NUM
afs-127935	238	3	)	)	PUNCT
afs-127935	238	4	who	who	PRON
afs-127935	238	5	predicted	predict	VERB
afs-127935	238	6	higher	high	ADJ
afs-127935	238	7	dmy	dmy	PROPN
afs-127935	238	8	in	in	ADP
afs-127935	238	9	2040–2065	2040–2065	NUM
afs-127935	238	10	in	in	ADP
afs-127935	238	11	this	this	DET
afs-127935	238	12	area	area	NOUN
afs-127935	238	13	,	,	PUNCT
afs-127935	238	14	along	along	ADP
afs-127935	238	15	with	with	ADP
afs-127935	238	16	13	13	NUM
afs-127935	238	17	other	other	ADJ
afs-127935	238	18	sites	site	NOUN
afs-127935	238	19	in	in	ADP
afs-127935	238	20	northern	northern	ADJ
afs-127935	238	21	europe	europe	PROPN
afs-127935	238	22	.	.	PUNCT
afs-127935	239	1	in	in	ADP
afs-127935	239	2	contrast	contrast	NOUN
afs-127935	239	3	,	,	PUNCT
afs-127935	239	4	our	our	PRON
afs-127935	239	5	results	result	NOUN
afs-127935	239	6	for	for	ADP
afs-127935	239	7	særheim	særheim	NOUN
afs-127935	239	8	were	be	AUX
afs-127935	239	9	not	not	PART
afs-127935	239	10	in	in	ADP
afs-127935	239	11	agreement	agreement	NOUN
afs-127935	239	12	with	with	ADP
afs-127935	239	13	the	the	DET
afs-127935	239	14	predictions	prediction	NOUN
afs-127935	239	15	of	of	ADP
afs-127935	239	16	höglind	höglind	NOUN
afs-127935	239	17	et	et	PROPN
afs-127935	239	18	al	al	PROPN
afs-127935	239	19	.	.	PROPN
afs-127935	240	1	(	(	PUNCT
afs-127935	240	2	2013	2013	NUM
afs-127935	240	3	)	)	PUNCT
afs-127935	240	4	for	for	ADP
afs-127935	240	5	the	the	DET
afs-127935	240	6	nearby	nearby	ADJ
afs-127935	240	7	location	location	NOUN
afs-127935	240	8	sola	sola	NOUN
afs-127935	240	9	in	in	ADP
afs-127935	240	10	southwestern	southwestern	ADJ
afs-127935	240	11	norway	norway	PROPN
afs-127935	240	12	.	.	PUNCT
afs-127935	241	1	our	our	PRON
afs-127935	241	2	predictions	prediction	NOUN
afs-127935	241	3	for	for	ADP
afs-127935	241	4	a	a	DET
afs-127935	241	5	decrease	decrease	NOUN
afs-127935	241	6	in	in	ADP
afs-127935	241	7	dmy	dmy	PROPN
afs-127935	241	8	already	already	ADV
afs-127935	241	9	in	in	ADP
afs-127935	241	10	the	the	DET
afs-127935	241	11	2050s	2050	NOUN
afs-127935	241	12	in	in	ADP
afs-127935	241	13	eastern	eastern	ADJ
afs-127935	241	14	norway	norway	PROPN
afs-127935	241	15	and	and	CCONJ
afs-127935	241	16	in	in	ADP
afs-127935	241	17	the	the	DET
afs-127935	241	18	2090s	2090s	NUM
afs-127935	241	19	in	in	ADP
afs-127935	241	20	the	the	DET
afs-127935	241	21	rest	rest	NOUN
afs-127935	241	22	of	of	ADP
afs-127935	241	23	southern	southern	ADJ
afs-127935	241	24	and	and	CCONJ
afs-127935	241	25	central	central	ADJ
afs-127935	241	26	norway	norway	NOUN
afs-127935	241	27	were	be	AUX
afs-127935	241	28	not	not	PART
afs-127935	241	29	in	in	ADP
afs-127935	241	30	accordance	accordance	NOUN
afs-127935	241	31	with	with	ADP
afs-127935	241	32	persson	persson	PROPN
afs-127935	241	33	and	and	CCONJ
afs-127935	241	34	höglind	höglind	PROPN
afs-127935	241	35	(	(	PUNCT
afs-127935	241	36	2014	2014	NUM
afs-127935	241	37	)	)	PUNCT
afs-127935	241	38	who	who	PRON
afs-127935	241	39	predicted	predict	VERB
afs-127935	241	40	the	the	DET
afs-127935	241	41	dmy	dmy	PROPN
afs-127935	241	42	to	to	PART
afs-127935	241	43	increase	increase	VERB
afs-127935	241	44	across	across	ADP
afs-127935	241	45	a	a	DET
afs-127935	241	46	wide	wide	ADJ
afs-127935	241	47	range	range	NOUN
afs-127935	241	48	of	of	ADP
afs-127935	241	49	norwegian	norwegian	ADJ
afs-127935	241	50	locations	location	NOUN
afs-127935	241	51	.	.	PUNCT
afs-127935	242	1	a	a	DET
afs-127935	242	2	reason	reason	NOUN
afs-127935	242	3	for	for	ADP
afs-127935	242	4	the	the	DET
afs-127935	242	5	differences	difference	NOUN
afs-127935	242	6	between	between	ADP
afs-127935	242	7	our	our	PRON
afs-127935	242	8	projections	projection	NOUN
afs-127935	242	9	and	and	CCONJ
afs-127935	242	10	those	those	PRON
afs-127935	242	11	by	by	ADP
afs-127935	242	12	persson	persson	PROPN
afs-127935	242	13	and	and	CCONJ
afs-127935	242	14	höglind	höglind	PROPN
afs-127935	242	15	(	(	PUNCT
afs-127935	242	16	2014	2014	NUM
afs-127935	242	17	)	)	PUNCT
afs-127935	242	18	could	could	AUX
afs-127935	242	19	be	be	AUX
afs-127935	242	20	that	that	SCONJ
afs-127935	242	21	our	our	PRON
afs-127935	242	22	analysis	analysis	NOUN
afs-127935	242	23	did	do	AUX
afs-127935	242	24	not	not	PART
afs-127935	242	25	account	account	VERB
afs-127935	242	26	for	for	ADP
afs-127935	242	27	changes	change	NOUN
afs-127935	242	28	in	in	ADP
afs-127935	242	29	crop	crop	NOUN
afs-127935	242	30	management	management	NOUN
afs-127935	242	31	(	(	PUNCT
afs-127935	242	32	the	the	DET
afs-127935	242	33	timing	timing	NOUN
afs-127935	242	34	and	and	CCONJ
afs-127935	242	35	number	number	NOUN
afs-127935	242	36	of	of	ADP
afs-127935	242	37	harvests	harvest	NOUN
afs-127935	242	38	)	)	PUNCT
afs-127935	242	39	,	,	PUNCT
afs-127935	242	40	as	as	SCONJ
afs-127935	242	41	done	do	VERB
afs-127935	242	42	by	by	ADP
afs-127935	242	43	persson	persson	PROPN
afs-127935	242	44	and	and	CCONJ
afs-127935	242	45	höglind	höglind	PROPN
afs-127935	242	46	(	(	PUNCT
afs-127935	242	47	2014	2014	NUM
afs-127935	242	48	)	)	PUNCT
afs-127935	242	49	.	.	PUNCT
afs-127935	243	1	rather	rather	ADV
afs-127935	243	2	,	,	PUNCT
afs-127935	243	3	our	our	PRON
afs-127935	243	4	projections	projection	NOUN
afs-127935	243	5	are	be	AUX
afs-127935	243	6	to	to	PART
afs-127935	243	7	be	be	AUX
afs-127935	243	8	interpreted	interpret	VERB
afs-127935	243	9	as	as	ADP
afs-127935	243	10	conditional	conditional	ADJ
afs-127935	243	11	projections	projection	NOUN
afs-127935	243	12	,	,	PUNCT
afs-127935	243	13	where	where	SCONJ
afs-127935	243	14	we	we	PRON
afs-127935	243	15	assume	assume	VERB
afs-127935	243	16	no	no	DET
afs-127935	243	17	changes	change	NOUN
afs-127935	243	18	in	in	ADP
afs-127935	243	19	crop	crop	NOUN
afs-127935	243	20	management	management	NOUN
afs-127935	243	21	.	.	PUNCT
afs-127935	244	1	as	as	ADP
afs-127935	244	2	such	such	ADJ
afs-127935	244	3	,	,	PUNCT
afs-127935	244	4	our	our	PRON
afs-127935	244	5	results	result	NOUN
afs-127935	244	6	thus	thus	ADV
afs-127935	244	7	give	give	VERB
afs-127935	244	8	good	good	ADJ
afs-127935	244	9	indications	indication	NOUN
afs-127935	244	10	for	for	ADP
afs-127935	244	11	regions	region	NOUN
afs-127935	244	12	where	where	SCONJ
afs-127935	244	13	adaptation	adaptation	NOUN
afs-127935	244	14	of	of	ADP
afs-127935	244	15	crop	crop	NOUN
afs-127935	244	16	management	management	NOUN
afs-127935	244	17	practices	practice	NOUN
afs-127935	244	18	and/or	and/or	CCONJ
afs-127935	244	19	timothy	timothy	PROPN
afs-127935	244	20	varieties	variety	NOUN
afs-127935	244	21	will	will	AUX
afs-127935	244	22	be	be	AUX
afs-127935	244	23	needed	need	VERB
afs-127935	244	24	to	to	PART
afs-127935	244	25	keep	keep	VERB
afs-127935	244	26	up	up	ADP
afs-127935	244	27	or	or	CCONJ
afs-127935	244	28	increase	increase	VERB
afs-127935	244	29	current	current	ADJ
afs-127935	244	30	yield	yield	NOUN
afs-127935	244	31	levels	level	NOUN
afs-127935	244	32	.	.	PUNCT
afs-127935	245	1	northern	northern	ADJ
afs-127935	245	2	norway	norway	PROPN
afs-127935	245	3	,	,	PUNCT
afs-127935	245	4	in	in	ADP
afs-127935	245	5	particular	particular	ADJ
afs-127935	245	6	the	the	DET
afs-127935	245	7	troms	trom	NOUN
afs-127935	245	8	and	and	CCONJ
afs-127935	245	9	finnmark	finnmark	NOUN
afs-127935	245	10	counties	county	NOUN
afs-127935	245	11	,	,	PUNCT
afs-127935	245	12	on	on	ADP
afs-127935	245	13	the	the	DET
afs-127935	245	14	other	other	ADJ
afs-127935	245	15	hand	hand	NOUN
afs-127935	245	16	,	,	PUNCT
afs-127935	245	17	can	can	AUX
afs-127935	245	18	become	become	VERB
afs-127935	245	19	optimal	optimal	ADJ
afs-127935	245	20	locations	location	NOUN
afs-127935	245	21	for	for	ADP
afs-127935	245	22	production	production	NOUN
afs-127935	245	23	of	of	ADP
afs-127935	245	24	the	the	DET
afs-127935	245	25	current	current	ADJ
afs-127935	245	26	timothy	timothy	PROPN
afs-127935	245	27	varieties	variety	NOUN
afs-127935	245	28	,	,	PUNCT
afs-127935	245	29	as	as	SCONJ
afs-127935	245	30	both	both	DET
afs-127935	245	31	the	the	DET
afs-127935	245	32	temperature	temperature	NOUN
afs-127935	245	33	and	and	CCONJ
afs-127935	245	34	the	the	DET
afs-127935	245	35	days	day	NOUN
afs-127935	245	36	of	of	ADP
afs-127935	245	37	precipitation	precipitation	NOUN
afs-127935	245	38	are	be	AUX
afs-127935	245	39	projected	project	VERB
afs-127935	245	40	to	to	PART
afs-127935	245	41	increase	increase	VERB
afs-127935	245	42	.	.	PUNCT
afs-127935	246	1	an	an	DET
afs-127935	246	2	important	important	ADJ
afs-127935	246	3	assumption	assumption	NOUN
afs-127935	246	4	for	for	ADP
afs-127935	246	5	these	these	DET
afs-127935	246	6	projections	projection	NOUN
afs-127935	246	7	is	be	AUX
afs-127935	246	8	that	that	SCONJ
afs-127935	246	9	there	there	PRON
afs-127935	246	10	is	be	VERB
afs-127935	246	11	no	no	DET
afs-127935	246	12	change	change	NOUN
afs-127935	246	13	in	in	ADP
afs-127935	246	14	genetic	genetic	ADJ
afs-127935	246	15	composition	composition	NOUN
afs-127935	246	16	either	either	CCONJ
afs-127935	246	17	intentionally	intentionally	ADV
afs-127935	246	18	or	or	CCONJ
afs-127935	246	19	by	by	ADP
afs-127935	246	20	natural	natural	ADJ
afs-127935	246	21	selection	selection	NOUN
afs-127935	246	22	.	.	PUNCT
afs-127935	247	1	our	our	PRON
afs-127935	247	2	results	result	NOUN
afs-127935	247	3	mirror	mirror	VERB
afs-127935	247	4	the	the	DET
afs-127935	247	5	conclusions	conclusion	NOUN
afs-127935	247	6	of	of	ADP
afs-127935	247	7	dellar	dellar	ADJ
afs-127935	247	8	et	et	PROPN
afs-127935	247	9	al	al	PROPN
afs-127935	247	10	.	.	PROPN
afs-127935	248	1	(	(	PUNCT
afs-127935	248	2	2018	2018	NUM
afs-127935	248	3	)	)	PUNCT
afs-127935	248	4	where	where	SCONJ
afs-127935	248	5	regions	region	NOUN
afs-127935	248	6	with	with	ADP
afs-127935	248	7	warmer	warm	ADJ
afs-127935	248	8	and	and	CCONJ
afs-127935	248	9	wetter	wet	ADJ
afs-127935	248	10	conditions	condition	NOUN
afs-127935	248	11	(	(	PUNCT
afs-127935	248	12	the	the	DET
afs-127935	248	13	northern	northern	ADJ
afs-127935	248	14	and	and	CCONJ
afs-127935	248	15	alpine	alpine	ADJ
afs-127935	248	16	regions	region	NOUN
afs-127935	248	17	of	of	ADP
afs-127935	248	18	europe	europe	PROPN
afs-127935	248	19	)	)	PUNCT
afs-127935	248	20	can	can	AUX
afs-127935	248	21	expect	expect	VERB
afs-127935	248	22	higher	high	ADJ
afs-127935	248	23	pasture	pasture	NOUN
afs-127935	248	24	yields	yield	NOUN
afs-127935	248	25	,	,	PUNCT
afs-127935	248	26	while	while	SCONJ
afs-127935	248	27	warmer	warm	ADJ
afs-127935	248	28	and	and	CCONJ
afs-127935	248	29	drier	dry	ADJ
afs-127935	248	30	areas	area	NOUN
afs-127935	248	31	can	can	AUX
afs-127935	248	32	expect	expect	VERB
afs-127935	248	33	a	a	DET
afs-127935	248	34	reduction	reduction	NOUN
afs-127935	248	35	in	in	ADP
afs-127935	248	36	yield	yield	NOUN
afs-127935	248	37	.	.	PUNCT
afs-127935	249	1	likewise	likewise	ADV
afs-127935	249	2	,	,	PUNCT
afs-127935	249	3	golinski	golinski	PROPN
afs-127935	249	4	et	et	PROPN
afs-127935	249	5	al	al	PROPN
afs-127935	249	6	.	.	PROPN
afs-127935	250	1	(	(	PUNCT
afs-127935	250	2	2018	2018	NUM
afs-127935	250	3	)	)	PUNCT
afs-127935	250	4	found	find	VERB
afs-127935	250	5	a	a	DET
afs-127935	250	6	significant	significant	ADJ
afs-127935	250	7	positive	positive	ADJ
afs-127935	250	8	effect	effect	NOUN
afs-127935	250	9	of	of	ADP
afs-127935	250	10	increasing	increase	VERB
afs-127935	250	11	gdd	gdd	PROPN
afs-127935	250	12	on	on	ADP
afs-127935	250	13	grassland	grassland	NOUN
afs-127935	250	14	yields	yield	NOUN
afs-127935	250	15	at	at	ADP
afs-127935	250	16	holt	holt	PROPN
afs-127935	250	17	.	.	PUNCT
afs-127935	251	1	jing	je	VERB
afs-127935	251	2	et	et	PROPN
afs-127935	251	3	al	al	PROPN
afs-127935	251	4	.	.	PROPN
afs-127935	252	1	(	(	PUNCT
afs-127935	252	2	2013	2013	NUM
afs-127935	252	3	)	)	PUNCT
afs-127935	252	4	found	find	VERB
afs-127935	252	5	a	a	DET
afs-127935	252	6	similar	similar	ADJ
afs-127935	252	7	pattern	pattern	NOUN
afs-127935	252	8	in	in	ADP
afs-127935	252	9	canada	canada	PROPN
afs-127935	252	10	,	,	PUNCT
afs-127935	252	11	where	where	SCONJ
afs-127935	252	12	the	the	DET
afs-127935	252	13	annual	annual	ADJ
afs-127935	252	14	dm	dm	NOUN
afs-127935	252	15	yield	yield	NOUN
afs-127935	252	16	is	be	AUX
afs-127935	252	17	expected	expect	VERB
afs-127935	252	18	to	to	PART
afs-127935	252	19	increase	increase	VERB
afs-127935	252	20	in	in	ADP
afs-127935	252	21	eastern	eastern	PROPN
afs-127935	252	22	canada	canada	PROPN
afs-127935	252	23	but	but	CCONJ
afs-127935	252	24	decrease	decrease	NOUN
afs-127935	252	25	in	in	ADP
afs-127935	252	26	western	western	ADJ
afs-127935	252	27	canada	canada	PROPN
afs-127935	252	28	under	under	ADP
afs-127935	252	29	climate	climate	NOUN
afs-127935	252	30	change	change	NOUN
afs-127935	252	31	.	.	PUNCT
afs-127935	253	1	increased	increase	VERB
afs-127935	253	2	variability	variability	NOUN
afs-127935	253	3	in	in	ADP
afs-127935	253	4	annual	annual	ADJ
afs-127935	253	5	yield	yield	NOUN
afs-127935	253	6	was	be	AUX
afs-127935	253	7	also	also	ADV
afs-127935	253	8	projected	project	VERB
afs-127935	253	9	by	by	ADP
afs-127935	253	10	chang	chang	PROPN
afs-127935	253	11	et	et	PROPN
afs-127935	253	12	al	al	PROPN
afs-127935	253	13	.	.	PROPN
afs-127935	254	1	(	(	PUNCT
afs-127935	254	2	2017	2017	NUM
afs-127935	254	3	)	)	PUNCT
afs-127935	254	4	.	.	PUNCT
afs-127935	255	1	the	the	DET
afs-127935	255	2	projections	projection	NOUN
afs-127935	255	3	suggest	suggest	VERB
afs-127935	255	4	that	that	SCONJ
afs-127935	255	5	the	the	DET
afs-127935	255	6	overall	overall	ADJ
afs-127935	255	7	dm	dm	NOUN
afs-127935	255	8	production	production	NOUN
afs-127935	255	9	across	across	ADP
afs-127935	255	10	norwegian	norwegian	ADJ
afs-127935	255	11	locations	location	NOUN
afs-127935	255	12	will	will	AUX
afs-127935	255	13	not	not	PART
afs-127935	255	14	change	change	VERB
afs-127935	255	15	for	for	ADP
afs-127935	255	16	the	the	DET
afs-127935	255	17	two	two	NUM
afs-127935	255	18	future	future	ADJ
afs-127935	255	19	decades	decade	NOUN
afs-127935	255	20	,	,	PUNCT
afs-127935	255	21	mainly	mainly	ADV
afs-127935	255	22	because	because	SCONJ
afs-127935	255	23	decreases	decrease	NOUN
afs-127935	255	24	in	in	ADP
afs-127935	255	25	southeast	southeast	ADJ
afs-127935	255	26	norway	norway	PROPN
afs-127935	255	27	may	may	AUX
afs-127935	255	28	be	be	AUX
afs-127935	255	29	compensated	compensate	VERB
afs-127935	255	30	by	by	ADP
afs-127935	255	31	increased	increase	VERB
afs-127935	255	32	yield	yield	NOUN
afs-127935	255	33	in	in	ADP
afs-127935	255	34	northern	northern	ADJ
afs-127935	255	35	norway	norway	PROPN
afs-127935	255	36	.	.	PUNCT
afs-127935	256	1	increased	increase	VERB
afs-127935	256	2	total	total	ADJ
afs-127935	256	3	dmy	dmy	PROPN
afs-127935	256	4	in	in	ADP
afs-127935	256	5	the	the	DET
afs-127935	256	6	northern	northern	ADJ
afs-127935	256	7	parts	part	NOUN
afs-127935	256	8	of	of	ADP
afs-127935	256	9	norway	norway	PROPN
afs-127935	256	10	can	can	AUX
afs-127935	256	11	be	be	AUX
afs-127935	256	12	considered	consider	VERB
afs-127935	256	13	a	a	DET
afs-127935	256	14	positive	positive	ADJ
afs-127935	256	15	effect	effect	NOUN
afs-127935	256	16	of	of	ADP
afs-127935	256	17	climate	climate	NOUN
afs-127935	256	18	change	change	NOUN
afs-127935	256	19	,	,	PUNCT
afs-127935	256	20	especially	especially	ADV
afs-127935	256	21	if	if	SCONJ
afs-127935	256	22	we	we	PRON
afs-127935	256	23	keep	keep	VERB
afs-127935	256	24	in	in	ADP
afs-127935	256	25	mind	mind	NOUN
afs-127935	256	26	that	that	SCONJ
afs-127935	256	27	almost	almost	ADV
afs-127935	256	28	the	the	DET
afs-127935	256	29	entire	entire	ADJ
afs-127935	256	30	agricultural	agricultural	ADJ
afs-127935	256	31	area	area	NOUN
afs-127935	256	32	in	in	ADP
afs-127935	256	33	this	this	DET
afs-127935	256	34	region	region	NOUN
afs-127935	256	35	is	be	AUX
afs-127935	256	36	grassland	grassland	NOUN
afs-127935	256	37	-	-	PUNCT
afs-127935	256	38	based	base	VERB
afs-127935	256	39	.	.	PUNCT
afs-127935	257	1	note	note	VERB
afs-127935	257	2	that	that	SCONJ
afs-127935	257	3	the	the	DET
afs-127935	257	4	extrapolation	extrapolation	NOUN
afs-127935	257	5	error	error	NOUN
afs-127935	257	6	to	to	ADP
afs-127935	257	7	future	future	ADJ
afs-127935	257	8	decades	decade	NOUN
afs-127935	257	9	will	will	AUX
afs-127935	257	10	be	be	AUX
afs-127935	257	11	larger	large	ADJ
afs-127935	257	12	in	in	ADP
afs-127935	257	13	eastern	eastern	ADJ
afs-127935	257	14	norway	norway	PROPN
afs-127935	257	15	as	as	SCONJ
afs-127935	257	16	the	the	DET
afs-127935	257	17	projected	project	VERB
afs-127935	257	18	future	future	ADJ
afs-127935	257	19	climate	climate	NOUN
afs-127935	257	20	at	at	ADP
afs-127935	257	21	this	this	DET
afs-127935	257	22	location	location	NOUN
afs-127935	257	23	is	be	AUX
afs-127935	257	24	unprecedented	unprecedented	ADJ
afs-127935	257	25	in	in	ADP
afs-127935	257	26	the	the	DET
afs-127935	257	27	historical	historical	ADJ
afs-127935	257	28	record	record	NOUN
afs-127935	257	29	.	.	PUNCT
afs-127935	258	1	for	for	ADP
afs-127935	258	2	holt	holt	PROPN
afs-127935	258	3	and	and	CCONJ
afs-127935	258	4	the	the	DET
afs-127935	258	5	northern	northern	ADJ
afs-127935	258	6	locations	location	NOUN
afs-127935	258	7	,	,	PUNCT
afs-127935	258	8	on	on	ADP
afs-127935	258	9	the	the	DET
afs-127935	258	10	other	other	ADJ
afs-127935	258	11	hand	hand	NOUN
afs-127935	258	12	,	,	PUNCT
afs-127935	258	13	we	we	PRON
afs-127935	258	14	are	be	AUX
afs-127935	258	15	more	more	ADV
afs-127935	258	16	certain	certain	ADJ
afs-127935	258	17	of	of	ADP
afs-127935	258	18	the	the	DET
afs-127935	258	19	conclusion	conclusion	NOUN
afs-127935	258	20	as	as	SCONJ
afs-127935	258	21	the	the	DET
afs-127935	258	22	projected	project	VERB
afs-127935	258	23	future	future	ADJ
afs-127935	258	24	climate	climate	NOUN
afs-127935	258	25	at	at	ADP
afs-127935	258	26	these	these	DET
afs-127935	258	27	locations	location	NOUN
afs-127935	258	28	has	have	AUX
afs-127935	258	29	been	be	AUX
afs-127935	258	30	observed	observe	VERB
afs-127935	258	31	at	at	ADP
afs-127935	258	32	other	other	ADJ
afs-127935	258	33	locations	location	NOUN
afs-127935	258	34	in	in	ADP
afs-127935	258	35	the	the	DET
afs-127935	258	36	training	training	NOUN
afs-127935	258	37	data	datum	NOUN
afs-127935	258	38	.	.	PUNCT
afs-127935	259	1	the	the	DET
afs-127935	259	2	variation	variation	NOUN
afs-127935	259	3	in	in	ADP
afs-127935	259	4	dmy	dmy	PROPN
afs-127935	259	5	will	will	AUX
afs-127935	259	6	,	,	PUNCT
afs-127935	259	7	however	however	ADV
afs-127935	259	8	,	,	PUNCT
afs-127935	259	9	increase	increase	NOUN
afs-127935	259	10	,	,	PUNCT
afs-127935	259	11	in	in	ADP
afs-127935	259	12	accordance	accordance	NOUN
afs-127935	259	13	with	with	ADP
afs-127935	259	14	the	the	DET
afs-127935	259	15	likelihood	likelihood	NOUN
afs-127935	259	16	of	of	ADP
afs-127935	259	17	extreme	extreme	ADJ
afs-127935	259	18	weather	weather	NOUN
afs-127935	259	19	events	event	NOUN
afs-127935	259	20	.	.	PUNCT
afs-127935	260	1	warmer	warm	ADJ
afs-127935	260	2	and	and	CCONJ
afs-127935	260	3	wetter	wet	ADJ
afs-127935	260	4	autumn	autumn	NOUN
afs-127935	260	5	in	in	ADP
afs-127935	260	6	combination	combination	NOUN
afs-127935	260	7	with	with	ADP
afs-127935	260	8	the	the	DET
afs-127935	260	9	mostly	mostly	ADV
afs-127935	260	10	unchanged	unchanged	ADJ
afs-127935	260	11	light	light	ADJ
afs-127935	260	12	conditions	condition	NOUN
afs-127935	260	13	may	may	AUX
afs-127935	260	14	also	also	ADV
afs-127935	260	15	cause	cause	VERB
afs-127935	260	16	reduced	reduce	VERB
afs-127935	260	17	winterhardiness	winterhardiness	NOUN
afs-127935	260	18	and	and	CCONJ
afs-127935	260	19	lead	lead	VERB
afs-127935	260	20	to	to	ADP
afs-127935	260	21	less	less	ADJ
afs-127935	260	22	persistent	persistent	ADJ
afs-127935	260	23	grasslands	grassland	NOUN
afs-127935	260	24	(	(	PUNCT
afs-127935	260	25	dalmannsdottir	dalmannsdottir	VERB
afs-127935	260	26	et	et	PROPN
afs-127935	260	27	al	al	PROPN
afs-127935	260	28	.	.	PROPN
afs-127935	260	29	2017	2017	NUM
afs-127935	260	30	)	)	PUNCT
afs-127935	260	31	.	.	PUNCT
afs-127935	261	1	these	these	DET
afs-127935	261	2	interactions	interaction	NOUN
afs-127935	261	3	were	be	AUX
afs-127935	261	4	not	not	PART
afs-127935	261	5	accounted	account	VERB
afs-127935	261	6	for	for	ADP
afs-127935	261	7	in	in	ADP
afs-127935	261	8	this	this	DET
afs-127935	261	9	paper	paper	NOUN
afs-127935	261	10	.	.	PUNCT
afs-127935	262	1	k.h	k.h	PROPN
afs-127935	262	2	.	.	PROPN
afs-127935	262	3	hellton	hellton	PROPN
afs-127935	262	4	et	et	PROPN
afs-127935	262	5	al	al	PROPN
afs-127935	262	6	.	.	PROPN
afs-127935	262	7	91	91	NUM
afs-127935	262	8	as	as	ADP
afs-127935	262	9	with	with	ADP
afs-127935	262	10	any	any	DET
afs-127935	262	11	analysis	analysis	NOUN
afs-127935	262	12	,	,	PUNCT
afs-127935	262	13	our	our	PRON
afs-127935	262	14	investigation	investigation	NOUN
afs-127935	262	15	has	have	VERB
afs-127935	262	16	some	some	DET
afs-127935	262	17	limitations	limitation	NOUN
afs-127935	262	18	.	.	PUNCT
afs-127935	263	1	the	the	DET
afs-127935	263	2	statistical	statistical	ADJ
afs-127935	263	3	approach	approach	NOUN
afs-127935	263	4	presented	present	VERB
afs-127935	263	5	here	here	ADV
afs-127935	263	6	can	can	AUX
afs-127935	263	7	not	not	PART
afs-127935	263	8	assess	assess	VERB
afs-127935	263	9	the	the	DET
afs-127935	263	10	effect	effect	NOUN
afs-127935	263	11	of	of	ADP
afs-127935	263	12	changing	change	VERB
afs-127935	263	13	conditions	condition	NOUN
afs-127935	263	14	if	if	SCONJ
afs-127935	263	15	the	the	DET
afs-127935	263	16	future	future	ADJ
afs-127935	263	17	condition	condition	NOUN
afs-127935	263	18	was	be	AUX
afs-127935	263	19	not	not	PART
afs-127935	263	20	present	present	ADJ
afs-127935	263	21	in	in	ADP
afs-127935	263	22	the	the	DET
afs-127935	263	23	training	training	NOUN
afs-127935	263	24	data	datum	NOUN
afs-127935	263	25	,	,	PUNCT
afs-127935	263	26	for	for	ADP
afs-127935	263	27	instance	instance	NOUN
afs-127935	263	28	,	,	PUNCT
afs-127935	263	29	changes	change	NOUN
afs-127935	263	30	in	in	ADP
afs-127935	263	31	the	the	DET
afs-127935	263	32	timing	timing	NOUN
afs-127935	263	33	and	and	CCONJ
afs-127935	263	34	number	number	NOUN
afs-127935	263	35	of	of	ADP
afs-127935	263	36	harvests	harvest	NOUN
afs-127935	263	37	,	,	PUNCT
afs-127935	263	38	or	or	CCONJ
afs-127935	263	39	changes	change	NOUN
afs-127935	263	40	in	in	ADP
afs-127935	263	41	the	the	DET
afs-127935	263	42	co2	co2	NOUN
afs-127935	263	43	levels	level	NOUN
afs-127935	263	44	.	.	PUNCT
afs-127935	264	1	we	we	PRON
afs-127935	264	2	have	have	AUX
afs-127935	264	3	also	also	ADV
afs-127935	264	4	not	not	PART
afs-127935	264	5	considered	consider	VERB
afs-127935	264	6	the	the	DET
afs-127935	264	7	aspects	aspect	NOUN
afs-127935	264	8	of	of	ADP
afs-127935	264	9	a	a	DET
afs-127935	264	10	longer	long	ADV
afs-127935	264	11	growing	grow	VERB
afs-127935	264	12	season	season	NOUN
afs-127935	264	13	,	,	PUNCT
afs-127935	264	14	increased	increase	VERB
afs-127935	264	15	risks	risk	NOUN
afs-127935	264	16	of	of	ADP
afs-127935	264	17	winter	winter	NOUN
afs-127935	264	18	damage	damage	NOUN
afs-127935	264	19	,	,	PUNCT
afs-127935	264	20	or	or	CCONJ
afs-127935	264	21	changes	change	NOUN
afs-127935	264	22	in	in	ADP
afs-127935	264	23	the	the	DET
afs-127935	264	24	nutritive	nutritive	ADJ
afs-127935	264	25	value	value	NOUN
afs-127935	264	26	of	of	ADP
afs-127935	264	27	timothy	timothy	PROPN
afs-127935	264	28	.	.	PUNCT
afs-127935	265	1	similarly	similarly	ADV
afs-127935	265	2	,	,	PUNCT
afs-127935	265	3	using	use	VERB
afs-127935	265	4	predictors	predictor	NOUN
afs-127935	265	5	aggregated	aggregate	VERB
afs-127935	265	6	over	over	ADP
afs-127935	265	7	single	single	ADJ
afs-127935	265	8	months	month	NOUN
afs-127935	265	9	instead	instead	ADV
afs-127935	265	10	of	of	ADP
afs-127935	265	11	over	over	ADP
afs-127935	265	12	the	the	DET
afs-127935	265	13	full	full	ADJ
afs-127935	265	14	season	season	NOUN
afs-127935	265	15	may	may	AUX
afs-127935	265	16	be	be	AUX
afs-127935	265	17	a	a	DET
afs-127935	265	18	limitation	limitation	NOUN
afs-127935	265	19	when	when	SCONJ
afs-127935	265	20	extrapolating	extrapolate	VERB
afs-127935	265	21	if	if	SCONJ
afs-127935	265	22	the	the	DET
afs-127935	265	23	peak	peak	NOUN
afs-127935	265	24	of	of	ADP
afs-127935	265	25	summer	summer	NOUN
afs-127935	265	26	shifts	shift	NOUN
afs-127935	265	27	in	in	ADP
afs-127935	265	28	the	the	DET
afs-127935	265	29	future	future	NOUN
afs-127935	265	30	.	.	PUNCT
afs-127935	266	1	the	the	DET
afs-127935	266	2	climate	climate	NOUN
afs-127935	266	3	projections	projection	NOUN
afs-127935	266	4	were	be	AUX
afs-127935	266	5	based	base	VERB
afs-127935	266	6	on	on	ADP
afs-127935	266	7	the	the	DET
afs-127935	266	8	rcp4.5	rcp4.5	PROPN
afs-127935	266	9	scenario	scenario	NOUN
afs-127935	266	10	,	,	PUNCT
afs-127935	266	11	representing	represent	VERB
afs-127935	266	12	an	an	DET
afs-127935	266	13	intermediate	intermediate	ADJ
afs-127935	266	14	pathway	pathway	NOUN
afs-127935	266	15	where	where	SCONJ
afs-127935	266	16	emissions	emission	NOUN
afs-127935	266	17	peak	peak	VERB
afs-127935	266	18	around	around	ADP
afs-127935	266	19	2040	2040	NUM
afs-127935	266	20	and	and	CCONJ
afs-127935	266	21	decline	decline	VERB
afs-127935	266	22	afterward	afterward	ADV
afs-127935	266	23	.	.	PUNCT
afs-127935	267	1	if	if	SCONJ
afs-127935	267	2	the	the	DET
afs-127935	267	3	real	real	ADJ
afs-127935	267	4	-	-	PUNCT
afs-127935	267	5	world	world	NOUN
afs-127935	267	6	development	development	NOUN
afs-127935	267	7	of	of	ADP
afs-127935	267	8	climate	climate	NOUN
afs-127935	267	9	gas	gas	NOUN
afs-127935	267	10	emissions	emission	NOUN
afs-127935	267	11	deviates	deviate	VERB
afs-127935	267	12	from	from	ADP
afs-127935	267	13	this	this	DET
afs-127935	267	14	scenario	scenario	NOUN
afs-127935	267	15	,	,	PUNCT
afs-127935	267	16	the	the	DET
afs-127935	267	17	conditions	condition	NOUN
afs-127935	267	18	underlying	underlie	VERB
afs-127935	267	19	the	the	DET
afs-127935	267	20	projections	projection	NOUN
afs-127935	267	21	will	will	AUX
afs-127935	267	22	change	change	VERB
afs-127935	267	23	.	.	PUNCT
afs-127935	268	1	however	however	ADV
afs-127935	268	2	,	,	PUNCT
afs-127935	268	3	this	this	PRON
afs-127935	268	4	is	be	AUX
afs-127935	268	5	a	a	DET
afs-127935	268	6	limitation	limitation	NOUN
afs-127935	268	7	facing	face	VERB
afs-127935	268	8	any	any	DET
afs-127935	268	9	climate	climate	NOUN
afs-127935	268	10	change	change	NOUN
afs-127935	268	11	study	study	NOUN
afs-127935	268	12	and	and	CCONJ
afs-127935	268	13	it	it	PRON
afs-127935	268	14	has	have	AUX
afs-127935	268	15	recently	recently	ADV
afs-127935	268	16	been	be	AUX
afs-127935	268	17	strongly	strongly	ADV
afs-127935	268	18	argued	argue	VERB
afs-127935	268	19	(	(	PUNCT
afs-127935	268	20	e.g.	e.g.	ADV
afs-127935	268	21	hausfather	hausfather	NOUN
afs-127935	268	22	and	and	CCONJ
afs-127935	268	23	peters	peters	PROPN
afs-127935	268	24	2020	2020	NUM
afs-127935	268	25	)	)	PUNCT
afs-127935	268	26	that	that	SCONJ
afs-127935	268	27	the	the	DET
afs-127935	268	28	more	more	ADV
afs-127935	268	29	extreme	extreme	ADJ
afs-127935	268	30	rcp8.5	rcp8.5	PROPN
afs-127935	268	31	scenario	scenario	NOUN
afs-127935	268	32	should	should	AUX
afs-127935	268	33	not	not	PART
afs-127935	268	34	be	be	AUX
afs-127935	268	35	used	use	VERB
afs-127935	268	36	in	in	ADP
afs-127935	268	37	studies	study	NOUN
afs-127935	268	38	focusing	focus	VERB
afs-127935	268	39	on	on	ADP
afs-127935	268	40	the	the	DET
afs-127935	268	41	most	most	ADV
afs-127935	268	42	likely	likely	ADJ
afs-127935	268	43	outcome	outcome	NOUN
afs-127935	268	44	.	.	PUNCT
afs-127935	269	1	extrapolation	extrapolation	NOUN
afs-127935	269	2	beyond	beyond	ADP
afs-127935	269	3	the	the	DET
afs-127935	269	4	historical	historical	ADJ
afs-127935	269	5	range	range	NOUN
afs-127935	269	6	of	of	ADP
afs-127935	269	7	a	a	DET
afs-127935	269	8	predictor	predictor	NOUN
afs-127935	269	9	is	be	AUX
afs-127935	269	10	always	always	ADV
afs-127935	269	11	difficult	difficult	ADJ
afs-127935	269	12	,	,	PUNCT
afs-127935	269	13	and	and	CCONJ
afs-127935	269	14	we	we	PRON
afs-127935	269	15	emphasize	emphasize	VERB
afs-127935	269	16	the	the	DET
afs-127935	269	17	importance	importance	NOUN
afs-127935	269	18	of	of	ADP
afs-127935	269	19	using	use	VERB
afs-127935	269	20	a	a	DET
afs-127935	269	21	non	non	ADJ
afs-127935	269	22	-	-	ADJ
afs-127935	269	23	linear	linear	ADJ
afs-127935	269	24	relation	relation	NOUN
afs-127935	269	25	that	that	PRON
afs-127935	269	26	captures	capture	VERB
afs-127935	269	27	the	the	DET
afs-127935	269	28	physiological	physiological	ADJ
afs-127935	269	29	processes	process	NOUN
afs-127935	269	30	outside	outside	ADP
afs-127935	269	31	the	the	DET
afs-127935	269	32	observed	observed	ADJ
afs-127935	269	33	predictor	predictor	NOUN
afs-127935	269	34	range	range	VERB
afs-127935	269	35	in	in	ADP
afs-127935	269	36	a	a	DET
afs-127935	269	37	reasonable	reasonable	ADJ
afs-127935	269	38	fashion	fashion	NOUN
afs-127935	269	39	.	.	PUNCT
afs-127935	270	1	we	we	PRON
afs-127935	270	2	ensured	ensure	VERB
afs-127935	270	3	this	this	PRON
afs-127935	270	4	by	by	ADP
afs-127935	270	5	specifying	specify	VERB
afs-127935	270	6	the	the	DET
afs-127935	270	7	non	non	ADJ
afs-127935	270	8	-	-	ADJ
afs-127935	270	9	linear	linear	ADJ
afs-127935	270	10	relations	relation	NOUN
afs-127935	270	11	to	to	PART
afs-127935	270	12	be	be	AUX
afs-127935	270	13	quadratic	quadratic	ADJ
afs-127935	270	14	and	and	CCONJ
afs-127935	270	15	not	not	PART
afs-127935	270	16	using	use	VERB
afs-127935	270	17	spline	spline	NOUN
afs-127935	270	18	functions	function	NOUN
afs-127935	270	19	or	or	CCONJ
afs-127935	270	20	additive	additive	ADJ
afs-127935	270	21	models	model	NOUN
afs-127935	270	22	,	,	PUNCT
afs-127935	270	23	which	which	PRON
afs-127935	270	24	would	would	AUX
afs-127935	270	25	be	be	AUX
afs-127935	270	26	too	too	ADV
afs-127935	270	27	flexible	flexible	ADJ
afs-127935	270	28	outside	outside	ADP
afs-127935	270	29	the	the	DET
afs-127935	270	30	predictor	predictor	NOUN
afs-127935	270	31	range	range	NOUN
afs-127935	270	32	.	.	PUNCT
afs-127935	271	1	the	the	DET
afs-127935	271	2	choice	choice	NOUN
afs-127935	271	3	of	of	ADP
afs-127935	271	4	the	the	DET
afs-127935	271	5	quadratic	quadratic	ADJ
afs-127935	271	6	function	function	NOUN
afs-127935	271	7	is	be	AUX
afs-127935	271	8	founded	found	VERB
afs-127935	271	9	on	on	ADP
afs-127935	271	10	the	the	DET
afs-127935	271	11	knowledge	knowledge	NOUN
afs-127935	271	12	of	of	ADP
afs-127935	271	13	plant	plant	NOUN
afs-127935	271	14	physiology	physiology	NOUN
afs-127935	271	15	(	(	PUNCT
afs-127935	271	16	thorvaldsson	thorvaldsson	NOUN
afs-127935	271	17	and	and	CCONJ
afs-127935	271	18	martin	martin	PROPN
afs-127935	271	19	2004	2004	NUM
afs-127935	271	20	)	)	PUNCT
afs-127935	271	21	.	.	PUNCT
afs-127935	272	1	additional	additional	ADJ
afs-127935	272	2	factors	factor	NOUN
afs-127935	272	3	that	that	PRON
afs-127935	272	4	may	may	AUX
afs-127935	272	5	affect	affect	VERB
afs-127935	272	6	the	the	DET
afs-127935	272	7	predictability	predictability	NOUN
afs-127935	272	8	include	include	VERB
afs-127935	272	9	genetic	genetic	ADJ
afs-127935	272	10	differences	difference	NOUN
afs-127935	272	11	,	,	PUNCT
afs-127935	272	12	micro	micro	NOUN
afs-127935	272	13	-	-	NOUN
afs-127935	272	14	climate	climate	NOUN
afs-127935	272	15	at	at	ADP
afs-127935	272	16	a	a	DET
afs-127935	272	17	given	give	VERB
afs-127935	272	18	location	location	NOUN
afs-127935	272	19	,	,	PUNCT
afs-127935	272	20	soil	soil	NOUN
afs-127935	272	21	characteristics	characteristic	NOUN
afs-127935	272	22	,	,	PUNCT
afs-127935	272	23	and	and	CCONJ
afs-127935	272	24	systematic	systematic	ADJ
afs-127935	272	25	errors	error	NOUN
afs-127935	272	26	.	.	PUNCT
afs-127935	273	1	even	even	ADV
afs-127935	273	2	though	though	SCONJ
afs-127935	273	3	yearly	yearly	ADJ
afs-127935	273	4	weather	weather	NOUN
afs-127935	273	5	patterns	pattern	NOUN
afs-127935	273	6	have	have	AUX
afs-127935	273	7	been	be	AUX
afs-127935	273	8	found	find	VERB
afs-127935	273	9	to	to	PART
afs-127935	273	10	explain	explain	VERB
afs-127935	273	11	30–40	30–40	NUM
afs-127935	273	12	%	%	NOUN
afs-127935	273	13	of	of	ADP
afs-127935	273	14	year	year	NOUN
afs-127935	273	15	-	-	PUNCT
afs-127935	273	16	to	to	ADP
afs-127935	273	17	-	-	PUNCT
afs-127935	273	18	year	year	NOUN
afs-127935	273	19	variations	variation	NOUN
afs-127935	273	20	in	in	ADP
afs-127935	273	21	yield	yield	NOUN
afs-127935	273	22	,	,	PUNCT
afs-127935	273	23	this	this	PRON
afs-127935	273	24	does	do	AUX
afs-127935	273	25	not	not	PART
afs-127935	273	26	translate	translate	VERB
afs-127935	273	27	directly	directly	ADV
afs-127935	273	28	to	to	ADP
afs-127935	273	29	improvement	improvement	NOUN
afs-127935	273	30	in	in	ADP
afs-127935	273	31	out	out	ADP
afs-127935	273	32	-	-	PUNCT
afs-127935	273	33	of	of	ADP
afs-127935	273	34	-	-	PUNCT
afs-127935	273	35	sample	sample	NOUN
afs-127935	273	36	prediction	prediction	NOUN
afs-127935	273	37	.	.	PUNCT
afs-127935	274	1	our	our	PRON
afs-127935	274	2	best	good	ADJ
afs-127935	274	3	weather	weather	NOUN
afs-127935	274	4	predictors	predictor	NOUN
afs-127935	274	5	gave	give	VERB
afs-127935	274	6	a	a	DET
afs-127935	274	7	14	14	NUM
afs-127935	274	8	%	%	NOUN
afs-127935	274	9	improvement	improvement	NOUN
afs-127935	274	10	in	in	ADP
afs-127935	274	11	the	the	DET
afs-127935	274	12	out	out	ADJ
afs-127935	274	13	-	-	PUNCT
afs-127935	274	14	of	of	ADP
afs-127935	274	15	-	-	PUNCT
afs-127935	274	16	sample	sample	NOUN
afs-127935	274	17	prediction	prediction	NOUN
afs-127935	274	18	error	error	NOUN
afs-127935	274	19	compared	compare	VERB
afs-127935	274	20	to	to	ADP
afs-127935	274	21	the	the	DET
afs-127935	274	22	constant	constant	ADJ
afs-127935	274	23	baseline	baseline	NOUN
afs-127935	274	24	model	model	NOUN
afs-127935	274	25	.	.	PUNCT
afs-127935	275	1	from	from	ADP
afs-127935	275	2	a	a	DET
afs-127935	275	3	statistical	statistical	ADJ
afs-127935	275	4	point	point	NOUN
afs-127935	275	5	of	of	ADP
afs-127935	275	6	view	view	NOUN
afs-127935	275	7	,	,	PUNCT
afs-127935	275	8	one	one	PRON
afs-127935	275	9	may	may	AUX
afs-127935	275	10	argue	argue	VERB
afs-127935	275	11	that	that	SCONJ
afs-127935	275	12	weather	weather	NOUN
afs-127935	275	13	,	,	PUNCT
afs-127935	275	14	therefore	therefore	ADV
afs-127935	275	15	,	,	PUNCT
afs-127935	275	16	has	have	AUX
afs-127935	275	17	limited	limit	VERB
afs-127935	275	18	predictive	predictive	ADJ
afs-127935	275	19	power	power	NOUN
afs-127935	275	20	.	.	PUNCT
afs-127935	276	1	however	however	ADV
afs-127935	276	2	,	,	PUNCT
afs-127935	276	3	we	we	PRON
afs-127935	276	4	believe	believe	VERB
afs-127935	276	5	that	that	SCONJ
afs-127935	276	6	this	this	DET
afs-127935	276	7	prediction	prediction	NOUN
afs-127935	276	8	performance	performance	NOUN
afs-127935	276	9	can	can	AUX
afs-127935	276	10	be	be	AUX
afs-127935	276	11	satisfactory	satisfactory	ADJ
afs-127935	276	12	given	give	VERB
afs-127935	276	13	the	the	DET
afs-127935	276	14	many	many	ADJ
afs-127935	276	15	sources	source	NOUN
afs-127935	276	16	of	of	ADP
afs-127935	276	17	noise	noise	NOUN
afs-127935	276	18	affecting	affect	VERB
afs-127935	276	19	plant	plant	NOUN
afs-127935	276	20	growth	growth	NOUN
afs-127935	276	21	.	.	PUNCT
afs-127935	277	1	the	the	DET
afs-127935	277	2	natural	natural	ADJ
afs-127935	277	3	limitation	limitation	NOUN
afs-127935	277	4	of	of	ADP
afs-127935	277	5	data	datum	NOUN
afs-127935	277	6	when	when	SCONJ
afs-127935	277	7	observing	observe	VERB
afs-127935	277	8	yearly	yearly	ADJ
afs-127935	277	9	time	time	NOUN
afs-127935	277	10	series	series	NOUN
afs-127935	277	11	may	may	AUX
afs-127935	277	12	cause	cause	VERB
afs-127935	277	13	the	the	DET
afs-127935	277	14	prediction	prediction	NOUN
afs-127935	277	15	errors	error	NOUN
afs-127935	277	16	to	to	PART
afs-127935	277	17	be	be	AUX
afs-127935	277	18	sensitive	sensitive	ADJ
afs-127935	277	19	to	to	ADP
afs-127935	277	20	outliers	outlier	NOUN
afs-127935	277	21	or	or	CCONJ
afs-127935	277	22	influential	influential	ADJ
afs-127935	277	23	observations	observation	NOUN
afs-127935	277	24	.	.	PUNCT
afs-127935	278	1	therefore	therefore	ADV
afs-127935	278	2	,	,	PUNCT
afs-127935	278	3	also	also	ADV
afs-127935	278	4	the	the	DET
afs-127935	278	5	statistical	statistical	ADJ
afs-127935	278	6	significance	significance	NOUN
afs-127935	278	7	of	of	ADP
afs-127935	278	8	the	the	DET
afs-127935	278	9	model	model	NOUN
afs-127935	278	10	fit	fit	NOUN
afs-127935	278	11	was	be	AUX
afs-127935	278	12	evaluated	evaluate	VERB
afs-127935	278	13	to	to	PART
afs-127935	278	14	choose	choose	VERB
afs-127935	278	15	the	the	DET
afs-127935	278	16	best	good	ADJ
afs-127935	278	17	parsimonious	parsimonious	ADJ
afs-127935	278	18	model	model	NOUN
afs-127935	278	19	.	.	PUNCT
afs-127935	279	1	conclusion	conclusion	NOUN
afs-127935	279	2	in	in	ADP
afs-127935	279	3	this	this	DET
afs-127935	279	4	study	study	NOUN
afs-127935	279	5	we	we	PRON
afs-127935	279	6	have	have	VERB
afs-127935	279	7	,	,	PUNCT
afs-127935	279	8	based	base	VERB
afs-127935	279	9	on	on	ADP
afs-127935	279	10	all	all	DET
afs-127935	279	11	available	available	ADJ
afs-127935	279	12	norwegian	norwegian	ADJ
afs-127935	279	13	vcu	vcu	PROPN
afs-127935	279	14	data	data	PROPN
afs-127935	279	15	for	for	ADP
afs-127935	279	16	timothy	timothy	PROPN
afs-127935	279	17	:	:	PUNCT
afs-127935	279	18	1	1	X
afs-127935	279	19	)	)	PUNCT
afs-127935	279	20	identified	identify	VERB
afs-127935	279	21	the	the	DET
afs-127935	279	22	most	most	ADV
afs-127935	279	23	predictive	predictive	ADJ
afs-127935	279	24	agro	agro	ADJ
afs-127935	279	25	-	-	ADJ
afs-127935	279	26	climatic	climatic	ADJ
afs-127935	279	27	variables	variable	NOUN
afs-127935	279	28	for	for	ADP
afs-127935	279	29	total	total	ADJ
afs-127935	279	30	dmy	dmy	PROPN
afs-127935	279	31	,	,	PUNCT
afs-127935	279	32	and	and	CCONJ
afs-127935	279	33	2	2	X
afs-127935	279	34	)	)	PUNCT
afs-127935	279	35	projected	project	VERB
afs-127935	279	36	future	future	ADJ
afs-127935	279	37	timothy	timothy	PROPN
afs-127935	279	38	production	production	NOUN
afs-127935	279	39	for	for	ADP
afs-127935	279	40	2050–2059	2050–2059	NUM
afs-127935	279	41	and	and	CCONJ
afs-127935	279	42	2090–2099	2090–2099	NUM
afs-127935	279	43	for	for	ADP
afs-127935	279	44	8	8	NUM
afs-127935	279	45	locations	location	NOUN
afs-127935	279	46	across	across	ADP
afs-127935	279	47	norway	norway	PROPN
afs-127935	279	48	,	,	PUNCT
afs-127935	279	49	using	use	VERB
afs-127935	279	50	climate	climate	NOUN
afs-127935	279	51	projections	projection	NOUN
afs-127935	279	52	.	.	PUNCT
afs-127935	280	1	we	we	PRON
afs-127935	280	2	have	have	AUX
afs-127935	280	3	shown	show	VERB
afs-127935	280	4	that	that	SCONJ
afs-127935	280	5	quadratic	quadratic	ADJ
afs-127935	280	6	functions	function	NOUN
afs-127935	280	7	of	of	ADP
afs-127935	280	8	growing	grow	VERB
afs-127935	280	9	degree	degree	NOUN
afs-127935	280	10	days	day	NOUN
afs-127935	280	11	(	(	PUNCT
afs-127935	280	12	gdd	gdd	PROPN
afs-127935	280	13	)	)	PUNCT
afs-127935	280	14	in	in	ADP
afs-127935	280	15	july	july	PROPN
afs-127935	280	16	and	and	CCONJ
afs-127935	280	17	the	the	DET
afs-127935	280	18	number	number	NOUN
afs-127935	280	19	of	of	ADP
afs-127935	280	20	days	day	NOUN
afs-127935	280	21	with	with	ADP
afs-127935	280	22	precipitation	precipitation	NOUN
afs-127935	280	23	above	above	ADP
afs-127935	280	24	1	1	NUM
afs-127935	280	25	mm	mm	NOUN
afs-127935	280	26	in	in	ADP
afs-127935	280	27	june	june	PROPN
afs-127935	280	28	and	and	CCONJ
afs-127935	280	29	july	july	PROPN
afs-127935	280	30	are	be	AUX
afs-127935	280	31	the	the	DET
afs-127935	280	32	most	most	ADV
afs-127935	280	33	predictive	predictive	ADJ
afs-127935	280	34	climatic	climatic	ADJ
afs-127935	280	35	variables	variable	NOUN
afs-127935	280	36	for	for	ADP
afs-127935	280	37	the	the	DET
afs-127935	280	38	total	total	ADJ
afs-127935	280	39	dmy	dmy	PROPN
afs-127935	280	40	of	of	ADP
afs-127935	280	41	timothy	timothy	PROPN
afs-127935	280	42	.	.	PUNCT
afs-127935	281	1	our	our	PRON
afs-127935	281	2	projections	projection	NOUN
afs-127935	281	3	indicate	indicate	VERB
afs-127935	281	4	that	that	SCONJ
afs-127935	281	5	the	the	DET
afs-127935	281	6	production	production	NOUN
afs-127935	281	7	of	of	ADP
afs-127935	281	8	today	today	NOUN
afs-127935	281	9	’s	’s	PART
afs-127935	281	10	timothy	timothy	PROPN
afs-127935	281	11	varieties	variety	NOUN
afs-127935	281	12	may	may	AUX
afs-127935	281	13	decrease	decrease	VERB
afs-127935	281	14	substantially	substantially	ADV
afs-127935	281	15	in	in	ADP
afs-127935	281	16	south	south	ADJ
afs-127935	281	17	-	-	PUNCT
afs-127935	281	18	eastern	eastern	ADJ
afs-127935	281	19	norway	norway	NOUN
afs-127935	281	20	but	but	CCONJ
afs-127935	281	21	increase	increase	VERB
afs-127935	281	22	in	in	ADP
afs-127935	281	23	northern	northern	ADJ
afs-127935	281	24	norway	norway	NOUN
afs-127935	281	25	by	by	ADP
afs-127935	281	26	the	the	DET
afs-127935	281	27	middle	middle	NOUN
afs-127935	281	28	of	of	ADP
afs-127935	281	29	the	the	DET
afs-127935	281	30	century	century	NOUN
afs-127935	281	31	,	,	PUNCT
afs-127935	281	32	assuming	assume	VERB
afs-127935	281	33	other	other	ADJ
afs-127935	281	34	aspects	aspect	NOUN
afs-127935	281	35	such	such	ADJ
afs-127935	281	36	as	as	ADP
afs-127935	281	37	crop	crop	NOUN
afs-127935	281	38	management	management	NOUN
afs-127935	281	39	practices	practice	NOUN
afs-127935	281	40	remain	remain	VERB
afs-127935	281	41	unchanged	unchanged	ADJ
afs-127935	281	42	.	.	PUNCT
afs-127935	282	1	acknowledgements	acknowledgement	NOUN
afs-127935	282	2	we	we	PRON
afs-127935	282	3	would	would	AUX
afs-127935	282	4	like	like	VERB
afs-127935	282	5	to	to	PART
afs-127935	282	6	thank	thank	VERB
afs-127935	282	7	therese	therese	PROPN
afs-127935	282	8	mæland	mæland	NOUN
afs-127935	282	9	,	,	PUNCT
afs-127935	282	10	research	research	NOUN
afs-127935	282	11	scientist	scientist	NOUN
afs-127935	282	12	(	(	PUNCT
afs-127935	282	13	nibio	nibio	PROPN
afs-127935	282	14	,	,	PUNCT
afs-127935	282	15	særheim	særheim	NOUN
afs-127935	282	16	)	)	PUNCT
afs-127935	282	17	,	,	PUNCT
afs-127935	282	18	for	for	ADP
afs-127935	282	19	her	her	PRON
afs-127935	282	20	work	work	NOUN
afs-127935	282	21	on	on	ADP
afs-127935	282	22	making	make	VERB
afs-127935	282	23	the	the	DET
afs-127935	282	24	vcu	vcu	PROPN
afs-127935	282	25	data	datum	NOUN
afs-127935	282	26	available	available	ADJ
afs-127935	282	27	,	,	PUNCT
afs-127935	282	28	and	and	CCONJ
afs-127935	282	29	to	to	ADP
afs-127935	282	30	all	all	DET
afs-127935	282	31	current	current	ADJ
afs-127935	282	32	and	and	CCONJ
afs-127935	282	33	former	former	ADJ
afs-127935	282	34	staff	staff	NOUN
afs-127935	282	35	and	and	CCONJ
afs-127935	282	36	researchers	researcher	NOUN
afs-127935	282	37	at	at	ADP
afs-127935	282	38	the	the	DET
afs-127935	282	39	research	research	NOUN
afs-127935	282	40	stations	station	NOUN
afs-127935	282	41	for	for	ADP
afs-127935	282	42	their	their	PRON
afs-127935	282	43	contributions	contribution	NOUN
afs-127935	282	44	over	over	ADP
afs-127935	282	45	the	the	DET
afs-127935	282	46	last	last	ADJ
afs-127935	282	47	35	35	NUM
afs-127935	282	48	years	year	NOUN
afs-127935	282	49	of	of	ADP
afs-127935	282	50	data	datum	NOUN
afs-127935	282	51	collection	collection	NOUN
afs-127935	282	52	.	.	PUNCT
afs-127935	283	1	we	we	PRON
afs-127935	283	2	would	would	AUX
afs-127935	283	3	also	also	ADV
afs-127935	283	4	like	like	VERB
afs-127935	283	5	to	to	PART
afs-127935	283	6	thank	thank	VERB
afs-127935	283	7	the	the	DET
afs-127935	283	8	rest	rest	NOUN
afs-127935	283	9	of	of	ADP
afs-127935	283	10	the	the	DET
afs-127935	283	11	nextim	nextim	ADJ
afs-127935	283	12	project	project	NOUN
afs-127935	283	13	group	group	NOUN
afs-127935	283	14	for	for	ADP
afs-127935	283	15	useful	useful	ADJ
afs-127935	283	16	discussions	discussion	NOUN
afs-127935	283	17	of	of	ADP
afs-127935	283	18	the	the	DET
afs-127935	283	19	results	result	NOUN
afs-127935	283	20	.	.	PUNCT
afs-127935	284	1	the	the	DET
afs-127935	284	2	work	work	NOUN
afs-127935	284	3	was	be	AUX
afs-127935	284	4	supported	support	VERB
afs-127935	284	5	by	by	ADP
afs-127935	284	6	the	the	DET
afs-127935	284	7	norwegian	norwegian	ADJ
afs-127935	284	8	research	research	NOUN
afs-127935	284	9	council	council	PROPN
afs-127935	284	10	project	project	NOUN
afs-127935	284	11	number	number	NOUN
afs-127935	284	12	303258	303258	NUM
afs-127935	284	13	securing	secure	VERB
afs-127935	284	14	adaptation	adaptation	NOUN
afs-127935	284	15	of	of	ADP
afs-127935	284	16	timothy	timothy	PROPN
afs-127935	284	17	cultivars	cultivar	NOUN
afs-127935	284	18	under	under	ADP
afs-127935	284	19	climate	climate	NOUN
afs-127935	284	20	change	change	NOUN
afs-127935	284	21	and	and	CCONJ
afs-127935	284	22	during	during	ADP
afs-127935	284	23	seed	seed	NOUN
afs-127935	284	24	multiplication	multiplication	NOUN
afs-127935	284	25	using	use	VERB
afs-127935	284	26	genomics	genomic	NOUN
afs-127935	284	27	and	and	CCONJ
afs-127935	284	28	big	big	ADJ
afs-127935	284	29	-	-	PUNCT
afs-127935	284	30	data	data	NOUN
afs-127935	284	31	approaches	approach	NOUN
afs-127935	284	32	(	(	PUNCT
afs-127935	284	33	nextim	nextim	ADV
afs-127935	284	34	)	)	PUNCT
afs-127935	284	35	.	.	PUNCT
afs-127935	285	1	references	reference	NOUN
afs-127935	285	2	baker	baker	PROPN
afs-127935	285	3	,	,	PUNCT
afs-127935	285	4	b.s	b.s	PROPN
afs-127935	285	5	.	.	PROPN
afs-127935	285	6	&	&	CCONJ
afs-127935	285	7	jung	jung	PROPN
afs-127935	285	8	,	,	PUNCT
afs-127935	285	9	g.	g.	PROPN
afs-127935	285	10	1968	1968	NUM
afs-127935	285	11	.	.	PUNCT
afs-127935	286	1	effect	effect	NOUN
afs-127935	286	2	of	of	ADP
afs-127935	286	3	environmental	environmental	ADJ
afs-127935	286	4	conditions	condition	NOUN
afs-127935	286	5	on	on	ADP
afs-127935	286	6	the	the	DET
afs-127935	286	7	growth	growth	NOUN
afs-127935	286	8	of	of	ADP
afs-127935	286	9	four	four	NUM
afs-127935	286	10	perennial	perennial	ADJ
afs-127935	286	11	grasses	grass	NOUN
afs-127935	286	12	.	.	PUNCT
afs-127935	287	1	i.	i.	NOUN
afs-127935	287	2	response	response	NOUN
afs-127935	287	3	to	to	ADP
afs-127935	287	4	controlled	control	VERB
afs-127935	287	5	temperature	temperature	NOUN
afs-127935	287	6	.	.	PUNCT
afs-127935	288	1	agronomy	agronomy	NOUN
afs-127935	288	2	journal	journal	NOUN
afs-127935	288	3	60	60	NUM
afs-127935	288	4	:	:	PUNCT
afs-127935	288	5	155–158	155–158	NUM
afs-127935	288	6	.	.	PUNCT
afs-127935	289	1	https://doi.org/10.2134/agronj1968.00021962006000020003x	https://doi.org/10.2134/agronj1968.00021962006000020003x	PROPN
afs-127935	289	2	baskerville	baskerville	PROPN
afs-127935	289	3	,	,	PUNCT
afs-127935	289	4	g.l	g.l	PROPN
afs-127935	289	5	.	.	PROPN
afs-127935	289	6	and	and	CCONJ
afs-127935	289	7	emin	emin	PROPN
afs-127935	289	8	p.	p.	PROPN
afs-127935	289	9	1969	1969	NUM
afs-127935	289	10	.	.	PUNCT
afs-127935	290	1	rapid	rapid	ADJ
afs-127935	290	2	estimation	estimation	NOUN
afs-127935	290	3	of	of	ADP
afs-127935	290	4	heat	heat	NOUN
afs-127935	290	5	accumulation	accumulation	NOUN
afs-127935	290	6	from	from	ADP
afs-127935	290	7	maximum	maximum	ADJ
afs-127935	290	8	and	and	CCONJ
afs-127935	290	9	minimum	minimum	ADJ
afs-127935	290	10	temperatures	temperature	NOUN
afs-127935	290	11	.	.	PUNCT
afs-127935	291	1	ecology	ecology	NOUN
afs-127935	291	2	50	50	NUM
afs-127935	291	3	:	:	PUNCT
afs-127935	291	4	514–517	514–517	NUM
afs-127935	291	5	.	.	PUNCT
afs-127935	292	1	https://doi.org/10.2307/1933912	https://doi.org/10.2307/1933912	PROPN
afs-127935	292	2	bertrand	bertrand	PROPN
afs-127935	292	3	,	,	PUNCT
afs-127935	292	4	a.	a.	PROPN
afs-127935	292	5	,	,	PUNCT
afs-127935	292	6	tremblay	tremblay	NOUN
afs-127935	292	7	,	,	PUNCT
afs-127935	292	8	g.f	g.f	PROPN
afs-127935	292	9	.	.	PROPN
afs-127935	292	10	,	,	PUNCT
afs-127935	292	11	pelletier	pelletier	PROPN
afs-127935	292	12	,	,	PUNCT
afs-127935	292	13	s.	s.	PROPN
afs-127935	292	14	,	,	PUNCT
afs-127935	292	15	castonguay	castonguay	PROPN
afs-127935	292	16	,	,	PUNCT
afs-127935	292	17	y.	y.	PROPN
afs-127935	292	18	&	&	CCONJ
afs-127935	292	19	bélanger	bélanger	PROPN
afs-127935	292	20	,	,	PUNCT
afs-127935	292	21	g.	g.	PROPN
afs-127935	292	22	2008	2008	NUM
afs-127935	292	23	.	.	PUNCT
afs-127935	293	1	yield	yield	NOUN
afs-127935	293	2	and	and	CCONJ
afs-127935	293	3	nutritive	nutritive	VERB
afs-127935	293	4	value	value	NOUN
afs-127935	293	5	of	of	ADP
afs-127935	293	6	timothy	timothy	PROPN
afs-127935	293	7	as	as	SCONJ
afs-127935	293	8	affected	affect	VERB
afs-127935	293	9	by	by	ADP
afs-127935	293	10	temperature	temperature	NOUN
afs-127935	293	11	,	,	PUNCT
afs-127935	293	12	photoperiod	photoperiod	NOUN
afs-127935	293	13	and	and	CCONJ
afs-127935	293	14	time	time	NOUN
afs-127935	293	15	of	of	ADP
afs-127935	293	16	harvest	harvest	NOUN
afs-127935	293	17	.	.	PUNCT
afs-127935	294	1	grass	grass	NOUN
afs-127935	294	2	and	and	CCONJ
afs-127935	294	3	forage	forage	NOUN
afs-127935	294	4	science	science	NOUN
afs-127935	294	5	63	63	NUM
afs-127935	294	6	:	:	PUNCT
afs-127935	294	7	421–432	421–432	NUM
afs-127935	294	8	.	.	PUNCT
afs-127935	295	1	https://doi.org/10.1111/j.13652494.2008.00649.x	https://doi.org/10.1111/j.13652494.2008.00649.x	PRON
afs-127935	295	2	agricultural	agricultural	ADJ
afs-127935	295	3	and	and	CCONJ
afs-127935	295	4	food	food	NOUN
afs-127935	295	5	science	science	NOUN
afs-127935	295	6	(	(	PUNCT
afs-127935	295	7	2023	2023	NUM
afs-127935	295	8	)	)	PUNCT
afs-127935	295	9	32	32	NUM
afs-127935	295	10	:	:	PUNCT
afs-127935	295	11	80–93	80–93	NUM
afs-127935	295	12	92	92	NUM
afs-127935	295	13	bjerke	bjerke	NOUN
afs-127935	295	14	,	,	PUNCT
afs-127935	295	15	j.w	j.w	PROPN
afs-127935	295	16	.	.	PROPN
afs-127935	295	17	,	,	PUNCT
afs-127935	295	18	tømmervik	tømmervik	PROPN
afs-127935	295	19	,	,	PUNCT
afs-127935	295	20	h.	h.	PROPN
afs-127935	295	21	,	,	PUNCT
afs-127935	295	22	zielke	zielke	PROPN
afs-127935	295	23	,	,	PUNCT
afs-127935	295	24	m.	m.	NOUN
afs-127935	295	25	&	&	CCONJ
afs-127935	295	26	jørgensen	jørgensen	PROPN
afs-127935	295	27	,	,	PUNCT
afs-127935	295	28	m.	m.	NOUN
afs-127935	295	29	2015	2015	NUM
afs-127935	295	30	.	.	PUNCT
afs-127935	296	1	impacts	impact	NOUN
afs-127935	296	2	of	of	ADP
afs-127935	296	3	snow	snow	NOUN
afs-127935	296	4	season	season	NOUN
afs-127935	296	5	on	on	ADP
afs-127935	296	6	ground	ground	NOUN
afs-127935	296	7	-	-	PUNCT
afs-127935	296	8	ice	ice	NOUN
afs-127935	296	9	accumulation	accumulation	NOUN
afs-127935	296	10	,	,	PUNCT
afs-127935	296	11	soil	soil	NOUN
afs-127935	296	12	frost	frost	NOUN
afs-127935	296	13	and	and	CCONJ
afs-127935	296	14	primary	primary	ADJ
afs-127935	296	15	productivity	productivity	NOUN
afs-127935	296	16	in	in	ADP
afs-127935	296	17	a	a	DET
afs-127935	296	18	grassland	grassland	NOUN
afs-127935	296	19	of	of	ADP
afs-127935	296	20	sub	sub	ADJ
afs-127935	296	21	-	-	ADJ
afs-127935	296	22	arctic	arctic	ADJ
afs-127935	296	23	norway	norway	PROPN
afs-127935	296	24	.	.	PUNCT
afs-127935	297	1	environmental	environmental	ADJ
afs-127935	297	2	research	research	NOUN
afs-127935	297	3	letters	letter	NOUN
afs-127935	297	4	10	10	NUM
afs-127935	297	5	:	:	SYM
afs-127935	297	6	095007	095007	NUM
afs-127935	297	7	.	.	PUNCT
afs-127935	298	1	https://doi.org/10.1088/17489326/10/9/095007	https://doi.org/10.1088/17489326/10/9/095007	NOUN
afs-127935	298	2	bolinder	bolinder	NOUN
afs-127935	298	3	,	,	PUNCT
afs-127935	298	4	m.a	m.a	PROPN
afs-127935	298	5	.	.	PROPN
afs-127935	298	6	,	,	PUNCT
afs-127935	298	7	angers	anger	VERB
afs-127935	298	8	,	,	PUNCT
afs-127935	298	9	d.a	d.a	PROPN
afs-127935	298	10	.	.	PROPN
afs-127935	298	11	,	,	PUNCT
afs-127935	298	12	bélanger	bélanger	NOUN
afs-127935	298	13	,	,	PUNCT
afs-127935	298	14	g.	g.	PROPN
afs-127935	298	15	,	,	PUNCT
afs-127935	298	16	michaud	michaud	PROPN
afs-127935	298	17	,	,	PUNCT
afs-127935	298	18	r.	r.	PROPN
afs-127935	298	19	&	&	CCONJ
afs-127935	298	20	laverdière	laverdière	PROPN
afs-127935	298	21	,	,	PUNCT
afs-127935	298	22	m.r	m.r	PROPN
afs-127935	298	23	.	.	PROPN
afs-127935	298	24	2002	2002	NUM
afs-127935	298	25	.	.	PUNCT
afs-127935	299	1	root	root	NOUN
afs-127935	299	2	biomass	biomass	NOUN
afs-127935	299	3	and	and	CCONJ
afs-127935	299	4	shoot	shoot	VERB
afs-127935	299	5	to	to	PART
afs-127935	299	6	root	root	VERB
afs-127935	299	7	ratios	ratio	NOUN
afs-127935	299	8	of	of	ADP
afs-127935	299	9	perennial	perennial	ADJ
afs-127935	299	10	forage	forage	NOUN
afs-127935	299	11	crops	crop	NOUN
afs-127935	299	12	in	in	ADP
afs-127935	299	13	eastern	eastern	PROPN
afs-127935	299	14	canada	canada	PROPN
afs-127935	299	15	.	.	PUNCT
afs-127935	300	1	canadian	canadian	PROPN
afs-127935	300	2	journal	journal	PROPN
afs-127935	300	3	of	of	ADP
afs-127935	300	4	plant	plant	NOUN
afs-127935	300	5	science	science	NOUN
afs-127935	300	6	82	82	NUM
afs-127935	300	7	:	:	PUNCT
afs-127935	300	8	731–737	731–737	NUM
afs-127935	300	9	.	.	PUNCT
afs-127935	301	1	https://doi.org/10.4141/p01-139	https://doi.org/10.4141/p01-139	ADJ
afs-127935	301	2	bonesmo	bonesmo	NOUN
afs-127935	301	3	,	,	PUNCT
afs-127935	301	4	h.	h.	PROPN
afs-127935	301	5	1999	1999	NUM
afs-127935	301	6	.	.	PUNCT
afs-127935	302	1	modelling	model	VERB
afs-127935	302	2	spring	spring	NOUN
afs-127935	302	3	growth	growth	NOUN
afs-127935	302	4	of	of	ADP
afs-127935	302	5	timothy	timothy	PROPN
afs-127935	302	6	and	and	CCONJ
afs-127935	302	7	meadow	meadow	NOUN
afs-127935	302	8	fescue	fescue	NOUN
afs-127935	302	9	by	by	ADP
afs-127935	302	10	an	an	DET
afs-127935	302	11	expolinear	expolinear	ADJ
afs-127935	302	12	growth	growth	NOUN
afs-127935	302	13	equation	equation	NOUN
afs-127935	302	14	.	.	PUNCT
afs-127935	303	1	acta	acta	PROPN
afs-127935	303	2	agriculturae	agriculturae	PROPN
afs-127935	303	3	scandinavica	scandinavica	PROPN
afs-127935	303	4	,	,	PUNCT
afs-127935	303	5	section	section	NOUN
afs-127935	303	6	b	b	NOUN
afs-127935	303	7	-	-	PUNCT
afs-127935	303	8	plant	plant	NOUN
afs-127935	303	9	soil	soil	NOUN
afs-127935	303	10	science	science	NOUN
afs-127935	303	11	49	49	NUM
afs-127935	303	12	:	:	PUNCT
afs-127935	303	13	216–224	216–224	NUM
afs-127935	303	14	.	.	PUNCT
afs-127935	304	1	https://doi.org/10.1080/713782022	https://doi.org/10.1080/713782022	NOUN
afs-127935	304	2	bonesmo	bonesmo	NOUN
afs-127935	304	3	,	,	PUNCT
afs-127935	304	4	h.	h.	PROPN
afs-127935	304	5	&	&	CCONJ
afs-127935	304	6	bélanger	bélanger	PROPN
afs-127935	304	7	,	,	PUNCT
afs-127935	304	8	g.	g.	PROPN
afs-127935	304	9	2002	2002	NUM
afs-127935	304	10	.	.	PUNCT
afs-127935	305	1	timothy	timothy	PROPN
afs-127935	305	2	yield	yield	PROPN
afs-127935	305	3	and	and	CCONJ
afs-127935	305	4	nutritive	nutritive	VERB
afs-127935	305	5	value	value	NOUN
afs-127935	305	6	by	by	ADP
afs-127935	305	7	the	the	DET
afs-127935	305	8	catimo	catimo	ADJ
afs-127935	305	9	model	model	NOUN
afs-127935	305	10	:	:	PUNCT
afs-127935	305	11	i.	i.	NOUN
afs-127935	305	12	growth	growth	PROPN
afs-127935	305	13	and	and	CCONJ
afs-127935	305	14	nitrogen	nitrogen	NOUN
afs-127935	305	15	.	.	PUNCT
afs-127935	306	1	agronomy	agronomy	NOUN
afs-127935	306	2	journal	journal	NOUN
afs-127935	306	3	94	94	NUM
afs-127935	306	4	:	:	PUNCT
afs-127935	306	5	337–345	337–345	NUM
afs-127935	306	6	.	.	PUNCT
afs-127935	307	1	https://doi.org/10.2134/agronj2002.3370	https://doi.org/10.2134/agronj2002.3370	PROPN
afs-127935	307	2	chang	chang	PROPN
afs-127935	307	3	,	,	PUNCT
afs-127935	307	4	j.	j.	PROPN
afs-127935	307	5	,	,	PUNCT
afs-127935	307	6	ciais	ciais	PROPN
afs-127935	307	7	,	,	PUNCT
afs-127935	307	8	p.	p.	NOUN
afs-127935	307	9	,	,	PUNCT
afs-127935	307	10	viovy	viovy	NOUN
afs-127935	307	11	,	,	PUNCT
afs-127935	307	12	n.	n.	NOUN
afs-127935	307	13	,	,	PUNCT
afs-127935	307	14	soussana	soussana	PROPN
afs-127935	307	15	,	,	PUNCT
afs-127935	307	16	j.f	j.f	PROPN
afs-127935	307	17	.	.	PROPN
afs-127935	307	18	,	,	PUNCT
afs-127935	307	19	klumpp	klumpp	PROPN
afs-127935	307	20	,	,	PUNCT
afs-127935	307	21	k.	k.	PROPN
afs-127935	307	22	&	&	CCONJ
afs-127935	307	23	sultan	sultan	PROPN
afs-127935	307	24	,	,	PUNCT
afs-127935	307	25	b.	b.	PROPN
afs-127935	307	26	2017	2017	NUM
afs-127935	307	27	.	.	PUNCT
afs-127935	308	1	future	future	ADJ
afs-127935	308	2	productivity	productivity	NOUN
afs-127935	308	3	and	and	CCONJ
afs-127935	308	4	phenology	phenology	NOUN
afs-127935	308	5	changes	change	NOUN
afs-127935	308	6	in	in	ADP
afs-127935	308	7	european	european	ADJ
afs-127935	308	8	grasslands	grassland	NOUN
afs-127935	308	9	for	for	ADP
afs-127935	308	10	different	different	ADJ
afs-127935	308	11	warming	warming	NOUN
afs-127935	308	12	levels	level	NOUN
afs-127935	308	13	:	:	PUNCT
afs-127935	308	14	implications	implication	NOUN
afs-127935	308	15	for	for	ADP
afs-127935	308	16	grassland	grassland	NOUN
afs-127935	308	17	management	management	NOUN
afs-127935	308	18	and	and	CCONJ
afs-127935	308	19	carbon	carbon	NOUN
afs-127935	308	20	balance	balance	NOUN
afs-127935	308	21	.	.	PUNCT
afs-127935	309	1	carbon	carbon	NOUN
afs-127935	309	2	balance	balance	NOUN
afs-127935	309	3	and	and	CCONJ
afs-127935	309	4	management	management	NOUN
afs-127935	309	5	12	12	NUM
afs-127935	309	6	:	:	PUNCT
afs-127935	309	7	1–21	1–21	PROPN
afs-127935	309	8	.	.	PUNCT
afs-127935	310	1	https://doi.org/10.1186/s13021-017-0079-8	https://doi.org/10.1186/s13021-017-0079-8	PROPN
afs-127935	310	2	claeskens	claeskens	PROPN
afs-127935	310	3	,	,	PUNCT
afs-127935	310	4	g.	g.	PROPN
afs-127935	310	5	&	&	CCONJ
afs-127935	310	6	hjort	hjort	PROPN
afs-127935	310	7	,	,	PUNCT
afs-127935	310	8	n.l	n.l	PROPN
afs-127935	310	9	.	.	PROPN
afs-127935	310	10	2008	2008	NUM
afs-127935	310	11	.	.	PUNCT
afs-127935	311	1	model	model	NOUN
afs-127935	311	2	selection	selection	NOUN
afs-127935	311	3	and	and	CCONJ
afs-127935	311	4	model	model	NOUN
afs-127935	311	5	averaging	averaging	NOUN
afs-127935	311	6	.	.	PUNCT
afs-127935	312	1	cambridge	cambridge	PROPN
afs-127935	312	2	university	university	PROPN
afs-127935	312	3	press	press	NOUN
afs-127935	312	4	.	.	PUNCT
afs-127935	313	1	https://doi.org/10.1017/	https://doi.org/10.1017/	PROPN
afs-127935	313	2	cbo9780511790485	cbo9780511790485	NOUN
afs-127935	313	3	cornes	cornes	PROPN
afs-127935	313	4	,	,	PUNCT
afs-127935	313	5	r.c	r.c	PROPN
afs-127935	313	6	.	.	PROPN
afs-127935	313	7	,	,	PUNCT
afs-127935	313	8	van	van	PROPN
afs-127935	313	9	der	der	PROPN
afs-127935	313	10	schrier	schrier	NOUN
afs-127935	313	11	,	,	PUNCT
afs-127935	313	12	g.	g.	PROPN
afs-127935	313	13	,	,	PUNCT
afs-127935	313	14	van	van	PROPN
afs-127935	313	15	den	den	PROPN
afs-127935	313	16	besselaar	besselaar	NOUN
afs-127935	313	17	,	,	PUNCT
afs-127935	313	18	e.j	e.j	PROPN
afs-127935	313	19	.	.	PROPN
afs-127935	313	20	&	&	CCONJ
afs-127935	313	21	jones	jones	PROPN
afs-127935	313	22	,	,	PUNCT
afs-127935	313	23	p.d	p.d	PROPN
afs-127935	313	24	.	.	PROPN
afs-127935	313	25	2018	2018	NUM
afs-127935	313	26	.	.	PUNCT
afs-127935	314	1	an	an	DET
afs-127935	314	2	ensemble	ensemble	ADJ
afs-127935	314	3	version	version	NOUN
afs-127935	314	4	of	of	ADP
afs-127935	314	5	the	the	DET
afs-127935	314	6	e	e	NOUN
afs-127935	314	7	-	-	ADJ
afs-127935	314	8	obs	obs	ADJ
afs-127935	314	9	temperature	temperature	NOUN
afs-127935	314	10	and	and	CCONJ
afs-127935	314	11	precipitation	precipitation	NOUN
afs-127935	314	12	data	datum	NOUN
afs-127935	314	13	sets	set	NOUN
afs-127935	314	14	.	.	PUNCT
afs-127935	315	1	journal	journal	NOUN
afs-127935	315	2	of	of	ADP
afs-127935	315	3	geophysical	geophysical	ADJ
afs-127935	315	4	research	research	NOUN
afs-127935	315	5	:	:	PUNCT
afs-127935	315	6	atmospheres	atmosphere	VERB
afs-127935	315	7	123	123	NUM
afs-127935	315	8	:	:	PUNCT
afs-127935	315	9	9391–9409	9391–9409	NUM
afs-127935	315	10	.	.	PUNCT
afs-127935	316	1	https://doi.org/10.1029/2017jd028200	https://doi.org/10.1029/2017jd028200	NOUN
afs-127935	316	2	dalmannsdottir	dalmannsdottir	PROPN
afs-127935	316	3	,	,	PUNCT
afs-127935	316	4	s.	s.	PROPN
afs-127935	316	5	,	,	PUNCT
afs-127935	316	6	jørgensen	jørgensen	PROPN
afs-127935	316	7	,	,	PUNCT
afs-127935	316	8	m.	m.	NOUN
afs-127935	316	9	,	,	PUNCT
afs-127935	316	10	rapacz	rapacz	NOUN
afs-127935	316	11	,	,	PUNCT
afs-127935	316	12	m.	m.	NOUN
afs-127935	316	13	,	,	PUNCT
afs-127935	316	14	østrem	østrem	PROPN
afs-127935	316	15	,	,	PUNCT
afs-127935	316	16	l.	l.	PROPN
afs-127935	316	17	,	,	PUNCT
afs-127935	316	18	larsen	larsen	PROPN
afs-127935	316	19	,	,	PUNCT
afs-127935	316	20	a.	a.	PROPN
afs-127935	316	21	,	,	PUNCT
afs-127935	316	22	rødven	rødven	VERB
afs-127935	316	23	,	,	PUNCT
afs-127935	316	24	r.	r.	PROPN
afs-127935	316	25	&	&	CCONJ
afs-127935	316	26	rognli	rognli	PROPN
afs-127935	316	27	,	,	PUNCT
afs-127935	316	28	o.a	o.a	PROPN
afs-127935	316	29	.	.	PROPN
afs-127935	316	30	2017	2017	NUM
afs-127935	316	31	.	.	PUNCT
afs-127935	317	1	cold	cold	ADJ
afs-127935	317	2	acclimation	acclimation	NOUN
afs-127935	317	3	in	in	ADP
afs-127935	317	4	warmer	warm	ADJ
afs-127935	317	5	extended	extend	VERB
afs-127935	317	6	autumns	autumn	NOUN
afs-127935	317	7	impairs	impair	VERB
afs-127935	317	8	freezing	freeze	VERB
afs-127935	317	9	tolerance	tolerance	NOUN
afs-127935	317	10	of	of	ADP
afs-127935	317	11	perennial	perennial	ADJ
afs-127935	317	12	ryegrass	ryegrass	NOUN
afs-127935	317	13	(	(	PUNCT
afs-127935	317	14	lolium	lolium	NOUN
afs-127935	317	15	perenne	perenne	NOUN
afs-127935	317	16	)	)	PUNCT
afs-127935	317	17	and	and	CCONJ
afs-127935	317	18	timothy	timothy	PROPN
afs-127935	317	19	(	(	PUNCT
afs-127935	317	20	phleum	phleum	NOUN
afs-127935	317	21	pratense	pratense	NOUN
afs-127935	317	22	)	)	PUNCT
afs-127935	317	23	.	.	PUNCT
afs-127935	318	1	physiologia	physiologia	PROPN
afs-127935	318	2	plantarum	plantarum	VERB
afs-127935	318	3	160	160	NUM
afs-127935	318	4	:	:	PUNCT
afs-127935	318	5	266–281	266–281	NUM
afs-127935	318	6	.	.	PUNCT
afs-127935	319	1	https://doi.org/10.1111/ppl.12548	https://doi.org/10.1111/ppl.12548	ADV
afs-127935	319	2	dellar	dellar	ADJ
afs-127935	319	3	,	,	PUNCT
afs-127935	319	4	m.	m.	NOUN
afs-127935	319	5	,	,	PUNCT
afs-127935	319	6	topp	topp	PROPN
afs-127935	319	7	,	,	PUNCT
afs-127935	319	8	c.f.e	c.f.e	PROPN
afs-127935	319	9	.	.	PROPN
afs-127935	319	10	,	,	PUNCT
afs-127935	319	11	banos	banos	PROPN
afs-127935	319	12	,	,	PUNCT
afs-127935	319	13	g.	g.	PROPN
afs-127935	319	14	&	&	CCONJ
afs-127935	319	15	wall	wall	PROPN
afs-127935	319	16	,	,	PUNCT
afs-127935	319	17	e.	e.	PROPN
afs-127935	319	18	2018	2018	NUM
afs-127935	319	19	.	.	PUNCT
afs-127935	320	1	a	a	DET
afs-127935	320	2	meta	meta	ADJ
afs-127935	320	3	-	-	PUNCT
afs-127935	320	4	analysis	analysis	NOUN
afs-127935	320	5	on	on	ADP
afs-127935	320	6	the	the	DET
afs-127935	320	7	effects	effect	NOUN
afs-127935	320	8	of	of	ADP
afs-127935	320	9	climate	climate	NOUN
afs-127935	320	10	change	change	NOUN
afs-127935	320	11	on	on	ADP
afs-127935	320	12	the	the	DET
afs-127935	320	13	yield	yield	NOUN
afs-127935	320	14	and	and	CCONJ
afs-127935	320	15	quality	quality	NOUN
afs-127935	320	16	of	of	ADP
afs-127935	320	17	european	european	ADJ
afs-127935	320	18	pastures	pasture	NOUN
afs-127935	320	19	.	.	PUNCT
afs-127935	321	1	agriculture	agriculture	NOUN
afs-127935	321	2	,	,	PUNCT
afs-127935	321	3	ecosystems	ecosystem	NOUN
afs-127935	321	4	&	&	CCONJ
afs-127935	321	5	environment	environment	NOUN
afs-127935	321	6	265	265	NUM
afs-127935	321	7	:	:	PUNCT
afs-127935	321	8	413–420	413–420	NUM
afs-127935	321	9	.	.	PUNCT
afs-127935	322	1	https://doi.org/10.1016/j.agee.2018.06.029	https://doi.org/10.1016/j.agee.2018.06.029	PROPN
afs-127935	322	2	garwood	garwood	PROPN
afs-127935	322	3	,	,	PUNCT
afs-127935	322	4	e.a	e.a	PROPN
afs-127935	322	5	.	.	PROPN
afs-127935	322	6	&	&	CCONJ
afs-127935	322	7	sinclair	sinclair	PROPN
afs-127935	322	8	,	,	PUNCT
afs-127935	322	9	j.	j.	PROPN
afs-127935	322	10	1979	1979	NUM
afs-127935	322	11	.	.	PUNCT
afs-127935	323	1	use	use	NOUN
afs-127935	323	2	of	of	ADP
afs-127935	323	3	water	water	NOUN
afs-127935	323	4	by	by	ADP
afs-127935	323	5	six	six	NUM
afs-127935	323	6	grass	grass	NOUN
afs-127935	323	7	species	specie	NOUN
afs-127935	323	8	.	.	PUNCT
afs-127935	324	1	2	2	X
afs-127935	324	2	.	.	X
afs-127935	324	3	root	root	NOUN
afs-127935	324	4	distribution	distribution	NOUN
afs-127935	324	5	and	and	CCONJ
afs-127935	324	6	use	use	NOUN
afs-127935	324	7	of	of	ADP
afs-127935	324	8	soil	soil	NOUN
afs-127935	324	9	water	water	NOUN
afs-127935	324	10	.	.	PUNCT
afs-127935	325	1	the	the	DET
afs-127935	325	2	journal	journal	NOUN
afs-127935	325	3	of	of	ADP
afs-127935	325	4	agricultural	agricultural	ADJ
afs-127935	325	5	science	science	NOUN
afs-127935	325	6	93	93	NUM
afs-127935	325	7	:	:	PUNCT
afs-127935	325	8	25–35	25–35	NUM
afs-127935	325	9	.	.	PUNCT
afs-127935	326	1	https://doi.org/10.1017/s0021859600086081	https://doi.org/10.1017/s0021859600086081	PROPN
afs-127935	326	2	garwood	garwood	PROPN
afs-127935	326	3	,	,	PUNCT
afs-127935	326	4	e.a	e.a	PROPN
afs-127935	326	5	.	.	PROPN
afs-127935	326	6	,	,	PUNCT
afs-127935	326	7	tyson	tyson	PROPN
afs-127935	326	8	,	,	PUNCT
afs-127935	326	9	k.c	k.c	PROPN
afs-127935	326	10	.	.	PROPN
afs-127935	326	11	&	&	CCONJ
afs-127935	326	12	sinclair	sinclair	PROPN
afs-127935	326	13	,	,	PUNCT
afs-127935	326	14	j.	j.	PROPN
afs-127935	326	15	1979	1979	NUM
afs-127935	326	16	.	.	PUNCT
afs-127935	327	1	use	use	NOUN
afs-127935	327	2	of	of	ADP
afs-127935	327	3	water	water	NOUN
afs-127935	327	4	by	by	ADP
afs-127935	327	5	six	six	NUM
afs-127935	327	6	grass	grass	NOUN
afs-127935	327	7	species	specie	NOUN
afs-127935	327	8	.	.	PUNCT
afs-127935	328	1	1	1	X
afs-127935	328	2	.	.	X
afs-127935	328	3	dry	dry	ADJ
afs-127935	328	4	-	-	PUNCT
afs-127935	328	5	matter	matter	NOUN
afs-127935	328	6	yields	yield	NOUN
afs-127935	328	7	and	and	CCONJ
afs-127935	328	8	response	response	NOUN
afs-127935	328	9	to	to	ADP
afs-127935	328	10	irrigation	irrigation	NOUN
afs-127935	328	11	.	.	PUNCT
afs-127935	329	1	the	the	DET
afs-127935	329	2	journal	journal	NOUN
afs-127935	329	3	of	of	ADP
afs-127935	329	4	agricultural	agricultural	ADJ
afs-127935	329	5	science	science	NOUN
afs-127935	329	6	93	93	NUM
afs-127935	329	7	:	:	PUNCT
afs-127935	329	8	13–24	13–24	NUM
afs-127935	329	9	.	.	PUNCT
afs-127935	330	1	https://doi.org/10.1017/s002185960008607x	https://doi.org/10.1017/s002185960008607x	PROPN
afs-127935	330	2	giorgetta	giorgetta	NOUN
afs-127935	330	3	,	,	PUNCT
afs-127935	330	4	m.a	m.a	PROPN
afs-127935	330	5	.	.	PROPN
afs-127935	330	6	,	,	PUNCT
afs-127935	330	7	jungclaus	jungclaus	PROPN
afs-127935	330	8	,	,	PUNCT
afs-127935	330	9	j.	j.	PROPN
afs-127935	330	10	,	,	PUNCT
afs-127935	330	11	reick	reick	PROPN
afs-127935	330	12	,	,	PUNCT
afs-127935	330	13	c.h	c.h	PROPN
afs-127935	330	14	.	.	PROPN
afs-127935	330	15	,	,	PUNCT
afs-127935	330	16	legutke	legutke	PROPN
afs-127935	330	17	,	,	PUNCT
afs-127935	330	18	s.	s.	PROPN
afs-127935	330	19	,	,	PUNCT
afs-127935	330	20	bader	bader	PROPN
afs-127935	330	21	,	,	PUNCT
afs-127935	330	22	j.	j.	PROPN
afs-127935	330	23	,	,	PUNCT
afs-127935	330	24	böttinger	böttinger	PROPN
afs-127935	330	25	,	,	PUNCT
afs-127935	330	26	m.	m.	NOUN
afs-127935	330	27	,	,	PUNCT
afs-127935	330	28	brovkin	brovkin	NOUN
afs-127935	330	29	,	,	PUNCT
afs-127935	330	30	v.	v.	ADV
afs-127935	330	31	,	,	PUNCT
afs-127935	330	32	crueger	crueger	NOUN
afs-127935	330	33	,	,	PUNCT
afs-127935	330	34	t.	t.	PROPN
afs-127935	330	35	,	,	PUNCT
afs-127935	330	36	esch	esch	PROPN
afs-127935	330	37	,	,	PUNCT
afs-127935	330	38	m.	m.	NOUN
afs-127935	330	39	&	&	CCONJ
afs-127935	330	40	fieg	fieg	PROPN
afs-127935	330	41	,	,	PUNCT
afs-127935	330	42	k.	k.	PROPN
afs-127935	330	43	2013	2013	NUM
afs-127935	330	44	.	.	PUNCT
afs-127935	331	1	climate	climate	NOUN
afs-127935	331	2	and	and	CCONJ
afs-127935	331	3	carbon	carbon	NOUN
afs-127935	331	4	cycle	cycle	NOUN
afs-127935	331	5	changes	change	NOUN
afs-127935	331	6	from	from	ADP
afs-127935	331	7	1850	1850	NUM
afs-127935	331	8	to	to	ADP
afs-127935	331	9	2100	2100	NUM
afs-127935	331	10	in	in	ADP
afs-127935	331	11	mpi	mpi	ADJ
afs-127935	331	12	-	-	ADJ
afs-127935	331	13	esm	esm	ADJ
afs-127935	331	14	simulations	simulation	NOUN
afs-127935	331	15	for	for	ADP
afs-127935	331	16	the	the	DET
afs-127935	331	17	coupled	couple	VERB
afs-127935	331	18	model	model	NOUN
afs-127935	331	19	intercomparison	intercomparison	PROPN
afs-127935	331	20	project	project	NOUN
afs-127935	331	21	phase	phase	NOUN
afs-127935	331	22	5	5	NUM
afs-127935	331	23	.	.	PUNCT
afs-127935	331	24	journal	journal	NOUN
afs-127935	331	25	of	of	ADP
afs-127935	331	26	advances	advance	NOUN
afs-127935	331	27	in	in	ADP
afs-127935	331	28	modeling	model	VERB
afs-127935	331	29	earth	earth	NOUN
afs-127935	331	30	systems	system	NOUN
afs-127935	331	31	5	5	NUM
afs-127935	331	32	:	:	PUNCT
afs-127935	331	33	572–597	572–597	NUM
afs-127935	331	34	.	.	PUNCT
afs-127935	331	35	https://doi.org/10.1002/jame.20038	https://doi.org/10.1002/jame.20038	NOUN
afs-127935	331	36	goliński	goliński	PROPN
afs-127935	331	37	,	,	PUNCT
afs-127935	331	38	p.	p.	PROPN
afs-127935	331	39	,	,	PUNCT
afs-127935	331	40	czerwiński	czerwiński	NOUN
afs-127935	331	41	,	,	PUNCT
afs-127935	331	42	m.	m.	NOUN
afs-127935	331	43	,	,	PUNCT
afs-127935	331	44	jørgensen	jørgensen	PROPN
afs-127935	331	45	,	,	PUNCT
afs-127935	331	46	m.	m.	NOUN
afs-127935	331	47	,	,	PUNCT
afs-127935	331	48	mølmann	mølmann	PROPN
afs-127935	331	49	,	,	PUNCT
afs-127935	331	50	j.a	j.a	PROPN
afs-127935	331	51	.	.	PROPN
afs-127935	331	52	,	,	PUNCT
afs-127935	331	53	golińska	golińska	PROPN
afs-127935	331	54	,	,	PUNCT
afs-127935	331	55	b.	b.	PROPN
afs-127935	331	56	&	&	CCONJ
afs-127935	331	57	taff	taff	PROPN
afs-127935	331	58	,	,	PUNCT
afs-127935	331	59	g.	g.	PROPN
afs-127935	331	60	2018	2018	NUM
afs-127935	331	61	.	.	PUNCT
afs-127935	332	1	relationship	relationship	NOUN
afs-127935	332	2	between	between	ADP
afs-127935	332	3	climate	climate	NOUN
afs-127935	332	4	trends	trend	NOUN
afs-127935	332	5	and	and	CCONJ
afs-127935	332	6	grassland	grassland	NOUN
afs-127935	332	7	yield	yield	NOUN
afs-127935	332	8	across	across	ADP
afs-127935	332	9	contrasting	contrast	VERB
afs-127935	332	10	european	european	ADJ
afs-127935	332	11	locations	location	NOUN
afs-127935	332	12	.	.	PUNCT
afs-127935	333	1	open	open	ADJ
afs-127935	333	2	life	life	NOUN
afs-127935	333	3	sciences	science	NOUN
afs-127935	333	4	13	13	NUM
afs-127935	333	5	:	:	PUNCT
afs-127935	334	1	589–598	589–598	NUM
afs-127935	334	2	.	.	PUNCT
afs-127935	334	3	https://doi.org/10.1515/biol-2018-0070	https://doi.org/10.1515/biol-2018-0070	PROPN
afs-127935	334	4	hanssen	hanssen	PROPN
afs-127935	334	5	-	-	PUNCT
afs-127935	334	6	bauer	bauer	PROPN
afs-127935	334	7	,	,	PUNCT
afs-127935	334	8	i.	i.	PROPN
afs-127935	334	9	,	,	PUNCT
afs-127935	334	10	førland	førland	PROPN
afs-127935	334	11	,	,	PUNCT
afs-127935	334	12	e.j	e.j	PROPN
afs-127935	334	13	.	.	PROPN
afs-127935	334	14	,	,	PUNCT
afs-127935	334	15	haddeland	haddeland	PROPN
afs-127935	334	16	,	,	PUNCT
afs-127935	334	17	i.	i.	NOUN
afs-127935	334	18	,	,	PUNCT
afs-127935	334	19	hisdal	hisdal	PROPN
afs-127935	334	20	,	,	PUNCT
afs-127935	334	21	h.	h.	PROPN
afs-127935	334	22	,	,	PUNCT
afs-127935	334	23	mayer	mayer	PROPN
afs-127935	334	24	,	,	PUNCT
afs-127935	334	25	s.	s.	PROPN
afs-127935	334	26	,	,	PUNCT
afs-127935	334	27	nesje	nesje	PROPN
afs-127935	334	28	,	,	PUNCT
afs-127935	334	29	a.	a.	PROPN
afs-127935	334	30	,	,	PUNCT
afs-127935	334	31	nilsen	nilsen	PROPN
afs-127935	334	32	,	,	PUNCT
afs-127935	334	33	j.e.ø	j.e.ø	PROPN
afs-127935	334	34	.	.	PROPN
afs-127935	334	35	,	,	PUNCT
afs-127935	334	36	sandven	sandven	ADJ
afs-127935	334	37	,	,	PUNCT
afs-127935	334	38	s.	s.	PROPN
afs-127935	334	39	,	,	PUNCT
afs-127935	334	40	sandø	sandø	PROPN
afs-127935	334	41	,	,	PUNCT
afs-127935	334	42	a.b	a.b	PROPN
afs-127935	334	43	.	.	PROPN
afs-127935	334	44	,	,	PUNCT
afs-127935	334	45	sorteberg	sorteberg	PROPN
afs-127935	334	46	a.	a.	PROPN
afs-127935	334	47	&	&	CCONJ
afs-127935	334	48	ådlandsvik	ådlandsvik	PROPN
afs-127935	334	49	,	,	PUNCT
afs-127935	334	50	b.	b.	PROPN
afs-127935	334	51	2015	2015	NUM
afs-127935	334	52	.	.	PUNCT
afs-127935	335	1	klima	klima	PROPN
afs-127935	336	1	i	i	PRON
afs-127935	336	2	norge	norge	VERB
afs-127935	336	3	2100	2100	NUM
afs-127935	336	4	kunnskapsgrunnlag	kunnskapsgrunnlag	PROPN
afs-127935	336	5	for	for	ADP
afs-127935	336	6	klimatilpasning	klimatilpasning	NOUN
afs-127935	336	7	,	,	PUNCT
afs-127935	336	8	oppdatert	oppdatert	ADJ
afs-127935	336	9	i	i	PROPN
afs-127935	336	10	2015	2015	NUM
afs-127935	336	11	.	.	PUNCT
afs-127935	337	1	(	(	PUNCT
afs-127935	337	2	in	in	ADP
afs-127935	337	3	english	english	PROPN
afs-127935	337	4	:	:	PUNCT
afs-127935	337	5	climate	climate	NOUN
afs-127935	337	6	in	in	ADP
afs-127935	337	7	norway	norway	PROPN
afs-127935	337	8	2100	2100	NUM
afs-127935	337	9	knowledge	knowledge	NOUN
afs-127935	337	10	base	base	NOUN
afs-127935	337	11	for	for	ADP
afs-127935	337	12	climate	climate	NOUN
afs-127935	337	13	adaptation	adaptation	NOUN
afs-127935	337	14	,	,	PUNCT
afs-127935	337	15	updated	update	VERB
afs-127935	337	16	in	in	ADP
afs-127935	337	17	2015	2015	NUM
afs-127935	337	18	)	)	PUNCT
afs-127935	337	19	.	.	PUNCT
afs-127935	338	1	norwegian	norwegian	ADJ
afs-127935	338	2	centre	centre	NOUN
afs-127935	338	3	for	for	ADP
afs-127935	338	4	climate	climate	NOUN
afs-127935	338	5	services	service	NOUN
afs-127935	338	6	,	,	PUNCT
afs-127935	338	7	report	report	NOUN
afs-127935	338	8	2/2015	2/2015	NUM
afs-127935	338	9	.	.	PUNCT
afs-127935	339	1	hastie	hastie	PROPN
afs-127935	339	2	,	,	PUNCT
afs-127935	339	3	t.	t.	PROPN
afs-127935	339	4	,	,	PUNCT
afs-127935	339	5	tibshirani	tibshirani	PROPN
afs-127935	339	6	,	,	PUNCT
afs-127935	339	7	r.	r.	PROPN
afs-127935	339	8	&	&	CCONJ
afs-127935	339	9	friedman	friedman	PROPN
afs-127935	339	10	,	,	PUNCT
afs-127935	339	11	j.	j.	PROPN
afs-127935	339	12	2019	2019	NUM
afs-127935	339	13	.	.	PUNCT
afs-127935	340	1	the	the	DET
afs-127935	340	2	elements	element	NOUN
afs-127935	340	3	of	of	ADP
afs-127935	340	4	statistical	statistical	ADJ
afs-127935	340	5	learning	learning	NOUN
afs-127935	340	6	:	:	PUNCT
afs-127935	340	7	data	datum	NOUN
afs-127935	340	8	mining	mining	NOUN
afs-127935	340	9	,	,	PUNCT
afs-127935	340	10	inference	inference	NOUN
afs-127935	340	11	,	,	PUNCT
afs-127935	340	12	and	and	CCONJ
afs-127935	340	13	prediction	prediction	NOUN
afs-127935	340	14	.	.	PUNCT
afs-127935	341	1	springer	springer	NOUN
afs-127935	341	2	series	series	PROPN
afs-127935	341	3	in	in	ADP
afs-127935	341	4	statistics	statistic	NOUN
afs-127935	341	5	.	.	PUNCT
afs-127935	342	1	764	764	NUM
afs-127935	342	2	p.	p.	PROPN
afs-127935	342	3	hausfather	hausfather	PROPN
afs-127935	342	4	,	,	PUNCT
afs-127935	342	5	z.	z.	PROPN
afs-127935	342	6	&	&	CCONJ
afs-127935	342	7	peters	peters	PROPN
afs-127935	342	8	,	,	PUNCT
afs-127935	342	9	g.p	g.p	PROPN
afs-127935	342	10	.	.	PROPN
afs-127935	342	11	2020	2020	NUM
afs-127935	342	12	.	.	PUNCT
afs-127935	343	1	emissions	emission	NOUN
afs-127935	343	2	-	-	PUNCT
afs-127935	343	3	the	the	DET
afs-127935	343	4	‘	'	PUNCT
afs-127935	343	5	business	business	NOUN
afs-127935	343	6	as	as	SCONJ
afs-127935	343	7	usual’story	usual’story	NOUN
afs-127935	343	8	is	be	AUX
afs-127935	343	9	misleading	misleading	ADJ
afs-127935	343	10	.	.	PUNCT
afs-127935	344	1	nature	nature	NOUN
afs-127935	344	2	577	577	NUM
afs-127935	344	3	:	:	PUNCT
afs-127935	344	4	618–620	618–620	NUM
afs-127935	344	5	.	.	PUNCT
afs-127935	345	1	https://doi	https://doi	NOUN
afs-127935	345	2	.	.	PUNCT
afs-127935	345	3	org/10.1038	org/10.1038	PROPN
afs-127935	345	4	/	/	SYM
afs-127935	345	5	d41586	d41586	PROPN
afs-127935	345	6	-	-	PUNCT
afs-127935	345	7	020	020	NUM
afs-127935	345	8	-	-	PUNCT
afs-127935	345	9	00177	00177	NUM
afs-127935	345	10	-	-	SYM
afs-127935	345	11	3	3	NUM
afs-127935	345	12	hazeleger	hazeleger	NOUN
afs-127935	345	13	,	,	PUNCT
afs-127935	345	14	w.	w.	PROPN
afs-127935	345	15	,	,	PUNCT
afs-127935	345	16	wang	wang	PROPN
afs-127935	345	17	,	,	PUNCT
afs-127935	345	18	x.	x.	PROPN
afs-127935	345	19	,	,	PUNCT
afs-127935	345	20	severijns	severijns	NOUN
afs-127935	345	21	,	,	PUNCT
afs-127935	345	22	c.	c.	PROPN
afs-127935	345	23	,	,	PUNCT
afs-127935	345	24	ştefănescu	ştefănescu	NOUN
afs-127935	345	25	,	,	PUNCT
afs-127935	345	26	s.	s.	PROPN
afs-127935	345	27	,	,	PUNCT
afs-127935	345	28	bintanja	bintanja	PROPN
afs-127935	345	29	,	,	PUNCT
afs-127935	345	30	r.	r.	PROPN
afs-127935	345	31	,	,	PUNCT
afs-127935	345	32	sterl	sterl	NOUN
afs-127935	345	33	,	,	PUNCT
afs-127935	345	34	a.	a.	NOUN
afs-127935	345	35	,	,	PUNCT
afs-127935	345	36	wyser	wyser	NOUN
afs-127935	345	37	,	,	PUNCT
afs-127935	345	38	k.	k.	PROPN
afs-127935	345	39	,	,	PUNCT
afs-127935	345	40	semmler	semmler	NOUN
afs-127935	345	41	,	,	PUNCT
afs-127935	345	42	t.	t.	PROPN
afs-127935	345	43	,	,	PUNCT
afs-127935	345	44	yang	yang	PROPN
afs-127935	345	45	,	,	PUNCT
afs-127935	345	46	s.	s.	PROPN
afs-127935	345	47	&	&	CCONJ
afs-127935	345	48	van	van	PROPN
afs-127935	345	49	den	den	PROPN
afs-127935	345	50	hurk	hurk	PROPN
afs-127935	345	51	,	,	PUNCT
afs-127935	345	52	b.	b.	PROPN
afs-127935	345	53	2012	2012	NUM
afs-127935	345	54	.	.	PUNCT
afs-127935	346	1	ec	ec	NOUN
afs-127935	346	2	-	-	PUNCT
afs-127935	346	3	earth	earth	NOUN
afs-127935	346	4	v2	v2	NOUN
afs-127935	346	5	.	.	PUNCT
afs-127935	347	1	2	2	NUM
afs-127935	347	2	:	:	PUNCT
afs-127935	347	3	description	description	NOUN
afs-127935	347	4	and	and	CCONJ
afs-127935	347	5	validation	validation	NOUN
afs-127935	347	6	of	of	ADP
afs-127935	347	7	a	a	DET
afs-127935	347	8	new	new	ADJ
afs-127935	347	9	seamless	seamless	ADJ
afs-127935	347	10	earth	earth	NOUN
afs-127935	347	11	system	system	NOUN
afs-127935	347	12	prediction	prediction	NOUN
afs-127935	347	13	model	model	NOUN
afs-127935	347	14	.	.	PUNCT
afs-127935	348	1	climate	climate	NOUN
afs-127935	348	2	dynamics	dynamic	NOUN
afs-127935	348	3	39	39	NUM
afs-127935	348	4	:	:	PUNCT
afs-127935	348	5	2611–2629	2611–2629	NUM
afs-127935	348	6	.	.	PUNCT
afs-127935	349	1	https://doi.org/10.1007/s00382-011-1228-5	https://doi.org/10.1007/s00382-011-1228-5	PROPN
afs-127935	349	2	hay	hay	PROPN
afs-127935	349	3	,	,	PUNCT
afs-127935	349	4	r.k.m	r.k.m	PROPN
afs-127935	349	5	.	.	PROPN
afs-127935	349	6	1990	1990	NUM
afs-127935	349	7	the	the	DET
afs-127935	349	8	influence	influence	NOUN
afs-127935	349	9	of	of	ADP
afs-127935	349	10	photoperiod	photoperiod	NOUN
afs-127935	349	11	on	on	ADP
afs-127935	349	12	the	the	DET
afs-127935	349	13	dry	dry	ADJ
afs-127935	349	14	-	-	PUNCT
afs-127935	349	15	matter	matter	NOUN
afs-127935	349	16	production	production	NOUN
afs-127935	349	17	of	of	ADP
afs-127935	349	18	grasses	grass	NOUN
afs-127935	349	19	and	and	CCONJ
afs-127935	349	20	cereals	cereal	NOUN
afs-127935	349	21	.	.	PUNCT
afs-127935	350	1	new	new	ADJ
afs-127935	350	2	phytologist	phytologist	NOUN
afs-127935	350	3	116	116	NUM
afs-127935	350	4	:	:	PUNCT
afs-127935	350	5	233	233	NUM
afs-127935	350	6	–	–	PUNCT
afs-127935	350	7	254	254	NUM
afs-127935	350	8	.	.	PUNCT
afs-127935	351	1	https://doi.org/10.1111/j.1469-8137.1990.tb04711.x	https://doi.org/10.1111/j.1469-8137.1990.tb04711.x	PRON
afs-127935	351	2	höglind	höglind	NOUN
afs-127935	351	3	,	,	PUNCT
afs-127935	351	4	m.	m.	NOUN
afs-127935	351	5	,	,	PUNCT
afs-127935	351	6	van	van	PROPN
afs-127935	351	7	oijen	oijen	NOUN
afs-127935	351	8	,	,	PUNCT
afs-127935	351	9	m.	m.	NOUN
afs-127935	351	10	,	,	PUNCT
afs-127935	351	11	cameron	cameron	PROPN
afs-127935	351	12	,	,	PUNCT
afs-127935	351	13	d.	d.	PROPN
afs-127935	351	14	&	&	CCONJ
afs-127935	351	15	persson	persson	PROPN
afs-127935	351	16	,	,	PUNCT
afs-127935	351	17	t.	t.	PROPN
afs-127935	351	18	2016	2016	NUM
afs-127935	351	19	.	.	PUNCT
afs-127935	352	1	process	process	NOUN
afs-127935	352	2	-	-	PUNCT
afs-127935	352	3	based	base	VERB
afs-127935	352	4	simulation	simulation	NOUN
afs-127935	352	5	of	of	ADP
afs-127935	352	6	growth	growth	NOUN
afs-127935	352	7	and	and	CCONJ
afs-127935	352	8	overwintering	overwintering	NOUN
afs-127935	352	9	of	of	ADP
afs-127935	352	10	grassland	grassland	NOUN
afs-127935	352	11	using	use	VERB
afs-127935	352	12	the	the	DET
afs-127935	352	13	basgra	basgra	PROPN
afs-127935	352	14	model	model	PROPN
afs-127935	352	15	.	.	PUNCT
afs-127935	353	1	ecological	ecological	ADJ
afs-127935	353	2	modelling	modelling	NOUN
afs-127935	353	3	335	335	NUM
afs-127935	353	4	:	:	PUNCT
afs-127935	353	5	1–15	1–15	NUM
afs-127935	353	6	.	.	PUNCT
afs-127935	354	1	https://doi.org/10.1016/j.ecolmodel.2016.04.024	https://doi.org/10.1016/j.ecolmodel.2016.04.024	ADJ
afs-127935	354	2	höglind	höglind	NOUN
afs-127935	354	3	,	,	PUNCT
afs-127935	354	4	m.	m.	NOUN
afs-127935	354	5	,	,	PUNCT
afs-127935	354	6	thorsen	thorsen	PROPN
afs-127935	354	7	,	,	PUNCT
afs-127935	354	8	s.m	s.m	PROPN
afs-127935	354	9	.	.	PROPN
afs-127935	354	10	&	&	CCONJ
afs-127935	354	11	semenov	semenov	PROPN
afs-127935	354	12	,	,	PUNCT
afs-127935	354	13	m.a	m.a	PROPN
afs-127935	354	14	.	.	PROPN
afs-127935	354	15	2013	2013	NUM
afs-127935	354	16	.	.	PUNCT
afs-127935	355	1	assessing	assess	VERB
afs-127935	355	2	uncertainties	uncertainty	NOUN
afs-127935	355	3	in	in	ADP
afs-127935	355	4	impact	impact	NOUN
afs-127935	355	5	of	of	ADP
afs-127935	355	6	climate	climate	NOUN
afs-127935	355	7	change	change	NOUN
afs-127935	355	8	on	on	ADP
afs-127935	355	9	grass	grass	NOUN
afs-127935	355	10	production	production	NOUN
afs-127935	355	11	in	in	ADP
afs-127935	355	12	northern	northern	ADJ
afs-127935	355	13	europe	europe	PROPN
afs-127935	355	14	using	use	VERB
afs-127935	355	15	ensembles	ensemble	NOUN
afs-127935	355	16	of	of	ADP
afs-127935	355	17	global	global	ADJ
afs-127935	355	18	climate	climate	NOUN
afs-127935	355	19	models	model	NOUN
afs-127935	355	20	.	.	PUNCT
afs-127935	356	1	agricultural	agricultural	ADJ
afs-127935	356	2	and	and	CCONJ
afs-127935	356	3	forest	forest	NOUN
afs-127935	356	4	meteorology	meteorology	NOUN
afs-127935	356	5	170	170	NUM
afs-127935	356	6	:	:	PUNCT
afs-127935	356	7	103–113	103–113	NUM
afs-127935	356	8	.	.	PUNCT
afs-127935	357	1	https://doi	https://doi	X
afs-127935	357	2	.	.	PUNCT
afs-127935	358	1	org/10.1016	org/10.1016	PROPN
afs-127935	358	2	/	/	SYM
afs-127935	358	3	j.agrformet.2012.02.010	j.agrformet.2012.02.010	PROPN
afs-127935	358	4	jacob	jacob	PROPN
afs-127935	358	5	,	,	PUNCT
afs-127935	358	6	d.	d.	PROPN
afs-127935	358	7	,	,	PUNCT
afs-127935	358	8	petersen	petersen	PROPN
afs-127935	358	9	,	,	PUNCT
afs-127935	358	10	m.	m.	NOUN
afs-127935	358	11	,	,	PUNCT
afs-127935	358	12	eggert	eggert	PROPN
afs-127935	358	13	,	,	PUNCT
afs-127935	358	14	b.	b.	PROPN
afs-127935	358	15	,	,	PUNCT
afs-127935	358	16	alias	alias	PROPN
afs-127935	358	17	,	,	PUNCT
afs-127935	358	18	a.	a.	NOUN
afs-127935	358	19	,	,	PUNCT
afs-127935	358	20	christensen	christensen	PROPN
afs-127935	358	21	,	,	PUNCT
afs-127935	358	22	o.b	o.b	PROPN
afs-127935	358	23	.	.	PROPN
afs-127935	358	24	,	,	PUNCT
afs-127935	358	25	bouwer	bouwer	PROPN
afs-127935	358	26	,	,	PUNCT
afs-127935	358	27	l.m	l.m	PROPN
afs-127935	358	28	.	.	PROPN
afs-127935	358	29	,	,	PUNCT
afs-127935	358	30	braun	braun	PROPN
afs-127935	358	31	,	,	PUNCT
afs-127935	358	32	a.	a.	NOUN
afs-127935	358	33	,	,	PUNCT
afs-127935	358	34	colette	colette	PROPN
afs-127935	358	35	,	,	PUNCT
afs-127935	358	36	a.	a.	NOUN
afs-127935	358	37	,	,	PUNCT
afs-127935	358	38	déqué	déqué	PROPN
afs-127935	358	39	,	,	PUNCT
afs-127935	358	40	m.	m.	NOUN
afs-127935	358	41	&	&	CCONJ
afs-127935	358	42	georgievski	georgievski	PROPN
afs-127935	358	43	,	,	PUNCT
afs-127935	358	44	g.	g.	PROPN
afs-127935	358	45	2014	2014	NUM
afs-127935	358	46	.	.	PUNCT
afs-127935	359	1	euro	euro	NOUN
afs-127935	359	2	-	-	PUNCT
afs-127935	359	3	cordex	cordex	NOUN
afs-127935	359	4	:	:	PUNCT
afs-127935	359	5	new	new	ADJ
afs-127935	359	6	high	high	ADJ
afs-127935	359	7	-	-	PUNCT
afs-127935	359	8	resolution	resolution	NOUN
afs-127935	359	9	climate	climate	NOUN
afs-127935	359	10	change	change	NOUN
afs-127935	359	11	projections	projection	NOUN
afs-127935	359	12	for	for	ADP
afs-127935	359	13	european	european	ADJ
afs-127935	359	14	impact	impact	NOUN
afs-127935	359	15	research	research	NOUN
afs-127935	359	16	.	.	PUNCT
afs-127935	360	1	regional	regional	ADJ
afs-127935	360	2	environmental	environmental	ADJ
afs-127935	360	3	change	change	NOUN
afs-127935	360	4	14	14	NUM
afs-127935	360	5	:	:	PUNCT
afs-127935	360	6	563–578	563–578	NUM
afs-127935	360	7	.	.	PUNCT
afs-127935	360	8	https://doi.org/10.1007/s10113-013-0499-2	https://doi.org/10.1007/s10113-013-0499-2	PROPN
afs-127935	360	9	jacob	jacob	PROPN
afs-127935	360	10	,	,	PUNCT
afs-127935	360	11	d.	d.	PROPN
afs-127935	360	12	,	,	PUNCT
afs-127935	360	13	teichmann	teichmann	PROPN
afs-127935	360	14	,	,	PUNCT
afs-127935	360	15	c.	c.	PROPN
afs-127935	360	16	,	,	PUNCT
afs-127935	360	17	sobolowski	sobolowski	PROPN
afs-127935	360	18	,	,	PUNCT
afs-127935	360	19	s.	s.	PROPN
afs-127935	360	20	,	,	PUNCT
afs-127935	360	21	katragkou	katragkou	PROPN
afs-127935	360	22	,	,	PUNCT
afs-127935	360	23	e.	e.	PROPN
afs-127935	360	24	,	,	PUNCT
afs-127935	360	25	anders	anders	PROPN
afs-127935	360	26	,	,	PUNCT
afs-127935	360	27	i.	i.	PROPN
afs-127935	360	28	,	,	PUNCT
afs-127935	360	29	belda	belda	NOUN
afs-127935	360	30	,	,	PUNCT
afs-127935	360	31	m.	m.	NOUN
afs-127935	360	32	,	,	PUNCT
afs-127935	360	33	benestad	benestad	PROPN
afs-127935	360	34	,	,	PUNCT
afs-127935	360	35	r.	r.	PROPN
afs-127935	360	36	,	,	PUNCT
afs-127935	360	37	boberg	boberg	PROPN
afs-127935	360	38	,	,	PUNCT
afs-127935	360	39	f.	f.	PROPN
afs-127935	360	40	,	,	PUNCT
afs-127935	360	41	buonomo	buonomo	PROPN
afs-127935	360	42	,	,	PUNCT
afs-127935	360	43	e.	e.	PROPN
afs-127935	360	44	&	&	CCONJ
afs-127935	360	45	cardoso	cardoso	PROPN
afs-127935	360	46	,	,	PUNCT
afs-127935	360	47	r.	r.	PROPN
afs-127935	360	48	m.	m.	PROPN
afs-127935	360	49	2020	2020	NUM
afs-127935	360	50	.	.	PUNCT
afs-127935	361	1	regional	regional	ADJ
afs-127935	361	2	climate	climate	NOUN
afs-127935	361	3	downscaling	downscale	VERB
afs-127935	361	4	over	over	ADP
afs-127935	361	5	europe	europe	PROPN
afs-127935	361	6	:	:	PUNCT
afs-127935	361	7	perspectives	perspective	NOUN
afs-127935	361	8	from	from	ADP
afs-127935	361	9	the	the	DET
afs-127935	361	10	euro	euro	PROPN
afs-127935	361	11	-	-	PUNCT
afs-127935	361	12	cordex	cordex	NOUN
afs-127935	361	13	community	community	NOUN
afs-127935	361	14	.	.	PUNCT
afs-127935	362	1	regional	regional	ADJ
afs-127935	362	2	environmental	environmental	ADJ
afs-127935	362	3	change	change	NOUN
afs-127935	362	4	20	20	NUM
afs-127935	362	5	:	:	SYM
afs-127935	362	6	51	51	NUM
afs-127935	362	7	.	.	PUNCT
afs-127935	363	1	jing	jing	PROPN
afs-127935	363	2	,	,	PUNCT
afs-127935	363	3	q.	q.	PROPN
afs-127935	363	4	,	,	PUNCT
afs-127935	363	5	bélanger	bélanger	NOUN
afs-127935	363	6	,	,	PUNCT
afs-127935	363	7	g.	g.	PROPN
afs-127935	363	8	,	,	PUNCT
afs-127935	363	9	qian	qian	PROPN
afs-127935	363	10	,	,	PUNCT
afs-127935	363	11	b.	b.	PROPN
afs-127935	363	12	&	&	CCONJ
afs-127935	363	13	baron	baron	PROPN
afs-127935	363	14	,	,	PUNCT
afs-127935	363	15	v.	v.	ADP
afs-127935	363	16	2013	2013	NUM
afs-127935	363	17	.	.	PUNCT
afs-127935	364	1	timothy	timothy	PROPN
afs-127935	364	2	yield	yield	PROPN
afs-127935	364	3	and	and	CCONJ
afs-127935	364	4	nutritive	nutritive	VERB
afs-127935	364	5	value	value	NOUN
afs-127935	364	6	under	under	ADP
afs-127935	364	7	climate	climate	NOUN
afs-127935	364	8	change	change	NOUN
afs-127935	364	9	in	in	ADP
afs-127935	364	10	canada	canada	PROPN
afs-127935	364	11	.	.	PUNCT
afs-127935	365	1	agronomy	agronomy	NOUN
afs-127935	365	2	journal	journal	PROPN
afs-127935	365	3	105	105	NUM
afs-127935	365	4	:	:	PUNCT
afs-127935	365	5	1683–1694	1683–1694	NUM
afs-127935	365	6	.	.	PUNCT
afs-127935	366	1	https://doi.org/10.2134/agronj2013.0195	https://doi.org/10.2134/agronj2013.0195	PROPN
afs-127935	366	2	korhonen	korhonen	PROPN
afs-127935	366	3	,	,	PUNCT
afs-127935	366	4	p.	p.	PROPN
afs-127935	366	5	,	,	PUNCT
afs-127935	366	6	palosuo	palosuo	PROPN
afs-127935	366	7	,	,	PUNCT
afs-127935	366	8	t.	t.	PROPN
afs-127935	366	9	,	,	PUNCT
afs-127935	366	10	persson	persson	PROPN
afs-127935	366	11	,	,	PUNCT
afs-127935	366	12	t.	t.	PROPN
afs-127935	366	13	,	,	PUNCT
afs-127935	366	14	höglind	höglind	PROPN
afs-127935	366	15	,	,	PUNCT
afs-127935	366	16	m.	m.	NOUN
afs-127935	366	17	,	,	PUNCT
afs-127935	366	18	jégo	jégo	PROPN
afs-127935	366	19	,	,	PUNCT
afs-127935	366	20	g.	g.	PROPN
afs-127935	366	21	,	,	PUNCT
afs-127935	366	22	van	van	PROPN
afs-127935	366	23	oijen	oijen	NOUN
afs-127935	366	24	,	,	PUNCT
afs-127935	366	25	m.	m.	NOUN
afs-127935	366	26	gustavsson	gustavsson	PROPN
afs-127935	366	27	,	,	PUNCT
afs-127935	366	28	a.m.	a.m.	ADV
afs-127935	366	29	,	,	PUNCT
afs-127935	366	30	bélanger	bélanger	NOUN
afs-127935	366	31	,	,	PUNCT
afs-127935	366	32	g.	g.	PROPN
afs-127935	366	33	&	&	CCONJ
afs-127935	366	34	virkajärvi	virkajärvi	PROPN
afs-127935	366	35	,	,	PUNCT
afs-127935	366	36	p.	p.	NOUN
afs-127935	366	37	2018	2018	NUM
afs-127935	366	38	.	.	PUNCT
afs-127935	367	1	modelling	model	VERB
afs-127935	367	2	grass	grass	NOUN
afs-127935	367	3	yields	yield	NOUN
afs-127935	367	4	in	in	ADP
afs-127935	367	5	northern	northern	ADJ
afs-127935	367	6	climates	climate	NOUN
afs-127935	367	7	-	-	PUNCT
afs-127935	367	8	a	a	DET
afs-127935	367	9	comparison	comparison	NOUN
afs-127935	367	10	of	of	ADP
afs-127935	367	11	three	three	NUM
afs-127935	367	12	growth	growth	NOUN
afs-127935	367	13	models	model	NOUN
afs-127935	367	14	for	for	ADP
afs-127935	367	15	timothy	timothy	PROPN
afs-127935	367	16	.	.	PUNCT
afs-127935	368	1	field	field	PROPN
afs-127935	368	2	crops	crop	NOUN
afs-127935	368	3	research	research	VERB
afs-127935	368	4	224	224	NUM
afs-127935	368	5	:	:	PUNCT
afs-127935	368	6	37–47	37–47	NUM
afs-127935	368	7	.	.	PUNCT
afs-127935	368	8	https://doi.org/10.1016/j.fcr.2018.04.014	https://doi.org/10.1016/j.fcr.2018.04.014	PROPN
afs-127935	368	9	kuhn	kuhn	PROPN
afs-127935	368	10	,	,	PUNCT
afs-127935	368	11	m.	m.	PROPN
afs-127935	368	12	&	&	CCONJ
afs-127935	368	13	johnson	johnson	PROPN
afs-127935	368	14	,	,	PUNCT
afs-127935	368	15	k.	k.	PROPN
afs-127935	368	16	2013	2013	NUM
afs-127935	368	17	.	.	PUNCT
afs-127935	369	1	applied	apply	VERB
afs-127935	369	2	predictive	predictive	ADJ
afs-127935	369	3	modeling	modeling	NOUN
afs-127935	369	4	,	,	PUNCT
afs-127935	369	5	volume	volume	NOUN
afs-127935	369	6	26	26	NUM
afs-127935	369	7	.	.	PUNCT
afs-127935	370	1	springer	springer	NOUN
afs-127935	370	2	.	.	PUNCT
afs-127935	371	1	https://doi.org/10.1007/978-1-4614-6849-3	https://doi.org/10.1007/978-1-4614-6849-3	NOUN
afs-127935	371	2	lemežienė	lemežienė	PROPN
afs-127935	371	3	,	,	PUNCT
afs-127935	371	4	n.	n.	NOUN
afs-127935	371	5	,	,	PUNCT
afs-127935	371	6	kanapeckas	kanapeckas	NOUN
afs-127935	371	7	,	,	PUNCT
afs-127935	371	8	j.	j.	PROPN
afs-127935	371	9	,	,	PUNCT
afs-127935	371	10	tarakanovas	tarakanovas	NOUN
afs-127935	371	11	,	,	PUNCT
afs-127935	371	12	p.	p.	NOUN
afs-127935	371	13	&	&	CCONJ
afs-127935	371	14	nekrošas	nekrošas	PROPN
afs-127935	371	15	,	,	PUNCT
afs-127935	371	16	s.	s.	PROPN
afs-127935	371	17	2004	2004	NUM
afs-127935	371	18	.	.	PUNCT
afs-127935	372	1	analysis	analysis	NOUN
afs-127935	372	2	of	of	ADP
afs-127935	372	3	dry	dry	ADJ
afs-127935	372	4	matter	matter	NOUN
afs-127935	372	5	yield	yield	NOUN
afs-127935	372	6	structure	structure	NOUN
afs-127935	372	7	of	of	ADP
afs-127935	372	8	forage	forage	NOUN
afs-127935	372	9	grasses	grass	NOUN
afs-127935	372	10	.	.	PUNCT
afs-127935	373	1	plant	plant	NOUN
afs-127935	373	2	soil	soil	NOUN
afs-127935	373	3	environment	environment	NOUN
afs-127935	373	4	50	50	NUM
afs-127935	373	5	:	:	PUNCT
afs-127935	373	6	277–282	277–282	NUM
afs-127935	373	7	.	.	PUNCT
afs-127935	373	8	https://doi.org/10.17221/4033-pse	https://doi.org/10.17221/4033-pse	PRON
afs-127935	374	1	k.h	k.h	PROPN
afs-127935	374	2	.	.	PUNCT
afs-127935	374	3	hellton	hellton	PROPN
afs-127935	374	4	et	et	PROPN
afs-127935	374	5	al	al	PROPN
afs-127935	374	6	.	.	PROPN
afs-127935	375	1	93	93	NUM
afs-127935	375	2	lobell	lobell	PROPN
afs-127935	375	3	,	,	PUNCT
afs-127935	375	4	d.b	d.b	PROPN
afs-127935	375	5	.	.	PROPN
afs-127935	375	6	,	,	PUNCT
afs-127935	375	7	cahill	cahill	PROPN
afs-127935	375	8	,	,	PUNCT
afs-127935	375	9	k.n	k.n	PROPN
afs-127935	375	10	.	.	PROPN
afs-127935	375	11	&	&	CCONJ
afs-127935	375	12	field	field	PROPN
afs-127935	375	13	,	,	PUNCT
afs-127935	375	14	c.b	c.b	PROPN
afs-127935	375	15	.	.	PROPN
afs-127935	375	16	2007	2007	NUM
afs-127935	375	17	.	.	PUNCT
afs-127935	376	1	historical	historical	ADJ
afs-127935	376	2	effects	effect	NOUN
afs-127935	376	3	of	of	ADP
afs-127935	376	4	temperature	temperature	NOUN
afs-127935	376	5	and	and	CCONJ
afs-127935	376	6	precipitation	precipitation	NOUN
afs-127935	376	7	on	on	ADP
afs-127935	376	8	california	california	PROPN
afs-127935	376	9	crop	crop	NOUN
afs-127935	376	10	yields	yield	NOUN
afs-127935	376	11	.	.	PUNCT
afs-127935	377	1	climatic	climatic	ADJ
afs-127935	377	2	change	change	NOUN
afs-127935	377	3	81	81	NUM
afs-127935	377	4	:	:	PUNCT
afs-127935	377	5	187–203	187–203	NUM
afs-127935	377	6	.	.	PUNCT
afs-127935	378	1	https://doi.org/10.1007/s10584-006-9141-3	https://doi.org/10.1007/s10584-006-9141-3	NUM
afs-127935	378	2	lobell	lobell	PROPN
afs-127935	378	3	,	,	PUNCT
afs-127935	378	4	d.b	d.b	PROPN
afs-127935	378	5	.	.	PROPN
afs-127935	378	6	&	&	CCONJ
afs-127935	378	7	field	field	PROPN
afs-127935	378	8	,	,	PUNCT
afs-127935	378	9	c.b	c.b	PROPN
afs-127935	378	10	.	.	PROPN
afs-127935	378	11	2007	2007	NUM
afs-127935	378	12	.	.	PUNCT
afs-127935	379	1	global	global	ADJ
afs-127935	379	2	scale	scale	NOUN
afs-127935	379	3	climate	climate	NOUN
afs-127935	379	4	-	-	PUNCT
afs-127935	379	5	crop	crop	NOUN
afs-127935	379	6	yield	yield	NOUN
afs-127935	379	7	relationships	relationship	NOUN
afs-127935	379	8	and	and	CCONJ
afs-127935	379	9	the	the	DET
afs-127935	379	10	impacts	impact	NOUN
afs-127935	379	11	of	of	ADP
afs-127935	379	12	recent	recent	ADJ
afs-127935	379	13	warming	warming	NOUN
afs-127935	379	14	.	.	PUNCT
afs-127935	380	1	environmental	environmental	ADJ
afs-127935	380	2	research	research	NOUN
afs-127935	380	3	letters	letter	NOUN
afs-127935	380	4	2	2	NUM
afs-127935	380	5	:	:	SYM
afs-127935	380	6	014002	014002	NUM
afs-127935	380	7	.	.	PUNCT
afs-127935	381	1	https://doi.org/10.1088/1748-9326/2/1/014002	https://doi.org/10.1088/1748-9326/2/1/014002	PROPN
afs-127935	381	2	mcmaster	mcmaster	PROPN
afs-127935	381	3	,	,	PUNCT
afs-127935	381	4	g.s	g.s	PROPN
afs-127935	381	5	.	.	PROPN
afs-127935	381	6	&	&	CCONJ
afs-127935	381	7	wilhelm	wilhelm	PROPN
afs-127935	381	8	,	,	PUNCT
afs-127935	381	9	w.w	w.w	PROPN
afs-127935	381	10	.	.	PROPN
afs-127935	381	11	1997	1997	NUM
afs-127935	381	12	.	.	PUNCT
afs-127935	382	1	growing	grow	VERB
afs-127935	382	2	degree	degree	NOUN
afs-127935	382	3	-	-	PUNCT
afs-127935	382	4	days	day	NOUN
afs-127935	382	5	:	:	PUNCT
afs-127935	382	6	one	one	NUM
afs-127935	382	7	equation	equation	NOUN
afs-127935	382	8	,	,	PUNCT
afs-127935	382	9	two	two	NUM
afs-127935	382	10	interpretations	interpretation	NOUN
afs-127935	382	11	.	.	PUNCT
afs-127935	383	1	agricultural	agricultural	ADJ
afs-127935	383	2	and	and	CCONJ
afs-127935	383	3	forest	forest	NOUN
afs-127935	383	4	meteorology	meteorology	NOUN
afs-127935	383	5	87	87	NUM
afs-127935	383	6	:	:	PUNCT
afs-127935	384	1	291–300	291–300	NUM
afs-127935	384	2	.	.	PUNCT
afs-127935	384	3	https://doi.org/10.1016/s0168-1923(97)00027-0	https://doi.org/10.1016/s0168-1923(97)00027-0	PROPN
afs-127935	384	4	mäkinen	mäkinen	PROPN
afs-127935	384	5	,	,	PUNCT
afs-127935	384	6	h.	h.	PROPN
afs-127935	384	7	,	,	PUNCT
afs-127935	384	8	kaseva	kaseva	PROPN
afs-127935	384	9	,	,	PUNCT
afs-127935	384	10	j.	j.	PROPN
afs-127935	384	11	,	,	PUNCT
afs-127935	384	12	virkajärvi	virkajärvi	PROPN
afs-127935	384	13	,	,	PUNCT
afs-127935	384	14	p.	p.	PROPN
afs-127935	384	15	&	&	CCONJ
afs-127935	384	16	kahiluoto	kahiluoto	PROPN
afs-127935	384	17	,	,	PUNCT
afs-127935	384	18	h.	h.	PROPN
afs-127935	384	19	2015	2015	NUM
afs-127935	384	20	.	.	PUNCT
afs-127935	385	1	managing	manage	VERB
afs-127935	385	2	resilience	resilience	NOUN
afs-127935	385	3	of	of	ADP
afs-127935	385	4	forage	forage	NOUN
afs-127935	385	5	crops	crop	NOUN
afs-127935	385	6	to	to	PART
afs-127935	385	7	climate	climate	VERB
afs-127935	385	8	change	change	NOUN
afs-127935	385	9	through	through	ADP
afs-127935	385	10	response	response	NOUN
afs-127935	385	11	diversity	diversity	NOUN
afs-127935	385	12	.	.	PUNCT
afs-127935	386	1	field	field	NOUN
afs-127935	386	2	crops	crop	NOUN
afs-127935	386	3	research	research	VERB
afs-127935	386	4	183	183	NUM
afs-127935	386	5	:	:	PUNCT
afs-127935	387	1	23–30	23–30	NUM
afs-127935	387	2	.	.	PUNCT
afs-127935	388	1	https://doi.org/10.1016/j.fcr.2015.07.006	https://doi.org/10.1016/j.fcr.2015.07.006	PROPN
afs-127935	388	2	mäkinen	mäkinen	PROPN
afs-127935	388	3	,	,	PUNCT
afs-127935	388	4	h.	h.	PROPN
afs-127935	388	5	,	,	PUNCT
afs-127935	388	6	kaseva	kaseva	PROPN
afs-127935	388	7	,	,	PUNCT
afs-127935	388	8	j.	j.	PROPN
afs-127935	388	9	,	,	PUNCT
afs-127935	388	10	virkajärvi	virkajärvi	PROPN
afs-127935	388	11	,	,	PUNCT
afs-127935	388	12	p.	p.	PROPN
afs-127935	388	13	&	&	CCONJ
afs-127935	388	14	kahiluoto	kahiluoto	PROPN
afs-127935	388	15	,	,	PUNCT
afs-127935	388	16	h.	h.	PROPN
afs-127935	388	17	2018	2018	NUM
afs-127935	388	18	.	.	PUNCT
afs-127935	389	1	gaps	gap	NOUN
afs-127935	389	2	in	in	ADP
afs-127935	389	3	the	the	DET
afs-127935	389	4	capacity	capacity	NOUN
afs-127935	389	5	of	of	ADP
afs-127935	389	6	modern	modern	ADJ
afs-127935	389	7	forage	forage	NOUN
afs-127935	389	8	crops	crop	NOUN
afs-127935	389	9	to	to	PART
afs-127935	389	10	adapt	adapt	VERB
afs-127935	389	11	to	to	ADP
afs-127935	389	12	the	the	DET
afs-127935	389	13	changing	change	VERB
afs-127935	389	14	climate	climate	NOUN
afs-127935	389	15	in	in	ADP
afs-127935	389	16	northern	northern	PROPN
afs-127935	389	17	europe	europe	PROPN
afs-127935	389	18	.	.	PUNCT
afs-127935	390	1	mitigation	mitigation	NOUN
afs-127935	390	2	and	and	CCONJ
afs-127935	390	3	adaptation	adaptation	NOUN
afs-127935	390	4	strategies	strategy	NOUN
afs-127935	390	5	for	for	ADP
afs-127935	390	6	global	global	ADJ
afs-127935	390	7	change	change	NOUN
afs-127935	390	8	23	23	NUM
afs-127935	390	9	:	:	PUNCT
afs-127935	390	10	81–100	81–100	NUM
afs-127935	390	11	.	.	PUNCT
afs-127935	391	1	https://doi.org/10.1007/s11027016-9729-5	https://doi.org/10.1007/s11027016-9729-5	PROPN
afs-127935	391	2	michelangeli	michelangeli	PROPN
afs-127935	391	3	,	,	PUNCT
afs-127935	391	4	p.-a	p.-a	PROPN
afs-127935	391	5	.	.	PUNCT
afs-127935	391	6	,	,	PUNCT
afs-127935	391	7	vrac	vrac	NOUN
afs-127935	391	8	,	,	PUNCT
afs-127935	391	9	m.	m.	NOUN
afs-127935	391	10	&	&	CCONJ
afs-127935	391	11	loukos	loukos	PROPN
afs-127935	391	12	,	,	PUNCT
afs-127935	391	13	h.	h.	PROPN
afs-127935	391	14	2009	2009	NUM
afs-127935	391	15	.	.	PUNCT
afs-127935	392	1	probabilistic	probabilistic	ADJ
afs-127935	392	2	downscaling	downscaling	NOUN
afs-127935	392	3	approaches	approach	NOUN
afs-127935	392	4	:	:	PUNCT
afs-127935	392	5	application	application	NOUN
afs-127935	392	6	to	to	PART
afs-127935	392	7	wind	wind	VERB
afs-127935	392	8	cumulative	cumulative	ADJ
afs-127935	392	9	distribution	distribution	NOUN
afs-127935	392	10	functions	function	NOUN
afs-127935	392	11	.	.	PUNCT
afs-127935	393	1	geophysical	geophysical	ADJ
afs-127935	393	2	research	research	NOUN
afs-127935	393	3	letters	letter	NOUN
afs-127935	393	4	36	36	NUM
afs-127935	393	5	.	.	PUNCT
afs-127935	394	1	https://doi.org/10.1029/2009gl038401	https://doi.org/10.1029/2009gl038401	NOUN
afs-127935	394	2	mølmann	mølmann	PROPN
afs-127935	394	3	,	,	PUNCT
afs-127935	394	4	j.a	j.a	PROPN
afs-127935	394	5	.	.	PROPN
afs-127935	394	6	,	,	PUNCT
afs-127935	394	7	dalmannsdottir	dalmannsdottir	PROPN
afs-127935	394	8	,	,	PUNCT
afs-127935	394	9	s.	s.	PROPN
afs-127935	394	10	,	,	PUNCT
afs-127935	394	11	hykkerud	hykkerud	NOUN
afs-127935	394	12	,	,	PUNCT
afs-127935	394	13	a.l	a.l	PROPN
afs-127935	394	14	.	.	PROPN
afs-127935	394	15	,	,	PUNCT
afs-127935	394	16	hytönen	hytönen	PROPN
afs-127935	394	17	,	,	PUNCT
afs-127935	394	18	t.	t.	PROPN
afs-127935	394	19	,	,	PUNCT
afs-127935	394	20	samkumar	samkumar	PROPN
afs-127935	394	21	,	,	PUNCT
afs-127935	394	22	a.	a.	PROPN
afs-127935	394	23	&	&	CCONJ
afs-127935	394	24	jaakola	jaakola	PROPN
afs-127935	394	25	,	,	PUNCT
afs-127935	394	26	l.	l.	PROPN
afs-127935	394	27	2021	2021	NUM
afs-127935	394	28	.	.	PUNCT
afs-127935	395	1	influence	influence	NOUN
afs-127935	395	2	of	of	ADP
afs-127935	395	3	arctic	arctic	ADJ
afs-127935	395	4	light	light	ADJ
afs-127935	395	5	conditions	condition	NOUN
afs-127935	395	6	on	on	ADP
afs-127935	395	7	crop	crop	NOUN
afs-127935	395	8	production	production	NOUN
afs-127935	395	9	and	and	CCONJ
afs-127935	395	10	quality	quality	NOUN
afs-127935	395	11	.	.	PUNCT
afs-127935	396	1	physiologia	physiologia	PROPN
afs-127935	396	2	plantarum	plantarum	NOUN
afs-127935	396	3	172	172	NUM
afs-127935	396	4	:	:	SYM
afs-127935	396	5	1931–1940	1931–1940	NUM
afs-127935	396	6	.	.	PUNCT
afs-127935	397	1	https://doi.org/10.1111/ppl.13418	https://doi.org/10.1111/ppl.13418	NOUN
afs-127935	397	2	nissinen	nissinen	NOUN
afs-127935	397	3	,	,	PUNCT
afs-127935	397	4	o.	o.	PROPN
afs-127935	397	5	2001	2001	NUM
afs-127935	397	6	.	.	PUNCT
afs-127935	398	1	effective	effective	ADJ
afs-127935	398	2	growing	growing	NOUN
afs-127935	398	3	degree	degree	NOUN
afs-127935	398	4	as	as	ADP
afs-127935	398	5	a	a	DET
afs-127935	398	6	critical	critical	ADJ
afs-127935	398	7	factor	factor	NOUN
afs-127935	398	8	for	for	ADP
afs-127935	398	9	yield	yield	NOUN
afs-127935	398	10	and	and	CCONJ
afs-127935	398	11	qualitative	qualitative	ADJ
afs-127935	398	12	values	value	NOUN
afs-127935	398	13	of	of	ADP
afs-127935	398	14	timothy	timothy	PROPN
afs-127935	398	15	in	in	ADP
afs-127935	398	16	subarctic	subarctic	ADJ
afs-127935	398	17	growing	grow	VERB
afs-127935	398	18	conditions	condition	NOUN
afs-127935	398	19	.	.	PUNCT
afs-127935	399	1	in	in	ADP
afs-127935	399	2	:	:	PUNCT
afs-127935	399	3	proceedings	proceeding	NOUN
afs-127935	399	4	of	of	ADP
afs-127935	399	5	the	the	DET
afs-127935	399	6	xix	xix	PROPN
afs-127935	399	7	international	international	PROPN
afs-127935	399	8	grassland	grassland	PROPN
afs-127935	399	9	congress	congress	PROPN
afs-127935	399	10	,	,	PUNCT
afs-127935	399	11	são	são	PROPN
afs-127935	399	12	paulo	paulo	PROPN
afs-127935	399	13	,	,	PUNCT
afs-127935	399	14	brazil	brazil	PROPN
afs-127935	399	15	,	,	PUNCT
afs-127935	399	16	feb	feb	PROPN
afs-127935	399	17	.	.	PROPN
afs-127935	399	18	11.–21	11.–21	NUM
afs-127935	399	19	.	.	PUNCT
afs-127935	399	20	2001	2001	NUM
afs-127935	399	21	.	.	PUNCT
afs-127935	400	1	olesen	olesen	ADJ
afs-127935	400	2	,	,	PUNCT
afs-127935	400	3	j.e	j.e	PROPN
afs-127935	400	4	.	.	PROPN
afs-127935	400	5	,	,	PUNCT
afs-127935	400	6	trnka	trnka	PROPN
afs-127935	400	7	,	,	PUNCT
afs-127935	400	8	m.	m.	NOUN
afs-127935	400	9	,	,	PUNCT
afs-127935	400	10	kersebaum	kersebaum	PROPN
afs-127935	400	11	,	,	PUNCT
afs-127935	400	12	k.c	k.c	PROPN
afs-127935	400	13	.	.	PROPN
afs-127935	400	14	,	,	PUNCT
afs-127935	400	15	skjelvåg	skjelvåg	PROPN
afs-127935	400	16	,	,	PUNCT
afs-127935	400	17	a.o	a.o	PROPN
afs-127935	400	18	.	.	PROPN
afs-127935	400	19	,	,	PUNCT
afs-127935	400	20	seguin	seguin	PROPN
afs-127935	400	21	,	,	PUNCT
afs-127935	400	22	b.	b.	PROPN
afs-127935	400	23	,	,	PUNCT
afs-127935	400	24	peltonen	peltonen	NOUN
afs-127935	400	25	-	-	PUNCT
afs-127935	400	26	sainio	sainio	NOUN
afs-127935	400	27	,	,	PUNCT
afs-127935	400	28	p.	p.	NOUN
afs-127935	400	29	,	,	PUNCT
afs-127935	400	30	rossi	rossi	PROPN
afs-127935	400	31	,	,	PUNCT
afs-127935	400	32	f.	f.	PROPN
afs-127935	400	33	,	,	PUNCT
afs-127935	400	34	kozyra	kozyra	PROPN
afs-127935	400	35	,	,	PUNCT
afs-127935	400	36	j.	j.	PROPN
afs-127935	400	37	&	&	CCONJ
afs-127935	400	38	micale	micale	PROPN
afs-127935	400	39	,	,	PUNCT
afs-127935	400	40	f.	f.	PROPN
afs-127935	400	41	2011	2011	NUM
afs-127935	400	42	.	.	PUNCT
afs-127935	401	1	impacts	impact	NOUN
afs-127935	401	2	and	and	CCONJ
afs-127935	401	3	adaptation	adaptation	NOUN
afs-127935	401	4	of	of	ADP
afs-127935	401	5	european	european	ADJ
afs-127935	401	6	crop	crop	NOUN
afs-127935	401	7	production	production	NOUN
afs-127935	401	8	systems	system	NOUN
afs-127935	401	9	to	to	PART
afs-127935	401	10	climate	climate	NOUN
afs-127935	401	11	change	change	NOUN
afs-127935	401	12	.	.	PUNCT
afs-127935	402	1	european	european	ADJ
afs-127935	402	2	journal	journal	PROPN
afs-127935	402	3	of	of	ADP
afs-127935	402	4	agronomy	agronomy	NOUN
afs-127935	402	5	34	34	NUM
afs-127935	402	6	:	:	PUNCT
afs-127935	402	7	96–112	96–112	NUM
afs-127935	402	8	.	.	PUNCT
afs-127935	402	9	https://doi.org/10.1016/j.eja.2010.11.003	https://doi.org/10.1016/j.eja.2010.11.003	PROPN
afs-127935	402	10	persson	persson	PROPN
afs-127935	402	11	,	,	PUNCT
afs-127935	402	12	t.	t.	PROPN
afs-127935	402	13	&	&	CCONJ
afs-127935	402	14	höglind	höglind	PROPN
afs-127935	402	15	,	,	PUNCT
afs-127935	402	16	m.	m.	NOUN
afs-127935	402	17	2014	2014	NUM
afs-127935	402	18	.	.	PUNCT
afs-127935	403	1	impact	impact	NOUN
afs-127935	403	2	of	of	ADP
afs-127935	403	3	climate	climate	NOUN
afs-127935	403	4	change	change	NOUN
afs-127935	403	5	on	on	ADP
afs-127935	403	6	harvest	harvest	NOUN
afs-127935	403	7	security	security	NOUN
afs-127935	403	8	and	and	CCONJ
afs-127935	403	9	biomass	biomass	NOUN
afs-127935	403	10	yield	yield	NOUN
afs-127935	403	11	of	of	ADP
afs-127935	403	12	two	two	NUM
afs-127935	403	13	timothy	timothy	PROPN
afs-127935	403	14	ley	ley	PROPN
afs-127935	403	15	harvesting	harvesting	NOUN
afs-127935	403	16	systems	system	NOUN
afs-127935	403	17	in	in	ADP
afs-127935	403	18	norway	norway	PROPN
afs-127935	403	19	.	.	PUNCT
afs-127935	404	1	the	the	DET
afs-127935	404	2	journal	journal	NOUN
afs-127935	404	3	of	of	ADP
afs-127935	404	4	agricultural	agricultural	ADJ
afs-127935	404	5	science	science	NOUN
afs-127935	404	6	152	152	NUM
afs-127935	404	7	:	:	PUNCT
afs-127935	404	8	205–216	205–216	NUM
afs-127935	404	9	.	.	PUNCT
afs-127935	404	10	https://doi.org/10.1017/s0021859612001013	https://doi.org/10.1017/s0021859612001013	NUM
afs-127935	404	11	rantanen	rantanen	NOUN
afs-127935	404	12	,	,	PUNCT
afs-127935	404	13	m.	m.	NOUN
afs-127935	404	14	,	,	PUNCT
afs-127935	404	15	karpechko	karpechko	PROPN
afs-127935	404	16	,	,	PUNCT
afs-127935	404	17	a.y	a.y	PROPN
afs-127935	404	18	.	.	PROPN
afs-127935	404	19	,	,	PUNCT
afs-127935	404	20	lipponen	lipponen	PROPN
afs-127935	404	21	,	,	PUNCT
afs-127935	404	22	a.	a.	NOUN
afs-127935	404	23	,	,	PUNCT
afs-127935	404	24	nordling	nordling	ADJ
afs-127935	404	25	,	,	PUNCT
afs-127935	404	26	k.	k.	PROPN
afs-127935	404	27	,	,	PUNCT
afs-127935	404	28	hyvärinen	hyvärinen	NOUN
afs-127935	404	29	,	,	PUNCT
afs-127935	404	30	o.	o.	PROPN
afs-127935	404	31	,	,	PUNCT
afs-127935	404	32	ruosteenoja	ruosteenoja	PROPN
afs-127935	404	33	,	,	PUNCT
afs-127935	404	34	k.	k.	PROPN
afs-127935	404	35	,	,	PUNCT
afs-127935	404	36	vihma	vihma	NOUN
afs-127935	404	37	,	,	PUNCT
afs-127935	404	38	t.	t.	PROPN
afs-127935	404	39	&	&	CCONJ
afs-127935	404	40	laaksonen	laaksonen	PROPN
afs-127935	404	41	,	,	PUNCT
afs-127935	404	42	a.	a.	NOUN
afs-127935	404	43	2022	2022	NUM
afs-127935	404	44	.	.	PUNCT
afs-127935	405	1	the	the	DET
afs-127935	405	2	arctic	arctic	PROPN
afs-127935	405	3	has	have	AUX
afs-127935	405	4	warmed	warm	VERB
afs-127935	405	5	nearly	nearly	ADV
afs-127935	405	6	four	four	NUM
afs-127935	405	7	times	time	NOUN
afs-127935	405	8	faster	fast	ADJ
afs-127935	405	9	than	than	ADP
afs-127935	405	10	the	the	DET
afs-127935	405	11	globe	globe	NOUN
afs-127935	405	12	since	since	SCONJ
afs-127935	405	13	1979	1979	NUM
afs-127935	405	14	.	.	PUNCT
afs-127935	406	1	communications	communication	NOUN
afs-127935	406	2	earth	earth	NOUN
afs-127935	406	3	&	&	CCONJ
afs-127935	406	4	environment	environment	PROPN
afs-127935	406	5	3	3	NUM
afs-127935	406	6	:	:	PUNCT
afs-127935	406	7	1–10	1–10	NOUN
afs-127935	406	8	.	.	PUNCT
afs-127935	407	1	https://	https://	PROPN
afs-127935	407	2	doi.org/10.1038/s43247-022-00498-3	doi.org/10.1038/s43247-022-00498-3	NOUN
afs-127935	407	3	rapacz	rapacz	NOUN
afs-127935	407	4	,	,	PUNCT
afs-127935	407	5	m.	m.	NOUN
afs-127935	407	6	,	,	PUNCT
afs-127935	407	7	ergon	ergon	PROPN
afs-127935	407	8	,	,	PUNCT
afs-127935	407	9	å	å	PROPN
afs-127935	407	10	.	.	PROPN
afs-127935	407	11	,	,	PUNCT
afs-127935	407	12	höglind	höglind	PROPN
afs-127935	407	13	,	,	PUNCT
afs-127935	407	14	m.	m.	NOUN
afs-127935	407	15	,	,	PUNCT
afs-127935	407	16	jørgensen	jørgensen	PROPN
afs-127935	407	17	,	,	PUNCT
afs-127935	407	18	m.	m.	NOUN
afs-127935	407	19	,	,	PUNCT
afs-127935	407	20	jurczyk	jurczyk	VERB
afs-127935	407	21	,	,	PUNCT
afs-127935	407	22	b.	b.	PROPN
afs-127935	407	23	,	,	PUNCT
afs-127935	407	24	østrem	østrem	PROPN
afs-127935	407	25	,	,	PUNCT
afs-127935	407	26	l.	l.	PROPN
afs-127935	407	27	,	,	PUNCT
afs-127935	407	28	rognli	rognli	PROPN
afs-127935	407	29	,	,	PUNCT
afs-127935	408	1	o.a	o.a	PROPN
afs-127935	408	2	.	.	PROPN
afs-127935	408	3	&	&	CCONJ
afs-127935	408	4	tronsmo	tronsmo	PROPN
afs-127935	408	5	,	,	PUNCT
afs-127935	408	6	a.m.	a.m.	PROPN
afs-127935	408	7	2014	2014	NUM
afs-127935	408	8	.	.	PUNCT
afs-127935	409	1	overwintering	overwinter	VERB
afs-127935	409	2	of	of	ADP
afs-127935	409	3	herbaceous	herbaceous	ADJ
afs-127935	409	4	plants	plant	NOUN
afs-127935	409	5	in	in	ADP
afs-127935	409	6	a	a	DET
afs-127935	409	7	changing	change	VERB
afs-127935	409	8	climate	climate	NOUN
afs-127935	409	9	.	.	PUNCT
afs-127935	410	1	still	still	ADV
afs-127935	410	2	more	more	ADJ
afs-127935	410	3	questions	question	NOUN
afs-127935	410	4	than	than	ADP
afs-127935	410	5	answers	answer	NOUN
afs-127935	410	6	.	.	PUNCT
afs-127935	411	1	plant	plant	NOUN
afs-127935	411	2	science	science	NOUN
afs-127935	411	3	225	225	NUM
afs-127935	411	4	:	:	SYM
afs-127935	411	5	34–44	34–44	NUM
afs-127935	411	6	.	.	PUNCT
afs-127935	412	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
afs-127935	412	2	.	.	PUNCT
afs-127935	413	1	plantsci.2014.05.009	plantsci.2014.05.009	PROPN
afs-127935	413	2	sheaffer	sheaffer	PROPN
afs-127935	413	3	,	,	PUNCT
afs-127935	413	4	c.	c.	PROPN
afs-127935	413	5	,	,	PUNCT
afs-127935	413	6	peterson	peterson	PROPN
afs-127935	413	7	,	,	PUNCT
afs-127935	413	8	p.	p.	PROPN
afs-127935	413	9	,	,	PUNCT
afs-127935	413	10	hall	hall	PROPN
afs-127935	413	11	,	,	PUNCT
afs-127935	413	12	m.	m.	NOUN
afs-127935	413	13	&	&	CCONJ
afs-127935	413	14	stordahl	stordahl	PROPN
afs-127935	413	15	,	,	PUNCT
afs-127935	413	16	j.	j.	PROPN
afs-127935	413	17	1992	1992	NUM
afs-127935	413	18	.	.	PUNCT
afs-127935	414	1	drought	drought	NOUN
afs-127935	414	2	effects	effect	NOUN
afs-127935	414	3	on	on	ADP
afs-127935	414	4	yield	yield	NOUN
afs-127935	414	5	and	and	CCONJ
afs-127935	414	6	quality	quality	NOUN
afs-127935	414	7	of	of	ADP
afs-127935	414	8	perennial	perennial	ADJ
afs-127935	414	9	grasses	grass	NOUN
afs-127935	414	10	in	in	ADP
afs-127935	414	11	the	the	DET
afs-127935	414	12	north	north	NOUN
afs-127935	414	13	central	central	ADJ
afs-127935	414	14	united	united	PROPN
afs-127935	414	15	states	states	PROPN
afs-127935	414	16	.	.	PUNCT
afs-127935	415	1	journal	journal	PROPN
afs-127935	415	2	of	of	ADP
afs-127935	415	3	production	production	NOUN
afs-127935	415	4	agriculture	agriculture	NOUN
afs-127935	415	5	5	5	NUM
afs-127935	415	6	:	:	PUNCT
afs-127935	415	7	556–561	556–561	NUM
afs-127935	415	8	.	.	PUNCT
afs-127935	415	9	https://doi.org/10.2134/jpa1996.0556	https://doi.org/10.2134/jpa1996.0556	PUNCT
afs-127935	415	10	skjelvåg	skjelvåg	PROPN
afs-127935	415	11	,	,	PUNCT
afs-127935	415	12	a.o	a.o	PROPN
afs-127935	415	13	.	.	PROPN
afs-127935	415	14	1998	1998	NUM
afs-127935	415	15	.	.	PUNCT
afs-127935	416	1	climatic	climatic	ADJ
afs-127935	416	2	conditions	condition	NOUN
afs-127935	416	3	for	for	ADP
afs-127935	416	4	crop	crop	NOUN
afs-127935	416	5	production	production	NOUN
afs-127935	416	6	in	in	ADP
afs-127935	416	7	nordic	nordic	ADJ
afs-127935	416	8	countries	country	NOUN
afs-127935	416	9	.	.	PUNCT
afs-127935	417	1	agricultural	agricultural	ADJ
afs-127935	417	2	and	and	CCONJ
afs-127935	417	3	food	food	NOUN
afs-127935	417	4	science	science	NOUN
afs-127935	417	5	7	7	NUM
afs-127935	417	6	:	:	PUNCT
afs-127935	417	7	149–160	149–160	NUM
afs-127935	417	8	.	.	PUNCT
afs-127935	418	1	https://doi.org/10.23986/afsci.72854	https://doi.org/10.23986/afsci.72854	PROPN
afs-127935	418	2	steinshamn	steinshamn	PROPN
afs-127935	418	3	,	,	PUNCT
afs-127935	418	4	h.	h.	PROPN
afs-127935	418	5	,	,	PUNCT
afs-127935	418	6	nesheim	nesheim	PROPN
afs-127935	418	7	,	,	PUNCT
afs-127935	418	8	l.	l.	PROPN
afs-127935	418	9	&	&	CCONJ
afs-127935	418	10	bakken	bakken	PROPN
afs-127935	418	11	,	,	PUNCT
afs-127935	418	12	a.k	a.k	PROPN
afs-127935	418	13	.	.	PROPN
afs-127935	418	14	2016	2016	NUM
afs-127935	418	15	.	.	PUNCT
afs-127935	419	1	grassland	grassland	NOUN
afs-127935	419	2	production	production	NOUN
afs-127935	419	3	in	in	ADP
afs-127935	419	4	norway	norway	PROPN
afs-127935	419	5	.	.	PUNCT
afs-127935	420	1	in	in	ADP
afs-127935	420	2	:	:	PUNCT
afs-127935	420	3	proceedings	proceeding	NOUN
afs-127935	420	4	of	of	ADP
afs-127935	420	5	the	the	DET
afs-127935	420	6	26th	26th	ADJ
afs-127935	420	7	general	general	ADJ
afs-127935	420	8	meeting	meeting	NOUN
afs-127935	420	9	of	of	ADP
afs-127935	420	10	the	the	DET
afs-127935	420	11	european	european	PROPN
afs-127935	420	12	grassland	grassland	PROPN
afs-127935	420	13	federation	federation	PROPN
afs-127935	420	14	,	,	PUNCT
afs-127935	420	15	the	the	DET
afs-127935	420	16	multiple	multiple	ADJ
afs-127935	420	17	roles	role	NOUN
afs-127935	420	18	of	of	ADP
afs-127935	420	19	grassland	grassland	NOUN
afs-127935	420	20	in	in	ADP
afs-127935	420	21	the	the	DET
afs-127935	420	22	european	european	PROPN
afs-127935	420	23	bioeconomy	bioeconomy	NOUN
afs-127935	420	24	,	,	PUNCT
afs-127935	420	25	trondheim	trondheim	PROPN
afs-127935	420	26	,	,	PUNCT
afs-127935	420	27	norway	norway	PROPN
afs-127935	420	28	,	,	PUNCT
afs-127935	420	29	september	september	PROPN
afs-127935	420	30	2016	2016	NUM
afs-127935	420	31	.	.	PUNCT
afs-127935	421	1	p.	p.	NOUN
afs-127935	421	2	4–8	4–8	NOUN
afs-127935	421	3	.	.	PUNCT
afs-127935	422	1	stewart	stewart	PROPN
afs-127935	422	2	,	,	PUNCT
afs-127935	422	3	a.v	a.v	PROPN
afs-127935	422	4	.	.	PROPN
afs-127935	422	5	&	&	CCONJ
afs-127935	422	6	ellison	ellison	PROPN
afs-127935	422	7	,	,	PUNCT
afs-127935	422	8	n.w	n.w	PROPN
afs-127935	422	9	.	.	PROPN
afs-127935	422	10	2016	2016	NUM
afs-127935	422	11	.	.	PUNCT
afs-127935	423	1	a	a	DET
afs-127935	423	2	molecular	molecular	ADJ
afs-127935	423	3	phylogenetic	phylogenetic	ADJ
afs-127935	423	4	framework	framework	NOUN
afs-127935	423	5	for	for	ADP
afs-127935	423	6	timothy	timothy	PROPN
afs-127935	423	7	(	(	PUNCT
afs-127935	423	8	phleum	phleum	PROPN
afs-127935	423	9	pratense	pratense	PROPN
afs-127935	423	10	l.	l.	PROPN
afs-127935	423	11	)	)	PUNCT
afs-127935	423	12	improvement	improvement	NOUN
afs-127935	423	13	.	.	PUNCT
afs-127935	424	1	in	in	ADP
afs-127935	424	2	:	:	PUNCT
afs-127935	424	3	molecular	molecular	ADJ
afs-127935	424	4	breeding	breeding	NOUN
afs-127935	424	5	for	for	ADP
afs-127935	424	6	sustainable	sustainable	ADJ
afs-127935	424	7	crop	crop	NOUN
afs-127935	424	8	improvement	improvement	NOUN
afs-127935	424	9	.	.	PUNCT
afs-127935	425	1	springer	springer	NOUN
afs-127935	425	2	.	.	PUNCT
afs-127935	426	1	p.	p.	NOUN
afs-127935	426	2	203–211	203–211	NUM
afs-127935	426	3	.	.	PUNCT
afs-127935	427	1	https://doi.org/10.1007/978-3-319-27090-6_9	https://doi.org/10.1007/978-3-319-27090-6_9	X
afs-127935	427	2	tamaki	tamaki	NOUN
afs-127935	427	3	,	,	PUNCT
afs-127935	427	4	h.	h.	PROPN
afs-127935	427	5	,	,	PUNCT
afs-127935	427	6	baert	baert	PROPN
afs-127935	427	7	,	,	PUNCT
afs-127935	427	8	j.	j.	PROPN
afs-127935	427	9	&	&	CCONJ
afs-127935	427	10	marum	marum	PROPN
afs-127935	427	11	,	,	PUNCT
afs-127935	427	12	p.	p.	NOUN
afs-127935	427	13	2010	2010	NUM
afs-127935	427	14	.	.	PUNCT
afs-127935	428	1	timothy	timothy	PROPN
afs-127935	428	2	.	.	PUNCT
afs-127935	429	1	in	in	ADP
afs-127935	429	2	:	:	PUNCT
afs-127935	429	3	boller	boller	PROPN
afs-127935	429	4	,	,	PUNCT
afs-127935	429	5	b.	b.	PROPN
afs-127935	429	6	et	et	PROPN
afs-127935	429	7	al	al	PROPN
afs-127935	429	8	.	.	PROPN
afs-127935	429	9	(	(	PUNCT
afs-127935	429	10	eds	ed	NOUN
afs-127935	429	11	.	.	PUNCT
afs-127935	429	12	)	)	PUNCT
afs-127935	429	13	.	.	PUNCT
afs-127935	430	1	fodder	fodder	NOUN
afs-127935	430	2	crops	crop	NOUN
afs-127935	430	3	and	and	CCONJ
afs-127935	430	4	amenity	amenity	NOUN
afs-127935	430	5	grasses	grass	NOUN
afs-127935	430	6	,	,	PUNCT
afs-127935	430	7	handbook	handbook	NOUN
afs-127935	430	8	of	of	ADP
afs-127935	430	9	plant	plant	NOUN
afs-127935	430	10	breeding	breed	VERB
afs-127935	430	11	5	5	NUM
afs-127935	430	12	.	.	PUNCT
afs-127935	430	13	springer	springer	NOUN
afs-127935	430	14	link	link	PROPN
afs-127935	430	15	.	.	PUNCT
afs-127935	431	1	p.	p.	NOUN
afs-127935	431	2	329–343	329–343	NUM
afs-127935	431	3	.	.	PUNCT
afs-127935	432	1	https://doi.org/10.1007/978-1-4419-0760-8_14	https://doi.org/10.1007/978-1-4419-0760-8_14	NOUN
afs-127935	432	2	thorvaldsson	thorvaldsson	PROPN
afs-127935	432	3	,	,	PUNCT
afs-127935	432	4	g.	g.	PROPN
afs-127935	432	5	&	&	CCONJ
afs-127935	432	6	martin	martin	PROPN
afs-127935	432	7	,	,	PUNCT
afs-127935	432	8	r.c	r.c	PROPN
afs-127935	432	9	.	.	PROPN
afs-127935	432	10	2004	2004	NUM
afs-127935	432	11	.	.	PUNCT
afs-127935	433	1	growth	growth	NOUN
afs-127935	433	2	response	response	NOUN
afs-127935	433	3	of	of	ADP
afs-127935	433	4	seven	seven	NUM
afs-127935	433	5	perennial	perennial	ADJ
afs-127935	433	6	grass	grass	NOUN
afs-127935	433	7	species	specie	NOUN
afs-127935	433	8	to	to	ADP
afs-127935	433	9	three	three	NUM
afs-127935	433	10	temperature	temperature	NOUN
afs-127935	433	11	regimes	regime	NOUN
afs-127935	433	12	applied	apply	VERB
afs-127935	433	13	at	at	ADP
afs-127935	433	14	two	two	NUM
afs-127935	433	15	growth	growth	NOUN
afs-127935	433	16	stages	stage	NOUN
afs-127935	433	17	.	.	PUNCT
afs-127935	434	1	acta	acta	PROPN
afs-127935	434	2	agriculturae	agriculturae	PROPN
afs-127935	434	3	scandinavica	scandinavica	PROPN
afs-127935	434	4	,	,	PUNCT
afs-127935	434	5	section	section	NOUN
afs-127935	434	6	b	b	NOUN
afs-127935	434	7	-	-	PUNCT
afs-127935	434	8	soil	soil	NOUN
afs-127935	434	9	&	&	CCONJ
afs-127935	434	10	plant	plant	NOUN
afs-127935	434	11	science	science	NOUN
afs-127935	434	12	54	54	NUM
afs-127935	434	13	:	:	PUNCT
afs-127935	434	14	14–22	14–22	NUM
afs-127935	434	15	.	.	PUNCT
afs-127935	435	1	https://doi	https://doi	PROPN
afs-127935	435	2	.	.	PUNCT
afs-127935	435	3	org/10.1080/09064710310019739	org/10.1080/09064710310019739	PROPN
afs-127935	435	4	virkajärvi	virkajärvi	PROPN
afs-127935	435	5	,	,	PUNCT
afs-127935	435	6	p.	p.	NOUN
afs-127935	435	7	2003	2003	NUM
afs-127935	435	8	.	.	PUNCT
afs-127935	436	1	effects	effect	NOUN
afs-127935	436	2	of	of	ADP
afs-127935	436	3	defoliation	defoliation	NOUN
afs-127935	436	4	height	height	NOUN
afs-127935	436	5	on	on	ADP
afs-127935	436	6	regrowth	regrowth	NOUN
afs-127935	436	7	of	of	ADP
afs-127935	436	8	timothy	timothy	PROPN
afs-127935	436	9	and	and	CCONJ
afs-127935	436	10	meadow	meadow	NOUN
afs-127935	436	11	fescue	fescue	NOUN
afs-127935	436	12	in	in	ADP
afs-127935	436	13	the	the	DET
afs-127935	436	14	generative	generative	ADJ
afs-127935	436	15	and	and	CCONJ
afs-127935	436	16	vegetative	vegetative	ADJ
afs-127935	436	17	phases	phase	NOUN
afs-127935	436	18	of	of	ADP
afs-127935	436	19	growth	growth	NOUN
afs-127935	436	20	.	.	PUNCT
afs-127935	437	1	agricultural	agricultural	ADJ
afs-127935	437	2	and	and	CCONJ
afs-127935	437	3	food	food	NOUN
afs-127935	437	4	science	science	NOUN
afs-127935	437	5	in	in	ADP
afs-127935	437	6	finland	finland	PROPN
afs-127935	437	7	12	12	NUM
afs-127935	437	8	:	:	PUNCT
afs-127935	437	9	177–193	177–193	NUM
afs-127935	437	10	.	.	PUNCT
afs-127935	438	1	https://doi.org/10.23986/afsci.5755	https://doi.org/10.23986/afsci.5755	ADJ
afs-127935	438	2	vrac	vrac	NOUN
afs-127935	438	3	,	,	PUNCT
afs-127935	438	4	m.	m.	NOUN
afs-127935	438	5	,	,	PUNCT
afs-127935	438	6	drobinski	drobinski	NOUN
afs-127935	438	7	,	,	PUNCT
afs-127935	438	8	p.	p.	PROPN
afs-127935	438	9	,	,	PUNCT
afs-127935	438	10	merlo	merlo	PROPN
afs-127935	438	11	,	,	PUNCT
afs-127935	438	12	a.	a.	PROPN
afs-127935	438	13	,	,	PUNCT
afs-127935	438	14	herrmann	herrmann	PROPN
afs-127935	438	15	,	,	PUNCT
afs-127935	438	16	m.	m.	NOUN
afs-127935	438	17	,	,	PUNCT
afs-127935	438	18	lavaysse	lavaysse	NOUN
afs-127935	438	19	,	,	PUNCT
afs-127935	438	20	c.	c.	PROPN
afs-127935	438	21	,	,	PUNCT
afs-127935	438	22	li	li	PROPN
afs-127935	438	23	,	,	PUNCT
afs-127935	438	24	l.	l.	PROPN
afs-127935	438	25	&	&	CCONJ
afs-127935	438	26	somot	somot	PROPN
afs-127935	438	27	,	,	PUNCT
afs-127935	438	28	s.	s.	PROPN
afs-127935	438	29	2012	2012	NUM
afs-127935	438	30	dynamical	dynamical	ADJ
afs-127935	438	31	and	and	CCONJ
afs-127935	438	32	statistical	statistical	ADJ
afs-127935	438	33	downscaling	downscaling	NOUN
afs-127935	438	34	of	of	ADP
afs-127935	438	35	the	the	DET
afs-127935	438	36	french	french	ADJ
afs-127935	438	37	mediterranean	mediterranean	PROPN
afs-127935	438	38	climate	climate	NOUN
afs-127935	438	39	:	:	PUNCT
afs-127935	438	40	uncertainty	uncertainty	NOUN
afs-127935	438	41	assessment	assessment	NOUN
afs-127935	438	42	.	.	PUNCT
afs-127935	439	1	natural	natural	ADJ
afs-127935	439	2	hazards	hazard	NOUN
afs-127935	439	3	and	and	CCONJ
afs-127935	439	4	earth	earth	NOUN
afs-127935	439	5	system	system	NOUN
afs-127935	439	6	sciences	science	NOUN
afs-127935	439	7	12	12	NUM
afs-127935	439	8	:	:	PUNCT
afs-127935	439	9	2769–2784	2769–2784	NUM
afs-127935	439	10	.	.	PUNCT
afs-127935	440	1	https://doi	https://doi	X
afs-127935	440	2	.	.	PUNCT
afs-127935	441	1	org/10.5194	org/10.5194	PROPN
afs-127935	441	2	/	/	SYM
afs-127935	441	3	nhess-12	nhess-12	PROPN
afs-127935	441	4	-	-	PUNCT
afs-127935	441	5	2769	2769	NUM
afs-127935	441	6	-	-	SYM
afs-127935	441	7	2012	2012	NUM
afs-127935	441	8	yang	yang	PROPN
afs-127935	441	9	,	,	PUNCT
afs-127935	441	10	w.	w.	PROPN
afs-127935	441	11	,	,	PUNCT
afs-127935	441	12	andréasson	andréasson	PROPN
afs-127935	441	13	,	,	PUNCT
afs-127935	441	14	j.	j.	PROPN
afs-127935	441	15	,	,	PUNCT
afs-127935	441	16	phil	phil	PROPN
afs-127935	441	17	graham	graham	PROPN
afs-127935	441	18	,	,	PUNCT
afs-127935	441	19	l.	l.	PROPN
afs-127935	441	20	,	,	PUNCT
afs-127935	441	21	olsson	olsson	PROPN
afs-127935	441	22	,	,	PUNCT
afs-127935	441	23	j.	j.	PROPN
afs-127935	441	24	,	,	PUNCT
afs-127935	441	25	rosberg	rosberg	PROPN
afs-127935	441	26	,	,	PUNCT
afs-127935	441	27	j.	j.	PROPN
afs-127935	441	28	&	&	CCONJ
afs-127935	441	29	wetterhall	wetterhall	PROPN
afs-127935	441	30	,	,	PUNCT
afs-127935	441	31	f.	f.	PROPN
afs-127935	441	32	2010	2010	NUM
afs-127935	441	33	.	.	PUNCT
afs-127935	442	1	distribution	distribution	NOUN
afs-127935	442	2	-	-	PUNCT
afs-127935	442	3	based	base	VERB
afs-127935	442	4	scaling	scaling	NOUN
afs-127935	442	5	to	to	PART
afs-127935	442	6	improve	improve	VERB
afs-127935	442	7	usability	usability	NOUN
afs-127935	442	8	of	of	ADP
afs-127935	442	9	regional	regional	ADJ
afs-127935	442	10	climate	climate	NOUN
afs-127935	442	11	model	model	NOUN
afs-127935	442	12	projections	projection	NOUN
afs-127935	442	13	for	for	ADP
afs-127935	442	14	hydrological	hydrological	ADJ
afs-127935	442	15	climate	climate	NOUN
afs-127935	442	16	change	change	NOUN
afs-127935	442	17	impacts	impact	VERB
afs-127935	442	18	studies	study	NOUN
afs-127935	442	19	.	.	PUNCT
afs-127935	443	1	hydrology	hydrology	NOUN
afs-127935	443	2	research	research	NOUN
afs-127935	443	3	41	41	NUM
afs-127935	443	4	:	:	PUNCT
afs-127935	443	5	211–229	211–229	NUM
afs-127935	443	6	.	.	PUNCT
afs-127935	444	1	https://doi.org/10.2166/nh.2010.004	https://doi.org/10.2166/nh.2010.004	VERB
afs-127935	444	2	yield	yield	VERB
afs-127935	444	3	predictions	prediction	NOUN
afs-127935	444	4	of	of	ADP
afs-127935	444	5	timothy	timothy	PROPN
afs-127935	444	6	(	(	PUNCT
afs-127935	444	7	phleum	phleum	PROPN
afs-127935	444	8	pratense	pratense	PROPN
afs-127935	444	9	l.	l.	PROPN
afs-127935	444	10	)	)	PUNCT
afs-127935	444	11	in	in	ADP
afs-127935	444	12	norwayunder	norwayunder	ADP
afs-127935	444	13	future	future	ADJ
afs-127935	444	14	climate	climate	NOUN
afs-127935	444	15	scenarios	scenario	NOUN
afs-127935	444	16	introduction	introduction	NOUN
afs-127935	444	17	materials	material	NOUN
afs-127935	444	18	and	and	CCONJ
afs-127935	444	19	methods	method	NOUN
afs-127935	444	20	timothy	timothy	PROPN
afs-127935	444	21	data	data	PROPN
afs-127935	444	22	weather	weather	PROPN
afs-127935	444	23	and	and	CCONJ
afs-127935	444	24	climate	climate	NOUN
afs-127935	444	25	data	datum	NOUN
afs-127935	444	26	data	datum	NOUN
afs-127935	444	27	quality	quality	NOUN
afs-127935	444	28	methodology	methodology	NOUN
afs-127935	444	29	assessing	assess	VERB
afs-127935	444	30	predictive	predictive	ADJ
afs-127935	444	31	ability	ability	NOUN
afs-127935	444	32	results	result	VERB
afs-127935	444	33	optimal	optimal	ADJ
afs-127935	444	34	predictive	predictive	ADJ
afs-127935	444	35	model	model	NOUN
afs-127935	444	36	future	future	ADJ
afs-127935	444	37	scenarios	scenario	NOUN
afs-127935	444	38	discussion	discussion	VERB
afs-127935	444	39	optimal	optimal	ADJ
afs-127935	444	40	predictive	predictive	ADJ
afs-127935	444	41	model	model	NOUN
afs-127935	444	42	projection	projection	NOUN
afs-127935	444	43	of	of	ADP
afs-127935	444	44	future	future	ADJ
afs-127935	444	45	dm	dm	PROPN
afs-127935	444	46	yields	yield	NOUN
afs-127935	444	47	in	in	ADP
afs-127935	444	48	various	various	ADJ
afs-127935	444	49	parts	part	NOUN
afs-127935	444	50	of	of	ADP
afs-127935	444	51	norway	norway	PROPN
afs-127935	444	52	conclusion	conclusion	NOUN
afs-127935	444	53	acknowledgements	acknowledgement	NOUN
afs-127935	444	54	references	reference	NOUN