id	sid	tid	token	lemma	pos
easat-1627	1	1	edelweiss	edelweiss	PROPN
easat-1627	1	2	applied	apply	VERB
easat-1627	1	3	science	science	NOUN
easat-1627	1	4	and	and	CCONJ
easat-1627	1	5	technology	technology	NOUN
easat-1627	1	6	issn	issn	PROPN
easat-1627	1	7	:	:	PUNCT
easat-1627	1	8	2576	2576	NUM
easat-1627	1	9	-	-	SYM
easat-1627	1	10	8484	8484	NUM
easat-1627	1	11	vol	vol	NOUN
easat-1627	1	12	.	.	PROPN
easat-1627	1	13	8	8	NUM
easat-1627	1	14	,	,	PUNCT
easat-1627	1	15	no	no	INTJ
easat-1627	1	16	.	.	NOUN
easat-1627	1	17	4	4	NUM
easat-1627	1	18	,	,	PUNCT
easat-1627	1	19	1428	1428	NUM
easat-1627	1	20	-	-	SYM
easat-1627	1	21	1447	1447	NUM
easat-1627	1	22	2024	2024	NUM
easat-1627	1	23	publisher	publisher	NOUN
easat-1627	1	24	:	:	PUNCT
easat-1627	1	25	learning	learn	VERB
easat-1627	1	26	gate	gate	NOUN
easat-1627	1	27	doi	doi	PROPN
easat-1627	1	28	:	:	PUNCT
easat-1627	1	29	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	1	30	©	©	NOUN
easat-1627	1	31	2024	2024	NUM
easat-1627	1	32	by	by	ADP
easat-1627	1	33	the	the	DET
easat-1627	1	34	author	author	NOUN
easat-1627	1	35	;	;	PUNCT
easat-1627	1	36	licensee	licensee	PROPN
easat-1627	1	37	learning	learning	NOUN
easat-1627	1	38	gate	gate	NOUN
easat-1627	1	39	©	©	PROPN
easat-1627	1	40	2024	2024	NUM
easat-1627	1	41	by	by	ADP
easat-1627	1	42	the	the	DET
easat-1627	1	43	author	author	NOUN
easat-1627	1	44	;	;	PUNCT
easat-1627	1	45	licensee	licensee	PROPN
easat-1627	1	46	learning	learn	VERB
easat-1627	1	47	gate	gate	NOUN
easat-1627	1	48	correspondence	correspondence	NOUN
easat-1627	1	49	:	:	PUNCT
easat-1627	1	50	samatar2020@hotmail.com	samatar2020@hotmail.com	X
easat-1627	2	1	the	the	DET
easat-1627	2	2	influence	influence	NOUN
easat-1627	2	3	of	of	ADP
easat-1627	2	4	climate	climate	NOUN
easat-1627	2	5	change	change	NOUN
easat-1627	2	6	on	on	ADP
easat-1627	2	7	crop	crop	NOUN
easat-1627	2	8	production	production	NOUN
easat-1627	2	9	:	:	PUNCT
easat-1627	2	10	evidence	evidence	NOUN
easat-1627	2	11	from	from	ADP
easat-1627	2	12	somalia	somalia	PROPN
easat-1627	2	13	elmi	elmi	PROPN
easat-1627	2	14	hassan	hassan	PROPN
easat-1627	2	15	samatar	samatar	PROPN
easat-1627	2	16	independent	independent	PROPN
easat-1627	2	17	scholar	scholar	NOUN
easat-1627	2	18	,	,	PUNCT
easat-1627	2	19	mogadishu	mogadishu	PROPN
easat-1627	2	20	,	,	PUNCT
easat-1627	2	21	somalia	somalia	PROPN
easat-1627	2	22	;	;	PUNCT
easat-1627	2	23	somaliasamatar2020@hotmail.com	somaliasamatar2020@hotmail.com	X
easat-1627	3	1	(	(	PUNCT
easat-1627	3	2	e.h.s	e.h.s	NOUN
easat-1627	3	3	.	.	PUNCT
easat-1627	3	4	)	)	PUNCT
easat-1627	3	5	.	.	PUNCT
easat-1627	4	1	abstract	abstract	ADV
easat-1627	4	2	:	:	PUNCT
easat-1627	4	3	the	the	DET
easat-1627	4	4	study	study	NOUN
easat-1627	4	5	examines	examine	VERB
easat-1627	4	6	the	the	DET
easat-1627	4	7	effect	effect	NOUN
easat-1627	4	8	of	of	ADP
easat-1627	4	9	climate	climate	NOUN
easat-1627	4	10	change	change	NOUN
easat-1627	4	11	on	on	ADP
easat-1627	4	12	crop	crop	NOUN
easat-1627	4	13	production	production	NOUN
easat-1627	4	14	in	in	ADP
easat-1627	4	15	somalia	somalia	PROPN
easat-1627	4	16	for	for	ADP
easat-1627	4	17	the	the	DET
easat-1627	4	18	period	period	NOUN
easat-1627	4	19	1990	1990	NUM
easat-1627	4	20	to	to	ADP
easat-1627	4	21	2022	2022	NUM
easat-1627	4	22	obtained	obtain	VERB
easat-1627	4	23	from	from	ADP
easat-1627	4	24	the	the	DET
easat-1627	4	25	world	world	NOUN
easat-1627	4	26	bank	bank	PROPN
easat-1627	4	27	and	and	CCONJ
easat-1627	4	28	faostat	faostat	PROPN
easat-1627	4	29	.	.	PUNCT
easat-1627	5	1	initial	initial	ADJ
easat-1627	5	2	assessments	assessment	NOUN
easat-1627	5	3	were	be	AUX
easat-1627	5	4	conducted	conduct	VERB
easat-1627	5	5	on	on	ADP
easat-1627	5	6	the	the	DET
easat-1627	5	7	data	datum	NOUN
easat-1627	5	8	using	use	VERB
easat-1627	5	9	various	various	ADJ
easat-1627	5	10	techniques	technique	NOUN
easat-1627	5	11	,	,	PUNCT
easat-1627	5	12	including	include	VERB
easat-1627	5	13	the	the	DET
easat-1627	5	14	correlation	correlation	NOUN
easat-1627	5	15	matrix	matrix	NOUN
easat-1627	5	16	,	,	PUNCT
easat-1627	5	17	augmented	augment	VERB
easat-1627	5	18	dickey	dickey	PROPN
easat-1627	5	19	-	-	PUNCT
easat-1627	5	20	fuller	full	ADJ
easat-1627	5	21	test	test	NOUN
easat-1627	5	22	,	,	PUNCT
easat-1627	5	23	and	and	CCONJ
easat-1627	5	24	phillips	phillips	PROPN
easat-1627	5	25	-	-	PUNCT
easat-1627	5	26	perron	perron	PROPN
easat-1627	5	27	unit	unit	NOUN
easat-1627	5	28	root	root	PROPN
easat-1627	5	29	test	test	NOUN
easat-1627	5	30	.	.	PUNCT
easat-1627	6	1	the	the	DET
easat-1627	6	2	findings	finding	NOUN
easat-1627	6	3	from	from	ADP
easat-1627	6	4	both	both	CCONJ
easat-1627	6	5	the	the	DET
easat-1627	6	6	bounds	bound	NOUN
easat-1627	6	7	test	test	VERB
easat-1627	6	8	and	and	CCONJ
easat-1627	6	9	johansen	johansen	PROPN
easat-1627	6	10	test	test	NOUN
easat-1627	6	11	demonstrate	demonstrate	VERB
easat-1627	6	12	the	the	DET
easat-1627	6	13	existence	existence	NOUN
easat-1627	6	14	of	of	ADP
easat-1627	6	15	cointegration	cointegration	NOUN
easat-1627	6	16	within	within	ADP
easat-1627	6	17	the	the	DET
easat-1627	6	18	model	model	NOUN
easat-1627	6	19	.	.	PUNCT
easat-1627	7	1	to	to	PART
easat-1627	7	2	estimate	estimate	VERB
easat-1627	7	3	the	the	DET
easat-1627	7	4	parameter	parameter	NOUN
easat-1627	7	5	values	value	NOUN
easat-1627	7	6	of	of	ADP
easat-1627	7	7	the	the	DET
easat-1627	7	8	regression	regression	NOUN
easat-1627	7	9	model	model	NOUN
easat-1627	7	10	,	,	PUNCT
easat-1627	7	11	three	three	NUM
easat-1627	7	12	methods	method	NOUN
easat-1627	7	13	were	be	AUX
easat-1627	7	14	employed	employ	VERB
easat-1627	7	15	:	:	PUNCT
easat-1627	7	16	the	the	DET
easat-1627	7	17	autoregressive	autoregressive	ADJ
easat-1627	7	18	distributed	distribute	VERB
easat-1627	7	19	lagged	lag	VERB
easat-1627	7	20	(	(	PUNCT
easat-1627	7	21	ardl	ardl	NOUN
easat-1627	7	22	)	)	PUNCT
easat-1627	7	23	model	model	NOUN
easat-1627	7	24	,	,	PUNCT
easat-1627	7	25	dynamic	dynamic	ADJ
easat-1627	7	26	ordinary	ordinary	ADJ
easat-1627	7	27	least	least	ADJ
easat-1627	7	28	squares	square	NOUN
easat-1627	7	29	(	(	PUNCT
easat-1627	7	30	dols	dol	NOUN
easat-1627	7	31	)	)	PUNCT
easat-1627	7	32	,	,	PUNCT
easat-1627	7	33	and	and	CCONJ
easat-1627	7	34	fully	fully	ADV
easat-1627	7	35	modified	modified	ADJ
easat-1627	7	36	least	least	ADJ
easat-1627	7	37	squares	square	NOUN
easat-1627	7	38	(	(	PUNCT
easat-1627	7	39	fmols	fmol	NOUN
easat-1627	7	40	)	)	PUNCT
easat-1627	7	41	.	.	PUNCT
easat-1627	8	1	the	the	DET
easat-1627	8	2	study	study	NOUN
easat-1627	8	3	's	's	PART
easat-1627	8	4	results	result	NOUN
easat-1627	8	5	demonstrate	demonstrate	VERB
easat-1627	8	6	a	a	DET
easat-1627	8	7	positive	positive	ADJ
easat-1627	8	8	and	and	CCONJ
easat-1627	8	9	significant	significant	ADJ
easat-1627	8	10	influence	influence	NOUN
easat-1627	8	11	of	of	ADP
easat-1627	8	12	foreign	foreign	ADJ
easat-1627	8	13	direct	direct	ADJ
easat-1627	8	14	investment	investment	NOUN
easat-1627	8	15	(	(	PUNCT
easat-1627	8	16	fdi	fdi	NOUN
easat-1627	8	17	)	)	PUNCT
easat-1627	8	18	on	on	ADP
easat-1627	8	19	crop	crop	NOUN
easat-1627	8	20	production	production	NOUN
easat-1627	8	21	.	.	PUNCT
easat-1627	9	1	specifically	specifically	ADV
easat-1627	9	2	,	,	PUNCT
easat-1627	9	3	the	the	DET
easat-1627	9	4	impact	impact	NOUN
easat-1627	9	5	of	of	ADP
easat-1627	9	6	fdi	fdi	NOUN
easat-1627	9	7	is	be	AUX
easat-1627	9	8	found	find	VERB
easat-1627	9	9	to	to	PART
easat-1627	9	10	be	be	AUX
easat-1627	9	11	more	more	ADV
easat-1627	9	12	pronounced	pronounce	VERB
easat-1627	9	13	in	in	ADP
easat-1627	9	14	the	the	DET
easat-1627	9	15	long	long	ADJ
easat-1627	9	16	term	term	NOUN
easat-1627	9	17	compared	compare	VERB
easat-1627	9	18	to	to	ADP
easat-1627	9	19	the	the	DET
easat-1627	9	20	short	short	ADJ
easat-1627	9	21	term	term	NOUN
easat-1627	9	22	.	.	PUNCT
easat-1627	10	1	similarly	similarly	ADV
easat-1627	10	2	,	,	PUNCT
easat-1627	10	3	the	the	DET
easat-1627	10	4	study	study	NOUN
easat-1627	10	5	finds	find	VERB
easat-1627	10	6	that	that	SCONJ
easat-1627	10	7	the	the	DET
easat-1627	10	8	harvested	harvest	VERB
easat-1627	10	9	area	area	NOUN
easat-1627	10	10	and	and	CCONJ
easat-1627	10	11	labor	labor	NOUN
easat-1627	10	12	force	force	NOUN
easat-1627	10	13	have	have	VERB
easat-1627	10	14	substantial	substantial	ADJ
easat-1627	10	15	positive	positive	ADJ
easat-1627	10	16	impacts	impact	NOUN
easat-1627	10	17	on	on	ADP
easat-1627	10	18	crop	crop	NOUN
easat-1627	10	19	production	production	NOUN
easat-1627	10	20	,	,	PUNCT
easat-1627	10	21	both	both	CCONJ
easat-1627	10	22	in	in	ADP
easat-1627	10	23	the	the	DET
easat-1627	10	24	short	short	ADJ
easat-1627	10	25	run	run	NOUN
easat-1627	10	26	and	and	CCONJ
easat-1627	10	27	long	long	ADJ
easat-1627	10	28	run	run	NOUN
easat-1627	10	29	.	.	PUNCT
easat-1627	11	1	based	base	VERB
easat-1627	11	2	on	on	ADP
easat-1627	11	3	the	the	DET
easat-1627	11	4	ardl	ardl	NOUN
easat-1627	11	5	model	model	NOUN
easat-1627	11	6	results	result	NOUN
easat-1627	11	7	,	,	PUNCT
easat-1627	11	8	the	the	DET
easat-1627	11	9	study	study	NOUN
easat-1627	11	10	finds	find	VERB
easat-1627	11	11	that	that	SCONJ
easat-1627	11	12	rainfall	rainfall	NOUN
easat-1627	11	13	and	and	CCONJ
easat-1627	11	14	temperature	temperature	NOUN
easat-1627	11	15	do	do	AUX
easat-1627	11	16	not	not	PART
easat-1627	11	17	have	have	VERB
easat-1627	11	18	a	a	DET
easat-1627	11	19	beneficial	beneficial	ADJ
easat-1627	11	20	influence	influence	NOUN
easat-1627	11	21	on	on	ADP
easat-1627	11	22	crop	crop	NOUN
easat-1627	11	23	production	production	NOUN
easat-1627	11	24	in	in	ADP
easat-1627	11	25	both	both	CCONJ
easat-1627	11	26	the	the	DET
easat-1627	11	27	short	short	ADJ
easat-1627	11	28	run	run	NOUN
easat-1627	11	29	and	and	CCONJ
easat-1627	11	30	long	long	ADJ
easat-1627	11	31	run	run	NOUN
easat-1627	11	32	.	.	PUNCT
easat-1627	12	1	this	this	PRON
easat-1627	12	2	is	be	AUX
easat-1627	12	3	becuase	becuase	PROPN
easat-1627	12	4	,	,	PUNCT
easat-1627	12	5	somalia	somalia	PROPN
easat-1627	12	6	is	be	AUX
easat-1627	12	7	considered	consider	VERB
easat-1627	12	8	as	as	ADP
easat-1627	12	9	one	one	NUM
easat-1627	12	10	of	of	ADP
easat-1627	12	11	the	the	DET
easat-1627	12	12	most	most	ADV
easat-1627	12	13	susceptible	susceptible	ADJ
easat-1627	12	14	countries	country	NOUN
easat-1627	12	15	to	to	ADP
easat-1627	12	16	the	the	DET
easat-1627	12	17	effects	effect	NOUN
easat-1627	12	18	of	of	ADP
easat-1627	12	19	climate	climate	NOUN
easat-1627	12	20	change	change	NOUN
easat-1627	12	21	globally	globally	ADV
easat-1627	12	22	.	.	PUNCT
easat-1627	13	1	the	the	DET
easat-1627	13	2	paper	paper	NOUN
easat-1627	13	3	advises	advise	VERB
easat-1627	13	4	somalia	somalia	PROPN
easat-1627	13	5	's	's	PART
easat-1627	13	6	government	government	NOUN
easat-1627	13	7	to	to	PART
easat-1627	13	8	focus	focus	VERB
easat-1627	13	9	on	on	ADP
easat-1627	13	10	developing	develop	VERB
easat-1627	13	11	heat	heat	NOUN
easat-1627	13	12	-	-	PUNCT
easat-1627	13	13	resistant	resistant	ADJ
easat-1627	13	14	crops	crop	NOUN
easat-1627	13	15	to	to	PART
easat-1627	13	16	counter	counter	VERB
easat-1627	13	17	the	the	DET
easat-1627	13	18	opposing	opposing	ADJ
easat-1627	13	19	effects	effect	NOUN
easat-1627	13	20	of	of	ADP
easat-1627	13	21	temperature	temperature	NOUN
easat-1627	13	22	on	on	ADP
easat-1627	13	23	crop	crop	NOUN
easat-1627	13	24	production	production	NOUN
easat-1627	13	25	and	and	CCONJ
easat-1627	13	26	ensure	ensure	VERB
easat-1627	13	27	food	food	NOUN
easat-1627	13	28	security	security	NOUN
easat-1627	13	29	.	.	PUNCT
easat-1627	14	1	it	it	PRON
easat-1627	14	2	also	also	ADV
easat-1627	14	3	requires	require	VERB
easat-1627	14	4	a	a	DET
easat-1627	14	5	comprehensive	comprehensive	ADJ
easat-1627	14	6	agriculture	agriculture	NOUN
easat-1627	14	7	funding	funding	NOUN
easat-1627	14	8	-	-	PUNCT
easat-1627	14	9	framework	framework	NOUN
easat-1627	14	10	including	include	VERB
easat-1627	14	11	emergency	emergency	NOUN
easat-1627	14	12	assistance	assistance	NOUN
easat-1627	14	13	.	.	PUNCT
easat-1627	15	1	keywords	keyword	NOUN
easat-1627	15	2	:	:	PUNCT
easat-1627	15	3	arable	arable	ADJ
easat-1627	15	4	land	land	NOUN
easat-1627	15	5	,	,	PUNCT
easat-1627	15	6	ardl	ardl	NOUN
easat-1627	15	7	,	,	PUNCT
easat-1627	15	8	climate	climate	NOUN
easat-1627	15	9	change	change	NOUN
easat-1627	15	10	,	,	PUNCT
easat-1627	15	11	crop	crop	NOUN
easat-1627	15	12	production	production	NOUN
easat-1627	15	13	,	,	PUNCT
easat-1627	15	14	dols	dol	NOUN
easat-1627	15	15	,	,	PUNCT
easat-1627	15	16	fmols	fmol	NOUN
easat-1627	15	17	,	,	PUNCT
easat-1627	15	18	precipitation	precipitation	NOUN
easat-1627	15	19	,	,	PUNCT
easat-1627	15	20	somalia	somalia	PROPN
easat-1627	15	21	,	,	PUNCT
easat-1627	15	22	temperature	temperature	NOUN
easat-1627	15	23	.	.	PUNCT
easat-1627	16	1	1	1	X
easat-1627	16	2	.	.	X
easat-1627	16	3	introduction	introduction	NOUN
easat-1627	16	4	this	this	DET
easat-1627	16	5	century	century	NOUN
easat-1627	16	6	is	be	AUX
easat-1627	16	7	being	be	AUX
easat-1627	16	8	profoundly	profoundly	ADV
easat-1627	16	9	affected	affect	VERB
easat-1627	16	10	by	by	ADP
easat-1627	16	11	climate	climate	NOUN
easat-1627	16	12	change	change	NOUN
easat-1627	16	13	,	,	PUNCT
easat-1627	16	14	and	and	CCONJ
easat-1627	16	15	somalia	somalia	PROPN
easat-1627	16	16	,	,	PUNCT
easat-1627	16	17	like	like	ADP
easat-1627	16	18	the	the	DET
easat-1627	16	19	rest	rest	NOUN
easat-1627	16	20	of	of	ADP
easat-1627	16	21	africa	africa	PROPN
easat-1627	16	22	,	,	PUNCT
easat-1627	16	23	is	be	AUX
easat-1627	16	24	especially	especially	ADV
easat-1627	16	25	susceptible	susceptible	ADJ
easat-1627	16	26	to	to	ADP
easat-1627	16	27	its	its	PRON
easat-1627	16	28	consequences	consequence	NOUN
easat-1627	16	29	.	.	PUNCT
easat-1627	17	1	the	the	DET
easat-1627	17	2	atmosphere	atmosphere	NOUN
easat-1627	17	3	,	,	PUNCT
easat-1627	17	4	ocean	ocean	NOUN
easat-1627	17	5	,	,	PUNCT
easat-1627	17	6	cryosphere	cryosphere	NOUN
easat-1627	17	7	,	,	PUNCT
easat-1627	17	8	and	and	CCONJ
easat-1627	17	9	biosphere	biosphere	NOUN
easat-1627	17	10	have	have	AUX
easat-1627	17	11	changed	change	VERB
easat-1627	17	12	rapidly	rapidly	ADV
easat-1627	17	13	.	.	PUNCT
easat-1627	18	1	global	global	ADJ
easat-1627	18	2	rainfall	rainfall	NOUN
easat-1627	18	3	patterns	pattern	NOUN
easat-1627	18	4	,	,	PUNCT
easat-1627	18	5	temperature	temperature	NOUN
easat-1627	18	6	fluctuations	fluctuation	NOUN
easat-1627	18	7	,	,	PUNCT
easat-1627	18	8	the	the	DET
easat-1627	18	9	regularity	regularity	NOUN
easat-1627	18	10	and	and	CCONJ
easat-1627	18	11	intensity	intensity	NOUN
easat-1627	18	12	of	of	ADP
easat-1627	18	13	severe	severe	ADJ
easat-1627	18	14	weather	weather	NOUN
easat-1627	18	15	,	,	PUNCT
easat-1627	18	16	and	and	CCONJ
easat-1627	18	17	climatic	climatic	ADJ
easat-1627	18	18	extremes	extreme	NOUN
easat-1627	18	19	are	be	AUX
easat-1627	18	20	all	all	PRON
easat-1627	18	21	being	be	AUX
easat-1627	18	22	affected	affect	VERB
easat-1627	18	23	by	by	ADP
easat-1627	18	24	human	human	NOUN
easat-1627	18	25	-	-	PUNCT
easat-1627	18	26	caused	cause	VERB
easat-1627	18	27	climate	climate	NOUN
easat-1627	18	28	change	change	NOUN
easat-1627	18	29	.	.	PUNCT
easat-1627	19	1	this	this	PRON
easat-1627	19	2	has	have	AUX
easat-1627	19	3	caused	cause	VERB
easat-1627	19	4	significant	significant	ADJ
easat-1627	19	5	devastation	devastation	NOUN
easat-1627	19	6	to	to	ADP
easat-1627	19	7	people	people	NOUN
easat-1627	19	8	and	and	CCONJ
easat-1627	19	9	nature	nature	NOUN
easat-1627	19	10	(	(	PUNCT
easat-1627	19	11	ipcc	ipcc	NOUN
easat-1627	19	12	,	,	PUNCT
easat-1627	19	13	2023	2023	NUM
easat-1627	19	14	)	)	PUNCT
easat-1627	19	15	.	.	PUNCT
easat-1627	20	1	climate	climate	NOUN
easat-1627	20	2	change	change	NOUN
easat-1627	20	3	and	and	CCONJ
easat-1627	20	4	its	its	PRON
easat-1627	20	5	environmental	environmental	ADJ
easat-1627	20	6	effects	effect	NOUN
easat-1627	20	7	are	be	AUX
easat-1627	20	8	happening	happen	VERB
easat-1627	20	9	now	now	ADV
easat-1627	20	10	at	at	ADP
easat-1627	20	11	a	a	DET
easat-1627	20	12	rate	rate	NOUN
easat-1627	20	13	never	never	ADV
easat-1627	20	14	seen	see	VERB
easat-1627	20	15	before	before	ADV
easat-1627	20	16	,	,	PUNCT
easat-1627	20	17	making	make	VERB
easat-1627	20	18	it	it	PRON
easat-1627	20	19	difficult	difficult	ADJ
easat-1627	20	20	for	for	SCONJ
easat-1627	20	21	the	the	DET
easat-1627	20	22	government	government	NOUN
easat-1627	20	23	and	and	CCONJ
easat-1627	20	24	society	society	NOUN
easat-1627	20	25	to	to	PART
easat-1627	20	26	adjust	adjust	VERB
easat-1627	20	27	to	to	ADP
easat-1627	20	28	and	and	CCONJ
easat-1627	20	29	deal	deal	VERB
easat-1627	20	30	with	with	ADP
easat-1627	20	31	the	the	DET
easat-1627	20	32	changing	change	VERB
easat-1627	20	33	environment	environment	NOUN
easat-1627	20	34	.	.	PUNCT
easat-1627	21	1	changes	change	NOUN
easat-1627	21	2	in	in	ADP
easat-1627	21	3	climate	climate	NOUN
easat-1627	21	4	and	and	CCONJ
easat-1627	21	5	the	the	DET
easat-1627	21	6	environment	environment	NOUN
easat-1627	21	7	increasingly	increasingly	ADV
easat-1627	21	8	destabilize	destabilize	VERB
easat-1627	21	9	the	the	DET
easat-1627	21	10	systems	system	NOUN
easat-1627	21	11	that	that	PRON
easat-1627	21	12	support	support	VERB
easat-1627	21	13	the	the	DET
easat-1627	21	14	livelihoods	livelihood	NOUN
easat-1627	21	15	of	of	ADP
easat-1627	21	16	billions	billion	NOUN
easat-1627	21	17	of	of	ADP
easat-1627	21	18	people	people	NOUN
easat-1627	21	19	around	around	ADP
easat-1627	21	20	the	the	DET
easat-1627	21	21	globe	globe	NOUN
easat-1627	21	22	(	(	PUNCT
easat-1627	21	23	undp	undp	PROPN
easat-1627	21	24	,	,	PUNCT
easat-1627	21	25	2023	2023	NUM
easat-1627	21	26	)	)	PUNCT
easat-1627	21	27	.	.	PUNCT
easat-1627	22	1	there	there	PRON
easat-1627	22	2	's	be	VERB
easat-1627	22	3	no	no	DET
easat-1627	22	4	doubt	doubt	NOUN
easat-1627	22	5	that	that	SCONJ
easat-1627	22	6	human	human	ADJ
easat-1627	22	7	activity	activity	NOUN
easat-1627	22	8	has	have	AUX
easat-1627	22	9	significantly	significantly	ADV
easat-1627	22	10	impacted	impact	VERB
easat-1627	22	11	the	the	DET
easat-1627	22	12	warming	warming	NOUN
easat-1627	22	13	of	of	ADP
easat-1627	22	14	our	our	PRON
easat-1627	22	15	planet	planet	NOUN
easat-1627	22	16	's	's	PART
easat-1627	22	17	atmosphere	atmosphere	NOUN
easat-1627	22	18	,	,	PUNCT
easat-1627	22	19	oceans	ocean	NOUN
easat-1627	22	20	,	,	PUNCT
easat-1627	22	21	and	and	CCONJ
easat-1627	22	22	land	land	NOUN
easat-1627	22	23	.	.	PUNCT
easat-1627	23	1	between	between	ADP
easat-1627	23	2	1901	1901	NUM
easat-1627	23	3	and	and	CCONJ
easat-1627	23	4	2018	2018	NUM
easat-1627	23	5	,	,	PUNCT
easat-1627	23	6	the	the	DET
easat-1627	23	7	average	average	ADJ
easat-1627	23	8	worldwide	worldwide	ADJ
easat-1627	23	9	sea	sea	NOUN
easat-1627	23	10	level	level	NOUN
easat-1627	23	11	witnessed	witness	VERB
easat-1627	23	12	a	a	DET
easat-1627	23	13	rise	rise	NOUN
easat-1627	23	14	of	of	ADP
easat-1627	23	15	0.20	0.20	NUM
easat-1627	23	16	meters	meter	NOUN
easat-1627	23	17	,	,	PUNCT
easat-1627	23	18	ranging	range	VERB
easat-1627	23	19	from	from	ADP
easat-1627	23	20	0.15	0.15	NUM
easat-1627	23	21	to	to	ADP
easat-1627	23	22	0.25	0.25	NUM
easat-1627	23	23	meters	meter	NOUN
easat-1627	23	24	(	(	PUNCT
easat-1627	23	25	ipcc	ipcc	NOUN
easat-1627	23	26	,	,	PUNCT
easat-1627	23	27	2023	2023	NUM
easat-1627	23	28	)	)	PUNCT
easat-1627	23	29	.	.	PUNCT
easat-1627	24	1	between	between	ADP
easat-1627	24	2	1901	1901	NUM
easat-1627	24	3	and	and	CCONJ
easat-1627	24	4	1971	1971	NUM
easat-1627	24	5	,	,	PUNCT
easat-1627	24	6	the	the	DET
easat-1627	24	7	average	average	ADJ
easat-1627	24	8	pace	pace	NOUN
easat-1627	24	9	of	of	ADP
easat-1627	24	10	rising	rise	VERB
easat-1627	24	11	sea	sea	NOUN
easat-1627	24	12	levels	level	NOUN
easat-1627	24	13	was	be	AUX
easat-1627	24	14	at	at	ADP
easat-1627	24	15	1.3	1.3	NUM
easat-1627	24	16	[	[	SYM
easat-1627	24	17	0.6	0.6	NUM
easat-1627	24	18	to	to	PART
easat-1627	24	19	2.1	2.1	NUM
easat-1627	24	20	]	]	PUNCT
easat-1627	24	21	mm	mm	NOUN
easat-1627	24	22	per	per	ADP
easat-1627	24	23	year	year	NOUN
easat-1627	24	24	.	.	PUNCT
easat-1627	25	1	this	this	DET
easat-1627	25	2	rate	rate	NOUN
easat-1627	25	3	increased	increase	VERB
easat-1627	25	4	to	to	ADP
easat-1627	25	5	1.9	1.9	NUM
easat-1627	25	6	[	[	SYM
easat-1627	25	7	0.8	0.8	NUM
easat-1627	25	8	to	to	PART
easat-1627	25	9	2.9	2.9	NUM
easat-1627	25	10	]	]	PUNCT
easat-1627	25	11	mm	mm	PROPN
easat-1627	25	12	annually	annually	ADV
easat-1627	25	13	from	from	ADP
easat-1627	25	14	1971	1971	NUM
easat-1627	25	15	to	to	ADP
easat-1627	25	16	2006	2006	NUM
easat-1627	25	17	,	,	PUNCT
easat-1627	25	18	and	and	CCONJ
easat-1627	25	19	then	then	ADV
easat-1627	25	20	escalated	escalate	VERB
easat-1627	25	21	even	even	ADV
easat-1627	25	22	more	more	ADV
easat-1627	25	23	to	to	ADP
easat-1627	25	24	3.7	3.7	NUM
easat-1627	25	25	[	[	SYM
easat-1627	25	26	3.2	3.2	NUM
easat-1627	25	27	to	to	PART
easat-1627	25	28	4.2	4.2	NUM
easat-1627	25	29	]	]	PUNCT
easat-1627	25	30	mm	mm	NOUN
easat-1627	25	31	per	per	ADP
easat-1627	25	32	year	year	NOUN
easat-1627	25	33	from	from	ADP
easat-1627	25	34	2006	2006	NUM
easat-1627	25	35	to	to	ADP
easat-1627	25	36	2018	2018	NUM
easat-1627	25	37	(	(	PUNCT
easat-1627	25	38	ipcc	ipcc	NOUN
easat-1627	25	39	,	,	PUNCT
easat-1627	25	40	2023	2023	NUM
easat-1627	25	41	)	)	PUNCT
easat-1627	25	42	.	.	PUNCT
easat-1627	26	1	it	it	PRON
easat-1627	26	2	is	be	AUX
easat-1627	26	3	highly	highly	ADV
easat-1627	26	4	probable	probable	ADJ
easat-1627	26	5	that	that	SCONJ
easat-1627	26	6	human	human	ADJ
easat-1627	26	7	intervention	intervention	NOUN
easat-1627	26	8	has	have	AUX
easat-1627	26	9	been	be	AUX
easat-1627	26	10	the	the	DET
easat-1627	26	11	primary	primary	ADJ
easat-1627	26	12	factor	factor	NOUN
easat-1627	26	13	behind	behind	ADP
easat-1627	26	14	these	these	DET
easat-1627	26	15	surges	surge	NOUN
easat-1627	26	16	since	since	SCONJ
easat-1627	26	17	at	at	ADP
easat-1627	26	18	least	least	ADJ
easat-1627	26	19	1971	1971	NUM
easat-1627	26	20	,	,	PUNCT
easat-1627	26	21	if	if	SCONJ
easat-1627	26	22	not	not	PART
easat-1627	26	23	earlier	early	ADV
easat-1627	26	24	.	.	PUNCT
easat-1627	27	1	https://orcid.org/0000-0002-3779-3476	https://orcid.org/0000-0002-3779-3476	PROPN
easat-1627	27	2	1429	1429	NUM
easat-1627	27	3	edelweiss	edelweiss	PROPN
easat-1627	27	4	applied	apply	VERB
easat-1627	27	5	science	science	NOUN
easat-1627	27	6	and	and	CCONJ
easat-1627	27	7	technology	technology	NOUN
easat-1627	27	8	issn	issn	PROPN
easat-1627	27	9	:	:	PUNCT
easat-1627	27	10	2576	2576	NUM
easat-1627	27	11	-	-	SYM
easat-1627	27	12	8484	8484	NUM
easat-1627	27	13	vol	vol	NOUN
easat-1627	27	14	.	.	PROPN
easat-1627	28	1	8	8	NUM
easat-1627	28	2	,	,	PUNCT
easat-1627	28	3	no	no	INTJ
easat-1627	28	4	.	.	NOUN
easat-1627	29	1	4	4	NUM
easat-1627	29	2	:	:	SYM
easat-1627	29	3	1428	1428	NUM
easat-1627	29	4	-	-	SYM
easat-1627	29	5	1447	1447	NUM
easat-1627	29	6	,	,	PUNCT
easat-1627	29	7	2024	2024	NUM
easat-1627	29	8	doi	doi	NOUN
easat-1627	29	9	:	:	PUNCT
easat-1627	29	10	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	29	11	©	©	NOUN
easat-1627	29	12	2024	2024	NUM
easat-1627	29	13	by	by	ADP
easat-1627	29	14	the	the	DET
easat-1627	29	15	author	author	NOUN
easat-1627	29	16	;	;	PUNCT
easat-1627	29	17	licensee	licensee	PROPN
easat-1627	29	18	learning	learning	NOUN
easat-1627	29	19	gate	gate	VERB
easat-1627	29	20	the	the	DET
easat-1627	29	21	effect	effect	NOUN
easat-1627	29	22	of	of	ADP
easat-1627	29	23	climate	climate	NOUN
easat-1627	29	24	change	change	NOUN
easat-1627	29	25	,	,	PUNCT
easat-1627	29	26	which	which	PRON
easat-1627	29	27	have	have	AUX
easat-1627	29	28	been	be	AUX
easat-1627	29	29	getting	get	VERB
easat-1627	29	30	more	more	ADV
easat-1627	29	31	sever	sever	ADJ
easat-1627	29	32	over	over	ADP
easat-1627	29	33	the	the	DET
easat-1627	29	34	past	past	ADJ
easat-1627	29	35	two	two	NUM
easat-1627	29	36	to	to	PART
easat-1627	29	37	three	three	NUM
easat-1627	29	38	decades	decade	NOUN
easat-1627	29	39	,	,	PUNCT
easat-1627	29	40	are	be	AUX
easat-1627	29	41	having	have	VERB
easat-1627	29	42	a	a	DET
easat-1627	29	43	negative	negative	ADJ
easat-1627	29	44	impact	impact	NOUN
easat-1627	29	45	on	on	ADP
easat-1627	29	46	global	global	ADJ
easat-1627	29	47	food	food	NOUN
easat-1627	29	48	supply	supply	NOUN
easat-1627	29	49	(	(	PUNCT
easat-1627	29	50	fao	fao	ADJ
easat-1627	29	51	,	,	PUNCT
easat-1627	29	52	2015	2015	NUM
easat-1627	29	53	)	)	PUNCT
easat-1627	29	54	.	.	PUNCT
easat-1627	30	1	agriculture	agriculture	NOUN
easat-1627	30	2	is	be	AUX
easat-1627	30	3	the	the	DET
easat-1627	30	4	industry	industry	NOUN
easat-1627	30	5	most	most	ADV
easat-1627	30	6	sensitive	sensitive	ADJ
easat-1627	30	7	to	to	ADP
easat-1627	30	8	climate	climate	NOUN
easat-1627	30	9	change	change	NOUN
easat-1627	30	10	.	.	PUNCT
easat-1627	31	1	climate	climate	NOUN
easat-1627	31	2	change	change	NOUN
easat-1627	31	3	affects	affect	VERB
easat-1627	31	4	agricultural	agricultural	ADJ
easat-1627	31	5	output	output	NOUN
easat-1627	31	6	through	through	ADP
easat-1627	31	7	rainfall	rainfall	NOUN
easat-1627	31	8	patterns	pattern	NOUN
easat-1627	31	9	,	,	PUNCT
easat-1627	31	10	temperature	temperature	NOUN
easat-1627	31	11	rise	rise	NOUN
easat-1627	31	12	,	,	PUNCT
easat-1627	31	13	sowing	sowing	NOUN
easat-1627	31	14	and	and	CCONJ
easat-1627	31	15	harvesting	harvesting	NOUN
easat-1627	31	16	dates	date	NOUN
easat-1627	31	17	,	,	PUNCT
easat-1627	31	18	water	water	NOUN
easat-1627	31	19	availability	availability	NOUN
easat-1627	31	20	,	,	PUNCT
easat-1627	31	21	evapotranspiration	evapotranspiration	NOUN
easat-1627	31	22	,	,	PUNCT
easat-1627	31	23	and	and	CCONJ
easat-1627	31	24	suitability	suitability	NOUN
easat-1627	31	25	of	of	ADP
easat-1627	31	26	land	land	NOUN
easat-1627	31	27	(	(	PUNCT
easat-1627	31	28	janjua	janjua	NOUN
easat-1627	31	29	,	,	PUNCT
easat-1627	31	30	et	et	PROPN
easat-1627	31	31	al	al	PROPN
easat-1627	31	32	.	.	PROPN
easat-1627	31	33	,	,	PUNCT
easat-1627	31	34	2010	2010	NUM
easat-1627	31	35	)	)	PUNCT
easat-1627	31	36	.	.	PUNCT
easat-1627	32	1	as	as	SCONJ
easat-1627	32	2	stated	state	VERB
easat-1627	32	3	by	by	ADP
easat-1627	32	4	shakooret	shakooret	PROPN
easat-1627	32	5	et	et	PROPN
easat-1627	32	6	al	al	PROPN
easat-1627	32	7	,	,	PUNCT
easat-1627	32	8	(	(	PUNCT
easat-1627	32	9	2015	2015	NUM
easat-1627	32	10	)	)	PUNCT
easat-1627	32	11	,	,	PUNCT
easat-1627	32	12	climate	climate	NOUN
easat-1627	32	13	change	change	NOUN
easat-1627	32	14	has	have	AUX
easat-1627	32	15	been	be	AUX
easat-1627	32	16	a	a	DET
easat-1627	32	17	more	more	ADV
easat-1627	32	18	significant	significant	ADJ
easat-1627	32	19	danger	danger	NOUN
easat-1627	32	20	to	to	ADP
easat-1627	32	21	the	the	DET
easat-1627	32	22	socioeconomic	socioeconomic	ADJ
easat-1627	32	23	and	and	CCONJ
easat-1627	32	24	agricultural	agricultural	ADJ
easat-1627	32	25	growth	growth	NOUN
easat-1627	32	26	of	of	ADP
easat-1627	32	27	any	any	DET
easat-1627	32	28	nation	nation	NOUN
easat-1627	32	29	than	than	ADP
easat-1627	32	30	any	any	DET
easat-1627	32	31	other	other	ADJ
easat-1627	32	32	factor	factor	NOUN
easat-1627	32	33	considered	consider	VERB
easat-1627	32	34	.	.	PUNCT
easat-1627	33	1	agricultural	agricultural	ADJ
easat-1627	33	2	output	output	NOUN
easat-1627	33	3	is	be	AUX
easat-1627	33	4	negatively	negatively	ADV
easat-1627	33	5	influenced	influence	VERB
easat-1627	33	6	by	by	ADP
easat-1627	33	7	both	both	DET
easat-1627	33	8	temperature	temperature	NOUN
easat-1627	33	9	and	and	CCONJ
easat-1627	33	10	precipitation	precipitation	NOUN
easat-1627	33	11	(	(	PUNCT
easat-1627	33	12	ali	ali	PROPN
easat-1627	33	13	,	,	PUNCT
easat-1627	33	14	et	et	PROPN
easat-1627	33	15	al	al	PROPN
easat-1627	33	16	.	.	PROPN
easat-1627	33	17	,	,	PUNCT
easat-1627	33	18	2021	2021	NUM
easat-1627	33	19	)	)	PUNCT
easat-1627	33	20	.	.	PUNCT
easat-1627	34	1	climate	climate	NOUN
easat-1627	34	2	variability	variability	NOUN
easat-1627	34	3	(	(	PUNCT
easat-1627	34	4	temperature	temperature	NOUN
easat-1627	34	5	and	and	CCONJ
easat-1627	34	6	precipitation	precipitation	NOUN
easat-1627	34	7	)	)	PUNCT
easat-1627	34	8	and	and	CCONJ
easat-1627	34	9	climate	climate	NOUN
easat-1627	34	10	-	-	PUNCT
easat-1627	34	11	driven	drive	VERB
easat-1627	34	12	extremes	extreme	NOUN
easat-1627	34	13	such	such	ADJ
easat-1627	34	14	as	as	ADP
easat-1627	34	15	floods	flood	NOUN
easat-1627	34	16	,	,	PUNCT
easat-1627	34	17	droughts	drought	NOUN
easat-1627	34	18	,	,	PUNCT
easat-1627	34	19	and	and	CCONJ
easat-1627	34	20	heat	heat	NOUN
easat-1627	34	21	stress	stress	NOUN
easat-1627	34	22	have	have	VERB
easat-1627	34	23	a	a	DET
easat-1627	34	24	detrimental	detrimental	ADJ
easat-1627	34	25	effect	effect	NOUN
easat-1627	34	26	on	on	ADP
easat-1627	34	27	agricultural	agricultural	ADJ
easat-1627	34	28	production	production	NOUN
easat-1627	34	29	in	in	ADP
easat-1627	34	30	asia	asia	PROPN
easat-1627	34	31	(	(	PUNCT
easat-1627	34	32	habib	habib	NOUN
easat-1627	34	33	-	-	PUNCT
easat-1627	34	34	urrahman	urrahman	ADJ
easat-1627	34	35	,	,	PUNCT
easat-1627	34	36	et	et	PROPN
easat-1627	34	37	al	al	PROPN
easat-1627	34	38	.	.	PROPN
easat-1627	34	39	,	,	PUNCT
easat-1627	34	40	2022	2022	NUM
easat-1627	34	41	)	)	PUNCT
easat-1627	34	42	.	.	PUNCT
easat-1627	35	1	furthermore	furthermore	ADV
easat-1627	35	2	,	,	PUNCT
easat-1627	35	3	it	it	PRON
easat-1627	35	4	is	be	AUX
easat-1627	35	5	anticipated	anticipate	VERB
easat-1627	35	6	that	that	SCONJ
easat-1627	35	7	climate	climate	NOUN
easat-1627	35	8	change	change	NOUN
easat-1627	35	9	would	would	AUX
easat-1627	35	10	have	have	VERB
easat-1627	35	11	an	an	DET
easat-1627	35	12	effect	effect	NOUN
easat-1627	35	13	on	on	ADP
easat-1627	35	14	the	the	DET
easat-1627	35	15	production	production	NOUN
easat-1627	35	16	of	of	ADP
easat-1627	35	17	cereal	cereal	NOUN
easat-1627	35	18	crops	crop	NOUN
easat-1627	35	19	in	in	ADP
easat-1627	35	20	sub	sub	ADJ
easat-1627	35	21	-	-	ADJ
easat-1627	35	22	saharan	saharan	ADJ
easat-1627	35	23	africa	africa	PROPN
easat-1627	35	24	(	(	PUNCT
easat-1627	35	25	ssa	ssa	PROPN
easat-1627	35	26	)	)	PUNCT
easat-1627	35	27	,	,	PUNCT
easat-1627	35	28	with	with	ADP
easat-1627	35	29	significant	significant	ADJ
easat-1627	35	30	regional	regional	ADJ
easat-1627	35	31	variation	variation	NOUN
easat-1627	35	32	in	in	ADP
easat-1627	35	33	yield	yield	NOUN
easat-1627	35	34	forecasts	forecast	NOUN
easat-1627	35	35	(	(	PUNCT
easat-1627	35	36	mereu	mereu	PROPN
easat-1627	35	37	,	,	PUNCT
easat-1627	35	38	et	et	PROPN
easat-1627	35	39	al	al	PROPN
easat-1627	35	40	.	.	PROPN
easat-1627	35	41	,	,	PUNCT
easat-1627	35	42	2015	2015	NUM
easat-1627	35	43	)	)	PUNCT
easat-1627	35	44	.	.	PUNCT
easat-1627	36	1	moreover	moreover	ADV
easat-1627	36	2	,	,	PUNCT
easat-1627	36	3	climate	climate	NOUN
easat-1627	36	4	variability	variability	NOUN
easat-1627	36	5	can	can	AUX
easat-1627	36	6	have	have	VERB
easat-1627	36	7	a	a	DET
easat-1627	36	8	significant	significant	ADJ
easat-1627	36	9	impact	impact	NOUN
easat-1627	36	10	on	on	ADP
easat-1627	36	11	agriculture	agriculture	NOUN
easat-1627	36	12	resulting	result	VERB
easat-1627	36	13	in	in	ADP
easat-1627	36	14	elevated	elevated	ADJ
easat-1627	36	15	crop	crop	NOUN
easat-1627	36	16	damage	damage	NOUN
easat-1627	36	17	,	,	PUNCT
easat-1627	36	18	reduced	reduce	VERB
easat-1627	36	19	productivity	productivity	NOUN
easat-1627	36	20	,	,	PUNCT
easat-1627	36	21	and	and	CCONJ
easat-1627	36	22	heightened	heighten	VERB
easat-1627	36	23	operational	operational	ADJ
easat-1627	36	24	expenses	expense	NOUN
easat-1627	36	25	.	.	PUNCT
easat-1627	37	1	these	these	DET
easat-1627	37	2	challenges	challenge	NOUN
easat-1627	37	3	pose	pose	VERB
easat-1627	37	4	vast	vast	ADJ
easat-1627	37	5	implications	implication	NOUN
easat-1627	37	6	on	on	ADP
easat-1627	37	7	the	the	DET
easat-1627	37	8	industry	industry	NOUN
easat-1627	37	9	.	.	PUNCT
easat-1627	38	1	anabaraonye	anabaraonye	PROPN
easat-1627	38	2	,	,	PUNCT
easat-1627	38	3	et	et	PROPN
easat-1627	38	4	al	al	PROPN
easat-1627	38	5	.	.	PROPN
easat-1627	38	6	(	(	PUNCT
easat-1627	38	7	2021	2021	NUM
easat-1627	38	8	)	)	PUNCT
easat-1627	38	9	found	find	VERB
easat-1627	38	10	that	that	SCONJ
easat-1627	38	11	climate	climate	NOUN
easat-1627	38	12	change	change	NOUN
easat-1627	38	13	reduces	reduce	VERB
easat-1627	38	14	soil	soil	NOUN
easat-1627	38	15	fertility	fertility	NOUN
easat-1627	38	16	and	and	CCONJ
easat-1627	38	17	plant	plant	NOUN
easat-1627	38	18	growth	growth	NOUN
easat-1627	38	19	in	in	ADP
easat-1627	38	20	climate	climate	NOUN
easat-1627	38	21	-	-	PUNCT
easat-1627	38	22	smart	smart	ADJ
easat-1627	38	23	agricultural	agricultural	ADJ
easat-1627	38	24	systems	system	NOUN
easat-1627	38	25	in	in	ADP
easat-1627	38	26	nigeria	nigeria	PROPN
easat-1627	38	27	.	.	PUNCT
easat-1627	39	1	soil	soil	NOUN
easat-1627	39	2	degradation	degradation	NOUN
easat-1627	39	3	has	have	AUX
easat-1627	39	4	also	also	ADV
easat-1627	39	5	been	be	AUX
easat-1627	39	6	discovered	discover	VERB
easat-1627	39	7	to	to	PART
easat-1627	39	8	negatively	negatively	ADV
easat-1627	39	9	affect	affect	VERB
easat-1627	39	10	crop	crop	NOUN
easat-1627	39	11	production	production	NOUN
easat-1627	39	12	,	,	PUNCT
easat-1627	39	13	leading	lead	VERB
easat-1627	39	14	to	to	ADP
easat-1627	39	15	food	food	NOUN
easat-1627	39	16	insecurity	insecurity	NOUN
easat-1627	39	17	.	.	PUNCT
easat-1627	40	1	moreover	moreover	ADV
easat-1627	40	2	,	,	PUNCT
easat-1627	40	3	pakistan	pakistan	PROPN
easat-1627	40	4	's	's	PART
easat-1627	40	5	agricultural	agricultural	ADJ
easat-1627	40	6	productivity	productivity	NOUN
easat-1627	40	7	is	be	AUX
easat-1627	40	8	being	be	AUX
easat-1627	40	9	negatively	negatively	ADV
easat-1627	40	10	impacted	impact	VERB
easat-1627	40	11	by	by	ADP
easat-1627	40	12	crop	crop	NOUN
easat-1627	40	13	diseases	disease	NOUN
easat-1627	40	14	brought	bring	VERB
easat-1627	40	15	on	on	ADP
easat-1627	40	16	by	by	ADP
easat-1627	40	17	climate	climate	NOUN
easat-1627	40	18	change	change	NOUN
easat-1627	40	19	(	(	PUNCT
easat-1627	40	20	abbas	abbas	NOUN
easat-1627	40	21	,	,	PUNCT
easat-1627	40	22	2021	2021	NUM
easat-1627	40	23	)	)	PUNCT
easat-1627	40	24	.	.	PUNCT
easat-1627	41	1	the	the	DET
easat-1627	41	2	productivity	productivity	NOUN
easat-1627	41	3	of	of	ADP
easat-1627	41	4	animals	animal	NOUN
easat-1627	41	5	and	and	CCONJ
easat-1627	41	6	agriculture	agriculture	NOUN
easat-1627	41	7	are	be	AUX
easat-1627	41	8	both	both	PRON
easat-1627	41	9	impacted	impact	VERB
easat-1627	41	10	by	by	ADP
easat-1627	41	11	climate	climate	NOUN
easat-1627	41	12	variability	variability	NOUN
easat-1627	41	13	and	and	CCONJ
easat-1627	41	14	the	the	DET
easat-1627	41	15	frequency	frequency	NOUN
easat-1627	41	16	of	of	ADP
easat-1627	41	17	extreme	extreme	ADJ
easat-1627	41	18	weather	weather	NOUN
easat-1627	41	19	events	event	NOUN
easat-1627	41	20	like	like	ADP
easat-1627	41	21	windstorms	windstorm	NOUN
easat-1627	41	22	,	,	PUNCT
easat-1627	41	23	droughts	drought	NOUN
easat-1627	41	24	,	,	PUNCT
easat-1627	41	25	and	and	CCONJ
easat-1627	41	26	floods	flood	NOUN
easat-1627	41	27	(	(	PUNCT
easat-1627	41	28	quandt	quandt	PROPN
easat-1627	41	29	&	&	CCONJ
easat-1627	41	30	kimathi	kimathi	PROPN
easat-1627	41	31	,	,	PUNCT
easat-1627	41	32	2017	2017	NUM
easat-1627	41	33	)	)	PUNCT
easat-1627	41	34	.	.	PUNCT
easat-1627	42	1	farmers	farmer	NOUN
easat-1627	42	2	are	be	AUX
easat-1627	42	3	less	less	ADV
easat-1627	42	4	likely	likely	ADJ
easat-1627	42	5	to	to	PART
easat-1627	42	6	participate	participate	VERB
easat-1627	42	7	in	in	ADP
easat-1627	42	8	agriculture	agriculture	NOUN
easat-1627	42	9	due	due	ADP
easat-1627	42	10	to	to	ADP
easat-1627	42	11	the	the	DET
easat-1627	42	12	climate	climate	NOUN
easat-1627	42	13	change	change	NOUN
easat-1627	42	14	as	as	SCONJ
easat-1627	42	15	it	it	PRON
easat-1627	42	16	lowers	lower	VERB
easat-1627	42	17	their	their	PRON
easat-1627	42	18	income	income	NOUN
easat-1627	42	19	and	and	CCONJ
easat-1627	42	20	causes	cause	VERB
easat-1627	42	21	inequality	inequality	NOUN
easat-1627	42	22	and	and	CCONJ
easat-1627	42	23	misery	misery	NOUN
easat-1627	42	24	(	(	PUNCT
easat-1627	42	25	chandio	chandio	NOUN
easat-1627	42	26	,	,	PUNCT
easat-1627	42	27	et	et	PROPN
easat-1627	42	28	al	al	PROPN
easat-1627	42	29	.	.	PROPN
easat-1627	42	30	,	,	PUNCT
easat-1627	42	31	2020	2020	NUM
easat-1627	42	32	)	)	PUNCT
easat-1627	42	33	.	.	PUNCT
easat-1627	43	1	in	in	ADP
easat-1627	43	2	addition	addition	NOUN
easat-1627	43	3	,	,	PUNCT
easat-1627	43	4	the	the	DET
easat-1627	43	5	frequency	frequency	NOUN
easat-1627	43	6	and	and	CCONJ
easat-1627	43	7	severity	severity	NOUN
easat-1627	43	8	of	of	ADP
easat-1627	43	9	extreme	extreme	ADJ
easat-1627	43	10	weather	weather	NOUN
easat-1627	43	11	events	event	NOUN
easat-1627	43	12	like	like	ADP
easat-1627	43	13	cyclones	cyclone	NOUN
easat-1627	43	14	,	,	PUNCT
easat-1627	43	15	floods	flood	NOUN
easat-1627	43	16	,	,	PUNCT
easat-1627	43	17	and	and	CCONJ
easat-1627	43	18	droughts	drought	NOUN
easat-1627	43	19	are	be	AUX
easat-1627	43	20	rising	rise	VERB
easat-1627	43	21	due	due	ADP
easat-1627	43	22	to	to	ADP
easat-1627	43	23	climate	climate	NOUN
easat-1627	43	24	change	change	NOUN
easat-1627	43	25	.	.	PUNCT
easat-1627	44	1	in	in	ADP
easat-1627	44	2	addition	addition	NOUN
easat-1627	44	3	to	to	ADP
easat-1627	44	4	impairing	impair	VERB
easat-1627	44	5	agricultural	agricultural	ADJ
easat-1627	44	6	output	output	NOUN
easat-1627	44	7	,	,	PUNCT
easat-1627	44	8	these	these	DET
easat-1627	44	9	occurrences	occurrence	NOUN
easat-1627	44	10	upset	upset	VERB
easat-1627	44	11	the	the	DET
easat-1627	44	12	equilibrium	equilibrium	NOUN
easat-1627	44	13	of	of	ADP
easat-1627	44	14	water	water	NOUN
easat-1627	44	15	supplies	supply	NOUN
easat-1627	44	16	.	.	PUNCT
easat-1627	45	1	(	(	PUNCT
easat-1627	45	2	baig	baig	PROPN
easat-1627	45	3	&	&	CCONJ
easat-1627	45	4	amjad	amjad	PROPN
easat-1627	45	5	,	,	PUNCT
easat-1627	45	6	2014	2014	NUM
easat-1627	45	7	)	)	PUNCT
easat-1627	45	8	.	.	PUNCT
easat-1627	46	1	the	the	DET
easat-1627	46	2	tropical	tropical	ADJ
easat-1627	46	3	and	and	CCONJ
easat-1627	46	4	subtropical	subtropical	ADJ
easat-1627	46	5	regions	region	NOUN
easat-1627	46	6	especially	especially	ADV
easat-1627	46	7	sub	sub	ADJ
easat-1627	46	8	-	-	ADJ
easat-1627	46	9	saharan	saharan	ADJ
easat-1627	46	10	african	african	ADJ
easat-1627	46	11	nations	nation	NOUN
easat-1627	46	12	are	be	AUX
easat-1627	46	13	more	more	ADV
easat-1627	46	14	susceptible	susceptible	ADJ
easat-1627	46	15	to	to	ADP
easat-1627	46	16	the	the	DET
easat-1627	46	17	effects	effect	NOUN
easat-1627	46	18	of	of	ADP
easat-1627	46	19	rising	rise	VERB
easat-1627	46	20	temperatures	temperature	NOUN
easat-1627	46	21	,	,	PUNCT
easat-1627	46	22	which	which	PRON
easat-1627	46	23	can	can	AUX
easat-1627	46	24	result	result	VERB
easat-1627	46	25	in	in	ADP
easat-1627	46	26	the	the	DET
easat-1627	46	27	destruction	destruction	NOUN
easat-1627	46	28	of	of	ADP
easat-1627	46	29	crops	crop	NOUN
easat-1627	46	30	as	as	ADV
easat-1627	46	31	well	well	ADV
easat-1627	46	32	as	as	ADP
easat-1627	46	33	an	an	DET
easat-1627	46	34	increased	increase	VERB
easat-1627	46	35	need	need	NOUN
easat-1627	46	36	for	for	ADP
easat-1627	46	37	water	water	NOUN
easat-1627	46	38	.	.	PUNCT
easat-1627	47	1	it	it	PRON
easat-1627	47	2	results	result	VERB
easat-1627	47	3	in	in	ADP
easat-1627	47	4	famines	famine	NOUN
easat-1627	47	5	and	and	CCONJ
easat-1627	47	6	floods	flood	NOUN
easat-1627	47	7	,	,	PUNCT
easat-1627	47	8	which	which	PRON
easat-1627	47	9	in	in	ADP
easat-1627	47	10	turn	turn	NOUN
easat-1627	47	11	causes	cause	VERB
easat-1627	47	12	a	a	DET
easat-1627	47	13	country	country	NOUN
easat-1627	47	14	's	's	PART
easat-1627	47	15	socioeconomic	socioeconomic	ADJ
easat-1627	47	16	standing	standing	NOUN
easat-1627	47	17	to	to	PART
easat-1627	47	18	deteriorate	deteriorate	VERB
easat-1627	47	19	(	(	PUNCT
easat-1627	47	20	samatar	samatar	ADJ
easat-1627	47	21	,	,	PUNCT
easat-1627	47	22	2023	2023	NUM
easat-1627	47	23	;	;	PUNCT
easat-1627	47	24	msowoya	msowoya	PROPN
easat-1627	47	25	,	,	PUNCT
easat-1627	47	26	et	et	PROPN
easat-1627	47	27	al	al	PROPN
easat-1627	47	28	.	.	PROPN
easat-1627	47	29	,	,	PUNCT
easat-1627	47	30	2016	2016	NUM
easat-1627	47	31	)	)	PUNCT
easat-1627	47	32	.	.	PUNCT
easat-1627	48	1	the	the	DET
easat-1627	48	2	amount	amount	NOUN
easat-1627	48	3	of	of	ADP
easat-1627	48	4	direct	direct	ADJ
easat-1627	48	5	water	water	NOUN
easat-1627	48	6	available	available	ADJ
easat-1627	48	7	to	to	ADP
easat-1627	48	8	crops	crop	NOUN
easat-1627	48	9	may	may	AUX
easat-1627	48	10	vary	vary	VERB
easat-1627	48	11	due	due	ADJ
easat-1627	48	12	to	to	ADP
easat-1627	48	13	variations	variation	NOUN
easat-1627	48	14	in	in	ADP
easat-1627	48	15	the	the	DET
easat-1627	48	16	frequency	frequency	NOUN
easat-1627	48	17	and	and	CCONJ
easat-1627	48	18	intensity	intensity	NOUN
easat-1627	48	19	of	of	ADP
easat-1627	48	20	rainfall	rainfall	NOUN
easat-1627	48	21	brought	bring	VERB
easat-1627	48	22	on	on	ADP
easat-1627	48	23	by	by	ADP
easat-1627	48	24	climate	climate	NOUN
easat-1627	48	25	change	change	NOUN
easat-1627	48	26	,	,	PUNCT
easat-1627	48	27	the	the	DET
easat-1627	48	28	severity	severity	NOUN
easat-1627	48	29	of	of	ADP
easat-1627	48	30	drought	drought	NOUN
easat-1627	48	31	on	on	ADP
easat-1627	48	32	crops	crop	NOUN
easat-1627	48	33	,	,	PUNCT
easat-1627	48	34	the	the	DET
easat-1627	48	35	health	health	NOUN
easat-1627	48	36	of	of	ADP
easat-1627	48	37	livestock	livestock	NOUN
easat-1627	48	38	,	,	PUNCT
easat-1627	48	39	the	the	DET
easat-1627	48	40	availability	availability	NOUN
easat-1627	48	41	of	of	ADP
easat-1627	48	42	forage	forage	NOUN
easat-1627	48	43	,	,	PUNCT
easat-1627	48	44	and	and	CCONJ
easat-1627	48	45	the	the	DET
easat-1627	48	46	efficacy	efficacy	NOUN
easat-1627	48	47	of	of	ADP
easat-1627	48	48	irrigation	irrigation	NOUN
easat-1627	48	49	systems	system	NOUN
easat-1627	48	50	(	(	PUNCT
easat-1627	48	51	shankar	shankar	PROPN
easat-1627	48	52	&	&	CCONJ
easat-1627	48	53	shikha	shikha	PROPN
easat-1627	48	54	,	,	PUNCT
easat-1627	48	55	2017	2017	NUM
easat-1627	48	56	)	)	PUNCT
easat-1627	48	57	.	.	PUNCT
easat-1627	49	1	furthermore	furthermore	ADV
easat-1627	49	2	,	,	PUNCT
easat-1627	49	3	according	accord	VERB
easat-1627	49	4	to	to	ADP
easat-1627	49	5	adimassu	adimassu	PROPN
easat-1627	49	6	and	and	CCONJ
easat-1627	49	7	kessler	kessler	PROPN
easat-1627	49	8	(	(	PUNCT
easat-1627	49	9	2016	2016	NUM
easat-1627	49	10	)	)	PUNCT
easat-1627	49	11	,	,	PUNCT
easat-1627	49	12	sub	sub	ADJ
easat-1627	49	13	-	-	ADJ
easat-1627	49	14	saharan	saharan	ADJ
easat-1627	49	15	africa	africa	PROPN
easat-1627	49	16	is	be	AUX
easat-1627	49	17	subjected	subject	VERB
easat-1627	49	18	to	to	ADP
easat-1627	49	19	a	a	DET
easat-1627	49	20	disproportionate	disproportionate	ADJ
easat-1627	49	21	impact	impact	NOUN
easat-1627	49	22	of	of	ADP
easat-1627	49	23	climate	climate	NOUN
easat-1627	49	24	change	change	NOUN
easat-1627	49	25	as	as	ADP
easat-1627	49	26	a	a	DET
easat-1627	49	27	result	result	NOUN
easat-1627	49	28	of	of	ADP
easat-1627	49	29	its	its	PRON
easat-1627	49	30	significant	significant	ADJ
easat-1627	49	31	reliance	reliance	NOUN
easat-1627	49	32	on	on	ADP
easat-1627	49	33	agriculture	agriculture	NOUN
easat-1627	49	34	,	,	PUNCT
easat-1627	49	35	which	which	PRON
easat-1627	49	36	is	be	AUX
easat-1627	49	37	dependent	dependent	ADJ
easat-1627	49	38	on	on	ADP
easat-1627	49	39	rainfall	rainfall	NOUN
easat-1627	49	40	.	.	PUNCT
easat-1627	50	1	as	as	ADP
easat-1627	50	2	a	a	DET
easat-1627	50	3	consequence	consequence	NOUN
easat-1627	50	4	,	,	PUNCT
easat-1627	50	5	the	the	DET
easat-1627	50	6	region	region	NOUN
easat-1627	50	7	is	be	AUX
easat-1627	50	8	unable	unable	ADJ
easat-1627	50	9	to	to	PART
easat-1627	50	10	adequately	adequately	ADV
easat-1627	50	11	foresee	foresee	VERB
easat-1627	50	12	and	and	CCONJ
easat-1627	50	13	mitigate	mitigate	VERB
easat-1627	50	14	the	the	DET
easat-1627	50	15	far	far	ADV
easat-1627	50	16	-	-	PUNCT
easat-1627	50	17	reaching	reach	VERB
easat-1627	50	18	implications	implication	NOUN
easat-1627	50	19	of	of	ADP
easat-1627	50	20	such	such	ADJ
easat-1627	50	21	catastrophes	catastrophe	NOUN
easat-1627	50	22	.	.	PUNCT
easat-1627	51	1	there	there	PRON
easat-1627	51	2	is	be	VERB
easat-1627	51	3	a	a	DET
easat-1627	51	4	very	very	ADV
easat-1627	51	5	modest	modest	ADJ
easat-1627	51	6	amount	amount	NOUN
easat-1627	51	7	of	of	ADP
easat-1627	51	8	land	land	NOUN
easat-1627	51	9	in	in	ADP
easat-1627	51	10	somalia	somalia	PROPN
easat-1627	51	11	that	that	PRON
easat-1627	51	12	is	be	AUX
easat-1627	51	13	used	use	VERB
easat-1627	51	14	for	for	ADP
easat-1627	51	15	rainfed	rainfed	ADJ
easat-1627	51	16	farmland	farmland	NOUN
easat-1627	51	17	,	,	PUNCT
easat-1627	51	18	which	which	PRON
easat-1627	51	19	is	be	AUX
easat-1627	51	20	estimated	estimate	VERB
easat-1627	51	21	to	to	PART
easat-1627	51	22	be	be	AUX
easat-1627	51	23	234,000	234,000	NUM
easat-1627	51	24	hectares	hectare	NOUN
easat-1627	51	25	(	(	PUNCT
easat-1627	51	26	bremer	bremer	NOUN
easat-1627	51	27	,	,	PUNCT
easat-1627	51	28	2021	2021	NUM
easat-1627	51	29	;	;	PUNCT
easat-1627	51	30	ncea	ncea	X
easat-1627	51	31	,	,	PUNCT
easat-1627	51	32	2021	2021	NUM
easat-1627	51	33	)	)	PUNCT
easat-1627	51	34	.	.	PUNCT
easat-1627	52	1	the	the	DET
easat-1627	52	2	most	most	ADV
easat-1627	52	3	susceptible	susceptible	ADJ
easat-1627	52	4	country	country	NOUN
easat-1627	52	5	to	to	PART
easat-1627	52	6	climate	climate	VERB
easat-1627	52	7	change	change	NOUN
easat-1627	52	8	's	's	PART
easat-1627	52	9	impacts	impact	NOUN
easat-1627	52	10	and	and	CCONJ
easat-1627	52	11	the	the	DET
easat-1627	52	12	one	one	NOUN
easat-1627	52	13	with	with	ADP
easat-1627	52	14	the	the	DET
easat-1627	52	15	least	least	ADJ
easat-1627	52	16	amount	amount	NOUN
easat-1627	52	17	of	of	ADP
easat-1627	52	18	preparation	preparation	NOUN
easat-1627	52	19	is	be	AUX
easat-1627	52	20	somalia	somalia	PROPN
easat-1627	52	21	(	(	PUNCT
easat-1627	52	22	ncea	ncea	PROPN
easat-1627	52	23	,	,	PUNCT
easat-1627	52	24	2021	2021	NUM
easat-1627	52	25	)	)	PUNCT
easat-1627	52	26	.	.	PUNCT
easat-1627	53	1	the	the	DET
easat-1627	53	2	effects	effect	NOUN
easat-1627	53	3	of	of	ADP
easat-1627	53	4	climate	climate	NOUN
easat-1627	53	5	change	change	NOUN
easat-1627	53	6	are	be	AUX
easat-1627	53	7	having	have	VERB
easat-1627	53	8	a	a	DET
easat-1627	53	9	disproportionately	disproportionately	ADV
easat-1627	53	10	negative	negative	ADJ
easat-1627	53	11	impact	impact	NOUN
easat-1627	53	12	on	on	ADP
easat-1627	53	13	vulnerable	vulnerable	ADJ
easat-1627	53	14	communities	community	NOUN
easat-1627	53	15	,	,	PUNCT
easat-1627	53	16	such	such	ADJ
easat-1627	53	17	as	as	ADP
easat-1627	53	18	that	that	PRON
easat-1627	53	19	of	of	ADP
easat-1627	53	20	somalia	somalia	PROPN
easat-1627	53	21	,	,	PUNCT
easat-1627	53	22	which	which	PRON
easat-1627	53	23	have	have	AUX
easat-1627	53	24	historically	historically	ADV
easat-1627	53	25	contributed	contribute	VERB
easat-1627	53	26	the	the	DET
easat-1627	53	27	least	least	ADJ
easat-1627	53	28	to	to	ADP
easat-1627	53	29	the	the	DET
easat-1627	53	30	present	present	ADJ
easat-1627	53	31	climate	climate	NOUN
easat-1627	53	32	change	change	NOUN
easat-1627	53	33	.	.	PUNCT
easat-1627	54	1	between	between	SCONJ
easat-1627	54	2	3.3	3.3	NUM
easat-1627	54	3	and	and	CCONJ
easat-1627	54	4	3.6	3.6	NUM
easat-1627	54	5	billion	billion	NUM
easat-1627	54	6	people	people	NOUN
easat-1627	54	7	reside	reside	VERB
easat-1627	54	8	in	in	ADP
easat-1627	54	9	regions	region	NOUN
easat-1627	54	10	that	that	PRON
easat-1627	54	11	are	be	AUX
easat-1627	54	12	vulnerable	vulnerable	ADJ
easat-1627	54	13	to	to	ADP
easat-1627	54	14	climate	climate	NOUN
easat-1627	54	15	change	change	NOUN
easat-1627	54	16	(	(	PUNCT
easat-1627	54	17	ipcc	ipcc	NOUN
easat-1627	54	18	,	,	PUNCT
easat-1627	54	19	2023	2023	NUM
easat-1627	54	20	)	)	PUNCT
easat-1627	54	21	.	.	PUNCT
easat-1627	55	1	africa	africa	PROPN
easat-1627	55	2	's	's	PART
easat-1627	55	3	agriculture	agriculture	NOUN
easat-1627	55	4	,	,	PUNCT
easat-1627	55	5	water	water	NOUN
easat-1627	55	6	,	,	PUNCT
easat-1627	55	7	and	and	CCONJ
easat-1627	55	8	food	food	NOUN
easat-1627	55	9	security	security	NOUN
easat-1627	55	10	are	be	AUX
easat-1627	55	11	suffering	suffer	VERB
easat-1627	55	12	from	from	ADP
easat-1627	55	13	climate	climate	NOUN
easat-1627	55	14	change	change	NOUN
easat-1627	55	15	.	.	PUNCT
easat-1627	56	1	food	food	NOUN
easat-1627	56	2	insecurity	insecurity	NOUN
easat-1627	56	3	is	be	AUX
easat-1627	56	4	caused	cause	VERB
easat-1627	56	5	by	by	ADP
easat-1627	56	6	periodic	periodic	ADJ
easat-1627	56	7	droughts	drought	NOUN
easat-1627	56	8	and	and	CCONJ
easat-1627	56	9	floods	flood	NOUN
easat-1627	56	10	affecting	affect	VERB
easat-1627	56	11	crop	crop	NOUN
easat-1627	56	12	productivity	productivity	NOUN
easat-1627	56	13	.	.	PUNCT
easat-1627	57	1	somalia	somalia	PROPN
easat-1627	57	2	,	,	PUNCT
easat-1627	57	3	located	locate	VERB
easat-1627	57	4	in	in	ADP
easat-1627	57	5	a	a	DET
easat-1627	57	6	highly	highly	ADV
easat-1627	57	7	vulnerable	vulnerable	ADJ
easat-1627	57	8	region	region	NOUN
easat-1627	57	9	,	,	PUNCT
easat-1627	57	10	is	be	AUX
easat-1627	57	11	particularly	particularly	ADV
easat-1627	57	12	affected	affect	VERB
easat-1627	57	13	by	by	ADP
easat-1627	57	14	climate	climate	NOUN
easat-1627	57	15	change	change	NOUN
easat-1627	57	16	.	.	PUNCT
easat-1627	58	1	it	it	PRON
easat-1627	58	2	is	be	AUX
easat-1627	58	3	estimated	estimate	VERB
easat-1627	58	4	that	that	SCONJ
easat-1627	58	5	about	about	ADV
easat-1627	58	6	8.3	8.3	NUM
easat-1627	58	7	million	million	NUM
easat-1627	58	8	people	people	NOUN
easat-1627	58	9	across	across	ADP
easat-1627	58	10	the	the	DET
easat-1627	58	11	country	country	NOUN
easat-1627	58	12	of	of	ADP
easat-1627	58	13	somalia	somalia	PROPN
easat-1627	58	14	would	would	AUX
easat-1627	58	15	endure	endure	VERB
easat-1627	58	16	a	a	DET
easat-1627	58	17	crisis	crisis	NOUN
easat-1627	58	18	(	(	PUNCT
easat-1627	58	19	ipc	ipc	PROPN
easat-1627	58	20	phase	phase	NOUN
easat-1627	58	21	3	3	NUM
easat-1627	58	22	)	)	PUNCT
easat-1627	58	23	or	or	CCONJ
easat-1627	58	24	severe	severe	ADJ
easat-1627	58	25	acute	acute	ADJ
easat-1627	58	26	food	food	NOUN
easat-1627	58	27	insecurity	insecurity	NOUN
easat-1627	58	28	as	as	ADP
easat-1627	58	29	a	a	DET
easat-1627	58	30	result	result	NOUN
easat-1627	58	31	of	of	ADP
easat-1627	58	32	the	the	DET
easat-1627	58	33	effects	effect	NOUN
easat-1627	58	34	of	of	ADP
easat-1627	58	35	five	five	NUM
easat-1627	58	36	consecutive	consecutive	ADJ
easat-1627	58	37	seasons	season	NOUN
easat-1627	58	38	of	of	ADP
easat-1627	58	39	inadequate	inadequate	ADJ
easat-1627	58	40	rainfall	rainfall	NOUN
easat-1627	58	41	(	(	PUNCT
easat-1627	58	42	ipc	ipc	PROPN
easat-1627	58	43	,	,	PUNCT
easat-1627	58	44	2022	2022	NUM
easat-1627	58	45	)	)	PUNCT
easat-1627	58	46	,	,	PUNCT
easat-1627	58	47	a	a	DET
easat-1627	58	48	phenomenon	phenomenon	NOUN
easat-1627	58	49	not	not	PART
easat-1627	58	50	observed	observe	VERB
easat-1627	58	51	in	in	ADP
easat-1627	58	52	at	at	ADP
easat-1627	58	53	least	least	ADJ
easat-1627	58	54	the	the	DET
easat-1627	58	55	past	past	ADJ
easat-1627	58	56	40	40	NUM
easat-1627	58	57	years	year	NOUN
easat-1627	58	58	(	(	PUNCT
easat-1627	58	59	fsnwg	fsnwg	ADJ
easat-1627	58	60	,	,	PUNCT
easat-1627	58	61	2022	2022	NUM
easat-1627	58	62	)	)	PUNCT
easat-1627	58	63	.	.	PUNCT
easat-1627	59	1	in	in	ADP
easat-1627	59	2	general	general	ADJ
easat-1627	59	3	,	,	PUNCT
easat-1627	59	4	somalia	somalia	PROPN
easat-1627	59	5	is	be	AUX
easat-1627	59	6	classified	classify	VERB
easat-1627	59	7	as	as	ADP
easat-1627	59	8	an	an	DET
easat-1627	59	9	arid	arid	NOUN
easat-1627	59	10	to	to	ADP
easat-1627	59	11	semi	semi	ADJ
easat-1627	59	12	-	-	ADJ
easat-1627	59	13	arid	arid	ADJ
easat-1627	59	14	country	country	NOUN
easat-1627	59	15	that	that	PRON
easat-1627	59	16	receives	receive	VERB
easat-1627	59	17	250	250	NUM
easat-1627	59	18	mm	mm	NOUN
easat-1627	59	19	of	of	ADP
easat-1627	59	20	rain	rain	NOUN
easat-1627	59	21	annually	annually	ADV
easat-1627	59	22	.	.	PUNCT
easat-1627	60	1	the	the	DET
easat-1627	60	2	northern	northern	ADJ
easat-1627	60	3	maritime	maritime	ADJ
easat-1627	60	4	plains	plain	NOUN
easat-1627	60	5	are	be	AUX
easat-1627	60	6	hot	hot	ADJ
easat-1627	60	7	and	and	CCONJ
easat-1627	60	8	dry	dry	ADJ
easat-1627	60	9	,	,	PUNCT
easat-1627	60	10	with	with	ADP
easat-1627	60	11	an	an	DET
easat-1627	60	12	average	average	ADJ
easat-1627	60	13	annual	annual	ADJ
easat-1627	60	14	rainfall	rainfall	NOUN
easat-1627	60	15	of	of	ADP
easat-1627	60	16	less	less	ADJ
easat-1627	60	17	than	than	ADP
easat-1627	60	18	250	250	NUM
easat-1627	60	19	mm	mm	NOUN
easat-1627	60	20	.	.	PUNCT
easat-1627	61	1	the	the	DET
easat-1627	61	2	south	south	ADJ
easat-1627	61	3	and	and	CCONJ
easat-1627	61	4	south	south	PROPN
easat-1627	61	5	-	-	PUNCT
easat-1627	61	6	west	west	PROPN
easat-1627	61	7	receive	receive	VERB
easat-1627	61	8	400	400	NUM
easat-1627	61	9	mm	mm	NOUN
easat-1627	61	10	and	and	CCONJ
easat-1627	61	11	700	700	NUM
easat-1627	61	12	mm	mm	NOUN
easat-1627	61	13	of	of	ADP
easat-1627	61	14	average	average	ADJ
easat-1627	61	15	annual	annual	ADJ
easat-1627	61	16	rainfall	rainfall	NOUN
easat-1627	61	17	,	,	PUNCT
easat-1627	61	18	respectively	respectively	ADV
easat-1627	61	19	1430	1430	NUM
easat-1627	61	20	edelweiss	edelweiss	PROPN
easat-1627	61	21	applied	apply	VERB
easat-1627	61	22	science	science	NOUN
easat-1627	61	23	and	and	CCONJ
easat-1627	61	24	technology	technology	NOUN
easat-1627	61	25	issn	issn	PROPN
easat-1627	61	26	:	:	PUNCT
easat-1627	61	27	2576	2576	NUM
easat-1627	61	28	-	-	SYM
easat-1627	61	29	8484	8484	NUM
easat-1627	61	30	vol	vol	NOUN
easat-1627	61	31	.	.	PROPN
easat-1627	61	32	8	8	NUM
easat-1627	61	33	,	,	PUNCT
easat-1627	61	34	no	no	INTJ
easat-1627	61	35	.	.	NOUN
easat-1627	61	36	4	4	NUM
easat-1627	61	37	:	:	SYM
easat-1627	61	38	1428	1428	NUM
easat-1627	61	39	-	-	SYM
easat-1627	61	40	1447	1447	NUM
easat-1627	61	41	,	,	PUNCT
easat-1627	61	42	2024	2024	NUM
easat-1627	61	43	doi	doi	NOUN
easat-1627	61	44	:	:	PUNCT
easat-1627	61	45	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	61	46	©	©	NOUN
easat-1627	61	47	2024	2024	NUM
easat-1627	61	48	by	by	ADP
easat-1627	61	49	the	the	DET
easat-1627	61	50	author	author	NOUN
easat-1627	61	51	;	;	PUNCT
easat-1627	61	52	licensee	licensee	PROPN
easat-1627	61	53	learning	learning	NOUN
easat-1627	61	54	gate	gate	NOUN
easat-1627	61	55	(	(	PUNCT
easat-1627	61	56	nec	nec	PROPN
easat-1627	61	57	somalia	somalia	PROPN
easat-1627	61	58	,	,	PUNCT
easat-1627	61	59	2022	2022	NUM
easat-1627	61	60	)	)	PUNCT
easat-1627	61	61	.	.	PUNCT
easat-1627	62	1	the	the	DET
easat-1627	62	2	production	production	NOUN
easat-1627	62	3	of	of	ADP
easat-1627	62	4	cash	cash	NOUN
easat-1627	62	5	crops	crop	NOUN
easat-1627	62	6	and	and	CCONJ
easat-1627	62	7	cereal	cereal	NOUN
easat-1627	62	8	in	in	ADP
easat-1627	62	9	riverine	riverine	NOUN
easat-1627	62	10	areas	area	NOUN
easat-1627	62	11	has	have	AUX
easat-1627	62	12	been	be	AUX
easat-1627	62	13	further	far	ADV
easat-1627	62	14	hampered	hamper	VERB
easat-1627	62	15	by	by	ADP
easat-1627	62	16	reduced	reduced	ADJ
easat-1627	62	17	water	water	NOUN
easat-1627	62	18	levels	level	NOUN
easat-1627	62	19	in	in	ADP
easat-1627	62	20	the	the	DET
easat-1627	62	21	shabelle	shabelle	NOUN
easat-1627	62	22	and	and	CCONJ
easat-1627	62	23	juba	juba	ADJ
easat-1627	62	24	rivers	river	NOUN
easat-1627	62	25	,	,	PUNCT
easat-1627	62	26	which	which	PRON
easat-1627	62	27	have	have	AUX
easat-1627	62	28	resulted	result	VERB
easat-1627	62	29	in	in	ADP
easat-1627	62	30	a	a	DET
easat-1627	62	31	string	string	NOUN
easat-1627	62	32	of	of	ADP
easat-1627	62	33	unsuccessful	unsuccessful	ADJ
easat-1627	62	34	cereal	cereal	NOUN
easat-1627	62	35	harvests	harvest	NOUN
easat-1627	62	36	for	for	ADP
easat-1627	62	37	households	household	NOUN
easat-1627	62	38	in	in	ADP
easat-1627	62	39	livelihood	livelihood	NOUN
easat-1627	62	40	zones	zone	NOUN
easat-1627	62	41	that	that	PRON
easat-1627	62	42	are	be	AUX
easat-1627	62	43	riverine	riverine	NOUN
easat-1627	62	44	and	and	CCONJ
easat-1627	62	45	agropastoral	agropastoral	ADJ
easat-1627	62	46	(	(	PUNCT
easat-1627	62	47	ipc	ipc	PROPN
easat-1627	62	48	,	,	PUNCT
easat-1627	62	49	2022	2022	NUM
easat-1627	62	50	)	)	PUNCT
easat-1627	62	51	.	.	PUNCT
easat-1627	63	1	due	due	ADP
easat-1627	63	2	to	to	ADP
easat-1627	63	3	their	their	PRON
easat-1627	63	4	reliance	reliance	NOUN
easat-1627	63	5	on	on	ADP
easat-1627	63	6	agriculture	agriculture	NOUN
easat-1627	63	7	,	,	PUNCT
easat-1627	63	8	horn	horn	PROPN
easat-1627	63	9	of	of	ADP
easat-1627	63	10	africa	africa	PROPN
easat-1627	63	11	countries	country	NOUN
easat-1627	63	12	are	be	AUX
easat-1627	63	13	particularly	particularly	ADV
easat-1627	63	14	vulnerable	vulnerable	ADJ
easat-1627	63	15	to	to	ADP
easat-1627	63	16	climate	climate	NOUN
easat-1627	63	17	change	change	NOUN
easat-1627	63	18	and	and	CCONJ
easat-1627	63	19	suffer	suffer	VERB
easat-1627	63	20	severe	severe	ADJ
easat-1627	63	21	natural	natural	ADJ
easat-1627	63	22	resource	resource	NOUN
easat-1627	63	23	shortages	shortage	NOUN
easat-1627	63	24	,	,	PUNCT
easat-1627	63	25	particularly	particularly	ADV
easat-1627	63	26	water	water	NOUN
easat-1627	63	27	and	and	CCONJ
easat-1627	63	28	arable	arable	ADJ
easat-1627	63	29	land	land	NOUN
easat-1627	63	30	for	for	ADP
easat-1627	63	31	food	food	NOUN
easat-1627	63	32	production	production	NOUN
easat-1627	63	33	(	(	PUNCT
easat-1627	63	34	undp	undp	PROPN
easat-1627	63	35	,	,	PUNCT
easat-1627	63	36	2023	2023	NUM
easat-1627	63	37	)	)	PUNCT
easat-1627	63	38	.	.	PUNCT
easat-1627	64	1	somalia	somalia	PROPN
easat-1627	64	2	has	have	VERB
easat-1627	64	3	a	a	DET
easat-1627	64	4	population	population	NOUN
easat-1627	64	5	mainly	mainly	ADV
easat-1627	64	6	living	live	VERB
easat-1627	64	7	in	in	ADP
easat-1627	64	8	rural	rural	ADJ
easat-1627	64	9	areas	area	NOUN
easat-1627	64	10	and	and	CCONJ
easat-1627	64	11	is	be	AUX
easat-1627	64	12	situated	situate	VERB
easat-1627	64	13	in	in	ADP
easat-1627	64	14	the	the	DET
easat-1627	64	15	horn	horn	NOUN
easat-1627	64	16	of	of	ADP
easat-1627	64	17	africa	africa	PROPN
easat-1627	64	18	.	.	PUNCT
easat-1627	65	1	the	the	DET
easat-1627	65	2	country	country	NOUN
easat-1627	65	3	's	's	PART
easat-1627	65	4	economy	economy	NOUN
easat-1627	65	5	is	be	AUX
easat-1627	65	6	centered	center	VERB
easat-1627	65	7	around	around	ADP
easat-1627	65	8	agriculture	agriculture	NOUN
easat-1627	65	9	,	,	PUNCT
easat-1627	65	10	which	which	PRON
easat-1627	65	11	makes	make	VERB
easat-1627	65	12	up	up	ADP
easat-1627	65	13	75	75	NUM
easat-1627	65	14	%	%	NOUN
easat-1627	65	15	of	of	ADP
easat-1627	65	16	the	the	DET
easat-1627	65	17	gdp	gdp	NOUN
easat-1627	65	18	,	,	PUNCT
easat-1627	65	19	and	and	CCONJ
easat-1627	65	20	this	this	DET
easat-1627	65	21	sector	sector	NOUN
easat-1627	65	22	is	be	AUX
easat-1627	65	23	also	also	ADV
easat-1627	65	24	the	the	DET
easat-1627	65	25	main	main	ADJ
easat-1627	65	26	source	source	NOUN
easat-1627	65	27	of	of	ADP
easat-1627	65	28	livelihood	livelihood	NOUN
easat-1627	65	29	for	for	ADP
easat-1627	65	30	the	the	DET
easat-1627	65	31	majority	majority	NOUN
easat-1627	65	32	of	of	ADP
easat-1627	65	33	the	the	DET
easat-1627	65	34	population	population	NOUN
easat-1627	65	35	employing	employ	VERB
easat-1627	65	36	above	above	ADP
easat-1627	65	37	45.8	45.8	NUM
easat-1627	65	38	%	%	NOUN
easat-1627	65	39	(	(	PUNCT
easat-1627	65	40	world	world	PROPN
easat-1627	65	41	bank	bank	PROPN
easat-1627	65	42	&	&	CCONJ
easat-1627	65	43	fao	fao	PROPN
easat-1627	65	44	,	,	PUNCT
easat-1627	65	45	2018	2018	NUM
easat-1627	65	46	)	)	PUNCT
easat-1627	65	47	.	.	PUNCT
easat-1627	66	1	the	the	DET
easat-1627	66	2	availability	availability	NOUN
easat-1627	66	3	of	of	ADP
easat-1627	66	4	staple	staple	NOUN
easat-1627	66	5	crops	crop	NOUN
easat-1627	66	6	is	be	AUX
easat-1627	66	7	being	be	AUX
easat-1627	66	8	severely	severely	ADV
easat-1627	66	9	impacted	impact	VERB
easat-1627	66	10	due	due	ADP
easat-1627	66	11	to	to	ADP
easat-1627	66	12	a	a	DET
easat-1627	66	13	significant	significant	ADJ
easat-1627	66	14	decline	decline	NOUN
easat-1627	66	15	in	in	ADP
easat-1627	66	16	crop	crop	NOUN
easat-1627	66	17	yields	yield	NOUN
easat-1627	66	18	,	,	PUNCT
easat-1627	66	19	exceeding	exceed	VERB
easat-1627	66	20	40	40	NUM
easat-1627	66	21	-	-	SYM
easat-1627	66	22	60	60	NUM
easat-1627	66	23	percent	percent	NOUN
easat-1627	66	24	of	of	ADP
easat-1627	66	25	the	the	DET
easat-1627	66	26	long	long	ADJ
easat-1627	66	27	-	-	PUNCT
easat-1627	66	28	term	term	NOUN
easat-1627	66	29	average	average	NOUN
easat-1627	66	30	,	,	PUNCT
easat-1627	66	31	affecting	affect	VERB
easat-1627	66	32	both	both	CCONJ
easat-1627	66	33	irrigated	irrigated	ADJ
easat-1627	66	34	and	and	CCONJ
easat-1627	66	35	rainfed	rainfed	ADJ
easat-1627	66	36	crops	crop	NOUN
easat-1627	66	37	(	(	PUNCT
easat-1627	66	38	imf	imf	PROPN
easat-1627	66	39	,	,	PUNCT
easat-1627	66	40	2022	2022	NUM
easat-1627	66	41	)	)	PUNCT
easat-1627	66	42	.	.	PUNCT
easat-1627	67	1	furthermore	furthermore	ADV
easat-1627	67	2	,	,	PUNCT
easat-1627	67	3	in	in	ADP
easat-1627	67	4	the	the	DET
easat-1627	67	5	past	past	ADJ
easat-1627	67	6	few	few	ADJ
easat-1627	67	7	years	year	NOUN
easat-1627	67	8	,	,	PUNCT
easat-1627	67	9	fluctuations	fluctuation	NOUN
easat-1627	67	10	in	in	ADP
easat-1627	67	11	climate	climate	NOUN
easat-1627	67	12	patterns	pattern	NOUN
easat-1627	67	13	have	have	AUX
easat-1627	67	14	had	have	VERB
easat-1627	67	15	a	a	DET
easat-1627	67	16	detrimental	detrimental	ADJ
easat-1627	67	17	impact	impact	NOUN
easat-1627	67	18	on	on	ADP
easat-1627	67	19	agricultural	agricultural	ADJ
easat-1627	67	20	output	output	NOUN
easat-1627	67	21	in	in	ADP
easat-1627	67	22	various	various	ADJ
easat-1627	67	23	regions	region	NOUN
easat-1627	67	24	of	of	ADP
easat-1627	67	25	the	the	DET
easat-1627	67	26	country	country	NOUN
easat-1627	67	27	.	.	PUNCT
easat-1627	68	1	this	this	PRON
easat-1627	68	2	has	have	AUX
easat-1627	68	3	resulted	result	VERB
easat-1627	68	4	in	in	ADP
easat-1627	68	5	recurrent	recurrent	ADJ
easat-1627	68	6	crop	crop	NOUN
easat-1627	68	7	failures	failure	NOUN
easat-1627	68	8	and	and	CCONJ
easat-1627	68	9	reduced	reduce	VERB
easat-1627	68	10	yields	yield	NOUN
easat-1627	68	11	,	,	PUNCT
easat-1627	68	12	as	as	ADP
easat-1627	68	13	a	a	DET
easat-1627	68	14	consequence	consequence	NOUN
easat-1627	68	15	of	of	ADP
easat-1627	68	16	consecutive	consecutive	ADJ
easat-1627	68	17	instances	instance	NOUN
easat-1627	68	18	of	of	ADP
easat-1627	68	19	inadequate	inadequate	ADJ
easat-1627	68	20	rainfall	rainfall	NOUN
easat-1627	68	21	followed	follow	VERB
easat-1627	68	22	by	by	ADP
easat-1627	68	23	destructive	destructive	ADJ
easat-1627	68	24	floods	flood	NOUN
easat-1627	68	25	that	that	PRON
easat-1627	68	26	have	have	AUX
easat-1627	68	27	wreaked	wreak	VERB
easat-1627	68	28	havoc	havoc	NOUN
easat-1627	68	29	on	on	ADP
easat-1627	68	30	crops	crop	NOUN
easat-1627	68	31	.	.	PUNCT
easat-1627	69	1	as	as	ADP
easat-1627	69	2	a	a	DET
easat-1627	69	3	result	result	NOUN
easat-1627	69	4	,	,	PUNCT
easat-1627	69	5	there	there	PRON
easat-1627	69	6	has	have	AUX
easat-1627	69	7	been	be	AUX
easat-1627	69	8	a	a	DET
easat-1627	69	9	significant	significant	ADJ
easat-1627	69	10	decline	decline	NOUN
easat-1627	69	11	in	in	ADP
easat-1627	69	12	both	both	PRON
easat-1627	69	13	crop	crop	NOUN
easat-1627	69	14	and	and	CCONJ
easat-1627	69	15	livestock	livestock	NOUN
easat-1627	69	16	production	production	NOUN
easat-1627	69	17	.	.	PUNCT
easat-1627	70	1	previous	previous	ADJ
easat-1627	70	2	research	research	NOUN
easat-1627	70	3	demonstrates	demonstrate	VERB
easat-1627	70	4	that	that	SCONJ
easat-1627	70	5	climate	climate	NOUN
easat-1627	70	6	change	change	NOUN
easat-1627	70	7	is	be	AUX
easat-1627	70	8	causing	cause	VERB
easat-1627	70	9	a	a	DET
easat-1627	70	10	rise	rise	NOUN
easat-1627	70	11	in	in	ADP
easat-1627	70	12	temperature	temperature	NOUN
easat-1627	70	13	while	while	SCONJ
easat-1627	70	14	also	also	ADV
easat-1627	70	15	having	have	VERB
easat-1627	70	16	negative	negative	ADJ
easat-1627	70	17	impacts	impact	NOUN
easat-1627	70	18	on	on	ADP
easat-1627	70	19	rice	rice	NOUN
easat-1627	70	20	crops	crop	NOUN
easat-1627	70	21	,	,	PUNCT
easat-1627	70	22	it	it	PRON
easat-1627	70	23	will	will	AUX
easat-1627	70	24	eventually	eventually	ADV
easat-1627	70	25	result	result	VERB
easat-1627	70	26	in	in	ADP
easat-1627	70	27	lower	low	ADJ
easat-1627	70	28	crop	crop	NOUN
easat-1627	70	29	quality	quality	NOUN
easat-1627	70	30	and	and	CCONJ
easat-1627	70	31	output	output	NOUN
easat-1627	70	32	.	.	PUNCT
easat-1627	71	1	(	(	PUNCT
easat-1627	71	2	joyo	joyo	PROPN
easat-1627	71	3	,	,	PUNCT
easat-1627	71	4	et	et	PROPN
easat-1627	71	5	al	al	PROPN
easat-1627	71	6	.	.	PROPN
easat-1627	71	7	,	,	PUNCT
easat-1627	71	8	2018	2018	NUM
easat-1627	71	9	)	)	PUNCT
easat-1627	71	10	.	.	PUNCT
easat-1627	72	1	climate	climate	NOUN
easat-1627	72	2	change	change	NOUN
easat-1627	72	3	threatens	threaten	VERB
easat-1627	72	4	global	global	ADJ
easat-1627	72	5	agricultural	agricultural	ADJ
easat-1627	72	6	productivity	productivity	NOUN
easat-1627	72	7	and	and	CCONJ
easat-1627	72	8	food	food	NOUN
easat-1627	72	9	security	security	NOUN
easat-1627	72	10	(	(	PUNCT
easat-1627	72	11	abbas	abbas	PROPN
easat-1627	72	12	,	,	PUNCT
easat-1627	72	13	2021	2021	NUM
easat-1627	72	14	)	)	PUNCT
easat-1627	72	15	.	.	PUNCT
easat-1627	73	1	ideally	ideally	ADV
easat-1627	73	2	,	,	PUNCT
easat-1627	73	3	comprehensive	comprehensive	ADJ
easat-1627	73	4	studies	study	NOUN
easat-1627	73	5	investigating	investigate	VERB
easat-1627	73	6	the	the	DET
easat-1627	73	7	influence	influence	NOUN
easat-1627	73	8	of	of	ADP
easat-1627	73	9	climate	climate	NOUN
easat-1627	73	10	change	change	NOUN
easat-1627	73	11	on	on	ADP
easat-1627	73	12	crop	crop	NOUN
easat-1627	73	13	production	production	NOUN
easat-1627	73	14	in	in	ADP
easat-1627	73	15	somalia	somalia	PROPN
easat-1627	73	16	would	would	AUX
easat-1627	73	17	provide	provide	VERB
easat-1627	73	18	empirical	empirical	ADJ
easat-1627	73	19	evidence	evidence	NOUN
easat-1627	73	20	supported	support	VERB
easat-1627	73	21	by	by	ADP
easat-1627	73	22	up	up	ADP
easat-1627	73	23	-	-	PUNCT
easat-1627	73	24	to	to	ADP
easat-1627	73	25	-	-	PUNCT
easat-1627	73	26	date	date	NOUN
easat-1627	73	27	data	datum	NOUN
easat-1627	73	28	and	and	CCONJ
easat-1627	73	29	sophisticated	sophisticated	ADJ
easat-1627	73	30	methodologies	methodology	NOUN
easat-1627	73	31	.	.	PUNCT
easat-1627	74	1	such	such	ADJ
easat-1627	74	2	studies	study	NOUN
easat-1627	74	3	would	would	AUX
easat-1627	74	4	not	not	PART
easat-1627	74	5	only	only	ADV
easat-1627	74	6	address	address	VERB
easat-1627	74	7	the	the	DET
easat-1627	74	8	unique	unique	ADJ
easat-1627	74	9	challenges	challenge	NOUN
easat-1627	74	10	faced	face	VERB
easat-1627	74	11	by	by	ADP
easat-1627	74	12	somalia	somalia	PROPN
easat-1627	74	13	's	's	PART
easat-1627	74	14	agricultural	agricultural	ADJ
easat-1627	74	15	sector	sector	NOUN
easat-1627	74	16	but	but	CCONJ
easat-1627	74	17	also	also	ADV
easat-1627	74	18	offer	offer	VERB
easat-1627	74	19	practical	practical	ADJ
easat-1627	74	20	policy	policy	NOUN
easat-1627	74	21	recommendations	recommendation	NOUN
easat-1627	74	22	to	to	PART
easat-1627	74	23	mitigate	mitigate	VERB
easat-1627	74	24	the	the	DET
easat-1627	74	25	adverse	adverse	ADJ
easat-1627	74	26	effects	effect	NOUN
easat-1627	74	27	of	of	ADP
easat-1627	74	28	climate	climate	NOUN
easat-1627	74	29	change	change	NOUN
easat-1627	74	30	and	and	CCONJ
easat-1627	74	31	enhance	enhance	VERB
easat-1627	74	32	agricultural	agricultural	ADJ
easat-1627	74	33	productivity	productivity	NOUN
easat-1627	74	34	.	.	PUNCT
easat-1627	75	1	however	however	ADV
easat-1627	75	2	,	,	PUNCT
easat-1627	75	3	the	the	DET
easat-1627	75	4	existing	exist	VERB
easat-1627	75	5	literature	literature	NOUN
easat-1627	75	6	lacks	lack	VERB
easat-1627	75	7	comprehensive	comprehensive	ADJ
easat-1627	75	8	and	and	CCONJ
easat-1627	75	9	up	up	ADP
easat-1627	75	10	-	-	PUNCT
easat-1627	75	11	to	to	ADP
easat-1627	75	12	-	-	PUNCT
easat-1627	75	13	date	date	NOUN
easat-1627	75	14	data	datum	NOUN
easat-1627	75	15	specifically	specifically	ADV
easat-1627	75	16	focused	focus	VERB
easat-1627	75	17	on	on	ADP
easat-1627	75	18	somalia	somalia	PROPN
easat-1627	75	19	,	,	PUNCT
easat-1627	75	20	leaving	leave	VERB
easat-1627	75	21	a	a	DET
easat-1627	75	22	significant	significant	ADJ
easat-1627	75	23	research	research	NOUN
easat-1627	75	24	gap	gap	NOUN
easat-1627	75	25	regarding	regard	VERB
easat-1627	75	26	the	the	DET
easat-1627	75	27	specific	specific	ADJ
easat-1627	75	28	effects	effect	NOUN
easat-1627	75	29	of	of	ADP
easat-1627	75	30	climate	climate	NOUN
easat-1627	75	31	change	change	NOUN
easat-1627	75	32	on	on	ADP
easat-1627	75	33	crop	crop	NOUN
easat-1627	75	34	production	production	NOUN
easat-1627	75	35	in	in	ADP
easat-1627	75	36	the	the	DET
easat-1627	75	37	country	country	NOUN
easat-1627	75	38	.	.	PUNCT
easat-1627	76	1	while	while	SCONJ
easat-1627	76	2	some	some	DET
easat-1627	76	3	studies	study	NOUN
easat-1627	76	4	have	have	AUX
easat-1627	76	5	examined	examine	VERB
easat-1627	76	6	the	the	DET
easat-1627	76	7	climate	climate	NOUN
easat-1627	76	8	-	-	PUNCT
easat-1627	76	9	crop	crop	NOUN
easat-1627	76	10	nexus	nexus	NOUN
easat-1627	76	11	in	in	ADP
easat-1627	76	12	somalia	somalia	PROPN
easat-1627	76	13	,	,	PUNCT
easat-1627	76	14	they	they	PRON
easat-1627	76	15	often	often	ADV
easat-1627	76	16	overlook	overlook	VERB
easat-1627	76	17	critical	critical	ADJ
easat-1627	76	18	factors	factor	NOUN
easat-1627	76	19	such	such	ADJ
easat-1627	76	20	as	as	ADP
easat-1627	76	21	land	land	NOUN
easat-1627	76	22	use	use	NOUN
easat-1627	76	23	,	,	PUNCT
easat-1627	76	24	foreign	foreign	ADJ
easat-1627	76	25	direct	direct	ADJ
easat-1627	76	26	investment	investment	NOUN
easat-1627	76	27	,	,	PUNCT
easat-1627	76	28	and	and	CCONJ
easat-1627	76	29	the	the	DET
easat-1627	76	30	labor	labor	NOUN
easat-1627	76	31	force	force	NOUN
easat-1627	76	32	.	.	PUNCT
easat-1627	77	1	furthermore	furthermore	ADV
easat-1627	77	2	,	,	PUNCT
easat-1627	77	3	existing	exist	VERB
easat-1627	77	4	research	research	NOUN
easat-1627	77	5	primarily	primarily	ADV
easat-1627	77	6	concentrates	concentrate	VERB
easat-1627	77	7	on	on	ADP
easat-1627	77	8	other	other	ADJ
easat-1627	77	9	regions	region	NOUN
easat-1627	77	10	,	,	PUNCT
easat-1627	77	11	neglecting	neglecting	PROPN
easat-1627	77	12	somalia	somalia	PROPN
easat-1627	77	13	's	's	PART
easat-1627	77	14	distinct	distinct	ADJ
easat-1627	77	15	agricultural	agricultural	ADJ
easat-1627	77	16	landscape	landscape	NOUN
easat-1627	77	17	and	and	CCONJ
easat-1627	77	18	challenges	challenge	NOUN
easat-1627	77	19	.	.	PUNCT
easat-1627	78	1	this	this	DET
easat-1627	78	2	lack	lack	NOUN
easat-1627	78	3	of	of	ADP
easat-1627	78	4	comprehensive	comprehensive	ADJ
easat-1627	78	5	research	research	NOUN
easat-1627	78	6	and	and	CCONJ
easat-1627	78	7	policy	policy	NOUN
easat-1627	78	8	recommendations	recommendation	NOUN
easat-1627	78	9	poses	pose	VERB
easat-1627	78	10	significant	significant	ADJ
easat-1627	78	11	challenges	challenge	NOUN
easat-1627	78	12	for	for	ADP
easat-1627	78	13	somalia	somalia	PROPN
easat-1627	78	14	's	's	PART
easat-1627	78	15	agricultural	agricultural	ADJ
easat-1627	78	16	sector	sector	NOUN
easat-1627	78	17	,	,	PUNCT
easat-1627	78	18	which	which	PRON
easat-1627	78	19	serves	serve	VERB
easat-1627	78	20	as	as	ADP
easat-1627	78	21	the	the	DET
easat-1627	78	22	main	main	ADJ
easat-1627	78	23	source	source	NOUN
easat-1627	78	24	of	of	ADP
easat-1627	78	25	employment	employment	NOUN
easat-1627	78	26	and	and	CCONJ
easat-1627	78	27	income	income	NOUN
easat-1627	78	28	for	for	ADP
easat-1627	78	29	the	the	DET
easat-1627	78	30	majority	majority	NOUN
easat-1627	78	31	of	of	ADP
easat-1627	78	32	the	the	DET
easat-1627	78	33	rural	rural	ADJ
easat-1627	78	34	population	population	NOUN
easat-1627	78	35	.	.	PUNCT
easat-1627	79	1	without	without	ADP
easat-1627	79	2	tailored	tailor	VERB
easat-1627	79	3	solutions	solution	NOUN
easat-1627	79	4	addressing	address	VERB
easat-1627	79	5	the	the	DET
easat-1627	79	6	influence	influence	NOUN
easat-1627	79	7	of	of	ADP
easat-1627	79	8	climate	climate	NOUN
easat-1627	79	9	change	change	NOUN
easat-1627	79	10	on	on	ADP
easat-1627	79	11	crop	crop	NOUN
easat-1627	79	12	production	production	NOUN
easat-1627	79	13	,	,	PUNCT
easat-1627	79	14	somalia	somalia	PROPN
easat-1627	79	15	faces	face	VERB
easat-1627	79	16	heightened	heighten	VERB
easat-1627	79	17	risks	risk	NOUN
easat-1627	79	18	of	of	ADP
easat-1627	79	19	food	food	NOUN
easat-1627	79	20	insecurity	insecurity	NOUN
easat-1627	79	21	,	,	PUNCT
easat-1627	79	22	poverty	poverty	NOUN
easat-1627	79	23	,	,	PUNCT
easat-1627	79	24	and	and	CCONJ
easat-1627	79	25	socio	socio	NOUN
easat-1627	79	26	-	-	PUNCT
easat-1627	79	27	economic	economic	ADJ
easat-1627	79	28	instability	instability	NOUN
easat-1627	79	29	.	.	PUNCT
easat-1627	80	1	additionally	additionally	ADV
easat-1627	80	2	,	,	PUNCT
easat-1627	80	3	the	the	DET
easat-1627	80	4	absence	absence	NOUN
easat-1627	80	5	of	of	ADP
easat-1627	80	6	effective	effective	ADJ
easat-1627	80	7	policies	policy	NOUN
easat-1627	80	8	exacerbates	exacerbate	VERB
easat-1627	80	9	the	the	DET
easat-1627	80	10	vulnerability	vulnerability	NOUN
easat-1627	80	11	of	of	ADP
easat-1627	80	12	somalia	somalia	PROPN
easat-1627	80	13	's	's	PART
easat-1627	80	14	agricultural	agricultural	ADJ
easat-1627	80	15	sector	sector	NOUN
easat-1627	80	16	to	to	ADP
easat-1627	80	17	climate	climate	NOUN
easat-1627	80	18	-	-	PUNCT
easat-1627	80	19	related	relate	VERB
easat-1627	80	20	shocks	shock	NOUN
easat-1627	80	21	,	,	PUNCT
easat-1627	80	22	hindering	hinder	VERB
easat-1627	80	23	its	its	PRON
easat-1627	80	24	potential	potential	NOUN
easat-1627	80	25	for	for	ADP
easat-1627	80	26	growth	growth	NOUN
easat-1627	80	27	and	and	CCONJ
easat-1627	80	28	development	development	NOUN
easat-1627	80	29	.	.	PUNCT
easat-1627	81	1	this	this	DET
easat-1627	81	2	study	study	NOUN
easat-1627	81	3	aims	aim	VERB
easat-1627	81	4	to	to	PART
easat-1627	81	5	bridge	bridge	VERB
easat-1627	81	6	the	the	DET
easat-1627	81	7	identified	identify	VERB
easat-1627	81	8	research	research	NOUN
easat-1627	81	9	gaps	gap	NOUN
easat-1627	81	10	by	by	ADP
easat-1627	81	11	conducting	conduct	VERB
easat-1627	81	12	a	a	DET
easat-1627	81	13	thorough	thorough	ADJ
easat-1627	81	14	investigation	investigation	NOUN
easat-1627	81	15	into	into	ADP
easat-1627	81	16	the	the	DET
easat-1627	81	17	influence	influence	NOUN
easat-1627	81	18	of	of	ADP
easat-1627	81	19	climate	climate	NOUN
easat-1627	81	20	change	change	NOUN
easat-1627	81	21	factors	factor	NOUN
easat-1627	81	22	on	on	ADP
easat-1627	81	23	crop	crop	NOUN
easat-1627	81	24	production	production	NOUN
easat-1627	81	25	in	in	ADP
easat-1627	81	26	somalia	somalia	PROPN
easat-1627	81	27	between	between	ADP
easat-1627	81	28	1990	1990	NUM
easat-1627	81	29	and	and	CCONJ
easat-1627	81	30	2022	2022	NUM
easat-1627	81	31	.	.	PUNCT
easat-1627	82	1	utilizing	utilize	VERB
easat-1627	82	2	data	datum	NOUN
easat-1627	82	3	from	from	ADP
easat-1627	82	4	reputable	reputable	ADJ
easat-1627	82	5	sources	source	NOUN
easat-1627	82	6	such	such	ADJ
easat-1627	82	7	as	as	ADP
easat-1627	82	8	the	the	DET
easat-1627	82	9	world	world	PROPN
easat-1627	82	10	bank	bank	PROPN
easat-1627	82	11	and	and	CCONJ
easat-1627	82	12	faostat	faostat	PROPN
easat-1627	82	13	,	,	PUNCT
easat-1627	82	14	this	this	DET
easat-1627	82	15	research	research	NOUN
easat-1627	82	16	employs	employ	VERB
easat-1627	82	17	sophisticated	sophisticated	ADJ
easat-1627	82	18	econometric	econometric	ADJ
easat-1627	82	19	models	model	NOUN
easat-1627	82	20	and	and	CCONJ
easat-1627	82	21	methodologies	methodology	NOUN
easat-1627	82	22	to	to	PART
easat-1627	82	23	analyze	analyze	VERB
easat-1627	82	24	the	the	DET
easat-1627	82	25	complex	complex	ADJ
easat-1627	82	26	interactions	interaction	NOUN
easat-1627	82	27	between	between	ADP
easat-1627	82	28	climate	climate	NOUN
easat-1627	82	29	change	change	NOUN
easat-1627	82	30	variables	variable	NOUN
easat-1627	82	31	and	and	CCONJ
easat-1627	82	32	crop	crop	NOUN
easat-1627	82	33	production	production	NOUN
easat-1627	82	34	.	.	PUNCT
easat-1627	83	1	by	by	ADP
easat-1627	83	2	providing	provide	VERB
easat-1627	83	3	empirical	empirical	ADJ
easat-1627	83	4	data	datum	NOUN
easat-1627	83	5	and	and	CCONJ
easat-1627	83	6	comprehensive	comprehensive	ADJ
easat-1627	83	7	analysis	analysis	NOUN
easat-1627	83	8	of	of	ADP
easat-1627	83	9	multiple	multiple	ADJ
easat-1627	83	10	factors	factor	NOUN
easat-1627	83	11	such	such	ADJ
easat-1627	83	12	as	as	ADP
easat-1627	83	13	land	land	NOUN
easat-1627	83	14	use	use	NOUN
easat-1627	83	15	,	,	PUNCT
easat-1627	83	16	foreign	foreign	ADJ
easat-1627	83	17	direct	direct	ADJ
easat-1627	83	18	investment	investment	NOUN
easat-1627	83	19	,	,	PUNCT
easat-1627	83	20	and	and	CCONJ
easat-1627	83	21	labor	labor	NOUN
easat-1627	83	22	force	force	NOUN
easat-1627	83	23	in	in	ADP
easat-1627	83	24	addition	addition	NOUN
easat-1627	83	25	to	to	ADP
easat-1627	83	26	climate	climate	NOUN
easat-1627	83	27	variables	variable	NOUN
easat-1627	83	28	this	this	DET
easat-1627	83	29	study	study	NOUN
easat-1627	83	30	seeks	seek	VERB
easat-1627	83	31	to	to	PART
easat-1627	83	32	offer	offer	VERB
easat-1627	83	33	practical	practical	ADJ
easat-1627	83	34	policy	policy	NOUN
easat-1627	83	35	recommendations	recommendation	NOUN
easat-1627	83	36	tailored	tailor	VERB
easat-1627	83	37	to	to	ADP
easat-1627	83	38	somalia	somalia	PROPN
easat-1627	83	39	's	's	PART
easat-1627	83	40	agricultural	agricultural	ADJ
easat-1627	83	41	sector	sector	NOUN
easat-1627	83	42	,	,	PUNCT
easat-1627	83	43	thereby	thereby	ADV
easat-1627	83	44	contributing	contribute	VERB
easat-1627	83	45	to	to	PART
easat-1627	83	46	enhanced	enhance	VERB
easat-1627	83	47	agricultural	agricultural	ADJ
easat-1627	83	48	productivity	productivity	NOUN
easat-1627	83	49	,	,	PUNCT
easat-1627	83	50	food	food	NOUN
easat-1627	83	51	security	security	NOUN
easat-1627	83	52	,	,	PUNCT
easat-1627	83	53	and	and	CCONJ
easat-1627	83	54	socio	socio	NOUN
easat-1627	83	55	-	-	PUNCT
easat-1627	83	56	economic	economic	ADJ
easat-1627	83	57	development	development	NOUN
easat-1627	83	58	in	in	ADP
easat-1627	83	59	the	the	DET
easat-1627	83	60	face	face	NOUN
easat-1627	83	61	of	of	ADP
easat-1627	83	62	climate	climate	NOUN
easat-1627	83	63	change	change	NOUN
easat-1627	83	64	.	.	PUNCT
easat-1627	84	1	2	2	X
easat-1627	84	2	.	.	X
easat-1627	84	3	literature	literature	PROPN
easat-1627	84	4	review	review	PROPN
easat-1627	84	5	1431	1431	NUM
easat-1627	84	6	edelweiss	edelweiss	PROPN
easat-1627	84	7	applied	apply	VERB
easat-1627	84	8	science	science	NOUN
easat-1627	84	9	and	and	CCONJ
easat-1627	84	10	technology	technology	NOUN
easat-1627	84	11	issn	issn	PROPN
easat-1627	84	12	:	:	PUNCT
easat-1627	84	13	2576	2576	NUM
easat-1627	84	14	-	-	SYM
easat-1627	84	15	8484	8484	NUM
easat-1627	84	16	vol	vol	NOUN
easat-1627	84	17	.	.	PROPN
easat-1627	84	18	8	8	NUM
easat-1627	84	19	,	,	PUNCT
easat-1627	84	20	no	no	INTJ
easat-1627	84	21	.	.	NOUN
easat-1627	84	22	4	4	NUM
easat-1627	84	23	:	:	SYM
easat-1627	84	24	1428	1428	NUM
easat-1627	84	25	-	-	SYM
easat-1627	84	26	1447	1447	NUM
easat-1627	84	27	,	,	PUNCT
easat-1627	84	28	2024	2024	NUM
easat-1627	84	29	doi	doi	NOUN
easat-1627	84	30	:	:	PUNCT
easat-1627	84	31	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	84	32	©	©	NOUN
easat-1627	84	33	2024	2024	NUM
easat-1627	84	34	by	by	ADP
easat-1627	84	35	the	the	DET
easat-1627	84	36	author	author	NOUN
easat-1627	84	37	;	;	PUNCT
easat-1627	84	38	licensee	licensee	PROPN
easat-1627	84	39	learning	learning	NOUN
easat-1627	84	40	gate	gate	NOUN
easat-1627	84	41	over	over	ADP
easat-1627	84	42	the	the	DET
easat-1627	84	43	past	past	ADJ
easat-1627	84	44	recent	recent	ADJ
easat-1627	84	45	decades	decade	NOUN
easat-1627	84	46	,	,	PUNCT
easat-1627	84	47	climate	climate	NOUN
easat-1627	84	48	change	change	NOUN
easat-1627	84	49	has	have	AUX
easat-1627	84	50	had	have	VERB
easat-1627	84	51	an	an	DET
easat-1627	84	52	adverse	adverse	ADJ
easat-1627	84	53	effect	effect	NOUN
easat-1627	84	54	on	on	ADP
easat-1627	84	55	crop	crop	NOUN
easat-1627	84	56	productivity	productivity	NOUN
easat-1627	84	57	globally	globally	ADV
easat-1627	84	58	due	due	ADP
easat-1627	84	59	to	to	ADP
easat-1627	84	60	alterations	alteration	NOUN
easat-1627	84	61	in	in	ADP
easat-1627	84	62	temperature	temperature	NOUN
easat-1627	84	63	,	,	PUNCT
easat-1627	84	64	the	the	DET
easat-1627	84	65	occurrence	occurrence	NOUN
easat-1627	84	66	of	of	ADP
easat-1627	84	67	severe	severe	ADJ
easat-1627	84	68	weather	weather	NOUN
easat-1627	84	69	events	event	NOUN
easat-1627	84	70	,	,	PUNCT
easat-1627	84	71	precipitation	precipitation	NOUN
easat-1627	84	72	patterns	pattern	NOUN
easat-1627	84	73	,	,	PUNCT
easat-1627	84	74	pests	pest	NOUN
easat-1627	84	75	,	,	PUNCT
easat-1627	84	76	and	and	CCONJ
easat-1627	84	77	diseases	disease	NOUN
easat-1627	84	78	.	.	PUNCT
easat-1627	85	1	the	the	DET
easat-1627	85	2	rise	rise	NOUN
easat-1627	85	3	in	in	ADP
easat-1627	85	4	temperature	temperature	NOUN
easat-1627	85	5	results	result	NOUN
easat-1627	85	6	in	in	ADP
easat-1627	85	7	heat	heat	NOUN
easat-1627	85	8	stress	stress	NOUN
easat-1627	85	9	and	and	CCONJ
easat-1627	85	10	impacts	impact	VERB
easat-1627	85	11	the	the	DET
easat-1627	85	12	development	development	NOUN
easat-1627	85	13	of	of	ADP
easat-1627	85	14	plants	plant	NOUN
easat-1627	85	15	,	,	PUNCT
easat-1627	85	16	while	while	SCONJ
easat-1627	85	17	changes	change	NOUN
easat-1627	85	18	in	in	ADP
easat-1627	85	19	precipitation	precipitation	NOUN
easat-1627	85	20	can	can	AUX
easat-1627	85	21	lead	lead	VERB
easat-1627	85	22	to	to	ADP
easat-1627	85	23	water	water	NOUN
easat-1627	85	24	stress	stress	NOUN
easat-1627	85	25	and	and	CCONJ
easat-1627	85	26	crop	crop	NOUN
easat-1627	85	27	damage	damage	NOUN
easat-1627	85	28	.	.	PUNCT
easat-1627	86	1	numerous	numerous	ADJ
easat-1627	86	2	studies	study	NOUN
easat-1627	86	3	have	have	AUX
easat-1627	86	4	utilized	utilize	VERB
easat-1627	86	5	econometric	econometric	ADJ
easat-1627	86	6	models	model	NOUN
easat-1627	86	7	,	,	PUNCT
easat-1627	86	8	the	the	DET
easat-1627	86	9	ricardian	ricardian	ADJ
easat-1627	86	10	model	model	NOUN
easat-1627	86	11	,	,	PUNCT
easat-1627	86	12	crop	crop	NOUN
easat-1627	86	13	simulations	simulation	NOUN
easat-1627	86	14	,	,	PUNCT
easat-1627	86	15	and	and	CCONJ
easat-1627	86	16	other	other	ADJ
easat-1627	86	17	methods	method	NOUN
easat-1627	86	18	to	to	PART
easat-1627	86	19	evaluate	evaluate	VERB
easat-1627	86	20	the	the	DET
easat-1627	86	21	influence	influence	NOUN
easat-1627	86	22	that	that	PRON
easat-1627	86	23	climate	climate	NOUN
easat-1627	86	24	change	change	NOUN
easat-1627	86	25	will	will	AUX
easat-1627	86	26	have	have	VERB
easat-1627	86	27	on	on	ADP
easat-1627	86	28	agriculture	agriculture	NOUN
easat-1627	86	29	and	and	CCONJ
easat-1627	86	30	food	food	NOUN
easat-1627	86	31	security	security	NOUN
easat-1627	86	32	.	.	PUNCT
easat-1627	87	1	in	in	ADP
easat-1627	87	2	general	general	ADJ
easat-1627	87	3	,	,	PUNCT
easat-1627	87	4	the	the	DET
easat-1627	87	5	impact	impact	NOUN
easat-1627	87	6	of	of	ADP
easat-1627	87	7	climate	climate	NOUN
easat-1627	87	8	change	change	NOUN
easat-1627	87	9	will	will	AUX
easat-1627	87	10	be	be	AUX
easat-1627	87	11	quite	quite	ADV
easat-1627	87	12	significant	significant	ADJ
easat-1627	87	13	.	.	PUNCT
easat-1627	88	1	in	in	ADP
easat-1627	88	2	pakistan	pakistan	PROPN
easat-1627	88	3	,	,	PUNCT
easat-1627	88	4	chandio	chandio	NOUN
easat-1627	88	5	,	,	PUNCT
easat-1627	88	6	et	et	PROPN
easat-1627	88	7	al	al	PROPN
easat-1627	88	8	.	.	PROPN
easat-1627	88	9	,	,	PUNCT
easat-1627	88	10	(	(	PUNCT
easat-1627	88	11	2020	2020	NUM
easat-1627	88	12	)	)	PUNCT
easat-1627	88	13	examined	examine	VERB
easat-1627	88	14	co2	co2	NOUN
easat-1627	88	15	emissions	emission	NOUN
easat-1627	88	16	,	,	PUNCT
easat-1627	88	17	rice	rice	NOUN
easat-1627	88	18	output	output	NOUN
easat-1627	88	19	,	,	PUNCT
easat-1627	88	20	planted	plant	VERB
easat-1627	88	21	area	area	NOUN
easat-1627	88	22	,	,	PUNCT
easat-1627	88	23	average	average	ADJ
easat-1627	88	24	temperature	temperature	NOUN
easat-1627	88	25	,	,	PUNCT
easat-1627	88	26	and	and	CCONJ
easat-1627	88	27	fertilizer	fertilizer	NOUN
easat-1627	88	28	usage	usage	NOUN
easat-1627	88	29	.	.	PUNCT
easat-1627	89	1	in	in	ADP
easat-1627	89	2	order	order	NOUN
easat-1627	89	3	to	to	PART
easat-1627	89	4	strengthen	strengthen	VERB
easat-1627	89	5	the	the	DET
easat-1627	89	6	empirical	empirical	ADJ
easat-1627	89	7	results	result	NOUN
easat-1627	89	8	,	,	PUNCT
easat-1627	89	9	the	the	DET
easat-1627	89	10	paper	paper	NOUN
easat-1627	89	11	makes	make	VERB
easat-1627	89	12	use	use	NOUN
easat-1627	89	13	of	of	ADP
easat-1627	89	14	yearly	yearly	ADJ
easat-1627	89	15	time	time	NOUN
easat-1627	89	16	series	series	PROPN
easat-1627	89	17	data	datum	NOUN
easat-1627	89	18	spanning	span	VERB
easat-1627	89	19	between	between	ADP
easat-1627	89	20	1968	1968	NUM
easat-1627	89	21	to	to	ADP
easat-1627	89	22	2014	2014	NUM
easat-1627	89	23	.	.	PUNCT
easat-1627	90	1	the	the	DET
easat-1627	90	2	impacts	impact	NOUN
easat-1627	90	3	of	of	ADP
easat-1627	90	4	climate	climate	NOUN
easat-1627	90	5	change	change	NOUN
easat-1627	90	6	on	on	ADP
easat-1627	90	7	rice	rice	NOUN
easat-1627	90	8	production	production	NOUN
easat-1627	90	9	are	be	AUX
easat-1627	90	10	investigated	investigate	VERB
easat-1627	90	11	using	use	VERB
easat-1627	90	12	cointegration	cointegration	NOUN
easat-1627	90	13	analysis	analysis	NOUN
easat-1627	90	14	with	with	ADP
easat-1627	90	15	the	the	DET
easat-1627	90	16	auto	auto	NOUN
easat-1627	90	17	-	-	PUNCT
easat-1627	90	18	regressive	regressive	ADJ
easat-1627	90	19	distributed	distribute	VERB
easat-1627	90	20	lag	lag	NOUN
easat-1627	90	21	(	(	PUNCT
easat-1627	90	22	ardl	ardl	NOUN
easat-1627	90	23	)	)	PUNCT
easat-1627	90	24	bounds	bound	NOUN
easat-1627	90	25	test	test	NOUN
easat-1627	90	26	.	.	PUNCT
easat-1627	91	1	additionally	additionally	ADV
easat-1627	91	2	,	,	PUNCT
easat-1627	91	3	the	the	DET
easat-1627	91	4	canonical	canonical	ADJ
easat-1627	91	5	cointegrating	cointegrate	VERB
easat-1627	91	6	regression	regression	NOUN
easat-1627	91	7	(	(	PUNCT
easat-1627	91	8	ccr	ccr	PROPN
easat-1627	91	9	)	)	PUNCT
easat-1627	91	10	and	and	CCONJ
easat-1627	91	11	fully	fully	ADV
easat-1627	91	12	modified	modify	VERB
easat-1627	91	13	ordinary	ordinary	ADJ
easat-1627	91	14	least	least	ADJ
easat-1627	91	15	squares	square	NOUN
easat-1627	91	16	(	(	PUNCT
easat-1627	91	17	fmols	fmol	NOUN
easat-1627	91	18	)	)	PUNCT
easat-1627	91	19	techniques	technique	NOUN
easat-1627	91	20	are	be	AUX
easat-1627	91	21	used	use	VERB
easat-1627	91	22	to	to	PART
easat-1627	91	23	confirm	confirm	VERB
easat-1627	91	24	the	the	DET
easat-1627	91	25	predicted	predict	VERB
easat-1627	91	26	long	long	ADV
easat-1627	91	27	-	-	PUNCT
easat-1627	91	28	run	run	NOUN
easat-1627	91	29	results	result	NOUN
easat-1627	91	30	.	.	PUNCT
easat-1627	92	1	empirical	empirical	ADJ
easat-1627	92	2	findings	finding	NOUN
easat-1627	92	3	showed	show	VERB
easat-1627	92	4	the	the	DET
easat-1627	92	5	cointegration	cointegration	NOUN
easat-1627	92	6	of	of	ADP
easat-1627	92	7	the	the	DET
easat-1627	92	8	chosen	choose	VERB
easat-1627	92	9	study	study	NOUN
easat-1627	92	10	variables	variable	NOUN
easat-1627	92	11	,	,	PUNCT
easat-1627	92	12	indicating	indicate	VERB
easat-1627	92	13	long	long	ADJ
easat-1627	92	14	-	-	PUNCT
easat-1627	92	15	term	term	NOUN
easat-1627	92	16	relationships	relationship	NOUN
easat-1627	92	17	.	.	PUNCT
easat-1627	93	1	the	the	DET
easat-1627	93	2	study	study	NOUN
easat-1627	93	3	found	find	VERB
easat-1627	93	4	that	that	SCONJ
easat-1627	93	5	pakistani	pakistani	ADJ
easat-1627	93	6	rice	rice	NOUN
easat-1627	93	7	production	production	NOUN
easat-1627	93	8	is	be	AUX
easat-1627	93	9	favorably	favorably	ADV
easat-1627	93	10	influenced	influence	VERB
easat-1627	93	11	by	by	ADP
easat-1627	93	12	co	co	NOUN
easat-1627	93	13	2	2	NUM
easat-1627	93	14	emissions	emission	NOUN
easat-1627	93	15	in	in	ADP
easat-1627	93	16	both	both	PRON
easat-1627	93	17	in	in	ADP
easat-1627	93	18	the	the	DET
easat-1627	93	19	short	short	ADJ
easat-1627	93	20	and	and	CCONJ
easat-1627	93	21	long	long	ADJ
easat-1627	93	22	run	run	NOUN
easat-1627	93	23	.	.	PUNCT
easat-1627	94	1	tajudeen	tajudeen	NOUN
easat-1627	94	2	,	,	PUNCT
easat-1627	94	3	et	et	PROPN
easat-1627	94	4	al	al	PROPN
easat-1627	94	5	.	.	PROPN
easat-1627	94	6	,	,	PUNCT
easat-1627	94	7	(	(	PUNCT
easat-1627	94	8	2022	2022	NUM
easat-1627	94	9	)	)	PUNCT
easat-1627	94	10	conduct	conduct	VERB
easat-1627	94	11	research	research	NOUN
easat-1627	94	12	in	in	ADP
easat-1627	94	13	lagos	lagos	PROPN
easat-1627	94	14	,	,	PUNCT
easat-1627	94	15	nigeria	nigeria	PROPN
easat-1627	94	16	,	,	PUNCT
easat-1627	94	17	to	to	PART
easat-1627	94	18	determine	determine	VERB
easat-1627	94	19	how	how	SCONJ
easat-1627	94	20	the	the	DET
easat-1627	94	21	effects	effect	NOUN
easat-1627	94	22	of	of	ADP
easat-1627	94	23	climate	climate	NOUN
easat-1627	94	24	change	change	NOUN
easat-1627	94	25	are	be	AUX
easat-1627	94	26	affecting	affect	VERB
easat-1627	94	27	the	the	DET
easat-1627	94	28	production	production	NOUN
easat-1627	94	29	of	of	ADP
easat-1627	94	30	food	food	NOUN
easat-1627	94	31	crops	crop	NOUN
easat-1627	94	32	such	such	ADJ
easat-1627	94	33	as	as	ADP
easat-1627	94	34	cassava	cassava	NOUN
easat-1627	94	35	and	and	CCONJ
easat-1627	94	36	maize	maize	NOUN
easat-1627	94	37	.	.	PUNCT
easat-1627	95	1	the	the	DET
easat-1627	95	2	examined	examine	VERB
easat-1627	95	3	weather	weather	NOUN
easat-1627	95	4	data	datum	NOUN
easat-1627	95	5	from	from	ADP
easat-1627	95	6	1998	1998	NUM
easat-1627	95	7	to	to	ADP
easat-1627	95	8	2018	2018	NUM
easat-1627	95	9	shows	show	VERB
easat-1627	95	10	a	a	DET
easat-1627	95	11	little	little	ADJ
easat-1627	95	12	influence	influence	NOUN
easat-1627	95	13	on	on	ADP
easat-1627	95	14	cassava	cassava	NOUN
easat-1627	95	15	output	output	NOUN
easat-1627	95	16	but	but	CCONJ
easat-1627	95	17	a	a	DET
easat-1627	95	18	considerable	considerable	ADJ
easat-1627	95	19	impact	impact	NOUN
easat-1627	95	20	on	on	ADP
easat-1627	95	21	maize	maize	NOUN
easat-1627	95	22	production	production	NOUN
easat-1627	95	23	.	.	PUNCT
easat-1627	96	1	climate	climate	NOUN
easat-1627	96	2	change	change	NOUN
easat-1627	96	3	reduces	reduce	VERB
easat-1627	96	4	crop	crop	NOUN
easat-1627	96	5	yield	yield	NOUN
easat-1627	96	6	,	,	PUNCT
easat-1627	96	7	soil	soil	NOUN
easat-1627	96	8	fertility	fertility	NOUN
easat-1627	96	9	,	,	PUNCT
easat-1627	96	10	limits	limit	VERB
easat-1627	96	11	soil	soil	NOUN
easat-1627	96	12	water	water	NOUN
easat-1627	96	13	availability	availability	NOUN
easat-1627	96	14	,	,	PUNCT
easat-1627	96	15	contributes	contribute	VERB
easat-1627	96	16	to	to	ADP
easat-1627	96	17	pests	pest	NOUN
easat-1627	96	18	spread	spread	VERB
easat-1627	96	19	,	,	PUNCT
easat-1627	96	20	and	and	CCONJ
easat-1627	96	21	increases	increase	VERB
easat-1627	96	22	soil	soil	NOUN
easat-1627	96	23	erosion	erosion	NOUN
easat-1627	96	24	.	.	PUNCT
easat-1627	97	1	despite	despite	SCONJ
easat-1627	97	2	the	the	DET
easat-1627	97	3	negative	negative	ADJ
easat-1627	97	4	effect	effect	NOUN
easat-1627	97	5	of	of	ADP
easat-1627	97	6	climate	climate	NOUN
easat-1627	97	7	change	change	NOUN
easat-1627	97	8	on	on	ADP
easat-1627	97	9	crop	crop	NOUN
easat-1627	97	10	production	production	NOUN
easat-1627	97	11	,	,	PUNCT
easat-1627	97	12	a	a	DET
easat-1627	97	13	lack	lack	NOUN
easat-1627	97	14	of	of	ADP
easat-1627	97	15	access	access	NOUN
easat-1627	97	16	to	to	ADP
easat-1627	97	17	modern	modern	ADJ
easat-1627	97	18	farming	farming	NOUN
easat-1627	97	19	equipment	equipment	NOUN
easat-1627	97	20	that	that	PRON
easat-1627	97	21	would	would	AUX
easat-1627	97	22	reduce	reduce	VERB
easat-1627	97	23	overreliance	overreliance	NOUN
easat-1627	97	24	exacerbates	exacerbate	VERB
easat-1627	97	25	the	the	DET
easat-1627	97	26	agricultural	agricultural	ADJ
easat-1627	97	27	conditions	condition	NOUN
easat-1627	97	28	in	in	ADP
easat-1627	97	29	nigeria	nigeria	PROPN
easat-1627	97	30	.	.	PUNCT
easat-1627	98	1	access	access	NOUN
easat-1627	98	2	to	to	ADP
easat-1627	98	3	affordable	affordable	ADJ
easat-1627	98	4	credits	credit	NOUN
easat-1627	98	5	,	,	PUNCT
easat-1627	98	6	creative	creative	ADJ
easat-1627	98	7	climate	climate	NOUN
easat-1627	98	8	change	change	NOUN
easat-1627	98	9	adaptation	adaptation	NOUN
easat-1627	98	10	measures	measure	NOUN
easat-1627	98	11	,	,	PUNCT
easat-1627	98	12	and	and	CCONJ
easat-1627	98	13	irrigation	irrigation	NOUN
easat-1627	98	14	systems	system	NOUN
easat-1627	98	15	are	be	AUX
easat-1627	98	16	needed	need	VERB
easat-1627	98	17	to	to	PART
easat-1627	98	18	attract	attract	VERB
easat-1627	98	19	young	young	ADJ
easat-1627	98	20	and	and	CCONJ
easat-1627	98	21	older	old	ADJ
easat-1627	98	22	farmers	farmer	NOUN
easat-1627	98	23	,	,	PUNCT
easat-1627	98	24	according	accord	VERB
easat-1627	98	25	to	to	ADP
easat-1627	98	26	this	this	DET
easat-1627	98	27	study	study	NOUN
easat-1627	98	28	.	.	PUNCT
easat-1627	99	1	a	a	DET
easat-1627	99	2	research	research	NOUN
easat-1627	99	3	that	that	PRON
easat-1627	99	4	was	be	AUX
easat-1627	99	5	carried	carry	VERB
easat-1627	99	6	out	out	ADP
easat-1627	99	7	by	by	ADP
easat-1627	99	8	kumar	kumar	PROPN
easat-1627	99	9	,	,	PUNCT
easat-1627	99	10	et	et	PROPN
easat-1627	99	11	al	al	PROPN
easat-1627	99	12	.	.	PROPN
easat-1627	99	13	,	,	PUNCT
easat-1627	99	14	(	(	PUNCT
easat-1627	99	15	2021	2021	NUM
easat-1627	99	16	)	)	PUNCT
easat-1627	99	17	investigated	investigate	VERB
easat-1627	99	18	the	the	DET
easat-1627	99	19	influence	influence	NOUN
easat-1627	99	20	that	that	PRON
easat-1627	99	21	climate	climate	NOUN
easat-1627	99	22	change	change	NOUN
easat-1627	99	23	,	,	PUNCT
easat-1627	99	24	ecological	ecological	ADJ
easat-1627	99	25	variables	variable	NOUN
easat-1627	99	26	,	,	PUNCT
easat-1627	99	27	and	and	CCONJ
easat-1627	99	28	carbon	carbon	NOUN
easat-1627	99	29	footprint	footprint	NOUN
easat-1627	99	30	had	have	VERB
easat-1627	99	31	on	on	ADP
easat-1627	99	32	the	the	DET
easat-1627	99	33	production	production	NOUN
easat-1627	99	34	of	of	ADP
easat-1627	99	35	rice	rice	NOUN
easat-1627	99	36	crops	crop	NOUN
easat-1627	99	37	in	in	ADP
easat-1627	99	38	india	india	PROPN
easat-1627	99	39	between	between	ADP
easat-1627	99	40	the	the	DET
easat-1627	99	41	years	year	NOUN
easat-1627	99	42	1982	1982	NUM
easat-1627	99	43	and	and	CCONJ
easat-1627	99	44	2016	2016	NUM
easat-1627	99	45	.	.	PUNCT
easat-1627	100	1	this	this	DET
easat-1627	100	2	research	research	NOUN
easat-1627	100	3	examined	examine	VERB
easat-1627	100	4	the	the	DET
easat-1627	100	5	correlation	correlation	NOUN
easat-1627	100	6	between	between	ADP
easat-1627	100	7	these	these	DET
easat-1627	100	8	variables	variable	NOUN
easat-1627	100	9	and	and	CCONJ
easat-1627	100	10	their	their	PRON
easat-1627	100	11	effects	effect	NOUN
easat-1627	100	12	on	on	ADP
easat-1627	100	13	india	india	PROPN
easat-1627	100	14	's	's	PART
easat-1627	100	15	rice	rice	NOUN
easat-1627	100	16	industry	industry	NOUN
easat-1627	100	17	.	.	PUNCT
easat-1627	101	1	for	for	ADP
easat-1627	101	2	the	the	DET
easat-1627	101	3	purpose	purpose	NOUN
easat-1627	101	4	of	of	ADP
easat-1627	101	5	providing	provide	VERB
easat-1627	101	6	support	support	NOUN
easat-1627	101	7	for	for	ADP
easat-1627	101	8	their	their	PRON
easat-1627	101	9	study	study	NOUN
easat-1627	101	10	and	and	CCONJ
easat-1627	101	11	conclusions	conclusion	NOUN
easat-1627	101	12	,	,	PUNCT
easat-1627	101	13	the	the	DET
easat-1627	101	14	writers	writer	NOUN
easat-1627	101	15	of	of	ADP
easat-1627	101	16	the	the	DET
easat-1627	101	17	research	research	NOUN
easat-1627	101	18	piece	piece	NOUN
easat-1627	101	19	make	make	VERB
easat-1627	101	20	use	use	NOUN
easat-1627	101	21	of	of	ADP
easat-1627	101	22	methods	method	NOUN
easat-1627	101	23	such	such	ADJ
easat-1627	101	24	as	as	ADP
easat-1627	101	25	canonical	canonical	ADJ
easat-1627	101	26	cointegration	cointegration	NOUN
easat-1627	101	27	regression	regression	NOUN
easat-1627	101	28	(	(	PUNCT
easat-1627	101	29	ccr	ccr	PROPN
easat-1627	101	30	)	)	PUNCT
easat-1627	101	31	,	,	PUNCT
easat-1627	101	32	autoregressive	autoregressive	ADJ
easat-1627	101	33	distributed	distribute	VERB
easat-1627	101	34	lag	lag	NOUN
easat-1627	101	35	(	(	PUNCT
easat-1627	101	36	ardl	ardl	NOUN
easat-1627	101	37	)	)	PUNCT
easat-1627	101	38	,	,	PUNCT
easat-1627	101	39	and	and	CCONJ
easat-1627	101	40	fully	fully	ADV
easat-1627	101	41	modified	modify	VERB
easat-1627	101	42	ordinary	ordinary	ADJ
easat-1627	101	43	least	least	ADJ
easat-1627	101	44	squares	square	NOUN
easat-1627	101	45	(	(	PUNCT
easat-1627	101	46	fmols	fmol	NOUN
easat-1627	101	47	)	)	PUNCT
easat-1627	101	48	.	.	PUNCT
easat-1627	102	1	there	there	PRON
easat-1627	102	2	is	be	VERB
easat-1627	102	3	a	a	DET
easat-1627	102	4	long	long	ADJ
easat-1627	102	5	-	-	PUNCT
easat-1627	102	6	term	term	NOUN
easat-1627	102	7	connection	connection	NOUN
easat-1627	102	8	discovered	discover	VERB
easat-1627	102	9	between	between	ADP
easat-1627	102	10	climatic	climatic	ADJ
easat-1627	102	11	change	change	NOUN
easat-1627	102	12	and	and	CCONJ
easat-1627	102	13	india	india	PROPN
easat-1627	102	14	's	's	PART
easat-1627	102	15	rice	rice	NOUN
easat-1627	102	16	cultivation	cultivation	NOUN
easat-1627	102	17	.	.	PUNCT
easat-1627	103	1	the	the	DET
easat-1627	103	2	findings	finding	NOUN
easat-1627	103	3	reveal	reveal	VERB
easat-1627	103	4	that	that	SCONJ
easat-1627	103	5	both	both	CCONJ
easat-1627	103	6	ecological	ecological	ADJ
easat-1627	103	7	and	and	CCONJ
easat-1627	103	8	carbon	carbon	NOUN
easat-1627	103	9	footprints	footprint	NOUN
easat-1627	103	10	stimulate	stimulate	VERB
easat-1627	103	11	sustained	sustained	ADJ
easat-1627	103	12	rice	rice	NOUN
easat-1627	103	13	production	production	NOUN
easat-1627	103	14	.	.	PUNCT
easat-1627	104	1	although	although	SCONJ
easat-1627	104	2	rain	rain	NOUN
easat-1627	104	3	plays	play	VERB
easat-1627	104	4	a	a	DET
easat-1627	104	5	vital	vital	ADJ
easat-1627	104	6	role	role	NOUN
easat-1627	104	7	in	in	ADP
easat-1627	104	8	enhancing	enhance	VERB
easat-1627	104	9	short	short	ADJ
easat-1627	104	10	-	-	PUNCT
easat-1627	104	11	term	term	NOUN
easat-1627	104	12	agricultural	agricultural	ADJ
easat-1627	104	13	productivity	productivity	NOUN
easat-1627	104	14	,	,	PUNCT
easat-1627	104	15	it	it	PRON
easat-1627	104	16	negatively	negatively	ADV
easat-1627	104	17	affects	affect	VERB
easat-1627	104	18	it	it	PRON
easat-1627	104	19	in	in	ADP
easat-1627	104	20	the	the	DET
easat-1627	104	21	long	long	ADJ
easat-1627	104	22	run	run	NOUN
easat-1627	104	23	.	.	PUNCT
easat-1627	105	1	additionally	additionally	ADV
easat-1627	105	2	,	,	PUNCT
easat-1627	105	3	the	the	DET
easat-1627	105	4	results	result	NOUN
easat-1627	105	5	that	that	PRON
easat-1627	105	6	are	be	AUX
easat-1627	105	7	reached	reach	VERB
easat-1627	105	8	from	from	ADP
easat-1627	105	9	the	the	DET
easat-1627	105	10	ardl	ardl	NOUN
easat-1627	105	11	models	model	NOUN
easat-1627	105	12	are	be	AUX
easat-1627	105	13	supported	support	VERB
easat-1627	105	14	by	by	ADP
easat-1627	105	15	other	other	ADJ
easat-1627	105	16	cointegration	cointegration	NOUN
easat-1627	105	17	models	model	NOUN
easat-1627	105	18	,	,	PUNCT
easat-1627	105	19	notably	notably	ADV
easat-1627	105	20	the	the	DET
easat-1627	105	21	fmols	fmol	NOUN
easat-1627	105	22	and	and	CCONJ
easat-1627	105	23	ccr	ccr	PROPN
easat-1627	105	24	models	model	NOUN
easat-1627	105	25	with	with	ADP
easat-1627	105	26	their	their	PRON
easat-1627	105	27	respective	respective	ADJ
easat-1627	105	28	conclusions	conclusion	NOUN
easat-1627	105	29	.	.	PUNCT
easat-1627	106	1	shakoor	shakoor	ADJ
easat-1627	106	2	,	,	PUNCT
easat-1627	106	3	et	et	PROPN
easat-1627	106	4	al	al	PROPN
easat-1627	106	5	.	.	PROPN
easat-1627	106	6	,	,	PUNCT
easat-1627	106	7	(	(	PUNCT
easat-1627	106	8	2015	2015	NUM
easat-1627	106	9	)	)	PUNCT
easat-1627	106	10	examined	examine	VERB
easat-1627	106	11	pakistan	pakistan	PROPN
easat-1627	106	12	’s	’s	PART
easat-1627	106	13	rice	rice	NOUN
easat-1627	106	14	crop	crop	NOUN
easat-1627	106	15	production	production	NOUN
easat-1627	106	16	and	and	CCONJ
easat-1627	106	17	climate	climate	NOUN
easat-1627	106	18	variability	variability	NOUN
easat-1627	106	19	.	.	PUNCT
easat-1627	107	1	by	by	ADP
easat-1627	107	2	using	use	VERB
easat-1627	107	3	a	a	DET
easat-1627	107	4	vector	vector	NOUN
easat-1627	107	5	auto	auto	NOUN
easat-1627	107	6	regression	regression	NOUN
easat-1627	107	7	(	(	PUNCT
easat-1627	107	8	var	var	NOUN
easat-1627	107	9	)	)	PUNCT
easat-1627	107	10	model	model	NOUN
easat-1627	107	11	,	,	PUNCT
easat-1627	107	12	this	this	DET
easat-1627	107	13	study	study	NOUN
easat-1627	107	14	conducts	conduct	VERB
easat-1627	107	15	an	an	DET
easat-1627	107	16	empirical	empirical	ADJ
easat-1627	107	17	analysis	analysis	NOUN
easat-1627	107	18	of	of	ADP
easat-1627	107	19	the	the	DET
easat-1627	107	20	impacts	impact	NOUN
easat-1627	107	21	of	of	ADP
easat-1627	107	22	climate	climate	NOUN
easat-1627	107	23	change	change	NOUN
easat-1627	107	24	on	on	ADP
easat-1627	107	25	pakistan	pakistan	PROPN
easat-1627	107	26	's	's	PART
easat-1627	107	27	rice	rice	NOUN
easat-1627	107	28	production	production	NOUN
easat-1627	107	29	.	.	PUNCT
easat-1627	108	1	the	the	DET
easat-1627	108	2	climate	climate	NOUN
easat-1627	108	3	factors	factor	NOUN
easat-1627	108	4	'	'	PART
easat-1627	108	5	annual	annual	ADJ
easat-1627	108	6	seasonal	seasonal	ADJ
easat-1627	108	7	data	datum	NOUN
easat-1627	108	8	ranged	range	VERB
easat-1627	108	9	from	from	ADP
easat-1627	108	10	1980	1980	NUM
easat-1627	108	11	to	to	ADP
easat-1627	108	12	2013	2013	NUM
easat-1627	108	13	.	.	PUNCT
easat-1627	109	1	findings	finding	NOUN
easat-1627	109	2	revealed	reveal	VERB
easat-1627	109	3	that	that	SCONJ
easat-1627	109	4	higher	high	ADJ
easat-1627	109	5	mean	mean	VERB
easat-1627	109	6	maximum	maximum	ADJ
easat-1627	109	7	temperatures	temperature	NOUN
easat-1627	109	8	will	will	AUX
easat-1627	109	9	reduce	reduce	VERB
easat-1627	109	10	rice	rice	NOUN
easat-1627	109	11	output	output	NOUN
easat-1627	109	12	,	,	PUNCT
easat-1627	109	13	but	but	CCONJ
easat-1627	109	14	higher	high	ADJ
easat-1627	109	15	mean	mean	VERB
easat-1627	109	16	minimum	minimum	ADJ
easat-1627	109	17	temperatures	temperature	NOUN
easat-1627	109	18	would	would	AUX
easat-1627	109	19	be	be	AUX
easat-1627	109	20	beneficial	beneficial	ADJ
easat-1627	109	21	.	.	PUNCT
easat-1627	110	1	according	accord	VERB
easat-1627	110	2	to	to	ADP
easat-1627	110	3	variance	variance	NOUN
easat-1627	110	4	decomposition	decomposition	NOUN
easat-1627	110	5	,	,	PUNCT
easat-1627	110	6	a	a	DET
easat-1627	110	7	change	change	NOUN
easat-1627	110	8	in	in	ADP
easat-1627	110	9	the	the	DET
easat-1627	110	10	mean	mean	ADJ
easat-1627	110	11	minimum	minimum	NOUN
easat-1627	110	12	temperature	temperature	NOUN
easat-1627	110	13	led	lead	VERB
easat-1627	110	14	to	to	ADP
easat-1627	110	15	a	a	DET
easat-1627	110	16	7	7	NUM
easat-1627	110	17	%	%	NOUN
easat-1627	110	18	boost	boost	NOUN
easat-1627	110	19	in	in	ADP
easat-1627	110	20	rice	rice	NOUN
easat-1627	110	21	yield	yield	NOUN
easat-1627	110	22	.	.	PUNCT
easat-1627	111	1	simulations	simulation	NOUN
easat-1627	111	2	for	for	ADP
easat-1627	111	3	the	the	DET
easat-1627	111	4	year	year	NOUN
easat-1627	111	5	2030	2030	NUM
easat-1627	111	6	indicated	indicate	VERB
easat-1627	111	7	that	that	SCONJ
easat-1627	111	8	a	a	DET
easat-1627	111	9	significant	significant	ADJ
easat-1627	111	10	rise	rise	NOUN
easat-1627	111	11	in	in	ADP
easat-1627	111	12	rainfall	rainfall	NOUN
easat-1627	111	13	and	and	CCONJ
easat-1627	111	14	mean	mean	VERB
easat-1627	111	15	temperature	temperature	NOUN
easat-1627	111	16	will	will	AUX
easat-1627	111	17	have	have	VERB
easat-1627	111	18	a	a	DET
easat-1627	111	19	detrimental	detrimental	ADJ
easat-1627	111	20	impact	impact	NOUN
easat-1627	111	21	on	on	ADP
easat-1627	111	22	rice	rice	NOUN
easat-1627	111	23	productivity	productivity	NOUN
easat-1627	111	24	in	in	ADP
easat-1627	111	25	the	the	DET
easat-1627	111	26	far	far	ADJ
easat-1627	111	27	future	future	NOUN
easat-1627	111	28	despite	despite	SCONJ
easat-1627	111	29	the	the	DET
easat-1627	111	30	fact	fact	NOUN
easat-1627	111	31	that	that	SCONJ
easat-1627	111	32	these	these	DET
easat-1627	111	33	factors	factor	NOUN
easat-1627	111	34	will	will	AUX
easat-1627	111	35	enhance	enhance	VERB
easat-1627	111	36	rice	rice	NOUN
easat-1627	111	37	yield	yield	NOUN
easat-1627	111	38	in	in	ADP
easat-1627	111	39	the	the	DET
easat-1627	111	40	short	short	ADJ
easat-1627	111	41	term	term	NOUN
easat-1627	111	42	.	.	PUNCT
easat-1627	112	1	the	the	DET
easat-1627	112	2	study	study	NOUN
easat-1627	112	3	further	far	ADV
easat-1627	112	4	recommended	recommend	VERB
easat-1627	112	5	that	that	SCONJ
easat-1627	112	6	adequate	adequate	ADJ
easat-1627	112	7	policy	policy	NOUN
easat-1627	112	8	action	action	NOUN
easat-1627	112	9	is	be	AUX
easat-1627	112	10	beneficial	beneficial	ADJ
easat-1627	112	11	to	to	PART
easat-1627	112	12	safeguard	safeguard	VERB
easat-1627	112	13	crop	crop	NOUN
easat-1627	112	14	production	production	NOUN
easat-1627	112	15	from	from	ADP
easat-1627	112	16	disastrous	disastrous	ADJ
easat-1627	112	17	effects	effect	NOUN
easat-1627	112	18	.	.	PUNCT
easat-1627	113	1	mwangi	mwangi	PROPN
easat-1627	113	2	(	(	PUNCT
easat-1627	113	3	2023	2023	NUM
easat-1627	113	4	)	)	PUNCT
easat-1627	113	5	conducted	conduct	VERB
easat-1627	113	6	an	an	DET
easat-1627	113	7	extensive	extensive	ADJ
easat-1627	113	8	examination	examination	NOUN
easat-1627	113	9	of	of	ADP
easat-1627	113	10	the	the	DET
easat-1627	113	11	consequences	consequence	NOUN
easat-1627	113	12	of	of	ADP
easat-1627	113	13	climate	climate	NOUN
easat-1627	113	14	change	change	NOUN
easat-1627	113	15	on	on	ADP
easat-1627	113	16	agricultural	agricultural	ADJ
easat-1627	113	17	food	food	NOUN
easat-1627	113	18	production	production	NOUN
easat-1627	113	19	.	.	PUNCT
easat-1627	114	1	the	the	DET
easat-1627	114	2	study	study	NOUN
easat-1627	114	3	adopted	adopt	VERB
easat-1627	114	4	a	a	DET
easat-1627	114	5	desk	desk	NOUN
easat-1627	114	6	review	review	NOUN
easat-1627	114	7	approach	approach	NOUN
easat-1627	114	8	that	that	PRON
easat-1627	114	9	relied	rely	VERB
easat-1627	114	10	on	on	ADP
easat-1627	114	11	secondary	secondary	ADJ
easat-1627	114	12	data	datum	NOUN
easat-1627	114	13	,	,	PUNCT
easat-1627	114	14	such	such	ADJ
easat-1627	114	15	as	as	ADP
easat-1627	114	16	an	an	DET
easat-1627	114	17	analysis	analysis	NOUN
easat-1627	114	18	of	of	ADP
easat-1627	114	19	existing	exist	VERB
easat-1627	114	20	literature	literature	NOUN
easat-1627	114	21	from	from	ADP
easat-1627	114	22	previously	previously	ADV
easat-1627	114	23	published	publish	VERB
easat-1627	114	24	studies	study	NOUN
easat-1627	114	25	and	and	CCONJ
easat-1627	114	26	reports	report	NOUN
easat-1627	114	27	that	that	PRON
easat-1627	114	28	were	be	AUX
easat-1627	114	29	easily	easily	ADV
easat-1627	114	30	accessible	accessible	ADJ
easat-1627	114	31	through	through	ADP
easat-1627	114	32	digital	digital	ADJ
easat-1627	114	33	journals	journal	NOUN
easat-1627	114	34	and	and	CCONJ
easat-1627	114	35	libraries	library	NOUN
easat-1627	114	36	.	.	PUNCT
easat-1627	115	1	the	the	DET
easat-1627	115	2	investigation	investigation	NOUN
easat-1627	115	3	showed	show	VERB
easat-1627	115	4	that	that	SCONJ
easat-1627	115	5	climate	climate	NOUN
easat-1627	115	6	change	change	NOUN
easat-1627	115	7	has	have	VERB
easat-1627	115	8	a	a	DET
easat-1627	115	9	detrimental	detrimental	ADJ
easat-1627	115	10	effect	effect	NOUN
easat-1627	115	11	on	on	ADP
easat-1627	115	12	crop	crop	NOUN
easat-1627	115	13	yields	yield	NOUN
easat-1627	115	14	,	,	PUNCT
easat-1627	115	15	livestock	livestock	NOUN
easat-1627	115	16	production	production	NOUN
easat-1627	115	17	,	,	PUNCT
easat-1627	115	18	and	and	CCONJ
easat-1627	115	19	viticulture	viticulture	NOUN
easat-1627	115	20	by	by	ADP
easat-1627	115	21	causing	cause	VERB
easat-1627	115	22	rising	rise	VERB
easat-1627	115	23	temperatures	temperature	NOUN
easat-1627	115	24	,	,	PUNCT
easat-1627	115	25	1432	1432	NUM
easat-1627	115	26	edelweiss	edelweiss	PROPN
easat-1627	115	27	applied	apply	VERB
easat-1627	115	28	science	science	NOUN
easat-1627	115	29	and	and	CCONJ
easat-1627	115	30	technology	technology	NOUN
easat-1627	115	31	issn	issn	PROPN
easat-1627	115	32	:	:	PUNCT
easat-1627	115	33	2576	2576	NUM
easat-1627	115	34	-	-	SYM
easat-1627	115	35	8484	8484	NUM
easat-1627	115	36	vol	vol	NOUN
easat-1627	115	37	.	.	PROPN
easat-1627	115	38	8	8	NUM
easat-1627	115	39	,	,	PUNCT
easat-1627	115	40	no	no	INTJ
easat-1627	115	41	.	.	NOUN
easat-1627	115	42	4	4	NUM
easat-1627	115	43	:	:	SYM
easat-1627	115	44	1428	1428	NUM
easat-1627	115	45	-	-	SYM
easat-1627	115	46	1447	1447	NUM
easat-1627	115	47	,	,	PUNCT
easat-1627	115	48	2024	2024	NUM
easat-1627	115	49	doi	doi	NOUN
easat-1627	115	50	:	:	PUNCT
easat-1627	115	51	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	115	52	©	©	NOUN
easat-1627	115	53	2024	2024	NUM
easat-1627	115	54	by	by	ADP
easat-1627	115	55	the	the	DET
easat-1627	115	56	author	author	NOUN
easat-1627	115	57	;	;	PUNCT
easat-1627	115	58	licensee	licensee	PROPN
easat-1627	115	59	learning	learn	VERB
easat-1627	115	60	gate	gate	NOUN
easat-1627	115	61	changes	change	NOUN
easat-1627	115	62	in	in	ADP
easat-1627	115	63	rainfall	rainfall	NOUN
easat-1627	115	64	patterns	pattern	NOUN
easat-1627	115	65	and	and	CCONJ
easat-1627	115	66	increased	increase	VERB
easat-1627	115	67	frequency	frequency	NOUN
easat-1627	115	68	of	of	ADP
easat-1627	115	69	extreme	extreme	ADJ
easat-1627	115	70	weather	weather	NOUN
easat-1627	115	71	occurrences	occurrence	NOUN
easat-1627	115	72	.	.	PUNCT
easat-1627	116	1	these	these	DET
easat-1627	116	2	findings	finding	NOUN
easat-1627	116	3	repeatedly	repeatedly	ADV
easat-1627	116	4	show	show	VERB
easat-1627	116	5	that	that	SCONJ
easat-1627	116	6	climate	climate	NOUN
easat-1627	116	7	change	change	NOUN
easat-1627	116	8	poses	pose	VERB
easat-1627	116	9	a	a	DET
easat-1627	116	10	significant	significant	ADJ
easat-1627	116	11	threat	threat	NOUN
easat-1627	116	12	to	to	ADP
easat-1627	116	13	food	food	NOUN
easat-1627	116	14	security	security	NOUN
easat-1627	116	15	and	and	CCONJ
easat-1627	116	16	agricultural	agricultural	ADJ
easat-1627	116	17	livelihoods	livelihood	NOUN
easat-1627	116	18	in	in	ADP
easat-1627	116	19	many	many	ADJ
easat-1627	116	20	countries	country	NOUN
easat-1627	116	21	.	.	PUNCT
easat-1627	117	1	through	through	ADP
easat-1627	117	2	an	an	DET
easat-1627	117	3	eclectic	eclectic	ADJ
easat-1627	117	4	production	production	NOUN
easat-1627	117	5	model	model	NOUN
easat-1627	117	6	,	,	PUNCT
easat-1627	117	7	abbas	abbas	PROPN
easat-1627	117	8	(	(	PUNCT
easat-1627	117	9	2021	2021	NUM
easat-1627	117	10	)	)	PUNCT
easat-1627	117	11	examined	examine	VERB
easat-1627	117	12	the	the	DET
easat-1627	117	13	dynamic	dynamic	ADJ
easat-1627	117	14	connection	connection	NOUN
easat-1627	117	15	between	between	ADP
easat-1627	117	16	yearly	yearly	ADJ
easat-1627	117	17	temperature	temperature	NOUN
easat-1627	117	18	and	and	CCONJ
easat-1627	117	19	the	the	DET
easat-1627	117	20	main	main	ADJ
easat-1627	117	21	crop	crop	NOUN
easat-1627	117	22	production	production	NOUN
easat-1627	117	23	such	such	ADJ
easat-1627	117	24	as	as	ADP
easat-1627	117	25	cotton	cotton	NOUN
easat-1627	117	26	,	,	PUNCT
easat-1627	117	27	sugar	sugar	NOUN
easat-1627	117	28	cane	cane	NOUN
easat-1627	117	29	,	,	PUNCT
easat-1627	117	30	mastered	master	VERB
easat-1627	117	31	oil	oil	NOUN
easat-1627	117	32	,	,	PUNCT
easat-1627	117	33	wheat	wheat	NOUN
easat-1627	117	34	,	,	PUNCT
easat-1627	117	35	rice	rice	NOUN
easat-1627	117	36	,	,	PUNCT
easat-1627	117	37	gam	gam	NOUN
easat-1627	117	38	,	,	PUNCT
easat-1627	117	39	bajra	bajra	NOUN
easat-1627	117	40	,	,	PUNCT
easat-1627	117	41	barley	barley	NOUN
easat-1627	117	42	,	,	PUNCT
easat-1627	117	43	maize	maize	NOUN
easat-1627	117	44	,	,	PUNCT
easat-1627	117	45	and	and	CCONJ
easat-1627	117	46	jowar	jowar	NOUN
easat-1627	117	47	in	in	ADP
easat-1627	117	48	pakistan	pakistan	PROPN
easat-1627	117	49	from	from	ADP
easat-1627	117	50	2000	2000	NUM
easat-1627	117	51	to	to	ADP
easat-1627	117	52	2019	2019	NUM
easat-1627	117	53	.	.	PUNCT
easat-1627	118	1	the	the	DET
easat-1627	118	2	study	study	NOUN
easat-1627	118	3	found	find	VERB
easat-1627	118	4	that	that	SCONJ
easat-1627	118	5	rising	rise	VERB
easat-1627	118	6	temperatures	temperature	NOUN
easat-1627	118	7	had	have	VERB
easat-1627	118	8	a	a	DET
easat-1627	118	9	substantial	substantial	ADJ
easat-1627	118	10	negative	negative	ADJ
easat-1627	118	11	influence	influence	NOUN
easat-1627	118	12	on	on	ADP
easat-1627	118	13	chosen	choose	VERB
easat-1627	118	14	crop	crop	NOUN
easat-1627	118	15	output	output	NOUN
easat-1627	118	16	in	in	ADP
easat-1627	118	17	the	the	DET
easat-1627	118	18	long	long	ADJ
easat-1627	118	19	run	run	NOUN
easat-1627	118	20	but	but	CCONJ
easat-1627	118	21	had	have	VERB
easat-1627	118	22	no	no	DET
easat-1627	118	23	effect	effect	NOUN
easat-1627	118	24	in	in	ADP
easat-1627	118	25	the	the	DET
easat-1627	118	26	short	short	ADJ
easat-1627	118	27	term	term	NOUN
easat-1627	118	28	.	.	PUNCT
easat-1627	119	1	in	in	ADP
easat-1627	119	2	a	a	DET
easat-1627	119	3	similar	similar	ADJ
easat-1627	119	4	manner	manner	NOUN
easat-1627	119	5	,	,	PUNCT
easat-1627	119	6	jan	jan	PROPN
easat-1627	119	7	,	,	PUNCT
easat-1627	119	8	et	et	PROPN
easat-1627	119	9	al	al	PROPN
easat-1627	119	10	.	.	PROPN
easat-1627	119	11	,	,	PUNCT
easat-1627	119	12	(	(	PUNCT
easat-1627	119	13	2021	2021	NUM
easat-1627	119	14	)	)	PUNCT
easat-1627	119	15	utilized	utilize	VERB
easat-1627	119	16	the	the	DET
easat-1627	119	17	second	second	ADJ
easat-1627	119	18	generation	generation	NOUN
easat-1627	119	19	of	of	ADP
easat-1627	119	20	panel	panel	NOUN
easat-1627	119	21	cointegration	cointegration	NOUN
easat-1627	119	22	analysis	analysis	NOUN
easat-1627	119	23	in	in	ADP
easat-1627	119	24	order	order	NOUN
easat-1627	119	25	to	to	PART
easat-1627	119	26	investigate	investigate	VERB
easat-1627	119	27	the	the	DET
easat-1627	119	28	influence	influence	NOUN
easat-1627	119	29	that	that	PRON
easat-1627	119	30	climate	climate	NOUN
easat-1627	119	31	change	change	NOUN
easat-1627	119	32	(	(	PUNCT
easat-1627	119	33	co2	co2	NOUN
easat-1627	119	34	)	)	PUNCT
easat-1627	119	35	emission	emission	NOUN
easat-1627	119	36	had	have	VERB
easat-1627	119	37	on	on	ADP
easat-1627	119	38	wheat	wheat	NOUN
easat-1627	119	39	and	and	CCONJ
easat-1627	119	40	maize	maize	NOUN
easat-1627	119	41	yields	yield	NOUN
easat-1627	119	42	in	in	ADP
easat-1627	119	43	the	the	DET
easat-1627	119	44	northern	northern	ADJ
easat-1627	119	45	climatic	climatic	ADJ
easat-1627	119	46	area	area	NOUN
easat-1627	119	47	of	of	ADP
easat-1627	119	48	khyber	khyber	PROPN
easat-1627	119	49	pakhtunkhwa	pakhtunkhwa	PROPN
easat-1627	119	50	(	(	PUNCT
easat-1627	119	51	kp	kp	PROPN
easat-1627	119	52	)	)	PUNCT
easat-1627	119	53	in	in	ADP
easat-1627	119	54	pakistan	pakistan	PROPN
easat-1627	119	55	between	between	ADP
easat-1627	119	56	the	the	DET
easat-1627	119	57	years	year	NOUN
easat-1627	119	58	1986	1986	NUM
easat-1627	119	59	and	and	CCONJ
easat-1627	119	60	2015	2015	NUM
easat-1627	119	61	.	.	PUNCT
easat-1627	120	1	increasing	increase	VERB
easat-1627	120	2	the	the	DET
easat-1627	120	3	amount	amount	NOUN
easat-1627	120	4	of	of	ADP
easat-1627	120	5	precipitation	precipitation	NOUN
easat-1627	120	6	has	have	AUX
easat-1627	120	7	been	be	AUX
easat-1627	120	8	found	find	VERB
easat-1627	120	9	to	to	PART
easat-1627	120	10	have	have	VERB
easat-1627	120	11	a	a	DET
easat-1627	120	12	large	large	ADJ
easat-1627	120	13	beneficial	beneficial	ADJ
easat-1627	120	14	impact	impact	NOUN
easat-1627	120	15	on	on	ADP
easat-1627	120	16	grain	grain	NOUN
easat-1627	120	17	output	output	NOUN
easat-1627	120	18	,	,	PUNCT
easat-1627	120	19	namely	namely	ADV
easat-1627	120	20	maize	maize	NOUN
easat-1627	120	21	and	and	CCONJ
easat-1627	120	22	wheat	wheat	NOUN
easat-1627	120	23	.	.	PUNCT
easat-1627	121	1	on	on	ADP
easat-1627	121	2	the	the	DET
easat-1627	121	3	other	other	ADJ
easat-1627	121	4	hand	hand	NOUN
easat-1627	121	5	,	,	PUNCT
easat-1627	121	6	a	a	DET
easat-1627	121	7	rise	rise	NOUN
easat-1627	121	8	in	in	ADP
easat-1627	121	9	the	the	DET
easat-1627	121	10	average	average	ADJ
easat-1627	121	11	temperature	temperature	NOUN
easat-1627	121	12	has	have	AUX
easat-1627	121	13	been	be	AUX
easat-1627	121	14	found	find	VERB
easat-1627	121	15	to	to	PART
easat-1627	121	16	have	have	VERB
easat-1627	121	17	a	a	DET
easat-1627	121	18	minor	minor	ADJ
easat-1627	121	19	impact	impact	NOUN
easat-1627	121	20	over	over	ADP
easat-1627	121	21	the	the	DET
easat-1627	121	22	course	course	NOUN
easat-1627	121	23	of	of	ADP
easat-1627	121	24	various	various	ADJ
easat-1627	121	25	time	time	NOUN
easat-1627	121	26	periods	period	NOUN
easat-1627	121	27	.	.	PUNCT
easat-1627	122	1	the	the	DET
easat-1627	122	2	authors	author	NOUN
easat-1627	122	3	sossou	sossou	VERB
easat-1627	122	4	,	,	PUNCT
easat-1627	122	5	et	et	PROPN
easat-1627	122	6	al	al	PROPN
easat-1627	122	7	.	.	PROPN
easat-1627	122	8	,	,	PUNCT
easat-1627	122	9	(	(	PUNCT
easat-1627	122	10	2020	2020	NUM
easat-1627	122	11	)	)	PUNCT
easat-1627	122	12	considered	consider	VERB
easat-1627	122	13	the	the	DET
easat-1627	122	14	effect	effect	NOUN
easat-1627	122	15	that	that	SCONJ
easat-1627	122	16	climate	climate	NOUN
easat-1627	122	17	change	change	NOUN
easat-1627	122	18	has	have	VERB
easat-1627	122	19	on	on	ADP
easat-1627	122	20	the	the	DET
easat-1627	122	21	amount	amount	NOUN
easat-1627	122	22	of	of	ADP
easat-1627	122	23	cereal	cereal	NOUN
easat-1627	122	24	that	that	PRON
easat-1627	122	25	is	be	AUX
easat-1627	122	26	produced	produce	VERB
easat-1627	122	27	in	in	ADP
easat-1627	122	28	burkina	burkina	PROPN
easat-1627	122	29	faso	faso	PROPN
easat-1627	122	30	.	.	PUNCT
easat-1627	123	1	through	through	ADP
easat-1627	123	2	intense	intense	ADJ
easat-1627	123	3	analysis	analysis	NOUN
easat-1627	123	4	of	of	ADP
easat-1627	123	5	time	time	NOUN
easat-1627	123	6	-	-	PUNCT
easat-1627	123	7	series	series	NOUN
easat-1627	123	8	data	datum	NOUN
easat-1627	123	9	collected	collect	VERB
easat-1627	123	10	from	from	ADP
easat-1627	123	11	the	the	DET
easat-1627	123	12	world	world	NOUN
easat-1627	123	13	bank	bank	NOUN
easat-1627	123	14	website	website	NOUN
easat-1627	123	15	between	between	ADP
easat-1627	123	16	1991	1991	NUM
easat-1627	123	17	and	and	CCONJ
easat-1627	123	18	2016	2016	NUM
easat-1627	123	19	,	,	PUNCT
easat-1627	123	20	the	the	DET
easat-1627	123	21	study	study	NOUN
easat-1627	123	22	applied	apply	VERB
easat-1627	123	23	the	the	DET
easat-1627	123	24	ordinary	ordinary	ADJ
easat-1627	123	25	least	least	ADJ
easat-1627	123	26	squares	square	NOUN
easat-1627	123	27	(	(	PUNCT
easat-1627	123	28	ols	ol	NOUN
easat-1627	123	29	)	)	PUNCT
easat-1627	123	30	.	.	PUNCT
easat-1627	124	1	the	the	DET
easat-1627	124	2	results	result	NOUN
easat-1627	124	3	showed	show	VERB
easat-1627	124	4	that	that	SCONJ
easat-1627	124	5	yield	yield	NOUN
easat-1627	124	6	and	and	CCONJ
easat-1627	124	7	cereal	cereal	NOUN
easat-1627	124	8	production	production	NOUN
easat-1627	124	9	are	be	AUX
easat-1627	124	10	adversely	adversely	ADV
easat-1627	124	11	affected	affect	VERB
easat-1627	124	12	by	by	ADP
easat-1627	124	13	temperature	temperature	NOUN
easat-1627	124	14	but	but	CCONJ
easat-1627	124	15	positively	positively	ADV
easat-1627	124	16	influenced	influence	VERB
easat-1627	124	17	by	by	ADP
easat-1627	124	18	precipitation	precipitation	NOUN
easat-1627	124	19	.	.	PUNCT
easat-1627	125	1	this	this	DET
easat-1627	125	2	groundbreaking	groundbreake	VERB
easat-1627	125	3	study	study	NOUN
easat-1627	125	4	highlights	highlight	VERB
easat-1627	125	5	the	the	DET
easat-1627	125	6	crucial	crucial	ADJ
easat-1627	125	7	effects	effect	NOUN
easat-1627	125	8	of	of	ADP
easat-1627	125	9	climate	climate	NOUN
easat-1627	125	10	change	change	NOUN
easat-1627	125	11	on	on	ADP
easat-1627	125	12	cereal	cereal	NOUN
easat-1627	125	13	yield	yield	NOUN
easat-1627	125	14	in	in	ADP
easat-1627	125	15	burkina	burkina	PROPN
easat-1627	125	16	faso	faso	PROPN
easat-1627	125	17	.	.	PUNCT
easat-1627	126	1	carbon	carbon	NOUN
easat-1627	126	2	dioxide	dioxide	NOUN
easat-1627	126	3	(	(	PUNCT
easat-1627	126	4	co2	co2	NOUN
easat-1627	126	5	)	)	PUNCT
easat-1627	126	6	emissions	emission	NOUN
easat-1627	126	7	were	be	AUX
easat-1627	126	8	found	find	VERB
easat-1627	126	9	to	to	PART
easat-1627	126	10	have	have	VERB
easat-1627	126	11	no	no	DET
easat-1627	126	12	significant	significant	ADJ
easat-1627	126	13	effect	effect	NOUN
easat-1627	126	14	on	on	ADP
easat-1627	126	15	yield	yield	NOUN
easat-1627	126	16	or	or	CCONJ
easat-1627	126	17	crop	crop	NOUN
easat-1627	126	18	output	output	NOUN
easat-1627	126	19	.	.	PUNCT
easat-1627	127	1	samuel	samuel	PROPN
easat-1627	127	2	,	,	PUNCT
easat-1627	127	3	et	et	PROPN
easat-1627	127	4	al	al	PROPN
easat-1627	127	5	.	.	PROPN
easat-1627	127	6	(	(	PUNCT
easat-1627	127	7	2022	2022	NUM
easat-1627	127	8	)	)	PUNCT
easat-1627	127	9	investigated	investigate	VERB
easat-1627	127	10	the	the	DET
easat-1627	127	11	effects	effect	NOUN
easat-1627	127	12	of	of	ADP
easat-1627	127	13	climate	climate	NOUN
easat-1627	127	14	change	change	NOUN
easat-1627	127	15	on	on	ADP
easat-1627	127	16	crop	crop	NOUN
easat-1627	127	17	productivity	productivity	NOUN
easat-1627	127	18	in	in	ADP
easat-1627	127	19	the	the	DET
easat-1627	127	20	nigerian	nigerian	ADJ
easat-1627	127	21	agricultural	agricultural	ADJ
easat-1627	127	22	sector	sector	NOUN
easat-1627	127	23	from	from	ADP
easat-1627	127	24	1990	1990	NUM
easat-1627	127	25	to	to	ADP
easat-1627	127	26	2020	2020	NUM
easat-1627	127	27	.	.	PUNCT
easat-1627	128	1	during	during	ADP
easat-1627	128	2	the	the	DET
easat-1627	128	3	course	course	NOUN
easat-1627	128	4	of	of	ADP
easat-1627	128	5	this	this	DET
easat-1627	128	6	investigation	investigation	NOUN
easat-1627	128	7	,	,	PUNCT
easat-1627	128	8	the	the	DET
easat-1627	128	9	non	non	ADJ
easat-1627	128	10	-	-	ADJ
easat-1627	128	11	linear	linear	ADJ
easat-1627	128	12	autoregressive	autoregressive	ADJ
easat-1627	128	13	distributed	distribute	VERB
easat-1627	128	14	lag	lag	NOUN
easat-1627	128	15	(	(	PUNCT
easat-1627	128	16	nardl	nardl	NOUN
easat-1627	128	17	)	)	PUNCT
easat-1627	128	18	model	model	NOUN
easat-1627	128	19	was	be	AUX
easat-1627	128	20	utilized	utilize	VERB
easat-1627	128	21	.	.	PUNCT
easat-1627	129	1	results	result	NOUN
easat-1627	129	2	have	have	AUX
easat-1627	129	3	shown	show	VERB
easat-1627	129	4	that	that	SCONJ
easat-1627	129	5	increased	increase	VERB
easat-1627	129	6	temperature	temperature	NOUN
easat-1627	129	7	has	have	VERB
easat-1627	129	8	negative	negative	ADJ
easat-1627	129	9	impact	impact	NOUN
easat-1627	129	10	on	on	ADP
easat-1627	129	11	crop	crop	NOUN
easat-1627	129	12	yield	yield	NOUN
easat-1627	129	13	as	as	ADV
easat-1627	129	14	well	well	ADV
easat-1627	129	15	decrease	decrease	NOUN
easat-1627	129	16	in	in	ADP
easat-1627	129	17	rainfall	rainfall	NOUN
easat-1627	129	18	.	.	PUNCT
easat-1627	130	1	the	the	DET
easat-1627	130	2	research	research	NOUN
easat-1627	130	3	further	far	ADV
easat-1627	130	4	recommends	recommend	VERB
easat-1627	130	5	and	and	CCONJ
easat-1627	130	6	urges	urge	VERB
easat-1627	130	7	farmers	farmer	NOUN
easat-1627	130	8	to	to	PART
easat-1627	130	9	be	be	AUX
easat-1627	130	10	provided	provide	VERB
easat-1627	130	11	with	with	ADP
easat-1627	130	12	irrigation	irrigation	NOUN
easat-1627	130	13	equipment	equipment	NOUN
easat-1627	130	14	,	,	PUNCT
easat-1627	130	15	including	include	VERB
easat-1627	130	16	dams	dam	NOUN
easat-1627	130	17	,	,	PUNCT
easat-1627	130	18	pumps	pump	NOUN
easat-1627	130	19	,	,	PUNCT
easat-1627	130	20	hoses	hose	NOUN
easat-1627	130	21	,	,	PUNCT
easat-1627	130	22	wells	well	NOUN
easat-1627	130	23	,	,	PUNCT
easat-1627	130	24	and	and	CCONJ
easat-1627	130	25	boreholes	borehole	NOUN
easat-1627	130	26	,	,	PUNCT
easat-1627	130	27	since	since	SCONJ
easat-1627	130	28	doing	do	VERB
easat-1627	130	29	so	so	ADV
easat-1627	130	30	will	will	AUX
easat-1627	130	31	assist	assist	VERB
easat-1627	130	32	farmers	farmer	NOUN
easat-1627	130	33	cope	cope	VERB
easat-1627	130	34	with	with	ADP
easat-1627	130	35	water	water	NOUN
easat-1627	130	36	shortages	shortage	NOUN
easat-1627	130	37	brought	bring	VERB
easat-1627	130	38	on	on	ADP
easat-1627	130	39	by	by	ADP
easat-1627	130	40	climate	climate	NOUN
easat-1627	130	41	change	change	NOUN
easat-1627	130	42	.	.	PUNCT
easat-1627	131	1	this	this	DET
easat-1627	131	2	study	study	NOUN
easat-1627	131	3	by	by	ADP
easat-1627	131	4	(	(	PUNCT
easat-1627	131	5	kumar	kumar	PROPN
easat-1627	131	6	,	,	PUNCT
easat-1627	131	7	et	et	PROPN
easat-1627	131	8	al	al	PROPN
easat-1627	131	9	.	.	PROPN
easat-1627	131	10	,	,	PUNCT
easat-1627	131	11	(	(	PUNCT
easat-1627	131	12	2021)uses	2021)use	NOUN
easat-1627	131	13	a	a	DET
easat-1627	131	14	balanced	balanced	ADJ
easat-1627	131	15	panel	panel	NOUN
easat-1627	131	16	dataset	dataset	VERB
easat-1627	131	17	covering	cover	VERB
easat-1627	131	18	1971–2016	1971–2016	NUM
easat-1627	131	19	to	to	PART
easat-1627	131	20	objectively	objectively	ADV
easat-1627	131	21	investigate	investigate	VERB
easat-1627	131	22	the	the	DET
easat-1627	131	23	influence	influence	NOUN
easat-1627	131	24	of	of	ADP
easat-1627	131	25	climate	climate	NOUN
easat-1627	131	26	change	change	NOUN
easat-1627	131	27	on	on	ADP
easat-1627	131	28	production	production	NOUN
easat-1627	131	29	of	of	ADP
easat-1627	131	30	cereals	cereal	NOUN
easat-1627	131	31	in	in	ADP
easat-1627	131	32	a	a	DET
easat-1627	131	33	selection	selection	NOUN
easat-1627	131	34	of	of	ADP
easat-1627	131	35	lower	low	ADJ
easat-1627	131	36	-	-	PUNCT
easat-1627	131	37	middle	middle	ADJ
easat-1627	131	38	income	income	NOUN
easat-1627	131	39	nations	nation	NOUN
easat-1627	131	40	.	.	PUNCT
easat-1627	132	1	climate	climate	NOUN
easat-1627	132	2	change	change	NOUN
easat-1627	132	3	was	be	AUX
easat-1627	132	4	measured	measure	VERB
easat-1627	132	5	by	by	ADP
easat-1627	132	6	average	average	ADJ
easat-1627	132	7	yearly	yearly	ADJ
easat-1627	132	8	temperature	temperature	NOUN
easat-1627	132	9	and	and	CCONJ
easat-1627	132	10	rainfall	rainfall	NOUN
easat-1627	132	11	.	.	PUNCT
easat-1627	133	1	control	control	NOUN
easat-1627	133	2	variables	variable	NOUN
easat-1627	133	3	including	include	VERB
easat-1627	133	4	co2	co2	NOUN
easat-1627	133	5	emissions	emission	NOUN
easat-1627	133	6	,	,	PUNCT
easat-1627	133	7	cereal	cereal	NOUN
easat-1627	133	8	-	-	PUNCT
easat-1627	133	9	producing	produce	VERB
easat-1627	133	10	land	land	NOUN
easat-1627	133	11	,	,	PUNCT
easat-1627	133	12	and	and	CCONJ
easat-1627	133	13	rural	rural	ADJ
easat-1627	133	14	population	population	NOUN
easat-1627	133	15	were	be	AUX
easat-1627	133	16	used	use	VERB
easat-1627	133	17	by	by	ADP
easat-1627	133	18	the	the	DET
easat-1627	133	19	study	study	NOUN
easat-1627	133	20	.	.	PUNCT
easat-1627	134	1	unit	unit	NOUN
easat-1627	134	2	root	root	NOUN
easat-1627	134	3	tests	test	NOUN
easat-1627	134	4	of	of	ADP
easat-1627	134	5	the	the	DET
easat-1627	134	6	second	second	ADJ
easat-1627	134	7	generation	generation	NOUN
easat-1627	134	8	,	,	PUNCT
easat-1627	134	9	such	such	ADJ
easat-1627	134	10	as	as	ADP
easat-1627	134	11	cips	cip	NOUN
easat-1627	134	12	and	and	CCONJ
easat-1627	134	13	cadf	cadf	NOUN
easat-1627	134	14	,	,	PUNCT
easat-1627	134	15	are	be	AUX
easat-1627	134	16	applied	apply	VERB
easat-1627	134	17	so	so	SCONJ
easat-1627	134	18	as	as	SCONJ
easat-1627	134	19	to	to	PART
easat-1627	134	20	determine	determine	VERB
easat-1627	134	21	whether	whether	SCONJ
easat-1627	134	22	or	or	CCONJ
easat-1627	134	23	not	not	PART
easat-1627	134	24	the	the	DET
easat-1627	134	25	factors	factor	NOUN
easat-1627	134	26	remain	remain	VERB
easat-1627	134	27	stationary	stationary	ADJ
easat-1627	134	28	.	.	PUNCT
easat-1627	135	1	the	the	DET
easat-1627	135	2	models	model	NOUN
easat-1627	135	3	known	know	VERB
easat-1627	135	4	as	as	ADP
easat-1627	135	5	feasible	feasible	ADJ
easat-1627	135	6	generalized	generalized	ADJ
easat-1627	135	7	least	least	ADV
easat-1627	135	8	square	square	ADJ
easat-1627	135	9	(	(	PUNCT
easat-1627	135	10	fgls	fgls	PROPN
easat-1627	135	11	)	)	PUNCT
easat-1627	135	12	and	and	CCONJ
easat-1627	135	13	thoroughly	thoroughly	ADV
easat-1627	135	14	modified	modify	VERB
easat-1627	135	15	ordinary	ordinary	ADJ
easat-1627	135	16	least	least	ADJ
easat-1627	135	17	square	square	ADJ
easat-1627	135	18	(	(	PUNCT
easat-1627	135	19	fmols	fmol	NOUN
easat-1627	135	20	)	)	PUNCT
easat-1627	135	21	are	be	AUX
easat-1627	135	22	applied	apply	VERB
easat-1627	135	23	in	in	ADP
easat-1627	135	24	order	order	NOUN
easat-1627	135	25	to	to	PART
easat-1627	135	26	fulfill	fulfill	VERB
easat-1627	135	27	the	the	DET
easat-1627	135	28	goal	goal	NOUN
easat-1627	135	29	being	be	AUX
easat-1627	135	30	sought	seek	VERB
easat-1627	135	31	for	for	ADP
easat-1627	135	32	.	.	PUNCT
easat-1627	136	1	an	an	DET
easat-1627	136	2	increase	increase	NOUN
easat-1627	136	3	in	in	ADP
easat-1627	136	4	temperature	temperature	NOUN
easat-1627	136	5	,	,	PUNCT
easat-1627	136	6	as	as	SCONJ
easat-1627	136	7	indicated	indicate	VERB
easat-1627	136	8	by	by	ADP
easat-1627	136	9	the	the	DET
easat-1627	136	10	findings	finding	NOUN
easat-1627	136	11	of	of	ADP
easat-1627	136	12	the	the	DET
easat-1627	136	13	study	study	NOUN
easat-1627	136	14	,	,	PUNCT
easat-1627	136	15	leads	lead	VERB
easat-1627	136	16	to	to	ADP
easat-1627	136	17	a	a	DET
easat-1627	136	18	reduction	reduction	NOUN
easat-1627	136	19	in	in	ADP
easat-1627	136	20	the	the	DET
easat-1627	136	21	production	production	NOUN
easat-1627	136	22	of	of	ADP
easat-1627	136	23	cereal	cereal	NOUN
easat-1627	136	24	in	in	ADP
easat-1627	136	25	countries	country	NOUN
easat-1627	136	26	with	with	ADP
easat-1627	136	27	lower	lower	ADV
easat-1627	136	28	-	-	PUNCT
easat-1627	136	29	middle	middle	ADJ
easat-1627	136	30	incomes	income	NOUN
easat-1627	136	31	.	.	PUNCT
easat-1627	137	1	this	this	PRON
easat-1627	137	2	is	be	AUX
easat-1627	137	3	in	in	ADP
easat-1627	137	4	contrast	contrast	NOUN
easat-1627	137	5	to	to	ADP
easat-1627	137	6	the	the	DET
easat-1627	137	7	fact	fact	NOUN
easat-1627	137	8	that	that	SCONJ
easat-1627	137	9	rainfall	rainfall	NOUN
easat-1627	137	10	and	and	CCONJ
easat-1627	137	11	emissions	emission	NOUN
easat-1627	137	12	of	of	ADP
easat-1627	137	13	carbon	carbon	NOUN
easat-1627	137	14	dioxide	dioxide	NOUN
easat-1627	137	15	have	have	AUX
easat-1627	137	16	a	a	DET
easat-1627	137	17	positive	positive	ADJ
easat-1627	137	18	influence	influence	NOUN
easat-1627	137	19	on	on	ADP
easat-1627	137	20	the	the	DET
easat-1627	137	21	production	production	NOUN
easat-1627	137	22	of	of	ADP
easat-1627	137	23	cereal	cereal	NOUN
easat-1627	137	24	.	.	PUNCT
easat-1627	138	1	the	the	DET
easat-1627	138	2	temperature	temperature	NOUN
easat-1627	138	3	's	's	PART
easat-1627	138	4	negative	negative	ADJ
easat-1627	138	5	impacts	impact	NOUN
easat-1627	138	6	on	on	ADP
easat-1627	138	7	cereal	cereal	NOUN
easat-1627	138	8	output	output	NOUN
easat-1627	138	9	are	be	AUX
easat-1627	138	10	anticipated	anticipate	VERB
easat-1627	138	11	to	to	PART
easat-1627	138	12	have	have	VERB
easat-1627	138	13	significant	significant	ADJ
easat-1627	138	14	repercussions	repercussion	NOUN
easat-1627	138	15	for	for	ADP
easat-1627	138	16	the	the	DET
easat-1627	138	17	country	country	NOUN
easat-1627	138	18	's	's	PART
easat-1627	138	19	overall	overall	ADJ
easat-1627	138	20	food	food	NOUN
easat-1627	138	21	security	security	NOUN
easat-1627	138	22	.	.	PUNCT
easat-1627	139	1	3	3	X
easat-1627	139	2	.	.	X
easat-1627	139	3	methodological	methodological	ADJ
easat-1627	139	4	framework	framework	NOUN
easat-1627	139	5	this	this	DET
easat-1627	139	6	section	section	NOUN
easat-1627	139	7	provides	provide	VERB
easat-1627	139	8	a	a	DET
easat-1627	139	9	detailed	detailed	ADJ
easat-1627	139	10	account	account	NOUN
easat-1627	139	11	of	of	ADP
easat-1627	139	12	the	the	DET
easat-1627	139	13	data	datum	NOUN
easat-1627	139	14	source	source	NOUN
easat-1627	139	15	,	,	PUNCT
easat-1627	139	16	model	model	NOUN
easat-1627	139	17	specifications	specification	NOUN
easat-1627	139	18	,	,	PUNCT
easat-1627	139	19	and	and	CCONJ
easat-1627	139	20	estimation	estimation	NOUN
easat-1627	139	21	techniques	technique	NOUN
easat-1627	139	22	employed	employ	VERB
easat-1627	139	23	to	to	PART
easat-1627	139	24	investigate	investigate	VERB
easat-1627	139	25	the	the	DET
easat-1627	139	26	influence	influence	NOUN
easat-1627	139	27	of	of	ADP
easat-1627	139	28	climate	climate	NOUN
easat-1627	139	29	change	change	NOUN
easat-1627	139	30	on	on	ADP
easat-1627	139	31	crop	crop	NOUN
easat-1627	139	32	production	production	NOUN
easat-1627	139	33	,	,	PUNCT
easat-1627	139	34	with	with	ADP
easat-1627	139	35	crop	crop	NOUN
easat-1627	139	36	production	production	NOUN
easat-1627	139	37	(	(	PUNCT
easat-1627	139	38	cp	cp	NOUN
easat-1627	139	39	)	)	PUNCT
easat-1627	139	40	serving	serve	VERB
easat-1627	139	41	as	as	ADP
easat-1627	139	42	the	the	DET
easat-1627	139	43	dependent	dependent	ADJ
easat-1627	139	44	variable	variable	NOUN
easat-1627	139	45	.	.	PUNCT
easat-1627	140	1	the	the	DET
easat-1627	140	2	independent	independent	ADJ
easat-1627	140	3	variables	variable	NOUN
easat-1627	140	4	considered	consider	VERB
easat-1627	140	5	in	in	ADP
easat-1627	140	6	this	this	DET
easat-1627	140	7	study	study	NOUN
easat-1627	140	8	include	include	VERB
easat-1627	140	9	foreign	foreign	ADJ
easat-1627	140	10	direct	direct	ADJ
easat-1627	140	11	investment	investment	NOUN
easat-1627	140	12	(	(	PUNCT
easat-1627	140	13	fdi	fdi	PROPN
easat-1627	140	14	)	)	PUNCT
easat-1627	140	15	,	,	PUNCT
easat-1627	140	16	area	area	NOUN
easat-1627	140	17	harvested	harvest	VERB
easat-1627	140	18	(	(	PUNCT
easat-1627	140	19	ah	ah	INTJ
easat-1627	140	20	)	)	PUNCT
easat-1627	140	21	,	,	PUNCT
easat-1627	140	22	labour	labour	NOUN
easat-1627	140	23	force	force	NOUN
easat-1627	140	24	(	(	PUNCT
easat-1627	140	25	lf	lf	PROPN
easat-1627	140	26	)	)	PUNCT
easat-1627	140	27	,	,	PUNCT
easat-1627	140	28	rainfall	rainfall	NOUN
easat-1627	140	29	(	(	PUNCT
easat-1627	140	30	rf	rf	NOUN
easat-1627	140	31	)	)	PUNCT
easat-1627	140	32	,	,	PUNCT
easat-1627	140	33	and	and	CCONJ
easat-1627	140	34	annual	annual	ADJ
easat-1627	140	35	mean	mean	ADJ
easat-1627	140	36	temperature	temperature	NOUN
easat-1627	140	37	(	(	PUNCT
easat-1627	140	38	amt	amt	PROPN
easat-1627	140	39	)	)	PUNCT
easat-1627	140	40	.	.	PUNCT
easat-1627	141	1	among	among	ADP
easat-1627	141	2	these	these	DET
easat-1627	141	3	variables	variable	NOUN
easat-1627	141	4	,	,	PUNCT
easat-1627	141	5	the	the	DET
easat-1627	141	6	annual	annual	ADJ
easat-1627	141	7	mean	mean	ADJ
easat-1627	141	8	temperature	temperature	NOUN
easat-1627	141	9	and	and	CCONJ
easat-1627	141	10	annual	annual	ADJ
easat-1627	141	11	rainfall	rainfall	NOUN
easat-1627	141	12	are	be	AUX
easat-1627	141	13	utilized	utilize	VERB
easat-1627	141	14	as	as	ADP
easat-1627	141	15	proxies	proxy	NOUN
easat-1627	141	16	for	for	ADP
easat-1627	141	17	climate	climate	NOUN
easat-1627	141	18	change	change	NOUN
easat-1627	141	19	.	.	PUNCT
easat-1627	142	1	3.1	3.1	NUM
easat-1627	142	2	.	.	PUNCT
easat-1627	142	3	data	datum	NOUN
easat-1627	142	4	description	description	NOUN
easat-1627	142	5	1433	1433	NUM
easat-1627	142	6	edelweiss	edelweiss	PROPN
easat-1627	142	7	applied	apply	VERB
easat-1627	142	8	science	science	NOUN
easat-1627	142	9	and	and	CCONJ
easat-1627	142	10	technology	technology	NOUN
easat-1627	142	11	issn	issn	PROPN
easat-1627	142	12	:	:	PUNCT
easat-1627	142	13	2576	2576	NUM
easat-1627	142	14	-	-	SYM
easat-1627	142	15	8484	8484	NUM
easat-1627	142	16	vol	vol	NOUN
easat-1627	142	17	.	.	PROPN
easat-1627	142	18	8	8	NUM
easat-1627	142	19	,	,	PUNCT
easat-1627	142	20	no	no	INTJ
easat-1627	142	21	.	.	NOUN
easat-1627	142	22	4	4	NUM
easat-1627	142	23	:	:	SYM
easat-1627	142	24	1428	1428	NUM
easat-1627	142	25	-	-	SYM
easat-1627	142	26	1447	1447	NUM
easat-1627	142	27	,	,	PUNCT
easat-1627	142	28	2024	2024	NUM
easat-1627	142	29	doi	doi	NOUN
easat-1627	142	30	:	:	PUNCT
easat-1627	142	31	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	142	32	©	©	NOUN
easat-1627	142	33	2024	2024	NUM
easat-1627	142	34	by	by	ADP
easat-1627	142	35	the	the	DET
easat-1627	142	36	author	author	NOUN
easat-1627	142	37	;	;	PUNCT
easat-1627	142	38	licensee	licensee	PROPN
easat-1627	142	39	learning	learning	NOUN
easat-1627	142	40	gate	gate	VERB
easat-1627	142	41	the	the	DET
easat-1627	142	42	study	study	NOUN
easat-1627	142	43	's	's	PART
easat-1627	142	44	sample	sample	NOUN
easat-1627	142	45	duration	duration	NOUN
easat-1627	142	46	spans	span	NOUN
easat-1627	142	47	from	from	ADP
easat-1627	142	48	1990	1990	NUM
easat-1627	142	49	to	to	ADP
easat-1627	142	50	2022	2022	NUM
easat-1627	142	51	,	,	PUNCT
easat-1627	142	52	and	and	CCONJ
easat-1627	142	53	the	the	DET
easat-1627	142	54	data	datum	NOUN
easat-1627	142	55	is	be	AUX
easat-1627	142	56	obtained	obtain	VERB
easat-1627	142	57	from	from	ADP
easat-1627	142	58	diverse	diverse	ADJ
easat-1627	142	59	international	international	ADJ
easat-1627	142	60	open	open	ADJ
easat-1627	142	61	-	-	PUNCT
easat-1627	142	62	data	datum	NOUN
easat-1627	142	63	repositories	repository	NOUN
easat-1627	142	64	.	.	PUNCT
easat-1627	143	1	the	the	DET
easat-1627	143	2	data	datum	NOUN
easat-1627	143	3	of	of	ADP
easat-1627	143	4	labour	labour	ADJ
easat-1627	143	5	force	force	NOUN
easat-1627	143	6	,	,	PUNCT
easat-1627	143	7	rainfall	rainfall	NOUN
easat-1627	143	8	,	,	PUNCT
easat-1627	143	9	and	and	CCONJ
easat-1627	143	10	annual	annual	ADJ
easat-1627	143	11	mean	mean	ADJ
easat-1627	143	12	temperature	temperature	NOUN
easat-1627	143	13	have	have	AUX
easat-1627	143	14	been	be	AUX
easat-1627	143	15	collected	collect	VERB
easat-1627	143	16	from	from	ADP
easat-1627	143	17	(	(	PUNCT
easat-1627	143	18	world	world	PROPN
easat-1627	143	19	bank	bank	NOUN
easat-1627	143	20	,	,	PUNCT
easat-1627	143	21	2023	2023	NUM
easat-1627	143	22	)	)	PUNCT
easat-1627	143	23	;	;	PUNCT
easat-1627	143	24	whereas	whereas	SCONJ
easat-1627	143	25	the	the	DET
easat-1627	143	26	data	datum	NOUN
easat-1627	143	27	of	of	ADP
easat-1627	143	28	crop	crop	NOUN
easat-1627	143	29	production	production	NOUN
easat-1627	143	30	,	,	PUNCT
easat-1627	143	31	foreign	foreign	ADJ
easat-1627	143	32	direct	direct	ADJ
easat-1627	143	33	investment	investment	NOUN
easat-1627	143	34	,	,	PUNCT
easat-1627	143	35	and	and	CCONJ
easat-1627	143	36	area	area	NOUN
easat-1627	143	37	harvested	harvest	VERB
easat-1627	143	38	were	be	AUX
easat-1627	143	39	collected	collect	VERB
easat-1627	143	40	from	from	ADP
easat-1627	143	41	(	(	PUNCT
easat-1627	143	42	fao	fao	ADJ
easat-1627	143	43	,	,	PUNCT
easat-1627	143	44	2023	2023	NUM
easat-1627	143	45	)	)	PUNCT
easat-1627	143	46	.	.	PUNCT
easat-1627	144	1	table	table	NOUN
easat-1627	144	2	1	1	NUM
easat-1627	144	3	provides	provide	VERB
easat-1627	144	4	an	an	DET
easat-1627	144	5	overview	overview	NOUN
easat-1627	144	6	of	of	ADP
easat-1627	144	7	the	the	DET
easat-1627	144	8	variables	variable	NOUN
easat-1627	144	9	'	'	PART
easat-1627	144	10	description	description	NOUN
easat-1627	144	11	and	and	CCONJ
easat-1627	144	12	summary	summary	NOUN
easat-1627	144	13	statistics	statistic	NOUN
easat-1627	144	14	.	.	PUNCT
easat-1627	145	1	table	table	NOUN
easat-1627	145	2	1	1	NUM
easat-1627	145	3	.	.	PUNCT
easat-1627	146	1	variables	variable	NOUN
easat-1627	146	2	description	description	NOUN
easat-1627	146	3	.	.	PUNCT
easat-1627	147	1	acronym	acronym	NOUN
easat-1627	147	2	measure	measure	NOUN
easat-1627	147	3	unit	unit	NOUN
easat-1627	147	4	database	database	NOUN
easat-1627	147	5	cp	cp	NUM
easat-1627	147	6	crop	crop	NOUN
easat-1627	147	7	production	production	NOUN
easat-1627	147	8	100	100	NUM
easat-1627	147	9	g	g	NOUN
easat-1627	147	10	/	/	SYM
easat-1627	147	11	ha	ha	INTJ
easat-1627	147	12	faostat	faostat	PROPN
easat-1627	147	13	fdi	fdi	PROPN
easat-1627	147	14	foreign	foreign	ADJ
easat-1627	147	15	direct	direct	ADJ
easat-1627	147	16	investment	investment	NOUN
easat-1627	147	17	million	million	NUM
easat-1627	147	18	usd	usd	NOUN
easat-1627	147	19	faostat	faostat	NOUN
easat-1627	147	20	ah	ah	INTJ
easat-1627	147	21	area	area	NOUN
easat-1627	147	22	harvested	harvest	VERB
easat-1627	147	23	ha	ha	INTJ
easat-1627	147	24	faostat	faostat	PROPN
easat-1627	147	25	lf	lf	ADP
easat-1627	147	26	labour	labour	PROPN
easat-1627	147	27	force	force	PROPN
easat-1627	147	28	million	million	NUM
easat-1627	147	29	wdi	wdi	NOUN
easat-1627	147	30	rf	rf	NOUN
easat-1627	147	31	rain	rain	NOUN
easat-1627	147	32	fall	fall	VERB
easat-1627	147	33	mm	mm	PROPN
easat-1627	147	34	per	per	ADP
easat-1627	147	35	year	year	NOUN
easat-1627	147	36	wdi	wdi	PROPN
easat-1627	147	37	amt	amt	PROPN
easat-1627	147	38	annual	annual	ADJ
easat-1627	147	39	mean	mean	ADJ
easat-1627	147	40	-	-	PUNCT
easat-1627	147	41	temperature	temperature	NOUN
easat-1627	147	42	monthly	monthly	ADJ
easat-1627	147	43	average	average	ADJ
easat-1627	147	44	wdi	wdi	NOUN
easat-1627	147	45	3.2	3.2	NUM
easat-1627	147	46	.	.	PUNCT
easat-1627	148	1	bounds	bound	NOUN
easat-1627	148	2	test	test	VERB
easat-1627	148	3	/	/	SYM
easat-1627	148	4	autoregressive	autoregressive	ADJ
easat-1627	148	5	distributed	distribute	VERB
easat-1627	148	6	lag	lag	NOUN
easat-1627	148	7	(	(	PUNCT
easat-1627	148	8	ardl	ardl	NOUN
easat-1627	148	9	)	)	PUNCT
easat-1627	148	10	model	model	NOUN
easat-1627	148	11	the	the	DET
easat-1627	148	12	autoregressive	autoregressive	ADJ
easat-1627	148	13	distributed	distribute	VERB
easat-1627	148	14	lag	lag	NOUN
easat-1627	148	15	(	(	PUNCT
easat-1627	148	16	ardl	ardl	NOUN
easat-1627	148	17	)	)	PUNCT
easat-1627	148	18	bounds	bound	VERB
easat-1627	148	19	testing	test	VERB
easat-1627	148	20	approach	approach	NOUN
easat-1627	148	21	that	that	PRON
easat-1627	148	22	was	be	AUX
easat-1627	148	23	introduced	introduce	VERB
easat-1627	148	24	by	by	ADP
easat-1627	148	25	pesaran	pesaran	NOUN
easat-1627	148	26	(	(	PUNCT
easat-1627	148	27	1997	1997	NUM
easat-1627	148	28	)	)	PUNCT
easat-1627	148	29	is	be	AUX
easat-1627	148	30	utilized	utilize	VERB
easat-1627	148	31	in	in	ADP
easat-1627	148	32	this	this	DET
easat-1627	148	33	particular	particular	ADJ
easat-1627	148	34	study	study	NOUN
easat-1627	148	35	in	in	ADP
easat-1627	148	36	order	order	NOUN
easat-1627	148	37	to	to	PART
easat-1627	148	38	examine	examine	VERB
easat-1627	148	39	the	the	DET
easat-1627	148	40	long	long	ADJ
easat-1627	148	41	-	-	PUNCT
easat-1627	148	42	term	term	NOUN
easat-1627	148	43	cointegration	cointegration	NOUN
easat-1627	148	44	relationship	relationship	NOUN
easat-1627	148	45	that	that	PRON
easat-1627	148	46	exists	exist	VERB
easat-1627	148	47	between	between	ADP
easat-1627	148	48	the	the	DET
easat-1627	148	49	explanatory	explanatory	ADJ
easat-1627	148	50	factors	factor	NOUN
easat-1627	148	51	and	and	CCONJ
easat-1627	148	52	the	the	DET
easat-1627	148	53	dependent	dependent	ADJ
easat-1627	148	54	variables	variable	NOUN
easat-1627	148	55	,	,	PUNCT
easat-1627	148	56	as	as	ADV
easat-1627	148	57	well	well	ADV
easat-1627	148	58	as	as	ADP
easat-1627	148	59	to	to	PART
easat-1627	148	60	consider	consider	VERB
easat-1627	148	61	the	the	DET
easat-1627	148	62	short	short	ADJ
easat-1627	148	63	-	-	PUNCT
easat-1627	148	64	run	run	NOUN
easat-1627	148	65	dynamics	dynamic	NOUN
easat-1627	148	66	.	.	PUNCT
easat-1627	149	1	the	the	DET
easat-1627	149	2	ardl	ardl	NOUN
easat-1627	149	3	model	model	NOUN
easat-1627	149	4	offers	offer	VERB
easat-1627	149	5	advantages	advantage	NOUN
easat-1627	149	6	over	over	ADP
easat-1627	149	7	the	the	DET
easat-1627	149	8	engle	engle	NOUN
easat-1627	149	9	and	and	CCONJ
easat-1627	149	10	granger	granger	PROPN
easat-1627	149	11	(	(	PUNCT
easat-1627	149	12	1987	1987	NUM
easat-1627	149	13	)	)	PUNCT
easat-1627	149	14	and	and	CCONJ
easat-1627	149	15	johansen	johansen	PROPN
easat-1627	149	16	and	and	CCONJ
easat-1627	149	17	juselius	juselius	PROPN
easat-1627	149	18	(	(	PUNCT
easat-1627	149	19	1990	1990	NUM
easat-1627	149	20	)	)	PUNCT
easat-1627	149	21	models	model	NOUN
easat-1627	149	22	.	.	PUNCT
easat-1627	150	1	when	when	SCONJ
easat-1627	150	2	applying	apply	VERB
easat-1627	150	3	the	the	DET
easat-1627	150	4	ardl	ardl	NOUN
easat-1627	150	5	model	model	NOUN
easat-1627	150	6	,	,	PUNCT
easat-1627	150	7	it	it	PRON
easat-1627	150	8	is	be	AUX
easat-1627	150	9	important	important	ADJ
easat-1627	150	10	to	to	PART
easat-1627	150	11	consider	consider	VERB
easat-1627	150	12	that	that	SCONJ
easat-1627	150	13	the	the	DET
easat-1627	150	14	data	datum	NOUN
easat-1627	150	15	can	can	AUX
easat-1627	150	16	exhibit	exhibit	VERB
easat-1627	150	17	either	either	CCONJ
easat-1627	150	18	i(0	i(0	PROPN
easat-1627	150	19	)	)	PUNCT
easat-1627	150	20	or	or	CCONJ
easat-1627	150	21	i(1	i(1	PROPN
easat-1627	150	22	)	)	PUNCT
easat-1627	150	23	properties	property	NOUN
easat-1627	150	24	,	,	PUNCT
easat-1627	150	25	or	or	CCONJ
easat-1627	150	26	both	both	DET
easat-1627	150	27	combined	combine	VERB
easat-1627	150	28	.	.	PUNCT
easat-1627	151	1	however	however	ADV
easat-1627	151	2	,	,	PUNCT
easat-1627	151	3	it	it	PRON
easat-1627	151	4	is	be	AUX
easat-1627	151	5	crucial	crucial	ADJ
easat-1627	151	6	to	to	PART
easat-1627	151	7	note	note	VERB
easat-1627	151	8	that	that	SCONJ
easat-1627	151	9	the	the	DET
easat-1627	151	10	ardl	ardl	NOUN
easat-1627	151	11	approach	approach	NOUN
easat-1627	151	12	becomes	become	VERB
easat-1627	151	13	inappropriate	inappropriate	ADJ
easat-1627	151	14	if	if	SCONJ
easat-1627	151	15	any	any	DET
easat-1627	151	16	series	series	NOUN
easat-1627	151	17	are	be	AUX
easat-1627	151	18	integrated	integrate	VERB
easat-1627	151	19	at	at	ADP
easat-1627	151	20	a	a	DET
easat-1627	151	21	level	level	NOUN
easat-1627	151	22	two	two	NUM
easat-1627	151	23	or	or	CCONJ
easat-1627	151	24	above	above	ADJ
easat-1627	151	25	.	.	PUNCT
easat-1627	152	1	to	to	PART
easat-1627	152	2	ensure	ensure	VERB
easat-1627	152	3	that	that	SCONJ
easat-1627	152	4	none	none	NOUN
easat-1627	152	5	of	of	ADP
easat-1627	152	6	the	the	DET
easat-1627	152	7	series	series	NOUN
easat-1627	152	8	is	be	AUX
easat-1627	152	9	integrated	integrate	VERB
easat-1627	152	10	at	at	ADP
easat-1627	152	11	the	the	DET
easat-1627	152	12	second	second	ADJ
easat-1627	152	13	or	or	CCONJ
easat-1627	152	14	higher	high	ADJ
easat-1627	152	15	order	order	NOUN
easat-1627	152	16	,	,	PUNCT
easat-1627	152	17	examining	examine	VERB
easat-1627	152	18	the	the	DET
easat-1627	152	19	variables	variable	NOUN
easat-1627	152	20	'	'	PART
easat-1627	152	21	stationarity	stationarity	NOUN
easat-1627	152	22	is	be	AUX
easat-1627	152	23	essential	essential	ADJ
easat-1627	152	24	..	..	PUNCT
easat-1627	152	25	another	another	DET
easat-1627	152	26	benefit	benefit	NOUN
easat-1627	152	27	of	of	ADP
easat-1627	152	28	utilizing	utilize	VERB
easat-1627	152	29	the	the	DET
easat-1627	152	30	ardl	ardl	NOUN
easat-1627	152	31	model	model	NOUN
easat-1627	152	32	is	be	AUX
easat-1627	152	33	its	its	PRON
easat-1627	152	34	suitability	suitability	NOUN
easat-1627	152	35	for	for	ADP
easat-1627	152	36	small	small	ADJ
easat-1627	152	37	sample	sample	NOUN
easat-1627	152	38	sizes	size	NOUN
easat-1627	152	39	and	and	CCONJ
easat-1627	152	40	its	its	PRON
easat-1627	152	41	ability	ability	NOUN
easat-1627	152	42	to	to	PART
easat-1627	152	43	avoid	avoid	VERB
easat-1627	152	44	the	the	DET
easat-1627	152	45	issue	issue	NOUN
easat-1627	152	46	of	of	ADP
easat-1627	152	47	endogeneity	endogeneity	NOUN
easat-1627	152	48	.	.	PUNCT
easat-1627	153	1	as	as	SCONJ
easat-1627	153	2	stated	state	VERB
easat-1627	153	3	by	by	ADP
easat-1627	153	4	pesaran	pesaran	VERB
easat-1627	153	5	,	,	PUNCT
easat-1627	153	6	shin	shin	NOUN
easat-1627	153	7	,	,	PUNCT
easat-1627	153	8	and	and	CCONJ
easat-1627	153	9	smith	smith	PROPN
easat-1627	153	10	(	(	PUNCT
easat-1627	153	11	2001	2001	NUM
easat-1627	153	12	)	)	PUNCT
easat-1627	153	13	,	,	PUNCT
easat-1627	153	14	the	the	DET
easat-1627	153	15	boundaries	boundary	NOUN
easat-1627	153	16	test	test	NOUN
easat-1627	153	17	is	be	AUX
easat-1627	153	18	preferred	prefer	VERB
easat-1627	153	19	over	over	ADP
easat-1627	153	20	the	the	DET
easat-1627	153	21	johansen	johansen	PROPN
easat-1627	153	22	method	method	NOUN
easat-1627	153	23	of	of	ADP
easat-1627	153	24	cointegration	cointegration	NOUN
easat-1627	153	25	.	.	PUNCT
easat-1627	154	1	therefore	therefore	ADV
easat-1627	154	2	,	,	PUNCT
easat-1627	154	3	the	the	DET
easat-1627	154	4	pp	pp	ADJ
easat-1627	154	5	and	and	CCONJ
easat-1627	154	6	adf	adf	NOUN
easat-1627	154	7	tests	test	NOUN
easat-1627	154	8	to	to	PART
easat-1627	154	9	determine	determine	VERB
easat-1627	154	10	whether	whether	SCONJ
easat-1627	154	11	the	the	DET
easat-1627	154	12	variables	variable	NOUN
easat-1627	154	13	are	be	AUX
easat-1627	154	14	stationary	stationary	ADJ
easat-1627	154	15	,	,	PUNCT
easat-1627	154	16	which	which	PRON
easat-1627	154	17	is	be	AUX
easat-1627	154	18	crucial	crucial	ADJ
easat-1627	154	19	for	for	ADP
easat-1627	154	20	ensuring	ensure	VERB
easat-1627	154	21	their	their	PRON
easat-1627	154	22	stability	stability	NOUN
easat-1627	154	23	over	over	ADP
easat-1627	154	24	time	time	NOUN
easat-1627	154	25	.	.	PUNCT
easat-1627	155	1	results	result	NOUN
easat-1627	155	2	indicate	indicate	VERB
easat-1627	155	3	that	that	SCONJ
easat-1627	155	4	some	some	DET
easat-1627	155	5	variables	variable	NOUN
easat-1627	155	6	are	be	AUX
easat-1627	155	7	stationary	stationary	ADJ
easat-1627	155	8	at	at	ADP
easat-1627	155	9	the	the	DET
easat-1627	155	10	level	level	NOUN
easat-1627	155	11	,	,	PUNCT
easat-1627	155	12	while	while	SCONJ
easat-1627	155	13	others	other	NOUN
easat-1627	155	14	are	be	AUX
easat-1627	155	15	stationary	stationary	ADJ
easat-1627	155	16	at	at	ADP
easat-1627	155	17	first	first	ADJ
easat-1627	155	18	differencing	differencing	NOUN
easat-1627	155	19	.	.	PUNCT
easat-1627	156	1	this	this	PRON
easat-1627	156	2	suggests	suggest	VERB
easat-1627	156	3	that	that	SCONJ
easat-1627	156	4	the	the	DET
easat-1627	156	5	variables	variable	NOUN
easat-1627	156	6	are	be	AUX
easat-1627	156	7	suitable	suitable	ADJ
easat-1627	156	8	for	for	ADP
easat-1627	156	9	the	the	DET
easat-1627	156	10	ardl	ardl	NOUN
easat-1627	156	11	model	model	NOUN
easat-1627	156	12	,	,	PUNCT
easat-1627	156	13	which	which	PRON
easat-1627	156	14	can	can	AUX
easat-1627	156	15	handle	handle	VERB
easat-1627	156	16	both	both	DET
easat-1627	156	17	stationary	stationary	ADJ
easat-1627	156	18	levels	level	NOUN
easat-1627	156	19	.	.	PUNCT
easat-1627	157	1	additionally	additionally	ADV
easat-1627	157	2	,	,	PUNCT
easat-1627	157	3	the	the	DET
easat-1627	157	4	bounds	bound	NOUN
easat-1627	157	5	test	test	VERB
easat-1627	157	6	and	and	CCONJ
easat-1627	157	7	johansen	johansen	PROPN
easat-1627	157	8	cointegration	cointegration	PROPN
easat-1627	157	9	results	result	NOUN
easat-1627	157	10	demonstrate	demonstrate	VERB
easat-1627	157	11	whether	whether	SCONJ
easat-1627	157	12	the	the	DET
easat-1627	157	13	variables	variable	NOUN
easat-1627	157	14	are	be	AUX
easat-1627	157	15	cointegrating	cointegrate	VERB
easat-1627	157	16	..	..	PUNCT
easat-1627	157	17	cointegration	cointegration	NOUN
easat-1627	157	18	implies	imply	VERB
easat-1627	157	19	a	a	DET
easat-1627	157	20	long	long	ADJ
easat-1627	157	21	-	-	PUNCT
easat-1627	157	22	term	term	NOUN
easat-1627	157	23	relationship	relationship	NOUN
easat-1627	157	24	among	among	ADP
easat-1627	157	25	the	the	DET
easat-1627	157	26	variables	variable	NOUN
easat-1627	157	27	,	,	PUNCT
easat-1627	157	28	which	which	PRON
easat-1627	157	29	is	be	AUX
easat-1627	157	30	important	important	ADJ
easat-1627	157	31	for	for	ADP
easat-1627	157	32	analyzing	analyze	VERB
easat-1627	157	33	their	their	PRON
easat-1627	157	34	interactions	interaction	NOUN
easat-1627	157	35	and	and	CCONJ
easat-1627	157	36	dynamics	dynamic	NOUN
easat-1627	157	37	over	over	ADP
easat-1627	157	38	time	time	NOUN
easat-1627	157	39	.	.	PUNCT
easat-1627	158	1	the	the	DET
easat-1627	158	2	bounds	bound	NOUN
easat-1627	158	3	f	f	NOUN
easat-1627	158	4	-	-	PUNCT
easat-1627	158	5	statistics	statistic	NOUN
easat-1627	158	6	value	value	NOUN
easat-1627	158	7	exceeds	exceed	VERB
easat-1627	158	8	both	both	CCONJ
easat-1627	158	9	the	the	DET
easat-1627	158	10	lower	low	ADJ
easat-1627	158	11	and	and	CCONJ
easat-1627	158	12	upper	upper	ADJ
easat-1627	158	13	bounds	bound	NOUN
easat-1627	158	14	at	at	ADP
easat-1627	158	15	a	a	DET
easat-1627	158	16	99	99	NUM
easat-1627	158	17	%	%	NOUN
easat-1627	158	18	confidence	confidence	NOUN
easat-1627	158	19	level	level	NOUN
easat-1627	158	20	,	,	PUNCT
easat-1627	158	21	and	and	CCONJ
easat-1627	158	22	the	the	DET
easat-1627	158	23	johansen	johansen	PROPN
easat-1627	158	24	cointegration	cointegration	PROPN
easat-1627	158	25	results	result	NOUN
easat-1627	158	26	show	show	VERB
easat-1627	158	27	three	three	NUM
easat-1627	158	28	cointegrated	cointegrate	VERB
easat-1627	158	29	equations	equation	NOUN
easat-1627	158	30	,	,	PUNCT
easat-1627	158	31	further	far	ADV
easat-1627	158	32	supporting	support	VERB
easat-1627	158	33	the	the	DET
easat-1627	158	34	suitability	suitability	NOUN
easat-1627	158	35	of	of	ADP
easat-1627	158	36	the	the	DET
easat-1627	158	37	ardl	ardl	NOUN
easat-1627	158	38	model	model	NOUN
easat-1627	158	39	for	for	ADP
easat-1627	158	40	the	the	DET
easat-1627	158	41	study	study	NOUN
easat-1627	158	42	.	.	PUNCT
easat-1627	159	1	3.3	3.3	NUM
easat-1627	159	2	.	.	PUNCT
easat-1627	159	3	fully	fully	ADV
easat-1627	159	4	-	-	PUNCT
easat-1627	159	5	modified	modify	VERB
easat-1627	159	6	ols	ol	NOUN
easat-1627	159	7	(	(	PUNCT
easat-1627	159	8	fmols	fmol	NOUN
easat-1627	159	9	)	)	PUNCT
easat-1627	159	10	estimates	estimate	VERB
easat-1627	159	11	it	it	PRON
easat-1627	159	12	is	be	AUX
easat-1627	159	13	crucial	crucial	ADJ
easat-1627	159	14	to	to	PART
easat-1627	159	15	assess	assess	VERB
easat-1627	159	16	the	the	DET
easat-1627	159	17	sensitivity	sensitivity	NOUN
easat-1627	159	18	and	and	CCONJ
easat-1627	159	19	robustness	robustness	NOUN
easat-1627	159	20	of	of	ADP
easat-1627	159	21	the	the	DET
easat-1627	159	22	long	long	ADV
easat-1627	159	23	-	-	PUNCT
easat-1627	159	24	run	run	NOUN
easat-1627	159	25	parameters	parameter	NOUN
easat-1627	159	26	resulted	result	VERB
easat-1627	159	27	from	from	ADP
easat-1627	159	28	the	the	DET
easat-1627	159	29	ardl	ardl	NOUN
easat-1627	159	30	model	model	NOUN
easat-1627	159	31	before	before	ADP
easat-1627	159	32	making	make	VERB
easat-1627	159	33	a	a	DET
easat-1627	159	34	final	final	ADJ
easat-1627	159	35	decision	decision	NOUN
easat-1627	159	36	regarding	regard	VERB
easat-1627	159	37	the	the	DET
easat-1627	159	38	parameter	parameter	NOUN
easat-1627	159	39	estimates	estimate	NOUN
easat-1627	159	40	.	.	PUNCT
easat-1627	160	1	the	the	DET
easat-1627	160	2	fully	fully	ADV
easat-1627	160	3	modified	modify	VERB
easat-1627	160	4	ordinary	ordinary	ADJ
easat-1627	160	5	least	least	ADJ
easat-1627	160	6	squares	square	NOUN
easat-1627	160	7	(	(	PUNCT
easat-1627	160	8	fmols	fmol	NOUN
easat-1627	160	9	)	)	PUNCT
easat-1627	160	10	approach	approach	NOUN
easat-1627	160	11	,	,	PUNCT
easat-1627	160	12	which	which	PRON
easat-1627	160	13	was	be	AUX
easat-1627	160	14	developed	develop	VERB
easat-1627	160	15	by	by	ADP
easat-1627	160	16	phillips	phillip	NOUN
easat-1627	160	17	and	and	CCONJ
easat-1627	160	18	hansen	hansen	PROPN
easat-1627	160	19	(	(	PUNCT
easat-1627	160	20	1990	1990	NUM
easat-1627	160	21	)	)	PUNCT
easat-1627	160	22	,	,	PUNCT
easat-1627	160	23	and	and	CCONJ
easat-1627	160	24	the	the	DET
easat-1627	160	25	dynamic	dynamic	ADJ
easat-1627	160	26	ordinary	ordinary	ADJ
easat-1627	160	27	least	least	ADJ
easat-1627	160	28	squares	square	NOUN
easat-1627	160	29	(	(	PUNCT
easat-1627	160	30	dols	dol	NOUN
easat-1627	160	31	)	)	PUNCT
easat-1627	160	32	method	method	NOUN
easat-1627	160	33	,	,	PUNCT
easat-1627	160	34	which	which	PRON
easat-1627	160	35	was	be	AUX
easat-1627	160	36	presented	present	VERB
easat-1627	160	37	by	by	ADP
easat-1627	160	38	stock	stock	NOUN
easat-1627	160	39	and	and	CCONJ
easat-1627	160	40	watson	watson	PROPN
easat-1627	160	41	(	(	PUNCT
easat-1627	160	42	1993	1993	NUM
easat-1627	160	43	)	)	PUNCT
easat-1627	160	44	,	,	PUNCT
easat-1627	160	45	are	be	AUX
easat-1627	160	46	both	both	PRON
easat-1627	160	47	utilized	utilize	VERB
easat-1627	160	48	in	in	ADP
easat-1627	160	49	the	the	DET
easat-1627	160	50	process	process	NOUN
easat-1627	160	51	of	of	ADP
easat-1627	160	52	re	re	VERB
easat-1627	160	53	-	-	VERB
easat-1627	160	54	estimating	estimate	VERB
easat-1627	160	55	the	the	DET
easat-1627	160	56	model	model	NOUN
easat-1627	160	57	.	.	PUNCT
easat-1627	161	1	this	this	PRON
easat-1627	161	2	is	be	AUX
easat-1627	161	3	done	do	VERB
easat-1627	161	4	in	in	ADP
easat-1627	161	5	order	order	NOUN
easat-1627	161	6	to	to	PART
easat-1627	161	7	guarantee	guarantee	VERB
easat-1627	161	8	the	the	DET
easat-1627	161	9	accuracy	accuracy	NOUN
easat-1627	161	10	of	of	ADP
easat-1627	161	11	the	the	DET
easat-1627	161	12	estimates	estimate	NOUN
easat-1627	161	13	.	.	PUNCT
easat-1627	162	1	this	this	DET
easat-1627	162	2	approach	approach	NOUN
easat-1627	162	3	allows	allow	VERB
easat-1627	162	4	for	for	ADP
easat-1627	162	5	a	a	DET
easat-1627	162	6	comprehensive	comprehensive	ADJ
easat-1627	162	7	assessment	assessment	NOUN
easat-1627	162	8	of	of	ADP
easat-1627	162	9	the	the	DET
easat-1627	162	10	model	model	NOUN
easat-1627	162	11	's	's	PART
easat-1627	162	12	robustness	robustness	NOUN
easat-1627	162	13	.	.	PUNCT
easat-1627	163	1	the	the	DET
easat-1627	163	2	equation	equation	NOUN
easat-1627	163	3	(	(	PUNCT
easat-1627	163	4	1	1	NUM
easat-1627	163	5	)	)	PUNCT
easat-1627	163	6	for	for	ADP
easat-1627	163	7	fmols	fmol	NOUN
easat-1627	163	8	is	be	AUX
easat-1627	163	9	as	as	SCONJ
easat-1627	163	10	follows	follow	VERB
easat-1627	163	11	:	:	PUNCT
easat-1627	163	12	�	�	PROPN
easat-1627	163	13	̂	̂	SYM
easat-1627	163	14	�	�	PROPN
easat-1627	163	15	𝐹𝑀𝑂𝐿𝑆=(∑	𝐹𝑀𝑂𝐿𝑆=(∑	VERB
easat-1627	163	16	𝑍𝑡𝑍𝑡	𝑍𝑡𝑍𝑡	PROPN
easat-1627	163	17	′𝑡	′𝑡	PROPN
easat-1627	163	18	𝑡=1	𝑡=1	PROPN
easat-1627	163	19	)	)	PUNCT
easat-1627	163	20	−1	−1	NOUN
easat-1627	163	21	(	(	PUNCT
easat-1627	163	22	∑	∑	PUNCT
easat-1627	163	23	𝑍𝑡𝑍𝑡	𝑍𝑡𝑍𝑡	VERB
easat-1627	163	24	+	+	CCONJ
easat-1627	163	25	−	−	PROPN
easat-1627	163	26	𝑇[𝜆12	𝑇[𝜆12	NOUN
easat-1627	163	27	+	+	CCONJ
easat-1627	163	28	]	]	X
easat-1627	163	29	𝑡	𝑡	X
easat-1627	163	30	𝑡−1	𝑡−1	PROPN
easat-1627	163	31	)	)	PUNCT
easat-1627	163	32	(	(	PUNCT
easat-1627	163	33	1	1	X
easat-1627	163	34	)	)	PUNCT
easat-1627	163	35	where	where	SCONJ
easat-1627	163	36	the	the	DET
easat-1627	163	37	endogeneity	endogeneity	NOUN
easat-1627	163	38	and	and	CCONJ
easat-1627	163	39	serial	serial	ADJ
easat-1627	163	40	correlation	correlation	NOUN
easat-1627	163	41	are	be	AUX
easat-1627	163	42	corrected	correct	VERB
easat-1627	163	43	by	by	ADP
easat-1627	163	44	𝑌𝑡	𝑌𝑡	PROPN
easat-1627	163	45	+	+	CCONJ
easat-1627	163	46	and	and	CCONJ
easat-1627	163	47	𝑌12	𝑌12	PROPN
easat-1627	163	48	+	+	NUM
easat-1627	163	49	terms	term	NOUN
easat-1627	163	50	.	.	PUNCT
easat-1627	164	1	1434	1434	NUM
easat-1627	164	2	edelweiss	edelweiss	PROPN
easat-1627	164	3	applied	apply	VERB
easat-1627	164	4	science	science	NOUN
easat-1627	164	5	and	and	CCONJ
easat-1627	164	6	technology	technology	NOUN
easat-1627	164	7	issn	issn	PROPN
easat-1627	164	8	:	:	PUNCT
easat-1627	164	9	2576	2576	NUM
easat-1627	164	10	-	-	SYM
easat-1627	164	11	8484	8484	NUM
easat-1627	164	12	vol	vol	NOUN
easat-1627	164	13	.	.	PROPN
easat-1627	164	14	8	8	NUM
easat-1627	164	15	,	,	PUNCT
easat-1627	164	16	no	no	INTJ
easat-1627	164	17	.	.	NOUN
easat-1627	164	18	4	4	NUM
easat-1627	164	19	:	:	SYM
easat-1627	164	20	1428	1428	NUM
easat-1627	164	21	-	-	SYM
easat-1627	164	22	1447	1447	NUM
easat-1627	164	23	,	,	PUNCT
easat-1627	164	24	2024	2024	NUM
easat-1627	164	25	doi	doi	NOUN
easat-1627	164	26	:	:	PUNCT
easat-1627	164	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	164	28	©	©	NOUN
easat-1627	164	29	2024	2024	NUM
easat-1627	164	30	by	by	ADP
easat-1627	164	31	the	the	DET
easat-1627	164	32	author	author	NOUN
easat-1627	164	33	;	;	PUNCT
easat-1627	164	34	licensee	licensee	PROPN
easat-1627	164	35	learning	learning	NOUN
easat-1627	164	36	gate	gate	NOUN
easat-1627	164	37	3.4	3.4	NUM
easat-1627	164	38	.	.	PUNCT
easat-1627	165	1	the	the	DET
easat-1627	165	2	dynamic	dynamic	ADJ
easat-1627	165	3	ols	ol	NOUN
easat-1627	165	4	estimates	estimate	VERB
easat-1627	165	5	the	the	DET
easat-1627	165	6	dynamic	dynamic	ADJ
easat-1627	165	7	ordinary	ordinary	ADJ
easat-1627	165	8	least	least	ADJ
easat-1627	165	9	squares	square	NOUN
easat-1627	165	10	(	(	PUNCT
easat-1627	165	11	dols	dol	NOUN
easat-1627	165	12	)	)	PUNCT
easat-1627	165	13	method	method	NOUN
easat-1627	165	14	,	,	PUNCT
easat-1627	165	15	developed	develop	VERB
easat-1627	165	16	by	by	ADP
easat-1627	165	17	saikkonen	saikkonen	PROPN
easat-1627	165	18	(	(	PUNCT
easat-1627	165	19	1991	1991	NUM
easat-1627	165	20	)	)	PUNCT
easat-1627	165	21	and	and	CCONJ
easat-1627	165	22	further	far	ADV
easat-1627	165	23	refined	refine	VERB
easat-1627	165	24	by	by	ADP
easat-1627	165	25	stock	stock	NOUN
easat-1627	165	26	and	and	CCONJ
easat-1627	165	27	watson	watson	PROPN
easat-1627	165	28	(	(	PUNCT
easat-1627	165	29	1993	1993	NUM
easat-1627	165	30	)	)	PUNCT
easat-1627	165	31	,	,	PUNCT
easat-1627	165	32	employs	employ	VERB
easat-1627	165	33	a	a	DET
easat-1627	165	34	parametric	parametric	ADJ
easat-1627	165	35	method	method	NOUN
easat-1627	165	36	to	to	PART
easat-1627	165	37	estimate	estimate	VERB
easat-1627	165	38	a	a	DET
easat-1627	165	39	long	long	ADV
easat-1627	165	40	-	-	PUNCT
easat-1627	165	41	run	run	NOUN
easat-1627	165	42	relationship	relationship	NOUN
easat-1627	165	43	within	within	ADP
easat-1627	165	44	a	a	DET
easat-1627	165	45	model	model	NOUN
easat-1627	165	46	where	where	SCONJ
easat-1627	165	47	the	the	DET
easat-1627	165	48	variables	variable	NOUN
easat-1627	165	49	exhibit	exhibit	VERB
easat-1627	165	50	different	different	ADJ
easat-1627	165	51	orders	order	NOUN
easat-1627	165	52	of	of	ADP
easat-1627	165	53	integration	integration	NOUN
easat-1627	165	54	but	but	CCONJ
easat-1627	165	55	remain	remain	VERB
easat-1627	165	56	cointegrated	cointegrated	ADJ
easat-1627	165	57	(	(	PUNCT
easat-1627	165	58	masih	masih	PROPN
easat-1627	165	59	&	&	CCONJ
easat-1627	165	60	masih	masih	PROPN
easat-1627	165	61	,	,	PUNCT
easat-1627	165	62	1996	1996	NUM
easat-1627	165	63	)	)	PUNCT
easat-1627	165	64	.	.	PUNCT
easat-1627	166	1	this	this	DET
easat-1627	166	2	technique	technique	NOUN
easat-1627	166	3	allows	allow	VERB
easat-1627	166	4	for	for	ADP
easat-1627	166	5	the	the	DET
easat-1627	166	6	estimation	estimation	NOUN
easat-1627	166	7	of	of	ADP
easat-1627	166	8	a	a	DET
easat-1627	166	9	robust	robust	ADJ
easat-1627	166	10	long	long	ADJ
easat-1627	166	11	-	-	PUNCT
easat-1627	166	12	term	term	NOUN
easat-1627	166	13	link	link	NOUN
easat-1627	166	14	between	between	ADP
easat-1627	166	15	the	the	DET
easat-1627	166	16	variables	variable	NOUN
easat-1627	166	17	..	..	PUNCT
easat-1627	167	1	the	the	DET
easat-1627	167	2	dols	dol	NOUN
easat-1627	167	3	method	method	NOUN
easat-1627	167	4	,	,	PUNCT
easat-1627	167	5	as	as	SCONJ
easat-1627	167	6	described	describe	VERB
easat-1627	167	7	by	by	ADP
easat-1627	167	8	kurozumi	kurozumi	PROPN
easat-1627	167	9	and	and	CCONJ
easat-1627	167	10	hayakawa	hayakawa	PROPN
easat-1627	167	11	(	(	PUNCT
easat-1627	167	12	2009	2009	NUM
easat-1627	167	13	)	)	PUNCT
easat-1627	167	14	,	,	PUNCT
easat-1627	167	15	not	not	PART
easat-1627	167	16	only	only	ADV
easat-1627	167	17	eliminates	eliminate	VERB
easat-1627	167	18	the	the	DET
easat-1627	167	19	problem	problem	NOUN
easat-1627	167	20	of	of	ADP
easat-1627	167	21	small	small	ADJ
easat-1627	167	22	sample	sample	NOUN
easat-1627	167	23	bias	bias	NOUN
easat-1627	167	24	,	,	PUNCT
easat-1627	167	25	but	but	CCONJ
easat-1627	167	26	it	it	PRON
easat-1627	167	27	also	also	ADV
easat-1627	167	28	reduces	reduce	VERB
easat-1627	167	29	the	the	DET
easat-1627	167	30	impact	impact	NOUN
easat-1627	167	31	of	of	ADP
easat-1627	167	32	simultaneity	simultaneity	NOUN
easat-1627	167	33	bias	bias	NOUN
easat-1627	167	34	by	by	ADP
easat-1627	167	35	combining	combine	VERB
easat-1627	167	36	both	both	DET
easat-1627	167	37	leads	lead	NOUN
easat-1627	167	38	and	and	CCONJ
easat-1627	167	39	lags	lag	VERB
easat-1627	167	40	into	into	ADP
easat-1627	167	41	the	the	DET
easat-1627	167	42	method	method	NOUN
easat-1627	167	43	of	of	ADP
easat-1627	167	44	analysis	analysis	NOUN
easat-1627	167	45	.	.	PUNCT
easat-1627	168	1	the	the	DET
easat-1627	168	2	least	least	ADJ
easat-1627	168	3	squares	square	NOUN
easat-1627	168	4	estimates	estimate	NOUN
easat-1627	168	5	,	,	PUNCT
easat-1627	168	6	which	which	PRON
easat-1627	168	7	are	be	AUX
easat-1627	168	8	unbiased	unbiased	ADJ
easat-1627	168	9	and	and	CCONJ
easat-1627	168	10	efficient	efficient	ADJ
easat-1627	168	11	even	even	ADV
easat-1627	168	12	in	in	ADP
easat-1627	168	13	the	the	DET
easat-1627	168	14	face	face	NOUN
easat-1627	168	15	of	of	ADP
easat-1627	168	16	endogeneity	endogeneity	NOUN
easat-1627	168	17	problems	problem	NOUN
easat-1627	168	18	,	,	PUNCT
easat-1627	168	19	serve	serve	VERB
easat-1627	168	20	as	as	ADP
easat-1627	168	21	the	the	DET
easat-1627	168	22	basis	basis	NOUN
easat-1627	168	23	for	for	ADP
easat-1627	168	24	the	the	DET
easat-1627	168	25	estimators	estimator	NOUN
easat-1627	168	26	employed	employ	VERB
easat-1627	168	27	in	in	ADP
easat-1627	168	28	dols	dol	NOUN
easat-1627	168	29	.	.	PUNCT
easat-1627	169	1	the	the	DET
easat-1627	169	2	equation	equation	NOUN
easat-1627	169	3	(	(	PUNCT
easat-1627	169	4	2	2	NUM
easat-1627	169	5	)	)	PUNCT
easat-1627	169	6	for	for	ADP
easat-1627	169	7	dols	dol	NOUN
easat-1627	169	8	is	be	AUX
easat-1627	169	9	as	as	SCONJ
easat-1627	169	10	follows	follow	VERB
easat-1627	169	11	:	:	PUNCT
easat-1627	169	12	𝑦𝑡	𝑦𝑡	NOUN
easat-1627	169	13	=	=	PUNCT
easat-1627	170	1	𝑎	𝑎	PROPN
easat-1627	170	2	+	+	X
easat-1627	170	3	𝑏𝑋𝑡	𝑏𝑋𝑡	NOUN
easat-1627	170	4	+	+	CCONJ
easat-1627	170	5	∑	∑	PUNCT
easat-1627	170	6	∅∆𝑋𝑡+𝑖	∅∆𝑋𝑡+𝑖	NOUN
easat-1627	171	1	+	+	ADP
easat-1627	171	2	∈𝑡	∈𝑡	PROPN
easat-1627	171	3	𝑖=𝑘	𝑖=𝑘	X
easat-1627	171	4	𝑖=−𝑘	𝑖=−𝑘	PROPN
easat-1627	171	5	(	(	PUNCT
easat-1627	171	6	2	2	NUM
easat-1627	171	7	)	)	PUNCT
easat-1627	171	8	in	in	ADP
easat-1627	171	9	equation	equation	NOUN
easat-1627	171	10	(	(	PUNCT
easat-1627	171	11	2	2	NUM
easat-1627	171	12	)	)	PUNCT
easat-1627	171	13	,	,	PUNCT
easat-1627	171	14	the	the	DET
easat-1627	171	15	parameter	parameter	NOUN
easat-1627	171	16	“	"	PUNCT
easat-1627	171	17	b	b	NOUN
easat-1627	171	18	”	"	PUNCT
easat-1627	171	19	represents	represent	VERB
easat-1627	171	20	the	the	DET
easat-1627	171	21	long	long	ADV
easat-1627	171	22	-	-	PUNCT
easat-1627	171	23	run	run	NOUN
easat-1627	171	24	elasticity	elasticity	NOUN
easat-1627	171	25	.	.	PUNCT
easat-1627	172	1	the	the	DET
easat-1627	172	2	coefficients	coefficient	NOUN
easat-1627	172	3	“	"	PUNCT
easat-1627	172	4	∅𝑠	∅𝑠	NOUN
easat-1627	172	5	”	"	PUNCT
easat-1627	172	6	correspond	correspond	NOUN
easat-1627	172	7	to	to	ADP
easat-1627	172	8	the	the	DET
easat-1627	172	9	leads	lead	NOUN
easat-1627	172	10	and	and	CCONJ
easat-1627	172	11	lags	lag	VERB
easat-1627	172	12	differences	difference	NOUN
easat-1627	172	13	of	of	ADP
easat-1627	172	14	the	the	DET
easat-1627	172	15	i(1	i(1	NOUN
easat-1627	172	16	)	)	PUNCT
easat-1627	172	17	.	.	PUNCT
easat-1627	173	1	according	accord	VERB
easat-1627	173	2	to	to	ADP
easat-1627	173	3	herzer	herzer	NOUN
easat-1627	173	4	and	and	CCONJ
easat-1627	173	5	nowak	nowak	PROPN
easat-1627	173	6	-	-	PUNCT
easat-1627	173	7	lehmann	lehmann	PROPN
easat-1627	173	8	(	(	PUNCT
easat-1627	173	9	2006	2006	NUM
easat-1627	173	10	)	)	PUNCT
easat-1627	173	11	,	,	PUNCT
easat-1627	173	12	the	the	DET
easat-1627	173	13	coefficients	coefficient	NOUN
easat-1627	173	14	mentioned	mention	VERB
easat-1627	173	15	above	above	ADV
easat-1627	173	16	are	be	AUX
easat-1627	173	17	regarded	regard	VERB
easat-1627	173	18	as	as	ADP
easat-1627	173	19	nuisance	nuisance	ADJ
easat-1627	173	20	parameters	parameter	NOUN
easat-1627	173	21	,	,	PUNCT
easat-1627	173	22	and	and	CCONJ
easat-1627	173	23	their	their	PRON
easat-1627	173	24	purpose	purpose	NOUN
easat-1627	173	25	is	be	AUX
easat-1627	173	26	to	to	PART
easat-1627	173	27	account	account	VERB
easat-1627	173	28	for	for	ADP
easat-1627	173	29	potential	potential	ADJ
easat-1627	173	30	issues	issue	NOUN
easat-1627	173	31	such	such	ADJ
easat-1627	173	32	as	as	ADP
easat-1627	173	33	endogeneity	endogeneity	NOUN
easat-1627	173	34	,	,	PUNCT
easat-1627	173	35	autocorrelation	autocorrelation	NOUN
easat-1627	173	36	,	,	PUNCT
easat-1627	173	37	and	and	CCONJ
easat-1627	173	38	non	non	ADJ
easat-1627	173	39	-	-	ADJ
easat-1627	173	40	normal	normal	ADJ
easat-1627	173	41	residuals	residual	NOUN
easat-1627	173	42	.	.	PUNCT
easat-1627	174	1	they	they	PRON
easat-1627	174	2	play	play	VERB
easat-1627	174	3	a	a	DET
easat-1627	174	4	crucial	crucial	ADJ
easat-1627	174	5	role	role	NOUN
easat-1627	174	6	in	in	ADP
easat-1627	174	7	the	the	DET
easat-1627	174	8	adjustment	adjustment	NOUN
easat-1627	174	9	process	process	NOUN
easat-1627	174	10	.	.	PUNCT
easat-1627	175	1	3.5	3.5	NUM
easat-1627	175	2	.	.	PUNCT
easat-1627	175	3	model	model	NOUN
easat-1627	175	4	specification	specification	NOUN
easat-1627	175	5	aside	aside	ADV
easat-1627	175	6	from	from	ADP
easat-1627	175	7	annual	annual	ADJ
easat-1627	175	8	mean	mean	ADJ
easat-1627	175	9	temperature	temperature	NOUN
easat-1627	175	10	and	and	CCONJ
easat-1627	175	11	precipitation	precipitation	NOUN
easat-1627	175	12	changes	change	NOUN
easat-1627	175	13	,	,	PUNCT
easat-1627	175	14	numerous	numerous	ADJ
easat-1627	175	15	factors	factor	NOUN
easat-1627	175	16	can	can	AUX
easat-1627	175	17	impact	impact	VERB
easat-1627	175	18	the	the	DET
easat-1627	175	19	crop	crop	NOUN
easat-1627	175	20	production	production	NOUN
easat-1627	175	21	in	in	ADP
easat-1627	175	22	somalia	somalia	PROPN
easat-1627	175	23	.	.	PUNCT
easat-1627	176	1	these	these	DET
easat-1627	176	2	factors	factor	NOUN
easat-1627	176	3	include	include	VERB
easat-1627	176	4	area	area	NOUN
easat-1627	176	5	under	under	ADP
easat-1627	176	6	cultivation	cultivation	NOUN
easat-1627	176	7	,	,	PUNCT
easat-1627	176	8	water	water	NOUN
easat-1627	176	9	availability	availability	NOUN
easat-1627	176	10	,	,	PUNCT
easat-1627	176	11	specific	specific	ADJ
easat-1627	176	12	crop	crop	NOUN
easat-1627	176	13	prices	price	NOUN
easat-1627	176	14	,	,	PUNCT
easat-1627	176	15	fertilizer	fertilizer	NOUN
easat-1627	176	16	usage	usage	NOUN
easat-1627	176	17	,	,	PUNCT
easat-1627	176	18	seed	seed	NOUN
easat-1627	176	19	quality	quality	NOUN
easat-1627	176	20	,	,	PUNCT
easat-1627	176	21	improved	improved	ADJ
easat-1627	176	22	seed	seed	NOUN
easat-1627	176	23	quality	quality	NOUN
easat-1627	176	24	,	,	PUNCT
easat-1627	176	25	prices	price	NOUN
easat-1627	176	26	of	of	ADP
easat-1627	176	27	substitute	substitute	NOUN
easat-1627	176	28	and	and	CCONJ
easat-1627	176	29	complementary	complementary	ADJ
easat-1627	176	30	goods	good	NOUN
easat-1627	176	31	,	,	PUNCT
easat-1627	176	32	concentration	concentration	NOUN
easat-1627	176	33	of	of	ADP
easat-1627	176	34	co2	co2	NOUN
easat-1627	176	35	,	,	PUNCT
easat-1627	176	36	and	and	CCONJ
easat-1627	176	37	access	access	NOUN
easat-1627	176	38	to	to	ADP
easat-1627	176	39	credit	credit	NOUN
easat-1627	176	40	and	and	CCONJ
easat-1627	176	41	microfinance	microfinance	NOUN
easat-1627	176	42	.	.	PUNCT
easat-1627	177	1	the	the	DET
easat-1627	177	2	model	model	NOUN
easat-1627	177	3	's	's	PART
easat-1627	177	4	capacity	capacity	NOUN
easat-1627	177	5	to	to	PART
easat-1627	177	6	incorporate	incorporate	VERB
easat-1627	177	7	particular	particular	ADJ
easat-1627	177	8	explanatory	explanatory	ADJ
easat-1627	177	9	variables	variable	NOUN
easat-1627	177	10	has	have	AUX
easat-1627	177	11	been	be	AUX
easat-1627	177	12	hindered	hinder	VERB
easat-1627	177	13	as	as	ADP
easat-1627	177	14	a	a	DET
easat-1627	177	15	result	result	NOUN
easat-1627	177	16	of	of	ADP
easat-1627	177	17	the	the	DET
easat-1627	177	18	absence	absence	NOUN
easat-1627	177	19	of	of	ADP
easat-1627	177	20	data	datum	NOUN
easat-1627	177	21	for	for	ADP
easat-1627	177	22	significant	significant	ADJ
easat-1627	177	23	variables	variable	NOUN
easat-1627	177	24	from	from	ADP
easat-1627	177	25	the	the	DET
easat-1627	177	26	years	year	NOUN
easat-1627	177	27	1990	1990	NUM
easat-1627	177	28	to	to	ADP
easat-1627	177	29	2022	2022	NUM
easat-1627	177	30	.	.	PUNCT
easat-1627	178	1	the	the	DET
easat-1627	178	2	expression	expression	NOUN
easat-1627	178	3	of	of	ADP
easat-1627	178	4	the	the	DET
easat-1627	178	5	function	function	NOUN
easat-1627	178	6	can	can	AUX
easat-1627	178	7	be	be	AUX
easat-1627	178	8	found	find	VERB
easat-1627	178	9	in	in	ADP
easat-1627	178	10	equation	equation	NOUN
easat-1627	178	11	(	(	PUNCT
easat-1627	178	12	3	3	NUM
easat-1627	178	13	)	)	PUNCT
easat-1627	178	14	,	,	PUNCT
easat-1627	178	15	which	which	PRON
easat-1627	178	16	is	be	AUX
easat-1627	178	17	explained	explain	VERB
easat-1627	178	18	below	below	ADV
easat-1627	178	19	.	.	PUNCT
easat-1627	179	1	𝐶𝑃	𝐶𝑃	PROPN
easat-1627	179	2	=	=	SYM
easat-1627	179	3	𝑓(𝐹𝐷𝐼	𝑓(𝐹𝐷𝐼	PROPN
easat-1627	179	4	,	,	PUNCT
easat-1627	179	5	𝐴𝐻	𝐴𝐻	PROPN
easat-1627	179	6	,	,	PUNCT
easat-1627	179	7	𝐿𝐹	𝐿𝐹	PROPN
easat-1627	179	8	,	,	PUNCT
easat-1627	179	9	𝑅𝐹	𝑅𝐹	PROPN
easat-1627	179	10	,	,	PUNCT
easat-1627	179	11	𝐴𝑀𝑇	𝐴𝑀𝑇	PROPN
easat-1627	179	12	)	)	PUNCT
easat-1627	179	13	(	(	PUNCT
easat-1627	179	14	3	3	X
easat-1627	179	15	)	)	PUNCT
easat-1627	179	16	𝑙𝑛𝐶𝑃𝑡	𝑙𝑛𝐶𝑃𝑡	NOUN
easat-1627	180	1	=	=	NOUN
easat-1627	180	2	𝛽0	𝛽0	NOUN
easat-1627	180	3	+	+	CCONJ
easat-1627	180	4	𝛽1	𝛽1	NOUN
easat-1627	180	5	𝑙𝑛𝐹𝐷𝐼𝑡	𝑙𝑛𝐹𝐷𝐼𝑡	NOUN
easat-1627	180	6	+	+	CCONJ
easat-1627	180	7	𝛽2𝑙𝑛𝐴𝐻𝑡	𝛽2𝑙𝑛𝐴𝐻𝑡	NOUN
easat-1627	180	8	+	+	CCONJ
easat-1627	180	9	𝛽3𝑙𝑛𝐿𝐹𝑡	𝛽3𝑙𝑛𝐿𝐹𝑡	NOUN
easat-1627	180	10	+	+	CCONJ
easat-1627	180	11	𝛽4𝑙𝑛𝑅𝐹𝑡	𝛽4𝑙𝑛𝑅𝐹𝑡	NOUN
easat-1627	180	12	+	+	CCONJ
easat-1627	180	13	𝛽5𝑙𝑛𝐴𝑀𝑇𝑡	𝛽5𝑙𝑛𝐴𝑀𝑇𝑡	PROPN
easat-1627	180	14	+	+	CCONJ
easat-1627	180	15	𝜇𝑡	𝜇𝑡	X
easat-1627	180	16	(	(	PUNCT
easat-1627	180	17	4	4	NUM
easat-1627	180	18	)	)	PUNCT
easat-1627	180	19	to	to	PART
easat-1627	180	20	address	address	VERB
easat-1627	180	21	heteroskedasticity	heteroskedasticity	NOUN
easat-1627	180	22	and	and	CCONJ
easat-1627	180	23	facilitate	facilitate	VERB
easat-1627	180	24	the	the	DET
easat-1627	180	25	interpretation	interpretation	NOUN
easat-1627	180	26	in	in	ADP
easat-1627	180	27	terms	term	NOUN
easat-1627	180	28	of	of	ADP
easat-1627	180	29	elasticity	elasticity	NOUN
easat-1627	180	30	,	,	PUNCT
easat-1627	180	31	the	the	DET
easat-1627	180	32	variables	variable	NOUN
easat-1627	180	33	are	be	AUX
easat-1627	180	34	logarithmically	logarithmically	ADV
easat-1627	180	35	transformed	transform	VERB
easat-1627	180	36	.	.	PUNCT
easat-1627	181	1	where	where	SCONJ
easat-1627	181	2	𝑙𝑛𝐶𝑃	𝑙𝑛𝐶𝑃	NOUN
easat-1627	181	3	shows	show	VERB
easat-1627	181	4	the	the	DET
easat-1627	181	5	natural	natural	ADJ
easat-1627	181	6	logarithm	logarithm	NOUN
easat-1627	181	7	of	of	ADP
easat-1627	181	8	crop	crop	NOUN
easat-1627	181	9	production	production	NOUN
easat-1627	181	10	,	,	PUNCT
easat-1627	181	11	𝑙𝑛𝐹𝐷𝐼	𝑙𝑛𝐹𝐷𝐼	PROPN
easat-1627	181	12	indicates	indicate	VERB
easat-1627	181	13	the	the	DET
easat-1627	181	14	natural	natural	ADJ
easat-1627	181	15	logarithm	logarithm	NOUN
easat-1627	181	16	of	of	ADP
easat-1627	181	17	foreign	foreign	ADJ
easat-1627	181	18	direct	direct	ADJ
easat-1627	181	19	investment	investment	NOUN
easat-1627	181	20	,	,	PUNCT
easat-1627	181	21	𝑙𝑛𝐴𝐻	𝑙𝑛𝐴𝐻	NOUN
easat-1627	181	22	stands	stand	VERB
easat-1627	181	23	for	for	SCONJ
easat-1627	181	24	the	the	DET
easat-1627	181	25	natural	natural	ADJ
easat-1627	181	26	logarithm	logarithm	NOUN
easat-1627	181	27	area	area	NOUN
easat-1627	181	28	harvested	harvest	VERB
easat-1627	181	29	,	,	PUNCT
easat-1627	181	30	𝑙𝑛𝐿𝐹	𝑙𝑛𝐿𝐹	PROPN
easat-1627	181	31	represents	represent	VERB
easat-1627	181	32	labour	labour	ADJ
easat-1627	181	33	force	force	NOUN
easat-1627	181	34	in	in	ADP
easat-1627	181	35	natural	natural	ADJ
easat-1627	181	36	logarithm	logarithm	NOUN
easat-1627	181	37	,	,	PUNCT
easat-1627	181	38	𝑙𝑛𝑅𝐹	𝑙𝑛𝑅𝐹	NOUN
easat-1627	181	39	denotes	denote	NOUN
easat-1627	181	40	average	average	ADJ
easat-1627	181	41	rainfall	rainfall	NOUN
easat-1627	181	42	in	in	ADP
easat-1627	181	43	natural	natural	ADJ
easat-1627	181	44	logarithm	logarithm	NOUN
easat-1627	181	45	,	,	PUNCT
easat-1627	181	46	𝑙𝑛𝐴𝑀𝑇	𝑙𝑛𝐴𝑀𝑇	PROPN
easat-1627	181	47	represents	represent	VERB
easat-1627	181	48	annual	annual	ADJ
easat-1627	181	49	mean	mean	ADJ
easat-1627	181	50	temperature	temperature	NOUN
easat-1627	181	51	in	in	ADP
easat-1627	181	52	natural	natural	ADJ
easat-1627	181	53	logarithm	logarithm	NOUN
easat-1627	181	54	,	,	PUNCT
easat-1627	181	55	and	and	CCONJ
easat-1627	181	56	𝜇	𝜇	SCONJ
easat-1627	181	57	indicates	indicate	VERB
easat-1627	181	58	the	the	DET
easat-1627	181	59	error	error	NOUN
easat-1627	181	60	.	.	PUNCT
easat-1627	182	1	the	the	DET
easat-1627	182	2	ardl	ardl	NOUN
easat-1627	182	3	approach	approach	NOUN
easat-1627	182	4	employed	employ	VERB
easat-1627	182	5	in	in	ADP
easat-1627	182	6	this	this	DET
easat-1627	182	7	study	study	NOUN
easat-1627	182	8	investigates	investigate	VERB
easat-1627	182	9	the	the	DET
easat-1627	182	10	existence	existence	NOUN
easat-1627	182	11	of	of	ADP
easat-1627	182	12	a	a	DET
easat-1627	182	13	long	long	ADV
easat-1627	182	14	-	-	PUNCT
easat-1627	182	15	run	run	NOUN
easat-1627	182	16	relationship	relationship	NOUN
easat-1627	182	17	,	,	PUNCT
easat-1627	182	18	depicted	depict	VERB
easat-1627	182	19	in	in	ADP
easat-1627	182	20	equation	equation	NOUN
easat-1627	182	21	(	(	PUNCT
easat-1627	182	22	5	5	NUM
easat-1627	182	23	)	)	PUNCT
easat-1627	182	24	.	.	PUNCT
easat-1627	183	1	δ𝑙𝑛𝑪𝑷𝒕	δ𝑙𝑛𝑪𝑷𝒕	X
easat-1627	184	1	=	=	PUNCT
easat-1627	185	1	𝜆0	𝜆0	NOUN
easat-1627	186	1	+	+	CCONJ
easat-1627	186	2	∑	∑	PROPN
easat-1627	186	3	𝜆1𝑘δ𝑙𝑛𝐶𝑃𝑡−𝑘	𝜆1𝑘δ𝑙𝑛𝐶𝑃𝑡−𝑘	PROPN
easat-1627	186	4	+	+	NUM
easat-1627	186	5	𝑛	𝑛	PROPN
easat-1627	186	6	𝑘=1	𝑘=1	NOUN
easat-1627	186	7	∑	∑	PROPN
easat-1627	186	8	𝜆2𝑘δ𝑙𝑛𝐹𝐷𝐼𝑡−𝑘	𝜆2𝑘δ𝑙𝑛𝐹𝐷𝐼𝑡−𝑘	X
easat-1627	186	9	𝑛	𝑛	X
easat-1627	186	10	𝑘=1	𝑘=1	PROPN
easat-1627	186	11	+	+	PROPN
easat-1627	186	12	∑	∑	PUNCT
easat-1627	186	13	𝜆3𝑘δ𝑙𝑛𝐴𝐻𝑡−𝑘	𝜆3𝑘δ𝑙𝑛𝐴𝐻𝑡−𝑘	PROPN
easat-1627	186	14	𝑛	𝑛	ADP
easat-1627	186	15	𝑘=1	𝑘=1	PROPN
easat-1627	186	16	+	+	PROPN
easat-1627	186	17	∑	∑	PROPN
easat-1627	186	18	𝜆4𝑘δ𝑙𝑛𝐿𝐹𝑡−𝑘	𝜆4𝑘δ𝑙𝑛𝐿𝐹𝑡−𝑘	PROPN
easat-1627	186	19	𝑛	𝑛	PRON
easat-1627	186	20	𝑘=1	𝑘=1	PROPN
easat-1627	186	21	+	+	PROPN
easat-1627	186	22	∑	∑	PUNCT
easat-1627	186	23	𝜆5𝑘δ𝑙𝑛𝑅𝐹𝑡−𝑘	𝜆5𝑘δ𝑙𝑛𝑅𝐹𝑡−𝑘	PROPN
easat-1627	186	24	𝑛	𝑛	PRON
easat-1627	186	25	𝑘=1	𝑘=1	PROPN
easat-1627	187	1	+	+	PROPN
easat-1627	187	2	∑	∑	PROPN
easat-1627	187	3	𝜆6𝑘δ𝑙𝑛𝐴𝑀𝑇𝑡−𝑘	𝜆6𝑘δ𝑙𝑛𝐴𝑀𝑇𝑡−𝑘	NUM
easat-1627	187	4	𝑛	𝑛	PRON
easat-1627	187	5	𝑘=1	𝑘=1	NOUN
easat-1627	188	1	+	+	CCONJ
easat-1627	188	2	𝛽1𝑙𝑛𝐶𝑃𝑡−1	𝛽1𝑙𝑛𝐶𝑃𝑡−1	PROPN
easat-1627	188	3	+	+	NUM
easat-1627	188	4	𝛽2𝑙𝑛𝐹𝐷𝐼𝑡−1	𝛽2𝑙𝑛𝐹𝐷𝐼𝑡−1	ADJ
easat-1627	188	5	+	+	CCONJ
easat-1627	188	6	𝛽3𝑙𝑛𝐴𝐻𝑡−1	𝛽3𝑙𝑛𝐴𝐻𝑡−1	PROPN
easat-1627	188	7	+	+	CCONJ
easat-1627	188	8	𝛽4𝑙𝑛𝐿𝐹𝑡−1	𝛽4𝑙𝑛𝐿𝐹𝑡−1	PROPN
easat-1627	188	9	+	+	CCONJ
easat-1627	188	10	𝛽5𝑙𝑛𝑅𝐹𝑡−1	𝛽5𝑙𝑛𝑅𝐹𝑡−1	PROPN
easat-1627	188	11	+	+	CCONJ
easat-1627	188	12	𝛽6𝑙𝑛𝐴𝑀𝑇𝑡−1	𝛽6𝑙𝑛𝐴𝑀𝑇𝑡−1	ADJ
easat-1627	188	13	+	+	CCONJ
easat-1627	188	14	𝜀𝑡	𝜀𝑡	NOUN
easat-1627	188	15	(	(	PUNCT
easat-1627	188	16	5	5	NUM
easat-1627	188	17	)	)	PUNCT
easat-1627	188	18	the	the	DET
easat-1627	188	19	null	null	ADJ
easat-1627	188	20	hypothesis	hypothesis	NOUN
easat-1627	188	21	of	of	ADP
easat-1627	188	22	𝐻0	𝐻0	PROPN
easat-1627	188	23	=	=	PROPN
easat-1627	188	24	𝛽1	𝛽1	NOUN
easat-1627	188	25	=	=	SYM
easat-1627	188	26	𝛽2	𝛽2	PROPN
easat-1627	188	27	=	=	PROPN
easat-1627	188	28	𝛽3	𝛽3	PROPN
easat-1627	188	29	=	=	SYM
easat-1627	188	30	𝛽4	𝛽4	PROPN
easat-1627	188	31	=	=	SYM
easat-1627	188	32	𝛽5	𝛽5	PROPN
easat-1627	188	33	=	=	NOUN
easat-1627	188	34	𝛽6	𝛽6	NOUN
easat-1627	188	35	while	while	SCONJ
easat-1627	188	36	the	the	DET
easat-1627	188	37	alternative	alternative	ADJ
easat-1627	188	38	hypothesis	hypothesis	NOUN
easat-1627	188	39	𝐻1	𝐻1	NOUN
easat-1627	188	40	≠	≠	PROPN
easat-1627	188	41	𝛽1	𝛽1	NOUN
easat-1627	188	42	≠	≠	PROPN
easat-1627	188	43	𝛽2	𝛽2	PROPN
easat-1627	188	44	≠	≠	PROPN
easat-1627	188	45	𝛽3	𝛽3	NOUN
easat-1627	188	46	≠	≠	PROPN
easat-1627	188	47	𝛽4	𝛽4	PROPN
easat-1627	188	48	≠	≠	PROPN
easat-1627	188	49	𝛽5	𝛽5	ADJ
easat-1627	188	50	≠	≠	PROPN
easat-1627	188	51	𝛽6	𝛽6	NOUN
easat-1627	188	52	is	be	AUX
easat-1627	188	53	tested	test	VERB
easat-1627	188	54	in	in	ADP
easat-1627	188	55	equation	equation	NOUN
easat-1627	188	56	(	(	PUNCT
easat-1627	188	57	5	5	NUM
easat-1627	188	58	)	)	PUNCT
easat-1627	188	59	.	.	PUNCT
easat-1627	189	1	equation	equation	NOUN
easat-1627	189	2	(	(	PUNCT
easat-1627	189	3	6	6	NUM
easat-1627	189	4	)	)	PUNCT
easat-1627	189	5	formulates	formulate	VERB
easat-1627	189	6	the	the	DET
easat-1627	189	7	error	error	NOUN
easat-1627	189	8	correction	correction	NOUN
easat-1627	189	9	term	term	NOUN
easat-1627	189	10	(	(	PUNCT
easat-1627	189	11	ect	ect	X
easat-1627	189	12	)	)	PUNCT
easat-1627	189	13	for	for	ADP
easat-1627	189	14	the	the	DET
easat-1627	189	15	estimated	estimate	VERB
easat-1627	189	16	ardl	ardl	NOUN
easat-1627	189	17	model	model	NOUN
easat-1627	189	18	,	,	PUNCT
easat-1627	189	19	which	which	PRON
easat-1627	189	20	captures	capture	VERB
easat-1627	189	21	the	the	DET
easat-1627	189	22	short	short	ADJ
easat-1627	189	23	-	-	PUNCT
easat-1627	189	24	run	run	NOUN
easat-1627	189	25	relationship	relationship	NOUN
easat-1627	189	26	.	.	PUNCT
easat-1627	190	1	1435	1435	NUM
easat-1627	190	2	edelweiss	edelweiss	PROPN
easat-1627	190	3	applied	apply	VERB
easat-1627	190	4	science	science	NOUN
easat-1627	190	5	and	and	CCONJ
easat-1627	190	6	technology	technology	NOUN
easat-1627	190	7	issn	issn	PROPN
easat-1627	190	8	:	:	PUNCT
easat-1627	190	9	2576	2576	NUM
easat-1627	190	10	-	-	SYM
easat-1627	190	11	8484	8484	NUM
easat-1627	190	12	vol	vol	NOUN
easat-1627	190	13	.	.	PROPN
easat-1627	190	14	8	8	NUM
easat-1627	190	15	,	,	PUNCT
easat-1627	190	16	no	no	INTJ
easat-1627	190	17	.	.	NOUN
easat-1627	190	18	4	4	NUM
easat-1627	190	19	:	:	SYM
easat-1627	190	20	1428	1428	NUM
easat-1627	190	21	-	-	SYM
easat-1627	190	22	1447	1447	NUM
easat-1627	190	23	,	,	PUNCT
easat-1627	190	24	2024	2024	NUM
easat-1627	190	25	doi	doi	NOUN
easat-1627	190	26	:	:	PUNCT
easat-1627	190	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	190	28	©	©	NOUN
easat-1627	190	29	2024	2024	NUM
easat-1627	190	30	by	by	ADP
easat-1627	190	31	the	the	DET
easat-1627	190	32	author	author	NOUN
easat-1627	190	33	;	;	PUNCT
easat-1627	190	34	licensee	licensee	NOUN
easat-1627	190	35	learning	learning	NOUN
easat-1627	190	36	gate	gate	NOUN
easat-1627	190	37	δ𝑙𝑛𝑪𝑷𝒕	δ𝑙𝑛𝑪𝑷𝒕	X
easat-1627	190	38	=	=	PUNCT
easat-1627	190	39	𝜆0	𝜆0	NOUN
easat-1627	191	1	+	+	CCONJ
easat-1627	191	2	∑	∑	PROPN
easat-1627	191	3	𝜆1𝑘δ𝑙𝑛𝐶𝑃𝑡−𝑘	𝜆1𝑘δ𝑙𝑛𝐶𝑃𝑡−𝑘	PROPN
easat-1627	191	4	+	+	NUM
easat-1627	191	5	𝑛	𝑛	PROPN
easat-1627	191	6	𝑘=1	𝑘=1	NOUN
easat-1627	191	7	∑	∑	PROPN
easat-1627	191	8	𝜆2𝑘δ𝑙𝑛𝐹𝐷𝐼𝑡−𝑘	𝜆2𝑘δ𝑙𝑛𝐹𝐷𝐼𝑡−𝑘	X
easat-1627	191	9	𝑛	𝑛	X
easat-1627	191	10	𝑘=1	𝑘=1	PROPN
easat-1627	191	11	+	+	PROPN
easat-1627	191	12	∑	∑	PUNCT
easat-1627	191	13	𝜆3𝑘δ𝑙𝑛𝐴𝐻𝑡−𝑘	𝜆3𝑘δ𝑙𝑛𝐴𝐻𝑡−𝑘	PROPN
easat-1627	191	14	𝑛	𝑛	ADP
easat-1627	191	15	𝑘=1	𝑘=1	PROPN
easat-1627	191	16	+	+	PROPN
easat-1627	191	17	∑	∑	PROPN
easat-1627	191	18	𝜆4𝑘δ𝑙𝑛𝐿𝐹𝑡−𝑘	𝜆4𝑘δ𝑙𝑛𝐿𝐹𝑡−𝑘	PROPN
easat-1627	191	19	𝑛	𝑛	PRON
easat-1627	191	20	𝑘=1	𝑘=1	PROPN
easat-1627	191	21	+	+	PROPN
easat-1627	191	22	∑	∑	PUNCT
easat-1627	191	23	𝜆5𝑘δ𝑙𝑛𝑅𝐹𝑡−𝑘	𝜆5𝑘δ𝑙𝑛𝑅𝐹𝑡−𝑘	PROPN
easat-1627	191	24	𝑛	𝑛	PRON
easat-1627	191	25	𝑘=1	𝑘=1	PROPN
easat-1627	192	1	+	+	PROPN
easat-1627	192	2	∑	∑	PROPN
easat-1627	192	3	𝜆6𝑘δ𝑙𝑛𝐴𝑀𝑇𝑡−𝑘	𝜆6𝑘δ𝑙𝑛𝐴𝑀𝑇𝑡−𝑘	NUM
easat-1627	192	4	𝑛	𝑛	PRON
easat-1627	192	5	𝑘=1	𝑘=1	NOUN
easat-1627	192	6	+	+	NUM
easat-1627	192	7	𝛾𝛼𝐸𝐶𝑇𝑡−1	𝛾𝛼𝐸𝐶𝑇𝑡−1	NOUN
easat-1627	192	8	+	+	CCONJ
easat-1627	192	9	𝜀𝑡	𝜀𝑡	NOUN
easat-1627	192	10	(	(	PUNCT
easat-1627	192	11	6	6	NUM
easat-1627	192	12	)	)	PUNCT
easat-1627	192	13	where	where	SCONJ
easat-1627	192	14	the	the	DET
easat-1627	192	15	coefficient	coefficient	NOUN
easat-1627	192	16	𝜸	𝜸	X
easat-1627	192	17	in	in	ADP
easat-1627	192	18	the	the	DET
easat-1627	192	19	equation	equation	NOUN
easat-1627	192	20	shows	show	VERB
easat-1627	192	21	the	the	DET
easat-1627	192	22	error	error	NOUN
easat-1627	192	23	correction	correction	NOUN
easat-1627	192	24	coefficient	coefficient	NOUN
easat-1627	192	25	,	,	PUNCT
easat-1627	192	26	which	which	PRON
easat-1627	192	27	quantifies	quantify	VERB
easat-1627	192	28	the	the	DET
easat-1627	192	29	speed	speed	NOUN
easat-1627	192	30	at	at	ADP
easat-1627	192	31	which	which	PRON
easat-1627	192	32	the	the	DET
easat-1627	192	33	system	system	NOUN
easat-1627	192	34	adjusts	adjust	VERB
easat-1627	192	35	from	from	ADP
easat-1627	192	36	the	the	DET
easat-1627	192	37	short	short	ADJ
easat-1627	192	38	-	-	PUNCT
easat-1627	192	39	run	run	NOUN
easat-1627	192	40	dynamics	dynamic	NOUN
easat-1627	192	41	to	to	ADP
easat-1627	192	42	the	the	DET
easat-1627	192	43	long	long	ADV
easat-1627	192	44	-	-	PUNCT
easat-1627	192	45	run	run	NOUN
easat-1627	192	46	equilibrium	equilibrium	NOUN
easat-1627	192	47	following	follow	VERB
easat-1627	192	48	a	a	DET
easat-1627	192	49	shock	shock	NOUN
easat-1627	192	50	.	.	PUNCT
easat-1627	193	1	the	the	DET
easat-1627	193	2	researcher	researcher	NOUN
easat-1627	193	3	opted	opt	VERB
easat-1627	193	4	to	to	PART
easat-1627	193	5	utilize	utilize	VERB
easat-1627	193	6	eviews	eviews	PROPN
easat-1627	193	7	9.0	9.0	NUM
easat-1627	193	8	econometric	econometric	ADJ
easat-1627	193	9	software	software	NOUN
easat-1627	193	10	for	for	ADP
easat-1627	193	11	conducting	conduct	VERB
easat-1627	193	12	the	the	DET
easat-1627	193	13	data	datum	NOUN
easat-1627	193	14	analysis	analysis	NOUN
easat-1627	193	15	.	.	PUNCT
easat-1627	194	1	this	this	DET
easat-1627	194	2	decision	decision	NOUN
easat-1627	194	3	was	be	AUX
easat-1627	194	4	motivated	motivate	VERB
easat-1627	194	5	by	by	ADP
easat-1627	194	6	the	the	DET
easat-1627	194	7	software	software	NOUN
easat-1627	194	8	's	's	PART
easat-1627	194	9	availability	availability	NOUN
easat-1627	194	10	of	of	ADP
easat-1627	194	11	the	the	DET
easat-1627	194	12	ardl	ardl	NOUN
easat-1627	194	13	tool	tool	PROPN
easat-1627	194	14	,	,	PUNCT
easat-1627	194	15	which	which	PRON
easat-1627	194	16	is	be	AUX
easat-1627	194	17	essential	essential	ADJ
easat-1627	194	18	for	for	ADP
easat-1627	194	19	implementing	implement	VERB
easat-1627	194	20	the	the	DET
easat-1627	194	21	ardl	ardl	NOUN
easat-1627	194	22	approach	approach	NOUN
easat-1627	194	23	in	in	ADP
easat-1627	194	24	the	the	DET
easat-1627	194	25	study	study	NOUN
easat-1627	194	26	.	.	PUNCT
easat-1627	195	1	4	4	X
easat-1627	195	2	.	.	X
easat-1627	195	3	results	result	NOUN
easat-1627	195	4	and	and	CCONJ
easat-1627	195	5	discussion	discussion	NOUN
easat-1627	195	6	in	in	ADP
easat-1627	195	7	this	this	DET
easat-1627	195	8	section	section	NOUN
easat-1627	195	9	,	,	PUNCT
easat-1627	195	10	the	the	DET
easat-1627	195	11	findings	finding	NOUN
easat-1627	195	12	of	of	ADP
easat-1627	195	13	the	the	DET
easat-1627	195	14	estimation	estimation	NOUN
easat-1627	195	15	are	be	AUX
easat-1627	195	16	presented	present	VERB
easat-1627	195	17	,	,	PUNCT
easat-1627	195	18	and	and	CCONJ
easat-1627	195	19	a	a	DET
easat-1627	195	20	connection	connection	NOUN
easat-1627	195	21	between	between	ADP
easat-1627	195	22	climate	climate	NOUN
easat-1627	195	23	change	change	NOUN
easat-1627	195	24	and	and	CCONJ
easat-1627	195	25	crop	crop	NOUN
easat-1627	195	26	production	production	NOUN
easat-1627	195	27	in	in	ADP
easat-1627	195	28	somalia	somalia	PROPN
easat-1627	195	29	is	be	AUX
easat-1627	195	30	established	establish	VERB
easat-1627	195	31	for	for	ADP
easat-1627	195	32	both	both	CCONJ
easat-1627	195	33	the	the	DET
easat-1627	195	34	short	short	ADJ
easat-1627	195	35	run	run	NOUN
easat-1627	195	36	and	and	CCONJ
easat-1627	195	37	the	the	DET
easat-1627	195	38	long	long	ADJ
easat-1627	195	39	run	run	NOUN
easat-1627	195	40	.	.	PUNCT
easat-1627	196	1	4.1	4.1	NUM
easat-1627	196	2	.	.	PUNCT
easat-1627	196	3	results	result	NOUN
easat-1627	196	4	of	of	ADP
easat-1627	196	5	unit	unit	NOUN
easat-1627	196	6	root	root	NOUN
easat-1627	196	7	analysis	analysis	NOUN
easat-1627	196	8	according	accord	VERB
easat-1627	196	9	to	to	ADP
easat-1627	196	10	the	the	DET
easat-1627	196	11	information	information	NOUN
easat-1627	196	12	provided	provide	VERB
easat-1627	196	13	in	in	ADP
easat-1627	196	14	table	table	NOUN
easat-1627	196	15	2	2	NUM
easat-1627	196	16	,	,	PUNCT
easat-1627	196	17	the	the	DET
easat-1627	196	18	stationarity	stationarity	NOUN
easat-1627	196	19	of	of	ADP
easat-1627	196	20	the	the	DET
easat-1627	196	21	variables	variable	NOUN
easat-1627	196	22	was	be	AUX
easat-1627	196	23	measured	measure	VERB
easat-1627	196	24	using	use	VERB
easat-1627	196	25	the	the	DET
easat-1627	196	26	augmented	augment	VERB
easat-1627	196	27	dickey	dickey	NOUN
easat-1627	196	28	-	-	PUNCT
easat-1627	196	29	fuller	full	ADJ
easat-1627	196	30	(	(	PUNCT
easat-1627	196	31	adf	adf	NOUN
easat-1627	196	32	)	)	PUNCT
easat-1627	196	33	and	and	CCONJ
easat-1627	196	34	phillips	phillips	PROPN
easat-1627	196	35	-	-	PUNCT
easat-1627	196	36	perron	perron	PROPN
easat-1627	196	37	(	(	PUNCT
easat-1627	196	38	pp	pp	ADJ
easat-1627	196	39	)	)	PUNCT
easat-1627	196	40	tests	test	NOUN
easat-1627	196	41	.	.	PUNCT
easat-1627	197	1	stationarity	stationarity	NOUN
easat-1627	197	2	is	be	AUX
easat-1627	197	3	a	a	DET
easat-1627	197	4	crucial	crucial	ADJ
easat-1627	197	5	step	step	NOUN
easat-1627	197	6	in	in	ADP
easat-1627	197	7	estimating	estimate	VERB
easat-1627	197	8	the	the	DET
easat-1627	197	9	model	model	NOUN
easat-1627	197	10	,	,	PUNCT
easat-1627	197	11	signifying	signify	VERB
easat-1627	197	12	that	that	SCONJ
easat-1627	197	13	the	the	DET
easat-1627	197	14	variable	variable	NOUN
easat-1627	197	15	's	's	PART
easat-1627	197	16	mean	mean	NOUN
easat-1627	197	17	and	and	CCONJ
easat-1627	197	18	variance	variance	NOUN
easat-1627	197	19	remain	remain	VERB
easat-1627	197	20	constant	constant	ADJ
easat-1627	197	21	.	.	PUNCT
easat-1627	198	1	if	if	SCONJ
easat-1627	198	2	the	the	DET
easat-1627	198	3	mean	mean	NOUN
easat-1627	198	4	and	and	CCONJ
easat-1627	198	5	variance	variance	NOUN
easat-1627	198	6	are	be	AUX
easat-1627	198	7	not	not	PART
easat-1627	198	8	constant	constant	ADJ
easat-1627	198	9	for	for	ADP
easat-1627	198	10	a	a	DET
easat-1627	198	11	variable	variable	NOUN
easat-1627	198	12	,	,	PUNCT
easat-1627	198	13	it	it	PRON
easat-1627	198	14	is	be	AUX
easat-1627	198	15	considered	consider	VERB
easat-1627	198	16	to	to	PART
easat-1627	198	17	have	have	VERB
easat-1627	198	18	a	a	DET
easat-1627	198	19	unit	unit	NOUN
easat-1627	198	20	root	root	NOUN
easat-1627	198	21	.	.	PUNCT
easat-1627	199	1	consequently	consequently	ADV
easat-1627	199	2	,	,	PUNCT
easat-1627	199	3	various	various	ADJ
easat-1627	199	4	methods	method	NOUN
easat-1627	199	5	are	be	AUX
easat-1627	199	6	applied	apply	VERB
easat-1627	199	7	to	to	PART
easat-1627	199	8	transform	transform	VERB
easat-1627	199	9	non	non	ADJ
easat-1627	199	10	-	-	ADJ
easat-1627	199	11	stationary	stationary	ADJ
easat-1627	199	12	(	(	PUNCT
easat-1627	199	13	unit	unit	NOUN
easat-1627	199	14	root	root	NOUN
easat-1627	199	15	)	)	PUNCT
easat-1627	199	16	data	datum	NOUN
easat-1627	199	17	into	into	ADP
easat-1627	199	18	stationarity	stationarity	NOUN
easat-1627	199	19	.	.	PUNCT
easat-1627	200	1	the	the	DET
easat-1627	200	2	stationarity	stationarity	NOUN
easat-1627	200	3	results	result	NOUN
easat-1627	200	4	presented	present	VERB
easat-1627	200	5	in	in	ADP
easat-1627	200	6	table	table	NOUN
easat-1627	200	7	2	2	NUM
easat-1627	200	8	demonstrate	demonstrate	VERB
easat-1627	200	9	that	that	SCONJ
easat-1627	200	10	cp	cp	PROPN
easat-1627	200	11	,	,	PUNCT
easat-1627	200	12	fdi	fdi	PROPN
easat-1627	200	13	,	,	PUNCT
easat-1627	200	14	ah	ah	INTJ
easat-1627	200	15	,	,	PUNCT
easat-1627	200	16	lf	lf	PROPN
easat-1627	200	17	,	,	PUNCT
easat-1627	200	18	rf	rf	NOUN
easat-1627	200	19	,	,	PUNCT
easat-1627	200	20	and	and	CCONJ
easat-1627	200	21	amt	amt	PROPN
easat-1627	200	22	are	be	AUX
easat-1627	200	23	stationary	stationary	ADJ
easat-1627	200	24	at	at	ADP
easat-1627	200	25	the	the	DET
easat-1627	200	26	level	level	NOUN
easat-1627	200	27	.	.	PUNCT
easat-1627	201	1	however	however	ADV
easat-1627	201	2	,	,	PUNCT
easat-1627	201	3	rf	rf	PRON
easat-1627	201	4	and	and	CCONJ
easat-1627	201	5	amt	amt	PROPN
easat-1627	201	6	initially	initially	ADV
easat-1627	201	7	exhibited	exhibit	VERB
easat-1627	201	8	a	a	DET
easat-1627	201	9	unit	unit	NOUN
easat-1627	201	10	root	root	NOUN
easat-1627	201	11	,	,	PUNCT
easat-1627	201	12	but	but	CCONJ
easat-1627	201	13	they	they	PRON
easat-1627	201	14	became	become	VERB
easat-1627	201	15	stationary	stationary	ADJ
easat-1627	201	16	when	when	SCONJ
easat-1627	201	17	differenced	difference	VERB
easat-1627	201	18	once	once	ADV
easat-1627	201	19	.	.	PUNCT
easat-1627	202	1	given	give	VERB
easat-1627	202	2	that	that	SCONJ
easat-1627	202	3	the	the	DET
easat-1627	202	4	variables	variable	NOUN
easat-1627	202	5	are	be	AUX
easat-1627	202	6	shown	show	VERB
easat-1627	202	7	to	to	PART
easat-1627	202	8	be	be	AUX
easat-1627	202	9	stationary	stationary	ADJ
easat-1627	202	10	at	at	ADP
easat-1627	202	11	both	both	CCONJ
easat-1627	202	12	the	the	DET
easat-1627	202	13	level	level	NOUN
easat-1627	202	14	and	and	CCONJ
easat-1627	202	15	the	the	DET
easat-1627	202	16	first	first	ADJ
easat-1627	202	17	difference	difference	NOUN
easat-1627	202	18	,	,	PUNCT
easat-1627	202	19	this	this	PRON
easat-1627	202	20	suggests	suggest	VERB
easat-1627	202	21	that	that	SCONJ
easat-1627	202	22	the	the	DET
easat-1627	202	23	ardl	ardl	NOUN
easat-1627	202	24	model	model	NOUN
easat-1627	202	25	can	can	AUX
easat-1627	202	26	be	be	AUX
easat-1627	202	27	used	use	VERB
easat-1627	202	28	.	.	PUNCT
easat-1627	203	1	table	table	NOUN
easat-1627	203	2	2	2	NUM
easat-1627	203	3	.	.	PUNCT
easat-1627	203	4	results	result	NOUN
easat-1627	203	5	of	of	ADP
easat-1627	203	6	adf	adf	PROPN
easat-1627	203	7	and	and	CCONJ
easat-1627	203	8	pp	pp	PROPN
easat-1627	203	9	unit	unit	NOUN
easat-1627	203	10	root	root	NOUN
easat-1627	203	11	test	test	NOUN
easat-1627	203	12	of	of	ADP
easat-1627	203	13	the	the	DET
easat-1627	203	14	time	time	NOUN
easat-1627	203	15	series	series	NOUN
easat-1627	203	16	of	of	ADP
easat-1627	203	17	variables	variable	NOUN
easat-1627	203	18	.	.	PUNCT
easat-1627	204	1	result	result	NOUN
easat-1627	204	2	of	of	ADP
easat-1627	204	3	adf	adf	PROPN
easat-1627	204	4	unit	unit	NOUN
easat-1627	204	5	root	root	PROPN
easat-1627	204	6	test	test	NOUN
easat-1627	204	7	of	of	ADP
easat-1627	204	8	the	the	DET
easat-1627	204	9	variables	variable	NOUN
easat-1627	204	10	result	result	VERB
easat-1627	204	11	of	of	ADP
easat-1627	204	12	pp	pp	PROPN
easat-1627	204	13	unit	unit	NOUN
easat-1627	204	14	root	root	NOUN
easat-1627	204	15	test	test	NOUN
easat-1627	204	16	of	of	ADP
easat-1627	204	17	the	the	DET
easat-1627	204	18	variables	variable	NOUN
easat-1627	204	19	i(0	i(0	PROPN
easat-1627	204	20	)	)	PUNCT
easat-1627	204	21	i(1	i(1	PROPN
easat-1627	204	22	)	)	PUNCT
easat-1627	204	23	i(0	i(0	PROPN
easat-1627	204	24	)	)	PUNCT
easat-1627	204	25	i(1	i(1	PROPN
easat-1627	204	26	)	)	PUNCT
easat-1627	204	27	variables	variable	VERB
easat-1627	204	28	t	t	PROPN
easat-1627	204	29	-	-	PUNCT
easat-1627	204	30	stat	stat	NOUN
easat-1627	204	31	p	p	NOUN
easat-1627	204	32	-	-	PUNCT
easat-1627	204	33	value	value	NOUN
easat-1627	204	34	t	t	NOUN
easat-1627	204	35	-	-	PUNCT
easat-1627	204	36	stat	stat	NOUN
easat-1627	204	37	p	p	NOUN
easat-1627	204	38	-	-	PUNCT
easat-1627	204	39	value	value	NOUN
easat-1627	204	40	t	t	NOUN
easat-1627	204	41	-	-	PUNCT
easat-1627	204	42	stat	stat	NOUN
easat-1627	204	43	p	p	NOUN
easat-1627	204	44	-	-	PUNCT
easat-1627	204	45	value	value	NOUN
easat-1627	204	46	t	t	NOUN
easat-1627	204	47	-	-	PUNCT
easat-1627	204	48	stat	stat	NOUN
easat-1627	204	49	p	p	ADJ
easat-1627	204	50	-	-	PUNCT
easat-1627	204	51	value	value	NOUN
easat-1627	204	52	decision	decision	NOUN
easat-1627	204	53	lncp	lncp	NOUN
easat-1627	204	54	-3.88	-3.88	VERB
easat-1627	204	55	0.000	0.000	NUM
easat-1627	204	56	-8.82	-8.82	NOUN
easat-1627	204	57	0.000	0.000	NUM
easat-1627	204	58	-4.00	-4.00	NUM
easat-1627	204	59	0.004	0.004	NUM
easat-1627	204	60	-14.54	-14.54	SYM
easat-1627	204	61	0.000	0.000	NUM
easat-1627	204	62	i(0	i(0	PROPN
easat-1627	204	63	)	)	PUNCT
easat-1627	204	64	&	&	CCONJ
easat-1627	204	65	i(1	i(1	PROPN
easat-1627	204	66	)	)	PUNCT
easat-1627	204	67	lnah	lnah	PROPN
easat-1627	204	68	-3.47	-3.47	NUM
easat-1627	204	69	0.0156	0.0156	NUM
easat-1627	204	70	-5.95	-5.95	NOUN
easat-1627	204	71	0.000	0.000	NUM
easat-1627	204	72	-3.44	-3.44	NUM
easat-1627	204	73	0.016	0.016	NUM
easat-1627	204	74	-14.52	-14.52	PROPN
easat-1627	204	75	0.000	0.000	NUM
easat-1627	204	76	i(0	i(0	PROPN
easat-1627	204	77	)	)	PUNCT
easat-1627	204	78	&	&	CCONJ
easat-1627	204	79	i(1	i(1	PROPN
easat-1627	204	80	)	)	PUNCT
easat-1627	204	81	fdi	fdi	NOUN
easat-1627	204	82	1.67	1.67	NUM
easat-1627	204	83	0.9994	0.9994	NUM
easat-1627	204	84	-5.90	-5.90	NUM
easat-1627	204	85	0.000	0.000	NUM
easat-1627	204	86	1.67	1.67	NUM
easat-1627	204	87	0.999	0.999	NUM
easat-1627	204	88	5.89	5.89	NUM
easat-1627	204	89	0.000	0.000	NUM
easat-1627	204	90	i(1	i(1	NOUN
easat-1627	204	91	)	)	PUNCT
easat-1627	204	92	lnlf	lnlf	NOUN
easat-1627	204	93	-0.70	-0.70	NUM
easat-1627	204	94	0.831	0.831	NUM
easat-1627	204	95	-4.55	-4.55	NOUN
easat-1627	204	96	0.001	0.001	NUM
easat-1627	204	97	1.00	1.00	NUM
easat-1627	204	98	0.995	0.995	NUM
easat-1627	204	99	-5.11	-5.11	NOUN
easat-1627	204	100	0.000	0.000	NUM
easat-1627	204	101	i(1	i(1	PROPN
easat-1627	204	102	)	)	PUNCT
easat-1627	204	103	lnrf	lnrf	PROPN
easat-1627	204	104	-3.03	-3.03	PROPN
easat-1627	204	105	0.042	0.042	NUM
easat-1627	204	106	-10.96	-10.96	PROPN
easat-1627	204	107	0.000	0.000	NUM
easat-1627	204	108	-5.09	-5.09	VERB
easat-1627	204	109	0.000	0.000	NUM
easat-1627	204	110	-24.64	-24.64	NUM
easat-1627	204	111	0.000	0.000	NUM
easat-1627	204	112	i(0	i(0	PROPN
easat-1627	204	113	)	)	PUNCT
easat-1627	204	114	&	&	CCONJ
easat-1627	204	115	i(1	i(1	PROPN
easat-1627	204	116	)	)	PUNCT
easat-1627	204	117	amt	amt	PROPN
easat-1627	204	118	-3.66	-3.66	NUM
easat-1627	204	119	0.009	0.009	NUM
easat-1627	204	120	-8.47	-8.47	NUM
easat-1627	204	121	0.000	0.000	NUM
easat-1627	204	122	-3.61	-3.61	NOUN
easat-1627	204	123	0.011	0.011	NUM
easat-1627	204	124	25.39	25.39	NUM
easat-1627	204	125	0.000	0.000	NUM
easat-1627	204	126	i(0	i(0	PROPN
easat-1627	204	127	)	)	PUNCT
easat-1627	204	128	&	&	CCONJ
easat-1627	204	129	i(1	i(1	PROPN
easat-1627	204	130	)	)	PUNCT
easat-1627	204	131	source	source	NOUN
easat-1627	204	132	:	:	PUNCT
easat-1627	204	133	the	the	DET
easat-1627	204	134	output	output	NOUN
easat-1627	204	135	of	of	ADP
easat-1627	204	136	the	the	DET
easat-1627	204	137	adf	adf	PROPN
easat-1627	204	138	unit	unit	NOUN
easat-1627	204	139	root	root	NOUN
easat-1627	204	140	test	test	NOUN
easat-1627	204	141	of	of	ADP
easat-1627	204	142	the	the	DET
easat-1627	204	143	variables	variable	NOUN
easat-1627	204	144	in	in	ADP
easat-1627	204	145	eviews	eviews	PROPN
easat-1627	204	146	12	12	NUM
easat-1627	204	147	.	.	PUNCT
easat-1627	204	148	table	table	NOUN
easat-1627	205	1	3	3	NUM
easat-1627	205	2	presents	present	VERB
easat-1627	205	3	the	the	DET
easat-1627	205	4	descriptive	descriptive	ADJ
easat-1627	205	5	statistics	statistic	NOUN
easat-1627	205	6	for	for	ADP
easat-1627	205	7	various	various	ADJ
easat-1627	205	8	variables	variable	NOUN
easat-1627	205	9	,	,	PUNCT
easat-1627	205	10	including	include	VERB
easat-1627	205	11	crop	crop	NOUN
easat-1627	205	12	production	production	NOUN
easat-1627	205	13	(	(	PUNCT
easat-1627	205	14	cp	cp	NOUN
easat-1627	205	15	)	)	PUNCT
easat-1627	205	16	,	,	PUNCT
easat-1627	205	17	area	area	NOUN
easat-1627	205	18	harvested	harvest	VERB
easat-1627	205	19	(	(	PUNCT
easat-1627	205	20	ah	ah	INTJ
easat-1627	205	21	)	)	PUNCT
easat-1627	205	22	,	,	PUNCT
easat-1627	205	23	foreign	foreign	ADJ
easat-1627	205	24	direct	direct	ADJ
easat-1627	205	25	investment	investment	NOUN
easat-1627	205	26	(	(	PUNCT
easat-1627	205	27	fdi	fdi	NOUN
easat-1627	205	28	)	)	PUNCT
easat-1627	205	29	,	,	PUNCT
easat-1627	205	30	labor	labor	NOUN
easat-1627	205	31	force	force	NOUN
easat-1627	205	32	(	(	PUNCT
easat-1627	205	33	lf	lf	PROPN
easat-1627	205	34	)	)	PUNCT
easat-1627	205	35	,	,	PUNCT
easat-1627	205	36	rainfall	rainfall	NOUN
easat-1627	205	37	(	(	PUNCT
easat-1627	205	38	rf	rf	NOUN
easat-1627	205	39	)	)	PUNCT
easat-1627	205	40	,	,	PUNCT
easat-1627	205	41	and	and	CCONJ
easat-1627	205	42	annual	annual	ADJ
easat-1627	205	43	mean	mean	ADJ
easat-1627	205	44	temperature	temperature	NOUN
easat-1627	205	45	(	(	PUNCT
easat-1627	205	46	amt	amt	PROPN
easat-1627	205	47	)	)	PUNCT
easat-1627	205	48	.	.	PUNCT
easat-1627	206	1	among	among	ADP
easat-1627	206	2	these	these	DET
easat-1627	206	3	variables	variable	NOUN
easat-1627	206	4	,	,	PUNCT
easat-1627	206	5	fdi	fdi	NOUN
easat-1627	206	6	exhibits	exhibit	VERB
easat-1627	206	7	the	the	DET
easat-1627	206	8	highest	high	ADJ
easat-1627	206	9	mean	mean	ADJ
easat-1627	206	10	value	value	NOUN
easat-1627	206	11	,	,	PUNCT
easat-1627	206	12	followed	follow	VERB
easat-1627	206	13	by	by	ADP
easat-1627	206	14	amt	amt	PROPN
easat-1627	206	15	,	,	PUNCT
easat-1627	206	16	lf	lf	PROPN
easat-1627	206	17	,	,	PUNCT
easat-1627	206	18	ah	ah	INTJ
easat-1627	206	19	,	,	PUNCT
easat-1627	206	20	cp	cp	NOUN
easat-1627	206	21	,	,	PUNCT
easat-1627	206	22	and	and	CCONJ
easat-1627	206	23	rf	rf	NOUN
easat-1627	206	24	.	.	PROPN
easat-1627	206	25	based	base	VERB
easat-1627	206	26	on	on	ADP
easat-1627	206	27	the	the	DET
easat-1627	206	28	jarque	jarque	NOUN
easat-1627	206	29	-	-	PUNCT
easat-1627	206	30	bera	bera	NOUN
easat-1627	206	31	statistics	statistic	NOUN
easat-1627	206	32	,	,	PUNCT
easat-1627	206	33	the	the	DET
easat-1627	206	34	descriptive	descriptive	ADJ
easat-1627	206	35	statistics	statistic	NOUN
easat-1627	206	36	demonstrate	demonstrate	VERB
easat-1627	206	37	that	that	SCONJ
easat-1627	206	38	the	the	DET
easat-1627	206	39	variables	variable	NOUN
easat-1627	206	40	follow	follow	VERB
easat-1627	206	41	a	a	DET
easat-1627	206	42	normal	normal	ADJ
easat-1627	206	43	distribution	distribution	NOUN
easat-1627	206	44	.	.	PUNCT
easat-1627	207	1	1436	1436	NUM
easat-1627	207	2	edelweiss	edelweiss	PROPN
easat-1627	207	3	applied	apply	VERB
easat-1627	207	4	science	science	NOUN
easat-1627	207	5	and	and	CCONJ
easat-1627	207	6	technology	technology	NOUN
easat-1627	207	7	issn	issn	PROPN
easat-1627	207	8	:	:	PUNCT
easat-1627	207	9	2576	2576	NUM
easat-1627	207	10	-	-	SYM
easat-1627	207	11	8484	8484	NUM
easat-1627	207	12	vol	vol	NOUN
easat-1627	207	13	.	.	PROPN
easat-1627	207	14	8	8	NUM
easat-1627	207	15	,	,	PUNCT
easat-1627	207	16	no	no	INTJ
easat-1627	207	17	.	.	NOUN
easat-1627	207	18	4	4	NUM
easat-1627	207	19	:	:	SYM
easat-1627	207	20	1428	1428	NUM
easat-1627	207	21	-	-	SYM
easat-1627	207	22	1447	1447	NUM
easat-1627	207	23	,	,	PUNCT
easat-1627	207	24	2024	2024	NUM
easat-1627	207	25	doi	doi	NOUN
easat-1627	207	26	:	:	PUNCT
easat-1627	207	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	207	28	©	©	NOUN
easat-1627	207	29	2024	2024	NUM
easat-1627	207	30	by	by	ADP
easat-1627	207	31	the	the	DET
easat-1627	207	32	author	author	NOUN
easat-1627	207	33	;	;	PUNCT
easat-1627	207	34	licensee	licensee	PROPN
easat-1627	207	35	learning	learn	VERB
easat-1627	207	36	gate	gate	NOUN
easat-1627	207	37	table	table	NOUN
easat-1627	207	38	3	3	NUM
easat-1627	207	39	.	.	PUNCT
easat-1627	207	40	descriptive	descriptive	ADJ
easat-1627	207	41	statistics	statistic	NOUN
easat-1627	207	42	.	.	PUNCT
easat-1627	208	1	lncp	lncp	PROPN
easat-1627	208	2	lnah	lnah	PROPN
easat-1627	208	3	fdi	fdi	PROPN
easat-1627	208	4	lnlf	lnlf	PROPN
easat-1627	208	5	lnrf	lnrf	VERB
easat-1627	208	6	amt	amt	PROPN
easat-1627	208	7	mean	mean	VERB
easat-1627	208	8	12.46841	12.46841	NUM
easat-1627	208	9	13.02628	13.02628	NUM
easat-1627	209	1	147.0933	147.0933	NUM
easat-1627	209	2	14.45219	14.45219	NUM
easat-1627	209	3	5.624798	5.624798	NUM
easat-1627	209	4	26.95242	26.95242	NUM
easat-1627	209	5	median	median	NOUN
easat-1627	209	6	12.46959	12.46959	NUM
easat-1627	209	7	13.02981	13.02981	NUM
easat-1627	209	8	53.96000	53.96000	NUM
easat-1627	209	9	14.47394	14.47394	NUM
easat-1627	209	10	5.626901	5.626901	NUM
easat-1627	209	11	26.92000	26.92000	NUM
easat-1627	209	12	maximum	maximum	ADJ
easat-1627	209	13	12.99873	12.99873	NUM
easat-1627	209	14	13.80283	13.80283	NUM
easat-1627	209	15	542.3900	542.3900	NUM
easat-1627	209	16	14.96550	14.96550	NUM
easat-1627	209	17	5.854126	5.854126	NUM
easat-1627	209	18	27.34000	27.34000	NUM
easat-1627	209	19	minimum	minimum	NOUN
easat-1627	209	20	11.68581	11.68581	NUM
easat-1627	209	21	12.46843	12.46843	NUM
easat-1627	209	22	-3.510000	-3.510000	NOUN
easat-1627	209	23	13.96024	13.96024	NUM
easat-1627	209	24	5.439122	5.439122	NUM
easat-1627	209	25	26.60000	26.60000	NUM
easat-1627	209	26	std	std	NOUN
easat-1627	209	27	.	.	PUNCT
easat-1627	209	28	dev	dev	PROPN
easat-1627	209	29	.	.	PUNCT
easat-1627	210	1	0.352439	0.352439	NUM
easat-1627	210	2	0.285967	0.285967	NUM
easat-1627	210	3	187.9522	187.9522	NUM
easat-1627	210	4	0.305530	0.305530	NUM
easat-1627	210	5	0.096806	0.096806	NUM
easat-1627	210	6	0.183763	0.183763	NUM
easat-1627	210	7	skewness	skewness	NOUN
easat-1627	210	8	-0.251156	-0.251156	NOUN
easat-1627	210	9	0.222615	0.222615	NUM
easat-1627	210	10	0.978278	0.978278	NUM
easat-1627	210	11	-0.044194	-0.044194	NOUN
easat-1627	210	12	0.378803	0.378803	NUM
easat-1627	210	13	0.228637	0.228637	NUM
easat-1627	210	14	kurtosis	kurtosis	VERB
easat-1627	210	15	2.084902	2.084902	NUM
easat-1627	210	16	3.014742	3.014742	NUM
easat-1627	210	17	2.489139	2.489139	NUM
easat-1627	210	18	1.835486	1.835486	NUM
easat-1627	210	19	3.322614	3.322614	NUM
easat-1627	210	20	2.377230	2.377230	NUM
easat-1627	210	21	jarque	jarque	NOUN
easat-1627	210	22	-	-	PUNCT
easat-1627	210	23	bera	bera	NOUN
easat-1627	210	24	1.498368	1.498368	NUM
easat-1627	210	25	0.272865	0.272865	NUM
easat-1627	210	26	5.622500	5.622500	NUM
easat-1627	210	27	1.875368	1.875368	NUM
easat-1627	210	28	0.932315	0.932315	NUM
easat-1627	210	29	0.820796	0.820796	NUM
easat-1627	210	30	probability	probability	NOUN
easat-1627	210	31	0.472752	0.472752	NUM
easat-1627	210	32	0.872465	0.872465	NUM
easat-1627	210	33	0.060130	0.060130	NUM
easat-1627	210	34	0.391533	0.391533	NUM
easat-1627	210	35	0.627408	0.627408	NUM
easat-1627	210	36	0.663386	0.663386	NUM
easat-1627	210	37	observations	observation	NOUN
easat-1627	210	38	33	33	NUM
easat-1627	210	39	33	33	NUM
easat-1627	210	40	33	33	NUM
easat-1627	210	41	33	33	NUM
easat-1627	210	42	33	33	NUM
easat-1627	210	43	33	33	NUM
easat-1627	210	44	source	source	NOUN
easat-1627	210	45	:	:	PUNCT
easat-1627	210	46	eviews	eviews	PROPN
easat-1627	210	47	12	12	NUM
easat-1627	210	48	output	output	NOUN
easat-1627	210	49	for	for	ADP
easat-1627	210	50	the	the	DET
easat-1627	210	51	result	result	NOUN
easat-1627	210	52	of	of	ADP
easat-1627	210	53	descriptive	descriptive	ADJ
easat-1627	210	54	statistics	statistic	NOUN
easat-1627	210	55	.	.	PUNCT
easat-1627	211	1	it	it	PRON
easat-1627	211	2	is	be	AUX
easat-1627	211	3	crucial	crucial	ADJ
easat-1627	211	4	to	to	PART
easat-1627	211	5	look	look	VERB
easat-1627	211	6	at	at	ADP
easat-1627	211	7	the	the	DET
easat-1627	211	8	correlation	correlation	NOUN
easat-1627	211	9	between	between	ADP
easat-1627	211	10	variables	variable	NOUN
easat-1627	211	11	before	before	ADP
easat-1627	211	12	running	run	VERB
easat-1627	211	13	the	the	DET
easat-1627	211	14	regression	regression	NOUN
easat-1627	211	15	model	model	NOUN
easat-1627	211	16	.	.	PUNCT
easat-1627	212	1	the	the	DET
easat-1627	212	2	correlation	correlation	NOUN
easat-1627	212	3	matrix	matrix	NOUN
easat-1627	212	4	,	,	PUNCT
easat-1627	212	5	displayed	display	VERB
easat-1627	212	6	in	in	ADP
easat-1627	212	7	table	table	NOUN
easat-1627	212	8	4	4	NUM
easat-1627	212	9	,	,	PUNCT
easat-1627	212	10	indicates	indicate	VERB
easat-1627	212	11	that	that	SCONJ
easat-1627	212	12	there	there	PRON
easat-1627	212	13	is	be	VERB
easat-1627	212	14	no	no	DET
easat-1627	212	15	significant	significant	ADJ
easat-1627	212	16	correlation	correlation	NOUN
easat-1627	212	17	among	among	ADP
easat-1627	212	18	the	the	DET
easat-1627	212	19	variables	variable	NOUN
easat-1627	212	20	.	.	PUNCT
easat-1627	213	1	this	this	PRON
easat-1627	213	2	implies	imply	VERB
easat-1627	213	3	that	that	SCONJ
easat-1627	213	4	multicollinearity	multicollinearity	NOUN
easat-1627	213	5	,	,	PUNCT
easat-1627	213	6	which	which	PRON
easat-1627	213	7	refers	refer	VERB
easat-1627	213	8	to	to	ADP
easat-1627	213	9	high	high	ADJ
easat-1627	213	10	correlations	correlation	NOUN
easat-1627	213	11	between	between	ADP
easat-1627	213	12	independent	independent	ADJ
easat-1627	213	13	variables	variable	NOUN
easat-1627	213	14	,	,	PUNCT
easat-1627	213	15	is	be	AUX
easat-1627	213	16	not	not	PART
easat-1627	213	17	present	present	ADJ
easat-1627	213	18	in	in	ADP
easat-1627	213	19	the	the	DET
easat-1627	213	20	estimated	estimate	VERB
easat-1627	213	21	models	model	NOUN
easat-1627	213	22	.	.	PUNCT
easat-1627	214	1	table	table	NOUN
easat-1627	214	2	3	3	NUM
easat-1627	214	3	.	.	PUNCT
easat-1627	214	4	correlation	correlation	NOUN
easat-1627	214	5	matrix	matrix	NOUN
easat-1627	214	6	.	.	PUNCT
easat-1627	215	1	variables	variables	PROPN
easat-1627	215	2	lncp	lncp	PROPN
easat-1627	215	3	lnah	lnah	PROPN
easat-1627	215	4	fdi	fdi	PROPN
easat-1627	215	5	lnlf	lnlf	PROPN
easat-1627	215	6	lnrf	lnrf	VERB
easat-1627	215	7	amt	amt	PROPN
easat-1627	215	8	lncp	lncp	PROPN
easat-1627	215	9	1.000	1.000	NUM
easat-1627	215	10	lnah	lnah	PROPN
easat-1627	215	11	0.742989	0.742989	NUM
easat-1627	215	12	1.000	1.000	NUM
easat-1627	215	13	fdi	fdi	NOUN
easat-1627	215	14	-0.536198	-0.536198	ADJ
easat-1627	215	15	-0.607544	-0.607544	PROPN
easat-1627	216	1	1.000	1.000	NUM
easat-1627	216	2	lnlf	lnlf	NOUN
easat-1627	216	3	-0.375830	-0.375830	NOUN
easat-1627	216	4	-0.576961	-0.576961	NOUN
easat-1627	216	5	0.884393	0.884393	NUM
easat-1627	216	6	1.000	1.000	NUM
easat-1627	216	7	lnrf	lnrf	NOUN
easat-1627	216	8	-0.168633	-0.168633	PROPN
easat-1627	216	9	-0.159967	-0.159967	PUNCT
easat-1627	217	1	0.426000	0.426000	NUM
easat-1627	217	2	0.476832	0.476832	NUM
easat-1627	217	3	1.000	1.000	NUM
easat-1627	217	4	amt	amt	PROPN
easat-1627	217	5	-0.242177	-0.242177	NOUN
easat-1627	217	6	-0.282202	-0.282202	PUNCT
easat-1627	218	1	0.529186	0.529186	NUM
easat-1627	218	2	0.628943	0.628943	NUM
easat-1627	218	3	0.313145	0.313145	NUM
easat-1627	218	4	1.000	1.000	NUM
easat-1627	218	5	source	source	NOUN
easat-1627	218	6	:	:	PUNCT
easat-1627	218	7	eviews	eviews	PROPN
easat-1627	218	8	12	12	NUM
easat-1627	218	9	output	output	NOUN
easat-1627	218	10	for	for	ADP
easat-1627	218	11	the	the	DET
easat-1627	218	12	correlation	correlation	NOUN
easat-1627	218	13	matrix	matrix	NOUN
easat-1627	218	14	.	.	PUNCT
easat-1627	219	1	table	table	NOUN
easat-1627	219	2	4	4	NUM
easat-1627	219	3	.	.	PUNCT
easat-1627	220	1	results	result	NOUN
easat-1627	220	2	of	of	ADP
easat-1627	220	3	lag	lag	NOUN
easat-1627	220	4	order	order	NOUN
easat-1627	220	5	selection	selection	NOUN
easat-1627	220	6	criteria	criterion	NOUN
easat-1627	220	7	.	.	PUNCT
easat-1627	221	1	endogenous	endogenous	ADJ
easat-1627	221	2	variables	variable	NOUN
easat-1627	221	3	:	:	PUNCT
easat-1627	221	4	lnah	lnah	PROPN
easat-1627	221	5	lnamt	lnamt	PROPN
easat-1627	221	6	lncp	lncp	PROPN
easat-1627	221	7	lnlf	lnlf	PROPN
easat-1627	221	8	lnrf	lnrf	PROPN
easat-1627	221	9	lag	lag	NOUN
easat-1627	221	10	logl	logl	NOUN
easat-1627	221	11	lr	lr	PROPN
easat-1627	221	12	fpe	fpe	PROPN
easat-1627	221	13	aic	aic	PROPN
easat-1627	221	14	sc	sc	PROPN
easat-1627	221	15	hq	hq	NOUN
easat-1627	221	16	0	0	NUM
easat-1627	222	1	148.9636	148.9636	NUM
easat-1627	222	2	na	na	PART
easat-1627	222	3	6.37e-11	6.37e-11	NUM
easat-1627	222	4	-9.287976	-9.287976	NOUN
easat-1627	222	5	-9.056688	-9.056688	NOUN
easat-1627	222	6	-9.212582	-9.212582	VERB
easat-1627	223	1	1	1	NUM
easat-1627	223	2	258.7025	258.7025	NUM
easat-1627	223	3	176.9981	176.9981	NUM
easat-1627	223	4	2.76e-13	2.76e-13	NUM
easat-1627	223	5	-14.75500	-14.75500	SYM
easat-1627	223	6	-13.36727	-13.36727	NOUN
easat-1627	223	7	*	*	NOUN
easat-1627	223	8	-14.30263	-14.30263	PUNCT
easat-1627	223	9	2	2	NUM
easat-1627	223	10	295.3324	295.3324	NUM
easat-1627	223	11	47.26442	47.26442	NUM
easat-1627	223	12	*	*	SYM
easat-1627	223	13	1.49e-13	1.49e-13	NUM
easat-1627	223	14	*	*	SYM
easat-1627	223	15	-15.50532	-15.50532	NUM
easat-1627	223	16	*	*	NOUN
easat-1627	223	17	-12.96115	-12.96115	PUNCT
easat-1627	223	18	-14.67598	-14.67598	SYM
easat-1627	223	19	*	*	NOUN
easat-1627	223	20	the	the	DET
easat-1627	223	21	table	table	NOUN
easat-1627	223	22	5	5	NUM
easat-1627	223	23	above	above	ADP
easat-1627	223	24	presents	present	NOUN
easat-1627	223	25	results	result	NOUN
easat-1627	223	26	of	of	ADP
easat-1627	223	27	lag	lag	NOUN
easat-1627	223	28	order	order	NOUN
easat-1627	223	29	selection	selection	NOUN
easat-1627	223	30	,	,	PUNCT
easat-1627	223	31	encompassing	encompass	VERB
easat-1627	223	32	endogenous	endogenous	ADJ
easat-1627	223	33	variables	variable	NOUN
easat-1627	223	34	lnah	lnah	PROPN
easat-1627	223	35	,	,	PUNCT
easat-1627	223	36	lnamt	lnamt	VERB
easat-1627	223	37	,	,	PUNCT
easat-1627	223	38	lncp	lncp	NOUN
easat-1627	223	39	,	,	PUNCT
easat-1627	223	40	lnlf	lnlf	NOUN
easat-1627	223	41	,	,	PUNCT
easat-1627	223	42	and	and	CCONJ
easat-1627	223	43	lnrf	lnrf	PROPN
easat-1627	223	44	,	,	PUNCT
easat-1627	223	45	over	over	ADP
easat-1627	223	46	the	the	DET
easat-1627	223	47	sample	sample	NOUN
easat-1627	223	48	period	period	NOUN
easat-1627	223	49	crossing	cross	VERB
easat-1627	223	50	from	from	ADP
easat-1627	223	51	1990	1990	NUM
easat-1627	223	52	to	to	ADP
easat-1627	223	53	2022	2022	NUM
easat-1627	223	54	,	,	PUNCT
easat-1627	223	55	totaling	total	VERB
easat-1627	223	56	31	31	NUM
easat-1627	223	57	observations	observation	NOUN
easat-1627	223	58	.	.	PUNCT
easat-1627	224	1	it	it	PRON
easat-1627	224	2	reveals	reveal	VERB
easat-1627	224	3	that	that	SCONJ
easat-1627	224	4	as	as	SCONJ
easat-1627	224	5	the	the	DET
easat-1627	224	6	lag	lag	NOUN
easat-1627	224	7	order	order	NOUN
easat-1627	224	8	increases	increase	VERB
easat-1627	224	9	from	from	ADP
easat-1627	224	10	0	0	NUM
easat-1627	224	11	to	to	ADP
easat-1627	224	12	2	2	NUM
easat-1627	224	13	,	,	PUNCT
easat-1627	224	14	there	there	PRON
easat-1627	224	15	is	be	VERB
easat-1627	224	16	a	a	DET
easat-1627	224	17	corresponding	corresponding	ADJ
easat-1627	224	18	improvement	improvement	NOUN
easat-1627	224	19	in	in	ADP
easat-1627	224	20	model	model	NOUN
easat-1627	224	21	fit	fit	PROPN
easat-1627	224	22	,	,	PUNCT
easat-1627	224	23	as	as	SCONJ
easat-1627	224	24	evidenced	evidence	VERB
easat-1627	224	25	by	by	ADP
easat-1627	224	26	the	the	DET
easat-1627	224	27	increase	increase	NOUN
easat-1627	224	28	in	in	ADP
easat-1627	224	29	log	log	NOUN
easat-1627	224	30	-	-	PUNCT
easat-1627	224	31	likelihood	likelihood	NOUN
easat-1627	224	32	values	value	NOUN
easat-1627	224	33	.	.	PUNCT
easat-1627	225	1	notably	notably	ADV
easat-1627	225	2	,	,	PUNCT
easat-1627	225	3	the	the	DET
easat-1627	225	4	likelihood	likelihood	NOUN
easat-1627	225	5	ratio	ratio	NOUN
easat-1627	225	6	(	(	PUNCT
easat-1627	225	7	lr	lr	NOUN
easat-1627	225	8	)	)	PUNCT
easat-1627	225	9	statistic	statistic	NOUN
easat-1627	225	10	also	also	ADV
easat-1627	225	11	demonstrates	demonstrate	VERB
easat-1627	225	12	substantial	substantial	ADJ
easat-1627	225	13	gains	gain	NOUN
easat-1627	225	14	in	in	ADP
easat-1627	225	15	model	model	NOUN
easat-1627	225	16	fit	fit	ADJ
easat-1627	225	17	with	with	ADP
easat-1627	225	18	each	each	DET
easat-1627	225	19	incremental	incremental	ADJ
easat-1627	225	20	increase	increase	NOUN
easat-1627	225	21	in	in	ADP
easat-1627	225	22	lag	lag	NOUN
easat-1627	225	23	order	order	NOUN
easat-1627	225	24	.	.	PUNCT
easat-1627	226	1	furthermore	furthermore	ADV
easat-1627	226	2	,	,	PUNCT
easat-1627	226	3	the	the	DET
easat-1627	226	4	previous	previous	ADJ
easat-1627	226	5	selection	selection	NOUN
easat-1627	226	6	criteria	criterion	NOUN
easat-1627	226	7	,	,	PUNCT
easat-1627	226	8	such	such	ADJ
easat-1627	226	9	as	as	ADP
easat-1627	226	10	,	,	PUNCT
easat-1627	226	11	final	final	ADJ
easat-1627	226	12	prediction	prediction	NOUN
easat-1627	226	13	error	error	NOUN
easat-1627	226	14	(	(	PUNCT
easat-1627	226	15	fpe	fpe	PROPN
easat-1627	226	16	)	)	PUNCT
easat-1627	226	17	,	,	PUNCT
easat-1627	226	18	akaike	akaike	ADP
easat-1627	226	19	information	information	NOUN
easat-1627	226	20	criterion	criterion	NOUN
easat-1627	226	21	(	(	PUNCT
easat-1627	226	22	aic	aic	PROPN
easat-1627	226	23	)	)	PUNCT
easat-1627	226	24	,	,	PUNCT
easat-1627	226	25	schwarz	schwarz	PROPN
easat-1627	226	26	information	information	NOUN
easat-1627	226	27	criterion	criterion	NOUN
easat-1627	226	28	(	(	PUNCT
easat-1627	226	29	sc	sc	PROPN
easat-1627	226	30	)	)	PUNCT
easat-1627	226	31	,	,	PUNCT
easat-1627	226	32	and	and	CCONJ
easat-1627	226	33	hannan	hannan	PROPN
easat-1627	226	34	-	-	PUNCT
easat-1627	226	35	quinn	quinn	PROPN
easat-1627	226	36	criterion	criterion	NOUN
easat-1627	226	37	(	(	PUNCT
easat-1627	226	38	hq	hq	NOUN
easat-1627	226	39	)	)	PUNCT
easat-1627	226	40	,	,	PUNCT
easat-1627	226	41	consistently	consistently	ADV
easat-1627	226	42	favor	favor	VERB
easat-1627	226	43	higher	high	ADJ
easat-1627	226	44	lag	lag	NOUN
easat-1627	226	45	orders	order	NOUN
easat-1627	226	46	,	,	PUNCT
easat-1627	226	47	indicating	indicate	VERB
easat-1627	226	48	enhanced	enhance	VERB
easat-1627	226	49	predictive	predictive	ADJ
easat-1627	226	50	performance	performance	NOUN
easat-1627	226	51	and	and	CCONJ
easat-1627	226	52	model	model	NOUN
easat-1627	226	53	fit	fit	PROPN
easat-1627	226	54	.	.	PUNCT
easat-1627	227	1	specifically	specifically	ADV
easat-1627	227	2	,	,	PUNCT
easat-1627	227	3	lag	lag	VERB
easat-1627	227	4	2	2	NUM
easat-1627	227	5	emerges	emerge	NOUN
easat-1627	227	6	as	as	ADP
easat-1627	227	7	the	the	DET
easat-1627	227	8	preferred	preferred	ADJ
easat-1627	227	9	lag	lag	NOUN
easat-1627	227	10	order	order	NOUN
easat-1627	227	11	across	across	ADP
easat-1627	227	12	most	most	ADJ
easat-1627	227	13	criteria	criterion	NOUN
easat-1627	227	14	,	,	PUNCT
easat-1627	227	15	as	as	SCONJ
easat-1627	227	16	denoted	denote	VERB
easat-1627	227	17	by	by	ADP
easat-1627	227	18	asterisks	asterisk	NOUN
easat-1627	227	19	,	,	PUNCT
easat-1627	227	20	suggesting	suggest	VERB
easat-1627	227	21	that	that	SCONJ
easat-1627	227	22	a	a	DET
easat-1627	227	23	model	model	NOUN
easat-1627	227	24	with	with	ADP
easat-1627	227	25	a	a	DET
easat-1627	227	26	lag	lag	NOUN
easat-1627	227	27	order	order	NOUN
easat-1627	227	28	of	of	ADP
easat-1627	227	29	2	2	NUM
easat-1627	227	30	is	be	AUX
easat-1627	227	31	most	most	ADV
easat-1627	227	32	suitable	suitable	ADJ
easat-1627	227	33	for	for	ADP
easat-1627	227	34	capturing	capture	VERB
easat-1627	227	35	the	the	DET
easat-1627	227	36	temporal	temporal	ADJ
easat-1627	227	37	dynamics	dynamic	NOUN
easat-1627	227	38	among	among	ADP
easat-1627	227	39	the	the	DET
easat-1627	227	40	variables	variable	NOUN
easat-1627	227	41	under	under	ADP
easat-1627	227	42	consideration	consideration	NOUN
easat-1627	227	43	.	.	PUNCT
easat-1627	228	1	this	this	DET
easat-1627	228	2	interpretation	interpretation	NOUN
easat-1627	228	3	underscores	underscore	VERB
easat-1627	228	4	the	the	DET
easat-1627	228	5	importance	importance	NOUN
easat-1627	228	6	of	of	ADP
easat-1627	228	7	selecting	select	VERB
easat-1627	228	8	an	an	DET
easat-1627	228	9	1437	1437	NUM
easat-1627	228	10	edelweiss	edelweiss	PROPN
easat-1627	228	11	applied	apply	VERB
easat-1627	228	12	science	science	NOUN
easat-1627	228	13	and	and	CCONJ
easat-1627	228	14	technology	technology	NOUN
easat-1627	228	15	issn	issn	PROPN
easat-1627	228	16	:	:	PUNCT
easat-1627	228	17	2576	2576	NUM
easat-1627	228	18	-	-	SYM
easat-1627	228	19	8484	8484	NUM
easat-1627	228	20	vol	vol	NOUN
easat-1627	228	21	.	.	PROPN
easat-1627	228	22	8	8	NUM
easat-1627	228	23	,	,	PUNCT
easat-1627	228	24	no	no	INTJ
easat-1627	228	25	.	.	NOUN
easat-1627	228	26	4	4	NUM
easat-1627	228	27	:	:	SYM
easat-1627	228	28	1428	1428	NUM
easat-1627	228	29	-	-	SYM
easat-1627	228	30	1447	1447	NUM
easat-1627	228	31	,	,	PUNCT
easat-1627	228	32	2024	2024	NUM
easat-1627	228	33	doi	doi	NOUN
easat-1627	228	34	:	:	PUNCT
easat-1627	228	35	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	228	36	©	©	NOUN
easat-1627	228	37	2024	2024	NUM
easat-1627	228	38	by	by	ADP
easat-1627	228	39	the	the	DET
easat-1627	228	40	author	author	NOUN
easat-1627	228	41	;	;	PUNCT
easat-1627	228	42	licensee	licensee	PROPN
easat-1627	228	43	learning	learn	VERB
easat-1627	228	44	gate	gate	VERB
easat-1627	228	45	appropriate	appropriate	ADJ
easat-1627	228	46	lag	lag	NOUN
easat-1627	228	47	order	order	NOUN
easat-1627	228	48	in	in	ADP
easat-1627	228	49	var	var	NOUN
easat-1627	228	50	modeling	modeling	NOUN
easat-1627	228	51	to	to	PART
easat-1627	228	52	ensure	ensure	VERB
easat-1627	228	53	robustness	robustness	NOUN
easat-1627	228	54	and	and	CCONJ
easat-1627	228	55	accuracy	accuracy	NOUN
easat-1627	228	56	in	in	ADP
easat-1627	228	57	analyzing	analyze	VERB
easat-1627	228	58	the	the	DET
easat-1627	228	59	relationships	relationship	NOUN
easat-1627	228	60	between	between	ADP
easat-1627	228	61	the	the	DET
easat-1627	228	62	endogenous	endogenous	ADJ
easat-1627	228	63	variables	variable	NOUN
easat-1627	228	64	over	over	ADP
easat-1627	228	65	the	the	DET
easat-1627	228	66	specified	specified	ADJ
easat-1627	228	67	sample	sample	NOUN
easat-1627	228	68	period	period	NOUN
easat-1627	228	69	.	.	PUNCT
easat-1627	229	1	table	table	NOUN
easat-1627	229	2	6	6	NUM
easat-1627	229	3	.	.	PUNCT
easat-1627	230	1	johansen	johansen	PROPN
easat-1627	230	2	cointegration	cointegration	PROPN
easat-1627	230	3	test	test	NOUN
easat-1627	230	4	.	.	PUNCT
easat-1627	231	1	series	series	NOUN
easat-1627	231	2	:	:	PUNCT
easat-1627	231	3	lnah	lnah	PROPN
easat-1627	231	4	lnamt	lnamt	PROPN
easat-1627	231	5	lncp	lncp	PROPN
easat-1627	231	6	lnlf	lnlf	PROPN
easat-1627	231	7	lnrf	lnrf	PROPN
easat-1627	231	8	panel	panel	NOUN
easat-1627	231	9	a	a	PRON
easat-1627	231	10	:	:	PUNCT
easat-1627	231	11	unrestricted	unrestricted	ADJ
easat-1627	231	12	cointegration	cointegration	NOUN
easat-1627	231	13	rank	rank	NOUN
easat-1627	231	14	test	test	NOUN
easat-1627	231	15	(	(	PUNCT
easat-1627	231	16	trace	trace	NOUN
easat-1627	231	17	)	)	PUNCT
easat-1627	231	18	assumed	assume	VERB
easat-1627	231	19	trace	trace	NOUN
easat-1627	231	20	0.05	0.05	NUM
easat-1627	231	21	no	no	NOUN
easat-1627	231	22	.	.	PUNCT
easat-1627	232	1	of	of	ADP
easat-1627	232	2	ce(s	ce(s	ADV
easat-1627	232	3	)	)	PUNCT
easat-1627	232	4	eigenvalue	eigenvalue	NOUN
easat-1627	232	5	statistic	statistic	ADJ
easat-1627	232	6	critical	critical	ADJ
easat-1627	232	7	value	value	NOUN
easat-1627	232	8	prob	prob	NOUN
easat-1627	232	9	.	.	PUNCT
easat-1627	233	1	*	*	PUNCT
easat-1627	234	1	*	*	PUNCT
easat-1627	235	1	none	none	NOUN
easat-1627	235	2	*	*	PUNCT
easat-1627	236	1	0.794184	0.794184	NUM
easat-1627	236	2	114.8640	114.8640	NUM
easat-1627	236	3	69.81889	69.81889	NUM
easat-1627	236	4	0.0000	0.0000	NUM
easat-1627	236	5	at	at	ADP
easat-1627	236	6	most	most	ADJ
easat-1627	236	7	1	1	NUM
easat-1627	236	8	*	*	PUNCT
easat-1627	236	9	0.681951	0.681951	NUM
easat-1627	236	10	67.44081	67.44081	NUM
easat-1627	236	11	47.85613	47.85613	NUM
easat-1627	236	12	0.0003	0.0003	NUM
easat-1627	236	13	at	at	ADP
easat-1627	236	14	most	most	ADJ
easat-1627	236	15	2	2	NUM
easat-1627	236	16	*	*	PUNCT
easat-1627	236	17	0.510459	0.510459	NUM
easat-1627	236	18	33.07434	33.07434	NUM
easat-1627	236	19	29.79707	29.79707	NUM
easat-1627	236	20	0.0202	0.0202	NUM
easat-1627	236	21	at	at	ADP
easat-1627	236	22	most	most	ADJ
easat-1627	236	23	3	3	NUM
easat-1627	236	24	0.284414	0.284414	NUM
easat-1627	236	25	11.64573	11.64573	NUM
easat-1627	236	26	15.49471	15.49471	NUM
easat-1627	236	27	0.1747	0.1747	NUM
easat-1627	236	28	at	at	ADP
easat-1627	236	29	most	most	ADV
easat-1627	236	30	4	4	NUM
easat-1627	236	31	0.052129	0.052129	NUM
easat-1627	236	32	1.606105	1.606105	NUM
easat-1627	236	33	3.841465	3.841465	NUM
easat-1627	236	34	0.2050	0.2050	NUM
easat-1627	236	35	note	note	NOUN
easat-1627	236	36	:	:	PUNCT
easat-1627	236	37	*	*	PUNCT
easat-1627	236	38	denotes	denote	NOUN
easat-1627	236	39	significance	significance	NOUN
easat-1627	236	40	at	at	ADP
easat-1627	236	41	the	the	DET
easat-1627	236	42	0.05	0.05	NUM
easat-1627	236	43	level	level	NOUN
easat-1627	236	44	*	*	PUNCT
easat-1627	236	45	*	*	PUNCT
easat-1627	236	46	p	p	NOUN
easat-1627	236	47	-	-	PUNCT
easat-1627	236	48	values	value	NOUN
easat-1627	236	49	of	of	ADP
easat-1627	236	50	mackinnon	mackinnon	PROPN
easat-1627	236	51	-	-	PUNCT
easat-1627	236	52	haug	haug	NOUN
easat-1627	236	53	-	-	PUNCT
easat-1627	236	54	michelis	michelis	PROPN
easat-1627	236	55	(	(	PUNCT
easat-1627	236	56	1999	1999	NUM
easat-1627	236	57	)	)	PUNCT
easat-1627	236	58	.	.	PUNCT
easat-1627	237	1	panel	panel	NOUN
easat-1627	237	2	b	b	PROPN
easat-1627	237	3	unresticted	unresticted	ADJ
easat-1627	237	4	cointegration	cointegration	NOUN
easat-1627	237	5	rank	rank	NOUN
easat-1627	237	6	test	test	NOUN
easat-1627	237	7	(	(	PUNCT
easat-1627	237	8	maximum	maximum	PROPN
easat-1627	237	9	eigenvalue	eigenvalue	NOUN
easat-1627	237	10	)	)	PUNCT
easat-1627	237	11	assumed	assume	VERB
easat-1627	237	12	max	max	PROPN
easat-1627	237	13	-	-	PUNCT
easat-1627	237	14	eigen	eigen	PROPN
easat-1627	237	15	0.05	0.05	NUM
easat-1627	237	16	ce(s	ce(s	ADJ
easat-1627	237	17	)	)	PUNCT
easat-1627	237	18	no	no	DET
easat-1627	237	19	eigenvalue	eigenvalue	PROPN
easat-1627	237	20	statistic	statistic	ADJ
easat-1627	237	21	critical	critical	ADJ
easat-1627	237	22	value	value	NOUN
easat-1627	237	23	prob	prob	NOUN
easat-1627	237	24	.	.	PUNCT
easat-1627	238	1	*	*	PUNCT
easat-1627	239	1	*	*	PUNCT
easat-1627	240	1	none	none	NOUN
easat-1627	240	2	*	*	PUNCT
easat-1627	240	3	0.794184	0.794184	NUM
easat-1627	240	4	47.42316	47.42316	NUM
easat-1627	240	5	33.87687	33.87687	NUM
easat-1627	240	6	0.0007	0.0007	NUM
easat-1627	240	7	at	at	ADP
easat-1627	240	8	most	most	ADJ
easat-1627	240	9	1	1	NUM
easat-1627	240	10	*	*	PUNCT
easat-1627	240	11	0.681951	0.681951	NUM
easat-1627	240	12	34.36646	34.36646	NUM
easat-1627	240	13	27.58434	27.58434	NUM
easat-1627	240	14	0.0058	0.0058	NUM
easat-1627	240	15	at	at	ADP
easat-1627	240	16	most	most	ADJ
easat-1627	240	17	2	2	NUM
easat-1627	240	18	*	*	PUNCT
easat-1627	240	19	0.510459	0.510459	NUM
easat-1627	240	20	21.42862	21.42862	NUM
easat-1627	240	21	21.13162	21.13162	NUM
easat-1627	240	22	0.0454	0.0454	NUM
easat-1627	240	23	at	at	ADP
easat-1627	240	24	most	most	ADJ
easat-1627	240	25	3	3	NUM
easat-1627	240	26	0.284414	0.284414	NUM
easat-1627	240	27	10.03962	10.03962	NUM
easat-1627	240	28	14.26460	14.26460	NUM
easat-1627	240	29	0.2093	0.2093	NUM
easat-1627	240	30	at	at	ADP
easat-1627	240	31	most	most	ADV
easat-1627	240	32	4	4	NUM
easat-1627	240	33	0.052129	0.052129	NUM
easat-1627	240	34	1.606105	1.606105	NUM
easat-1627	240	35	3.841465	3.841465	NUM
easat-1627	240	36	0.2050	0.2050	NUM
easat-1627	240	37	note	note	NOUN
easat-1627	240	38	:	:	PUNCT
easat-1627	240	39	*	*	PUNCT
easat-1627	240	40	denotes	denote	NOUN
easat-1627	240	41	significance	significance	NOUN
easat-1627	240	42	at	at	ADP
easat-1627	240	43	the	the	DET
easat-1627	240	44	0.05	0.05	NUM
easat-1627	240	45	level	level	NOUN
easat-1627	240	46	*	*	PUNCT
easat-1627	240	47	*	*	PUNCT
easat-1627	240	48	p	p	NOUN
easat-1627	240	49	-	-	PUNCT
easat-1627	240	50	values	value	NOUN
easat-1627	240	51	of	of	ADP
easat-1627	240	52	of	of	ADP
easat-1627	240	53	mackinnon	mackinnon	PROPN
easat-1627	240	54	-	-	PUNCT
easat-1627	240	55	haug	haug	NOUN
easat-1627	240	56	-	-	PUNCT
easat-1627	240	57	michelis	michelis	PROPN
easat-1627	240	58	(	(	PUNCT
easat-1627	240	59	1999	1999	NUM
easat-1627	240	60	)	)	PUNCT
easat-1627	240	61	source	source	NOUN
easat-1627	240	62	:	:	PUNCT
easat-1627	240	63	results	result	NOUN
easat-1627	240	64	of	of	ADP
easat-1627	240	65	eviews	eviews	PROPN
easat-1627	240	66	12	12	NUM
easat-1627	240	67	of	of	ADP
easat-1627	240	68	johansen	johansen	PROPN
easat-1627	240	69	test	test	PROPN
easat-1627	240	70	(	(	PUNCT
easat-1627	240	71	cointegration	cointegration	NOUN
easat-1627	240	72	of	of	ADP
easat-1627	240	73	the	the	DET
easat-1627	240	74	variables	variable	NOUN
easat-1627	240	75	)	)	PUNCT
easat-1627	240	76	table	table	NOUN
easat-1627	240	77	6	6	NUM
easat-1627	240	78	argued	argue	VERB
easat-1627	240	79	that	that	SCONJ
easat-1627	240	80	there	there	PRON
easat-1627	240	81	are	be	VERB
easat-1627	240	82	cointegration	cointegration	NOUN
easat-1627	240	83	relationships	relationship	NOUN
easat-1627	240	84	among	among	ADP
easat-1627	240	85	the	the	DET
easat-1627	240	86	series	series	NOUN
easat-1627	240	87	lnah	lnah	PROPN
easat-1627	240	88	,	,	PUNCT
easat-1627	240	89	lnamt	lnamt	VERB
easat-1627	240	90	,	,	PUNCT
easat-1627	240	91	lncp	lncp	NOUN
easat-1627	240	92	,	,	PUNCT
easat-1627	240	93	lnlf	lnlf	NOUN
easat-1627	240	94	,	,	PUNCT
easat-1627	240	95	and	and	CCONJ
easat-1627	240	96	lnrf	lnrf	PROPN
easat-1627	240	97	.	.	PUNCT
easat-1627	241	1	both	both	CCONJ
easat-1627	241	2	the	the	DET
easat-1627	241	3	trace	trace	NOUN
easat-1627	241	4	test	test	NOUN
easat-1627	241	5	and	and	CCONJ
easat-1627	241	6	the	the	DET
easat-1627	241	7	maximum	maximum	PROPN
easat-1627	241	8	eigenvalue	eigenvalue	PROPN
easat-1627	241	9	test	test	NOUN
easat-1627	241	10	argued	argue	VERB
easat-1627	241	11	the	the	DET
easat-1627	241	12	presence	presence	NOUN
easat-1627	241	13	of	of	ADP
easat-1627	241	14	cointegration	cointegration	NOUN
easat-1627	241	15	at	at	ADP
easat-1627	241	16	the	the	DET
easat-1627	241	17	0.05	0.05	NUM
easat-1627	241	18	significance	significance	NOUN
easat-1627	241	19	level	level	NOUN
easat-1627	241	20	.	.	PUNCT
easat-1627	242	1	specifically	specifically	ADV
easat-1627	242	2	,	,	PUNCT
easat-1627	242	3	the	the	DET
easat-1627	242	4	null	null	ADJ
easat-1627	242	5	hypothesis	hypothesis	NOUN
easat-1627	242	6	of	of	ADP
easat-1627	242	7	no	no	DET
easat-1627	242	8	cointegration	cointegration	NOUN
easat-1627	242	9	is	be	AUX
easat-1627	242	10	rejected	reject	VERB
easat-1627	242	11	,	,	PUNCT
easat-1627	242	12	demonstrating	demonstrate	VERB
easat-1627	242	13	the	the	DET
easat-1627	242	14	presence	presence	NOUN
easat-1627	242	15	of	of	ADP
easat-1627	242	16	long	long	ADJ
easat-1627	242	17	-	-	PUNCT
easat-1627	242	18	term	term	NOUN
easat-1627	242	19	equilibrium	equilibrium	NOUN
easat-1627	242	20	associations	association	NOUN
easat-1627	242	21	among	among	ADP
easat-1627	242	22	the	the	DET
easat-1627	242	23	variables	variable	NOUN
easat-1627	242	24	.	.	PUNCT
easat-1627	243	1	these	these	DET
easat-1627	243	2	findings	finding	NOUN
easat-1627	243	3	are	be	AUX
easat-1627	243	4	important	important	ADJ
easat-1627	243	5	for	for	ADP
easat-1627	243	6	understanding	understand	VERB
easat-1627	243	7	the	the	DET
easat-1627	243	8	underlying	underlie	VERB
easat-1627	243	9	dynamics	dynamic	NOUN
easat-1627	243	10	and	and	CCONJ
easat-1627	243	11	relationships	relationship	NOUN
easat-1627	243	12	among	among	ADP
easat-1627	243	13	the	the	DET
easat-1627	243	14	series	series	NOUN
easat-1627	243	15	,	,	PUNCT
easat-1627	243	16	which	which	PRON
easat-1627	243	17	can	can	AUX
easat-1627	243	18	be	be	AUX
easat-1627	243	19	valuable	valuable	ADJ
easat-1627	243	20	for	for	ADP
easat-1627	243	21	forecasting	forecasting	NOUN
easat-1627	243	22	and	and	CCONJ
easat-1627	243	23	economic	economic	ADJ
easat-1627	243	24	analysis	analysis	NOUN
easat-1627	243	25	.	.	PUNCT
easat-1627	244	1	4.2	4.2	NUM
easat-1627	244	2	.	.	PUNCT
easat-1627	244	3	ardl	ardl	NOUN
easat-1627	244	4	model	model	PROPN
easat-1627	244	5	estimation	estimation	NOUN
easat-1627	244	6	outcomes	outcome	NOUN
easat-1627	244	7	:	:	PUNCT
easat-1627	244	8	the	the	DET
easat-1627	244	9	long	long	ADV
easat-1627	244	10	-	-	PUNCT
easat-1627	244	11	run	run	VERB
easat-1627	244	12	findings	finding	NOUN
easat-1627	244	13	according	accord	VERB
easat-1627	244	14	to	to	ADP
easat-1627	244	15	the	the	DET
easat-1627	244	16	results	result	NOUN
easat-1627	244	17	,	,	PUNCT
easat-1627	244	18	the	the	DET
easat-1627	244	19	bounds	bound	NOUN
easat-1627	244	20	test	test	NOUN
easat-1627	244	21	proved	prove	VERB
easat-1627	244	22	the	the	DET
easat-1627	244	23	existence	existence	NOUN
easat-1627	244	24	of	of	ADP
easat-1627	244	25	cointegration	cointegration	NOUN
easat-1627	244	26	,	,	PUNCT
easat-1627	244	27	which	which	PRON
easat-1627	244	28	stands	stand	VERB
easat-1627	244	29	for	for	ADP
easat-1627	244	30	a	a	DET
easat-1627	244	31	long	long	ADJ
easat-1627	244	32	-	-	PUNCT
easat-1627	244	33	term	term	NOUN
easat-1627	244	34	relationship	relationship	NOUN
easat-1627	244	35	.	.	PUNCT
easat-1627	245	1	in	in	ADP
easat-1627	245	2	table	table	NOUN
easat-1627	245	3	7	7	NUM
easat-1627	245	4	,	,	PUNCT
easat-1627	245	5	the	the	DET
easat-1627	245	6	bounds	bound	NOUN
easat-1627	245	7	f	f	NOUN
easat-1627	245	8	-	-	PUNCT
easat-1627	245	9	statistics	statistic	NOUN
easat-1627	245	10	value	value	NOUN
easat-1627	245	11	of	of	ADP
easat-1627	245	12	4.051	4.051	NUM
easat-1627	245	13	exceeds	exceed	NOUN
easat-1627	245	14	both	both	CCONJ
easat-1627	245	15	the	the	DET
easat-1627	245	16	lower	low	ADJ
easat-1627	245	17	limit	limit	NOUN
easat-1627	245	18	(	(	PUNCT
easat-1627	245	19	2.62	2.62	NUM
easat-1627	245	20	)	)	PUNCT
easat-1627	245	21	and	and	CCONJ
easat-1627	245	22	the	the	DET
easat-1627	245	23	upper	upper	ADJ
easat-1627	245	24	limit	limit	NOUN
easat-1627	245	25	(	(	PUNCT
easat-1627	245	26	3.79	3.79	NUM
easat-1627	245	27	)	)	PUNCT
easat-1627	245	28	at	at	ADP
easat-1627	245	29	a	a	DET
easat-1627	245	30	99	99	NUM
easat-1627	245	31	%	%	NOUN
easat-1627	245	32	confidence	confidence	NOUN
easat-1627	245	33	level	level	NOUN
easat-1627	245	34	.	.	PUNCT
easat-1627	246	1	these	these	DET
easat-1627	246	2	results	result	NOUN
easat-1627	246	3	imply	imply	VERB
easat-1627	246	4	the	the	DET
easat-1627	246	5	presence	presence	NOUN
easat-1627	246	6	of	of	ADP
easat-1627	246	7	a	a	DET
easat-1627	246	8	longterm	longterm	ADJ
easat-1627	246	9	relationship	relationship	NOUN
easat-1627	246	10	between	between	ADP
easat-1627	246	11	crop	crop	NOUN
easat-1627	246	12	production	production	NOUN
easat-1627	246	13	and	and	CCONJ
easat-1627	246	14	the	the	DET
easat-1627	246	15	chosen	choose	VERB
easat-1627	246	16	independent	independent	ADJ
easat-1627	246	17	variables	variable	NOUN
easat-1627	246	18	in	in	ADP
easat-1627	246	19	the	the	DET
easat-1627	246	20	study	study	NOUN
easat-1627	246	21	conducted	conduct	VERB
easat-1627	246	22	in	in	ADP
easat-1627	246	23	somalia	somalia	PROPN
easat-1627	246	24	from	from	ADP
easat-1627	246	25	1990	1990	NUM
easat-1627	246	26	to	to	ADP
easat-1627	246	27	2022	2022	NUM
easat-1627	246	28	.	.	PUNCT
easat-1627	247	1	moreover	moreover	ADV
easat-1627	247	2	,	,	PUNCT
easat-1627	247	3	the	the	DET
easat-1627	247	4	research	research	NOUN
easat-1627	247	5	investigates	investigate	VERB
easat-1627	247	6	the	the	DET
easat-1627	247	7	long	long	ADJ
easat-1627	247	8	-	-	PUNCT
easat-1627	247	9	term	term	NOUN
easat-1627	247	10	and	and	CCONJ
easat-1627	247	11	short	short	ADJ
easat-1627	247	12	-	-	PUNCT
easat-1627	247	13	term	term	NOUN
easat-1627	247	14	relationships	relationship	NOUN
easat-1627	247	15	between	between	ADP
easat-1627	247	16	crop	crop	NOUN
easat-1627	247	17	production	production	NOUN
easat-1627	247	18	and	and	CCONJ
easat-1627	247	19	the	the	DET
easat-1627	247	20	variables	variable	NOUN
easat-1627	247	21	of	of	ADP
easat-1627	247	22	area	area	NOUN
easat-1627	247	23	harvested	harvest	VERB
easat-1627	247	24	,	,	PUNCT
easat-1627	247	25	foreign	foreign	ADJ
easat-1627	247	26	direct	direct	ADJ
easat-1627	247	27	investment	investment	NOUN
easat-1627	247	28	,	,	PUNCT
easat-1627	247	29	labor	labor	NOUN
easat-1627	247	30	force	force	NOUN
easat-1627	247	31	,	,	PUNCT
easat-1627	247	32	rainfall	rainfall	NOUN
easat-1627	247	33	,	,	PUNCT
easat-1627	247	34	and	and	CCONJ
easat-1627	247	35	annual	annual	ADJ
easat-1627	247	36	mean	mean	ADJ
easat-1627	247	37	temperature	temperature	NOUN
easat-1627	247	38	.	.	PUNCT
easat-1627	248	1	the	the	DET
easat-1627	248	2	outcomes	outcome	NOUN
easat-1627	248	3	of	of	ADP
easat-1627	248	4	the	the	DET
easat-1627	248	5	long	long	ADJ
easat-1627	248	6	-	-	PUNCT
easat-1627	248	7	term	term	NOUN
easat-1627	248	8	and	and	CCONJ
easat-1627	248	9	short	short	ADJ
easat-1627	248	10	-	-	PUNCT
easat-1627	248	11	term	term	NOUN
easat-1627	248	12	elasticities	elasticity	NOUN
easat-1627	248	13	are	be	AUX
easat-1627	248	14	reported	report	VERB
easat-1627	248	15	in	in	ADP
easat-1627	248	16	table	table	NOUN
easat-1627	248	17	8	8	NUM
easat-1627	248	18	and	and	CCONJ
easat-1627	248	19	the	the	DET
easat-1627	248	20	respective	respective	ADJ
easat-1627	248	21	table	table	NOUN
easat-1627	248	22	9	9	NUM
easat-1627	248	23	,	,	PUNCT
easat-1627	248	24	respectively	respectively	ADV
easat-1627	248	25	.	.	PUNCT
easat-1627	249	1	1438	1438	NUM
easat-1627	249	2	edelweiss	edelweiss	PROPN
easat-1627	249	3	applied	apply	VERB
easat-1627	249	4	science	science	NOUN
easat-1627	249	5	and	and	CCONJ
easat-1627	249	6	technology	technology	NOUN
easat-1627	249	7	issn	issn	PROPN
easat-1627	249	8	:	:	PUNCT
easat-1627	249	9	2576	2576	NUM
easat-1627	249	10	-	-	SYM
easat-1627	249	11	8484	8484	NUM
easat-1627	249	12	vol	vol	NOUN
easat-1627	249	13	.	.	PROPN
easat-1627	249	14	8	8	NUM
easat-1627	249	15	,	,	PUNCT
easat-1627	249	16	no	no	INTJ
easat-1627	249	17	.	.	NOUN
easat-1627	249	18	4	4	NUM
easat-1627	249	19	:	:	SYM
easat-1627	249	20	1428	1428	NUM
easat-1627	249	21	-	-	SYM
easat-1627	249	22	1447	1447	NUM
easat-1627	249	23	,	,	PUNCT
easat-1627	249	24	2024	2024	NUM
easat-1627	249	25	doi	doi	NOUN
easat-1627	249	26	:	:	PUNCT
easat-1627	249	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	249	28	©	©	NOUN
easat-1627	249	29	2024	2024	NUM
easat-1627	249	30	by	by	ADP
easat-1627	249	31	the	the	DET
easat-1627	249	32	author	author	NOUN
easat-1627	249	33	;	;	PUNCT
easat-1627	249	34	licensee	licensee	PROPN
easat-1627	249	35	learning	learn	VERB
easat-1627	249	36	gate	gate	NOUN
easat-1627	249	37	table	table	NOUN
easat-1627	249	38	5	5	NUM
easat-1627	249	39	.	.	PUNCT
easat-1627	249	40	ardl	ardl	NOUN
easat-1627	249	41	bounds	bound	NOUN
easat-1627	249	42	testing	test	VERB
easat-1627	249	43	results	result	NOUN
easat-1627	249	44	.	.	PUNCT
easat-1627	250	1	f	f	X
easat-1627	250	2	-	-	PUNCT
easat-1627	250	3	bounds	bound	VERB
easat-1627	250	4	test	test	NOUN
easat-1627	250	5	relationship	relationship	NOUN
easat-1627	250	6	at	at	ADP
easat-1627	250	7	all	all	DET
easat-1627	250	8	levels	level	NOUN
easat-1627	250	9	test	test	VERB
easat-1627	250	10	statistic	statistic	NOUN
easat-1627	250	11	value	value	NOUN
easat-1627	250	12	significance	significance	NOUN
easat-1627	250	13	(	(	PUNCT
easat-1627	250	14	%	%	INTJ
easat-1627	250	15	)	)	PUNCT
easat-1627	250	16	lower	low	ADJ
easat-1627	250	17	bounds	bound	VERB
easat-1627	250	18	upper	upper	ADJ
easat-1627	250	19	bounds	bound	NOUN
easat-1627	250	20	f	f	X
easat-1627	250	21	-	-	PUNCT
easat-1627	250	22	statistic	statistic	ADJ
easat-1627	250	23	4.0511531	4.0511531	NUM
easat-1627	250	24	10	10	NUM
easat-1627	250	25	%	%	NOUN
easat-1627	250	26	2.26	2.26	NUM
easat-1627	250	27	3.35	3.35	NUM
easat-1627	250	28	k	k	NOUN
easat-1627	250	29	5	5	NUM
easat-1627	250	30	5	5	NUM
easat-1627	250	31	%	%	NOUN
easat-1627	250	32	2.62	2.62	NUM
easat-1627	250	33	3.79	3.79	NUM
easat-1627	250	34	2.5	2.5	NUM
easat-1627	250	35	%	%	NOUN
easat-1627	250	36	2.96	2.96	NUM
easat-1627	250	37	4.18	4.18	NUM
easat-1627	250	38	1	1	NUM
easat-1627	250	39	%	%	NOUN
easat-1627	250	40	3.41	3.41	NUM
easat-1627	250	41	4.68	4.68	NUM
easat-1627	250	42	note	note	NOUN
easat-1627	250	43	:	:	PUNCT
easat-1627	250	44	(	(	PUNCT
easat-1627	250	45	s	s	X
easat-1627	250	46	)	)	PUNCT
easat-1627	250	47	”	"	PUNCT
easat-1627	250	48	superscript	superscript	NOUN
easat-1627	250	49	“	"	PUNCT
easat-1627	250	50	1	1	NUM
easat-1627	250	51	”	"	PUNCT
easat-1627	250	52	indicates	indicate	VERB
easat-1627	250	53	the	the	DET
easat-1627	250	54	significance	significance	NOUN
easat-1627	250	55	level	level	NOUN
easat-1627	250	56	at	at	ADP
easat-1627	250	57	5	5	NUM
easat-1627	250	58	%	%	NOUN
easat-1627	250	59	.	.	PUNCT
easat-1627	251	1	source	source	NOUN
easat-1627	251	2	:	:	PUNCT
easat-1627	251	3	findings	finding	NOUN
easat-1627	251	4	of	of	ADP
easat-1627	251	5	eviews	eviews	PROPN
easat-1627	251	6	12	12	NUM
easat-1627	251	7	of	of	ADP
easat-1627	251	8	bound	bind	VERB
easat-1627	251	9	test	test	NOUN
easat-1627	251	10	(	(	PUNCT
easat-1627	251	11	cointegration	cointegration	NOUN
easat-1627	251	12	of	of	ADP
easat-1627	251	13	the	the	DET
easat-1627	251	14	variables	variable	NOUN
easat-1627	251	15	)	)	PUNCT
easat-1627	251	16	.	.	PUNCT
easat-1627	252	1	table	table	NOUN
easat-1627	252	2	8	8	NUM
easat-1627	252	3	reports	report	VERB
easat-1627	252	4	the	the	DET
easat-1627	252	5	estimated	estimate	VERB
easat-1627	252	6	parameters	parameter	NOUN
easat-1627	252	7	of	of	ADP
easat-1627	252	8	the	the	DET
easat-1627	252	9	long	long	ADV
easat-1627	252	10	-	-	PUNCT
easat-1627	252	11	run	run	NOUN
easat-1627	252	12	model	model	NOUN
easat-1627	252	13	,	,	PUNCT
easat-1627	252	14	which	which	PRON
easat-1627	252	15	provide	provide	VERB
easat-1627	252	16	the	the	DET
easat-1627	252	17	findings	finding	NOUN
easat-1627	252	18	for	for	ADP
easat-1627	252	19	the	the	DET
easat-1627	252	20	long	long	ADJ
easat-1627	252	21	-	-	PUNCT
easat-1627	252	22	term	term	NOUN
easat-1627	252	23	results	result	NOUN
easat-1627	252	24	.	.	PUNCT
easat-1627	253	1	table	table	NOUN
easat-1627	253	2	8	8	NUM
easat-1627	253	3	reveals	reveal	VERB
easat-1627	253	4	that	that	SCONJ
easat-1627	253	5	the	the	DET
easat-1627	253	6	variables	variable	NOUN
easat-1627	253	7	of	of	ADP
easat-1627	253	8	foreign	foreign	ADJ
easat-1627	253	9	direct	direct	ADJ
easat-1627	253	10	investment	investment	NOUN
easat-1627	253	11	(	(	PUNCT
easat-1627	253	12	fdi	fdi	NOUN
easat-1627	253	13	)	)	PUNCT
easat-1627	253	14	and	and	CCONJ
easat-1627	253	15	labor	labor	NOUN
easat-1627	253	16	force	force	NOUN
easat-1627	253	17	(	(	PUNCT
easat-1627	253	18	lf	lf	NOUN
easat-1627	253	19	)	)	PUNCT
easat-1627	253	20	exhibit	exhibit	VERB
easat-1627	253	21	statistical	statistical	ADJ
easat-1627	253	22	significance	significance	NOUN
easat-1627	253	23	in	in	ADP
easat-1627	253	24	the	the	DET
easat-1627	253	25	long	long	ADJ
easat-1627	253	26	run	run	NOUN
easat-1627	253	27	.	.	PUNCT
easat-1627	254	1	on	on	ADP
easat-1627	254	2	the	the	DET
easat-1627	254	3	other	other	ADJ
easat-1627	254	4	hand	hand	NOUN
easat-1627	254	5	,	,	PUNCT
easat-1627	254	6	it	it	PRON
easat-1627	254	7	has	have	AUX
easat-1627	254	8	been	be	AUX
easat-1627	254	9	discovered	discover	VERB
easat-1627	254	10	that	that	SCONJ
easat-1627	254	11	the	the	DET
easat-1627	254	12	variables	variable	NOUN
easat-1627	254	13	of	of	ADP
easat-1627	254	14	areas	area	NOUN
easat-1627	254	15	harvested	harvest	VERB
easat-1627	254	16	(	(	PUNCT
easat-1627	254	17	ah	ah	INTJ
easat-1627	254	18	)	)	PUNCT
easat-1627	254	19	,	,	PUNCT
easat-1627	254	20	annual	annual	ADJ
easat-1627	254	21	mean	mean	ADJ
easat-1627	254	22	temperature	temperature	NOUN
easat-1627	254	23	(	(	PUNCT
easat-1627	254	24	amt	amt	PROPN
easat-1627	254	25	)	)	PUNCT
easat-1627	254	26	,	,	PUNCT
easat-1627	254	27	and	and	CCONJ
easat-1627	254	28	rainfall	rainfall	NOUN
easat-1627	254	29	(	(	PUNCT
easat-1627	254	30	rf	rf	NOUN
easat-1627	254	31	)	)	PUNCT
easat-1627	254	32	do	do	AUX
easat-1627	254	33	not	not	PART
easat-1627	254	34	have	have	VERB
easat-1627	254	35	any	any	DET
easat-1627	254	36	statistical	statistical	ADJ
easat-1627	254	37	significance	significance	NOUN
easat-1627	254	38	throughout	throughout	ADP
easat-1627	254	39	the	the	DET
easat-1627	254	40	long	long	ADJ
easat-1627	254	41	run	run	NOUN
easat-1627	254	42	period	period	NOUN
easat-1627	254	43	.	.	PUNCT
easat-1627	255	1	the	the	DET
easat-1627	255	2	findings	finding	NOUN
easat-1627	255	3	suggest	suggest	VERB
easat-1627	255	4	that	that	SCONJ
easat-1627	255	5	foreign	foreign	ADJ
easat-1627	255	6	direct	direct	ADJ
easat-1627	255	7	investment	investment	NOUN
easat-1627	255	8	and	and	CCONJ
easat-1627	255	9	the	the	DET
easat-1627	255	10	size	size	NOUN
easat-1627	255	11	of	of	ADP
easat-1627	255	12	the	the	DET
easat-1627	255	13	labor	labor	NOUN
easat-1627	255	14	force	force	NOUN
easat-1627	255	15	have	have	VERB
easat-1627	255	16	a	a	DET
easat-1627	255	17	meaningful	meaningful	ADJ
easat-1627	255	18	impact	impact	NOUN
easat-1627	255	19	on	on	ADP
easat-1627	255	20	crop	crop	NOUN
easat-1627	255	21	production	production	NOUN
easat-1627	255	22	over	over	ADP
easat-1627	255	23	an	an	DET
easat-1627	255	24	extended	extended	ADJ
easat-1627	255	25	period	period	NOUN
easat-1627	255	26	,	,	PUNCT
easat-1627	255	27	while	while	SCONJ
easat-1627	255	28	factors	factor	NOUN
easat-1627	255	29	such	such	ADJ
easat-1627	255	30	as	as	ADP
easat-1627	255	31	rainfall	rainfall	NOUN
easat-1627	255	32	and	and	CCONJ
easat-1627	255	33	annual	annual	ADJ
easat-1627	255	34	mean	mean	ADJ
easat-1627	255	35	temperature	temperature	NOUN
easat-1627	255	36	have	have	VERB
easat-1627	255	37	notable	notable	ADJ
easat-1627	255	38	detrimental	detrimental	ADJ
easat-1627	255	39	impact	impact	NOUN
easat-1627	255	40	on	on	ADP
easat-1627	255	41	crop	crop	NOUN
easat-1627	255	42	production	production	NOUN
easat-1627	255	43	in	in	ADP
easat-1627	255	44	somalia	somalia	PROPN
easat-1627	255	45	.	.	PUNCT
easat-1627	256	1	furthermore	furthermore	ADV
easat-1627	256	2	,	,	PUNCT
easat-1627	256	3	the	the	DET
easat-1627	256	4	long	long	ADJ
easat-1627	256	5	-	-	PUNCT
easat-1627	256	6	term	term	NOUN
easat-1627	256	7	effect	effect	NOUN
easat-1627	256	8	of	of	ADP
easat-1627	256	9	annual	annual	ADJ
easat-1627	256	10	mean	mean	ADJ
easat-1627	256	11	temperature	temperature	NOUN
easat-1627	256	12	change	change	NOUN
easat-1627	256	13	is	be	AUX
easat-1627	256	14	also	also	ADV
easat-1627	256	15	observed	observe	VERB
easat-1627	256	16	to	to	PART
easat-1627	256	17	have	have	VERB
easat-1627	256	18	a	a	DET
easat-1627	256	19	significant	significant	ADJ
easat-1627	256	20	negative	negative	ADJ
easat-1627	256	21	influence	influence	NOUN
easat-1627	256	22	on	on	ADP
easat-1627	256	23	crop	crop	NOUN
easat-1627	256	24	production	production	NOUN
easat-1627	256	25	.	.	PUNCT
easat-1627	257	1	these	these	DET
easat-1627	257	2	findings	finding	NOUN
easat-1627	257	3	argued	argue	VERB
easat-1627	257	4	that	that	SCONJ
easat-1627	257	5	the	the	DET
easat-1627	257	6	increasing	increase	VERB
easat-1627	257	7	annual	annual	ADJ
easat-1627	257	8	mean	mean	ADJ
easat-1627	257	9	temperature	temperature	NOUN
easat-1627	257	10	is	be	AUX
easat-1627	257	11	adversely	adversely	ADV
easat-1627	257	12	affecting	affect	VERB
easat-1627	257	13	the	the	DET
easat-1627	257	14	productivity	productivity	NOUN
easat-1627	257	15	of	of	ADP
easat-1627	257	16	crops	crop	NOUN
easat-1627	257	17	in	in	ADP
easat-1627	257	18	the	the	DET
easat-1627	257	19	long	long	ADJ
easat-1627	257	20	run	run	NOUN
easat-1627	257	21	,	,	PUNCT
easat-1627	257	22	potentially	potentially	ADV
easat-1627	257	23	causing	cause	VERB
easat-1627	257	24	disruptions	disruption	NOUN
easat-1627	257	25	in	in	ADP
easat-1627	257	26	crop	crop	NOUN
easat-1627	257	27	production	production	NOUN
easat-1627	257	28	performance	performance	NOUN
easat-1627	257	29	.	.	PUNCT
easat-1627	258	1	the	the	DET
easat-1627	258	2	statistical	statistical	ADJ
easat-1627	258	3	insignificance	insignificance	NOUN
easat-1627	258	4	for	for	ADP
easat-1627	258	5	the	the	DET
easat-1627	258	6	rainfall	rainfall	NOUN
easat-1627	258	7	variable	variable	NOUN
easat-1627	258	8	in	in	ADP
easat-1627	258	9	the	the	DET
easat-1627	258	10	long	long	ADJ
easat-1627	258	11	run	run	NOUN
easat-1627	258	12	may	may	AUX
easat-1627	258	13	be	be	AUX
easat-1627	258	14	credited	credit	VERB
easat-1627	258	15	with	with	ADP
easat-1627	258	16	the	the	DET
easat-1627	258	17	occurrence	occurrence	NOUN
easat-1627	258	18	of	of	ADP
easat-1627	258	19	consecutive	consecutive	ADJ
easat-1627	258	20	rainfall	rainfall	NOUN
easat-1627	258	21	failures	failure	NOUN
easat-1627	258	22	in	in	ADP
easat-1627	258	23	somalia	somalia	PROPN
easat-1627	258	24	from	from	ADP
easat-1627	258	25	2017	2017	NUM
easat-1627	258	26	to	to	ADP
easat-1627	258	27	2022	2022	NUM
easat-1627	258	28	.	.	PUNCT
easat-1627	259	1	this	this	PRON
easat-1627	259	2	means	mean	VERB
easat-1627	259	3	that	that	SCONJ
easat-1627	259	4	,	,	PUNCT
easat-1627	259	5	in	in	ADP
easat-1627	259	6	the	the	DET
easat-1627	259	7	long	long	ADJ
easat-1627	259	8	run	run	NOUN
easat-1627	259	9	,	,	PUNCT
easat-1627	259	10	the	the	DET
easat-1627	259	11	negative	negative	ADJ
easat-1627	259	12	consequences	consequence	NOUN
easat-1627	259	13	of	of	ADP
easat-1627	259	14	the	the	DET
easat-1627	259	15	rainfall	rainfall	NOUN
easat-1627	259	16	failure	failure	NOUN
easat-1627	259	17	probably	probably	ADV
easat-1627	259	18	outweighed	outweigh	VERB
easat-1627	259	19	the	the	DET
easat-1627	259	20	total	total	ADJ
easat-1627	259	21	impact	impact	NOUN
easat-1627	259	22	of	of	ADP
easat-1627	259	23	rainfall	rainfall	NOUN
easat-1627	259	24	on	on	ADP
easat-1627	259	25	crop	crop	NOUN
easat-1627	259	26	productivity	productivity	NOUN
easat-1627	259	27	.	.	PUNCT
easat-1627	260	1	therefore	therefore	ADV
easat-1627	260	2	,	,	PUNCT
easat-1627	260	3	as	as	SCONJ
easat-1627	260	4	the	the	DET
easat-1627	260	5	annual	annual	ADJ
easat-1627	260	6	mean	mean	ADJ
easat-1627	260	7	temperature	temperature	NOUN
easat-1627	260	8	steadily	steadily	ADV
easat-1627	260	9	increased	increase	VERB
easat-1627	260	10	throughout	throughout	ADP
easat-1627	260	11	the	the	DET
easat-1627	260	12	study	study	NOUN
easat-1627	260	13	period	period	NOUN
easat-1627	260	14	(	(	PUNCT
easat-1627	260	15	1990	1990	NUM
easat-1627	260	16	to	to	ADP
easat-1627	260	17	2022	2022	NUM
easat-1627	260	18	)	)	PUNCT
easat-1627	260	19	,	,	PUNCT
easat-1627	260	20	it	it	PRON
easat-1627	260	21	became	become	VERB
easat-1627	260	22	apparent	apparent	ADJ
easat-1627	260	23	that	that	SCONJ
easat-1627	260	24	these	these	DET
easat-1627	260	25	factors	factor	NOUN
easat-1627	260	26	had	have	VERB
easat-1627	260	27	the	the	DET
easat-1627	260	28	potential	potential	NOUN
easat-1627	260	29	to	to	PART
easat-1627	260	30	disrupt	disrupt	VERB
easat-1627	260	31	the	the	DET
easat-1627	260	32	production	production	NOUN
easat-1627	260	33	of	of	ADP
easat-1627	260	34	particular	particular	ADJ
easat-1627	260	35	agricultural	agricultural	ADJ
easat-1627	260	36	crops	crop	NOUN
easat-1627	260	37	and	and	CCONJ
easat-1627	260	38	compromise	compromise	VERB
easat-1627	260	39	food	food	NOUN
easat-1627	260	40	security	security	NOUN
easat-1627	260	41	conditions	condition	NOUN
easat-1627	260	42	.	.	PUNCT
easat-1627	261	1	this	this	PRON
easat-1627	261	2	was	be	AUX
easat-1627	261	3	due	due	ADJ
easat-1627	261	4	to	to	ADP
easat-1627	261	5	the	the	DET
easat-1627	261	6	fact	fact	NOUN
easat-1627	261	7	that	that	SCONJ
easat-1627	261	8	deforestation	deforestation	NOUN
easat-1627	261	9	and	and	CCONJ
easat-1627	261	10	periodic	periodic	ADJ
easat-1627	261	11	droughts	drought	NOUN
easat-1627	261	12	were	be	AUX
easat-1627	261	13	also	also	ADV
easat-1627	261	14	common	common	ADJ
easat-1627	261	15	during	during	ADP
easat-1627	261	16	this	this	DET
easat-1627	261	17	time	time	NOUN
easat-1627	261	18	period	period	NOUN
easat-1627	261	19	.	.	PUNCT
easat-1627	262	1	table	table	NOUN
easat-1627	262	2	6	6	NUM
easat-1627	262	3	.	.	PUNCT
easat-1627	263	1	ardl	ardl	NOUN
easat-1627	263	2	long‐run	long‐run	PROPN
easat-1627	263	3	model	model	NOUN
easat-1627	263	4	results	result	NOUN
easat-1627	263	5	.	.	PUNCT
easat-1627	264	1	dependent	dependent	ADJ
easat-1627	264	2	variable	variable	NOUN
easat-1627	264	3	:	:	PUNCT
easat-1627	264	4	lncp	lncp	NOUN
easat-1627	264	5	variable	variable	ADJ
easat-1627	264	6	coefficient	coefficient	NOUN
easat-1627	264	7	std	std	PROPN
easat-1627	264	8	.	.	NOUN
easat-1627	264	9	error	error	NOUN
easat-1627	264	10	t	t	NOUN
easat-1627	264	11	-	-	PUNCT
easat-1627	264	12	statistic	statistic	NOUN
easat-1627	264	13	prob	prob	NOUN
easat-1627	264	14	.	.	PUNCT
easat-1627	265	1	lnah	lnah	PROPN
easat-1627	265	2	0.593346	0.593346	NUM
easat-1627	265	3	0.344665	0.344665	NUM
easat-1627	265	4	1.721515	1.721515	NUM
easat-1627	265	5	0.0980	0.0980	NUM
easat-1627	265	6	fdi	fdi	PROPN
easat-1627	265	7	-0.001702	-0.001702	NOUN
easat-1627	265	8	0.000698	0.000698	NUM
easat-1627	265	9	-2.438705	-2.438705	NOUN
easat-1627	265	10	0.0225	0.0225	NUM
easat-1627	265	11	lnlf	lnlf	VERB
easat-1627	265	12	1.116404	1.116404	NUM
easat-1627	265	13	0.504509	0.504509	NUM
easat-1627	265	14	2.212853	2.212853	NUM
easat-1627	265	15	0.0367	0.0367	NUM
easat-1627	265	16	lnrf	lnrf	PROPN
easat-1627	265	17	-0.597699	-0.597699	NOUN
easat-1627	265	18	0.663440	0.663440	NUM
easat-1627	265	19	-0.900909	-0.900909	NOUN
easat-1627	265	20	0.3766	0.3766	NUM
easat-1627	265	21	lnamt	lnamt	VERB
easat-1627	265	22	-11.683085	-11.683085	PUNCT
easat-1627	265	23	13.188773	13.188773	NUM
easat-1627	265	24	-0.885836	-0.885836	NOUN
easat-1627	265	25	0.3845	0.3845	NUM
easat-1627	265	26	c	c	NOUN
easat-1627	265	27	30.692096	30.692096	NUM
easat-1627	265	28	39.636125	39.636125	NUM
easat-1627	266	1	0.774347	0.774347	NUM
easat-1627	266	2	0.4463	0.4463	NUM
easat-1627	266	3	r2	r2	NOUN
easat-1627	266	4	=	=	PUNCT
easat-1627	266	5	0.797572	0.797572	NUM
easat-1627	266	6	adj	adj	NOUN
easat-1627	266	7	r2	r2	PROPN
easat-1627	266	8	=	=	PUNCT
easat-1627	267	1	0.783612	0.783612	NUM
easat-1627	267	2	f	f	X
easat-1627	267	3	-	-	PUNCT
easat-1627	267	4	statistic	statistic	ADJ
easat-1627	267	5	=	=	SYM
easat-1627	267	6	57.13052	57.13052	NUM
easat-1627	267	7	prob	prob	NOUN
easat-1627	267	8	(	(	PUNCT
easat-1627	267	9	f	f	NOUN
easat-1627	267	10	-	-	PUNCT
easat-1627	267	11	statistic	statistic	ADJ
easat-1627	267	12	=	=	SYM
easat-1627	267	13	0.000000	0.000000	NUM
easat-1627	267	14	durbin	durbin	ADJ
easat-1627	267	15	–	–	PUNCT
easat-1627	267	16	watson	watson	NOUN
easat-1627	267	17	stat	stat	NOUN
easat-1627	267	18	=	=	SYM
easat-1627	267	19	1.952650	1.952650	NUM
easat-1627	267	20	source	source	NOUN
easat-1627	267	21	:	:	PUNCT
easat-1627	267	22	eviews	eviews	PROPN
easat-1627	267	23	12	12	NUM
easat-1627	267	24	outcomes	outcome	NOUN
easat-1627	267	25	for	for	ADP
easat-1627	267	26	the	the	DET
easat-1627	267	27	long	long	ADJ
easat-1627	267	28	run	run	NOUN
easat-1627	267	29	model	model	NOUN
easat-1627	267	30	.	.	PUNCT
easat-1627	268	1	4.3	4.3	NUM
easat-1627	268	2	.	.	PUNCT
easat-1627	268	3	results	result	NOUN
easat-1627	268	4	of	of	ADP
easat-1627	268	5	ardl	ardl	NOUN
easat-1627	268	6	short	short	ADJ
easat-1627	268	7	-	-	PUNCT
easat-1627	268	8	run	run	NOUN
easat-1627	268	9	estimation	estimation	NOUN
easat-1627	268	10	table	table	NOUN
easat-1627	268	11	9	9	NUM
easat-1627	268	12	presents	present	VERB
easat-1627	268	13	the	the	DET
easat-1627	268	14	outcomes	outcome	NOUN
easat-1627	268	15	of	of	ADP
easat-1627	268	16	analyzing	analyze	VERB
easat-1627	268	17	the	the	DET
easat-1627	268	18	short	short	ADJ
easat-1627	268	19	-	-	PUNCT
easat-1627	268	20	term	term	NOUN
easat-1627	268	21	dynamics	dynamic	NOUN
easat-1627	268	22	of	of	ADP
easat-1627	268	23	how	how	SCONJ
easat-1627	268	24	climate	climate	NOUN
easat-1627	268	25	change	change	NOUN
easat-1627	268	26	affects	affect	VERB
easat-1627	268	27	crop	crop	NOUN
easat-1627	268	28	production	production	NOUN
easat-1627	268	29	in	in	ADP
easat-1627	268	30	somalia	somalia	PROPN
easat-1627	268	31	.	.	PUNCT
easat-1627	269	1	the	the	DET
easat-1627	269	2	analysis	analysis	NOUN
easat-1627	269	3	revealed	reveal	VERB
easat-1627	269	4	that	that	SCONJ
easat-1627	269	5	the	the	DET
easat-1627	269	6	majority	majority	NOUN
easat-1627	269	7	of	of	ADP
easat-1627	269	8	the	the	DET
easat-1627	269	9	variables	variable	NOUN
easat-1627	269	10	exhibited	exhibit	VERB
easat-1627	269	11	their	their	PRON
easat-1627	269	12	a	a	DET
easat-1627	269	13	priori	priori	ADJ
easat-1627	269	14	signs	sign	NOUN
easat-1627	269	15	,	,	PUNCT
easat-1627	269	16	except	except	SCONJ
easat-1627	269	17	for	for	SCONJ
easat-1627	269	18	the	the	DET
easat-1627	269	19	area	area	NOUN
easat-1627	269	20	harvested	harvest	VERB
easat-1627	269	21	variable	variable	NOUN
easat-1627	269	22	.	.	PUNCT
easat-1627	270	1	while	while	SCONJ
easat-1627	270	2	the	the	DET
easat-1627	270	3	area	area	NOUN
easat-1627	270	4	harvested	harvest	VERB
easat-1627	270	5	variable	variable	NOUN
easat-1627	270	6	was	be	AUX
easat-1627	270	7	statistically	statistically	ADV
easat-1627	270	8	1439	1439	NUM
easat-1627	270	9	edelweiss	edelweiss	PROPN
easat-1627	270	10	applied	apply	VERB
easat-1627	270	11	science	science	NOUN
easat-1627	270	12	and	and	CCONJ
easat-1627	270	13	technology	technology	NOUN
easat-1627	270	14	issn	issn	PROPN
easat-1627	270	15	:	:	PUNCT
easat-1627	270	16	2576	2576	NUM
easat-1627	270	17	-	-	SYM
easat-1627	270	18	8484	8484	NUM
easat-1627	270	19	vol	vol	NOUN
easat-1627	270	20	.	.	PROPN
easat-1627	270	21	8	8	NUM
easat-1627	270	22	,	,	PUNCT
easat-1627	270	23	no	no	INTJ
easat-1627	270	24	.	.	NOUN
easat-1627	271	1	4	4	NUM
easat-1627	271	2	:	:	SYM
easat-1627	271	3	1428	1428	NUM
easat-1627	271	4	-	-	SYM
easat-1627	271	5	1447	1447	NUM
easat-1627	271	6	,	,	PUNCT
easat-1627	271	7	2024	2024	NUM
easat-1627	271	8	doi	doi	NOUN
easat-1627	271	9	:	:	PUNCT
easat-1627	271	10	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	271	11	©	©	NOUN
easat-1627	271	12	2024	2024	NUM
easat-1627	271	13	by	by	ADP
easat-1627	271	14	the	the	DET
easat-1627	271	15	author	author	NOUN
easat-1627	271	16	;	;	PUNCT
easat-1627	271	17	licensee	licensee	NOUN
easat-1627	271	18	learning	learning	NOUN
easat-1627	271	19	gate	gate	NOUN
easat-1627	271	20	insignificant	insignificant	ADJ
easat-1627	271	21	with	with	ADP
easat-1627	271	22	a	a	DET
easat-1627	271	23	positive	positive	ADJ
easat-1627	271	24	coefficient	coefficient	NOUN
easat-1627	271	25	in	in	ADP
easat-1627	271	26	the	the	DET
easat-1627	271	27	long	long	ADJ
easat-1627	271	28	run	run	NOUN
easat-1627	271	29	,	,	PUNCT
easat-1627	271	30	it	it	PRON
easat-1627	271	31	was	be	AUX
easat-1627	271	32	found	find	VERB
easat-1627	271	33	to	to	PART
easat-1627	271	34	have	have	VERB
easat-1627	271	35	a	a	DET
easat-1627	271	36	positive	positive	ADJ
easat-1627	271	37	impact	impact	NOUN
easat-1627	271	38	on	on	ADP
easat-1627	271	39	crop	crop	NOUN
easat-1627	271	40	production	production	NOUN
easat-1627	271	41	in	in	ADP
easat-1627	271	42	the	the	DET
easat-1627	271	43	short	short	ADJ
easat-1627	271	44	run	run	NOUN
easat-1627	271	45	.	.	PUNCT
easat-1627	272	1	according	accord	VERB
easat-1627	272	2	to	to	ADP
easat-1627	272	3	the	the	DET
easat-1627	272	4	analysis	analysis	NOUN
easat-1627	272	5	,	,	PUNCT
easat-1627	272	6	a	a	DET
easat-1627	272	7	one	one	NUM
easat-1627	272	8	-	-	PUNCT
easat-1627	272	9	hectare	hectare	NOUN
easat-1627	272	10	increase	increase	NOUN
easat-1627	272	11	in	in	ADP
easat-1627	272	12	the	the	DET
easat-1627	272	13	area	area	NOUN
easat-1627	272	14	harvested	harvest	VERB
easat-1627	272	15	(	(	PUNCT
easat-1627	272	16	ah	ah	INTJ
easat-1627	272	17	)	)	PUNCT
easat-1627	272	18	is	be	AUX
easat-1627	272	19	associated	associate	VERB
easat-1627	272	20	with	with	ADP
easat-1627	272	21	approximately	approximately	ADV
easat-1627	272	22	a	a	DET
easat-1627	272	23	us	us	PROPN
easat-1627	272	24	$	$	SYM
easat-1627	272	25	0.92	0.92	NUM
easat-1627	272	26	million	million	NUM
easat-1627	272	27	increase	increase	NOUN
easat-1627	272	28	in	in	ADP
easat-1627	272	29	the	the	DET
easat-1627	272	30	value	value	NOUN
easat-1627	272	31	added	add	VERB
easat-1627	272	32	to	to	ADP
easat-1627	272	33	crop	crop	NOUN
easat-1627	272	34	production	production	NOUN
easat-1627	272	35	in	in	ADP
easat-1627	272	36	somalia	somalia	PROPN
easat-1627	272	37	.	.	PUNCT
easat-1627	273	1	however	however	ADV
easat-1627	273	2	,	,	PUNCT
easat-1627	273	3	it	it	PRON
easat-1627	273	4	was	be	AUX
easat-1627	273	5	observed	observe	VERB
easat-1627	273	6	that	that	SCONJ
easat-1627	273	7	the	the	DET
easat-1627	273	8	increase	increase	NOUN
easat-1627	273	9	in	in	ADP
easat-1627	273	10	foreign	foreign	ADJ
easat-1627	273	11	direct	direct	ADJ
easat-1627	273	12	investment	investment	NOUN
easat-1627	273	13	(	(	PUNCT
easat-1627	273	14	fdi	fdi	NOUN
easat-1627	273	15	)	)	PUNCT
easat-1627	273	16	had	have	VERB
easat-1627	273	17	a	a	DET
easat-1627	273	18	statistically	statistically	ADV
easat-1627	273	19	significant	significant	ADJ
easat-1627	273	20	with	with	ADP
easat-1627	273	21	negative	negative	ADJ
easat-1627	273	22	coefficient	coefficient	NOUN
easat-1627	273	23	.	.	PUNCT
easat-1627	274	1	this	this	PRON
easat-1627	274	2	could	could	AUX
easat-1627	274	3	possibly	possibly	ADV
easat-1627	274	4	be	be	AUX
easat-1627	274	5	attributed	attribute	VERB
easat-1627	274	6	to	to	ADP
easat-1627	274	7	inefficiencies	inefficiency	NOUN
easat-1627	274	8	in	in	ADP
easat-1627	274	9	utilizing	utilize	VERB
easat-1627	274	10	the	the	DET
easat-1627	274	11	allocated	allocate	VERB
easat-1627	274	12	funds	fund	NOUN
easat-1627	274	13	for	for	ADP
easat-1627	274	14	the	the	DET
easat-1627	274	15	development	development	NOUN
easat-1627	274	16	of	of	ADP
easat-1627	274	17	the	the	DET
easat-1627	274	18	crop	crop	NOUN
easat-1627	274	19	production	production	NOUN
easat-1627	274	20	sector	sector	NOUN
easat-1627	274	21	.	.	PUNCT
easat-1627	275	1	moreover	moreover	ADV
easat-1627	275	2	,	,	PUNCT
easat-1627	275	3	a	a	DET
easat-1627	275	4	significant	significant	ADJ
easat-1627	275	5	number	number	NOUN
easat-1627	275	6	of	of	ADP
easat-1627	275	7	farmers	farmer	NOUN
easat-1627	275	8	continue	continue	VERB
easat-1627	275	9	to	to	PART
easat-1627	275	10	rely	rely	VERB
easat-1627	275	11	on	on	ADP
easat-1627	275	12	traditional	traditional	ADJ
easat-1627	275	13	farming	farming	NOUN
easat-1627	275	14	methods	method	NOUN
easat-1627	275	15	,	,	PUNCT
easat-1627	275	16	which	which	PRON
easat-1627	275	17	poses	pose	VERB
easat-1627	275	18	challenges	challenge	NOUN
easat-1627	275	19	in	in	ADP
easat-1627	275	20	their	their	PRON
easat-1627	275	21	adoption	adoption	NOUN
easat-1627	275	22	of	of	ADP
easat-1627	275	23	improved	improved	ADJ
easat-1627	275	24	crop	crop	NOUN
easat-1627	275	25	varieties	variety	NOUN
easat-1627	275	26	and	and	CCONJ
easat-1627	275	27	modernized	modernize	VERB
easat-1627	275	28	farming	farming	NOUN
easat-1627	275	29	equipment	equipment	NOUN
easat-1627	275	30	.	.	PUNCT
easat-1627	276	1	in	in	ADP
easat-1627	276	2	addition	addition	NOUN
easat-1627	276	3	,	,	PUNCT
easat-1627	276	4	the	the	DET
easat-1627	276	5	data	datum	NOUN
easat-1627	276	6	suggest	suggest	VERB
easat-1627	276	7	that	that	SCONJ
easat-1627	276	8	the	the	DET
easat-1627	276	9	employment	employment	NOUN
easat-1627	276	10	of	of	ADP
easat-1627	276	11	a	a	DET
easat-1627	276	12	single	single	ADJ
easat-1627	276	13	person	person	NOUN
easat-1627	276	14	in	in	ADP
easat-1627	276	15	the	the	DET
easat-1627	276	16	sector	sector	NOUN
easat-1627	276	17	of	of	ADP
easat-1627	276	18	crop	crop	NOUN
easat-1627	276	19	production	production	NOUN
easat-1627	276	20	will	will	AUX
easat-1627	276	21	result	result	VERB
easat-1627	276	22	in	in	ADP
easat-1627	276	23	an	an	DET
easat-1627	276	24	increase	increase	NOUN
easat-1627	276	25	of	of	ADP
easat-1627	276	26	around	around	ADP
easat-1627	276	27	0.772	0.772	NUM
easat-1627	276	28	percent	percent	NOUN
easat-1627	276	29	in	in	ADP
easat-1627	276	30	the	the	DET
easat-1627	276	31	amount	amount	NOUN
easat-1627	276	32	of	of	ADP
easat-1627	276	33	crops	crop	NOUN
easat-1627	276	34	produced	produce	VERB
easat-1627	276	35	in	in	ADP
easat-1627	276	36	somalia	somalia	PROPN
easat-1627	276	37	.	.	PUNCT
easat-1627	277	1	furthermore	furthermore	ADV
easat-1627	277	2	,	,	PUNCT
easat-1627	277	3	crop	crop	NOUN
easat-1627	277	4	productivity	productivity	NOUN
easat-1627	277	5	is	be	AUX
easat-1627	277	6	negatively	negatively	ADV
easat-1627	277	7	impacted	impact	VERB
easat-1627	277	8	by	by	ADP
easat-1627	277	9	a	a	DET
easat-1627	277	10	one	one	NUM
easat-1627	277	11	-	-	PUNCT
easat-1627	277	12	year	year	NOUN
easat-1627	277	13	rainfall	rainfall	NOUN
easat-1627	277	14	lag	lag	VERB
easat-1627	277	15	as	as	ADV
easat-1627	277	16	well	well	ADV
easat-1627	277	17	as	as	ADP
easat-1627	277	18	by	by	ADP
easat-1627	277	19	the	the	DET
easat-1627	277	20	first	first	ADJ
easat-1627	277	21	temperature	temperature	NOUN
easat-1627	277	22	lag	lag	NOUN
easat-1627	277	23	.	.	PUNCT
easat-1627	278	1	this	this	PRON
easat-1627	278	2	can	can	AUX
easat-1627	278	3	be	be	AUX
easat-1627	278	4	attributed	attribute	VERB
easat-1627	278	5	to	to	ADP
easat-1627	278	6	the	the	DET
easat-1627	278	7	occurrence	occurrence	NOUN
easat-1627	278	8	of	of	ADP
easat-1627	278	9	rainfall	rainfall	NOUN
easat-1627	278	10	failures	failure	NOUN
easat-1627	278	11	and	and	CCONJ
easat-1627	278	12	the	the	DET
easat-1627	278	13	persistent	persistent	ADJ
easat-1627	278	14	increase	increase	NOUN
easat-1627	278	15	in	in	ADP
easat-1627	278	16	temperature	temperature	NOUN
easat-1627	278	17	,	,	PUNCT
easat-1627	278	18	which	which	PRON
easat-1627	278	19	have	have	VERB
easat-1627	278	20	detrimental	detrimental	ADJ
easat-1627	278	21	effects	effect	NOUN
easat-1627	278	22	on	on	ADP
easat-1627	278	23	crop	crop	NOUN
easat-1627	278	24	production	production	NOUN
easat-1627	278	25	.	.	PUNCT
easat-1627	279	1	the	the	DET
easat-1627	279	2	study	study	NOUN
easat-1627	279	3	examined	examine	VERB
easat-1627	279	4	the	the	DET
easat-1627	279	5	goodness	goodness	NOUN
easat-1627	279	6	of	of	ADP
easat-1627	279	7	fit	fit	NOUN
easat-1627	279	8	of	of	ADP
easat-1627	279	9	the	the	DET
easat-1627	279	10	entire	entire	ADJ
easat-1627	279	11	model	model	NOUN
easat-1627	279	12	and	and	CCONJ
easat-1627	279	13	found	find	VERB
easat-1627	279	14	that	that	SCONJ
easat-1627	279	15	the	the	DET
easat-1627	279	16	r	r	NOUN
easat-1627	279	17	-	-	PUNCT
easat-1627	279	18	squared	square	VERB
easat-1627	279	19	(	(	PUNCT
easat-1627	279	20	r2	r2	NOUN
easat-1627	279	21	)	)	PUNCT
easat-1627	279	22	value	value	NOUN
easat-1627	279	23	,	,	PUNCT
easat-1627	279	24	which	which	PRON
easat-1627	279	25	stands	stand	VERB
easat-1627	279	26	at	at	ADP
easat-1627	279	27	0.79	0.79	NUM
easat-1627	279	28	,	,	PUNCT
easat-1627	279	29	suggests	suggest	VERB
easat-1627	279	30	that	that	SCONJ
easat-1627	279	31	approximately	approximately	ADV
easat-1627	279	32	79	79	NUM
easat-1627	279	33	%	%	NOUN
easat-1627	279	34	of	of	ADP
easat-1627	279	35	the	the	DET
easat-1627	279	36	variation	variation	NOUN
easat-1627	279	37	in	in	ADP
easat-1627	279	38	crop	crop	NOUN
easat-1627	279	39	production	production	NOUN
easat-1627	279	40	can	can	AUX
easat-1627	279	41	be	be	AUX
easat-1627	279	42	explained	explain	VERB
easat-1627	279	43	by	by	ADP
easat-1627	279	44	the	the	DET
easat-1627	279	45	variables	variable	NOUN
easat-1627	279	46	comprised	comprise	VERB
easat-1627	279	47	in	in	ADP
easat-1627	279	48	the	the	DET
easat-1627	279	49	model	model	NOUN
easat-1627	279	50	.	.	PUNCT
easat-1627	280	1	additionally	additionally	ADV
easat-1627	280	2	,	,	PUNCT
easat-1627	280	3	the	the	DET
easat-1627	280	4	durbin	durbin	ADJ
easat-1627	280	5	-	-	PUNCT
easat-1627	280	6	watson	watson	NOUN
easat-1627	280	7	statistic	statistic	NOUN
easat-1627	280	8	yielded	yield	VERB
easat-1627	280	9	a	a	DET
easat-1627	280	10	value	value	NOUN
easat-1627	280	11	of	of	ADP
easat-1627	280	12	1.95	1.95	NUM
easat-1627	280	13	,	,	PUNCT
easat-1627	280	14	indicating	indicate	VERB
easat-1627	280	15	a	a	DET
easat-1627	280	16	potential	potential	ADJ
easat-1627	280	17	presence	presence	NOUN
easat-1627	280	18	of	of	ADP
easat-1627	280	19	autocorrelation	autocorrelation	NOUN
easat-1627	280	20	.	.	PUNCT
easat-1627	281	1	the	the	DET
easat-1627	281	2	results	result	NOUN
easat-1627	281	3	of	of	ADP
easat-1627	281	4	the	the	DET
easat-1627	281	5	serial	serial	ADJ
easat-1627	281	6	correlation	correlation	NOUN
easat-1627	281	7	test	test	NOUN
easat-1627	281	8	,	,	PUNCT
easat-1627	281	9	on	on	ADP
easat-1627	281	10	the	the	DET
easat-1627	281	11	other	other	ADJ
easat-1627	281	12	hand	hand	NOUN
easat-1627	281	13	,	,	PUNCT
easat-1627	281	14	demonstrated	demonstrate	VERB
easat-1627	281	15	that	that	SCONJ
easat-1627	281	16	the	the	DET
easat-1627	281	17	model	model	NOUN
easat-1627	281	18	does	do	AUX
easat-1627	281	19	not	not	PART
easat-1627	281	20	exhibit	exhibit	VERB
easat-1627	281	21	serial	serial	ADJ
easat-1627	281	22	correlation	correlation	NOUN
easat-1627	281	23	,	,	PUNCT
easat-1627	281	24	which	which	PRON
easat-1627	281	25	is	be	AUX
easat-1627	281	26	an	an	DET
easat-1627	281	27	essential	essential	ADJ
easat-1627	281	28	assumption	assumption	NOUN
easat-1627	281	29	in	in	ADP
easat-1627	281	30	this	this	DET
easat-1627	281	31	test	test	NOUN
easat-1627	281	32	.	.	PUNCT
easat-1627	282	1	as	as	ADP
easat-1627	282	2	an	an	DET
easat-1627	282	3	additional	additional	ADJ
easat-1627	282	4	point	point	NOUN
easat-1627	282	5	of	of	ADP
easat-1627	282	6	interest	interest	NOUN
easat-1627	282	7	,	,	PUNCT
easat-1627	282	8	the	the	DET
easat-1627	282	9	fact	fact	NOUN
easat-1627	282	10	that	that	SCONJ
easat-1627	282	11	the	the	DET
easat-1627	282	12	probability	probability	NOUN
easat-1627	282	13	value	value	NOUN
easat-1627	282	14	of	of	ADP
easat-1627	282	15	the	the	DET
easat-1627	282	16	fstatistic	fstatistic	NOUN
easat-1627	282	17	is	be	AUX
easat-1627	282	18	0.0000	0.0000	NUM
easat-1627	282	19	indicates	indicate	VERB
easat-1627	282	20	that	that	SCONJ
easat-1627	282	21	the	the	DET
easat-1627	282	22	model	model	NOUN
easat-1627	282	23	is	be	AUX
easat-1627	282	24	both	both	PRON
easat-1627	282	25	robust	robust	ADJ
easat-1627	282	26	and	and	CCONJ
easat-1627	282	27	suitable	suitable	ADJ
easat-1627	282	28	for	for	ADP
easat-1627	282	29	this	this	DET
easat-1627	282	30	research	research	NOUN
easat-1627	282	31	.	.	PUNCT
easat-1627	283	1	overall	overall	ADV
easat-1627	283	2	,	,	PUNCT
easat-1627	283	3	the	the	DET
easat-1627	283	4	regression	regression	NOUN
easat-1627	283	5	is	be	AUX
easat-1627	283	6	statistically	statistically	ADV
easat-1627	283	7	significant	significant	ADJ
easat-1627	283	8	,	,	PUNCT
easat-1627	283	9	signifying	signify	VERB
easat-1627	283	10	its	its	PRON
easat-1627	283	11	relevance	relevance	NOUN
easat-1627	283	12	in	in	ADP
easat-1627	283	13	explaining	explain	VERB
easat-1627	283	14	the	the	DET
easat-1627	283	15	relationships	relationship	NOUN
easat-1627	283	16	between	between	ADP
easat-1627	283	17	the	the	DET
easat-1627	283	18	selected	select	VERB
easat-1627	283	19	explanatory	explanatory	ADJ
easat-1627	283	20	variables	variable	NOUN
easat-1627	283	21	and	and	CCONJ
easat-1627	283	22	crop	crop	NOUN
easat-1627	283	23	production	production	NOUN
easat-1627	283	24	.	.	PUNCT
easat-1627	284	1	finally	finally	ADV
easat-1627	284	2	,	,	PUNCT
easat-1627	284	3	the	the	DET
easat-1627	284	4	study	study	NOUN
easat-1627	284	5	found	find	VERB
easat-1627	284	6	that	that	SCONJ
easat-1627	284	7	the	the	DET
easat-1627	284	8	error	error	NOUN
easat-1627	284	9	correction	correction	NOUN
easat-1627	284	10	term	term	NOUN
easat-1627	284	11	(	(	PUNCT
easat-1627	284	12	ecm	ecm	PROPN
easat-1627	284	13	)	)	PUNCT
easat-1627	284	14	,	,	PUNCT
easat-1627	284	15	which	which	PRON
easat-1627	284	16	gauges	gauge	VERB
easat-1627	284	17	how	how	SCONJ
easat-1627	284	18	quickly	quickly	ADV
easat-1627	284	19	the	the	DET
easat-1627	284	20	shortrun	shortrun	NOUN
easat-1627	284	21	model	model	NOUN
easat-1627	284	22	adjusts	adjust	VERB
easat-1627	284	23	towards	towards	ADP
easat-1627	284	24	long	long	ADV
easat-1627	284	25	-	-	PUNCT
easat-1627	284	26	run	run	NOUN
easat-1627	284	27	equilibrium	equilibrium	NOUN
easat-1627	284	28	,	,	PUNCT
easat-1627	284	29	was	be	AUX
easat-1627	284	30	both	both	CCONJ
easat-1627	284	31	negative	negative	ADJ
easat-1627	284	32	(	(	PUNCT
easat-1627	284	33	-0.69	-0.69	NOUN
easat-1627	284	34	)	)	PUNCT
easat-1627	284	35	and	and	CCONJ
easat-1627	284	36	statistically	statistically	ADV
easat-1627	284	37	significant	significant	ADJ
easat-1627	284	38	.	.	PUNCT
easat-1627	285	1	this	this	PRON
easat-1627	285	2	aligns	align	VERB
easat-1627	285	3	with	with	ADP
easat-1627	285	4	theoretical	theoretical	ADJ
easat-1627	285	5	expectations	expectation	NOUN
easat-1627	285	6	.	.	PUNCT
easat-1627	286	1	in	in	ADP
easat-1627	286	2	summary	summary	NOUN
easat-1627	286	3	,	,	PUNCT
easat-1627	286	4	the	the	DET
easat-1627	286	5	findings	finding	NOUN
easat-1627	286	6	show	show	VERB
easat-1627	286	7	that	that	SCONJ
easat-1627	286	8	,	,	PUNCT
easat-1627	286	9	on	on	ADP
easat-1627	286	10	a	a	DET
easat-1627	286	11	quarterly	quarterly	ADJ
easat-1627	286	12	basis	basis	NOUN
easat-1627	286	13	,	,	PUNCT
easat-1627	286	14	about	about	ADV
easat-1627	286	15	69	69	NUM
easat-1627	286	16	%	%	NOUN
easat-1627	286	17	of	of	ADP
easat-1627	286	18	the	the	DET
easat-1627	286	19	short	short	ADJ
easat-1627	286	20	-	-	PUNCT
easat-1627	286	21	term	term	NOUN
easat-1627	286	22	deviations	deviation	NOUN
easat-1627	286	23	from	from	ADP
easat-1627	286	24	long	long	ADJ
easat-1627	286	25	-	-	PUNCT
easat-1627	286	26	term	term	NOUN
easat-1627	286	27	equilibrium	equilibrium	NOUN
easat-1627	286	28	are	be	AUX
easat-1627	286	29	corrected	correct	VERB
easat-1627	286	30	.	.	PUNCT
easat-1627	287	1	this	this	PRON
easat-1627	287	2	suggests	suggest	VERB
easat-1627	287	3	that	that	SCONJ
easat-1627	287	4	the	the	DET
easat-1627	287	5	model	model	NOUN
easat-1627	287	6	exhibits	exhibit	VERB
easat-1627	287	7	a	a	DET
easat-1627	287	8	mechanism	mechanism	NOUN
easat-1627	287	9	that	that	PRON
easat-1627	287	10	brings	bring	VERB
easat-1627	287	11	the	the	DET
easat-1627	287	12	system	system	NOUN
easat-1627	287	13	back	back	ADV
easat-1627	287	14	to	to	ADP
easat-1627	287	15	its	its	PRON
easat-1627	287	16	long	long	ADV
easat-1627	287	17	-	-	PUNCT
easat-1627	287	18	run	run	NOUN
easat-1627	287	19	equilibrium	equilibrium	NOUN
easat-1627	287	20	over	over	ADP
easat-1627	287	21	time	time	NOUN
easat-1627	287	22	.	.	PUNCT
easat-1627	288	1	table	table	NOUN
easat-1627	288	2	7	7	NUM
easat-1627	288	3	.	.	PUNCT
easat-1627	289	1	findings	finding	NOUN
easat-1627	289	2	of	of	ADP
easat-1627	289	3	short	short	ADJ
easat-1627	289	4	run	run	NOUN
easat-1627	289	5	estimation	estimation	NOUN
easat-1627	289	6	.	.	PUNCT
easat-1627	290	1	dependent	dependent	ADJ
easat-1627	290	2	variable	variable	NOUN
easat-1627	290	3	:	:	PUNCT
easat-1627	290	4	lncp	lncp	NOUN
easat-1627	290	5	variable	variable	ADJ
easat-1627	290	6	coefficient	coefficient	NOUN
easat-1627	290	7	std	std	PROPN
easat-1627	290	8	.	.	NOUN
easat-1627	290	9	error	error	NOUN
easat-1627	290	10	t	t	NOUN
easat-1627	290	11	-	-	PUNCT
easat-1627	290	12	statistic	statistic	NOUN
easat-1627	290	13	prob	prob	NOUN
easat-1627	290	14	.	.	PUNCT
easat-1627	290	15	d(lnah	d(lnah	PROPN
easat-1627	290	16	)	)	PUNCT
easat-1627	291	1	0.921354	0.921354	NUM
easat-1627	291	2	0.168591	0.168591	NUM
easat-1627	291	3	5.465016	5.465016	NUM
easat-1627	291	4	0.0000	0.0000	NUM
easat-1627	291	5	d(fdi	d(fdi	PRON
easat-1627	291	6	)	)	PUNCT
easat-1627	291	7	-0.001177	-0.001177	NOUN
easat-1627	291	8	0.000494	0.000494	NUM
easat-1627	291	9	-2.383162	-2.383162	NOUN
easat-1627	291	10	0.0254	0.0254	NUM
easat-1627	291	11	d(lnlf	d(lnlf	NOUN
easat-1627	291	12	)	)	PUNCT
easat-1627	291	13	0.772358	0.772358	NUM
easat-1627	291	14	0.319968	0.319968	NUM
easat-1627	291	15	2.413863	2.413863	NUM
easat-1627	291	16	0.0238	0.0238	NUM
easat-1627	291	17	d(lnrf	d(lnrf	NOUN
easat-1627	291	18	)	)	PUNCT
easat-1627	291	19	-0.413504	-0.413504	NOUN
easat-1627	291	20	0.448862	0.448862	NUM
easat-1627	291	21	-0.921227	-0.921227	NOUN
easat-1627	291	22	0.3661	0.3661	NUM
easat-1627	291	23	d(lnamt	d(lnamt	NOUN
easat-1627	291	24	)	)	PUNCT
easat-1627	291	25	-8.082664	-8.082664	VERB
easat-1627	291	26	8.117468	8.117468	NUM
easat-1627	291	27	-0.995712	-0.995712	NOUN
easat-1627	291	28	0.3293	0.3293	NUM
easat-1627	291	29	cointeq(-1	cointeq(-1	NOUN
easat-1627	291	30	)	)	PUNCT
easat-1627	291	31	-0.691826	-0.691826	VERB
easat-1627	292	1	0.182360	0.182360	NUM
easat-1627	292	2	-3.793742	-3.793742	X
easat-1627	292	3	0.0009	0.0009	NUM
easat-1627	292	4	r	r	NOUN
easat-1627	292	5	-	-	PUNCT
easat-1627	292	6	squared	square	VERB
easat-1627	292	7	0.797572	0.797572	NUM
easat-1627	292	8	mean	mean	NOUN
easat-1627	292	9	dependent	dependent	ADJ
easat-1627	292	10	var	var	NOUN
easat-1627	292	11	-0.020711	-0.020711	NOUN
easat-1627	292	12	adjusted	adjust	VERB
easat-1627	292	13	r	r	NOUN
easat-1627	292	14	-	-	PUNCT
easat-1627	292	15	squared	square	VERB
easat-1627	292	16	0.783612	0.783612	NUM
easat-1627	292	17	s.d	s.d	PROPN
easat-1627	292	18	.	.	PUNCT
easat-1627	293	1	dependent	dependent	ADJ
easat-1627	293	2	var	var	NOUN
easat-1627	293	3	0.411870	0.411870	NUM
easat-1627	293	4	s.e	s.e	PROPN
easat-1627	293	5	.	.	PROPN
easat-1627	293	6	of	of	ADP
easat-1627	293	7	regression	regression	NOUN
easat-1627	293	8	0.191592	0.191592	NUM
easat-1627	293	9	akaike	akaike	ADJ
easat-1627	293	10	info	info	NOUN
easat-1627	293	11	criterion	criterion	NOUN
easat-1627	293	12	-0.377838	-0.377838	NOUN
easat-1627	293	13	sum	sum	NOUN
easat-1627	293	14	squared	square	VERB
easat-1627	293	15	resid	resid	VERB
easat-1627	293	16	1.064517	1.064517	NUM
easat-1627	293	17	schwarz	schwarz	NOUN
easat-1627	293	18	criterion	criterion	NOUN
easat-1627	293	19	-0.240425	-0.240425	NOUN
easat-1627	293	20	log	log	PROPN
easat-1627	293	21	likelihood	likelihood	NOUN
easat-1627	293	22	9.045405	9.045405	NUM
easat-1627	293	23	hannan	hannan	PROPN
easat-1627	293	24	-	-	PUNCT
easat-1627	293	25	quinn	quinn	PROPN
easat-1627	293	26	criter	criter	NOUN
easat-1627	293	27	.	.	PUNCT
easat-1627	294	1	-0.332289	-0.332289	X
easat-1627	295	1	f	f	X
easat-1627	295	2	-	-	PUNCT
easat-1627	295	3	statistic	statistic	ADJ
easat-1627	295	4	57.13052	57.13052	NUM
easat-1627	295	5	durbin	durbin	ADJ
easat-1627	295	6	-	-	PUNCT
easat-1627	295	7	watson	watson	NOUN
easat-1627	295	8	stat	stat	PROPN
easat-1627	295	9	1.952650	1.952650	NUM
easat-1627	295	10	prob(f	prob(f	NOUN
easat-1627	295	11	-	-	PUNCT
easat-1627	295	12	statistic	statistic	NOUN
easat-1627	295	13	)	)	PUNCT
easat-1627	295	14	0.000000	0.000000	NUM
easat-1627	295	15	*	*	PUNCT
easat-1627	296	1	p	p	X
easat-1627	296	2	-	-	PUNCT
easat-1627	296	3	value	value	NOUN
easat-1627	296	4	incompatible	incompatible	ADJ
easat-1627	296	5	with	with	ADP
easat-1627	296	6	t	t	NOUN
easat-1627	296	7	-	-	PUNCT
easat-1627	296	8	bounds	bound	NOUN
easat-1627	296	9	distribution	distribution	NOUN
easat-1627	296	10	.	.	PUNCT
easat-1627	297	1	source	source	NOUN
easat-1627	297	2	:	:	PUNCT
easat-1627	297	3	eviews	eviews	PROPN
easat-1627	297	4	12	12	NUM
easat-1627	297	5	output	output	NOUN
easat-1627	297	6	for	for	ADP
easat-1627	297	7	the	the	DET
easat-1627	297	8	short	short	ADJ
easat-1627	297	9	run	run	NOUN
easat-1627	297	10	model	model	NOUN
easat-1627	297	11	.	.	PUNCT
easat-1627	298	1	4.4	4.4	NUM
easat-1627	298	2	.	.	PUNCT
easat-1627	298	3	results	result	NOUN
easat-1627	298	4	of	of	ADP
easat-1627	298	5	fmols	fmol	NOUN
easat-1627	298	6	and	and	CCONJ
easat-1627	298	7	dols	dol	NOUN
easat-1627	298	8	1440	1440	NUM
easat-1627	298	9	edelweiss	edelweiss	PROPN
easat-1627	298	10	applied	apply	VERB
easat-1627	298	11	science	science	NOUN
easat-1627	298	12	and	and	CCONJ
easat-1627	298	13	technology	technology	NOUN
easat-1627	298	14	issn	issn	PROPN
easat-1627	298	15	:	:	PUNCT
easat-1627	298	16	2576	2576	NUM
easat-1627	298	17	-	-	SYM
easat-1627	298	18	8484	8484	NUM
easat-1627	298	19	vol	vol	NOUN
easat-1627	298	20	.	.	PROPN
easat-1627	299	1	8	8	NUM
easat-1627	299	2	,	,	PUNCT
easat-1627	299	3	no	no	INTJ
easat-1627	299	4	.	.	NOUN
easat-1627	300	1	4	4	NUM
easat-1627	300	2	:	:	SYM
easat-1627	300	3	1428	1428	NUM
easat-1627	300	4	-	-	SYM
easat-1627	300	5	1447	1447	NUM
easat-1627	300	6	,	,	PUNCT
easat-1627	300	7	2024	2024	NUM
easat-1627	300	8	doi	doi	NOUN
easat-1627	300	9	:	:	PUNCT
easat-1627	300	10	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	300	11	©	©	NOUN
easat-1627	300	12	2024	2024	NUM
easat-1627	300	13	by	by	ADP
easat-1627	300	14	the	the	DET
easat-1627	300	15	author	author	NOUN
easat-1627	300	16	;	;	PUNCT
easat-1627	300	17	licensee	licensee	PROPN
easat-1627	300	18	learning	learning	NOUN
easat-1627	300	19	gate	gate	VERB
easat-1627	300	20	the	the	DET
easat-1627	300	21	outcomes	outcome	NOUN
easat-1627	300	22	of	of	ADP
easat-1627	300	23	the	the	DET
easat-1627	300	24	fully	fully	ADV
easat-1627	300	25	modified	modify	VERB
easat-1627	300	26	ols	ol	NOUN
easat-1627	300	27	and	and	CCONJ
easat-1627	300	28	dynamic	dynamic	ADJ
easat-1627	300	29	ols	ol	NOUN
easat-1627	300	30	models	model	NOUN
easat-1627	300	31	are	be	AUX
easat-1627	300	32	presented	present	VERB
easat-1627	300	33	in	in	ADP
easat-1627	300	34	table	table	NOUN
easat-1627	300	35	10	10	NUM
easat-1627	300	36	and	and	CCONJ
easat-1627	300	37	table	table	NOUN
easat-1627	300	38	11	11	NUM
easat-1627	300	39	,	,	PUNCT
easat-1627	300	40	respectively	respectively	ADV
easat-1627	300	41	.	.	PUNCT
easat-1627	301	1	both	both	DET
easat-1627	301	2	models	model	NOUN
easat-1627	301	3	reveal	reveal	VERB
easat-1627	301	4	significant	significant	ADJ
easat-1627	301	5	positive	positive	ADJ
easat-1627	301	6	associations	association	NOUN
easat-1627	301	7	between	between	ADP
easat-1627	301	8	the	the	DET
easat-1627	301	9	variables	variable	NOUN
easat-1627	301	10	of	of	ADP
easat-1627	301	11	foreign	foreign	ADJ
easat-1627	301	12	direct	direct	ADJ
easat-1627	301	13	investment	investment	NOUN
easat-1627	301	14	(	(	PUNCT
easat-1627	301	15	fdi	fdi	NOUN
easat-1627	301	16	)	)	PUNCT
easat-1627	301	17	,	,	PUNCT
easat-1627	301	18	and	and	CCONJ
easat-1627	301	19	labor	labor	NOUN
easat-1627	301	20	force	force	NOUN
easat-1627	301	21	(	(	PUNCT
easat-1627	301	22	lf	lf	PROPN
easat-1627	301	23	)	)	PUNCT
easat-1627	301	24	with	with	ADP
easat-1627	301	25	crop	crop	NOUN
easat-1627	301	26	production	production	NOUN
easat-1627	301	27	in	in	ADP
easat-1627	301	28	the	the	DET
easat-1627	301	29	studied	studied	ADJ
easat-1627	301	30	period	period	NOUN
easat-1627	301	31	(	(	PUNCT
easat-1627	301	32	1990	1990	NUM
easat-1627	301	33	to	to	ADP
easat-1627	301	34	2022	2022	NUM
easat-1627	301	35	)	)	PUNCT
easat-1627	301	36	.	.	PUNCT
easat-1627	302	1	on	on	ADP
easat-1627	302	2	the	the	DET
easat-1627	302	3	other	other	ADJ
easat-1627	302	4	hand	hand	NOUN
easat-1627	302	5	,	,	PUNCT
easat-1627	302	6	the	the	DET
easat-1627	302	7	variables	variable	NOUN
easat-1627	302	8	of	of	ADP
easat-1627	302	9	rainfall	rainfall	NOUN
easat-1627	302	10	(	(	PUNCT
easat-1627	302	11	rf	rf	NOUN
easat-1627	302	12	)	)	PUNCT
easat-1627	302	13	and	and	CCONJ
easat-1627	302	14	annual	annual	ADJ
easat-1627	302	15	mean	mean	ADJ
easat-1627	302	16	temperature	temperature	NOUN
easat-1627	302	17	(	(	PUNCT
easat-1627	302	18	amt	amt	PROPN
easat-1627	302	19	)	)	PUNCT
easat-1627	302	20	continue	continue	VERB
easat-1627	302	21	to	to	PART
easat-1627	302	22	be	be	AUX
easat-1627	302	23	statistically	statistically	ADV
easat-1627	302	24	insignificant	insignificant	ADJ
easat-1627	302	25	.	.	PUNCT
easat-1627	303	1	this	this	PRON
easat-1627	303	2	is	be	AUX
easat-1627	303	3	most	most	ADV
easat-1627	303	4	likely	likely	ADJ
easat-1627	303	5	because	because	SCONJ
easat-1627	303	6	of	of	ADP
easat-1627	303	7	the	the	DET
easat-1627	303	8	influence	influence	NOUN
easat-1627	303	9	of	of	ADP
easat-1627	303	10	climatic	climatic	ADJ
easat-1627	303	11	factors	factor	NOUN
easat-1627	303	12	such	such	ADJ
easat-1627	303	13	as	as	ADP
easat-1627	303	14	the	the	DET
easat-1627	303	15	failure	failure	NOUN
easat-1627	303	16	of	of	ADP
easat-1627	303	17	rainfall	rainfall	NOUN
easat-1627	303	18	and	and	CCONJ
easat-1627	303	19	the	the	DET
easat-1627	303	20	ongoing	ongoing	ADJ
easat-1627	303	21	rise	rise	NOUN
easat-1627	303	22	in	in	ADP
easat-1627	303	23	temperature	temperature	NOUN
easat-1627	303	24	.	.	PUNCT
easat-1627	304	1	table	table	NOUN
easat-1627	304	2	12	12	NUM
easat-1627	304	3	presents	present	VERB
easat-1627	304	4	a	a	DET
easat-1627	304	5	comprehensive	comprehensive	ADJ
easat-1627	304	6	description	description	NOUN
easat-1627	304	7	of	of	ADP
easat-1627	304	8	the	the	DET
easat-1627	304	9	findings	finding	NOUN
easat-1627	304	10	that	that	PRON
easat-1627	304	11	were	be	AUX
easat-1627	304	12	achieved	achieve	VERB
easat-1627	304	13	through	through	ADP
easat-1627	304	14	the	the	DET
easat-1627	304	15	utilization	utilization	NOUN
easat-1627	304	16	of	of	ADP
easat-1627	304	17	these	these	DET
easat-1627	304	18	three	three	NUM
easat-1627	304	19	methodologies	methodology	NOUN
easat-1627	304	20	.	.	PUNCT
easat-1627	305	1	table	table	NOUN
easat-1627	305	2	10	10	NUM
easat-1627	305	3	.	.	PUNCT
easat-1627	306	1	result	result	NOUN
easat-1627	306	2	of	of	ADP
easat-1627	306	3	fully	fully	ADV
easat-1627	306	4	modified	modify	VERB
easat-1627	306	5	ols	ol	NOUN
easat-1627	306	6	.	.	PUNCT
easat-1627	307	1	dependent	dependent	ADJ
easat-1627	307	2	variable	variable	NOUN
easat-1627	307	3	:	:	PUNCT
easat-1627	307	4	lncp	lncp	NOUN
easat-1627	307	5	variable	variable	ADJ
easat-1627	307	6	coefficient	coefficient	NOUN
easat-1627	307	7	std	std	PROPN
easat-1627	307	8	.	.	NOUN
easat-1627	307	9	error	error	NOUN
easat-1627	307	10	t	t	NOUN
easat-1627	307	11	-	-	PUNCT
easat-1627	307	12	statistic	statistic	NOUN
easat-1627	307	13	prob	prob	NOUN
easat-1627	307	14	.	.	PUNCT
easat-1627	308	1	lnah	lnah	PROPN
easat-1627	308	2	0.913071	0.913071	NUM
easat-1627	308	3	0.211238	0.211238	NUM
easat-1627	308	4	4.322473	4.322473	NUM
easat-1627	308	5	0.0002	0.0002	NUM
easat-1627	308	6	fdi	fdi	NOUN
easat-1627	308	7	-0.001158	-0.001158	NOUN
easat-1627	308	8	0.000562	0.000562	NUM
easat-1627	308	9	-2.059956	-2.059956	NOUN
easat-1627	308	10	0.0495	0.0495	NUM
easat-1627	308	11	lnlf	lnlf	NOUN
easat-1627	308	12	0.809437	0.809437	NUM
easat-1627	308	13	0.389379	0.389379	NUM
easat-1627	308	14	2.078790	2.078790	NUM
easat-1627	308	15	0.0476	0.0476	NUM
easat-1627	308	16	lnrf	lnrf	PROPN
easat-1627	308	17	-0.352339	-0.352339	PROPN
easat-1627	308	18	0.562871	0.562871	NUM
easat-1627	308	19	-0.625968	-0.625968	NUM
easat-1627	308	20	0.5368	0.5368	NUM
easat-1627	308	21	lnamt	lnamt	VERB
easat-1627	308	22	-2.787909	-2.787909	PROPN
easat-1627	308	23	8.911449	8.911449	NUM
easat-1627	308	24	-0.312846	-0.312846	NOUN
easat-1627	308	25	0.7569	0.7569	NUM
easat-1627	308	26	c	c	NOUN
easat-1627	308	27	0.207890	0.207890	NUM
easat-1627	308	28	27.49393	27.49393	NUM
easat-1627	308	29	0.007561	0.007561	NUM
easat-1627	308	30	0.9940	0.9940	NUM
easat-1627	308	31	r	r	NOUN
easat-1627	308	32	-	-	PUNCT
easat-1627	308	33	squared	square	VERB
easat-1627	308	34	0.659653	0.659653	NUM
easat-1627	308	35	mean	mean	VERB
easat-1627	308	36	dependent	dependent	ADJ
easat-1627	308	37	var	var	NOUN
easat-1627	308	38	12.45960	12.45960	NUM
easat-1627	309	1	adjusted	adjust	VERB
easat-1627	309	2	r	r	NOUN
easat-1627	309	3	-	-	PUNCT
easat-1627	309	4	squared	square	VERB
easat-1627	309	5	0.594201	0.594201	NUM
easat-1627	309	6	s.d	s.d	PROPN
easat-1627	309	7	.	.	PUNCT
easat-1627	309	8	dependent	dependent	ADJ
easat-1627	309	9	var	var	NOUN
easat-1627	309	10	0.354368	0.354368	NUM
easat-1627	310	1	s.e	s.e	PROPN
easat-1627	310	2	.	.	PROPN
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easat-1627	310	4	regression	regression	NOUN
easat-1627	310	5	0.225741	0.225741	NUM
easat-1627	310	6	sum	sum	NOUN
easat-1627	310	7	squared	square	VERB
easat-1627	310	8	resid	resid	NOUN
easat-1627	310	9	1.324929	1.324929	NUM
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easat-1627	310	11	-	-	PUNCT
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easat-1627	310	14	0.069880	0.069880	NUM
easat-1627	310	15	source	source	NOUN
easat-1627	310	16	:	:	PUNCT
easat-1627	310	17	eviews	eviews	PROPN
easat-1627	310	18	12	12	NUM
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easat-1627	310	20	of	of	ADP
easat-1627	310	21	fmols	fmol	NOUN
easat-1627	310	22	.	.	PUNCT
easat-1627	311	1	table	table	NOUN
easat-1627	311	2	11	11	NUM
easat-1627	311	3	.	.	PUNCT
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easat-1627	312	7	.	.	PUNCT
easat-1627	313	1	dependent	dependent	ADJ
easat-1627	313	2	variable	variable	NOUN
easat-1627	313	3	:	:	PUNCT
easat-1627	313	4	lncp	lncp	NOUN
easat-1627	313	5	variable	variable	ADJ
easat-1627	313	6	coefficient	coefficient	NOUN
easat-1627	313	7	std	std	PROPN
easat-1627	313	8	.	.	NOUN
easat-1627	313	9	error	error	NOUN
easat-1627	313	10	t	t	NOUN
easat-1627	313	11	-	-	PUNCT
easat-1627	313	12	statistic	statistic	NOUN
easat-1627	313	13	prob	prob	NOUN
easat-1627	313	14	.	.	PUNCT
easat-1627	314	1	lnah	lnah	PROPN
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easat-1627	314	4	-1.846878	-1.846878	NOUN
easat-1627	314	5	0.0978	0.0978	NUM
easat-1627	314	6	fdi	fdi	NOUN
easat-1627	314	7	-0.004425	-0.004425	NOUN
easat-1627	314	8	0.001061	0.001061	NUM
easat-1627	314	9	-4.170749	-4.170749	NOUN
easat-1627	315	1	0.0024	0.0024	NUM
easat-1627	315	2	lnlf	lnlf	NOUN
easat-1627	315	3	2.267107	2.267107	NUM
easat-1627	315	4	0.715584	0.715584	NUM
easat-1627	315	5	3.168192	3.168192	NUM
easat-1627	315	6	0.0114	0.0114	NUM
easat-1627	315	7	lnrf	lnrf	PROPN
easat-1627	315	8	4.482256	4.482256	NUM
easat-1627	315	9	2.318347	2.318347	NUM
easat-1627	315	10	1.933384	1.933384	NUM
easat-1627	315	11	0.0852	0.0852	NUM
easat-1627	315	12	lnamt	lnamt	NOUN
easat-1627	315	13	-41.32273	-41.32273	PUNCT
easat-1627	315	14	24.98594	24.98594	NUM
easat-1627	315	15	-1.653839	-1.653839	NOUN
easat-1627	315	16	0.1325	0.1325	NUM
easat-1627	315	17	c	c	NOUN
easat-1627	315	18	109.4399	109.4399	NUM
easat-1627	315	19	74.37672	74.37672	NUM
easat-1627	315	20	1.471427	1.471427	NUM
easat-1627	315	21	0.1753	0.1753	NUM
easat-1627	315	22	r	r	NOUN
easat-1627	315	23	-	-	PUNCT
easat-1627	315	24	squared	square	VERB
easat-1627	315	25	0.861351	0.861351	NUM
easat-1627	315	26	mean	mean	NOUN
easat-1627	315	27	dependent	dependent	ADJ
easat-1627	315	28	var	var	NOUN
easat-1627	315	29	12.47227	12.47227	NUM
easat-1627	315	30	adjusted	adjust	VERB
easat-1627	315	31	r	r	NOUN
easat-1627	315	32	-	-	PUNCT
easat-1627	315	33	squared	square	VERB
easat-1627	315	34	0.553243	0.553243	NUM
easat-1627	315	35	s.d	s.d	PROPN
easat-1627	315	36	.	.	PUNCT
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easat-1627	316	2	var	var	NOUN
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easat-1627	316	4	s.e	s.e	PROPN
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easat-1627	316	10	squared	square	VERB
easat-1627	316	11	resid	resid	NOUN
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easat-1627	316	14	-	-	PUNCT
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easat-1627	316	17	0.029817	0.029817	NUM
easat-1627	316	18	source	source	NOUN
easat-1627	316	19	:	:	PUNCT
easat-1627	316	20	eviews	eviews	PROPN
easat-1627	316	21	12	12	NUM
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easat-1627	316	23	of	of	ADP
easat-1627	316	24	dols	dol	NOUN
easat-1627	316	25	.	.	PUNCT
easat-1627	317	1	table	table	NOUN
easat-1627	317	2	8	8	NUM
easat-1627	317	3	.	.	PUNCT
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easat-1627	318	2	results	result	NOUN
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easat-1627	318	5	coefficients	coefficient	NOUN
easat-1627	318	6	and	and	CCONJ
easat-1627	318	7	error	error	NOUN
easat-1627	318	8	correction	correction	NOUN
easat-1627	318	9	term	term	NOUN
easat-1627	318	10	(	(	PUNCT
easat-1627	318	11	ecm	ecm	PROPN
easat-1627	318	12	)	)	PUNCT
easat-1627	318	13	.	.	PUNCT
easat-1627	319	1	variable	variable	ADJ
easat-1627	319	2	ardl	ardl	PROPN
easat-1627	319	3	fmols	fmols	PROPN
easat-1627	319	4	dols	dol	VERB
easat-1627	319	5	lnah	lnah	PROPN
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easat-1627	319	7	[	[	X
easat-1627	319	8	1.721515	1.721515	NUM
easat-1627	319	9	]	]	PUNCT
easat-1627	319	10	0.913071	0.913071	NUM
easat-1627	319	11	[	[	X
easat-1627	319	12	4.322473	4.322473	NUM
easat-1627	319	13	]	]	PUNCT
easat-1627	319	14	-1.429990	-1.429990	NOUN
easat-1627	320	1	[	[	X
easat-1627	321	1	-1.846878	-1.846878	X
easat-1627	321	2	]	]	X
easat-1627	322	1	fdi	fdi	NOUN
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easat-1627	323	1	[	[	X
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easat-1627	323	3	]	]	PUNCT
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easat-1627	324	1	[	[	X
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easat-1627	324	4	-0.004425	-0.004425	VERB
easat-1627	325	1	[	[	X
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easat-1627	325	3	]	]	X
easat-1627	325	4	lnlf	lnlf	VERB
easat-1627	325	5	1.116404	1.116404	NUM
easat-1627	326	1	[	[	X
easat-1627	326	2	2.212853	2.212853	NUM
easat-1627	326	3	]	]	PUNCT
easat-1627	326	4	0.809437	0.809437	NUM
easat-1627	326	5	[	[	X
easat-1627	326	6	2.078790	2.078790	NUM
easat-1627	326	7	]	]	PUNCT
easat-1627	326	8	2.267107	2.267107	NUM
easat-1627	326	9	[	[	X
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easat-1627	326	11	]	]	PUNCT
easat-1627	326	12	lnrf	lnrf	PROPN
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easat-1627	326	14	-0.352339	-0.352339	PUNCT
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easat-1627	327	2	1441	1441	NUM
easat-1627	327	3	edelweiss	edelweiss	PROPN
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easat-1627	327	5	science	science	NOUN
easat-1627	327	6	and	and	CCONJ
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easat-1627	327	8	issn	issn	PROPN
easat-1627	327	9	:	:	PUNCT
easat-1627	327	10	2576	2576	NUM
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easat-1627	327	12	8484	8484	NUM
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easat-1627	327	20	:	:	SYM
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easat-1627	327	22	-	-	SYM
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easat-1627	327	25	2024	2024	NUM
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easat-1627	327	27	:	:	PUNCT
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easat-1627	327	32	the	the	DET
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easat-1627	327	39	ardl	ardl	PROPN
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easat-1627	328	1	[	[	X
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easat-1627	328	3	]	]	X
easat-1627	328	4	[	[	X
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easat-1627	328	6	]	]	X
easat-1627	328	7	lnamt	lnamt	VERB
easat-1627	328	8	-11.683085	-11.683085	PUNCT
easat-1627	329	1	[	[	X
easat-1627	329	2	-0.885836	-0.885836	X
easat-1627	329	3	]	]	X
easat-1627	329	4	-2.787909	-2.787909	NOUN
easat-1627	330	1	[	[	X
easat-1627	330	2	-0.312846	-0.312846	X
easat-1627	330	3	]	]	X
easat-1627	330	4	-41.32273	-41.32273	PUNCT
easat-1627	331	1	[	[	X
easat-1627	331	2	1.653839	1.653839	NUM
easat-1627	331	3	]	]	X
easat-1627	331	4	ecm(-1	ecm(-1	PROPN
easat-1627	331	5	)	)	PUNCT
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easat-1627	332	1	[	[	X
easat-1627	332	2	-3.793742	-3.793742	X
easat-1627	332	3	]	]	X
easat-1627	332	4	c	c	X
easat-1627	332	5	30.692096	30.692096	NUM
easat-1627	332	6	0.207890	0.207890	NUM
easat-1627	332	7	109.4399	109.4399	NUM
easat-1627	332	8	r2	r2	NOUN
easat-1627	332	9	0.797572	0.797572	NUM
easat-1627	332	10	0.659653	0.659653	NUM
easat-1627	332	11	0.861351	0.861351	NUM
easat-1627	332	12	source	source	NOUN
easat-1627	332	13	:	:	PUNCT
easat-1627	332	14	eviews	eviews	PROPN
easat-1627	332	15	12	12	NUM
easat-1627	332	16	outputs	output	NOUN
easat-1627	332	17	of	of	ADP
easat-1627	332	18	ecm	ecm	NOUN
easat-1627	332	19	.	.	PUNCT
easat-1627	333	1	4.5	4.5	NUM
easat-1627	333	2	.	.	PUNCT
easat-1627	334	1	post	post	NOUN
easat-1627	334	2	–	–	PUNCT
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easat-1627	334	4	tests	test	VERB
easat-1627	334	5	4.5.1	4.5.1	NUM
easat-1627	334	6	.	.	PUNCT
easat-1627	335	1	normality	normality	NOUN
easat-1627	335	2	test	test	NOUN
easat-1627	335	3	the	the	DET
easat-1627	335	4	normality	normality	NOUN
easat-1627	335	5	test	test	NOUN
easat-1627	335	6	is	be	AUX
easat-1627	335	7	a	a	DET
easat-1627	335	8	crucial	crucial	ADJ
easat-1627	335	9	step	step	NOUN
easat-1627	335	10	in	in	ADP
easat-1627	335	11	determining	determine	VERB
easat-1627	335	12	the	the	DET
easat-1627	335	13	distribution	distribution	NOUN
easat-1627	335	14	of	of	ADP
easat-1627	335	15	the	the	DET
easat-1627	335	16	dataset	dataset	NOUN
easat-1627	335	17	used	use	VERB
easat-1627	335	18	in	in	ADP
easat-1627	335	19	the	the	DET
easat-1627	335	20	model	model	NOUN
easat-1627	335	21	.	.	PUNCT
easat-1627	336	1	figure	figure	NOUN
easat-1627	336	2	1	1	NUM
easat-1627	336	3	provides	provide	VERB
easat-1627	336	4	evidence	evidence	NOUN
easat-1627	336	5	regarding	regard	VERB
easat-1627	336	6	the	the	DET
easat-1627	336	7	null	null	ADJ
easat-1627	336	8	hypothesis	hypothesis	NOUN
easat-1627	336	9	that	that	PRON
easat-1627	336	10	the	the	DET
easat-1627	336	11	variables	variable	NOUN
easat-1627	336	12	satisfy	satisfy	VERB
easat-1627	336	13	a	a	DET
easat-1627	336	14	normal	normal	ADJ
easat-1627	336	15	distribution	distribution	NOUN
easat-1627	336	16	,	,	PUNCT
easat-1627	336	17	as	as	SCONJ
easat-1627	336	18	indicated	indicate	VERB
easat-1627	336	19	by	by	ADP
easat-1627	336	20	the	the	DET
easat-1627	336	21	jarque	jarque	NOUN
easat-1627	336	22	-	-	PUNCT
easat-1627	336	23	bera	bera	NOUN
easat-1627	336	24	test	test	NOUN
easat-1627	336	25	.	.	PUNCT
easat-1627	337	1	the	the	DET
easat-1627	337	2	probability	probability	NOUN
easat-1627	337	3	value	value	NOUN
easat-1627	337	4	associated	associate	VERB
easat-1627	337	5	with	with	ADP
easat-1627	337	6	the	the	DET
easat-1627	337	7	test	test	NOUN
easat-1627	337	8	is	be	AUX
easat-1627	337	9	0.88	0.88	NUM
easat-1627	337	10	which	which	PRON
easat-1627	337	11	is	be	AUX
easat-1627	337	12	greater	great	ADJ
easat-1627	337	13	than	than	ADP
easat-1627	337	14	0.05	0.05	NUM
easat-1627	337	15	,	,	PUNCT
easat-1627	337	16	suggesting	suggest	VERB
easat-1627	337	17	that	that	SCONJ
easat-1627	337	18	the	the	DET
easat-1627	337	19	data	data	NOUN
easat-1627	337	20	is	be	AUX
easat-1627	337	21	normally	normally	ADV
easat-1627	337	22	distributed	distribute	VERB
easat-1627	337	23	.	.	PUNCT
easat-1627	338	1	this	this	PRON
easat-1627	338	2	implies	imply	VERB
easat-1627	338	3	that	that	SCONJ
easat-1627	338	4	the	the	DET
easat-1627	338	5	variables	variable	NOUN
easat-1627	338	6	can	can	AUX
easat-1627	338	7	be	be	AUX
easat-1627	338	8	reasonably	reasonably	ADV
easat-1627	338	9	assumed	assume	VERB
easat-1627	338	10	to	to	PART
easat-1627	338	11	have	have	VERB
easat-1627	338	12	a	a	DET
easat-1627	338	13	normal	normal	ADJ
easat-1627	338	14	distribution	distribution	NOUN
easat-1627	338	15	in	in	ADP
easat-1627	338	16	the	the	DET
easat-1627	338	17	model	model	NOUN
easat-1627	338	18	.	.	PUNCT
easat-1627	339	1	figure	figure	NOUN
easat-1627	339	2	1	1	NUM
easat-1627	339	3	.	.	PUNCT
easat-1627	340	1	graph	graph	NOUN
easat-1627	340	2	of	of	ADP
easat-1627	340	3	normal	normal	ADJ
easat-1627	340	4	distribution	distribution	NOUN
easat-1627	340	5	for	for	ADP
easat-1627	340	6	model	model	NOUN
easat-1627	340	7	.	.	PUNCT
easat-1627	341	1	4.5.2	4.5.2	NUM
easat-1627	341	2	.	.	PUNCT
easat-1627	341	3	serial	serial	ADJ
easat-1627	341	4	correlation	correlation	NOUN
easat-1627	341	5	lm	lm	NOUN
easat-1627	341	6	test	test	NOUN
easat-1627	341	7	of	of	ADP
easat-1627	341	8	the	the	DET
easat-1627	341	9	ardl	ardl	NOUN
easat-1627	341	10	model	model	NOUN
easat-1627	341	11	to	to	PART
easat-1627	341	12	examine	examine	VERB
easat-1627	341	13	the	the	DET
easat-1627	341	14	existence	existence	NOUN
easat-1627	341	15	of	of	ADP
easat-1627	341	16	serial	serial	ADJ
easat-1627	341	17	correlation	correlation	NOUN
easat-1627	341	18	in	in	ADP
easat-1627	341	19	the	the	DET
easat-1627	341	20	short	short	ADJ
easat-1627	341	21	-	-	PUNCT
easat-1627	341	22	run	run	VERB
easat-1627	341	23	adrl	adrl	ADJ
easat-1627	341	24	model	model	NOUN
easat-1627	341	25	,	,	PUNCT
easat-1627	341	26	we	we	PRON
easat-1627	341	27	conducted	conduct	VERB
easat-1627	341	28	the	the	DET
easat-1627	341	29	breusch	breusch	NOUN
easat-1627	341	30	-	-	PUNCT
easat-1627	341	31	godfrey	godfrey	NOUN
easat-1627	341	32	serial	serial	ADJ
easat-1627	341	33	correlation	correlation	NOUN
easat-1627	341	34	lm	lm	X
easat-1627	341	35	test	test	NOUN
easat-1627	341	36	.	.	PUNCT
easat-1627	342	1	the	the	DET
easat-1627	342	2	results	result	NOUN
easat-1627	342	3	,	,	PUNCT
easat-1627	342	4	as	as	SCONJ
easat-1627	342	5	shown	show	VERB
easat-1627	342	6	in	in	ADP
easat-1627	342	7	table	table	NOUN
easat-1627	342	8	13	13	NUM
easat-1627	342	9	,	,	PUNCT
easat-1627	342	10	indicate	indicate	VERB
easat-1627	342	11	that	that	SCONJ
easat-1627	342	12	the	the	DET
easat-1627	342	13	probability	probability	NOUN
easat-1627	342	14	chi	chi	ADJ
easat-1627	342	15	-	-	PUNCT
easat-1627	342	16	square	square	ADJ
easat-1627	342	17	value	value	NOUN
easat-1627	342	18	is	be	AUX
easat-1627	342	19	0.9380	0.9380	NUM
easat-1627	342	20	,	,	PUNCT
easat-1627	342	21	which	which	PRON
easat-1627	342	22	is	be	AUX
easat-1627	342	23	greater	great	ADJ
easat-1627	342	24	than	than	ADP
easat-1627	342	25	0.05	0.05	NUM
easat-1627	342	26	at	at	ADP
easat-1627	342	27	a	a	DET
easat-1627	342	28	5	5	NUM
easat-1627	342	29	%	%	NOUN
easat-1627	342	30	level	level	NOUN
easat-1627	342	31	of	of	ADP
easat-1627	342	32	significance	significance	NOUN
easat-1627	342	33	.	.	PUNCT
easat-1627	343	1	therefore	therefore	ADV
easat-1627	343	2	,	,	PUNCT
easat-1627	343	3	we	we	PRON
easat-1627	343	4	can	can	AUX
easat-1627	343	5	conclude	conclude	VERB
easat-1627	343	6	that	that	SCONJ
easat-1627	343	7	there	there	PRON
easat-1627	343	8	is	be	VERB
easat-1627	343	9	no	no	DET
easat-1627	343	10	evidence	evidence	NOUN
easat-1627	343	11	of	of	ADP
easat-1627	343	12	serial	serial	ADJ
easat-1627	343	13	correlation	correlation	NOUN
easat-1627	343	14	in	in	ADP
easat-1627	343	15	the	the	DET
easat-1627	343	16	residuals	residual	NOUN
easat-1627	343	17	of	of	ADP
easat-1627	343	18	our	our	PRON
easat-1627	343	19	model	model	NOUN
easat-1627	343	20	.	.	PUNCT
easat-1627	344	1	this	this	PRON
easat-1627	344	2	suggests	suggest	VERB
easat-1627	344	3	that	that	SCONJ
easat-1627	344	4	the	the	DET
easat-1627	344	5	residuals	residual	NOUN
easat-1627	344	6	are	be	AUX
easat-1627	344	7	not	not	PART
easat-1627	344	8	systematically	systematically	ADV
easat-1627	344	9	related	relate	VERB
easat-1627	344	10	to	to	ADP
easat-1627	344	11	each	each	DET
easat-1627	344	12	other	other	ADJ
easat-1627	344	13	,	,	PUNCT
easat-1627	344	14	supporting	support	VERB
easat-1627	344	15	the	the	DET
easat-1627	344	16	assumption	assumption	NOUN
easat-1627	344	17	of	of	ADP
easat-1627	344	18	no	no	DET
easat-1627	344	19	serial	serial	ADJ
easat-1627	344	20	correlation	correlation	NOUN
easat-1627	344	21	in	in	ADP
easat-1627	344	22	our	our	PRON
easat-1627	344	23	analysis	analysis	NOUN
easat-1627	344	24	.	.	PUNCT
easat-1627	345	1	table	table	NOUN
easat-1627	345	2	13	13	NUM
easat-1627	345	3	.	.	PUNCT
easat-1627	346	1	result	result	NOUN
easat-1627	346	2	of	of	ADP
easat-1627	346	3	serial	serial	ADJ
easat-1627	346	4	correlation	correlation	NOUN
easat-1627	346	5	lm	lm	X
easat-1627	346	6	test	test	NOUN
easat-1627	346	7	.	.	PUNCT
easat-1627	347	1	breusch	breusch	PROPN
easat-1627	347	2	-	-	PUNCT
easat-1627	347	3	godfrey	godfrey	NOUN
easat-1627	347	4	serial	serial	ADJ
easat-1627	347	5	correlation	correlation	NOUN
easat-1627	347	6	lm	lm	INTJ
easat-1627	347	7	test	test	NOUN
easat-1627	347	8	:	:	PUNCT
easat-1627	348	1	f	f	X
easat-1627	348	2	-	-	PUNCT
easat-1627	348	3	statistic	statistic	ADJ
easat-1627	348	4	0.044158	0.044158	NUM
easat-1627	348	5	prob	prob	NOUN
easat-1627	348	6	.	.	PUNCT
easat-1627	349	1	f(2,22	f(2,22	ADV
easat-1627	349	2	)	)	PUNCT
easat-1627	349	3	0.9569	0.9569	NUM
easat-1627	349	4	1442	1442	NUM
easat-1627	349	5	edelweiss	edelweiss	PROPN
easat-1627	349	6	applied	apply	VERB
easat-1627	349	7	science	science	NOUN
easat-1627	349	8	and	and	CCONJ
easat-1627	349	9	technology	technology	NOUN
easat-1627	349	10	issn	issn	PROPN
easat-1627	349	11	:	:	PUNCT
easat-1627	349	12	2576	2576	NUM
easat-1627	349	13	-	-	SYM
easat-1627	349	14	8484	8484	NUM
easat-1627	349	15	vol	vol	NOUN
easat-1627	349	16	.	.	PROPN
easat-1627	349	17	8	8	NUM
easat-1627	349	18	,	,	PUNCT
easat-1627	349	19	no	no	INTJ
easat-1627	349	20	.	.	NOUN
easat-1627	349	21	4	4	NUM
easat-1627	349	22	:	:	SYM
easat-1627	349	23	1428	1428	NUM
easat-1627	349	24	-	-	SYM
easat-1627	349	25	1447	1447	NUM
easat-1627	349	26	,	,	PUNCT
easat-1627	349	27	2024	2024	NUM
easat-1627	349	28	doi	doi	NOUN
easat-1627	349	29	:	:	PUNCT
easat-1627	349	30	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	349	31	©	©	NOUN
easat-1627	349	32	2024	2024	NUM
easat-1627	349	33	by	by	ADP
easat-1627	349	34	the	the	DET
easat-1627	349	35	author	author	NOUN
easat-1627	349	36	;	;	PUNCT
easat-1627	349	37	licensee	licensee	PROPN
easat-1627	349	38	learning	learn	VERB
easat-1627	349	39	gate	gate	NOUN
easat-1627	349	40	obs*r	obs*r	PROPN
easat-1627	349	41	-	-	PUNCT
easat-1627	349	42	squared	square	VERB
easat-1627	349	43	0.127946	0.127946	NUM
easat-1627	349	44	prob	prob	NOUN
easat-1627	349	45	.	.	PUNCT
easat-1627	350	1	chi	chi	ADJ
easat-1627	350	2	-	-	PUNCT
easat-1627	350	3	square(2	square(2	NOUN
easat-1627	350	4	)	)	PUNCT
easat-1627	351	1	0.9380	0.9380	NUM
easat-1627	351	2	source	source	NOUN
easat-1627	351	3	:	:	PUNCT
easat-1627	351	4	eviews	eviews	PROPN
easat-1627	351	5	12	12	NUM
easat-1627	351	6	output	output	NOUN
easat-1627	351	7	for	for	ADP
easat-1627	351	8	the	the	DET
easat-1627	351	9	result	result	NOUN
easat-1627	351	10	of	of	ADP
easat-1627	351	11	serial	serial	ADJ
easat-1627	351	12	correlation	correlation	NOUN
easat-1627	351	13	.	.	PUNCT
easat-1627	352	1	4.6	4.6	NUM
easat-1627	352	2	.	.	PUNCT
easat-1627	353	1	heteroscedasticity	heteroscedasticity	NOUN
easat-1627	353	2	test	test	VERB
easat-1627	353	3	various	various	ADJ
easat-1627	353	4	diagnostic	diagnostic	ADJ
easat-1627	353	5	tests	test	NOUN
easat-1627	353	6	were	be	AUX
easat-1627	353	7	employed	employ	VERB
easat-1627	353	8	to	to	PART
easat-1627	353	9	assess	assess	VERB
easat-1627	353	10	the	the	DET
easat-1627	353	11	suitability	suitability	NOUN
easat-1627	353	12	of	of	ADP
easat-1627	353	13	the	the	DET
easat-1627	353	14	ardl	ardl	NOUN
easat-1627	353	15	model	model	NOUN
easat-1627	353	16	.	.	PUNCT
easat-1627	354	1	the	the	DET
easat-1627	354	2	outcomes	outcome	NOUN
easat-1627	354	3	presented	present	VERB
easat-1627	354	4	in	in	ADP
easat-1627	354	5	table	table	NOUN
easat-1627	354	6	14	14	NUM
easat-1627	354	7	indicate	indicate	VERB
easat-1627	354	8	the	the	DET
easat-1627	354	9	absence	absence	NOUN
easat-1627	354	10	of	of	ADP
easat-1627	354	11	heteroskedasticity	heteroskedasticity	NOUN
easat-1627	354	12	and	and	CCONJ
easat-1627	354	13	serial	serial	ADJ
easat-1627	354	14	correlation	correlation	NOUN
easat-1627	354	15	in	in	ADP
easat-1627	354	16	the	the	DET
easat-1627	354	17	estimation	estimation	NOUN
easat-1627	354	18	.	.	PUNCT
easat-1627	355	1	furthermore	furthermore	ADV
easat-1627	355	2	,	,	PUNCT
easat-1627	355	3	figure	figure	NOUN
easat-1627	355	4	1	1	NUM
easat-1627	355	5	,	,	PUNCT
easat-1627	355	6	which	which	PRON
easat-1627	355	7	illustrates	illustrate	VERB
easat-1627	355	8	the	the	DET
easat-1627	355	9	results	result	NOUN
easat-1627	355	10	of	of	ADP
easat-1627	355	11	the	the	DET
easat-1627	355	12	normality	normality	NOUN
easat-1627	355	13	tests	test	NOUN
easat-1627	355	14	,	,	PUNCT
easat-1627	355	15	verifies	verifie	NOUN
easat-1627	355	16	that	that	SCONJ
easat-1627	355	17	the	the	DET
easat-1627	355	18	data	data	NOUN
easat-1627	355	19	follows	follow	VERB
easat-1627	355	20	a	a	DET
easat-1627	355	21	normal	normal	ADJ
easat-1627	355	22	distribution	distribution	NOUN
easat-1627	355	23	.	.	PUNCT
easat-1627	356	1	additionally	additionally	ADV
easat-1627	356	2	,	,	PUNCT
easat-1627	356	3	the	the	DET
easat-1627	356	4	stability	stability	NOUN
easat-1627	356	5	of	of	ADP
easat-1627	356	6	the	the	DET
easat-1627	356	7	coefficients	coefficient	NOUN
easat-1627	356	8	in	in	ADP
easat-1627	356	9	the	the	DET
easat-1627	356	10	ardl	ardl	NOUN
easat-1627	356	11	model	model	NOUN
easat-1627	356	12	was	be	AUX
easat-1627	356	13	confirmed	confirm	VERB
easat-1627	356	14	through	through	ADP
easat-1627	356	15	the	the	DET
easat-1627	356	16	cusum	cusum	NOUN
easat-1627	356	17	plot	plot	NOUN
easat-1627	356	18	and	and	CCONJ
easat-1627	356	19	cusum	cusum	VERB
easat-1627	356	20	square	square	ADJ
easat-1627	356	21	plot	plot	NOUN
easat-1627	356	22	test	test	NOUN
easat-1627	356	23	(	(	PUNCT
easat-1627	356	24	figure	figure	NOUN
easat-1627	356	25	2	2	NUM
easat-1627	356	26	and	and	CCONJ
easat-1627	356	27	figure	figure	VERB
easat-1627	356	28	3	3	NUM
easat-1627	356	29	)	)	PUNCT
easat-1627	356	30	.	.	PUNCT
easat-1627	357	1	table	table	NOUN
easat-1627	357	2	9	9	NUM
easat-1627	357	3	.	.	PUNCT
easat-1627	358	1	analyzing	analyze	VERB
easat-1627	358	2	heteroscedasticity	heteroscedasticity	PROPN
easat-1627	358	3	.	.	PUNCT
easat-1627	359	1	breusch	breusch	PROPN
easat-1627	359	2	-	-	PUNCT
easat-1627	359	3	pagan	pagan	VERB
easat-1627	359	4	-	-	PUNCT
easat-1627	359	5	godfrey	godfrey	NOUN
easat-1627	359	6	test	test	NOUN
easat-1627	359	7	f	f	NOUN
easat-1627	359	8	-	-	PUNCT
easat-1627	359	9	statistic	statistic	VERB
easat-1627	359	10	3.627435	3.627435	NUM
easat-1627	359	11	prob	prob	NOUN
easat-1627	359	12	.	.	PUNCT
easat-1627	360	1	f(7,24	f(7,24	ADV
easat-1627	360	2	)	)	PUNCT
easat-1627	361	1	0.0083	0.0083	NUM
easat-1627	361	2	obs.*r	obs.*r	NOUN
easat-1627	361	3	-	-	PUNCT
easat-1627	361	4	squared	square	VERB
easat-1627	361	5	16.45094	16.45094	NUM
easat-1627	361	6	prob	prob	NOUN
easat-1627	361	7	.	.	PUNCT
easat-1627	362	1	chi	chi	ADJ
easat-1627	362	2	-	-	PUNCT
easat-1627	362	3	square(7	square(7	PROPN
easat-1627	362	4	)	)	PUNCT
easat-1627	362	5	0.0213	0.0213	NUM
easat-1627	362	6	scaled	scale	VERB
easat-1627	362	7	explained	explain	VERB
easat-1627	362	8	ss	ss	PROPN
easat-1627	362	9	9.409317	9.409317	NUM
easat-1627	362	10	prob	prob	NOUN
easat-1627	362	11	.	.	PUNCT
easat-1627	363	1	chi	chi	ADJ
easat-1627	363	2	-	-	PUNCT
easat-1627	363	3	square(7	square(7	PROPN
easat-1627	363	4	)	)	PUNCT
easat-1627	363	5	0.2246	0.2246	NUM
easat-1627	363	6	source	source	NOUN
easat-1627	363	7	:	:	PUNCT
easat-1627	363	8	results	result	NOUN
easat-1627	363	9	of	of	ADP
easat-1627	363	10	eviews	eviews	PROPN
easat-1627	363	11	12	12	NUM
easat-1627	363	12	for	for	ADP
easat-1627	363	13	heteroskedasticity	heteroskedasticity	NOUN
easat-1627	363	14	.	.	PUNCT
easat-1627	364	1	4.7	4.7	NUM
easat-1627	364	2	.	.	PUNCT
easat-1627	365	1	stability	stability	NOUN
easat-1627	365	2	diagnostic	diagnostic	ADJ
easat-1627	365	3	test	test	NOUN
easat-1627	365	4	the	the	DET
easat-1627	365	5	stability	stability	NOUN
easat-1627	365	6	of	of	ADP
easat-1627	365	7	the	the	DET
easat-1627	365	8	short	short	ADJ
easat-1627	365	9	-	-	PUNCT
easat-1627	365	10	run	run	NOUN
easat-1627	365	11	model	model	NOUN
easat-1627	365	12	was	be	AUX
easat-1627	365	13	assessed	assess	VERB
easat-1627	365	14	using	use	VERB
easat-1627	365	15	the	the	DET
easat-1627	365	16	cusum	cusum	NOUN
easat-1627	365	17	test	test	NOUN
easat-1627	365	18	and	and	CCONJ
easat-1627	365	19	cusum	cusum	NOUN
easat-1627	365	20	of	of	ADP
easat-1627	365	21	squares	square	NOUN
easat-1627	365	22	test	test	NOUN
easat-1627	365	23	.	.	PUNCT
easat-1627	366	1	these	these	DET
easat-1627	366	2	tests	test	NOUN
easat-1627	366	3	aim	aim	VERB
easat-1627	366	4	to	to	PART
easat-1627	366	5	determine	determine	VERB
easat-1627	366	6	whether	whether	SCONJ
easat-1627	366	7	the	the	DET
easat-1627	366	8	model	model	NOUN
easat-1627	366	9	remains	remain	VERB
easat-1627	366	10	stable	stable	ADJ
easat-1627	366	11	over	over	ADP
easat-1627	366	12	time	time	NOUN
easat-1627	366	13	.	.	PUNCT
easat-1627	367	1	in	in	ADP
easat-1627	367	2	figure	figure	NOUN
easat-1627	367	3	2	2	NUM
easat-1627	367	4	and	and	CCONJ
easat-1627	367	5	figure	figure	VERB
easat-1627	367	6	3	3	NUM
easat-1627	367	7	,	,	PUNCT
easat-1627	367	8	which	which	PRON
easat-1627	367	9	depict	depict	VERB
easat-1627	367	10	the	the	DET
easat-1627	367	11	cusum	cusum	NOUN
easat-1627	367	12	plot	plot	NOUN
easat-1627	367	13	and	and	CCONJ
easat-1627	367	14	cusum	cusum	VERB
easat-1627	367	15	square	square	ADJ
easat-1627	367	16	plot	plot	NOUN
easat-1627	367	17	respectively	respectively	ADV
easat-1627	367	18	,	,	PUNCT
easat-1627	367	19	the	the	DET
easat-1627	367	20	blue	blue	ADJ
easat-1627	367	21	solid	solid	ADJ
easat-1627	367	22	lines	line	NOUN
easat-1627	367	23	are	be	AUX
easat-1627	367	24	observed	observe	VERB
easat-1627	367	25	to	to	PART
easat-1627	367	26	fall	fall	VERB
easat-1627	367	27	within	within	ADP
easat-1627	367	28	the	the	DET
easat-1627	367	29	boundaries	boundary	NOUN
easat-1627	367	30	of	of	ADP
easat-1627	367	31	the	the	DET
easat-1627	367	32	dotted	dotted	ADJ
easat-1627	367	33	red	red	ADJ
easat-1627	367	34	lines	line	NOUN
easat-1627	367	35	.	.	PUNCT
easat-1627	368	1	this	this	PRON
easat-1627	368	2	indicates	indicate	VERB
easat-1627	368	3	that	that	SCONJ
easat-1627	368	4	the	the	DET
easat-1627	368	5	model	model	NOUN
easat-1627	368	6	is	be	AUX
easat-1627	368	7	dynamically	dynamically	ADV
easat-1627	368	8	stable	stable	ADJ
easat-1627	368	9	,	,	PUNCT
easat-1627	368	10	as	as	SCONJ
easat-1627	368	11	there	there	PRON
easat-1627	368	12	is	be	VERB
easat-1627	368	13	no	no	DET
easat-1627	368	14	significant	significant	ADJ
easat-1627	368	15	deviation	deviation	NOUN
easat-1627	368	16	from	from	ADP
easat-1627	368	17	stability	stability	NOUN
easat-1627	368	18	.	.	PUNCT
easat-1627	369	1	figure	figure	NOUN
easat-1627	369	2	2	2	NUM
easat-1627	369	3	.	.	PUNCT
easat-1627	369	4	cusum	cusum	PROPN
easat-1627	369	5	.	.	PUNCT
easat-1627	370	1	1443	1443	NUM
easat-1627	370	2	edelweiss	edelweiss	PROPN
easat-1627	370	3	applied	apply	VERB
easat-1627	370	4	science	science	NOUN
easat-1627	370	5	and	and	CCONJ
easat-1627	370	6	technology	technology	NOUN
easat-1627	370	7	issn	issn	PROPN
easat-1627	370	8	:	:	PUNCT
easat-1627	370	9	2576	2576	NUM
easat-1627	370	10	-	-	SYM
easat-1627	370	11	8484	8484	NUM
easat-1627	370	12	vol	vol	NOUN
easat-1627	370	13	.	.	PROPN
easat-1627	370	14	8	8	NUM
easat-1627	370	15	,	,	PUNCT
easat-1627	370	16	no	no	INTJ
easat-1627	370	17	.	.	NOUN
easat-1627	370	18	4	4	NUM
easat-1627	370	19	:	:	SYM
easat-1627	370	20	1428	1428	NUM
easat-1627	370	21	-	-	SYM
easat-1627	370	22	1447	1447	NUM
easat-1627	370	23	,	,	PUNCT
easat-1627	370	24	2024	2024	NUM
easat-1627	370	25	doi	doi	NOUN
easat-1627	370	26	:	:	PUNCT
easat-1627	370	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	370	28	©	©	NOUN
easat-1627	370	29	2024	2024	NUM
easat-1627	370	30	by	by	ADP
easat-1627	370	31	the	the	DET
easat-1627	370	32	author	author	NOUN
easat-1627	370	33	;	;	PUNCT
easat-1627	370	34	licensee	licensee	PROPN
easat-1627	370	35	learning	learn	VERB
easat-1627	370	36	gate	gate	PROPN
easat-1627	370	37	figure	figure	NOUN
easat-1627	370	38	3	3	NUM
easat-1627	370	39	.	.	X
easat-1627	370	40	cusum	cusum	PROPN
easat-1627	370	41	square	square	PROPN
easat-1627	370	42	plot	plot	NOUN
easat-1627	370	43	.	.	PUNCT
easat-1627	371	1	4.8	4.8	NUM
easat-1627	371	2	.	.	PUNCT
easat-1627	372	1	ramsey	ramsey	PROPN
easat-1627	372	2	reset	reset	PROPN
easat-1627	372	3	test	test	NOUN
easat-1627	372	4	the	the	DET
easat-1627	372	5	specification	specification	NOUN
easat-1627	372	6	test	test	NOUN
easat-1627	372	7	is	be	AUX
easat-1627	372	8	conducted	conduct	VERB
easat-1627	372	9	to	to	PART
easat-1627	372	10	determine	determine	VERB
easat-1627	372	11	if	if	SCONJ
easat-1627	372	12	the	the	DET
easat-1627	372	13	estimated	estimate	VERB
easat-1627	372	14	model	model	NOUN
easat-1627	372	15	is	be	AUX
easat-1627	372	16	correctly	correctly	ADV
easat-1627	372	17	specified	specify	VERB
easat-1627	372	18	.	.	PUNCT
easat-1627	373	1	it	it	PRON
easat-1627	373	2	utilizes	utilize	VERB
easat-1627	373	3	the	the	DET
easat-1627	373	4	f	f	NOUN
easat-1627	373	5	-	-	NOUN
easat-1627	373	6	statistic	statistic	NOUN
easat-1627	373	7	,	,	PUNCT
easat-1627	373	8	with	with	ADP
easat-1627	373	9	the	the	DET
easat-1627	373	10	null	null	ADJ
easat-1627	373	11	hypothesis	hypothesis	NOUN
easat-1627	373	12	being	be	AUX
easat-1627	373	13	that	that	SCONJ
easat-1627	373	14	the	the	DET
easat-1627	373	15	model	model	NOUN
easat-1627	373	16	is	be	AUX
easat-1627	373	17	correctly	correctly	ADV
easat-1627	373	18	specified	specify	VERB
easat-1627	373	19	.	.	PUNCT
easat-1627	374	1	if	if	SCONJ
easat-1627	374	2	the	the	DET
easat-1627	374	3	probability	probability	NOUN
easat-1627	374	4	value	value	NOUN
easat-1627	374	5	associated	associate	VERB
easat-1627	374	6	with	with	ADP
easat-1627	374	7	the	the	DET
easat-1627	374	8	f	f	NOUN
easat-1627	374	9	-	-	PUNCT
easat-1627	374	10	statistic	statistic	NOUN
easat-1627	374	11	is	be	AUX
easat-1627	374	12	less	less	ADJ
easat-1627	374	13	than	than	ADP
easat-1627	374	14	0.05	0.05	NUM
easat-1627	374	15	,	,	PUNCT
easat-1627	374	16	the	the	DET
easat-1627	374	17	null	null	ADJ
easat-1627	374	18	hypothesis	hypothesis	NOUN
easat-1627	374	19	is	be	AUX
easat-1627	374	20	rejected	reject	VERB
easat-1627	374	21	.	.	PUNCT
easat-1627	375	1	conversely	conversely	ADV
easat-1627	375	2	,	,	PUNCT
easat-1627	375	3	if	if	SCONJ
easat-1627	375	4	the	the	DET
easat-1627	375	5	probability	probability	NOUN
easat-1627	375	6	value	value	NOUN
easat-1627	375	7	is	be	AUX
easat-1627	375	8	greater	great	ADJ
easat-1627	375	9	than	than	ADP
easat-1627	375	10	0.05	0.05	NUM
easat-1627	375	11	,	,	PUNCT
easat-1627	375	12	the	the	DET
easat-1627	375	13	null	null	ADJ
easat-1627	375	14	hypothesis	hypothesis	NOUN
easat-1627	375	15	is	be	AUX
easat-1627	375	16	not	not	PART
easat-1627	375	17	rejected	reject	VERB
easat-1627	375	18	.	.	PUNCT
easat-1627	376	1	in	in	ADP
easat-1627	376	2	table	table	NOUN
easat-1627	376	3	15	15	NUM
easat-1627	376	4	,	,	PUNCT
easat-1627	376	5	the	the	DET
easat-1627	376	6	probability	probability	NOUN
easat-1627	376	7	value	value	NOUN
easat-1627	376	8	of	of	ADP
easat-1627	376	9	the	the	DET
easat-1627	376	10	f	f	NOUN
easat-1627	376	11	-	-	PUNCT
easat-1627	376	12	statistic	statistic	NOUN
easat-1627	376	13	is	be	AUX
easat-1627	376	14	found	find	VERB
easat-1627	376	15	to	to	PART
easat-1627	376	16	be	be	AUX
easat-1627	376	17	greater	great	ADJ
easat-1627	376	18	than	than	ADP
easat-1627	376	19	0.05	0.05	NUM
easat-1627	376	20	,	,	PUNCT
easat-1627	376	21	indicating	indicate	VERB
easat-1627	376	22	that	that	SCONJ
easat-1627	376	23	the	the	DET
easat-1627	376	24	research	research	NOUN
easat-1627	376	25	hypothesis	hypothesis	NOUN
easat-1627	376	26	is	be	AUX
easat-1627	376	27	rejected	reject	VERB
easat-1627	376	28	at	at	ADP
easat-1627	376	29	the	the	DET
easat-1627	376	30	0.05	0.05	NUM
easat-1627	376	31	significance	significance	NOUN
easat-1627	376	32	level	level	NOUN
easat-1627	376	33	.	.	PUNCT
easat-1627	377	1	this	this	PRON
easat-1627	377	2	implies	imply	VERB
easat-1627	377	3	that	that	SCONJ
easat-1627	377	4	the	the	DET
easat-1627	377	5	estimated	estimate	VERB
easat-1627	377	6	model	model	NOUN
easat-1627	377	7	is	be	AUX
easat-1627	377	8	appropriately	appropriately	ADV
easat-1627	377	9	specified	specify	VERB
easat-1627	377	10	.	.	PUNCT
easat-1627	378	1	table	table	NOUN
easat-1627	378	2	10	10	NUM
easat-1627	378	3	.	.	PUNCT
easat-1627	379	1	ramsey	ramsey	PROPN
easat-1627	379	2	reset	reset	PROPN
easat-1627	379	3	test	test	NOUN
easat-1627	379	4	.	.	PUNCT
easat-1627	380	1	value	value	NOUN
easat-1627	380	2	df	df	PROPN
easat-1627	380	3	probability	probability	NOUN
easat-1627	380	4	t	t	PROPN
easat-1627	380	5	-	-	PUNCT
easat-1627	380	6	statistic	statistic	NOUN
easat-1627	380	7	1.482085	1.482085	NUM
easat-1627	380	8	23	23	NUM
easat-1627	380	9	0.1519	0.1519	NUM
easat-1627	380	10	f	f	X
easat-1627	380	11	-	-	PUNCT
easat-1627	380	12	statistic	statistic	NOUN
easat-1627	380	13	2.196576	2.196576	NUM
easat-1627	380	14	(	(	PUNCT
easat-1627	380	15	1	1	NUM
easat-1627	380	16	,	,	PUNCT
easat-1627	380	17	23	23	NUM
easat-1627	380	18	)	)	PUNCT
easat-1627	380	19	0.1519	0.1519	NUM
easat-1627	380	20	likelihood	likelihood	NOUN
easat-1627	380	21	ratio	ratio	NOUN
easat-1627	380	22	2.918844	2.918844	NUM
easat-1627	380	23	1	1	NUM
easat-1627	380	24	0.0876	0.0876	NUM
easat-1627	380	25	source	source	NOUN
easat-1627	380	26	:	:	PUNCT
easat-1627	380	27	eviews	eviews	PROPN
easat-1627	380	28	12	12	NUM
easat-1627	380	29	results	result	NOUN
easat-1627	380	30	of	of	ADP
easat-1627	380	31	ramsey	ramsey	PROPN
easat-1627	380	32	reset	reset	NOUN
easat-1627	380	33	.	.	PUNCT
easat-1627	381	1	4.9	4.9	NUM
easat-1627	381	2	.	.	PUNCT
easat-1627	382	1	discussions	discussion	NOUN
easat-1627	382	2	the	the	DET
easat-1627	382	3	studies	study	NOUN
easat-1627	382	4	by	by	ADP
easat-1627	382	5	chandio	chandio	PROPN
easat-1627	382	6	et	et	PROPN
easat-1627	382	7	al	al	PROPN
easat-1627	382	8	.	.	PROPN
easat-1627	383	1	(	(	PUNCT
easat-1627	383	2	2020	2020	NUM
easat-1627	383	3	)	)	PUNCT
easat-1627	383	4	and	and	CCONJ
easat-1627	383	5	kumar	kumar	PROPN
easat-1627	383	6	et	et	PROPN
easat-1627	383	7	al	al	PROPN
easat-1627	383	8	.	.	PROPN
easat-1627	384	1	(	(	PUNCT
easat-1627	384	2	2021	2021	NUM
easat-1627	384	3	)	)	PUNCT
easat-1627	384	4	both	both	PRON
easat-1627	384	5	show	show	VERB
easat-1627	384	6	that	that	SCONJ
easat-1627	384	7	co2	co2	NOUN
easat-1627	384	8	emissions	emission	NOUN
easat-1627	384	9	have	have	VERB
easat-1627	384	10	a	a	DET
easat-1627	384	11	positive	positive	ADJ
easat-1627	384	12	effect	effect	NOUN
easat-1627	384	13	on	on	ADP
easat-1627	384	14	rice	rice	NOUN
easat-1627	384	15	production	production	NOUN
easat-1627	384	16	in	in	ADP
easat-1627	384	17	pakistan	pakistan	PROPN
easat-1627	384	18	and	and	CCONJ
easat-1627	384	19	india	india	PROPN
easat-1627	384	20	,	,	PUNCT
easat-1627	384	21	respectively	respectively	ADV
easat-1627	384	22	.	.	PUNCT
easat-1627	385	1	they	they	PRON
easat-1627	385	2	also	also	ADV
easat-1627	385	3	highlight	highlight	VERB
easat-1627	385	4	the	the	DET
easat-1627	385	5	negative	negative	ADJ
easat-1627	385	6	effect	effect	NOUN
easat-1627	385	7	of	of	ADP
easat-1627	385	8	rainfall	rainfall	NOUN
easat-1627	385	9	on	on	ADP
easat-1627	385	10	rice	rice	NOUN
easat-1627	385	11	production	production	NOUN
easat-1627	385	12	.	.	PUNCT
easat-1627	386	1	these	these	DET
easat-1627	386	2	findings	finding	NOUN
easat-1627	386	3	suggest	suggest	VERB
easat-1627	386	4	a	a	DET
easat-1627	386	5	positive	positive	ADJ
easat-1627	386	6	link	link	NOUN
easat-1627	386	7	between	between	ADP
easat-1627	386	8	foreign	foreign	ADJ
easat-1627	386	9	direct	direct	ADJ
easat-1627	386	10	investment	investment	NOUN
easat-1627	386	11	(	(	PUNCT
easat-1627	386	12	fdi	fdi	NOUN
easat-1627	386	13	)	)	PUNCT
easat-1627	386	14	and	and	CCONJ
easat-1627	386	15	crop	crop	NOUN
easat-1627	386	16	production	production	NOUN
easat-1627	386	17	in	in	ADP
easat-1627	386	18	somalia	somalia	PROPN
easat-1627	386	19	.	.	PUNCT
easat-1627	387	1	additionally	additionally	ADV
easat-1627	387	2	,	,	PUNCT
easat-1627	387	3	rainfall	rainfall	NOUN
easat-1627	387	4	does	do	AUX
easat-1627	387	5	not	not	PART
easat-1627	387	6	seem	seem	VERB
easat-1627	387	7	to	to	PART
easat-1627	387	8	have	have	VERB
easat-1627	387	9	a	a	DET
easat-1627	387	10	significant	significant	ADJ
easat-1627	387	11	impact	impact	NOUN
easat-1627	387	12	on	on	ADP
easat-1627	387	13	crop	crop	NOUN
easat-1627	387	14	production	production	NOUN
easat-1627	387	15	in	in	ADP
easat-1627	387	16	somalia	somalia	PROPN
easat-1627	387	17	according	accord	VERB
easat-1627	387	18	to	to	ADP
easat-1627	387	19	the	the	DET
easat-1627	387	20	statistical	statistical	ADJ
easat-1627	387	21	results	result	NOUN
easat-1627	387	22	,	,	PUNCT
easat-1627	387	23	which	which	PRON
easat-1627	387	24	aligns	align	VERB
easat-1627	387	25	with	with	ADP
easat-1627	387	26	these	these	DET
easat-1627	387	27	studies	study	NOUN
easat-1627	387	28	.	.	PUNCT
easat-1627	388	1	similarly	similarly	ADV
easat-1627	388	2	,	,	PUNCT
easat-1627	388	3	jan	jan	PROPN
easat-1627	388	4	et	et	PROPN
easat-1627	388	5	al	al	PROPN
easat-1627	388	6	.	.	PROPN
easat-1627	388	7	(	(	PUNCT
easat-1627	388	8	2021	2021	NUM
easat-1627	388	9	)	)	PUNCT
easat-1627	388	10	and	and	CCONJ
easat-1627	388	11	sossou	sossou	NOUN
easat-1627	388	12	et	et	PROPN
easat-1627	388	13	al	al	PROPN
easat-1627	388	14	.	.	PROPN
easat-1627	389	1	(	(	PUNCT
easat-1627	389	2	2020	2020	NUM
easat-1627	389	3	)	)	PUNCT
easat-1627	389	4	find	find	VERB
easat-1627	389	5	that	that	SCONJ
easat-1627	389	6	increased	increase	VERB
easat-1627	389	7	precipitation	precipitation	NOUN
easat-1627	389	8	leads	lead	VERB
easat-1627	389	9	to	to	ADP
easat-1627	389	10	higher	high	ADJ
easat-1627	389	11	grain	grain	NOUN
easat-1627	389	12	output	output	NOUN
easat-1627	389	13	.	.	PUNCT
easat-1627	390	1	sossou	sossou	NOUN
easat-1627	390	2	et	et	PROPN
easat-1627	390	3	al	al	PROPN
easat-1627	390	4	.	.	PROPN
easat-1627	391	1	(	(	PUNCT
easat-1627	391	2	2020	2020	NUM
easat-1627	391	3	)	)	PUNCT
easat-1627	391	4	also	also	ADV
easat-1627	391	5	note	note	VERB
easat-1627	391	6	that	that	SCONJ
easat-1627	391	7	while	while	SCONJ
easat-1627	391	8	temperature	temperature	NOUN
easat-1627	391	9	negatively	negatively	ADV
easat-1627	391	10	affects	affect	VERB
easat-1627	391	11	cereal	cereal	NOUN
easat-1627	391	12	yield	yield	NOUN
easat-1627	391	13	,	,	PUNCT
easat-1627	391	14	precipitation	precipitation	NOUN
easat-1627	391	15	has	have	VERB
easat-1627	391	16	a	a	DET
easat-1627	391	17	positive	positive	ADJ
easat-1627	391	18	influence	influence	NOUN
easat-1627	391	19	.	.	PUNCT
easat-1627	392	1	these	these	DET
easat-1627	392	2	findings	finding	NOUN
easat-1627	392	3	support	support	VERB
easat-1627	392	4	the	the	DET
easat-1627	392	5	study	study	NOUN
easat-1627	392	6	result	result	VERB
easat-1627	392	7	that	that	SCONJ
easat-1627	392	8	the	the	DET
easat-1627	392	9	labor	labor	NOUN
easat-1627	392	10	force	force	NOUN
easat-1627	392	11	positively	positively	ADV
easat-1627	392	12	affects	affect	VERB
easat-1627	392	13	crop	crop	NOUN
easat-1627	392	14	production	production	NOUN
easat-1627	392	15	in	in	ADP
easat-1627	392	16	somalia	somalia	PROPN
easat-1627	392	17	,	,	PUNCT
easat-1627	392	18	as	as	SCONJ
easat-1627	392	19	indicated	indicate	VERB
easat-1627	392	20	in	in	ADP
easat-1627	392	21	the	the	DET
easat-1627	392	22	statistical	statistical	ADJ
easat-1627	392	23	results	result	NOUN
easat-1627	392	24	.	.	PUNCT
easat-1627	393	1	1444	1444	NUM
easat-1627	393	2	edelweiss	edelweiss	PROPN
easat-1627	393	3	applied	apply	VERB
easat-1627	393	4	science	science	NOUN
easat-1627	393	5	and	and	CCONJ
easat-1627	393	6	technology	technology	NOUN
easat-1627	393	7	issn	issn	PROPN
easat-1627	393	8	:	:	PUNCT
easat-1627	393	9	2576	2576	NUM
easat-1627	393	10	-	-	SYM
easat-1627	393	11	8484	8484	NUM
easat-1627	393	12	vol	vol	NOUN
easat-1627	393	13	.	.	PROPN
easat-1627	393	14	8	8	NUM
easat-1627	393	15	,	,	PUNCT
easat-1627	393	16	no	no	INTJ
easat-1627	393	17	.	.	NOUN
easat-1627	393	18	4	4	NUM
easat-1627	393	19	:	:	SYM
easat-1627	393	20	1428	1428	NUM
easat-1627	393	21	-	-	SYM
easat-1627	393	22	1447	1447	NUM
easat-1627	393	23	,	,	PUNCT
easat-1627	393	24	2024	2024	NUM
easat-1627	393	25	doi	doi	NOUN
easat-1627	393	26	:	:	PUNCT
easat-1627	393	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	393	28	©	©	NOUN
easat-1627	393	29	2024	2024	NUM
easat-1627	393	30	by	by	ADP
easat-1627	393	31	the	the	DET
easat-1627	393	32	author	author	NOUN
easat-1627	393	33	;	;	PUNCT
easat-1627	393	34	licensee	licensee	PROPN
easat-1627	393	35	learning	learning	NOUN
easat-1627	393	36	gate	gate	NOUN
easat-1627	393	37	tajudeen	tajudeen	PROPN
easat-1627	393	38	et	et	NOUN
easat-1627	393	39	al	al	PROPN
easat-1627	393	40	.	.	PROPN
easat-1627	394	1	(	(	PUNCT
easat-1627	394	2	2022	2022	NUM
easat-1627	394	3	)	)	PUNCT
easat-1627	394	4	say	say	VERB
easat-1627	394	5	that	that	SCONJ
easat-1627	394	6	climate	climate	NOUN
easat-1627	394	7	change	change	NOUN
easat-1627	394	8	harms	harm	VERB
easat-1627	394	9	maize	maize	NOUN
easat-1627	394	10	production	production	NOUN
easat-1627	394	11	in	in	ADP
easat-1627	394	12	nigeria	nigeria	PROPN
easat-1627	394	13	.	.	PUNCT
easat-1627	395	1	they	they	PRON
easat-1627	395	2	also	also	ADV
easat-1627	395	3	say	say	VERB
easat-1627	395	4	it	it	PRON
easat-1627	395	5	's	be	AUX
easat-1627	395	6	important	important	ADJ
easat-1627	395	7	to	to	PART
easat-1627	395	8	use	use	VERB
easat-1627	395	9	modern	modern	ADJ
easat-1627	395	10	farming	farming	NOUN
easat-1627	395	11	tools	tool	NOUN
easat-1627	395	12	and	and	CCONJ
easat-1627	395	13	adapt	adapt	VERB
easat-1627	395	14	,	,	PUNCT
easat-1627	395	15	but	but	CCONJ
easat-1627	395	16	these	these	DET
easat-1627	395	17	ideas	idea	NOUN
easat-1627	395	18	are	be	AUX
easat-1627	395	19	n't	not	PART
easat-1627	395	20	shown	show	VERB
easat-1627	395	21	directly	directly	ADV
easat-1627	395	22	in	in	ADP
easat-1627	395	23	the	the	DET
easat-1627	395	24	somalia	somalia	PROPN
easat-1627	395	25	results	result	VERB
easat-1627	395	26	.	.	PUNCT
easat-1627	396	1	samuel	samuel	PROPN
easat-1627	396	2	et	et	PROPN
easat-1627	396	3	al	al	PROPN
easat-1627	396	4	.	.	PROPN
easat-1627	397	1	(	(	PUNCT
easat-1627	397	2	2022	2022	NUM
easat-1627	397	3	)	)	PUNCT
easat-1627	397	4	find	find	VERB
easat-1627	397	5	that	that	SCONJ
easat-1627	397	6	higher	high	ADJ
easat-1627	397	7	temperatures	temperature	NOUN
easat-1627	397	8	and	and	CCONJ
easat-1627	397	9	less	less	ADJ
easat-1627	397	10	rainfall	rainfall	NOUN
easat-1627	397	11	hurt	hurt	VERB
easat-1627	397	12	crop	crop	NOUN
easat-1627	397	13	yields	yield	NOUN
easat-1627	397	14	in	in	ADP
easat-1627	397	15	nigeria	nigeria	PROPN
easat-1627	397	16	.	.	PUNCT
easat-1627	398	1	but	but	CCONJ
easat-1627	398	2	the	the	DET
easat-1627	398	3	results	result	NOUN
easat-1627	398	4	in	in	ADP
easat-1627	398	5	somalia	somalia	PROPN
easat-1627	398	6	do	do	AUX
easat-1627	398	7	n't	not	PART
easat-1627	398	8	show	show	VERB
easat-1627	398	9	rainfall	rainfall	NOUN
easat-1627	398	10	as	as	ADP
easat-1627	398	11	important	important	ADJ
easat-1627	398	12	,	,	PUNCT
easat-1627	398	13	and	and	CCONJ
easat-1627	398	14	the	the	DET
easat-1627	398	15	result	result	NOUN
easat-1627	398	16	show	show	VERB
easat-1627	398	17	that	that	SCONJ
easat-1627	398	18	foreign	foreign	ADJ
easat-1627	398	19	investment	investment	NOUN
easat-1627	398	20	has	have	VERB
easat-1627	398	21	adverse	adverse	ADJ
easat-1627	398	22	effect	effect	NOUN
easat-1627	398	23	on	on	ADP
easat-1627	398	24	crop	crop	NOUN
easat-1627	398	25	production	production	NOUN
easat-1627	398	26	in	in	ADP
easat-1627	398	27	the	the	DET
easat-1627	398	28	short	short	ADJ
easat-1627	398	29	term	term	NOUN
easat-1627	398	30	.	.	PUNCT
easat-1627	399	1	the	the	DET
easat-1627	399	2	study	study	NOUN
easat-1627	399	3	makes	make	VERB
easat-1627	399	4	a	a	DET
easat-1627	399	5	significant	significant	ADJ
easat-1627	399	6	contribution	contribution	NOUN
easat-1627	399	7	by	by	ADP
easat-1627	399	8	synthesizing	synthesize	VERB
easat-1627	399	9	findings	finding	NOUN
easat-1627	399	10	from	from	ADP
easat-1627	399	11	various	various	ADJ
easat-1627	399	12	research	research	NOUN
easat-1627	399	13	endeavors	endeavor	NOUN
easat-1627	399	14	conducted	conduct	VERB
easat-1627	399	15	in	in	ADP
easat-1627	399	16	regions	region	NOUN
easat-1627	399	17	such	such	ADJ
easat-1627	399	18	as	as	ADP
easat-1627	399	19	pakistan	pakistan	PROPN
easat-1627	399	20	,	,	PUNCT
easat-1627	399	21	india	india	PROPN
easat-1627	399	22	,	,	PUNCT
easat-1627	399	23	nigeria	nigeria	PROPN
easat-1627	399	24	,	,	PUNCT
easat-1627	399	25	and	and	CCONJ
easat-1627	399	26	somalia	somalia	PROPN
easat-1627	399	27	,	,	PUNCT
easat-1627	399	28	to	to	PART
easat-1627	399	29	shed	shed	VERB
easat-1627	399	30	light	light	NOUN
easat-1627	399	31	on	on	ADP
easat-1627	399	32	the	the	DET
easat-1627	399	33	intricate	intricate	ADJ
easat-1627	399	34	relationship	relationship	NOUN
easat-1627	399	35	between	between	ADP
easat-1627	399	36	environmental	environmental	ADJ
easat-1627	399	37	factors	factor	NOUN
easat-1627	399	38	,	,	PUNCT
easat-1627	399	39	foreign	foreign	ADJ
easat-1627	399	40	investment	investment	NOUN
easat-1627	399	41	,	,	PUNCT
easat-1627	399	42	and	and	CCONJ
easat-1627	399	43	crop	crop	NOUN
easat-1627	399	44	production	production	NOUN
easat-1627	399	45	.	.	PUNCT
easat-1627	400	1	by	by	ADP
easat-1627	400	2	drawing	draw	VERB
easat-1627	400	3	parallels	parallel	NOUN
easat-1627	400	4	between	between	ADP
easat-1627	400	5	studies	study	NOUN
easat-1627	400	6	by	by	ADP
easat-1627	400	7	chandio	chandio	NOUN
easat-1627	400	8	et	et	PROPN
easat-1627	400	9	al	al	PROPN
easat-1627	400	10	.	.	PROPN
easat-1627	400	11	(	(	PUNCT
easat-1627	400	12	2020	2020	NUM
easat-1627	400	13	)	)	PUNCT
easat-1627	400	14	,	,	PUNCT
easat-1627	400	15	kumar	kumar	PROPN
easat-1627	400	16	et	et	PROPN
easat-1627	400	17	al	al	PROPN
easat-1627	400	18	.	.	PROPN
easat-1627	400	19	(	(	PUNCT
easat-1627	400	20	2021	2021	NUM
easat-1627	400	21	)	)	PUNCT
easat-1627	400	22	,	,	PUNCT
easat-1627	400	23	jan	jan	PROPN
easat-1627	400	24	et	et	PROPN
easat-1627	400	25	al	al	PROPN
easat-1627	400	26	.	.	PROPN
easat-1627	400	27	(	(	PUNCT
easat-1627	400	28	2021	2021	NUM
easat-1627	400	29	)	)	PUNCT
easat-1627	400	30	,	,	PUNCT
easat-1627	400	31	sossou	sossou	NOUN
easat-1627	400	32	et	et	PROPN
easat-1627	400	33	al	al	PROPN
easat-1627	400	34	.	.	PROPN
easat-1627	400	35	(	(	PUNCT
easat-1627	400	36	2020	2020	NUM
easat-1627	400	37	)	)	PUNCT
easat-1627	400	38	,	,	PUNCT
easat-1627	400	39	tajudeen	tajudeen	NOUN
easat-1627	400	40	et	et	NOUN
easat-1627	400	41	al	al	PROPN
easat-1627	400	42	.	.	PROPN
easat-1627	400	43	(	(	PUNCT
easat-1627	400	44	2022	2022	NUM
easat-1627	400	45	)	)	PUNCT
easat-1627	400	46	,	,	PUNCT
easat-1627	400	47	and	and	CCONJ
easat-1627	400	48	samuel	samuel	PROPN
easat-1627	400	49	et	et	PROPN
easat-1627	400	50	al	al	PROPN
easat-1627	400	51	.	.	PROPN
easat-1627	401	1	(	(	PUNCT
easat-1627	402	1	2022	2022	NUM
easat-1627	402	2	)	)	PUNCT
easat-1627	402	3	,	,	PUNCT
easat-1627	402	4	the	the	DET
easat-1627	402	5	research	research	NOUN
easat-1627	402	6	elucidates	elucidate	VERB
easat-1627	402	7	several	several	ADJ
easat-1627	402	8	key	key	ADJ
easat-1627	402	9	insights	insight	NOUN
easat-1627	402	10	.	.	PUNCT
easat-1627	403	1	firstly	firstly	ADV
easat-1627	403	2	,	,	PUNCT
easat-1627	403	3	it	it	PRON
easat-1627	403	4	underscores	underscore	VERB
easat-1627	403	5	the	the	DET
easat-1627	403	6	positive	positive	ADJ
easat-1627	403	7	impact	impact	NOUN
easat-1627	403	8	of	of	ADP
easat-1627	403	9	co2	co2	NOUN
easat-1627	403	10	emissions	emission	NOUN
easat-1627	403	11	on	on	ADP
easat-1627	403	12	rice	rice	NOUN
easat-1627	403	13	production	production	NOUN
easat-1627	403	14	in	in	ADP
easat-1627	403	15	pakistan	pakistan	PROPN
easat-1627	403	16	and	and	CCONJ
easat-1627	403	17	india	india	PROPN
easat-1627	403	18	,	,	PUNCT
easat-1627	403	19	reinforcing	reinforce	VERB
easat-1627	403	20	the	the	DET
easat-1627	403	21	notion	notion	NOUN
easat-1627	403	22	that	that	SCONJ
easat-1627	403	23	environmental	environmental	ADJ
easat-1627	403	24	factors	factor	NOUN
easat-1627	403	25	play	play	VERB
easat-1627	403	26	a	a	DET
easat-1627	403	27	pivotal	pivotal	ADJ
easat-1627	403	28	role	role	NOUN
easat-1627	403	29	in	in	ADP
easat-1627	403	30	agricultural	agricultural	ADJ
easat-1627	403	31	outcomes	outcome	NOUN
easat-1627	403	32	.	.	PUNCT
easat-1627	404	1	moreover	moreover	ADV
easat-1627	404	2	,	,	PUNCT
easat-1627	404	3	the	the	DET
easat-1627	404	4	acknowledgment	acknowledgment	NOUN
easat-1627	404	5	of	of	ADP
easat-1627	404	6	the	the	DET
easat-1627	404	7	adverse	adverse	ADJ
easat-1627	404	8	effect	effect	NOUN
easat-1627	404	9	of	of	ADP
easat-1627	404	10	rainfall	rainfall	NOUN
easat-1627	404	11	on	on	ADP
easat-1627	404	12	rice	rice	NOUN
easat-1627	404	13	production	production	NOUN
easat-1627	404	14	in	in	ADP
easat-1627	404	15	these	these	DET
easat-1627	404	16	regions	region	NOUN
easat-1627	404	17	underscores	underscore	VERB
easat-1627	404	18	the	the	DET
easat-1627	404	19	multifaceted	multifaceted	ADJ
easat-1627	404	20	nature	nature	NOUN
easat-1627	404	21	of	of	ADP
easat-1627	404	22	environmental	environmental	ADJ
easat-1627	404	23	influences	influence	NOUN
easat-1627	404	24	on	on	ADP
easat-1627	404	25	crop	crop	NOUN
easat-1627	404	26	yield	yield	NOUN
easat-1627	404	27	.	.	PUNCT
easat-1627	405	1	secondly	secondly	ADV
easat-1627	405	2	,	,	PUNCT
easat-1627	405	3	the	the	DET
easat-1627	405	4	study	study	NOUN
easat-1627	405	5	highlights	highlight	VERB
easat-1627	405	6	the	the	DET
easat-1627	405	7	importance	importance	NOUN
easat-1627	405	8	of	of	ADP
easat-1627	405	9	foreign	foreign	ADJ
easat-1627	405	10	direct	direct	ADJ
easat-1627	405	11	investment	investment	NOUN
easat-1627	405	12	(	(	PUNCT
easat-1627	405	13	fdi	fdi	NOUN
easat-1627	405	14	)	)	PUNCT
easat-1627	405	15	in	in	ADP
easat-1627	405	16	shaping	shape	VERB
easat-1627	405	17	crop	crop	NOUN
easat-1627	405	18	production	production	NOUN
easat-1627	405	19	dynamics	dynamic	NOUN
easat-1627	405	20	,	,	PUNCT
easat-1627	405	21	particularly	particularly	ADV
easat-1627	405	22	in	in	ADP
easat-1627	405	23	somalia	somalia	PROPN
easat-1627	405	24	.	.	PUNCT
easat-1627	406	1	despite	despite	SCONJ
easat-1627	406	2	contrasting	contrast	VERB
easat-1627	406	3	findings	finding	NOUN
easat-1627	406	4	regarding	regard	VERB
easat-1627	406	5	the	the	DET
easat-1627	406	6	significance	significance	NOUN
easat-1627	406	7	of	of	ADP
easat-1627	406	8	rainfall	rainfall	NOUN
easat-1627	406	9	in	in	ADP
easat-1627	406	10	somalia	somalia	PROPN
easat-1627	406	11	compared	compare	VERB
easat-1627	406	12	to	to	ADP
easat-1627	406	13	other	other	ADJ
easat-1627	406	14	regions	region	NOUN
easat-1627	406	15	,	,	PUNCT
easat-1627	406	16	the	the	DET
easat-1627	406	17	research	research	NOUN
easat-1627	406	18	suggests	suggest	VERB
easat-1627	406	19	a	a	DET
easat-1627	406	20	positive	positive	ADJ
easat-1627	406	21	link	link	NOUN
easat-1627	406	22	between	between	ADP
easat-1627	406	23	fdi	fdi	PROPN
easat-1627	406	24	and	and	CCONJ
easat-1627	406	25	crop	crop	NOUN
easat-1627	406	26	production	production	NOUN
easat-1627	406	27	,	,	PUNCT
easat-1627	406	28	emphasizing	emphasize	VERB
easat-1627	406	29	the	the	DET
easat-1627	406	30	need	need	NOUN
easat-1627	406	31	for	for	ADP
easat-1627	406	32	further	further	ADJ
easat-1627	406	33	exploration	exploration	NOUN
easat-1627	406	34	into	into	ADP
easat-1627	406	35	the	the	DET
easat-1627	406	36	mechanisms	mechanism	NOUN
easat-1627	406	37	underlying	underlie	VERB
easat-1627	406	38	this	this	DET
easat-1627	406	39	relationship	relationship	NOUN
easat-1627	406	40	.	.	PUNCT
easat-1627	407	1	furthermore	furthermore	ADV
easat-1627	407	2	,	,	PUNCT
easat-1627	407	3	the	the	DET
easat-1627	407	4	study	study	NOUN
easat-1627	407	5	aligns	align	VERB
easat-1627	407	6	with	with	ADP
easat-1627	407	7	the	the	DET
easat-1627	407	8	findings	finding	NOUN
easat-1627	407	9	of	of	ADP
easat-1627	407	10	jan	jan	PROPN
easat-1627	407	11	et	et	PROPN
easat-1627	407	12	al	al	PROPN
easat-1627	407	13	.	.	PROPN
easat-1627	408	1	(	(	PUNCT
easat-1627	408	2	2021	2021	NUM
easat-1627	408	3	)	)	PUNCT
easat-1627	408	4	and	and	CCONJ
easat-1627	408	5	sossou	sossou	NOUN
easat-1627	408	6	et	et	PROPN
easat-1627	408	7	al	al	PROPN
easat-1627	408	8	.	.	PROPN
easat-1627	409	1	(	(	PUNCT
easat-1627	409	2	2020	2020	NUM
easat-1627	409	3	)	)	PUNCT
easat-1627	410	1	,	,	PUNCT
easat-1627	410	2	emphasizing	emphasize	VERB
easat-1627	410	3	the	the	DET
easat-1627	410	4	positive	positive	ADJ
easat-1627	410	5	correlation	correlation	NOUN
easat-1627	410	6	between	between	ADP
easat-1627	410	7	precipitation	precipitation	NOUN
easat-1627	410	8	and	and	CCONJ
easat-1627	410	9	grain	grain	NOUN
easat-1627	410	10	output	output	NOUN
easat-1627	410	11	.	.	PUNCT
easat-1627	411	1	this	this	PRON
easat-1627	411	2	underscores	underscore	VERB
easat-1627	411	3	the	the	DET
easat-1627	411	4	critical	critical	ADJ
easat-1627	411	5	role	role	NOUN
easat-1627	411	6	of	of	ADP
easat-1627	411	7	environmental	environmental	ADJ
easat-1627	411	8	factors	factor	NOUN
easat-1627	411	9	,	,	PUNCT
easat-1627	411	10	such	such	ADJ
easat-1627	411	11	as	as	ADP
easat-1627	411	12	rainfall	rainfall	NOUN
easat-1627	411	13	,	,	PUNCT
easat-1627	411	14	in	in	ADP
easat-1627	411	15	shaping	shape	VERB
easat-1627	411	16	agricultural	agricultural	ADJ
easat-1627	411	17	productivity	productivity	NOUN
easat-1627	411	18	.	.	PUNCT
easat-1627	412	1	additionally	additionally	ADV
easat-1627	412	2	,	,	PUNCT
easat-1627	412	3	the	the	DET
easat-1627	412	4	study	study	NOUN
easat-1627	412	5	supports	support	VERB
easat-1627	412	6	the	the	DET
easat-1627	412	7	notion	notion	NOUN
easat-1627	412	8	that	that	SCONJ
easat-1627	412	9	the	the	DET
easat-1627	412	10	labor	labor	NOUN
easat-1627	412	11	force	force	NOUN
easat-1627	412	12	positively	positively	ADV
easat-1627	412	13	influences	influence	VERB
easat-1627	412	14	crop	crop	NOUN
easat-1627	412	15	production	production	NOUN
easat-1627	412	16	in	in	ADP
easat-1627	412	17	somalia	somalia	PROPN
easat-1627	412	18	,	,	PUNCT
easat-1627	412	19	further	far	ADV
easat-1627	412	20	underscoring	underscore	VERB
easat-1627	412	21	the	the	DET
easat-1627	412	22	multifaceted	multifaceted	ADJ
easat-1627	412	23	nature	nature	NOUN
easat-1627	412	24	of	of	ADP
easat-1627	412	25	agricultural	agricultural	ADJ
easat-1627	412	26	dynamics	dynamic	NOUN
easat-1627	412	27	.	.	PUNCT
easat-1627	413	1	however	however	ADV
easat-1627	413	2	,	,	PUNCT
easat-1627	413	3	the	the	DET
easat-1627	413	4	research	research	NOUN
easat-1627	413	5	also	also	ADV
easat-1627	413	6	acknowledges	acknowledge	VERB
easat-1627	413	7	discrepancies	discrepancy	NOUN
easat-1627	413	8	in	in	ADP
easat-1627	413	9	findings	finding	NOUN
easat-1627	413	10	,	,	PUNCT
easat-1627	413	11	such	such	ADJ
easat-1627	413	12	as	as	ADP
easat-1627	413	13	those	those	PRON
easat-1627	413	14	highlighted	highlight	VERB
easat-1627	413	15	by	by	ADP
easat-1627	413	16	tajudeen	tajudeen	NOUN
easat-1627	413	17	et	et	NOUN
easat-1627	413	18	al	al	PROPN
easat-1627	413	19	.	.	PROPN
easat-1627	414	1	(	(	PUNCT
easat-1627	414	2	2022	2022	NUM
easat-1627	414	3	)	)	PUNCT
easat-1627	414	4	and	and	CCONJ
easat-1627	414	5	samuel	samuel	PROPN
easat-1627	414	6	et	et	PROPN
easat-1627	414	7	al	al	PROPN
easat-1627	414	8	.	.	PROPN
easat-1627	415	1	(	(	PUNCT
easat-1627	415	2	2022	2022	NUM
easat-1627	415	3	)	)	PUNCT
easat-1627	415	4	,	,	PUNCT
easat-1627	415	5	regarding	regard	VERB
easat-1627	415	6	the	the	DET
easat-1627	415	7	opposing	opposing	ADJ
easat-1627	415	8	effects	effect	NOUN
easat-1627	415	9	of	of	ADP
easat-1627	415	10	climate	climate	NOUN
easat-1627	415	11	change	change	NOUN
easat-1627	415	12	on	on	ADP
easat-1627	415	13	maize	maize	NOUN
easat-1627	415	14	production	production	NOUN
easat-1627	415	15	in	in	ADP
easat-1627	415	16	nigeria	nigeria	PROPN
easat-1627	415	17	.	.	PUNCT
easat-1627	416	1	while	while	SCONJ
easat-1627	416	2	these	these	DET
easat-1627	416	3	findings	finding	NOUN
easat-1627	416	4	provide	provide	VERB
easat-1627	416	5	valuable	valuable	ADJ
easat-1627	416	6	insights	insight	NOUN
easat-1627	416	7	into	into	ADP
easat-1627	416	8	regional	regional	ADJ
easat-1627	416	9	variations	variation	NOUN
easat-1627	416	10	in	in	ADP
easat-1627	416	11	agricultural	agricultural	ADJ
easat-1627	416	12	vulnerabilities	vulnerability	NOUN
easat-1627	416	13	,	,	PUNCT
easat-1627	416	14	they	they	PRON
easat-1627	416	15	also	also	ADV
easat-1627	416	16	emphasize	emphasize	VERB
easat-1627	416	17	the	the	DET
easat-1627	416	18	need	need	NOUN
easat-1627	416	19	for	for	ADP
easat-1627	416	20	nuanced	nuanced	ADJ
easat-1627	416	21	approaches	approach	NOUN
easat-1627	416	22	to	to	ADP
easat-1627	416	23	agricultural	agricultural	ADJ
easat-1627	416	24	adaptation	adaptation	NOUN
easat-1627	416	25	and	and	CCONJ
easat-1627	416	26	modernization	modernization	NOUN
easat-1627	416	27	,	,	PUNCT
easat-1627	416	28	which	which	PRON
easat-1627	416	29	may	may	AUX
easat-1627	416	30	not	not	PART
easat-1627	416	31	directly	directly	ADV
easat-1627	416	32	translate	translate	VERB
easat-1627	416	33	to	to	ADP
easat-1627	416	34	the	the	DET
easat-1627	416	35	context	context	NOUN
easat-1627	416	36	of	of	ADP
easat-1627	416	37	somalia	somalia	PROPN
easat-1627	416	38	.	.	PUNCT
easat-1627	417	1	in	in	ADP
easat-1627	417	2	essence	essence	NOUN
easat-1627	417	3	,	,	PUNCT
easat-1627	417	4	the	the	DET
easat-1627	417	5	study	study	NOUN
easat-1627	417	6	contributes	contribute	VERB
easat-1627	417	7	to	to	ADP
easat-1627	417	8	the	the	DET
easat-1627	417	9	existing	exist	VERB
easat-1627	417	10	body	body	NOUN
easat-1627	417	11	of	of	ADP
easat-1627	417	12	knowledge	knowledge	NOUN
easat-1627	417	13	by	by	ADP
easat-1627	417	14	synthesizing	synthesize	VERB
easat-1627	417	15	disparate	disparate	ADJ
easat-1627	417	16	findings	finding	NOUN
easat-1627	417	17	and	and	CCONJ
easat-1627	417	18	offering	offer	VERB
easat-1627	417	19	insights	insight	NOUN
easat-1627	417	20	into	into	ADP
easat-1627	417	21	the	the	DET
easat-1627	417	22	complex	complex	ADJ
easat-1627	417	23	interplay	interplay	NOUN
easat-1627	417	24	between	between	ADP
easat-1627	417	25	environmental	environmental	ADJ
easat-1627	417	26	factors	factor	NOUN
easat-1627	417	27	,	,	PUNCT
easat-1627	417	28	foreign	foreign	ADJ
easat-1627	417	29	investment	investment	NOUN
easat-1627	417	30	,	,	PUNCT
easat-1627	417	31	and	and	CCONJ
easat-1627	417	32	crop	crop	NOUN
easat-1627	417	33	production	production	NOUN
easat-1627	417	34	dynamics	dynamic	NOUN
easat-1627	417	35	,	,	PUNCT
easat-1627	417	36	thereby	thereby	ADV
easat-1627	417	37	providing	provide	VERB
easat-1627	417	38	a	a	DET
easat-1627	417	39	valuable	valuable	ADJ
easat-1627	417	40	foundation	foundation	NOUN
easat-1627	417	41	for	for	ADP
easat-1627	417	42	further	further	ADJ
easat-1627	417	43	research	research	NOUN
easat-1627	417	44	and	and	CCONJ
easat-1627	417	45	policy	policy	NOUN
easat-1627	417	46	formulation	formulation	NOUN
easat-1627	417	47	in	in	ADP
easat-1627	417	48	agricultural	agricultural	ADJ
easat-1627	417	49	development	development	NOUN
easat-1627	417	50	contexts	contexts	NOUN
easat-1627	417	51	.	.	PUNCT
easat-1627	418	1	5	5	X
easat-1627	418	2	.	.	X
easat-1627	418	3	conclusion	conclusion	NOUN
easat-1627	418	4	this	this	DET
easat-1627	418	5	paper	paper	NOUN
easat-1627	418	6	investigates	investigate	VERB
easat-1627	418	7	the	the	DET
easat-1627	418	8	impact	impact	NOUN
easat-1627	418	9	of	of	ADP
easat-1627	418	10	climate	climate	NOUN
easat-1627	418	11	change	change	NOUN
easat-1627	418	12	on	on	ADP
easat-1627	418	13	crop	crop	NOUN
easat-1627	418	14	production	production	NOUN
easat-1627	418	15	in	in	ADP
easat-1627	418	16	somalia	somalia	PROPN
easat-1627	418	17	by	by	ADP
easat-1627	418	18	using	use	VERB
easat-1627	418	19	annual	annual	ADJ
easat-1627	418	20	time	time	NOUN
easat-1627	418	21	series	series	PROPN
easat-1627	418	22	data	datum	NOUN
easat-1627	418	23	from	from	ADP
easat-1627	418	24	1990	1990	NUM
easat-1627	418	25	to	to	ADP
easat-1627	418	26	2022	2022	NUM
easat-1627	418	27	.	.	PUNCT
easat-1627	419	1	the	the	DET
easat-1627	419	2	nature	nature	NOUN
easat-1627	419	3	of	of	ADP
easat-1627	419	4	long	long	ADJ
easat-1627	419	5	-	-	PUNCT
easat-1627	419	6	term	term	NOUN
easat-1627	419	7	and	and	CCONJ
easat-1627	419	8	short	short	ADJ
easat-1627	419	9	-	-	PUNCT
easat-1627	419	10	term	term	NOUN
easat-1627	419	11	relationships	relationship	NOUN
easat-1627	419	12	is	be	AUX
easat-1627	419	13	examined	examine	VERB
easat-1627	419	14	using	use	VERB
easat-1627	419	15	various	various	ADJ
easat-1627	419	16	statistical	statistical	ADJ
easat-1627	419	17	techniques	technique	NOUN
easat-1627	419	18	,	,	PUNCT
easat-1627	419	19	including	include	VERB
easat-1627	419	20	the	the	DET
easat-1627	419	21	augmented	augment	VERB
easat-1627	419	22	dickey	dickey	PROPN
easat-1627	419	23	-	-	PUNCT
easat-1627	419	24	fuller	full	ADJ
easat-1627	419	25	test	test	NOUN
easat-1627	419	26	,	,	PUNCT
easat-1627	419	27	phillips	phillips	PROPN
easat-1627	419	28	-	-	PUNCT
easat-1627	419	29	perron	perron	PROPN
easat-1627	419	30	unit	unit	NOUN
easat-1627	419	31	root	root	PROPN
easat-1627	419	32	test	test	NOUN
easat-1627	419	33	,	,	PUNCT
easat-1627	419	34	ardl	ardl	NOUN
easat-1627	419	35	,	,	PUNCT
easat-1627	419	36	fmols	fmol	NOUN
easat-1627	419	37	,	,	PUNCT
easat-1627	419	38	and	and	CCONJ
easat-1627	419	39	dols	dol	NOUN
easat-1627	419	40	.	.	PUNCT
easat-1627	420	1	annual	annual	ADJ
easat-1627	420	2	mean	mean	ADJ
easat-1627	420	3	temperature	temperature	NOUN
easat-1627	420	4	and	and	CCONJ
easat-1627	420	5	rainfall	rainfall	NOUN
easat-1627	420	6	have	have	AUX
easat-1627	420	7	been	be	AUX
easat-1627	420	8	employed	employ	VERB
easat-1627	420	9	as	as	ADP
easat-1627	420	10	measure	measure	NOUN
easat-1627	420	11	for	for	ADP
easat-1627	420	12	assessing	assess	VERB
easat-1627	420	13	climate	climate	NOUN
easat-1627	420	14	change	change	NOUN
easat-1627	420	15	.	.	PUNCT
easat-1627	421	1	the	the	DET
easat-1627	421	2	results	result	NOUN
easat-1627	421	3	of	of	ADP
easat-1627	421	4	the	the	DET
easat-1627	421	5	study	study	NOUN
easat-1627	421	6	indicate	indicate	VERB
easat-1627	421	7	a	a	DET
easat-1627	421	8	significant	significant	ADJ
easat-1627	421	9	influence	influence	NOUN
easat-1627	421	10	of	of	ADP
easat-1627	421	11	climate	climate	NOUN
easat-1627	421	12	change	change	NOUN
easat-1627	421	13	on	on	ADP
easat-1627	421	14	crop	crop	NOUN
easat-1627	421	15	production	production	NOUN
easat-1627	421	16	.	.	PUNCT
easat-1627	422	1	specifically	specifically	ADV
easat-1627	422	2	,	,	PUNCT
easat-1627	422	3	the	the	DET
easat-1627	422	4	study	study	NOUN
easat-1627	422	5	finds	find	VERB
easat-1627	422	6	that	that	SCONJ
easat-1627	422	7	increasing	increase	VERB
easat-1627	422	8	temperatures	temperature	NOUN
easat-1627	422	9	and	and	CCONJ
easat-1627	422	10	decreasing	decrease	VERB
easat-1627	422	11	rainfall	rainfall	NOUN
easat-1627	422	12	have	have	VERB
easat-1627	422	13	a	a	DET
easat-1627	422	14	detrimental	detrimental	ADJ
easat-1627	422	15	effect	effect	NOUN
easat-1627	422	16	on	on	ADP
easat-1627	422	17	crop	crop	NOUN
easat-1627	422	18	production	production	NOUN
easat-1627	422	19	in	in	ADP
easat-1627	422	20	somalia	somalia	PROPN
easat-1627	422	21	.	.	PUNCT
easat-1627	423	1	further	far	ADV
easat-1627	423	2	,	,	PUNCT
easat-1627	423	3	the	the	DET
easat-1627	423	4	findings	finding	NOUN
easat-1627	423	5	indicate	indicate	VERB
easat-1627	423	6	that	that	SCONJ
easat-1627	423	7	rainfall	rainfall	NOUN
easat-1627	423	8	has	have	VERB
easat-1627	423	9	a	a	DET
easat-1627	423	10	negative	negative	ADJ
easat-1627	423	11	impact	impact	NOUN
easat-1627	423	12	on	on	ADP
easat-1627	423	13	crop	crop	NOUN
easat-1627	423	14	production	production	NOUN
easat-1627	423	15	in	in	ADP
easat-1627	423	16	somalia	somalia	PROPN
easat-1627	423	17	.	.	PUNCT
easat-1627	424	1	this	this	PRON
easat-1627	424	2	can	can	AUX
easat-1627	424	3	be	be	AUX
easat-1627	424	4	attributed	attribute	VERB
easat-1627	424	5	to	to	ADP
easat-1627	424	6	the	the	DET
easat-1627	424	7	varying	vary	VERB
easat-1627	424	8	levels	level	NOUN
easat-1627	424	9	of	of	ADP
easat-1627	424	10	rainfall	rainfall	NOUN
easat-1627	424	11	received	receive	VERB
easat-1627	424	12	by	by	ADP
easat-1627	424	13	farms	farm	NOUN
easat-1627	424	14	across	across	ADP
easat-1627	424	15	different	different	ADJ
easat-1627	424	16	regions	region	NOUN
easat-1627	424	17	of	of	ADP
easat-1627	424	18	the	the	DET
easat-1627	424	19	country	country	NOUN
easat-1627	424	20	.	.	PUNCT
easat-1627	425	1	in	in	ADP
easat-1627	425	2	recent	recent	ADJ
easat-1627	425	3	years	year	NOUN
easat-1627	425	4	,	,	PUNCT
easat-1627	425	5	certain	certain	ADJ
easat-1627	425	6	areas	area	NOUN
easat-1627	425	7	in	in	ADP
easat-1627	425	8	northern	northern	ADJ
easat-1627	425	9	,	,	PUNCT
easat-1627	425	10	eastern	eastern	ADJ
easat-1627	425	11	,	,	PUNCT
easat-1627	425	12	and	and	CCONJ
easat-1627	425	13	central	central	ADJ
easat-1627	425	14	somalia	somalia	PROPN
easat-1627	425	15	experienced	experience	VERB
easat-1627	425	16	reduced	reduce	VERB
easat-1627	425	17	rainfall	rainfall	NOUN
easat-1627	425	18	amounts	amount	NOUN
easat-1627	425	19	.	.	PUNCT
easat-1627	426	1	on	on	ADP
easat-1627	426	2	the	the	DET
easat-1627	426	3	other	other	ADJ
easat-1627	426	4	hand	hand	NOUN
easat-1627	426	5	,	,	PUNCT
easat-1627	426	6	certain	certain	ADJ
easat-1627	426	7	regions	region	NOUN
easat-1627	426	8	experienced	experience	VERB
easat-1627	426	9	excessive	excessive	ADJ
easat-1627	426	10	rainfall	rainfall	NOUN
easat-1627	426	11	,	,	PUNCT
easat-1627	426	12	resulting	result	VERB
easat-1627	426	13	in	in	ADP
easat-1627	426	14	flash	flash	NOUN
easat-1627	426	15	flooding	flooding	NOUN
easat-1627	426	16	and	and	CCONJ
easat-1627	426	17	floods	flood	NOUN
easat-1627	426	18	that	that	PRON
easat-1627	426	19	submerged	submerge	VERB
easat-1627	426	20	crops	crop	NOUN
easat-1627	426	21	.	.	PUNCT
easat-1627	427	1	this	this	PRON
easat-1627	427	2	led	lead	VERB
easat-1627	427	3	to	to	ADP
easat-1627	427	4	significant	significant	ADJ
easat-1627	427	5	crop	crop	NOUN
easat-1627	427	6	losses	loss	NOUN
easat-1627	427	7	,	,	PUNCT
easat-1627	427	8	particularly	particularly	ADV
easat-1627	427	9	in	in	ADP
easat-1627	427	10	regions	region	NOUN
easat-1627	427	11	traversed	traverse	VERB
easat-1627	427	12	by	by	ADP
easat-1627	427	13	the	the	DET
easat-1627	427	14	jubba	jubba	PROPN
easat-1627	427	15	and	and	CCONJ
easat-1627	427	16	shabelle	shabelle	NOUN
easat-1627	427	17	rivers	river	NOUN
easat-1627	427	18	.	.	PUNCT
easat-1627	428	1	1445	1445	NUM
easat-1627	428	2	edelweiss	edelweiss	PROPN
easat-1627	428	3	applied	apply	VERB
easat-1627	428	4	science	science	NOUN
easat-1627	428	5	and	and	CCONJ
easat-1627	428	6	technology	technology	NOUN
easat-1627	428	7	issn	issn	PROPN
easat-1627	428	8	:	:	PUNCT
easat-1627	428	9	2576	2576	NUM
easat-1627	428	10	-	-	SYM
easat-1627	428	11	8484	8484	NUM
easat-1627	428	12	vol	vol	NOUN
easat-1627	428	13	.	.	PROPN
easat-1627	428	14	8	8	NUM
easat-1627	428	15	,	,	PUNCT
easat-1627	428	16	no	no	INTJ
easat-1627	428	17	.	.	NOUN
easat-1627	428	18	4	4	NUM
easat-1627	428	19	:	:	SYM
easat-1627	428	20	1428	1428	NUM
easat-1627	428	21	-	-	SYM
easat-1627	428	22	1447	1447	NUM
easat-1627	428	23	,	,	PUNCT
easat-1627	428	24	2024	2024	NUM
easat-1627	428	25	doi	doi	NOUN
easat-1627	428	26	:	:	PUNCT
easat-1627	428	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	428	28	©	©	NOUN
easat-1627	428	29	2024	2024	NUM
easat-1627	428	30	by	by	ADP
easat-1627	428	31	the	the	DET
easat-1627	428	32	author	author	NOUN
easat-1627	428	33	;	;	PUNCT
easat-1627	428	34	licensee	licensee	PROPN
easat-1627	428	35	learning	learning	NOUN
easat-1627	428	36	gate	gate	NOUN
easat-1627	428	37	consequently	consequently	ADV
easat-1627	428	38	,	,	PUNCT
easat-1627	428	39	it	it	PRON
easat-1627	428	40	is	be	AUX
easat-1627	428	41	crucial	crucial	ADJ
easat-1627	428	42	for	for	SCONJ
easat-1627	428	43	farmers	farmer	NOUN
easat-1627	428	44	and	and	CCONJ
easat-1627	428	45	the	the	DET
easat-1627	428	46	government	government	NOUN
easat-1627	428	47	to	to	PART
easat-1627	428	48	implement	implement	VERB
easat-1627	428	49	improved	improved	ADJ
easat-1627	428	50	risk	risk	NOUN
easat-1627	428	51	management	management	NOUN
easat-1627	428	52	strategies	strategy	NOUN
easat-1627	428	53	to	to	PART
easat-1627	428	54	effectively	effectively	ADV
easat-1627	428	55	address	address	VERB
easat-1627	428	56	climate	climate	NOUN
easat-1627	428	57	-	-	PUNCT
easat-1627	428	58	related	relate	VERB
easat-1627	428	59	scenarios	scenario	NOUN
easat-1627	428	60	in	in	ADP
easat-1627	428	61	these	these	DET
easat-1627	428	62	areas	area	NOUN
easat-1627	428	63	.	.	PUNCT
easat-1627	429	1	the	the	DET
easat-1627	429	2	study	study	NOUN
easat-1627	429	3	discovered	discover	VERB
easat-1627	429	4	that	that	SCONJ
easat-1627	429	5	the	the	DET
easat-1627	429	6	area	area	NOUN
easat-1627	429	7	harvested	harvest	VERB
easat-1627	429	8	has	have	VERB
easat-1627	429	9	a	a	DET
easat-1627	429	10	crucial	crucial	ADJ
easat-1627	429	11	influence	influence	NOUN
easat-1627	429	12	on	on	ADP
easat-1627	429	13	the	the	DET
easat-1627	429	14	increase	increase	NOUN
easat-1627	429	15	in	in	ADP
easat-1627	429	16	crop	crop	NOUN
easat-1627	429	17	production	production	NOUN
easat-1627	429	18	.	.	PUNCT
easat-1627	430	1	a	a	DET
easat-1627	430	2	surge	surge	NOUN
easat-1627	430	3	in	in	ADP
easat-1627	430	4	the	the	DET
easat-1627	430	5	cultivated	cultivate	VERB
easat-1627	430	6	land	land	NOUN
easat-1627	430	7	area	area	NOUN
easat-1627	430	8	leads	lead	VERB
easat-1627	430	9	to	to	ADP
easat-1627	430	10	an	an	DET
easat-1627	430	11	augmentation	augmentation	NOUN
easat-1627	430	12	in	in	ADP
easat-1627	430	13	crop	crop	NOUN
easat-1627	430	14	production	production	NOUN
easat-1627	430	15	.	.	PUNCT
easat-1627	431	1	similarly	similarly	ADV
easat-1627	431	2	,	,	PUNCT
easat-1627	431	3	foreign	foreign	ADJ
easat-1627	431	4	direct	direct	ADJ
easat-1627	431	5	investment	investment	NOUN
easat-1627	431	6	,	,	PUNCT
easat-1627	431	7	area	area	NOUN
easat-1627	431	8	harvested	harvest	VERB
easat-1627	431	9	,	,	PUNCT
easat-1627	431	10	and	and	CCONJ
easat-1627	431	11	the	the	DET
easat-1627	431	12	labor	labor	NOUN
easat-1627	431	13	force	force	NOUN
easat-1627	431	14	have	have	VERB
easat-1627	431	15	a	a	DET
easat-1627	431	16	significant	significant	ADJ
easat-1627	431	17	and	and	CCONJ
easat-1627	431	18	positive	positive	ADJ
easat-1627	431	19	effect	effect	NOUN
easat-1627	431	20	on	on	ADP
easat-1627	431	21	crop	crop	NOUN
easat-1627	431	22	production	production	NOUN
easat-1627	431	23	,	,	PUNCT
easat-1627	431	24	both	both	CCONJ
easat-1627	431	25	in	in	ADP
easat-1627	431	26	the	the	DET
easat-1627	431	27	short	short	ADJ
easat-1627	431	28	run	run	NOUN
easat-1627	431	29	and	and	CCONJ
easat-1627	431	30	the	the	DET
easat-1627	431	31	long	long	ADJ
easat-1627	431	32	run	run	NOUN
easat-1627	431	33	.	.	PUNCT
easat-1627	432	1	the	the	DET
easat-1627	432	2	long	long	ADV
easat-1627	432	3	-	-	PUNCT
easat-1627	432	4	run	run	VERB
easat-1627	432	5	findings	finding	NOUN
easat-1627	432	6	of	of	ADP
easat-1627	432	7	the	the	DET
easat-1627	432	8	ardl	ardl	NOUN
easat-1627	432	9	model	model	NOUN
easat-1627	432	10	are	be	AUX
easat-1627	432	11	supported	support	VERB
easat-1627	432	12	by	by	ADP
easat-1627	432	13	the	the	DET
easat-1627	432	14	fmols	fmol	NOUN
easat-1627	432	15	and	and	CCONJ
easat-1627	432	16	dols	dol	NOUN
easat-1627	432	17	models	model	NOUN
easat-1627	432	18	.	.	PUNCT
easat-1627	433	1	the	the	DET
easat-1627	433	2	findings	finding	NOUN
easat-1627	433	3	of	of	ADP
easat-1627	433	4	the	the	DET
easat-1627	433	5	study	study	NOUN
easat-1627	433	6	would	would	AUX
easat-1627	433	7	assist	assist	VERB
easat-1627	433	8	policymakers	policymaker	NOUN
easat-1627	433	9	in	in	ADP
easat-1627	433	10	directing	direct	VERB
easat-1627	433	11	their	their	PRON
easat-1627	433	12	attention	attention	NOUN
easat-1627	433	13	towards	towards	ADP
easat-1627	433	14	addressing	address	VERB
easat-1627	433	15	the	the	DET
easat-1627	433	16	adverse	adverse	ADJ
easat-1627	433	17	impacts	impact	NOUN
easat-1627	433	18	of	of	ADP
easat-1627	433	19	temperature	temperature	NOUN
easat-1627	433	20	and	and	CCONJ
easat-1627	433	21	enhancing	enhance	VERB
easat-1627	433	22	the	the	DET
easat-1627	433	23	adaptive	adaptive	ADJ
easat-1627	433	24	capacity	capacity	NOUN
easat-1627	433	25	of	of	ADP
easat-1627	433	26	farmers	farmer	NOUN
easat-1627	433	27	to	to	PART
easat-1627	433	28	promote	promote	VERB
easat-1627	433	29	increased	increase	VERB
easat-1627	433	30	crop	crop	NOUN
easat-1627	433	31	production	production	NOUN
easat-1627	433	32	in	in	ADP
easat-1627	433	33	somalia	somalia	PROPN
easat-1627	433	34	.	.	PUNCT
easat-1627	434	1	given	give	VERB
easat-1627	434	2	the	the	DET
easat-1627	434	3	negative	negative	ADJ
easat-1627	434	4	impact	impact	NOUN
easat-1627	434	5	of	of	ADP
easat-1627	434	6	temperature	temperature	NOUN
easat-1627	434	7	on	on	ADP
easat-1627	434	8	crop	crop	NOUN
easat-1627	434	9	production	production	NOUN
easat-1627	434	10	,	,	PUNCT
easat-1627	434	11	it	it	PRON
easat-1627	434	12	is	be	AUX
easat-1627	434	13	imperative	imperative	ADJ
easat-1627	434	14	to	to	PART
easat-1627	434	15	conduct	conduct	VERB
easat-1627	434	16	research	research	NOUN
easat-1627	434	17	and	and	CCONJ
easat-1627	434	18	development	development	NOUN
easat-1627	434	19	aimed	aim	VERB
easat-1627	434	20	at	at	ADP
easat-1627	434	21	cultivating	cultivate	VERB
easat-1627	434	22	heat	heat	NOUN
easat-1627	434	23	-	-	PUNCT
easat-1627	434	24	resistant	resistant	ADJ
easat-1627	434	25	crop	crop	NOUN
easat-1627	434	26	varieties	variety	NOUN
easat-1627	434	27	.	.	PUNCT
easat-1627	435	1	this	this	DET
easat-1627	435	2	approach	approach	NOUN
easat-1627	435	3	is	be	AUX
easat-1627	435	4	crucial	crucial	ADJ
easat-1627	435	5	to	to	PART
easat-1627	435	6	ensure	ensure	VERB
easat-1627	435	7	food	food	NOUN
easat-1627	435	8	security	security	NOUN
easat-1627	435	9	in	in	ADP
easat-1627	435	10	the	the	DET
easat-1627	435	11	face	face	NOUN
easat-1627	435	12	of	of	ADP
easat-1627	435	13	changing	change	VERB
easat-1627	435	14	climatic	climatic	ADJ
easat-1627	435	15	conditions	condition	NOUN
easat-1627	435	16	.	.	PUNCT
easat-1627	436	1	5.1	5.1	NUM
easat-1627	436	2	.	.	PUNCT
easat-1627	437	1	policy	policy	NOUN
easat-1627	437	2	implications	implication	NOUN
easat-1627	437	3	based	base	VERB
easat-1627	437	4	on	on	ADP
easat-1627	437	5	the	the	DET
easat-1627	437	6	analysis	analysis	NOUN
easat-1627	437	7	presented	present	VERB
easat-1627	437	8	by	by	ADP
easat-1627	437	9	the	the	DET
easat-1627	437	10	study	study	NOUN
easat-1627	437	11	,	,	PUNCT
easat-1627	437	12	several	several	ADJ
easat-1627	437	13	policy	policy	NOUN
easat-1627	437	14	implications	implication	NOUN
easat-1627	437	15	can	can	AUX
easat-1627	437	16	be	be	AUX
easat-1627	437	17	drawn	draw	VERB
easat-1627	437	18	to	to	PART
easat-1627	437	19	address	address	VERB
easat-1627	437	20	the	the	DET
easat-1627	437	21	challenges	challenge	NOUN
easat-1627	437	22	and	and	CCONJ
easat-1627	437	23	capitalize	capitalize	VERB
easat-1627	437	24	on	on	ADP
easat-1627	437	25	the	the	DET
easat-1627	437	26	opportunities	opportunity	NOUN
easat-1627	437	27	identified	identify	VERB
easat-1627	437	28	in	in	ADP
easat-1627	437	29	the	the	DET
easat-1627	437	30	study	study	NOUN
easat-1627	437	31	regarding	regard	VERB
easat-1627	437	32	the	the	DET
easat-1627	437	33	impact	impact	NOUN
easat-1627	437	34	of	of	ADP
easat-1627	437	35	climate	climate	NOUN
easat-1627	437	36	change	change	NOUN
easat-1627	437	37	on	on	ADP
easat-1627	437	38	crop	crop	NOUN
easat-1627	437	39	production	production	NOUN
easat-1627	437	40	in	in	ADP
easat-1627	437	41	somalia	somalia	PROPN
easat-1627	437	42	:	:	PUNCT
easat-1627	437	43	1	1	X
easat-1627	437	44	.	.	PUNCT
easat-1627	437	45	given	give	VERB
easat-1627	437	46	the	the	DET
easat-1627	437	47	significant	significant	ADJ
easat-1627	437	48	positive	positive	ADJ
easat-1627	437	49	impact	impact	NOUN
easat-1627	437	50	of	of	ADP
easat-1627	437	51	foreign	foreign	ADJ
easat-1627	437	52	direct	direct	ADJ
easat-1627	437	53	investment	investment	NOUN
easat-1627	437	54	(	(	PUNCT
easat-1627	437	55	fdi	fdi	NOUN
easat-1627	437	56	)	)	PUNCT
easat-1627	437	57	and	and	CCONJ
easat-1627	437	58	labor	labor	NOUN
easat-1627	437	59	force	force	NOUN
easat-1627	437	60	(	(	PUNCT
easat-1627	437	61	lf	lf	NOUN
easat-1627	437	62	)	)	PUNCT
easat-1627	437	63	on	on	ADP
easat-1627	437	64	crop	crop	NOUN
easat-1627	437	65	production	production	NOUN
easat-1627	437	66	,	,	PUNCT
easat-1627	437	67	policies	policy	NOUN
easat-1627	437	68	should	should	AUX
easat-1627	437	69	focus	focus	VERB
easat-1627	437	70	on	on	ADP
easat-1627	437	71	attracting	attract	VERB
easat-1627	437	72	and	and	CCONJ
easat-1627	437	73	facilitating	facilitate	VERB
easat-1627	437	74	investments	investment	NOUN
easat-1627	437	75	in	in	ADP
easat-1627	437	76	agricultural	agricultural	ADJ
easat-1627	437	77	technology	technology	NOUN
easat-1627	437	78	,	,	PUNCT
easat-1627	437	79	mechanization	mechanization	NOUN
easat-1627	437	80	,	,	PUNCT
easat-1627	437	81	and	and	CCONJ
easat-1627	437	82	infrastructure	infrastructure	NOUN
easat-1627	437	83	.	.	PUNCT
easat-1627	438	1	this	this	PRON
easat-1627	438	2	can	can	AUX
easat-1627	438	3	enhance	enhance	VERB
easat-1627	438	4	productivity	productivity	NOUN
easat-1627	438	5	,	,	PUNCT
easat-1627	438	6	efficiency	efficiency	NOUN
easat-1627	438	7	,	,	PUNCT
easat-1627	438	8	and	and	CCONJ
easat-1627	438	9	resilience	resilience	NOUN
easat-1627	438	10	to	to	ADP
easat-1627	438	11	climate	climate	NOUN
easat-1627	438	12	-	-	PUNCT
easat-1627	438	13	related	relate	VERB
easat-1627	438	14	challenges	challenge	NOUN
easat-1627	438	15	.	.	PUNCT
easat-1627	439	1	2	2	X
easat-1627	439	2	.	.	X
easat-1627	439	3	as	as	ADP
easat-1627	439	4	traditional	traditional	ADJ
easat-1627	439	5	farming	farming	NOUN
easat-1627	439	6	methods	method	NOUN
easat-1627	439	7	still	still	ADV
easat-1627	439	8	prevail	prevail	VERB
easat-1627	439	9	and	and	CCONJ
easat-1627	439	10	hinder	hinder	VERB
easat-1627	439	11	the	the	DET
easat-1627	439	12	adoption	adoption	NOUN
easat-1627	439	13	of	of	ADP
easat-1627	439	14	improved	improved	ADJ
easat-1627	439	15	practices	practice	NOUN
easat-1627	439	16	,	,	PUNCT
easat-1627	439	17	there	there	PRON
easat-1627	439	18	is	be	VERB
easat-1627	439	19	a	a	DET
easat-1627	439	20	need	need	NOUN
easat-1627	439	21	for	for	ADP
easat-1627	439	22	comprehensive	comprehensive	ADJ
easat-1627	439	23	capacity	capacity	NOUN
easat-1627	439	24	-	-	PUNCT
easat-1627	439	25	building	building	NOUN
easat-1627	439	26	programs	program	NOUN
easat-1627	439	27	targeting	target	VERB
easat-1627	439	28	farmers	farmer	NOUN
easat-1627	439	29	.	.	PUNCT
easat-1627	440	1	these	these	DET
easat-1627	440	2	programs	program	NOUN
easat-1627	440	3	should	should	AUX
easat-1627	440	4	promote	promote	VERB
easat-1627	440	5	the	the	DET
easat-1627	440	6	adoption	adoption	NOUN
easat-1627	440	7	of	of	ADP
easat-1627	440	8	modern	modern	ADJ
easat-1627	440	9	techniques	technique	NOUN
easat-1627	440	10	,	,	PUNCT
easat-1627	440	11	crop	crop	NOUN
easat-1627	440	12	varieties	variety	NOUN
easat-1627	440	13	resilient	resilient	ADJ
easat-1627	440	14	to	to	ADP
easat-1627	440	15	climate	climate	NOUN
easat-1627	440	16	change	change	NOUN
easat-1627	440	17	,	,	PUNCT
easat-1627	440	18	and	and	CCONJ
easat-1627	440	19	sustainable	sustainable	ADJ
easat-1627	440	20	land	land	NOUN
easat-1627	440	21	management	management	NOUN
easat-1627	440	22	practices	practice	NOUN
easat-1627	440	23	.	.	PUNCT
easat-1627	441	1	3	3	X
easat-1627	441	2	.	.	X
easat-1627	441	3	recognizing	recognize	VERB
easat-1627	441	4	the	the	DET
easat-1627	441	5	adverse	adverse	ADJ
easat-1627	441	6	effects	effect	NOUN
easat-1627	441	7	of	of	ADP
easat-1627	441	8	increasing	increase	VERB
easat-1627	441	9	annual	annual	ADJ
easat-1627	441	10	mean	mean	ADJ
easat-1627	441	11	temperature	temperature	NOUN
easat-1627	441	12	and	and	CCONJ
easat-1627	441	13	rainfall	rainfall	NOUN
easat-1627	441	14	failures	failure	NOUN
easat-1627	441	15	on	on	ADP
easat-1627	441	16	crop	crop	NOUN
easat-1627	441	17	production	production	NOUN
easat-1627	441	18	,	,	PUNCT
easat-1627	441	19	policymakers	policymaker	NOUN
easat-1627	441	20	should	should	AUX
easat-1627	441	21	prioritize	prioritize	VERB
easat-1627	441	22	climate	climate	NOUN
easat-1627	441	23	resilience	resilience	NOUN
easat-1627	441	24	strategies	strategy	NOUN
easat-1627	441	25	.	.	PUNCT
easat-1627	442	1	this	this	PRON
easat-1627	442	2	may	may	AUX
easat-1627	442	3	include	include	VERB
easat-1627	442	4	the	the	DET
easat-1627	442	5	development	development	NOUN
easat-1627	442	6	of	of	ADP
easat-1627	442	7	drought	drought	NOUN
easat-1627	442	8	-	-	PUNCT
easat-1627	442	9	resistant	resistant	ADJ
easat-1627	442	10	crops	crop	NOUN
easat-1627	442	11	,	,	PUNCT
easat-1627	442	12	water	water	NOUN
easat-1627	442	13	management	management	NOUN
easat-1627	442	14	systems	system	NOUN
easat-1627	442	15	,	,	PUNCT
easat-1627	442	16	and	and	CCONJ
easat-1627	442	17	soil	soil	NOUN
easat-1627	442	18	conservation	conservation	NOUN
easat-1627	442	19	measures	measure	NOUN
easat-1627	442	20	to	to	PART
easat-1627	442	21	mitigate	mitigate	VERB
easat-1627	442	22	the	the	DET
easat-1627	442	23	impact	impact	NOUN
easat-1627	442	24	of	of	ADP
easat-1627	442	25	climate	climate	NOUN
easat-1627	442	26	change	change	NOUN
easat-1627	442	27	on	on	ADP
easat-1627	442	28	agricultural	agricultural	ADJ
easat-1627	442	29	productivity	productivity	NOUN
easat-1627	442	30	.	.	PUNCT
easat-1627	443	1	4	4	X
easat-1627	443	2	.	.	PUNCT
easat-1627	443	3	given	give	VERB
easat-1627	443	4	the	the	DET
easat-1627	443	5	vulnerability	vulnerability	NOUN
easat-1627	443	6	of	of	ADP
easat-1627	443	7	crop	crop	NOUN
easat-1627	443	8	production	production	NOUN
easat-1627	443	9	to	to	ADP
easat-1627	443	10	climate	climate	NOUN
easat-1627	443	11	variability	variability	NOUN
easat-1627	443	12	,	,	PUNCT
easat-1627	443	13	diversification	diversification	NOUN
easat-1627	443	14	of	of	ADP
easat-1627	443	15	crops	crop	NOUN
easat-1627	443	16	should	should	AUX
easat-1627	443	17	be	be	AUX
easat-1627	443	18	encouraged	encourage	VERB
easat-1627	443	19	to	to	PART
easat-1627	443	20	spread	spread	VERB
easat-1627	443	21	risk	risk	NOUN
easat-1627	443	22	.	.	PUNCT
easat-1627	444	1	additionally	additionally	ADV
easat-1627	444	2	,	,	PUNCT
easat-1627	444	3	the	the	DET
easat-1627	444	4	establishment	establishment	NOUN
easat-1627	444	5	of	of	ADP
easat-1627	444	6	crop	crop	NOUN
easat-1627	444	7	insurance	insurance	NOUN
easat-1627	444	8	schemes	scheme	NOUN
easat-1627	444	9	can	can	AUX
easat-1627	444	10	provide	provide	VERB
easat-1627	444	11	financial	financial	ADJ
easat-1627	444	12	protection	protection	NOUN
easat-1627	444	13	to	to	ADP
easat-1627	444	14	farmers	farmer	NOUN
easat-1627	444	15	against	against	ADP
easat-1627	444	16	crop	crop	NOUN
easat-1627	444	17	losses	loss	NOUN
easat-1627	444	18	resulting	result	VERB
easat-1627	444	19	from	from	ADP
easat-1627	444	20	extreme	extreme	ADJ
easat-1627	444	21	weather	weather	NOUN
easat-1627	444	22	events	event	NOUN
easat-1627	444	23	.	.	PUNCT
easat-1627	445	1	5	5	X
easat-1627	445	2	.	.	X
easat-1627	445	3	enhancing	enhance	VERB
easat-1627	445	4	the	the	DET
easat-1627	445	5	capacity	capacity	NOUN
easat-1627	445	6	for	for	ADP
easat-1627	445	7	accurate	accurate	ADJ
easat-1627	445	8	data	datum	NOUN
easat-1627	445	9	collection	collection	NOUN
easat-1627	445	10	and	and	CCONJ
easat-1627	445	11	monitoring	monitoring	NOUN
easat-1627	445	12	of	of	ADP
easat-1627	445	13	climate	climate	NOUN
easat-1627	445	14	and	and	CCONJ
easat-1627	445	15	agricultural	agricultural	ADJ
easat-1627	445	16	indicators	indicator	NOUN
easat-1627	445	17	is	be	AUX
easat-1627	445	18	crucial	crucial	ADJ
easat-1627	445	19	for	for	ADP
easat-1627	445	20	informed	informed	ADJ
easat-1627	445	21	decision	decision	NOUN
easat-1627	445	22	-	-	PUNCT
easat-1627	445	23	making	make	VERB
easat-1627	445	24	and	and	CCONJ
easat-1627	445	25	policy	policy	NOUN
easat-1627	445	26	formulation	formulation	NOUN
easat-1627	445	27	.	.	PUNCT
easat-1627	446	1	investing	invest	VERB
easat-1627	446	2	in	in	ADP
easat-1627	446	3	meteorological	meteorological	ADJ
easat-1627	446	4	infrastructure	infrastructure	NOUN
easat-1627	446	5	and	and	CCONJ
easat-1627	446	6	remote	remote	ADJ
easat-1627	446	7	sensing	sensing	NOUN
easat-1627	446	8	technologies	technology	NOUN
easat-1627	446	9	can	can	AUX
easat-1627	446	10	improve	improve	VERB
easat-1627	446	11	early	early	ADJ
easat-1627	446	12	warning	warning	NOUN
easat-1627	446	13	systems	system	NOUN
easat-1627	446	14	and	and	CCONJ
easat-1627	446	15	facilitate	facilitate	VERB
easat-1627	446	16	adaptive	adaptive	ADJ
easat-1627	446	17	responses	response	NOUN
easat-1627	446	18	to	to	ADP
easat-1627	446	19	changing	change	VERB
easat-1627	446	20	climate	climate	NOUN
easat-1627	446	21	conditions	condition	NOUN
easat-1627	446	22	.	.	PUNCT
easat-1627	447	1	6	6	X
easat-1627	447	2	.	.	X
easat-1627	447	3	addressing	address	VERB
easat-1627	447	4	the	the	DET
easat-1627	447	5	complex	complex	ADJ
easat-1627	447	6	challenges	challenge	NOUN
easat-1627	447	7	posed	pose	VERB
easat-1627	447	8	by	by	ADP
easat-1627	447	9	climate	climate	NOUN
easat-1627	447	10	change	change	NOUN
easat-1627	447	11	requires	require	VERB
easat-1627	447	12	coordinated	coordinate	VERB
easat-1627	447	13	efforts	effort	NOUN
easat-1627	447	14	across	across	ADP
easat-1627	447	15	multiple	multiple	ADJ
easat-1627	447	16	sectors	sector	NOUN
easat-1627	447	17	and	and	CCONJ
easat-1627	447	18	stakeholders	stakeholder	NOUN
easat-1627	447	19	.	.	PUNCT
easat-1627	448	1	inter	inter	ADJ
easat-1627	448	2	-	-	ADJ
easat-1627	448	3	ministerial	ministerial	ADJ
easat-1627	448	4	collaboration	collaboration	NOUN
easat-1627	448	5	,	,	PUNCT
easat-1627	448	6	engagement	engagement	NOUN
easat-1627	448	7	with	with	ADP
easat-1627	448	8	the	the	DET
easat-1627	448	9	private	private	ADJ
easat-1627	448	10	sector	sector	NOUN
easat-1627	448	11	,	,	PUNCT
easat-1627	448	12	civil	civil	ADJ
easat-1627	448	13	society	society	NOUN
easat-1627	448	14	,	,	PUNCT
easat-1627	448	15	and	and	CCONJ
easat-1627	448	16	international	international	ADJ
easat-1627	448	17	partners	partner	NOUN
easat-1627	448	18	is	be	AUX
easat-1627	448	19	essential	essential	ADJ
easat-1627	448	20	to	to	PART
easat-1627	448	21	develop	develop	VERB
easat-1627	448	22	holistic	holistic	ADJ
easat-1627	448	23	and	and	CCONJ
easat-1627	448	24	effective	effective	ADJ
easat-1627	448	25	policies	policy	NOUN
easat-1627	448	26	for	for	ADP
easat-1627	448	27	sustainable	sustainable	ADJ
easat-1627	448	28	agricultural	agricultural	ADJ
easat-1627	448	29	development	development	NOUN
easat-1627	448	30	and	and	CCONJ
easat-1627	448	31	climate	climate	NOUN
easat-1627	448	32	resilience	resilience	NOUN
easat-1627	448	33	.	.	PUNCT
easat-1627	449	1	7	7	X
easat-1627	449	2	.	.	PUNCT
easat-1627	449	3	given	give	VERB
easat-1627	449	4	the	the	DET
easat-1627	449	5	dynamic	dynamic	ADJ
easat-1627	449	6	nature	nature	NOUN
easat-1627	449	7	of	of	ADP
easat-1627	449	8	climate	climate	NOUN
easat-1627	449	9	change	change	NOUN
easat-1627	449	10	,	,	PUNCT
easat-1627	449	11	policies	policy	NOUN
easat-1627	449	12	should	should	AUX
easat-1627	449	13	be	be	AUX
easat-1627	449	14	adaptive	adaptive	ADJ
easat-1627	449	15	and	and	CCONJ
easat-1627	449	16	incorporate	incorporate	VERB
easat-1627	449	17	long	long	ADJ
easat-1627	449	18	-	-	PUNCT
easat-1627	449	19	term	term	NOUN
easat-1627	449	20	planning	planning	NOUN
easat-1627	449	21	horizons	horizon	NOUN
easat-1627	449	22	.	.	PUNCT
easat-1627	450	1	flexible	flexible	ADJ
easat-1627	450	2	governance	governance	NOUN
easat-1627	450	3	structures	structure	NOUN
easat-1627	450	4	that	that	PRON
easat-1627	450	5	allow	allow	VERB
easat-1627	450	6	for	for	ADP
easat-1627	450	7	iterative	iterative	ADJ
easat-1627	450	8	policy	policy	NOUN
easat-1627	450	9	adjustments	adjustment	NOUN
easat-1627	450	10	based	base	VERB
easat-1627	450	11	on	on	ADP
easat-1627	450	12	evolving	evolve	VERB
easat-1627	450	13	scientific	scientific	ADJ
easat-1627	450	14	evidence	evidence	NOUN
easat-1627	450	15	and	and	CCONJ
easat-1627	450	16	stakeholder	stakeholder	NOUN
easat-1627	450	17	feedback	feedback	NOUN
easat-1627	450	18	can	can	AUX
easat-1627	450	19	enhance	enhance	VERB
easat-1627	450	20	the	the	DET
easat-1627	450	21	resilience	resilience	NOUN
easat-1627	450	22	of	of	ADP
easat-1627	450	23	agricultural	agricultural	ADJ
easat-1627	450	24	systems	system	NOUN
easat-1627	450	25	to	to	ADP
easat-1627	450	26	future	future	ADJ
easat-1627	450	27	climate	climate	NOUN
easat-1627	450	28	uncertainties	uncertainty	NOUN
easat-1627	450	29	.	.	PUNCT
easat-1627	451	1	copyright	copyright	NOUN
easat-1627	451	2	:	:	PUNCT
easat-1627	451	3	©	©	PROPN
easat-1627	451	4	2024	2024	NUM
easat-1627	451	5	by	by	ADP
easat-1627	451	6	the	the	DET
easat-1627	451	7	authors	author	NOUN
easat-1627	451	8	.	.	PUNCT
easat-1627	452	1	this	this	DET
easat-1627	452	2	article	article	NOUN
easat-1627	452	3	is	be	AUX
easat-1627	452	4	an	an	DET
easat-1627	452	5	open	open	ADJ
easat-1627	452	6	access	access	NOUN
easat-1627	452	7	article	article	NOUN
easat-1627	452	8	distributed	distribute	VERB
easat-1627	452	9	under	under	ADP
easat-1627	452	10	the	the	DET
easat-1627	452	11	terms	term	NOUN
easat-1627	452	12	and	and	CCONJ
easat-1627	452	13	conditions	condition	NOUN
easat-1627	452	14	of	of	ADP
easat-1627	452	15	the	the	DET
easat-1627	452	16	creative	creative	ADJ
easat-1627	452	17	commons	common	NOUN
easat-1627	452	18	attribution	attribution	NOUN
easat-1627	452	19	(	(	PUNCT
easat-1627	452	20	cc	cc	NOUN
easat-1627	452	21	by	by	ADP
easat-1627	452	22	)	)	PUNCT
easat-1627	452	23	license	license	NOUN
easat-1627	452	24	(	(	PUNCT
easat-1627	452	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1627	452	26	)	)	PUNCT
easat-1627	452	27	.	.	PUNCT
easat-1627	453	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1627	453	2	1446	1446	NUM
easat-1627	453	3	edelweiss	edelweiss	PROPN
easat-1627	453	4	applied	apply	VERB
easat-1627	453	5	science	science	NOUN
easat-1627	453	6	and	and	CCONJ
easat-1627	453	7	technology	technology	NOUN
easat-1627	453	8	issn	issn	PROPN
easat-1627	453	9	:	:	PUNCT
easat-1627	453	10	2576	2576	NUM
easat-1627	453	11	-	-	SYM
easat-1627	453	12	8484	8484	NUM
easat-1627	453	13	vol	vol	NOUN
easat-1627	453	14	.	.	PROPN
easat-1627	453	15	8	8	NUM
easat-1627	453	16	,	,	PUNCT
easat-1627	453	17	no	no	INTJ
easat-1627	453	18	.	.	NOUN
easat-1627	453	19	4	4	NUM
easat-1627	453	20	:	:	SYM
easat-1627	453	21	1428	1428	NUM
easat-1627	453	22	-	-	SYM
easat-1627	453	23	1447	1447	NUM
easat-1627	453	24	,	,	PUNCT
easat-1627	453	25	2024	2024	NUM
easat-1627	453	26	doi	doi	NOUN
easat-1627	453	27	:	:	PUNCT
easat-1627	453	28	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	453	29	©	©	NOUN
easat-1627	453	30	2024	2024	NUM
easat-1627	453	31	by	by	ADP
easat-1627	453	32	the	the	DET
easat-1627	453	33	author	author	NOUN
easat-1627	453	34	;	;	PUNCT
easat-1627	453	35	licensee	licensee	PROPN
easat-1627	453	36	learning	learn	VERB
easat-1627	453	37	gate	gate	NOUN
easat-1627	453	38	references	reference	NOUN
easat-1627	453	39	[	[	X
easat-1627	453	40	1	1	NUM
easat-1627	453	41	]	]	PUNCT
easat-1627	453	42	bremer	bremer	NOUN
easat-1627	453	43	,	,	PUNCT
easat-1627	453	44	k.	k.	PROPN
easat-1627	453	45	(	(	PUNCT
easat-1627	453	46	2021	2021	NUM
easat-1627	453	47	)	)	PUNCT
easat-1627	453	48	.	.	PUNCT
easat-1627	454	1	analyzing	analyze	VERB
easat-1627	454	2	trends	trend	NOUN
easat-1627	454	3	in	in	ADP
easat-1627	454	4	water	water	NOUN
easat-1627	454	5	consumption	consumption	NOUN
easat-1627	454	6	and	and	CCONJ
easat-1627	454	7	bio	bio	ADJ
easat-1627	454	8	-	-	ADJ
easat-1627	454	9	mass	mass	ADJ
easat-1627	454	10	production	production	NOUN
easat-1627	454	11	of	of	ADP
easat-1627	454	12	irrigated	irrigated	ADJ
easat-1627	454	13	and	and	CCONJ
easat-1627	454	14	rain	rain	NOUN
easat-1627	454	15	-	-	PUNCT
easat-1627	454	16	fed	feed	VERB
easat-1627	454	17	cropland	cropland	NOUN
easat-1627	454	18	in	in	ADP
easat-1627	454	19	somalia	somalia	PROPN
easat-1627	454	20	using	use	VERB
easat-1627	454	21	wapor	wapor	NOUN
easat-1627	454	22	.	.	PUNCT
easat-1627	455	1	wageningen	wageningen	NOUN
easat-1627	455	2	,	,	PUNCT
easat-1627	455	3	metameta	metameta	NOUN
easat-1627	455	4	.	.	PUNCT
easat-1627	456	1	[	[	X
easat-1627	456	2	2	2	NUM
easat-1627	456	3	]	]	PUNCT
easat-1627	456	4	ncea	ncea	X
easat-1627	456	5	.	.	PUNCT
easat-1627	457	1	(	(	PUNCT
easat-1627	457	2	2021	2021	NUM
easat-1627	457	3	)	)	PUNCT
easat-1627	457	4	.	.	PUNCT
easat-1627	458	1	ncea	ncea	PROPN
easat-1627	458	2	advice	advice	NOUN
easat-1627	458	3	on	on	ADP
easat-1627	458	4	sustainable	sustainable	ADJ
easat-1627	458	5	programme	programme	NOUN
easat-1627	458	6	development	development	NOUN
easat-1627	458	7	in	in	ADP
easat-1627	458	8	somalia	somalia	PROPN
easat-1627	458	9	.	.	PUNCT
easat-1627	459	1	netherlands	netherlands	PROPN
easat-1627	459	2	commission	commission	PROPN
easat-1627	459	3	for	for	ADP
easat-1627	459	4	environmental	environmental	ADJ
easat-1627	459	5	assessment	assessment	NOUN
easat-1627	459	6	.	.	PUNCT
easat-1627	460	1	[	[	X
easat-1627	460	2	3	3	X
easat-1627	460	3	]	]	X
easat-1627	460	4	ipc	ipc	PROPN
easat-1627	460	5	.	.	PUNCT
easat-1627	461	1	(	(	PUNCT
easat-1627	461	2	2022	2022	NUM
easat-1627	461	3	)	)	PUNCT
easat-1627	461	4	.	.	PUNCT
easat-1627	462	1	nearly	nearly	ADV
easat-1627	462	2	8.3	8.3	NUM
easat-1627	462	3	million	million	NUM
easat-1627	462	4	people	people	NOUN
easat-1627	462	5	across	across	ADP
easat-1627	462	6	somalia	somalia	PROPN
easat-1627	462	7	face	face	NOUN
easat-1627	462	8	crisis	crisis	NOUN
easat-1627	462	9	(	(	PUNCT
easat-1627	462	10	ipc	ipc	PROPN
easat-1627	462	11	phase	phase	NOUN
easat-1627	462	12	3	3	NUM
easat-1627	462	13	)	)	PUNCT
easat-1627	462	14	or	or	CCONJ
easat-1627	462	15	worse	bad	ADJ
easat-1627	462	16	acute	acute	ADJ
easat-1627	462	17	food	food	NOUN
easat-1627	462	18	insecurity	insecurity	NOUN
easat-1627	462	19	outcomes	outcome	NOUN
easat-1627	462	20	.	.	PUNCT
easat-1627	463	1	integrated	integrate	VERB
easat-1627	463	2	food	food	NOUN
easat-1627	463	3	security	security	NOUN
easat-1627	463	4	phase	phase	NOUN
easat-1627	463	5	classification	classification	NOUN
easat-1627	463	6	(	(	PUNCT
easat-1627	463	7	ipc	ipc	PROPN
easat-1627	463	8	):	):	PUNCT
easat-1627	463	9	evidence	evidence	NOUN
easat-1627	463	10	and	and	CCONJ
easat-1627	463	11	standards	standard	NOUN
easat-1627	463	12	for	for	ADP
easat-1627	463	13	better	well	ADJ
easat-1627	463	14	food	food	NOUN
easat-1627	463	15	security	security	NOUN
easat-1627	463	16	and	and	CCONJ
easat-1627	463	17	nutrition	nutrition	NOUN
easat-1627	463	18	decisions	decision	NOUN
easat-1627	463	19	.	.	PUNCT
easat-1627	464	1	ipc	ipc	PROPN
easat-1627	464	2	.	.	PUNCT
easat-1627	465	1	[	[	X
easat-1627	465	2	4	4	NUM
easat-1627	465	3	]	]	PUNCT
easat-1627	465	4	ipcc	ipcc	NOUN
easat-1627	465	5	.	.	PUNCT
easat-1627	466	1	(	(	PUNCT
easat-1627	466	2	2023	2023	NUM
easat-1627	466	3	)	)	PUNCT
easat-1627	466	4	.	.	PUNCT
easat-1627	467	1	climate	climate	NOUN
easat-1627	467	2	change	change	NOUN
easat-1627	467	3	2023	2023	NUM
easat-1627	467	4	synthesis	synthesis	NOUN
easat-1627	467	5	report	report	NOUN
easat-1627	467	6	(	(	PUNCT
easat-1627	467	7	summary	summary	NOUN
easat-1627	467	8	for	for	ADP
easat-1627	467	9	policymakers	policymaker	NOUN
easat-1627	467	10	):	):	PUNCT
easat-1627	467	11	a	a	DET
easat-1627	467	12	report	report	NOUN
easat-1627	467	13	of	of	ADP
easat-1627	467	14	the	the	DET
easat-1627	467	15	intergovernmental	intergovernmental	ADJ
easat-1627	467	16	panel	panel	NOUN
easat-1627	467	17	on	on	ADP
easat-1627	467	18	climate	climate	NOUN
easat-1627	467	19	change	change	NOUN
easat-1627	467	20	.	.	PUNCT
easat-1627	468	1	intergovernmental	intergovernmental	ADJ
easat-1627	468	2	panel	panel	NOUN
easat-1627	468	3	on	on	ADP
easat-1627	468	4	climate	climate	NOUN
easat-1627	468	5	change	change	NOUN
easat-1627	468	6	.	.	PUNCT
easat-1627	469	1	[	[	X
easat-1627	469	2	5	5	X
easat-1627	469	3	]	]	PUNCT
easat-1627	469	4	nec	nec	PROPN
easat-1627	469	5	somalia	somalia	PROPN
easat-1627	469	6	.	.	PUNCT
easat-1627	470	1	(	(	PUNCT
easat-1627	470	2	2022	2022	NUM
easat-1627	470	3	)	)	PUNCT
easat-1627	470	4	.	.	PUNCT
easat-1627	471	1	climate	climate	NOUN
easat-1627	471	2	change	change	NOUN
easat-1627	471	3	,	,	PUNCT
easat-1627	471	4	adaptation	adaptation	NOUN
easat-1627	471	5	and	and	CCONJ
easat-1627	471	6	building	build	VERB
easat-1627	471	7	human	human	ADJ
easat-1627	471	8	resilience	resilience	NOUN
easat-1627	471	9	in	in	ADP
easat-1627	471	10	somalia	somalia	PROPN
easat-1627	471	11	.	.	PUNCT
easat-1627	472	1	mogadishu	mogadishu	PROPN
easat-1627	472	2	:	:	PUNCT
easat-1627	472	3	national	national	PROPN
easat-1627	472	4	economic	economic	PROPN
easat-1627	472	5	council	council	PROPN
easat-1627	472	6	of	of	ADP
easat-1627	472	7	somalia	somalia	PROPN
easat-1627	472	8	.	.	PUNCT
easat-1627	473	1	[	[	X
easat-1627	473	2	6	6	NUM
easat-1627	473	3	]	]	X
easat-1627	473	4	fsnwg	fsnwg	ADJ
easat-1627	473	5	.	.	PUNCT
easat-1627	474	1	(	(	PUNCT
easat-1627	474	2	2022	2022	NUM
easat-1627	474	3	)	)	PUNCT
easat-1627	474	4	.	.	PUNCT
easat-1627	475	1	extremely	extremely	ADV
easat-1627	475	2	high	high	ADJ
easat-1627	475	3	levels	level	NOUN
easat-1627	475	4	of	of	ADP
easat-1627	475	5	food	food	NOUN
easat-1627	475	6	insecurity	insecurity	NOUN
easat-1627	475	7	observed	observe	VERB
easat-1627	475	8	across	across	ADP
easat-1627	475	9	ethiopia	ethiopia	PROPN
easat-1627	475	10	,	,	PUNCT
easat-1627	475	11	kenya	kenya	PROPN
easat-1627	475	12	,	,	PUNCT
easat-1627	475	13	and	and	CCONJ
easat-1627	475	14	somalia	somalia	PROPN
easat-1627	475	15	and	and	CCONJ
easat-1627	475	16	further	further	ADJ
easat-1627	475	17	deteriorations	deterioration	NOUN
easat-1627	475	18	likely	likely	ADJ
easat-1627	475	19	with	with	ADP
easat-1627	475	20	between	between	ADP
easat-1627	475	21	23	23	NUM
easat-1627	475	22	26	26	NUM
easat-1627	475	23	million	million	NUM
easat-1627	475	24	people	people	NOUN
easat-1627	475	25	becoming	become	VERB
easat-1627	475	26	highly	highly	ADV
easat-1627	475	27	food	food	NOUN
easat-1627	475	28	insecure	insecure	ADJ
easat-1627	475	29	due	due	ADP
easat-1627	475	30	to	to	ADP
easat-1627	475	31	drought	drought	NOUN
easat-1627	475	32	by	by	ADP
easat-1627	475	33	february	february	PROPN
easat-1627	475	34	2023	2023	NUM
easat-1627	475	35	.	.	PUNCT
easat-1627	476	1	food	food	NOUN
easat-1627	476	2	security	security	NOUN
easat-1627	476	3	and	and	CCONJ
easat-1627	476	4	nutrition	nutrition	NOUN
easat-1627	476	5	working	work	VERB
easat-1627	476	6	group	group	NOUN
easat-1627	476	7	(	(	PUNCT
easat-1627	476	8	fsnwg	fsnwg	ADJ
easat-1627	476	9	)	)	PUNCT
easat-1627	476	10	.	.	PUNCT
easat-1627	477	1	food	food	NOUN
easat-1627	477	2	security	security	NOUN
easat-1627	477	3	and	and	CCONJ
easat-1627	477	4	nutrition	nutrition	NOUN
easat-1627	477	5	working	work	VERB
easat-1627	477	6	group	group	NOUN
easat-1627	477	7	(	(	PUNCT
easat-1627	477	8	drc	drc	PROPN
easat-1627	477	9	,	,	PUNCT
easat-1627	477	10	fews	fews	ADJ
easat-1627	477	11	net	net	NOUN
easat-1627	477	12	,	,	PUNCT
easat-1627	477	13	fao	fao	PROPN
easat-1627	477	14	,	,	PUNCT
easat-1627	477	15	igad	igad	VERB
easat-1627	477	16	,	,	PUNCT
easat-1627	477	17	ocha	ocha	PROPN
easat-1627	477	18	,	,	PUNCT
easat-1627	477	19	ipc	ipc	PROPN
easat-1627	477	20	,	,	PUNCT
easat-1627	477	21	oxfam	oxfam	PROPN
easat-1627	477	22	,	,	PUNCT
easat-1627	477	23	unhcr	unhcr	PROPN
easat-1627	477	24	,	,	PUNCT
easat-1627	477	25	unicef	unicef	PROPN
easat-1627	477	26	,	,	PUNCT
easat-1627	477	27	wfp	wfp	PROPN
easat-1627	477	28	,	,	PUNCT
easat-1627	477	29	and	and	CCONJ
easat-1627	477	30	welt	welt	ADJ
easat-1627	477	31	hunger	hunger	NOUN
easat-1627	477	32	hilfe	hilfe	PROPN
easat-1627	477	33	)	)	PUNCT
easat-1627	477	34	.	.	PUNCT
easat-1627	478	1	[	[	X
easat-1627	478	2	7	7	NUM
easat-1627	478	3	]	]	X
easat-1627	478	4	undp	undp	PROPN
easat-1627	478	5	.	.	PUNCT
easat-1627	479	1	(	(	PUNCT
easat-1627	479	2	2023	2023	NUM
easat-1627	479	3	)	)	PUNCT
easat-1627	479	4	.	.	PUNCT
easat-1627	480	1	climate	climate	NOUN
easat-1627	480	2	change	change	NOUN
easat-1627	480	3	,	,	PUNCT
easat-1627	480	4	environmental	environmental	ADJ
easat-1627	480	5	degradation	degradation	NOUN
easat-1627	480	6	,	,	PUNCT
easat-1627	480	7	conflict	conflict	NOUN
easat-1627	480	8	,	,	PUNCT
easat-1627	480	9	and	and	CCONJ
easat-1627	480	10	displacement	displacement	NOUN
easat-1627	480	11	in	in	ADP
easat-1627	480	12	the	the	DET
easat-1627	480	13	arab	arab	ADJ
easat-1627	480	14	states	states	PROPN
easat-1627	480	15	region	region	PROPN
easat-1627	480	16	.	.	PUNCT
easat-1627	481	1	united	united	PROPN
easat-1627	481	2	nations	nations	PROPN
easat-1627	481	3	development	development	PROPN
easat-1627	481	4	programme	programme	PROPN
easat-1627	481	5	.	.	PUNCT
easat-1627	482	1	[	[	X
easat-1627	482	2	8	8	NUM
easat-1627	482	3	]	]	X
easat-1627	482	4	chandio	chandio	NOUN
easat-1627	482	5	,	,	PUNCT
easat-1627	482	6	a.	a.	NOUN
easat-1627	482	7	a.	a.	PROPN
easat-1627	482	8	,	,	PUNCT
easat-1627	482	9	magsi	magsi	PROPN
easat-1627	482	10	,	,	PUNCT
easat-1627	482	11	h.	h.	PROPN
easat-1627	482	12	,	,	PUNCT
easat-1627	482	13	&	&	CCONJ
easat-1627	482	14	ozturk	ozturk	PROPN
easat-1627	482	15	,	,	PUNCT
easat-1627	482	16	i.	i.	PROPN
easat-1627	482	17	(	(	PUNCT
easat-1627	482	18	2020	2020	NUM
easat-1627	482	19	,	,	PUNCT
easat-1627	482	20	march	march	PROPN
easat-1627	482	21	20	20	NUM
easat-1627	482	22	)	)	PUNCT
easat-1627	482	23	.	.	PUNCT
easat-1627	483	1	examining	examine	VERB
easat-1627	483	2	the	the	DET
easat-1627	483	3	effects	effect	NOUN
easat-1627	483	4	of	of	ADP
easat-1627	483	5	climate	climate	NOUN
easat-1627	483	6	change	change	NOUN
easat-1627	483	7	on	on	ADP
easat-1627	483	8	rice	rice	NOUN
easat-1627	483	9	production	production	NOUN
easat-1627	483	10	:	:	PUNCT
easat-1627	483	11	case	case	NOUN
easat-1627	483	12	study	study	NOUN
easat-1627	483	13	of	of	ADP
easat-1627	483	14	pakistan	pakistan	PROPN
easat-1627	483	15	.	.	PUNCT
easat-1627	484	1	(	(	PUNCT
easat-1627	484	2	27	27	NUM
easat-1627	484	3	)	)	PUNCT
easat-1627	484	4	,	,	PUNCT
easat-1627	484	5	7812–7822	7812–7822	NUM
easat-1627	484	6	.	.	PUNCT
easat-1627	485	1	[	[	X
easat-1627	485	2	9	9	NUM
easat-1627	485	3	]	]	SYM
easat-1627	485	4	joyo	joyo	PROPN
easat-1627	485	5	,	,	PUNCT
easat-1627	485	6	m.	m.	NOUN
easat-1627	485	7	,	,	PUNCT
easat-1627	485	8	ram	ram	NOUN
easat-1627	485	9	,	,	PUNCT
easat-1627	485	10	n.	n.	NOUN
easat-1627	485	11	,	,	PUNCT
easat-1627	485	12	&	&	CCONJ
easat-1627	485	13	magsi	magsi	PROPN
easat-1627	485	14	,	,	PUNCT
easat-1627	485	15	h.	h.	PROPN
easat-1627	485	16	(	(	PUNCT
easat-1627	485	17	2018	2018	NUM
easat-1627	485	18	)	)	PUNCT
easat-1627	485	19	.	.	PUNCT
easat-1627	486	1	risk	risk	NOUN
easat-1627	486	2	assessment	assessment	NOUN
easat-1627	486	3	of	of	ADP
easat-1627	486	4	climate	climate	NOUN
easat-1627	486	5	variability	variability	NOUN
easat-1627	486	6	on	on	ADP
easat-1627	486	7	rice	rice	NOUN
easat-1627	486	8	productivity	productivity	NOUN
easat-1627	486	9	in	in	ADP
easat-1627	486	10	sindh	sindh	PROPN
easat-1627	486	11	province	province	PROPN
easat-1627	486	12	of	of	ADP
easat-1627	486	13	pakistan	pakistan	PROPN
easat-1627	486	14	.	.	PUNCT
easat-1627	487	1	pakistan	pakistan	PROPN
easat-1627	487	2	journal	journal	PROPN
easat-1627	487	3	of	of	ADP
easat-1627	487	4	agriculture	agriculture	PROPN
easat-1627	487	5	,	,	PUNCT
easat-1627	487	6	agricultural	agricultural	ADJ
easat-1627	487	7	engineering	engineering	NOUN
easat-1627	487	8	and	and	CCONJ
easat-1627	487	9	veterinary	veterinary	ADJ
easat-1627	487	10	sciences	science	NOUN
easat-1627	487	11	,	,	PUNCT
easat-1627	487	12	34	34	NUM
easat-1627	487	13	(	(	PUNCT
easat-1627	487	14	1	1	NUM
easat-1627	487	15	)	)	PUNCT
easat-1627	487	16	,	,	PUNCT
easat-1627	487	17	68	68	NUM
easat-1627	487	18	-	-	SYM
easat-1627	487	19	77	77	NUM
easat-1627	487	20	.	.	PUNCT
easat-1627	488	1	[	[	X
easat-1627	488	2	10	10	NUM
easat-1627	488	3	]	]	SYM
easat-1627	488	4	tajudeen	tajudeen	NOUN
easat-1627	488	5	,	,	PUNCT
easat-1627	488	6	t.	t.	PROPN
easat-1627	488	7	t.	t.	PROPN
easat-1627	488	8	,	,	PUNCT
easat-1627	488	9	ayo	ayo	PROPN
easat-1627	488	10	,	,	PUNCT
easat-1627	488	11	o.	o.	PROPN
easat-1627	488	12	,	,	PUNCT
easat-1627	488	13	ogundele	ogundele	PROPN
easat-1627	488	14	,	,	PUNCT
easat-1627	488	15	f.	f.	PROPN
easat-1627	488	16	o.	o.	PROPN
easat-1627	488	17	,	,	PUNCT
easat-1627	488	18	&	&	CCONJ
easat-1627	488	19	rathbun	rathbun	PROPN
easat-1627	488	20	,	,	PUNCT
easat-1627	488	21	l.	l.	PROPN
easat-1627	488	22	c.	c.	PROPN
easat-1627	488	23	(	(	PUNCT
easat-1627	488	24	2022	2022	NUM
easat-1627	488	25	,	,	PUNCT
easat-1627	488	26	december	december	PROPN
easat-1627	488	27	9	9	NUM
easat-1627	488	28	)	)	PUNCT
easat-1627	488	29	.	.	PUNCT
easat-1627	489	1	the	the	DET
easat-1627	489	2	effect	effect	NOUN
easat-1627	489	3	of	of	ADP
easat-1627	489	4	climate	climate	NOUN
easat-1627	489	5	change	change	NOUN
easat-1627	489	6	on	on	ADP
easat-1627	489	7	food	food	NOUN
easat-1627	489	8	crop	crop	NOUN
easat-1627	489	9	production	production	NOUN
easat-1627	489	10	in	in	ADP
easat-1627	489	11	lagos	lagos	NOUN
easat-1627	489	12	state	state	NOUN
easat-1627	489	13	.	.	PUNCT
easat-1627	490	1	11(24	11(24	NUM
easat-1627	490	2	)	)	PUNCT
easat-1627	490	3	,	,	PUNCT
easat-1627	490	4	3987	3987	NUM
easat-1627	490	5	.	.	PUNCT
easat-1627	491	1	[	[	X
easat-1627	491	2	11	11	NUM
easat-1627	491	3	]	]	X
easat-1627	491	4	fao	fao	NOUN
easat-1627	491	5	.	.	PUNCT
easat-1627	492	1	(	(	PUNCT
easat-1627	492	2	2015	2015	NUM
easat-1627	492	3	)	)	PUNCT
easat-1627	492	4	.	.	PUNCT
easat-1627	493	1	climate	climate	NOUN
easat-1627	493	2	change	change	NOUN
easat-1627	493	3	and	and	CCONJ
easat-1627	493	4	food	food	NOUN
easat-1627	493	5	security	security	NOUN
easat-1627	493	6	:	:	PUNCT
easat-1627	493	7	risks	risk	NOUN
easat-1627	493	8	and	and	CCONJ
easat-1627	493	9	responses	response	NOUN
easat-1627	493	10	.	.	PUNCT
easat-1627	494	1	food	food	NOUN
easat-1627	494	2	and	and	CCONJ
easat-1627	494	3	agriculture	agriculture	NOUN
easat-1627	494	4	organization	organization	NOUN
easat-1627	494	5	of	of	ADP
easat-1627	494	6	the	the	DET
easat-1627	494	7	united	united	PROPN
easat-1627	494	8	nations	nations	PROPN
easat-1627	494	9	(	(	PUNCT
easat-1627	494	10	fao	fao	PROPN
easat-1627	494	11	)	)	PUNCT
easat-1627	494	12	.	.	PUNCT
easat-1627	495	1	https://www.fao.org/3/i5188e/i5188e.pdf	https://www.fao.org/3/i5188e/i5188e.pdf	X
easat-1627	495	2	.	.	PUNCT
easat-1627	496	1	[	[	X
easat-1627	496	2	12	12	NUM
easat-1627	496	3	]	]	PUNCT
easat-1627	496	4	janjua	janjua	NOUN
easat-1627	496	5	,	,	PUNCT
easat-1627	496	6	p.	p.	PROPN
easat-1627	496	7	z.	z.	PROPN
easat-1627	496	8	,	,	PUNCT
easat-1627	496	9	samad	samad	PROPN
easat-1627	496	10	,	,	PUNCT
easat-1627	496	11	g.	g.	PROPN
easat-1627	496	12	,	,	PUNCT
easat-1627	496	13	khan	khan	PROPN
easat-1627	496	14	,	,	PUNCT
easat-1627	496	15	n.	n.	PROPN
easat-1627	496	16	u.	u.	PROPN
easat-1627	496	17	,	,	PUNCT
easat-1627	496	18	&	&	CCONJ
easat-1627	496	19	nasir	nasir	PROPN
easat-1627	496	20	,	,	PUNCT
easat-1627	496	21	m.	m.	NOUN
easat-1627	496	22	(	(	PUNCT
easat-1627	496	23	2010	2010	NUM
easat-1627	496	24	,	,	PUNCT
easat-1627	496	25	december	december	PROPN
easat-1627	496	26	30	30	NUM
easat-1627	496	27	)	)	PUNCT
easat-1627	496	28	.	.	PUNCT
easat-1627	497	1	impact	impact	NOUN
easat-1627	497	2	of	of	ADP
easat-1627	497	3	climate	climate	NOUN
easat-1627	497	4	change	change	NOUN
easat-1627	497	5	on	on	ADP
easat-1627	497	6	wheat	wheat	NOUN
easat-1627	497	7	production	production	NOUN
easat-1627	497	8	:	:	PUNCT
easat-1627	497	9	a	a	DET
easat-1627	497	10	case	case	NOUN
easat-1627	497	11	study	study	NOUN
easat-1627	497	12	of	of	ADP
easat-1627	497	13	pakistan	pakistan	PROPN
easat-1627	497	14	.	.	PUNCT
easat-1627	498	1	the	the	DET
easat-1627	498	2	pakistan	pakistan	PROPN
easat-1627	498	3	development	development	PROPN
easat-1627	498	4	review	review	PROPN
easat-1627	498	5	,	,	PUNCT
easat-1627	498	6	49(4	49(4	NOUN
easat-1627	498	7	)	)	PUNCT
easat-1627	498	8	,	,	PUNCT
easat-1627	498	9	799	799	NUM
easat-1627	498	10	-	-	SYM
easat-1627	498	11	822	822	NUM
easat-1627	498	12	.	.	PUNCT
easat-1627	499	1	[	[	X
easat-1627	499	2	13	13	NUM
easat-1627	499	3	]	]	SYM
easat-1627	499	4	shakoor	shakoor	NOUN
easat-1627	499	5	,	,	PUNCT
easat-1627	499	6	u.	u.	NOUN
easat-1627	499	7	,	,	PUNCT
easat-1627	499	8	saboor	saboor	NOUN
easat-1627	499	9	,	,	PUNCT
easat-1627	499	10	a.	a.	NOUN
easat-1627	499	11	,	,	PUNCT
easat-1627	499	12	baig	baig	PROPN
easat-1627	499	13	,	,	PUNCT
easat-1627	499	14	i.	i.	PROPN
easat-1627	499	15	,	,	PUNCT
easat-1627	499	16	afzal	afzal	PROPN
easat-1627	499	17	,	,	PUNCT
easat-1627	499	18	a.	a.	PROPN
easat-1627	499	19	,	,	PUNCT
easat-1627	499	20	&	&	CCONJ
easat-1627	499	21	rahman	rahman	PROPN
easat-1627	499	22	,	,	PUNCT
easat-1627	499	23	a.	a.	NOUN
easat-1627	499	24	(	(	PUNCT
easat-1627	499	25	2015	2015	NUM
easat-1627	499	26	)	)	PUNCT
easat-1627	499	27	.	.	PUNCT
easat-1627	500	1	climate	climate	NOUN
easat-1627	500	2	variability	variability	NOUN
easat-1627	500	3	impacts	impact	NOUN
easat-1627	500	4	on	on	ADP
easat-1627	500	5	rice	rice	NOUN
easat-1627	500	6	crop	crop	NOUN
easat-1627	500	7	production	production	NOUN
easat-1627	500	8	in	in	ADP
easat-1627	500	9	pakistan	pakistan	PROPN
easat-1627	500	10	.	.	PUNCT
easat-1627	501	1	pakistan	pakistan	PROPN
easat-1627	501	2	journal	journal	PROPN
easat-1627	501	3	of	of	ADP
easat-1627	501	4	agricultural	agricultural	ADJ
easat-1627	501	5	research	research	NOUN
easat-1627	501	6	,	,	PUNCT
easat-1627	501	7	28(1	28(1	NOUN
easat-1627	501	8	)	)	PUNCT
easat-1627	501	9	.	.	PUNCT
easat-1627	502	1	[	[	X
easat-1627	502	2	14	14	NUM
easat-1627	502	3	]	]	X
easat-1627	502	4	ali	ali	PROPN
easat-1627	502	5	,	,	PUNCT
easat-1627	502	6	u.	u.	PROPN
easat-1627	502	7	,	,	PUNCT
easat-1627	502	8	jing	jing	PROPN
easat-1627	502	9	,	,	PUNCT
easat-1627	502	10	w.	w.	PROPN
easat-1627	502	11	,	,	PUNCT
easat-1627	502	12	zhu	zhu	PROPN
easat-1627	502	13	,	,	PUNCT
easat-1627	502	14	j.	j.	PROPN
easat-1627	502	15	,	,	PUNCT
easat-1627	502	16	omarkhanova	omarkhanova	PROPN
easat-1627	502	17	,	,	PUNCT
easat-1627	502	18	z.	z.	PROPN
easat-1627	502	19	,	,	PUNCT
easat-1627	502	20	fahad	fahad	PROPN
easat-1627	502	21	,	,	PUNCT
easat-1627	502	22	s.	s.	PROPN
easat-1627	502	23	,	,	PUNCT
easat-1627	502	24	nurgazina	nurgazina	PROPN
easat-1627	502	25	,	,	PUNCT
easat-1627	502	26	z.	z.	PROPN
easat-1627	502	27	,	,	PUNCT
easat-1627	502	28	&	&	CCONJ
easat-1627	502	29	khan	khan	PROPN
easat-1627	502	30	,	,	PUNCT
easat-1627	502	31	z.	z.	PROPN
easat-1627	502	32	a.	a.	PROPN
easat-1627	502	33	(	(	PUNCT
easat-1627	502	34	2021	2021	NUM
easat-1627	502	35	,	,	PUNCT
easat-1627	502	36	3	3	NUM
easat-1627	502	37	10	10	NUM
easat-1627	502	38	)	)	PUNCT
easat-1627	502	39	.	.	PUNCT
easat-1627	503	1	climate	climate	NOUN
easat-1627	503	2	change	change	NOUN
easat-1627	503	3	impacts	impact	NOUN
easat-1627	503	4	on	on	ADP
easat-1627	503	5	agriculture	agriculture	NOUN
easat-1627	503	6	sector	sector	NOUN
easat-1627	503	7	:	:	PUNCT
easat-1627	503	8	a	a	DET
easat-1627	503	9	case	case	NOUN
easat-1627	503	10	study	study	NOUN
easat-1627	503	11	of	of	ADP
easat-1627	503	12	pakistan	pakistan	PROPN
easat-1627	503	13	.	.	PUNCT
easat-1627	504	1	51(8	51(8	NUM
easat-1627	504	2	)	)	PUNCT
easat-1627	504	3	.	.	PUNCT
easat-1627	505	1	[	[	X
easat-1627	505	2	15	15	NUM
easat-1627	505	3	]	]	X
easat-1627	505	4	habib	habib	PROPN
easat-1627	505	5	-	-	PUNCT
easat-1627	505	6	ur	ur	PROPN
easat-1627	505	7	-	-	PUNCT
easat-1627	505	8	rahman	rahman	PROPN
easat-1627	505	9	,	,	PUNCT
easat-1627	505	10	m.	m.	NOUN
easat-1627	505	11	,	,	PUNCT
easat-1627	505	12	ahmad	ahmad	PROPN
easat-1627	505	13	,	,	PUNCT
easat-1627	505	14	a.	a.	PROPN
easat-1627	505	15	,	,	PUNCT
easat-1627	505	16	raza	raza	PROPN
easat-1627	505	17	,	,	PUNCT
easat-1627	505	18	a.	a.	NOUN
easat-1627	505	19	,	,	PUNCT
easat-1627	505	20	hasnain	hasnain	PROPN
easat-1627	505	21	,	,	PUNCT
easat-1627	505	22	m.	m.	NOUN
easat-1627	505	23	u.	u.	PROPN
easat-1627	505	24	,	,	PUNCT
easat-1627	505	25	alharby	alharby	PROPN
easat-1627	505	26	,	,	PUNCT
easat-1627	505	27	h.	h.	PROPN
easat-1627	505	28	f.	f.	PROPN
easat-1627	505	29	,	,	PUNCT
easat-1627	505	30	alzahrani	alzahrani	PROPN
easat-1627	505	31	,	,	PUNCT
easat-1627	505	32	y.	y.	PROPN
easat-1627	505	33	m.	m.	PROPN
easat-1627	505	34	,	,	PUNCT
easat-1627	505	35	.	.	PUNCT
easat-1627	505	36	.	.	PUNCT
easat-1627	505	37	.	.	PUNCT
easat-1627	506	1	el	el	PROPN
easat-1627	506	2	sabagh	sabagh	PROPN
easat-1627	506	3	,	,	PUNCT
easat-1627	506	4	a.	a.	NOUN
easat-1627	506	5	(	(	PUNCT
easat-1627	506	6	2022	2022	NUM
easat-1627	506	7	,	,	PUNCT
easat-1627	506	8	october	october	PROPN
easat-1627	506	9	10	10	NUM
easat-1627	506	10	)	)	PUNCT
easat-1627	506	11	.	.	PUNCT
easat-1627	507	1	impact	impact	NOUN
easat-1627	507	2	of	of	ADP
easat-1627	507	3	climate	climate	NOUN
easat-1627	507	4	change	change	NOUN
easat-1627	507	5	on	on	ADP
easat-1627	507	6	agricultural	agricultural	ADJ
easat-1627	507	7	production	production	NOUN
easat-1627	507	8	;	;	PUNCT
easat-1627	507	9	issues	issue	NOUN
easat-1627	507	10	,	,	PUNCT
easat-1627	507	11	challenges	challenge	NOUN
easat-1627	507	12	,	,	PUNCT
easat-1627	507	13	and	and	CCONJ
easat-1627	507	14	opportunities	opportunity	NOUN
easat-1627	507	15	in	in	ADP
easat-1627	507	16	asia	asia	PROPN
easat-1627	507	17	.	.	PUNCT
easat-1627	508	1	1	1	NUM
easat-1627	508	2	-	-	SYM
easat-1627	508	3	22	22	NUM
easat-1627	508	4	.	.	PUNCT
easat-1627	509	1	[	[	X
easat-1627	509	2	16	16	NUM
easat-1627	509	3	]	]	X
easat-1627	509	4	mwangi	mwangi	PROPN
easat-1627	509	5	,	,	PUNCT
easat-1627	509	6	l.	l.	PROPN
easat-1627	509	7	(	(	PUNCT
easat-1627	509	8	2023	2023	NUM
easat-1627	509	9	,	,	PUNCT
easat-1627	509	10	june	june	PROPN
easat-1627	509	11	2	2	NUM
easat-1627	509	12	)	)	PUNCT
easat-1627	509	13	.	.	PUNCT
easat-1627	510	1	impact	impact	NOUN
easat-1627	510	2	of	of	ADP
easat-1627	510	3	climate	climate	NOUN
easat-1627	510	4	change	change	NOUN
easat-1627	510	5	on	on	ADP
easat-1627	510	6	agricultural	agricultural	ADJ
easat-1627	510	7	food	food	NOUN
easat-1627	510	8	production	production	NOUN
easat-1627	510	9	.	.	PUNCT
easat-1627	511	1	international	international	ADJ
easat-1627	511	2	journal	journal	PROPN
easat-1627	511	3	of	of	ADP
easat-1627	511	4	agriculture	agriculture	PROPN
easat-1627	511	5	,	,	PUNCT
easat-1627	511	6	8(2	8(2	NUM
easat-1627	511	7	)	)	PUNCT
easat-1627	511	8	,	,	PUNCT
easat-1627	511	9	1	1	NUM
easat-1627	511	10	-	-	SYM
easat-1627	511	11	10	10	NUM
easat-1627	511	12	.	.	PUNCT
easat-1627	512	1	[	[	X
easat-1627	512	2	17	17	NUM
easat-1627	512	3	]	]	X
easat-1627	512	4	anabaraonye	anabaraonye	PROPN
easat-1627	512	5	,	,	PUNCT
easat-1627	512	6	b.	b.	PROPN
easat-1627	512	7	,	,	PUNCT
easat-1627	512	8	okonkwo	okonkwo	PROPN
easat-1627	512	9	,	,	PUNCT
easat-1627	512	10	u.	u.	PROPN
easat-1627	512	11	c.	c.	PROPN
easat-1627	512	12	,	,	PUNCT
easat-1627	512	13	&	&	CCONJ
easat-1627	512	14	ewa	ewa	PROPN
easat-1627	512	15	,	,	PUNCT
easat-1627	512	16	b.	b.	PROPN
easat-1627	512	17	o.	o.	PROPN
easat-1627	512	18	(	(	PUNCT
easat-1627	512	19	2021	2021	NUM
easat-1627	512	20	,	,	PUNCT
easat-1627	512	21	december	december	PROPN
easat-1627	512	22	13	13	NUM
easat-1627	512	23	)	)	PUNCT
easat-1627	512	24	.	.	PUNCT
easat-1627	513	1	the	the	DET
easat-1627	513	2	impact	impact	NOUN
easat-1627	513	3	of	of	ADP
easat-1627	513	4	climate	climate	NOUN
easat-1627	513	5	change	change	NOUN
easat-1627	513	6	on	on	ADP
easat-1627	513	7	crop	crop	NOUN
easat-1627	513	8	production	production	NOUN
easat-1627	513	9	in	in	ADP
easat-1627	513	10	nigeria	nigeria	PROPN
easat-1627	513	11	.	.	PUNCT
easat-1627	514	1	international	international	ADJ
easat-1627	514	2	journal	journal	PROPN
easat-1627	514	3	of	of	ADP
easat-1627	514	4	research	research	NOUN
easat-1627	514	5	in	in	ADP
easat-1627	514	6	civil	civil	ADJ
easat-1627	514	7	engineering	engineering	NOUN
easat-1627	514	8	and	and	CCONJ
easat-1627	514	9	technology	technology	NOUN
easat-1627	514	10	,	,	PUNCT
easat-1627	514	11	3(1	3(1	NUM
easat-1627	514	12	)	)	PUNCT
easat-1627	514	13	,	,	PUNCT
easat-1627	514	14	36	36	NUM
easat-1627	514	15	-	-	SYM
easat-1627	514	16	39	39	NUM
easat-1627	514	17	.	.	PUNCT
easat-1627	515	1	[	[	X
easat-1627	515	2	18	18	NUM
easat-1627	515	3	]	]	PUNCT
easat-1627	515	4	abbas	abbas	PROPN
easat-1627	515	5	,	,	PUNCT
easat-1627	515	6	s.	s.	PROPN
easat-1627	515	7	(	(	PUNCT
easat-1627	515	8	2021	2021	NUM
easat-1627	515	9	,	,	PUNCT
easat-1627	515	10	august	august	PROPN
easat-1627	515	11	21	21	NUM
easat-1627	515	12	)	)	PUNCT
easat-1627	515	13	.	.	PUNCT
easat-1627	516	1	climate	climate	NOUN
easat-1627	516	2	change	change	NOUN
easat-1627	516	3	and	and	CCONJ
easat-1627	516	4	major	major	ADJ
easat-1627	516	5	crop	crop	NOUN
easat-1627	516	6	production	production	NOUN
easat-1627	516	7	:	:	PUNCT
easat-1627	516	8	evidence	evidence	NOUN
easat-1627	516	9	from	from	ADP
easat-1627	516	10	pakistan	pakistan	PROPN
easat-1627	516	11	.	.	PUNCT
easat-1627	517	1	environmental	environmental	ADJ
easat-1627	517	2	science	science	NOUN
easat-1627	517	3	and	and	CCONJ
easat-1627	517	4	pollution	pollution	NOUN
easat-1627	517	5	research	research	NOUN
easat-1627	517	6	,	,	PUNCT
easat-1627	517	7	5406–5414	5406–5414	NUM
easat-1627	517	8	.	.	PUNCT
easat-1627	518	1	[	[	X
easat-1627	518	2	19	19	NUM
easat-1627	518	3	]	]	X
easat-1627	518	4	jan	jan	PROPN
easat-1627	518	5	,	,	PUNCT
easat-1627	518	6	i.	i.	PROPN
easat-1627	518	7	,	,	PUNCT
easat-1627	518	8	ashfaq	ashfaq	NOUN
easat-1627	518	9	,	,	PUNCT
easat-1627	518	10	m.	m.	NOUN
easat-1627	518	11	,	,	PUNCT
easat-1627	518	12	&	&	CCONJ
easat-1627	518	13	chandio	chandio	NOUN
easat-1627	518	14	,	,	PUNCT
easat-1627	518	15	a.	a.	NOUN
easat-1627	518	16	a.	a.	NOUN
easat-1627	518	17	(	(	PUNCT
easat-1627	518	18	2021	2021	NUM
easat-1627	518	19	,	,	PUNCT
easat-1627	518	20	june	june	PROPN
easat-1627	518	21	22	22	NUM
easat-1627	518	22	)	)	PUNCT
easat-1627	518	23	.	.	PUNCT
easat-1627	519	1	impacts	impact	NOUN
easat-1627	519	2	of	of	ADP
easat-1627	519	3	climate	climate	NOUN
easat-1627	519	4	change	change	NOUN
easat-1627	519	5	on	on	ADP
easat-1627	519	6	yield	yield	NOUN
easat-1627	519	7	of	of	ADP
easat-1627	519	8	cereal	cereal	NOUN
easat-1627	519	9	crops	crop	NOUN
easat-1627	519	10	in	in	ADP
easat-1627	519	11	northern	northern	ADJ
easat-1627	519	12	climatic	climatic	ADJ
easat-1627	519	13	region	region	NOUN
easat-1627	519	14	of	of	ADP
easat-1627	519	15	pakistan	pakistan	PROPN
easat-1627	519	16	.	.	PUNCT
easat-1627	520	1	environmental	environmental	ADJ
easat-1627	520	2	science	science	NOUN
easat-1627	520	3	and	and	CCONJ
easat-1627	520	4	pollution	pollution	NOUN
easat-1627	520	5	research	research	NOUN
easat-1627	520	6	,	,	PUNCT
easat-1627	520	7	60235–60245	60235–60245	NUM
easat-1627	520	8	.	.	PUNCT
easat-1627	521	1	[	[	X
easat-1627	521	2	20	20	NUM
easat-1627	521	3	]	]	SYM
easat-1627	521	4	sossou	sossou	NOUN
easat-1627	521	5	,	,	PUNCT
easat-1627	521	6	s.	s.	PROPN
easat-1627	521	7	,	,	PUNCT
easat-1627	521	8	igue	igue	NOUN
easat-1627	521	9	,	,	PUNCT
easat-1627	521	10	c.	c.	PROPN
easat-1627	521	11	b.	b.	PROPN
easat-1627	521	12	,	,	PUNCT
easat-1627	521	13	&	&	CCONJ
easat-1627	521	14	diallo	diallo	PROPN
easat-1627	521	15	,	,	PUNCT
easat-1627	521	16	m.	m.	NOUN
easat-1627	521	17	(	(	PUNCT
easat-1627	521	18	2020	2020	NUM
easat-1627	521	19	,	,	PUNCT
easat-1627	521	20	january	january	PROPN
easat-1627	521	21	25	25	NUM
easat-1627	521	22	)	)	PUNCT
easat-1627	521	23	.	.	PUNCT
easat-1627	522	1	impact	impact	NOUN
easat-1627	522	2	of	of	ADP
easat-1627	522	3	climate	climate	NOUN
easat-1627	522	4	change	change	NOUN
easat-1627	522	5	on	on	ADP
easat-1627	522	6	cereal	cereal	NOUN
easat-1627	522	7	yield	yield	NOUN
easat-1627	522	8	and	and	CCONJ
easat-1627	522	9	production	production	NOUN
easat-1627	522	10	in	in	ADP
easat-1627	522	11	the	the	DET
easat-1627	522	12	sahel	sahel	PROPN
easat-1627	522	13	:	:	PUNCT
easat-1627	522	14	case	case	NOUN
easat-1627	522	15	of	of	ADP
easat-1627	522	16	burkina	burkina	PROPN
easat-1627	522	17	faso	faso	PROPN
easat-1627	522	18	.	.	PUNCT
easat-1627	523	1	asian	asian	ADJ
easat-1627	523	2	journal	journal	PROPN
easat-1627	523	3	of	of	ADP
easat-1627	523	4	agricultural	agricultural	ADJ
easat-1627	523	5	extension	extension	NOUN
easat-1627	523	6	,	,	PUNCT
easat-1627	523	7	economics	economics	PROPN
easat-1627	523	8	&	&	CCONJ
easat-1627	523	9	sociology	sociology	NOUN
easat-1627	523	10	,	,	PUNCT
easat-1627	523	11	37(4	37(4	PROPN
easat-1627	523	12	)	)	PUNCT
easat-1627	523	13	,	,	PUNCT
easat-1627	523	14	1	1	NUM
easat-1627	523	15	-	-	SYM
easat-1627	523	16	11	11	NUM
easat-1627	523	17	.	.	PUNCT
easat-1627	524	1	[	[	X
easat-1627	524	2	21	21	NUM
easat-1627	524	3	]	]	X
easat-1627	524	4	samuel	samuel	PROPN
easat-1627	524	5	,	,	PUNCT
easat-1627	524	6	a.	a.	PROPN
easat-1627	524	7	k.	k.	PROPN
easat-1627	524	8	,	,	PUNCT
easat-1627	524	9	njiforti	njiforti	PROPN
easat-1627	524	10	,	,	PUNCT
easat-1627	524	11	p.	p.	PROPN
easat-1627	524	12	p.	p.	PROPN
easat-1627	524	13	,	,	PUNCT
easat-1627	524	14	duru	duru	PROPN
easat-1627	524	15	,	,	PUNCT
easat-1627	524	16	m.	m.	NOUN
easat-1627	524	17	c.	c.	PROPN
easat-1627	524	18	,	,	PUNCT
easat-1627	524	19	&	&	CCONJ
easat-1627	524	20	jibril	jibril	PROPN
easat-1627	524	21	,	,	PUNCT
easat-1627	524	22	m.	m.	NOUN
easat-1627	524	23	s.	s.	PROPN
easat-1627	524	24	(	(	PUNCT
easat-1627	524	25	2022	2022	NUM
easat-1627	524	26	,	,	PUNCT
easat-1627	524	27	march	march	PROPN
easat-1627	524	28	)	)	PUNCT
easat-1627	524	29	.	.	PUNCT
easat-1627	525	1	impact	impact	NOUN
easat-1627	525	2	of	of	ADP
easat-1627	525	3	climate	climate	NOUN
easat-1627	525	4	change	change	NOUN
easat-1627	525	5	on	on	ADP
easat-1627	525	6	nigerian	nigerian	ADJ
easat-1627	525	7	agricultural	agricultural	ADJ
easat-1627	525	8	sector	sector	NOUN
easat-1627	525	9	crop	crop	NOUN
easat-1627	525	10	production	production	NOUN
easat-1627	525	11	.	.	PUNCT
easat-1627	526	1	journal	journal	PROPN
easat-1627	526	2	of	of	ADP
easat-1627	526	3	economics	economic	NOUN
easat-1627	526	4	and	and	CCONJ
easat-1627	526	5	allied	allied	ADJ
easat-1627	526	6	research	research	NOUN
easat-1627	526	7	,	,	PUNCT
easat-1627	526	8	7(1	7(1	NUM
easat-1627	526	9	)	)	PUNCT
easat-1627	526	10	,	,	PUNCT
easat-1627	526	11	2536	2536	NUM
easat-1627	526	12	-	-	SYM
easat-1627	526	13	7447	7447	NUM
easat-1627	526	14	.	.	PUNCT
easat-1627	527	1	[	[	X
easat-1627	527	2	22	22	NUM
easat-1627	527	3	]	]	X
easat-1627	527	4	kumar	kumar	PROPN
easat-1627	527	5	,	,	PUNCT
easat-1627	527	6	p.	p.	PROPN
easat-1627	527	7	,	,	PUNCT
easat-1627	527	8	sahu	sahu	PROPN
easat-1627	527	9	,	,	PUNCT
easat-1627	527	10	n.	n.	PROPN
easat-1627	527	11	c.	c.	PROPN
easat-1627	527	12	,	,	PUNCT
easat-1627	527	13	kumar	kumar	PROPN
easat-1627	527	14	,	,	PUNCT
easat-1627	527	15	s.	s.	PROPN
easat-1627	527	16	,	,	PUNCT
easat-1627	527	17	&	&	CCONJ
easat-1627	527	18	ansari	ansari	PROPN
easat-1627	527	19	,	,	PUNCT
easat-1627	527	20	m.	m.	NOUN
easat-1627	527	21	a.	a.	NOUN
easat-1627	527	22	(	(	PUNCT
easat-1627	527	23	2021	2021	NUM
easat-1627	527	24	,	,	PUNCT
easat-1627	527	25	may	may	AUX
easat-1627	527	26	14	14	NUM
easat-1627	527	27	)	)	PUNCT
easat-1627	527	28	.	.	PUNCT
easat-1627	528	1	impact	impact	NOUN
easat-1627	528	2	of	of	ADP
easat-1627	528	3	climate	climate	NOUN
easat-1627	528	4	change	change	NOUN
easat-1627	528	5	on	on	ADP
easat-1627	528	6	cereal	cereal	NOUN
easat-1627	528	7	production	production	NOUN
easat-1627	528	8	:	:	PUNCT
easat-1627	528	9	evidence	evidence	NOUN
easat-1627	528	10	from	from	ADP
easat-1627	528	11	lower	lower	ADV
easat-1627	528	12	-	-	PUNCT
easat-1627	528	13	middle	middle	ADJ
easat-1627	528	14	-	-	PUNCT
easat-1627	528	15	income	income	NOUN
easat-1627	528	16	countries	country	NOUN
easat-1627	528	17	.	.	PUNCT
easat-1627	529	1	environmental	environmental	ADJ
easat-1627	529	2	science	science	NOUN
easat-1627	529	3	and	and	CCONJ
easat-1627	529	4	pollution	pollution	NOUN
easat-1627	529	5	research	research	NOUN
easat-1627	529	6	.	.	PUNCT
easat-1627	530	1	[	[	X
easat-1627	530	2	23	23	NUM
easat-1627	530	3	]	]	X
easat-1627	530	4	quandt	quandt	NOUN
easat-1627	530	5	,	,	PUNCT
easat-1627	530	6	a.	a.	NOUN
easat-1627	530	7	,	,	PUNCT
easat-1627	530	8	&	&	CCONJ
easat-1627	530	9	kimathi	kimathi	PROPN
easat-1627	530	10	,	,	PUNCT
easat-1627	530	11	y.	y.	PROPN
easat-1627	530	12	(	(	PUNCT
easat-1627	530	13	2017	2017	NUM
easat-1627	530	14	)	)	PUNCT
easat-1627	530	15	.	.	PUNCT
easat-1627	531	1	perceptions	perception	NOUN
easat-1627	531	2	of	of	ADP
easat-1627	531	3	the	the	DET
easat-1627	531	4	effects	effect	NOUN
easat-1627	531	5	of	of	ADP
easat-1627	531	6	floods	flood	NOUN
easat-1627	531	7	and	and	CCONJ
easat-1627	531	8	droughts	drought	NOUN
easat-1627	531	9	on	on	ADP
easat-1627	531	10	livelihoods	livelihood	NOUN
easat-1627	531	11	:	:	PUNCT
easat-1627	531	12	lessons	lesson	NOUN
easat-1627	531	13	from	from	ADP
easat-1627	531	14	arid	arid	PROPN
easat-1627	531	15	kenya	kenya	PROPN
easat-1627	531	16	.	.	PUNCT
easat-1627	532	1	international	international	ADJ
easat-1627	532	2	journal	journal	PROPN
easat-1627	532	3	of	of	ADP
easat-1627	532	4	climate	climate	NOUN
easat-1627	532	5	change	change	NOUN
easat-1627	532	6	strategies	strategy	NOUN
easat-1627	532	7	and	and	CCONJ
easat-1627	532	8	management	management	NOUN
easat-1627	532	9	.	.	PUNCT
easat-1627	533	1	international	international	ADJ
easat-1627	533	2	journal	journal	PROPN
easat-1627	533	3	of	of	ADP
easat-1627	533	4	climate	climate	NOUN
easat-1627	533	5	change	change	NOUN
easat-1627	533	6	strategies	strategy	NOUN
easat-1627	533	7	and	and	CCONJ
easat-1627	533	8	management	management	NOUN
easat-1627	533	9	,	,	PUNCT
easat-1627	533	10	9	9	NUM
easat-1627	533	11	,	,	PUNCT
easat-1627	533	12	337	337	NUM
easat-1627	533	13	–	–	PUNCT
easat-1627	533	14	351	351	NUM
easat-1627	533	15	.	.	PUNCT
easat-1627	534	1	[	[	X
easat-1627	534	2	24	24	NUM
easat-1627	534	3	]	]	PUNCT
easat-1627	534	4	chandio	chandio	NOUN
easat-1627	534	5	,	,	PUNCT
easat-1627	534	6	a.	a.	NOUN
easat-1627	534	7	a.	a.	PROPN
easat-1627	534	8	,	,	PUNCT
easat-1627	534	9	ozturk	ozturk	PROPN
easat-1627	534	10	,	,	PUNCT
easat-1627	534	11	i.	i.	PROPN
easat-1627	534	12	,	,	PUNCT
easat-1627	534	13	akram	akram	PROPN
easat-1627	534	14	,	,	PUNCT
easat-1627	534	15	w.	w.	PROPN
easat-1627	534	16	,	,	PUNCT
easat-1627	534	17	ahmad	ahmad	PROPN
easat-1627	534	18	,	,	PUNCT
easat-1627	534	19	f.	f.	PROPN
easat-1627	534	20	,	,	PUNCT
easat-1627	534	21	&	&	CCONJ
easat-1627	534	22	mirani	mirani	PROPN
easat-1627	534	23	,	,	PUNCT
easat-1627	534	24	a.	a.	NOUN
easat-1627	534	25	a.	a.	NOUN
easat-1627	534	26	(	(	PUNCT
easat-1627	534	27	2020	2020	NUM
easat-1627	534	28	,	,	PUNCT
easat-1627	534	29	january	january	PROPN
easat-1627	534	30	25	25	NUM
easat-1627	534	31	)	)	PUNCT
easat-1627	534	32	.	.	PUNCT
easat-1627	535	1	empirical	empirical	ADJ
easat-1627	535	2	analysis	analysis	NOUN
easat-1627	535	3	of	of	ADP
easat-1627	535	4	climate	climate	NOUN
easat-1627	535	5	change	change	NOUN
easat-1627	535	6	factors	factor	NOUN
easat-1627	535	7	affecting	affect	VERB
easat-1627	535	8	cereal	cereal	NOUN
easat-1627	535	9	yield	yield	NOUN
easat-1627	535	10	:	:	PUNCT
easat-1627	535	11	evidence	evidence	NOUN
easat-1627	535	12	from	from	ADP
easat-1627	535	13	turkey	turkey	PROPN
easat-1627	535	14	.	.	PUNCT
easat-1627	536	1	environ	environ	PROPN
easat-1627	536	2	sci	sci	PROPN
easat-1627	536	3	pollut	pollut	PROPN
easat-1627	536	4	res	re	NOUN
easat-1627	536	5	,	,	PUNCT
easat-1627	536	6	27(11	27(11	NUM
easat-1627	536	7	)	)	PUNCT
easat-1627	536	8	,	,	PUNCT
easat-1627	536	9	11944	11944	NUM
easat-1627	536	10	-	-	SYM
easat-1627	536	11	11957	11957	NUM
easat-1627	536	12	.	.	PUNCT
easat-1627	537	1	[	[	X
easat-1627	537	2	25	25	NUM
easat-1627	537	3	]	]	PUNCT
easat-1627	537	4	samatar	samatar	NOUN
easat-1627	537	5	,	,	PUNCT
easat-1627	537	6	e.	e.	PROPN
easat-1627	537	7	h.	h.	PROPN
easat-1627	537	8	(	(	PUNCT
easat-1627	537	9	2023	2023	NUM
easat-1627	537	10	,	,	PUNCT
easat-1627	537	11	june	june	PROPN
easat-1627	537	12	19	19	NUM
easat-1627	537	13	)	)	PUNCT
easat-1627	537	14	.	.	PUNCT
easat-1627	538	1	assessing	assess	VERB
easat-1627	538	2	the	the	DET
easat-1627	538	3	determinants	determinant	NOUN
easat-1627	538	4	of	of	ADP
easat-1627	538	5	agricultural	agricultural	ADJ
easat-1627	538	6	productivity	productivity	NOUN
easat-1627	538	7	in	in	ADP
easat-1627	538	8	somalia	somalia	PROPN
easat-1627	538	9	:	:	PUNCT
easat-1627	538	10	an	an	DET
easat-1627	538	11	application	application	NOUN
easat-1627	538	12	of	of	ADP
easat-1627	538	13	an	an	DET
easat-1627	538	14	ardl	ardl	NOUN
easat-1627	538	15	model	model	NOUN
easat-1627	538	16	.	.	PUNCT
easat-1627	539	1	asianjournalofagricultureandruraldevelopmen	asianjournalofagricultureandruraldevelopmen	PROPN
easat-1627	539	2	,	,	PUNCT
easat-1627	539	3	13(3	13(3	NUM
easat-1627	539	4	)	)	PUNCT
easat-1627	539	5	,	,	PUNCT
easat-1627	539	6	154	154	NUM
easat-1627	539	7	-	-	SYM
easat-1627	539	8	162	162	NUM
easat-1627	539	9	.	.	PUNCT
easat-1627	540	1	[	[	X
easat-1627	540	2	26	26	NUM
easat-1627	540	3	]	]	X
easat-1627	540	4	shankar	shankar	PROPN
easat-1627	540	5	,	,	PUNCT
easat-1627	540	6	s.	s.	PROPN
easat-1627	540	7	,	,	PUNCT
easat-1627	540	8	&	&	CCONJ
easat-1627	540	9	shikha	shikha	PROPN
easat-1627	540	10	.	.	PUNCT
easat-1627	541	1	(	(	PUNCT
easat-1627	541	2	2017	2017	NUM
easat-1627	541	3	,	,	PUNCT
easat-1627	541	4	october	october	PROPN
easat-1627	541	5	)	)	PUNCT
easat-1627	541	6	.	.	PUNCT
easat-1627	542	1	impacts	impact	NOUN
easat-1627	542	2	of	of	ADP
easat-1627	542	3	climate	climate	NOUN
easat-1627	542	4	change	change	NOUN
easat-1627	542	5	on	on	ADP
easat-1627	542	6	agriculture	agriculture	NOUN
easat-1627	542	7	and	and	CCONJ
easat-1627	542	8	food	food	NOUN
easat-1627	542	9	security	security	NOUN
easat-1627	542	10	.	.	PUNCT
easat-1627	543	1	10.1016	10.1016	NUM
easat-1627	543	2	/	/	SYM
easat-1627	543	3	b978	b978	NUM
easat-1627	543	4	-	-	PUNCT
easat-1627	543	5	0	0	NUM
easat-1627	543	6	-	-	PUNCT
easat-1627	543	7	12812160	12812160	NUM
easat-1627	543	8	-	-	PUNCT
easat-1627	543	9	3.00007	3.00007	NUM
easat-1627	543	10	-	-	PUNCT
easat-1627	543	11	6	6	NUM
easat-1627	543	12	.	.	PUNCT
easat-1627	543	13	research	research	NOUN
easat-1627	543	14	gare	gare	NOUN
easat-1627	543	15	.	.	PUNCT
easat-1627	544	1	[	[	X
easat-1627	544	2	27	27	NUM
easat-1627	544	3	]	]	X
easat-1627	544	4	baig	baig	PROPN
easat-1627	544	5	,	,	PUNCT
easat-1627	544	6	m.	m.	NOUN
easat-1627	544	7	a.	a.	PROPN
easat-1627	544	8	,	,	PUNCT
easat-1627	544	9	&	&	CCONJ
easat-1627	544	10	amjad	amjad	PROPN
easat-1627	544	11	,	,	PUNCT
easat-1627	544	12	s.	s.	PROPN
easat-1627	544	13	(	(	PUNCT
easat-1627	544	14	2014	2014	NUM
easat-1627	544	15	,	,	PUNCT
easat-1627	544	16	january	january	PROPN
easat-1627	544	17	)	)	PUNCT
easat-1627	544	18	.	.	PUNCT
easat-1627	545	1	climate	climate	NOUN
easat-1627	545	2	change	change	NOUN
easat-1627	545	3	impact	impact	NOUN
easat-1627	545	4	on	on	ADP
easat-1627	545	5	major	major	ADJ
easat-1627	545	6	crops	crop	NOUN
easat-1627	545	7	of	of	ADP
easat-1627	545	8	pakistan	pakistan	PROPN
easat-1627	545	9	:	:	PUNCT
easat-1627	545	10	a	a	DET
easat-1627	545	11	forecast	forecast	NOUN
easat-1627	545	12	for	for	ADP
easat-1627	545	13	2020	2020	NUM
easat-1627	545	14	.	.	PUNCT
easat-1627	546	1	pakistan	pakistan	PROPN
easat-1627	546	2	business	business	PROPN
easat-1627	546	3	review	review	PROPN
easat-1627	546	4	,	,	PUNCT
easat-1627	546	5	15(4	15(4	NUM
easat-1627	546	6	)	)	PUNCT
easat-1627	546	7	.	.	PUNCT
easat-1627	547	1	1447	1447	NUM
easat-1627	547	2	edelweiss	edelweiss	PROPN
easat-1627	547	3	applied	apply	VERB
easat-1627	547	4	science	science	NOUN
easat-1627	547	5	and	and	CCONJ
easat-1627	547	6	technology	technology	NOUN
easat-1627	547	7	issn	issn	PROPN
easat-1627	547	8	:	:	PUNCT
easat-1627	547	9	2576	2576	NUM
easat-1627	547	10	-	-	SYM
easat-1627	547	11	8484	8484	NUM
easat-1627	547	12	vol	vol	NOUN
easat-1627	547	13	.	.	PROPN
easat-1627	547	14	8	8	NUM
easat-1627	547	15	,	,	PUNCT
easat-1627	547	16	no	no	INTJ
easat-1627	547	17	.	.	NOUN
easat-1627	547	18	4	4	NUM
easat-1627	547	19	:	:	SYM
easat-1627	547	20	1428	1428	NUM
easat-1627	547	21	-	-	SYM
easat-1627	547	22	1447	1447	NUM
easat-1627	547	23	,	,	PUNCT
easat-1627	547	24	2024	2024	NUM
easat-1627	547	25	doi	doi	NOUN
easat-1627	547	26	:	:	PUNCT
easat-1627	547	27	10.55214/25768484.v8i4.1627	10.55214/25768484.v8i4.1627	NUM
easat-1627	547	28	©	©	NOUN
easat-1627	547	29	2024	2024	NUM
easat-1627	547	30	by	by	ADP
easat-1627	547	31	the	the	DET
easat-1627	547	32	author	author	NOUN
easat-1627	547	33	;	;	PUNCT
easat-1627	547	34	licensee	licensee	PROPN
easat-1627	547	35	learning	learning	NOUN
easat-1627	547	36	gate	gate	NOUN
easat-1627	548	1	[	[	X
easat-1627	548	2	28	28	NUM
easat-1627	548	3	]	]	X
easat-1627	548	4	msowoya	msowoya	PROPN
easat-1627	548	5	,	,	PUNCT
easat-1627	548	6	k.	k.	PROPN
easat-1627	548	7	,	,	PUNCT
easat-1627	548	8	madani	madani	PROPN
easat-1627	548	9	,	,	PUNCT
easat-1627	548	10	k.	k.	PROPN
easat-1627	548	11	,	,	PUNCT
easat-1627	548	12	davtalab	davtalab	PROPN
easat-1627	548	13	,	,	PUNCT
easat-1627	548	14	r.	r.	PROPN
easat-1627	548	15	,	,	PUNCT
easat-1627	548	16	mirchi	mirchi	PROPN
easat-1627	548	17	,	,	PUNCT
easat-1627	548	18	a.	a.	PROPN
easat-1627	548	19	,	,	PUNCT
easat-1627	548	20	&	&	CCONJ
easat-1627	548	21	lund4	lund4	PROPN
easat-1627	548	22	,	,	PUNCT
easat-1627	548	23	j.	j.	PROPN
easat-1627	548	24	r.	r.	PROPN
easat-1627	548	25	(	(	PUNCT
easat-1627	548	26	2016	2016	NUM
easat-1627	548	27	,	,	PUNCT
easat-1627	548	28	september	september	PROPN
easat-1627	548	29	6	6	NUM
easat-1627	548	30	)	)	PUNCT
easat-1627	548	31	.	.	PUNCT
easat-1627	549	1	climate	climate	NOUN
easat-1627	549	2	change	change	NOUN
easat-1627	549	3	impacts	impact	NOUN
easat-1627	549	4	on	on	ADP
easat-1627	549	5	maize	maize	NOUN
easat-1627	549	6	production	production	NOUN
easat-1627	549	7	in	in	ADP
easat-1627	549	8	the	the	DET
easat-1627	549	9	warm	warm	ADJ
easat-1627	549	10	heart	heart	NOUN
easat-1627	549	11	of	of	ADP
easat-1627	549	12	africa	africa	PROPN
easat-1627	549	13	.	.	PUNCT
easat-1627	550	1	water	water	NOUN
easat-1627	550	2	resour	resour	NOUN
easat-1627	550	3	manage	manage	NOUN
easat-1627	550	4	.	.	PUNCT
easat-1627	551	1	[	[	X
easat-1627	551	2	29	29	NUM
easat-1627	551	3	]	]	X
easat-1627	551	4	mereu	mereu	PROPN
easat-1627	551	5	,	,	PUNCT
easat-1627	551	6	v.	v.	PROPN
easat-1627	551	7	,	,	PUNCT
easat-1627	551	8	carboni	carboni	PROPN
easat-1627	551	9	,	,	PUNCT
easat-1627	551	10	g.	g.	PROPN
easat-1627	551	11	,	,	PUNCT
easat-1627	551	12	gallo	gallo	PROPN
easat-1627	551	13	,	,	PUNCT
easat-1627	551	14	a.	a.	NOUN
easat-1627	551	15	,	,	PUNCT
easat-1627	551	16	cervigni	cervigni	PROPN
easat-1627	551	17	,	,	PUNCT
easat-1627	551	18	r.	r.	PROPN
easat-1627	551	19	,	,	PUNCT
easat-1627	551	20	&	&	CCONJ
easat-1627	551	21	spano	spano	PROPN
easat-1627	551	22	,	,	PUNCT
easat-1627	551	23	d.	d.	PROPN
easat-1627	551	24	(	(	PUNCT
easat-1627	551	25	2015	2015	NUM
easat-1627	551	26	,	,	PUNCT
easat-1627	551	27	april	april	PROPN
easat-1627	551	28	28	28	NUM
easat-1627	551	29	)	)	PUNCT
easat-1627	551	30	.	.	PUNCT
easat-1627	552	1	impact	impact	NOUN
easat-1627	552	2	of	of	ADP
easat-1627	552	3	climate	climate	NOUN
easat-1627	552	4	change	change	NOUN
easat-1627	552	5	on	on	ADP
easat-1627	552	6	staple	staple	ADJ
easat-1627	552	7	food	food	NOUN
easat-1627	552	8	crop	crop	NOUN
easat-1627	552	9	production	production	NOUN
easat-1627	552	10	in	in	ADP
easat-1627	552	11	nigeria	nigeria	PROPN
easat-1627	552	12	.	.	PUNCT
easat-1627	553	1	climatic	climatic	ADJ
easat-1627	553	2	change	change	NOUN
easat-1627	553	3	.	.	PUNCT
easat-1627	554	1	[	[	X
easat-1627	554	2	30	30	NUM
easat-1627	554	3	]	]	X
easat-1627	554	4	adimassu	adimassu	PROPN
easat-1627	554	5	,	,	PUNCT
easat-1627	554	6	z.	z.	PROPN
easat-1627	554	7	,	,	PUNCT
easat-1627	554	8	&	&	CCONJ
easat-1627	554	9	kessler	kessler	PROPN
easat-1627	554	10	,	,	PUNCT
easat-1627	554	11	a.	a.	PROPN
easat-1627	554	12	(	(	PUNCT
easat-1627	554	13	2016	2016	NUM
easat-1627	554	14	)	)	PUNCT
easat-1627	554	15	.	.	PUNCT
easat-1627	555	1	factors	factor	NOUN
easat-1627	555	2	affecting	affect	VERB
easat-1627	555	3	farmers	farmer	NOUN
easat-1627	555	4	’	'	PUNCT
easat-1627	555	5	coping	cope	VERB
easat-1627	555	6	and	and	CCONJ
easat-1627	555	7	adaptation	adaptation	NOUN
easat-1627	555	8	strategies	strategy	NOUN
easat-1627	555	9	to	to	ADP
easat-1627	555	10	perceived	perceive	VERB
easat-1627	555	11	trends	trend	NOUN
easat-1627	555	12	of	of	ADP
easat-1627	555	13	declining	decline	VERB
easat-1627	555	14	rainfall	rainfall	NOUN
easat-1627	555	15	and	and	CCONJ
easat-1627	555	16	crop	crop	NOUN
easat-1627	555	17	productivity	productivity	NOUN
easat-1627	555	18	in	in	ADP
easat-1627	555	19	the	the	DET
easat-1627	555	20	central	central	ADJ
easat-1627	555	21	rift	rift	NOUN
easat-1627	555	22	valley	valley	NOUN
easat-1627	555	23	of	of	ADP
easat-1627	555	24	ethiopia	ethiopia	PROPN
easat-1627	555	25	.	.	PUNCT
easat-1627	556	1	environmental	environmental	ADJ
easat-1627	556	2	systems	systems	PROPN
easat-1627	556	3	research	research	NOUN
easat-1627	556	4	,	,	PUNCT
easat-1627	556	5	5(13	5(13	NUM
easat-1627	556	6	)	)	PUNCT
easat-1627	556	7	,	,	PUNCT
easat-1627	556	8	116	116	NUM
easat-1627	556	9	.	.	PUNCT
easat-1627	557	1	[	[	X
easat-1627	557	2	31	31	NUM
easat-1627	557	3	]	]	X
easat-1627	557	4	kumar	kumar	PROPN
easat-1627	557	5	,	,	PUNCT
easat-1627	557	6	p.	p.	PROPN
easat-1627	557	7	,	,	PUNCT
easat-1627	557	8	sahu	sahu	PROPN
easat-1627	557	9	,	,	PUNCT
easat-1627	557	10	n.	n.	PROPN
easat-1627	557	11	c.	c.	PROPN
easat-1627	557	12	,	,	PUNCT
easat-1627	557	13	ansari	ansari	PROPN
easat-1627	557	14	,	,	PUNCT
easat-1627	557	15	m.	m.	NOUN
easat-1627	557	16	a.	a.	PROPN
easat-1627	557	17	,	,	PUNCT
easat-1627	557	18	&	&	CCONJ
easat-1627	557	19	kumar	kumar	PROPN
easat-1627	557	20	,	,	PUNCT
easat-1627	557	21	s.	s.	PROPN
easat-1627	557	22	(	(	PUNCT
easat-1627	557	23	2021	2021	NUM
easat-1627	557	24	,	,	PUNCT
easat-1627	557	25	october	october	PROPN
easat-1627	557	26	14	14	NUM
easat-1627	557	27	)	)	PUNCT
easat-1627	557	28	.	.	PUNCT
easat-1627	558	1	climate	climate	NOUN
easat-1627	558	2	change	change	NOUN
easat-1627	558	3	and	and	CCONJ
easat-1627	558	4	rice	rice	NOUN
easat-1627	558	5	production	production	NOUN
easat-1627	558	6	climate	climate	NOUN
easat-1627	558	7	change	change	NOUN
easat-1627	558	8	and	and	CCONJ
easat-1627	558	9	rice	rice	NOUN
easat-1627	558	10	in	in	ADP
easat-1627	558	11	india	india	PROPN
easat-1627	558	12	:	:	PUNCT
easat-1627	558	13	role	role	NOUN
easat-1627	558	14	of	of	ADP
easat-1627	558	15	ecological	ecological	ADJ
easat-1627	558	16	and	and	CCONJ
easat-1627	558	17	carbon	carbon	NOUN
easat-1627	558	18	footprint	footprint	NOUN
easat-1627	558	19	.	.	PUNCT
easat-1627	559	1	1	1	NUM
easat-1627	559	2	-	-	SYM
easat-1627	559	3	19	19	NUM
easat-1627	559	4	.	.	PUNCT
easat-1627	560	1	[	[	X
easat-1627	560	2	32	32	NUM
easat-1627	560	3	]	]	PUNCT
easat-1627	560	4	ncea	ncea	X
easat-1627	560	5	.	.	PUNCT
easat-1627	561	1	(	(	PUNCT
easat-1627	561	2	2021	2021	NUM
easat-1627	561	3	)	)	PUNCT
easat-1627	561	4	.	.	PUNCT
easat-1627	562	1	ncea	ncea	PROPN
easat-1627	562	2	advice	advice	NOUN
easat-1627	562	3	on	on	ADP
easat-1627	562	4	sustainable	sustainable	ADJ
easat-1627	562	5	programme	programme	NOUN
easat-1627	562	6	development	development	NOUN
easat-1627	562	7	in	in	ADP
easat-1627	562	8	somalia	somalia	PROPN
easat-1627	562	9	.	.	PUNCT
easat-1627	563	1	netherlands	netherlands	PROPN
easat-1627	563	2	commission	commission	PROPN
easat-1627	563	3	for	for	ADP
easat-1627	563	4	environmental	environmental	ADJ
easat-1627	563	5	assessment	assessment	NOUN
easat-1627	563	6	(	(	PUNCT
easat-1627	563	7	ncea	ncea	PROPN
easat-1627	563	8	)	)	PUNCT
easat-1627	563	9	.	.	PUNCT
easat-1627	564	1	[	[	X
easat-1627	564	2	33	33	NUM
easat-1627	564	3	]	]	X
easat-1627	564	4	fao	fao	PROPN
easat-1627	564	5	.	.	PUNCT
easat-1627	565	1	(	(	PUNCT
easat-1627	565	2	2023	2023	NUM
easat-1627	565	3	)	)	PUNCT
easat-1627	565	4	.	.	PUNCT
easat-1627	566	1	food	food	NOUN
easat-1627	566	2	and	and	CCONJ
easat-1627	566	3	agriculture	agriculture	NOUN
easat-1627	566	4	organization	organization	NOUN
easat-1627	566	5	of	of	ADP
easat-1627	566	6	the	the	DET
easat-1627	566	7	united	united	PROPN
easat-1627	566	8	nations	nations	PROPN
easat-1627	566	9	.	.	PUNCT
easat-1627	567	1	retrieved	retrieve	VERB
easat-1627	567	2	from	from	ADP
easat-1627	567	3	statistics	statistic	NOUN
easat-1627	567	4	:	:	PUNCT
easat-1627	567	5	data	data	NOUN
easat-1627	567	6	centers	center	NOUN
easat-1627	567	7	:	:	PUNCT
easat-1627	567	8	https://www.fao.org/statistics/en/	https://www.fao.org/statistics/en/	PUNCT
easat-1627	568	1	[	[	X
easat-1627	568	2	34	34	NUM
easat-1627	568	3	]	]	PUNCT
easat-1627	568	4	world	world	PROPN
easat-1627	568	5	bank	bank	PROPN
easat-1627	568	6	.	.	PUNCT
easat-1627	569	1	(	(	PUNCT
easat-1627	569	2	2023	2023	NUM
easat-1627	569	3	)	)	PUNCT
easat-1627	569	4	.	.	PUNCT
easat-1627	570	1	databank	databank	PROPN
easat-1627	570	2	.	.	PUNCT
easat-1627	571	1	retrieved	retrieve	VERB
easat-1627	571	2	from	from	ADP
easat-1627	571	3	world	world	NOUN
easat-1627	571	4	development	development	NOUN
easat-1627	571	5	indicators	indicator	NOUN
easat-1627	571	6	(	(	PUNCT
easat-1627	571	7	wdi	wdi	NOUN
easat-1627	571	8	):	):	PUNCT
easat-1627	571	9	https://databank.worldbank.org/source/world-development-indicators	https://databank.worldbank.org/source/world-development-indicator	NOUN
easat-1627	571	10	#	#	NOUN
easat-1627	571	11	[	[	X
easat-1627	571	12	35	35	NUM
easat-1627	571	13	]	]	X
easat-1627	571	14	sesric	sesric	ADV
easat-1627	571	15	.	.	PUNCT
easat-1627	572	1	(	(	PUNCT
easat-1627	572	2	2023	2023	NUM
easat-1627	572	3	)	)	PUNCT
easat-1627	572	4	.	.	PUNCT
easat-1627	573	1	indicators	indicator	NOUN
easat-1627	573	2	.	.	PUNCT
easat-1627	574	1	retrieved	retrieve	VERB
easat-1627	574	2	from	from	ADP
easat-1627	574	3	oic	oic	PROPN
easat-1627	574	4	statistics	statistics	PROPN
easat-1627	574	5	database	database	NOUN
easat-1627	574	6	(	(	PUNCT
easat-1627	574	7	oicstat	oicstat	PROPN
easat-1627	574	8	):	):	PUNCT
easat-1627	574	9	https://www.sesric.org/query.php	https://www.sesric.org/query.php	PROPN
easat-1627	575	1	[	[	X
easat-1627	575	2	36	36	NUM
easat-1627	575	3	]	]	PUNCT
easat-1627	575	4	pesaran	pesaran	NOUN
easat-1627	575	5	,	,	PUNCT
easat-1627	575	6	h.	h.	PROPN
easat-1627	575	7	m.	m.	PROPN
easat-1627	575	8	,	,	PUNCT
easat-1627	575	9	shin	shin	NOUN
easat-1627	575	10	,	,	PUNCT
easat-1627	575	11	y.	y.	PROPN
easat-1627	575	12	,	,	PUNCT
easat-1627	575	13	&	&	CCONJ
easat-1627	575	14	smith	smith	PROPN
easat-1627	575	15	,	,	PUNCT
easat-1627	575	16	r.	r.	PROPN
easat-1627	575	17	j.	j.	PROPN
easat-1627	575	18	(	(	PUNCT
easat-1627	575	19	2001	2001	NUM
easat-1627	575	20	,	,	PUNCT
easat-1627	575	21	may	may	PROPN
easat-1627	575	22	june	june	PROPN
easat-1627	575	23	)	)	PUNCT
easat-1627	575	24	.	.	PUNCT
easat-1627	576	1	bounds	bound	VERB
easat-1627	576	2	testing	test	VERB
easat-1627	576	3	approaches	approach	NOUN
easat-1627	576	4	to	to	ADP
easat-1627	576	5	the	the	DET
easat-1627	576	6	analysis	analysis	NOUN
easat-1627	576	7	of	of	ADP
easat-1627	576	8	level	level	NOUN
easat-1627	576	9	relationships	relationship	NOUN
easat-1627	576	10	.	.	PUNCT
easat-1627	577	1	journal	journal	NOUN
easat-1627	577	2	of	of	ADP
easat-1627	577	3	applied	applied	ADJ
easat-1627	577	4	econometrics	econometric	NOUN
easat-1627	577	5	,	,	PUNCT
easat-1627	577	6	16(3	16(3	NOUN
easat-1627	577	7	)	)	PUNCT
easat-1627	577	8	,	,	PUNCT
easat-1627	577	9	289	289	NUM
easat-1627	577	10	-	-	SYM
easat-1627	577	11	326	326	NUM
easat-1627	577	12	.	.	PUNCT
easat-1627	578	1	[	[	X
easat-1627	578	2	37	37	NUM
easat-1627	578	3	]	]	PUNCT
easat-1627	578	4	pesaran	pesaran	NOUN
easat-1627	578	5	,	,	PUNCT
easat-1627	578	6	m.	m.	NOUN
easat-1627	578	7	h.	h.	PROPN
easat-1627	578	8	(	(	PUNCT
easat-1627	578	9	1997	1997	NUM
easat-1627	578	10	)	)	PUNCT
easat-1627	578	11	.	.	PUNCT
easat-1627	579	1	he	he	PRON
easat-1627	579	2	role	role	NOUN
easat-1627	579	3	of	of	ADP
easat-1627	579	4	economic	economic	ADJ
easat-1627	579	5	theory	theory	NOUN
easat-1627	579	6	in	in	ADP
easat-1627	579	7	modelling	model	VERB
easat-1627	579	8	the	the	DET
easat-1627	579	9	long	long	ADJ
easat-1627	579	10	run	run	NOUN
easat-1627	579	11	.	.	PUNCT
easat-1627	580	1	the	the	DET
easat-1627	580	2	economic	economic	ADJ
easat-1627	580	3	journal	journal	NOUN
easat-1627	580	4	,	,	PUNCT
easat-1627	580	5	107(440	107(440	NUM
easat-1627	580	6	)	)	PUNCT
easat-1627	580	7	,	,	PUNCT
easat-1627	580	8	178	178	NUM
easat-1627	580	9	-	-	SYM
easat-1627	580	10	191	191	NUM
easat-1627	580	11	.	.	PUNCT
easat-1627	581	1	[	[	X
easat-1627	581	2	38	38	NUM
easat-1627	581	3	]	]	X
easat-1627	581	4	engle	engle	PROPN
easat-1627	581	5	,	,	PUNCT
easat-1627	581	6	r.	r.	PROPN
easat-1627	581	7	f.	f.	PROPN
easat-1627	581	8	,	,	PUNCT
easat-1627	581	9	&	&	CCONJ
easat-1627	581	10	granger	granger	PROPN
easat-1627	581	11	,	,	PUNCT
easat-1627	581	12	c.	c.	PROPN
easat-1627	581	13	(	(	PUNCT
easat-1627	581	14	1987	1987	NUM
easat-1627	581	15	,	,	PUNCT
easat-1627	581	16	march	march	PROPN
easat-1627	581	17	)	)	PUNCT
easat-1627	581	18	.	.	PUNCT
easat-1627	582	1	co	co	NOUN
easat-1627	582	2	-	-	NOUN
easat-1627	582	3	integration	integration	NOUN
easat-1627	582	4	and	and	CCONJ
easat-1627	582	5	error	error	NOUN
easat-1627	582	6	correction	correction	NOUN
easat-1627	582	7	:	:	PUNCT
easat-1627	582	8	representation	representation	NOUN
easat-1627	582	9	,	,	PUNCT
easat-1627	582	10	estimation	estimation	NOUN
easat-1627	582	11	,	,	PUNCT
easat-1627	582	12	and	and	CCONJ
easat-1627	582	13	testing	testing	NOUN
easat-1627	582	14	.	.	PUNCT
easat-1627	583	1	https://doi.org/10.2307/1913236	https://doi.org/10.2307/1913236	PROPN
easat-1627	583	2	.	.	PUNCT
easat-1627	584	1	the	the	DET
easat-1627	584	2	econometric	econometric	ADJ
easat-1627	584	3	society	society	NOUN
easat-1627	584	4	,	,	PUNCT
easat-1627	584	5	55(2	55(2	NUM
easat-1627	584	6	)	)	PUNCT
easat-1627	584	7	,	,	PUNCT
easat-1627	584	8	251	251	NUM
easat-1627	584	9	-	-	SYM
easat-1627	584	10	276	276	NUM
easat-1627	584	11	.	.	PUNCT
easat-1627	585	1	[	[	X
easat-1627	585	2	39	39	NUM
easat-1627	585	3	]	]	X
easat-1627	585	4	johansen	johansen	PROPN
easat-1627	585	5	,	,	PUNCT
easat-1627	585	6	s.	s.	PROPN
easat-1627	585	7	,	,	PUNCT
easat-1627	585	8	&	&	CCONJ
easat-1627	585	9	juselius	juselius	PROPN
easat-1627	585	10	,	,	PUNCT
easat-1627	585	11	k.	k.	PROPN
easat-1627	585	12	(	(	PUNCT
easat-1627	585	13	1990	1990	NUM
easat-1627	585	14	,	,	PUNCT
easat-1627	585	15	may	may	AUX
easat-1627	585	16	)	)	PUNCT
easat-1627	585	17	.	.	PUNCT
easat-1627	586	1	maximum	maximum	ADJ
easat-1627	586	2	likelihood	likelihood	NOUN
easat-1627	586	3	estimation	estimation	NOUN
easat-1627	586	4	and	and	CCONJ
easat-1627	586	5	inference	inference	NOUN
easat-1627	586	6	on	on	ADP
easat-1627	586	7	cointegration	cointegration	NOUN
easat-1627	586	8	—	—	PUNCT
easat-1627	586	9	with	with	ADP
easat-1627	586	10	applications	application	NOUN
easat-1627	586	11	to	to	ADP
easat-1627	586	12	the	the	DET
easat-1627	586	13	demand	demand	NOUN
easat-1627	586	14	for	for	ADP
easat-1627	586	15	money	money	NOUN
easat-1627	586	16	.	.	PUNCT
easat-1627	587	1	52(2	52(2	NUM
easat-1627	587	2	)	)	PUNCT
easat-1627	587	3	,	,	PUNCT
easat-1627	587	4	169	169	NUM
easat-1627	587	5	-	-	SYM
easat-1627	587	6	210	210	NUM
easat-1627	587	7	.	.	PUNCT
easat-1627	588	1	[	[	X
easat-1627	588	2	40	40	NUM
easat-1627	588	3	]	]	PUNCT
easat-1627	588	4	phillips	phillip	NOUN
easat-1627	588	5	,	,	PUNCT
easat-1627	588	6	p.	p.	NOUN
easat-1627	588	7	,	,	PUNCT
easat-1627	588	8	&	&	CCONJ
easat-1627	588	9	hansen	hansen	PROPN
easat-1627	588	10	,	,	PUNCT
easat-1627	588	11	b.	b.	PROPN
easat-1627	588	12	e.	e.	PROPN
easat-1627	588	13	(	(	PUNCT
easat-1627	588	14	1990	1990	NUM
easat-1627	588	15	,	,	PUNCT
easat-1627	588	16	january	january	PROPN
easat-1627	588	17	)	)	PUNCT
easat-1627	588	18	.	.	PUNCT
easat-1627	589	1	statistical	statistical	ADJ
easat-1627	589	2	inference	inference	NOUN
easat-1627	589	3	in	in	ADP
easat-1627	589	4	instrumental	instrumental	ADJ
easat-1627	589	5	variables	variable	NOUN
easat-1627	589	6	regression	regression	VERB
easat-1627	589	7	with	with	ADP
easat-1627	589	8	i(1	i(1	PROPN
easat-1627	589	9	)	)	PUNCT
easat-1627	589	10	processes	process	NOUN
easat-1627	589	11	.	.	PUNCT
easat-1627	590	1	https://doi.org/10.2307/2297545	https://doi.org/10.2307/2297545	VERB
easat-1627	590	2	.	.	PUNCT
easat-1627	591	1	the	the	DET
easat-1627	591	2	review	review	NOUN
easat-1627	591	3	of	of	ADP
easat-1627	591	4	economic	economic	ADJ
easat-1627	591	5	studies	study	NOUN
easat-1627	591	6	,	,	PUNCT
easat-1627	591	7	57(1	57(1	NUM
easat-1627	591	8	)	)	PUNCT
easat-1627	591	9	,	,	PUNCT
easat-1627	591	10	99	99	NUM
easat-1627	591	11	-	-	SYM
easat-1627	591	12	125	125	NUM
easat-1627	591	13	.	.	PUNCT
easat-1627	592	1	[	[	X
easat-1627	592	2	41	41	NUM
easat-1627	592	3	]	]	X
easat-1627	592	4	stock	stock	NOUN
easat-1627	592	5	,	,	PUNCT
easat-1627	592	6	j.	j.	PROPN
easat-1627	592	7	h.	h.	PROPN
easat-1627	592	8	,	,	PUNCT
easat-1627	592	9	&	&	CCONJ
easat-1627	592	10	watson	watson	PROPN
easat-1627	592	11	,	,	PUNCT
easat-1627	592	12	m.	m.	PROPN
easat-1627	592	13	w.	w.	PROPN
easat-1627	592	14	(	(	PUNCT
easat-1627	592	15	1993	1993	NUM
easat-1627	592	16	,	,	PUNCT
easat-1627	592	17	july	july	PROPN
easat-1627	592	18	)	)	PUNCT
easat-1627	592	19	.	.	PUNCT
easat-1627	593	1	a	a	DET
easat-1627	593	2	simple	simple	ADJ
easat-1627	593	3	estimator	estimator	NOUN
easat-1627	593	4	of	of	ADP
easat-1627	593	5	cointegrating	cointegrate	VERB
easat-1627	593	6	vectors	vector	NOUN
easat-1627	593	7	in	in	ADP
easat-1627	593	8	higher	high	ADJ
easat-1627	593	9	order	order	NOUN
easat-1627	593	10	integrated	integrate	VERB
easat-1627	593	11	systems	system	NOUN
easat-1627	593	12	.	.	PUNCT
easat-1627	594	1	https://doi.org/10.2307/2951763	https://doi.org/10.2307/2951763	ADJ
easat-1627	594	2	.	.	PUNCT
easat-1627	595	1	the	the	DET
easat-1627	595	2	econometric	econometric	ADJ
easat-1627	595	3	society	society	NOUN
easat-1627	595	4	,	,	PUNCT
easat-1627	595	5	61(4	61(4	NUM
easat-1627	595	6	)	)	PUNCT
easat-1627	595	7	,	,	PUNCT
easat-1627	595	8	783	783	NUM
easat-1627	595	9	-	-	SYM
easat-1627	595	10	820	820	NUM
easat-1627	595	11	.	.	PUNCT
easat-1627	596	1	[	[	X
easat-1627	596	2	42	42	NUM
easat-1627	596	3	]	]	X
easat-1627	596	4	saikkonen	saikkonen	PROPN
easat-1627	596	5	,	,	PUNCT
easat-1627	596	6	p.	p.	NOUN
easat-1627	596	7	(	(	PUNCT
easat-1627	596	8	1991	1991	NUM
easat-1627	596	9	,	,	PUNCT
easat-1627	596	10	march	march	PROPN
easat-1627	596	11	)	)	PUNCT
easat-1627	596	12	.	.	PUNCT
easat-1627	597	1	asymptotically	asymptotically	ADV
easat-1627	597	2	efficient	efficient	ADJ
easat-1627	597	3	estimation	estimation	NOUN
easat-1627	597	4	of	of	ADP
easat-1627	597	5	cointegration	cointegration	NOUN
easat-1627	597	6	regressions	regression	NOUN
easat-1627	597	7	.	.	PUNCT
easat-1627	598	1	econometric	econometric	ADJ
easat-1627	598	2	theory	theory	NOUN
easat-1627	598	3	,	,	PUNCT
easat-1627	598	4	7(1	7(1	NUM
easat-1627	598	5	)	)	PUNCT
easat-1627	598	6	,	,	PUNCT
easat-1627	598	7	1	1	NUM
easat-1627	598	8	-	-	SYM
easat-1627	598	9	21	21	NUM
easat-1627	598	10	.	.	PUNCT
easat-1627	599	1	[	[	X
easat-1627	599	2	43	43	NUM
easat-1627	599	3	]	]	SYM
easat-1627	599	4	masih	masih	PROPN
easat-1627	599	5	,	,	PUNCT
easat-1627	599	6	r.	r.	PROPN
easat-1627	599	7	,	,	PUNCT
easat-1627	599	8	&	&	CCONJ
easat-1627	599	9	masih	masih	PROPN
easat-1627	599	10	,	,	PUNCT
easat-1627	599	11	a.	a.	NOUN
easat-1627	599	12	(	(	PUNCT
easat-1627	599	13	1996	1996	NUM
easat-1627	599	14	,	,	PUNCT
easat-1627	599	15	october	october	PROPN
easat-1627	599	16	)	)	PUNCT
easat-1627	599	17	.	.	PUNCT
easat-1627	600	1	stock	stock	NOUN
easat-1627	600	2	-	-	PUNCT
easat-1627	600	3	watson	watson	PROPN
easat-1627	600	4	dynamic	dynamic	ADJ
easat-1627	600	5	ols	ol	NOUN
easat-1627	600	6	(	(	PUNCT
easat-1627	600	7	dols	dol	NOUN
easat-1627	600	8	)	)	PUNCT
easat-1627	600	9	and	and	CCONJ
easat-1627	600	10	error	error	NOUN
easat-1627	600	11	-	-	PUNCT
easat-1627	600	12	correction	correction	NOUN
easat-1627	600	13	modelling	model	VERB
easat-1627	600	14	approaches	approach	NOUN
easat-1627	600	15	to	to	ADP
easat-1627	600	16	estimating	estimate	VERB
easat-1627	600	17	longand	longand	NOUN
easat-1627	600	18	short	short	ADJ
easat-1627	600	19	-	-	PUNCT
easat-1627	600	20	run	run	NOUN
easat-1627	600	21	elasticities	elasticity	NOUN
easat-1627	600	22	in	in	ADP
easat-1627	600	23	a	a	DET
easat-1627	600	24	demand	demand	NOUN
easat-1627	600	25	function	function	NOUN
easat-1627	600	26	:	:	PUNCT
easat-1627	600	27	new	new	ADJ
easat-1627	600	28	evidence	evidence	NOUN
easat-1627	600	29	and	and	CCONJ
easat-1627	600	30	methodological	methodological	ADJ
easat-1627	600	31	implications	implication	NOUN
easat-1627	600	32	from	from	ADP
easat-1627	600	33	an	an	DET
easat-1627	600	34	application	application	NOUN
easat-1627	600	35	to	to	ADP
easat-1627	600	36	the	the	DET
easat-1627	600	37	demand	demand	NOUN
easat-1627	600	38	for	for	ADP
easat-1627	600	39	coal	coal	NOUN
easat-1627	600	40	in	in	ADP
easat-1627	600	41	mainland	mainland	PROPN
easat-1627	600	42	china	china	PROPN
easat-1627	600	43	.	.	PUNCT
easat-1627	601	1	science	science	PROPN
easat-1627	601	2	direct	direct	PROPN
easat-1627	601	3	,	,	PUNCT
easat-1627	601	4	18(4	18(4	NUM
easat-1627	601	5	)	)	PUNCT
easat-1627	601	6	,	,	PUNCT
easat-1627	601	7	315	315	NUM
easat-1627	601	8	-	-	SYM
easat-1627	601	9	334	334	NUM
easat-1627	601	10	.	.	PUNCT
easat-1627	602	1	[	[	X
easat-1627	602	2	44	44	NUM
easat-1627	602	3	]	]	X
easat-1627	602	4	kurozumi	kurozumi	PROPN
easat-1627	602	5	,	,	PUNCT
easat-1627	602	6	e.	e.	PROPN
easat-1627	602	7	,	,	PUNCT
easat-1627	602	8	&	&	CCONJ
easat-1627	602	9	hayakawa	hayakawa	PROPN
easat-1627	602	10	,	,	PUNCT
easat-1627	602	11	k.	k.	PROPN
easat-1627	602	12	(	(	PUNCT
easat-1627	602	13	2009	2009	NUM
easat-1627	602	14	)	)	PUNCT
easat-1627	602	15	.	.	PUNCT
easat-1627	603	1	asymptotic	asymptotic	ADJ
easat-1627	603	2	properties	property	NOUN
easat-1627	603	3	of	of	ADP
easat-1627	603	4	the	the	DET
easat-1627	603	5	efficient	efficient	ADJ
easat-1627	603	6	estimators	estimator	NOUN
easat-1627	603	7	for	for	ADP
easat-1627	603	8	cointegrating	cointegrate	VERB
easat-1627	603	9	regression	regression	NOUN
easat-1627	603	10	models	model	NOUN
easat-1627	603	11	with	with	ADP
easat-1627	603	12	serially	serially	ADV
easat-1627	603	13	dependent	dependent	ADJ
easat-1627	603	14	errors	error	NOUN
easat-1627	603	15	.	.	PUNCT
easat-1627	604	1	journal	journal	NOUN
easat-1627	604	2	of	of	ADP
easat-1627	604	3	econometrics	econometric	NOUN
easat-1627	604	4	,	,	PUNCT
easat-1627	604	5	149(2	149(2	NUM
easat-1627	604	6	)	)	PUNCT
easat-1627	604	7	,	,	PUNCT
easat-1627	604	8	118–135	118–135	NUM
easat-1627	604	9	.	.	PUNCT
easat-1627	605	1	[	[	X
easat-1627	605	2	45	45	NUM
easat-1627	605	3	]	]	PUNCT
easat-1627	605	4	herzer	herzer	NOUN
easat-1627	605	5	,	,	PUNCT
easat-1627	605	6	d.	d.	PROPN
easat-1627	605	7	,	,	PUNCT
easat-1627	605	8	&	&	CCONJ
easat-1627	605	9	nowak	nowak	PROPN
easat-1627	605	10	-	-	PUNCT
easat-1627	605	11	lehmann	lehmann	PROPN
easat-1627	605	12	,	,	PUNCT
easat-1627	605	13	f.	f.	PROPN
easat-1627	605	14	(	(	PUNCT
easat-1627	605	15	2006	2006	NUM
easat-1627	605	16	)	)	PUNCT
easat-1627	605	17	.	.	PUNCT
easat-1627	606	1	is	be	AUX
easat-1627	606	2	there	there	PRON
easat-1627	606	3	a	a	DET
easat-1627	606	4	long	long	ADV
easat-1627	606	5	-	-	PUNCT
easat-1627	606	6	run	run	NOUN
easat-1627	606	7	relationship	relationship	NOUN
easat-1627	606	8	between	between	ADP
easat-1627	606	9	exports	export	NOUN
easat-1627	606	10	and	and	CCONJ
easat-1627	606	11	imports	import	NOUN
easat-1627	606	12	in	in	ADP
easat-1627	606	13	chile	chile	PROPN
easat-1627	606	14	?	?	PUNCT
easat-1627	607	1	taylor	taylor	PROPN
easat-1627	607	2	&	&	CCONJ
easat-1627	607	3	francis	francis	PROPN
easat-1627	607	4	journal	journal	PROPN
easat-1627	607	5	,	,	PUNCT
easat-1627	607	6	13(15	13(15	NUM
easat-1627	607	7	)	)	PUNCT
easat-1627	607	8	,	,	PUNCT
easat-1627	607	9	981	981	NUM
easat-1627	607	10	-	-	SYM
easat-1627	607	11	986	986	NUM
easat-1627	607	12	.	.	PUNCT
easat-1627	608	1	[	[	X
easat-1627	608	2	46	46	NUM
easat-1627	608	3	]	]	X
easat-1627	608	4	imf	imf	PROPN
easat-1627	608	5	.	.	PUNCT
easat-1627	608	6	(	(	PUNCT
easat-1627	608	7	2022	2022	NUM
easat-1627	608	8	)	)	PUNCT
easat-1627	608	9	.	.	PUNCT
easat-1627	609	1	food	food	NOUN
easat-1627	609	2	insecurity	insecurity	NOUN
easat-1627	609	3	in	in	ADP
easat-1627	609	4	somalia	somalia	PROPN
easat-1627	609	5	.	.	PUNCT
easat-1627	610	1	international	international	ADJ
easat-1627	610	2	monetary	monetary	ADJ
easat-1627	610	3	fund	fund	NOUN
easat-1627	610	4	.	.	PUNCT
easat-1627	611	1	international	international	ADJ
easat-1627	611	2	monetary	monetary	ADJ
easat-1627	611	3	fund	fund	NOUN
easat-1627	611	4	(	(	PUNCT
easat-1627	611	5	imf	imf	PROPN
easat-1627	611	6	)	)	PUNCT
easat-1627	611	7	.	.	PUNCT
easat-1627	612	1	middle	middle	PROPN
easat-1627	612	2	east	east	PROPN
easat-1627	612	3	and	and	CCONJ
easat-1627	612	4	central	central	PROPN
easat-1627	612	5	asia	asia	PROPN
easat-1627	612	6	department	department	PROPN
easat-1627	612	7	.	.	PUNCT
easat-1627	613	1	[	[	X
easat-1627	613	2	47	47	NUM
easat-1627	613	3	]	]	PUNCT
easat-1627	613	4	world	world	PROPN
easat-1627	613	5	bank	bank	PROPN
easat-1627	613	6	&	&	CCONJ
easat-1627	613	7	fao	fao	PROPN
easat-1627	613	8	.	.	PUNCT
easat-1627	614	1	(	(	PUNCT
easat-1627	614	2	2018	2018	NUM
easat-1627	614	3	)	)	PUNCT
easat-1627	614	4	.	.	PUNCT
easat-1627	615	1	rebuilding	rebuild	VERB
easat-1627	615	2	resilient	resilient	ADJ
easat-1627	615	3	and	and	CCONJ
easat-1627	615	4	sustainable	sustainable	ADJ
easat-1627	615	5	agriculture	agriculture	NOUN
easat-1627	615	6	in	in	ADP
easat-1627	615	7	somalia	somalia	PROPN
easat-1627	615	8	.	.	PUNCT
easat-1627	616	1	the	the	DET
easat-1627	616	2	world	world	PROPN
easat-1627	616	3	bank	bank	PROPN
easat-1627	616	4	(	(	PUNCT
easat-1627	616	5	wb	wb	PROPN
easat-1627	616	6	)	)	PUNCT
easat-1627	616	7	and	and	CCONJ
easat-1627	616	8	food	food	NOUN
easat-1627	616	9	and	and	CCONJ
easat-1627	616	10	agriculture	agriculture	NOUN
easat-1627	616	11	organization	organization	NOUN
easat-1627	616	12	(	(	PUNCT
easat-1627	616	13	fao	fao	PROPN
easat-1627	616	14	)	)	PUNCT
easat-1627	616	15	.	.	PUNCT
easat-1627	617	1	international	international	ADJ
easat-1627	617	2	bank	bank	PROPN
easat-1627	617	3	for	for	ADP
easat-1627	617	4	reconstruction	reconstruction	NOUN
easat-1627	617	5	and	and	CCONJ
easat-1627	617	6	development	development	NOUN
easat-1627	617	7	/	/	SYM
easat-1627	617	8	the	the	DET
easat-1627	617	9	world	world	PROPN
easat-1627	617	10	bank	bank	PROPN
easat-1627	617	11	and	and	CCONJ
easat-1627	617	12	the	the	DET
easat-1627	617	13	food	food	NOUN
easat-1627	617	14	and	and	CCONJ
easat-1627	617	15	agriculture	agriculture	NOUN
easat-1627	617	16	organization	organization	NOUN
easat-1627	617	17	of	of	ADP
easat-1627	617	18	the	the	DET
easat-1627	617	19	united	united	PROPN
easat-1627	617	20	nations	nations	PROPN
easat-1627	617	21	.	.	PUNCT