id	sid	tid	token	lemma	pos
ajase-655	1	1	pa	pa	PROPN
ajase-655	1	2	ge	ge	PROPN
ajase-655	1	3	1	1	NUM
ajase-655	1	4	pa	pa	PROPN
ajase-655	1	5	ge	ge	PROPN
ajase-655	1	6	15	15	NUM
ajase-655	1	7	american	american	PROPN
ajase-655	1	8	journal	journal	PROPN
ajase-655	1	9	of	of	ADP
ajase-655	1	10	applied	apply	VERB
ajase-655	1	11	statistics	statistic	NOUN
ajase-655	1	12	and	and	CCONJ
ajase-655	1	13	economics	economic	NOUN
ajase-655	1	14	(	(	PUNCT
ajase-655	1	15	ajase	ajase	ADJ
ajase-655	1	16	)	)	PUNCT
ajase-655	1	17	factors	factor	NOUN
ajase-655	1	18	affecting	affect	VERB
ajase-655	1	19	adaptation	adaptation	NOUN
ajase-655	1	20	strategies	strategy	NOUN
ajase-655	1	21	of	of	ADP
ajase-655	1	22	small	small	ADJ
ajase-655	1	23	holder	holder	NOUN
ajase-655	1	24	farmer	farmer	NOUN
ajase-655	1	25	’s	’s	PART
ajase-655	1	26	to	to	ADP
ajase-655	1	27	climate	climate	NOUN
ajase-655	1	28	changes	change	NOUN
ajase-655	1	29	:	:	PUNCT
ajase-655	1	30	evidence	evidence	NOUN
ajase-655	1	31	from	from	ADP
ajase-655	1	32	dale	dale	PROPN
ajase-655	1	33	woreda	woreda	NOUN
ajase-655	1	34	in	in	ADP
ajase-655	1	35	sidama	sidama	PROPN
ajase-655	1	36	regional	regional	PROPN
ajase-655	1	37	state	state	PROPN
ajase-655	1	38	,	,	PUNCT
ajase-655	1	39	ethiopia	ethiopia	PROPN
ajase-655	1	40	gezahegn	gezahegn	PROPN
ajase-655	1	41	belguda	belguda	PROPN
ajase-655	1	42	baramo1	baramo1	PROPN
ajase-655	1	43	*	*	PROPN
ajase-655	1	44	volume	volume	NOUN
ajase-655	1	45	2	2	NUM
ajase-655	1	46	issue	issue	NOUN
ajase-655	1	47	1	1	NUM
ajase-655	1	48	,	,	PUNCT
ajase-655	1	49	year	year	NOUN
ajase-655	1	50	2023	2023	NUM
ajase-655	1	51	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	1	52	article	article	NOUN
ajase-655	1	53	information	information	NOUN
ajase-655	1	54	abstract	abstract	ADV
ajase-655	1	55	received	receive	VERB
ajase-655	1	56	:	:	PUNCT
ajase-655	1	57	september	september	PROPN
ajase-655	1	58	25	25	NUM
ajase-655	1	59	,	,	PUNCT
ajase-655	1	60	2022	2022	NUM
ajase-655	1	61	accepted	accept	VERB
ajase-655	1	62	:	:	PUNCT
ajase-655	1	63	may	may	AUX
ajase-655	1	64	15	15	NUM
ajase-655	1	65	,	,	PUNCT
ajase-655	1	66	2023	2023	NUM
ajase-655	1	67	published	publish	VERB
ajase-655	1	68	:	:	PUNCT
ajase-655	1	69	may	may	AUX
ajase-655	1	70	23	23	NUM
ajase-655	1	71	,	,	PUNCT
ajase-655	1	72	2023	2023	NUM
ajase-655	1	73	the	the	DET
ajase-655	1	74	objective	objective	NOUN
ajase-655	1	75	of	of	ADP
ajase-655	1	76	this	this	DET
ajase-655	1	77	study	study	NOUN
ajase-655	1	78	was	be	AUX
ajase-655	1	79	to	to	ADP
ajase-655	1	80	analyzing	analyze	VERB
ajase-655	1	81	factors	factor	NOUN
ajase-655	1	82	that	that	PRON
ajase-655	1	83	affect	affect	VERB
ajase-655	1	84	smallholder	smallholder	NOUN
ajase-655	1	85	farmers	farmer	NOUN
ajase-655	1	86	’	’	PART
ajase-655	1	87	choice	choice	NOUN
ajase-655	1	88	of	of	ADP
ajase-655	1	89	adaptation	adaptation	NOUN
ajase-655	1	90	strategy	strategy	NOUN
ajase-655	1	91	and	and	CCONJ
ajase-655	1	92	identifies	identify	VERB
ajase-655	1	93	adaptation	adaptation	NOUN
ajase-655	1	94	measures	measure	NOUN
ajase-655	1	95	to	to	PART
ajase-655	1	96	climate	climate	NOUN
ajase-655	1	97	change	change	NOUN
ajase-655	1	98	in	in	ADP
ajase-655	1	99	ethiopia	ethiopia	PROPN
ajase-655	1	100	using	use	VERB
ajase-655	1	101	dale	dale	PROPN
ajase-655	1	102	woreda	woreda	NOUN
ajase-655	1	103	as	as	ADP
ajase-655	1	104	a	a	DET
ajase-655	1	105	case	case	NOUN
ajase-655	1	106	study	study	NOUN
ajase-655	1	107	.	.	PUNCT
ajase-655	2	1	the	the	DET
ajase-655	2	2	data	datum	NOUN
ajase-655	2	3	was	be	AUX
ajase-655	2	4	collected	collect	VERB
ajase-655	2	5	from	from	ADP
ajase-655	2	6	359	359	NUM
ajase-655	2	7	sample	sample	NOUN
ajase-655	2	8	households	household	NOUN
ajase-655	2	9	using	use	VERB
ajase-655	2	10	a	a	DET
ajase-655	2	11	survey	survey	NOUN
ajase-655	2	12	questionnaire	questionnaire	NOUN
ajase-655	2	13	and	and	CCONJ
ajase-655	2	14	was	be	AUX
ajase-655	2	15	analyzed	analyze	VERB
ajase-655	2	16	using	use	VERB
ajase-655	2	17	both	both	CCONJ
ajase-655	2	18	descriptive	descriptive	ADJ
ajase-655	2	19	statistics	statistic	NOUN
ajase-655	2	20	and	and	CCONJ
ajase-655	2	21	econometric	econometric	ADJ
ajase-655	2	22	methods	method	NOUN
ajase-655	2	23	.	.	PUNCT
ajase-655	3	1	multinomial	multinomial	PROPN
ajase-655	3	2	logit	logit	PROPN
ajase-655	3	3	model	model	NOUN
ajase-655	3	4	(	(	PUNCT
ajase-655	3	5	mnl	mnl	NOUN
ajase-655	3	6	)	)	PUNCT
ajase-655	3	7	was	be	AUX
ajase-655	3	8	used	use	VERB
ajase-655	3	9	to	to	PART
ajase-655	3	10	identify	identify	VERB
ajase-655	3	11	factors	factor	NOUN
ajase-655	3	12	influencing	influence	VERB
ajase-655	3	13	smallholder	smallholder	NOUN
ajase-655	3	14	farmers	farmer	NOUN
ajase-655	3	15	’	’	PART
ajase-655	3	16	choice	choice	NOUN
ajase-655	3	17	of	of	ADP
ajase-655	3	18	adaptation	adaptation	NOUN
ajase-655	3	19	strategies	strategy	NOUN
ajase-655	3	20	to	to	PART
ajase-655	3	21	climate	climate	VERB
ajase-655	3	22	change	change	NOUN
ajase-655	3	23	and	and	CCONJ
ajase-655	3	24	variability	variability	NOUN
ajase-655	3	25	.	.	PUNCT
ajase-655	4	1	the	the	DET
ajase-655	4	2	adaptation	adaptation	NOUN
ajase-655	4	3	strategies	strategy	NOUN
ajase-655	4	4	considered	consider	VERB
ajase-655	4	5	in	in	ADP
ajase-655	4	6	the	the	DET
ajase-655	4	7	mnl	mnl	NOUN
ajase-655	4	8	model	model	NOUN
ajase-655	4	9	were	be	AUX
ajase-655	4	10	crop	crop	NOUN
ajase-655	4	11	diversification	diversification	NOUN
ajase-655	4	12	,	,	PUNCT
ajase-655	4	13	growing	grow	VERB
ajase-655	4	14	drought	drought	ADJ
ajase-655	4	15	tolerant	tolerant	ADJ
ajase-655	4	16	crop	crop	NOUN
ajase-655	4	17	,	,	PUNCT
ajase-655	4	18	soil	soil	NOUN
ajase-655	4	19	and	and	CCONJ
ajase-655	4	20	water	water	NOUN
ajase-655	4	21	management	management	NOUN
ajase-655	4	22	,	,	PUNCT
ajase-655	4	23	early	early	ADJ
ajase-655	4	24	and	and	CCONJ
ajase-655	4	25	late	late	ADJ
ajase-655	4	26	planting	planting	NOUN
ajase-655	4	27	and	and	CCONJ
ajase-655	4	28	small	small	ADJ
ajase-655	4	29	scale	scale	NOUN
ajase-655	4	30	irrigation	irrigation	NOUN
ajase-655	4	31	practice	practice	NOUN
ajase-655	4	32	.	.	PUNCT
ajase-655	5	1	the	the	DET
ajase-655	5	2	result	result	NOUN
ajase-655	5	3	from	from	ADP
ajase-655	5	4	the	the	DET
ajase-655	5	5	multinomial	multinomial	ADJ
ajase-655	5	6	logit	logit	PROPN
ajase-655	5	7	analysis	analysis	NOUN
ajase-655	5	8	showed	show	VERB
ajase-655	5	9	that	that	SCONJ
ajase-655	5	10	sex	sex	NOUN
ajase-655	5	11	,	,	PUNCT
ajase-655	5	12	education	education	NOUN
ajase-655	5	13	,	,	PUNCT
ajase-655	5	14	farm	farm	NOUN
ajase-655	5	15	experience	experience	NOUN
ajase-655	5	16	,	,	PUNCT
ajase-655	5	17	family	family	NOUN
ajase-655	5	18	size	size	NOUN
ajase-655	5	19	,	,	PUNCT
ajase-655	5	20	farm	farm	NOUN
ajase-655	5	21	income	income	NOUN
ajase-655	5	22	,	,	PUNCT
ajase-655	5	23	farm	farm	NOUN
ajase-655	5	24	size	size	NOUN
ajase-655	5	25	,	,	PUNCT
ajase-655	5	26	distance	distance	NOUN
ajase-655	5	27	to	to	ADP
ajase-655	5	28	the	the	DET
ajase-655	5	29	market	market	NOUN
ajase-655	5	30	,	,	PUNCT
ajase-655	5	31	soil	soil	NOUN
ajase-655	5	32	fertility	fertility	NOUN
ajase-655	5	33	,	,	PUNCT
ajase-655	5	34	access	access	NOUN
ajase-655	5	35	to	to	ADP
ajase-655	5	36	credit	credit	NOUN
ajase-655	5	37	,	,	PUNCT
ajase-655	5	38	access	access	NOUN
ajase-655	5	39	to	to	ADP
ajase-655	5	40	climate	climate	NOUN
ajase-655	5	41	information	information	NOUN
ajase-655	5	42	,	,	PUNCT
ajase-655	5	43	and	and	CCONJ
ajase-655	5	44	extension	extension	NOUN
ajase-655	5	45	access	access	NOUN
ajase-655	5	46	were	be	AUX
ajase-655	5	47	significant	significant	ADJ
ajase-655	5	48	factors	factor	NOUN
ajase-655	5	49	influencing	influence	VERB
ajase-655	5	50	smallholder	smallholder	NOUN
ajase-655	5	51	farmers	farmer	NOUN
ajase-655	5	52	’	’	PART
ajase-655	5	53	adaptation	adaptation	NOUN
ajase-655	5	54	strategies	strategy	NOUN
ajase-655	5	55	.	.	PUNCT
ajase-655	6	1	a	a	DET
ajase-655	6	2	unit	unit	NOUN
ajase-655	6	3	increases	increase	VERB
ajase-655	6	4	in	in	ADP
ajase-655	6	5	number	number	NOUN
ajase-655	6	6	of	of	ADP
ajase-655	6	7	years	year	NOUN
ajase-655	6	8	of	of	ADP
ajase-655	6	9	education	education	NOUN
ajase-655	6	10	could	could	AUX
ajase-655	6	11	increase	increase	VERB
ajase-655	6	12	8.1	8.1	NUM
ajase-655	6	13	%	%	NOUN
ajase-655	6	14	of	of	ADP
ajase-655	6	15	the	the	DET
ajase-655	6	16	likelihood	likelihood	NOUN
ajase-655	6	17	of	of	ADP
ajase-655	6	18	adopting	adopt	VERB
ajase-655	6	19	crop	crop	NOUN
ajase-655	6	20	diversification	diversification	NOUN
ajase-655	6	21	,	,	PUNCT
ajase-655	6	22	1.8	1.8	NUM
ajase-655	6	23	%	%	NOUN
ajase-655	6	24	of	of	ADP
ajase-655	6	25	the	the	DET
ajase-655	6	26	likelihood	likelihood	NOUN
ajase-655	6	27	of	of	ADP
ajase-655	6	28	adopting	adopt	VERB
ajase-655	6	29	growing	grow	VERB
ajase-655	6	30	drought	drought	ADJ
ajase-655	6	31	tolerant	tolerant	ADJ
ajase-655	6	32	crop	crop	NOUN
ajase-655	6	33	and	and	CCONJ
ajase-655	6	34	1.2	1.2	NUM
ajase-655	6	35	%	%	NOUN
ajase-655	6	36	of	of	ADP
ajase-655	6	37	the	the	DET
ajase-655	6	38	likelihood	likelihood	NOUN
ajase-655	6	39	of	of	ADP
ajase-655	6	40	early	early	ADJ
ajase-655	6	41	and	and	CCONJ
ajase-655	6	42	late	late	ADJ
ajase-655	6	43	planting	planting	NOUN
ajase-655	6	44	as	as	ADP
ajase-655	6	45	adaptation	adaptation	NOUN
ajase-655	6	46	measures	measure	NOUN
ajase-655	6	47	.	.	PUNCT
ajase-655	7	1	the	the	DET
ajase-655	7	2	basic	basic	ADJ
ajase-655	7	3	barriers	barrier	NOUN
ajase-655	7	4	to	to	ADP
ajase-655	7	5	climate	climate	NOUN
ajase-655	7	6	change	change	NOUN
ajase-655	7	7	adaptation	adaptation	NOUN
ajase-655	7	8	on	on	ADP
ajase-655	7	9	the	the	DET
ajase-655	7	10	farmers	farmer	NOUN
ajase-655	7	11	’	’	PART
ajase-655	7	12	side	side	NOUN
ajase-655	7	13	are	be	AUX
ajase-655	7	14	lack	lack	NOUN
ajase-655	7	15	of	of	ADP
ajase-655	7	16	credit	credit	NOUN
ajase-655	7	17	access	access	NOUN
ajase-655	7	18	,	,	PUNCT
ajase-655	7	19	lack	lack	NOUN
ajase-655	7	20	of	of	ADP
ajase-655	7	21	knowledge	knowledge	NOUN
ajase-655	7	22	,	,	PUNCT
ajase-655	7	23	lack	lack	NOUN
ajase-655	7	24	of	of	ADP
ajase-655	7	25	support	support	NOUN
ajase-655	7	26	from	from	ADP
ajase-655	7	27	government	government	NOUN
ajase-655	7	28	,	,	PUNCT
ajase-655	7	29	shortage	shortage	NOUN
ajase-655	7	30	of	of	ADP
ajase-655	7	31	farm	farm	NOUN
ajase-655	7	32	land	land	NOUN
ajase-655	7	33	,	,	PUNCT
ajase-655	7	34	lack	lack	NOUN
ajase-655	7	35	of	of	ADP
ajase-655	7	36	climate	climate	NOUN
ajase-655	7	37	information	information	NOUN
ajase-655	7	38	and	and	CCONJ
ajase-655	7	39	lack	lack	NOUN
ajase-655	7	40	of	of	ADP
ajase-655	7	41	climate	climate	NOUN
ajase-655	7	42	related	relate	VERB
ajase-655	7	43	problem	problem	NOUN
ajase-655	7	44	.	.	PUNCT
ajase-655	8	1	therefore	therefore	ADV
ajase-655	8	2	,	,	PUNCT
ajase-655	8	3	expanding	expand	VERB
ajase-655	8	4	extension	extension	NOUN
ajase-655	8	5	service	service	NOUN
ajase-655	8	6	,	,	PUNCT
ajase-655	8	7	improving	improve	VERB
ajase-655	8	8	the	the	DET
ajase-655	8	9	availability	availability	NOUN
ajase-655	8	10	of	of	ADP
ajase-655	8	11	credit	credit	NOUN
ajase-655	8	12	and	and	CCONJ
ajase-655	8	13	enhancing	enhance	VERB
ajase-655	8	14	research	research	NOUN
ajase-655	8	15	on	on	ADP
ajase-655	8	16	use	use	NOUN
ajase-655	8	17	of	of	ADP
ajase-655	8	18	new	new	ADJ
ajase-655	8	19	crop	crop	NOUN
ajase-655	8	20	diversification	diversification	NOUN
ajase-655	8	21	and	and	CCONJ
ajase-655	8	22	distributing	distribute	VERB
ajase-655	8	23	drought	drought	NOUN
ajase-655	8	24	tolerant	tolerant	ADJ
ajase-655	8	25	crop	crop	NOUN
ajase-655	8	26	varieties	variety	NOUN
ajase-655	8	27	and	and	CCONJ
ajase-655	8	28	encouraging	encourage	VERB
ajase-655	8	29	continuous	continuous	ADJ
ajase-655	8	30	climate	climate	NOUN
ajase-655	8	31	training	training	NOUN
ajase-655	8	32	center	center	NOUN
ajase-655	8	33	,	,	PUNCT
ajase-655	8	34	disseminating	disseminate	VERB
ajase-655	8	35	climate	climate	NOUN
ajase-655	8	36	information	information	NOUN
ajase-655	8	37	by	by	ADP
ajase-655	8	38	local	local	ADJ
ajase-655	8	39	language	language	NOUN
ajase-655	8	40	through	through	ADP
ajase-655	8	41	social	social	ADJ
ajase-655	8	42	media	medium	NOUN
ajase-655	8	43	and	and	CCONJ
ajase-655	8	44	providing	provide	VERB
ajase-655	8	45	modern	modern	ADJ
ajase-655	8	46	tool	tool	NOUN
ajase-655	8	47	for	for	ADP
ajase-655	8	48	soil	soil	NOUN
ajase-655	8	49	and	and	CCONJ
ajase-655	8	50	water	water	NOUN
ajase-655	8	51	management	management	NOUN
ajase-655	8	52	and	and	CCONJ
ajase-655	8	53	small	small	ADJ
ajase-655	8	54	scale	scale	NOUN
ajase-655	8	55	irrigation	irrigation	NOUN
ajase-655	8	56	by	by	ADP
ajase-655	8	57	government	government	NOUN
ajase-655	8	58	are	be	AUX
ajase-655	8	59	more	more	ADV
ajase-655	8	60	suited	suited	ADJ
ajase-655	8	61	in	in	ADP
ajase-655	8	62	three	three	NUM
ajase-655	8	63	agro	agro	ADJ
ajase-655	8	64	-	-	PUNCT
ajase-655	8	65	ecological	ecological	ADJ
ajase-655	8	66	zones	zone	NOUN
ajase-655	8	67	.	.	PUNCT
ajase-655	9	1	keywords	keyword	VERB
ajase-655	9	2	climate	climate	NOUN
ajase-655	9	3	change	change	NOUN
ajase-655	9	4	,	,	PUNCT
ajase-655	9	5	adaptation	adaptation	NOUN
ajase-655	9	6	,	,	PUNCT
ajase-655	9	7	adaptation	adaptation	NOUN
ajase-655	9	8	strategy	strategy	NOUN
ajase-655	9	9	,	,	PUNCT
ajase-655	9	10	multinomial	multinomial	PROPN
ajase-655	9	11	logit	logit	PROPN
ajase-655	9	12	model	model	NOUN
ajase-655	9	13	,	,	PUNCT
ajase-655	9	14	dale	dale	PROPN
ajase-655	9	15	woreda	woreda	NOUN
ajase-655	9	16	1	1	NUM
ajase-655	9	17	furra	furra	PROPN
ajase-655	9	18	college	college	PROPN
ajase-655	9	19	,	,	PUNCT
ajase-655	9	20	yirgalem	yirgalem	PROPN
ajase-655	9	21	campus	campus	PROPN
ajase-655	9	22	,	,	PUNCT
ajase-655	9	23	sidama	sidama	PROPN
ajase-655	9	24	,	,	PUNCT
ajase-655	9	25	ethiopia	ethiopia	PROPN
ajase-655	9	26	*	*	SYM
ajase-655	9	27	corresponding	correspond	VERB
ajase-655	9	28	author	author	NOUN
ajase-655	9	29	’s	’s	PART
ajase-655	9	30	e	e	NOUN
ajase-655	9	31	-	-	NOUN
ajase-655	9	32	mail	mail	NOUN
ajase-655	9	33	:	:	PUNCT
ajase-655	9	34	gezahegnbelg@gmail.com	gezahegnbelg@gmail.com	X
ajase-655	9	35	introduction	introduction	NOUN
ajase-655	9	36	the	the	DET
ajase-655	9	37	impacts	impact	NOUN
ajase-655	9	38	of	of	ADP
ajase-655	9	39	climate	climate	NOUN
ajase-655	9	40	change	change	NOUN
ajase-655	9	41	are	be	AUX
ajase-655	9	42	experienced	experience	VERB
ajase-655	9	43	to	to	ADP
ajase-655	9	44	changing	change	VERB
ajase-655	9	45	degrees	degree	NOUN
ajase-655	9	46	across	across	ADP
ajase-655	9	47	and	and	CCONJ
ajase-655	9	48	within	within	ADP
ajase-655	9	49	countries	country	NOUN
ajase-655	9	50	due	due	ADP
ajase-655	9	51	to	to	ADP
ajase-655	9	52	contrast	contrast	NOUN
ajase-655	9	53	in	in	ADP
ajase-655	9	54	exposure	exposure	NOUN
ajase-655	9	55	,	,	PUNCT
ajase-655	9	56	susceptibility	susceptibility	NOUN
ajase-655	9	57	and	and	CCONJ
ajase-655	9	58	coping	cope	VERB
ajase-655	9	59	capacities	capacity	NOUN
ajase-655	9	60	.	.	PUNCT
ajase-655	10	1	small	small	ADJ
ajase-655	10	2	holder	holder	NOUN
ajase-655	10	3	farmers	farmer	NOUN
ajase-655	10	4	in	in	ADP
ajase-655	10	5	sub	sub	NOUN
ajase-655	10	6	-sahara	-sahara	PROPN
ajase-655	10	7	region	region	NOUN
ajase-655	10	8	in	in	ADP
ajase-655	10	9	general	general	ADJ
ajase-655	10	10	and	and	CCONJ
ajase-655	10	11	eastern	eastern	PROPN
ajase-655	10	12	africa	africa	PROPN
ajase-655	10	13	countries	country	NOUN
ajase-655	10	14	in	in	ADP
ajase-655	10	15	particular	particular	ADJ
ajase-655	10	16	are	be	AUX
ajase-655	10	17	facing	face	VERB
ajase-655	10	18	considerable	considerable	ADJ
ajase-655	10	19	multifaceted	multifaceted	ADJ
ajase-655	10	20	challenges	challenge	NOUN
ajase-655	10	21	(	(	PUNCT
ajase-655	10	22	yaro	yaro	NOUN
ajase-655	10	23	,	,	PUNCT
ajase-655	10	24	2013	2013	NUM
ajase-655	10	25	;	;	PUNCT
ajase-655	10	26	ipcc	ipcc	NOUN
ajase-655	10	27	,	,	PUNCT
ajase-655	10	28	2007	2007	NUM
ajase-655	10	29	)	)	PUNCT
ajase-655	10	30	.	.	PUNCT
ajase-655	11	1	developing	develop	VERB
ajase-655	11	2	countries	country	NOUN
ajase-655	11	3	,	,	PUNCT
ajase-655	11	4	particularly	particularly	ADV
ajase-655	11	5	small	small	ADJ
ajase-655	11	6	island	island	NOUN
ajase-655	11	7	developing	develop	VERB
ajase-655	11	8	states	state	NOUN
ajase-655	11	9	,	,	PUNCT
ajase-655	11	10	face	face	VERB
ajase-655	11	11	disproportionate	disproportionate	ADJ
ajase-655	11	12	risks	risk	NOUN
ajase-655	11	13	from	from	ADP
ajase-655	11	14	an	an	DET
ajase-655	11	15	altered	altered	ADJ
ajase-655	11	16	climate	climate	NOUN
ajase-655	11	17	,	,	PUNCT
ajase-655	11	18	while	while	SCONJ
ajase-655	11	19	high	high	ADJ
ajase-655	11	20	-	-	PUNCT
ajase-655	11	21	income	income	NOUN
ajase-655	11	22	countries	country	NOUN
ajase-655	11	23	are	be	AUX
ajase-655	11	24	generally	generally	ADV
ajase-655	11	25	less	less	ADV
ajase-655	11	26	vulnerable	vulnerable	ADJ
ajase-655	11	27	and	and	CCONJ
ajase-655	11	28	more	more	ADV
ajase-655	11	29	resilient	resilient	ADJ
ajase-655	11	30	.	.	PUNCT
ajase-655	12	1	within	within	ADP
ajase-655	12	2	countries	country	NOUN
ajase-655	12	3	,	,	PUNCT
ajase-655	12	4	people	people	NOUN
ajase-655	12	5	living	live	VERB
ajase-655	12	6	in	in	ADP
ajase-655	12	7	poverty	poverty	NOUN
ajase-655	12	8	and	and	CCONJ
ajase-655	12	9	other	other	ADJ
ajase-655	12	10	vulnerable	vulnerable	ADJ
ajase-655	12	11	groups	group	NOUN
ajase-655	12	12	including	include	VERB
ajase-655	12	13	smallholder	smallholder	NOUN
ajase-655	12	14	farmers	farmer	NOUN
ajase-655	12	15	,	,	PUNCT
ajase-655	12	16	indigenous	indigenous	ADJ
ajase-655	12	17	peoples	people	NOUN
ajase-655	12	18	and	and	CCONJ
ajase-655	12	19	rural	rural	ADJ
ajase-655	12	20	coastal	coastal	ADJ
ajase-655	12	21	populations	population	NOUN
ajase-655	12	22	are	be	AUX
ajase-655	12	23	more	more	ADV
ajase-655	12	24	vulnerable	vulnerable	ADJ
ajase-655	12	25	to	to	ADP
ajase-655	12	26	climate	climate	NOUN
ajase-655	12	27	alter	alter	NOUN
ajase-655	12	28	and	and	CCONJ
ajase-655	12	29	incur	incur	VERB
ajase-655	12	30	greater	great	ADJ
ajase-655	12	31	looseness	looseness	NOUN
ajase-655	12	32	from	from	ADP
ajase-655	12	33	it	it	PRON
ajase-655	12	34	,	,	PUNCT
ajase-655	12	35	while	while	SCONJ
ajase-655	12	36	having	have	VERB
ajase-655	12	37	fewer	few	ADJ
ajase-655	12	38	resources	resource	NOUN
ajase-655	12	39	with	with	ADP
ajase-655	12	40	which	which	PRON
ajase-655	12	41	to	to	PART
ajase-655	12	42	cope	cope	VERB
ajase-655	12	43	and	and	CCONJ
ajase-655	12	44	recover	recover	VERB
ajase-655	12	45	.	.	PUNCT
ajase-655	13	1	climate	climate	NOUN
ajase-655	13	2	change	change	NOUN
ajase-655	13	3	can	can	AUX
ajase-655	13	4	generate	generate	VERB
ajase-655	13	5	a	a	DET
ajase-655	13	6	vicious	vicious	ADJ
ajase-655	13	7	cycle	cycle	NOUN
ajase-655	13	8	of	of	ADP
ajase-655	13	9	increasing	increase	VERB
ajase-655	13	10	poverty	poverty	NOUN
ajase-655	13	11	and	and	CCONJ
ajase-655	13	12	vulnerability	vulnerability	NOUN
ajase-655	13	13	,	,	PUNCT
ajase-655	13	14	worsening	worsen	VERB
ajase-655	13	15	inequality	inequality	NOUN
ajase-655	13	16	and	and	CCONJ
ajase-655	13	17	the	the	DET
ajase-655	13	18	already	already	ADV
ajase-655	13	19	precarious	precarious	ADJ
ajase-655	13	20	condition	condition	NOUN
ajase-655	13	21	of	of	ADP
ajase-655	13	22	many	many	ADJ
ajase-655	13	23	disadvantaged	disadvantaged	ADJ
ajase-655	13	24	groups	group	NOUN
ajase-655	13	25	(	(	PUNCT
ajase-655	13	26	yenesew	yenesew	X
ajase-655	13	27	et	et	PROPN
ajase-655	13	28	al	al	PROPN
ajase-655	13	29	.	.	PROPN
ajase-655	13	30	2015	2015	NUM
ajase-655	13	31	;	;	PUNCT
ajase-655	13	32	ipcc	ipcc	NOUN
ajase-655	13	33	,	,	PUNCT
ajase-655	13	34	2014	2014	NUM
ajase-655	13	35	)	)	PUNCT
ajase-655	13	36	.	.	PUNCT
ajase-655	14	1	moreover	moreover	ADV
ajase-655	14	2	,	,	PUNCT
ajase-655	14	3	adaptation	adaptation	NOUN
ajase-655	14	4	is	be	AUX
ajase-655	14	5	critical	critical	ADJ
ajase-655	14	6	and	and	CCONJ
ajase-655	14	7	necessary	necessary	ADJ
ajase-655	14	8	in	in	ADP
ajase-655	14	9	developing	develop	VERB
ajase-655	14	10	countries	country	NOUN
ajase-655	14	11	,	,	PUNCT
ajase-655	14	12	especially	especially	ADV
ajase-655	14	13	in	in	ADP
ajase-655	14	14	ethiopia	ethiopia	PROPN
ajase-655	14	15	where	where	SCONJ
ajase-655	14	16	the	the	DET
ajase-655	14	17	fact	fact	NOUN
ajase-655	14	18	that	that	SCONJ
ajase-655	14	19	vulnerability	vulnerability	NOUN
ajase-655	14	20	is	be	AUX
ajase-655	14	21	high	high	ADJ
ajase-655	14	22	.	.	PUNCT
ajase-655	15	1	most	most	ADJ
ajase-655	15	2	people	people	NOUN
ajase-655	15	3	of	of	ADP
ajase-655	15	4	livelihoods	livelihood	NOUN
ajase-655	15	5	and	and	CCONJ
ajase-655	15	6	living	living	NOUN
ajase-655	15	7	standard	standard	NOUN
ajase-655	15	8	are	be	AUX
ajase-655	15	9	affected	affect	VERB
ajase-655	15	10	by	by	ADP
ajase-655	15	11	the	the	DET
ajase-655	15	12	impact	impact	NOUN
ajase-655	15	13	of	of	ADP
ajase-655	15	14	climate	climate	NOUN
ajase-655	15	15	change	change	NOUN
ajase-655	15	16	.	.	PUNCT
ajase-655	16	1	farmers	farmer	NOUN
ajase-655	16	2	with	with	ADP
ajase-655	16	3	better	well	ADJ
ajase-655	16	4	knowledge	knowledge	NOUN
ajase-655	16	5	and	and	CCONJ
ajase-655	16	6	information	information	NOUN
ajase-655	16	7	on	on	ADP
ajase-655	16	8	climate	climate	NOUN
ajase-655	16	9	change	change	NOUN
ajase-655	16	10	and	and	CCONJ
ajase-655	16	11	agronomic	agronomic	ADJ
ajase-655	16	12	practices	practice	NOUN
ajase-655	16	13	enable	enable	VERB
ajase-655	16	14	to	to	PART
ajase-655	16	15	use	use	VERB
ajase-655	16	16	adaptation	adaptation	NOUN
ajase-655	16	17	methods	method	NOUN
ajase-655	16	18	to	to	PART
ajase-655	16	19	cope	cope	VERB
ajase-655	16	20	up	up	ADP
ajase-655	16	21	with	with	ADP
ajase-655	16	22	change	change	NOUN
ajase-655	16	23	in	in	ADP
ajase-655	16	24	climate	climate	NOUN
ajase-655	16	25	and	and	CCONJ
ajase-655	16	26	other	other	ADJ
ajase-655	16	27	socioeconomic	socioeconomic	ADJ
ajase-655	16	28	conditions	condition	NOUN
ajase-655	16	29	.	.	PUNCT
ajase-655	17	1	a	a	DET
ajase-655	17	2	better	well	ADJ
ajase-655	17	3	understanding	understanding	NOUN
ajase-655	17	4	of	of	ADP
ajase-655	17	5	the	the	DET
ajase-655	17	6	local	local	ADJ
ajase-655	17	7	dimensions	dimension	NOUN
ajase-655	17	8	of	of	ADP
ajase-655	17	9	climatic	climatic	ADJ
ajase-655	17	10	change	change	NOUN
ajase-655	17	11	is	be	AUX
ajase-655	17	12	also	also	ADV
ajase-655	17	13	essential	essential	ADJ
ajase-655	17	14	to	to	PART
ajase-655	17	15	develop	develop	VERB
ajase-655	17	16	appropriate	appropriate	ADJ
ajase-655	17	17	adaptation	adaptation	NOUN
ajase-655	17	18	measures	measure	NOUN
ajase-655	17	19	that	that	PRON
ajase-655	17	20	can	can	AUX
ajase-655	17	21	mitigate	mitigate	VERB
ajase-655	17	22	the	the	DET
ajase-655	17	23	adverse	adverse	ADJ
ajase-655	17	24	impact	impact	NOUN
ajase-655	17	25	of	of	ADP
ajase-655	17	26	climate	climate	NOUN
ajase-655	17	27	change	change	NOUN
ajase-655	17	28	.	.	PUNCT
ajase-655	18	1	therefore	therefore	ADV
ajase-655	18	2	,	,	PUNCT
ajase-655	18	3	awareness	awareness	NOUN
ajase-655	18	4	of	of	ADP
ajase-655	18	5	the	the	DET
ajase-655	18	6	potential	potential	ADJ
ajase-655	18	7	benefits	benefit	NOUN
ajase-655	18	8	from	from	ADP
ajase-655	18	9	any	any	DET
ajase-655	18	10	adaptation	adaptation	NOUN
ajase-655	18	11	is	be	AUX
ajase-655	18	12	very	very	ADV
ajase-655	18	13	important	important	ADJ
ajase-655	18	14	issue	issue	NOUN
ajase-655	18	15	(	(	PUNCT
ajase-655	18	16	belay	belay	NOUN
ajase-655	18	17	,	,	PUNCT
ajase-655	18	18	2017	2017	NUM
ajase-655	18	19	)	)	PUNCT
ajase-655	18	20	.	.	PUNCT
ajase-655	19	1	this	this	DET
ajase-655	19	2	prediction	prediction	NOUN
ajase-655	19	3	and	and	CCONJ
ajase-655	19	4	expectation	expectation	NOUN
ajase-655	19	5	coupled	couple	VERB
ajase-655	19	6	with	with	ADP
ajase-655	19	7	the	the	DET
ajase-655	19	8	current	current	ADJ
ajase-655	19	9	situation	situation	NOUN
ajase-655	19	10	worries	worry	VERB
ajase-655	19	11	all	all	DET
ajase-655	19	12	citizens	citizen	NOUN
ajase-655	19	13	especially	especially	ADV
ajase-655	19	14	in	in	ADP
ajase-655	19	15	developing	develop	VERB
ajase-655	19	16	countries	country	NOUN
ajase-655	19	17	.	.	PUNCT
ajase-655	20	1	for	for	ADP
ajase-655	20	2	example	example	NOUN
ajase-655	20	3	,	,	PUNCT
ajase-655	20	4	if	if	SCONJ
ajase-655	20	5	we	we	PRON
ajase-655	20	6	take	take	VERB
ajase-655	20	7	ethiopia	ethiopia	PROPN
ajase-655	20	8	,	,	PUNCT
ajase-655	20	9	the	the	DET
ajase-655	20	10	agricultural	agricultural	ADJ
ajase-655	20	11	sector	sector	NOUN
ajase-655	20	12	which	which	PRON
ajase-655	20	13	is	be	AUX
ajase-655	20	14	the	the	DET
ajase-655	20	15	backbone	backbone	NOUN
ajase-655	20	16	of	of	ADP
ajase-655	20	17	the	the	DET
ajase-655	20	18	country	country	NOUN
ajase-655	20	19	’s	’s	PART
ajase-655	20	20	economy	economy	NOUN
ajase-655	20	21	is	be	AUX
ajase-655	20	22	entirely	entirely	ADV
ajase-655	20	23	dominated	dominate	VERB
ajase-655	20	24	by	by	ADP
ajase-655	20	25	smallholder	smallholder	NOUN
ajase-655	20	26	farmers	farmer	NOUN
ajase-655	20	27	who	who	PRON
ajase-655	20	28	are	be	AUX
ajase-655	20	29	very	very	ADV
ajase-655	20	30	vulnerable	vulnerable	ADJ
ajase-655	20	31	and	and	CCONJ
ajase-655	20	32	sensitive	sensitive	ADJ
ajase-655	20	33	to	to	ADP
ajase-655	20	34	climate	climate	NOUN
ajase-655	20	35	change	change	NOUN
ajase-655	20	36	related	relate	VERB
ajase-655	20	37	problems	problem	NOUN
ajase-655	20	38	.	.	PUNCT
ajase-655	21	1	thus	thus	ADV
ajase-655	21	2	,	,	PUNCT
ajase-655	21	3	owing	owe	VERB
ajase-655	21	4	to	to	ADP
ajase-655	21	5	this	this	DET
ajase-655	21	6	fact	fact	NOUN
ajase-655	21	7	,	,	PUNCT
ajase-655	21	8	the	the	DET
ajase-655	21	9	effort	effort	NOUN
ajase-655	21	10	should	should	AUX
ajase-655	21	11	focus	focus	VERB
ajase-655	21	12	on	on	ADP
ajase-655	21	13	finding	find	VERB
ajase-655	21	14	mechanisms	mechanism	NOUN
ajase-655	21	15	in	in	ADP
ajase-655	21	16	which	which	PRON
ajase-655	21	17	smallholder	smallholder	NOUN
ajase-655	21	18	farmers	farmer	NOUN
ajase-655	21	19	can	can	AUX
ajase-655	21	20	reduce	reduce	VERB
ajase-655	21	21	these	these	DET
ajase-655	21	22	problems	problem	NOUN
ajase-655	21	23	and	and	CCONJ
ajase-655	21	24	save	save	VERB
ajase-655	21	25	their	their	PRON
ajase-655	21	26	lives	life	NOUN
ajase-655	21	27	.	.	PUNCT
ajase-655	22	1	literature	literature	NOUN
ajase-655	22	2	review	review	PROPN
ajase-655	22	3	climate	climate	NOUN
ajase-655	22	4	change	change	NOUN
ajase-655	22	5	is	be	AUX
ajase-655	22	6	caused	cause	VERB
ajase-655	22	7	by	by	ADP
ajase-655	22	8	the	the	DET
ajase-655	22	9	emission	emission	NOUN
ajase-655	22	10	of	of	ADP
ajase-655	22	11	greenhouse	greenhouse	NOUN
ajase-655	22	12	gases	gas	NOUN
ajase-655	22	13	into	into	ADP
ajase-655	22	14	the	the	DET
ajase-655	22	15	earths	earth	NOUN
ajase-655	22	16	atmosphere	atmosphere	NOUN
ajase-655	22	17	through	through	ADP
ajase-655	22	18	both	both	PRON
ajase-655	22	19	natural	natural	ADJ
ajase-655	22	20	processes	process	NOUN
ajase-655	22	21	and	and	CCONJ
ajase-655	22	22	human	human	ADJ
ajase-655	22	23	activities	activity	NOUN
ajase-655	22	24	;	;	PUNCT
ajase-655	22	25	though	though	SCONJ
ajase-655	22	26	growing	grow	VERB
ajase-655	22	27	evidence	evidence	NOUN
ajase-655	22	28	demonstrates	demonstrate	VERB
ajase-655	22	29	the	the	DET
ajase-655	22	30	largest	large	ADJ
ajase-655	22	31	contribution	contribution	NOUN
ajase-655	22	32	is	be	AUX
ajase-655	22	33	from	from	ADP
ajase-655	22	34	the	the	DET
ajase-655	22	35	latter	latter	ADJ
ajase-655	22	36	.	.	PUNCT
ajase-655	23	1	the	the	DET
ajase-655	23	2	burning	burning	NOUN
ajase-655	23	3	of	of	ADP
ajase-655	23	4	fossil	fossil	ADJ
ajase-655	23	5	fuels	fuel	NOUN
ajase-655	23	6	,	,	PUNCT
ajase-655	23	7	largely	largely	ADV
ajase-655	23	8	as	as	ADP
ajase-655	23	9	a	a	DET
ajase-655	23	10	result	result	NOUN
ajase-655	23	11	of	of	ADP
ajase-655	23	12	transportation	transportation	NOUN
ajase-655	23	13	,	,	PUNCT
ajase-655	23	14	is	be	AUX
ajase-655	23	15	the	the	DET
ajase-655	23	16	primary	primary	ADJ
ajase-655	23	17	contributor	contributor	NOUN
ajase-655	23	18	to	to	ADP
ajase-655	23	19	the	the	DET
ajase-655	23	20	emission	emission	NOUN
ajase-655	23	21	of	of	ADP
ajase-655	23	22	carbon	carbon	NOUN
ajase-655	23	23	dioxide	dioxide	NOUN
ajase-655	23	24	while	while	SCONJ
ajase-655	23	25	processes	process	NOUN
ajase-655	23	26	such	such	ADJ
ajase-655	23	27	as	as	ADP
ajase-655	23	28	deforestation	deforestation	NOUN
ajase-655	23	29	and	and	CCONJ
ajase-655	23	30	industrial	industrial	ADJ
ajase-655	23	31	agriculture	agriculture	NOUN
ajase-655	23	32	are	be	AUX
ajase-655	23	33	the	the	DET
ajase-655	23	34	main	main	ADJ
ajase-655	23	35	contributors	contributor	NOUN
ajase-655	23	36	to	to	ADP
ajase-655	23	37	the	the	DET
ajase-655	23	38	emission	emission	NOUN
ajase-655	23	39	of	of	ADP
ajase-655	23	40	methane	methane	NOUN
ajase-655	23	41	and	and	CCONJ
ajase-655	23	42	nitrous	nitrous	ADJ
ajase-655	23	43	oxide	oxide	NOUN
ajase-655	23	44	compounds	compound	NOUN
ajase-655	23	45	into	into	ADP
ajase-655	23	46	the	the	DET
ajase-655	23	47	atmosphere	atmosphere	NOUN
ajase-655	23	48	.	.	PUNCT
ajase-655	24	1	despite	despite	SCONJ
ajase-655	24	2	constituting	constitute	VERB
ajase-655	24	3	less	less	ADJ
ajase-655	24	4	than	than	ADP
ajase-655	24	5	https://journals.e-palli.com/home/index.php/ajahs	https://journals.e-palli.com/home/index.php/ajah	NOUN
ajase-655	24	6	pa	pa	PROPN
ajase-655	24	7	ge	ge	PROPN
ajase-655	24	8	16	16	NUM
ajase-655	24	9	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	24	10	am	be	AUX
ajase-655	24	11	.	.	PUNCT
ajase-655	25	1	j.	j.	PROPN
ajase-655	25	2	appl	appl	PROPN
ajase-655	25	3	.	.	PROPN
ajase-655	26	1	stat	stat	PROPN
ajase-655	26	2	.	.	PUNCT
ajase-655	27	1	econ	econ	PROPN
ajase-655	27	2	.	.	PUNCT
ajase-655	28	1	2(1	2(1	NUM
ajase-655	28	2	)	)	PUNCT
ajase-655	28	3	15	15	NUM
ajase-655	28	4	-	-	SYM
ajase-655	28	5	27	27	NUM
ajase-655	28	6	,	,	PUNCT
ajase-655	28	7	2023	2023	NUM
ajase-655	28	8	15	15	NUM
ajase-655	28	9	%	%	NOUN
ajase-655	28	10	to	to	PART
ajase-655	28	11	total	total	VERB
ajase-655	28	12	ghg	ghg	PROPN
ajase-655	28	13	emissions	emission	NOUN
ajase-655	28	14	,	,	PUNCT
ajase-655	28	15	methane	methane	NOUN
ajase-655	28	16	is	be	AUX
ajase-655	28	17	a	a	DET
ajase-655	28	18	very	very	ADV
ajase-655	28	19	strong	strong	ADJ
ajase-655	28	20	greenhouse	greenhouse	NOUN
ajase-655	28	21	gas	gas	NOUN
ajase-655	28	22	which	which	PRON
ajase-655	28	23	is	be	AUX
ajase-655	28	24	23	23	NUM
ajase-655	28	25	times	time	NOUN
ajase-655	28	26	stronger	strong	ADJ
ajase-655	28	27	than	than	ADP
ajase-655	28	28	co2	co2	NOUN
ajase-655	28	29	(	(	PUNCT
ajase-655	28	30	fao	fao	PROPN
ajase-655	28	31	.	.	PUNCT
ajase-655	29	1	2010	2010	NUM
ajase-655	29	2	;	;	PUNCT
ajase-655	30	1	ipcc	ipcc	NOUN
ajase-655	30	2	.	.	PUNCT
ajase-655	30	3	2007	2007	NUM
ajase-655	30	4	)	)	PUNCT
ajase-655	30	5	.	.	PUNCT
ajase-655	31	1	agriculture	agriculture	NOUN
ajase-655	31	2	is	be	AUX
ajase-655	31	3	ranked	rank	VERB
ajase-655	31	4	as	as	ADP
ajase-655	31	5	the	the	DET
ajase-655	31	6	most	most	ADV
ajase-655	31	7	susceptible	susceptible	ADJ
ajase-655	31	8	sector	sector	NOUN
ajase-655	31	9	to	to	PART
ajase-655	31	10	climate	climate	NOUN
ajase-655	31	11	change	change	NOUN
ajase-655	31	12	impacts	impact	NOUN
ajase-655	31	13	and	and	CCONJ
ajase-655	31	14	so	so	ADV
ajase-655	31	15	do	do	VERB
ajase-655	31	16	the	the	DET
ajase-655	31	17	livelihoods	livelihood	NOUN
ajase-655	31	18	of	of	ADP
ajase-655	31	19	subsistence	subsistence	NOUN
ajase-655	31	20	farmers	farmer	NOUN
ajase-655	31	21	and	and	CCONJ
ajase-655	31	22	pastoralists	pastoralist	NOUN
ajase-655	31	23	.	.	PUNCT
ajase-655	32	1	climate	climate	NOUN
ajase-655	32	2	change	change	NOUN
ajase-655	32	3	exerts	exert	VERB
ajase-655	32	4	multiple	multiple	ADJ
ajase-655	32	5	stresses	stress	NOUN
ajase-655	32	6	on	on	ADP
ajase-655	32	7	the	the	DET
ajase-655	32	8	biological	biological	ADJ
ajase-655	32	9	,	,	PUNCT
ajase-655	32	10	physical	physical	ADJ
ajase-655	32	11	,	,	PUNCT
ajase-655	32	12	social	social	ADJ
ajase-655	32	13	and	and	CCONJ
ajase-655	32	14	institutional	institutional	ADJ
ajase-655	32	15	environments	environment	NOUN
ajase-655	32	16	that	that	PRON
ajase-655	32	17	affect	affect	VERB
ajase-655	32	18	agricultural	agricultural	ADJ
ajase-655	32	19	production	production	NOUN
ajase-655	32	20	.	.	PUNCT
ajase-655	33	1	its	its	PRON
ajase-655	33	2	impacts	impact	NOUN
ajase-655	33	3	disproportionately	disproportionately	ADV
ajase-655	33	4	affected	affect	VERB
ajase-655	33	5	sub	sub	ADJ
ajase-655	33	6	-	-	ADJ
ajase-655	33	7	saharan	saharan	ADJ
ajase-655	33	8	african	african	ADJ
ajase-655	33	9	countries	country	NOUN
ajase-655	33	10	including	include	VERB
ajase-655	33	11	ethiopia	ethiopia	PROPN
ajase-655	33	12	because	because	SCONJ
ajase-655	33	13	of	of	ADP
ajase-655	33	14	the	the	DET
ajase-655	33	15	higher	high	ADJ
ajase-655	33	16	dependency	dependency	NOUN
ajase-655	33	17	of	of	ADP
ajase-655	33	18	their	their	PRON
ajase-655	33	19	economies	economy	NOUN
ajase-655	33	20	on	on	ADP
ajase-655	33	21	climate	climate	NOUN
ajase-655	33	22	-	-	PUNCT
ajase-655	33	23	sensitive	sensitive	ADJ
ajase-655	33	24	activities	activity	NOUN
ajase-655	33	25	such	such	ADJ
ajase-655	33	26	as	as	ADP
ajase-655	33	27	rainfed	rainfed	ADJ
ajase-655	33	28	agriculture	agriculture	NOUN
ajase-655	33	29	.	.	PUNCT
ajase-655	34	1	some	some	PRON
ajase-655	34	2	of	of	ADP
ajase-655	34	3	the	the	DET
ajase-655	34	4	induced	induced	ADJ
ajase-655	34	5	changes	change	NOUN
ajase-655	34	6	are	be	AUX
ajase-655	34	7	expected	expect	VERB
ajase-655	34	8	to	to	PART
ajase-655	34	9	be	be	AUX
ajase-655	34	10	immediate	immediate	ADJ
ajase-655	34	11	,	,	PUNCT
ajase-655	34	12	while	while	SCONJ
ajase-655	34	13	others	other	NOUN
ajase-655	34	14	involve	involve	VERB
ajase-655	34	15	gradual	gradual	ADJ
ajase-655	34	16	shifts	shift	NOUN
ajase-655	34	17	in	in	ADP
ajase-655	34	18	temperature	temperature	NOUN
ajase-655	34	19	,	,	PUNCT
ajase-655	34	20	vegetation	vegetation	NOUN
ajase-655	34	21	cover	cover	NOUN
ajase-655	34	22	and	and	CCONJ
ajase-655	34	23	species	species	NOUN
ajase-655	34	24	distributions	distribution	NOUN
ajase-655	34	25	.	.	PUNCT
ajase-655	35	1	climate	climate	NOUN
ajase-655	35	2	change	change	NOUN
ajase-655	35	3	is	be	AUX
ajase-655	35	4	expected	expect	VERB
ajase-655	35	5	to	to	PART
ajase-655	35	6	and	and	CCONJ
ajase-655	35	7	in	in	ADP
ajase-655	35	8	parts	part	NOUN
ajase-655	35	9	of	of	ADP
ajase-655	35	10	africa	africa	PROPN
ajase-655	35	11	has	have	AUX
ajase-655	35	12	already	already	ADV
ajase-655	35	13	begun	begin	VERB
ajase-655	35	14	to	to	PART
ajase-655	35	15	alter	alter	VERB
ajase-655	35	16	the	the	DET
ajase-655	35	17	dynamics	dynamic	NOUN
ajase-655	35	18	of	of	ADP
ajase-655	35	19	drought	drought	NOUN
ajase-655	35	20	,	,	PUNCT
ajase-655	35	21	rainfall	rainfall	NOUN
ajase-655	35	22	and	and	CCONJ
ajase-655	35	23	heat	heat	NOUN
ajase-655	35	24	waves	wave	NOUN
ajase-655	35	25	,	,	PUNCT
ajase-655	35	26	and	and	CCONJ
ajase-655	35	27	trigger	trigger	VERB
ajase-655	35	28	secondary	secondary	ADJ
ajase-655	35	29	stresses	stress	NOUN
ajase-655	35	30	such	such	ADJ
ajase-655	35	31	as	as	ADP
ajase-655	35	32	the	the	DET
ajase-655	35	33	spread	spread	NOUN
ajase-655	35	34	of	of	ADP
ajase-655	35	35	pests	pest	NOUN
ajase-655	35	36	,	,	PUNCT
ajase-655	35	37	increased	increase	VERB
ajase-655	35	38	competition	competition	NOUN
ajase-655	35	39	for	for	ADP
ajase-655	35	40	resources	resource	NOUN
ajase-655	35	41	,	,	PUNCT
ajase-655	35	42	and	and	CCONJ
ajase-655	35	43	biodiversity	biodiversity	NOUN
ajase-655	35	44	losses	loss	NOUN
ajase-655	35	45	(	(	PUNCT
ajase-655	35	46	fao	fao	NOUN
ajase-655	35	47	.	.	PUNCT
ajase-655	35	48	2010	2010	NUM
ajase-655	35	49	)	)	PUNCT
ajase-655	35	50	.	.	PUNCT
ajase-655	36	1	to	to	PART
ajase-655	36	2	decrease	decrease	VERB
ajase-655	36	3	vulnerability	vulnerability	NOUN
ajase-655	36	4	and	and	CCONJ
ajase-655	36	5	build	build	VERB
ajase-655	36	6	the	the	DET
ajase-655	36	7	resilience	resilience	NOUN
ajase-655	36	8	of	of	ADP
ajase-655	36	9	ecological	ecological	ADJ
ajase-655	36	10	and	and	CCONJ
ajase-655	36	11	social	social	ADJ
ajase-655	36	12	systems	system	NOUN
ajase-655	36	13	and	and	CCONJ
ajase-655	36	14	economic	economic	ADJ
ajase-655	36	15	sectors	sector	NOUN
ajase-655	36	16	to	to	PART
ajase-655	36	17	react	react	VERB
ajase-655	36	18	current	current	ADJ
ajase-655	36	19	and	and	CCONJ
ajase-655	36	20	future	future	ADJ
ajase-655	36	21	adverse	adverse	ADJ
ajase-655	36	22	effects	effect	NOUN
ajase-655	36	23	of	of	ADP
ajase-655	36	24	climate	climate	NOUN
ajase-655	36	25	change	change	NOUN
ajase-655	36	26	in	in	ADP
ajase-655	36	27	order	order	NOUN
ajase-655	36	28	to	to	PART
ajase-655	36	29	minimize	minimize	VERB
ajase-655	36	30	the	the	DET
ajase-655	36	31	problem	problem	NOUN
ajase-655	36	32	agricultural	agricultural	ADJ
ajase-655	36	33	production	production	NOUN
ajase-655	36	34	,	,	PUNCT
ajase-655	36	35	human	human	ADJ
ajase-655	36	36	health	health	NOUN
ajase-655	36	37	,	,	PUNCT
ajase-655	36	38	livelihoods	livelihood	NOUN
ajase-655	36	39	,	,	PUNCT
ajase-655	36	40	food	food	NOUN
ajase-655	36	41	security	security	NOUN
ajase-655	36	42	,	,	PUNCT
ajase-655	36	43	assets	asset	NOUN
ajase-655	36	44	,	,	PUNCT
ajase-655	36	45	amenities	amenity	NOUN
ajase-655	36	46	,	,	PUNCT
ajase-655	36	47	ecosystems	ecosystem	NOUN
ajase-655	36	48	and	and	CCONJ
ajase-655	36	49	sustainable	sustainable	ADJ
ajase-655	36	50	development	development	NOUN
ajase-655	36	51	.	.	PUNCT
ajase-655	37	1	there	there	PRON
ajase-655	37	2	are	be	VERB
ajase-655	37	3	many	many	ADJ
ajase-655	37	4	different	different	ADJ
ajase-655	37	5	strategies	strategy	NOUN
ajase-655	37	6	that	that	PRON
ajase-655	37	7	farmers	farmer	NOUN
ajase-655	37	8	can	can	AUX
ajase-655	37	9	implement	implement	VERB
ajase-655	37	10	to	to	PART
ajase-655	37	11	reduce	reduce	VERB
ajase-655	37	12	the	the	DET
ajase-655	37	13	risk	risk	NOUN
ajase-655	37	14	of	of	ADP
ajase-655	37	15	climate	climate	NOUN
ajase-655	37	16	change	change	NOUN
ajase-655	37	17	impacts	impact	NOUN
ajase-655	37	18	.	.	PUNCT
ajase-655	38	1	farmers	farmer	NOUN
ajase-655	38	2	use	use	VERB
ajase-655	38	3	different	different	ADJ
ajase-655	38	4	adaptation	adaptation	NOUN
ajase-655	38	5	strategies	strategy	NOUN
ajase-655	38	6	that	that	PRON
ajase-655	38	7	match	match	VERB
ajase-655	38	8	with	with	ADP
ajase-655	38	9	the	the	DET
ajase-655	38	10	types	type	NOUN
ajase-655	38	11	of	of	ADP
ajase-655	38	12	the	the	DET
ajase-655	38	13	climate	climate	NOUN
ajase-655	38	14	related	relate	VERB
ajase-655	38	15	problems	problem	NOUN
ajase-655	38	16	they	they	PRON
ajase-655	38	17	faced	face	VERB
ajase-655	38	18	(	(	PUNCT
ajase-655	38	19	di	di	NOUN
ajase-655	38	20	falco	falco	PROPN
ajase-655	38	21	et	et	PROPN
ajase-655	38	22	al	al	PROPN
ajase-655	38	23	2011	2011	NUM
ajase-655	38	24	)	)	PUNCT
ajase-655	38	25	.	.	PUNCT
ajase-655	39	1	this	this	PRON
ajase-655	39	2	is	be	AUX
ajase-655	39	3	due	due	ADJ
ajase-655	39	4	to	to	ADP
ajase-655	39	5	the	the	DET
ajase-655	39	6	fact	fact	NOUN
ajase-655	39	7	that	that	SCONJ
ajase-655	39	8	impact	impact	NOUN
ajase-655	39	9	of	of	ADP
ajase-655	39	10	the	the	DET
ajase-655	39	11	climate	climate	NOUN
ajase-655	39	12	change	change	NOUN
ajase-655	39	13	is	be	AUX
ajase-655	39	14	not	not	PART
ajase-655	39	15	evenly	evenly	ADV
ajase-655	39	16	distributed	distribute	VERB
ajase-655	39	17	over	over	ADP
ajase-655	39	18	different	different	ADJ
ajase-655	39	19	geographic	geographic	ADJ
ajase-655	39	20	areas	area	NOUN
ajase-655	39	21	and	and	CCONJ
ajase-655	39	22	hence	hence	ADV
ajase-655	39	23	the	the	DET
ajase-655	39	24	adaptation	adaptation	NOUN
ajase-655	39	25	mechanisms	mechanism	NOUN
ajase-655	39	26	also	also	ADV
ajase-655	39	27	vary	vary	VERB
ajase-655	39	28	with	with	ADP
ajase-655	39	29	types	type	NOUN
ajase-655	39	30	and	and	CCONJ
ajase-655	39	31	amount	amount	NOUN
ajase-655	39	32	of	of	ADP
ajase-655	39	33	the	the	DET
ajase-655	39	34	impact	impact	NOUN
ajase-655	39	35	of	of	ADP
ajase-655	39	36	climate	climate	NOUN
ajase-655	39	37	change	change	NOUN
ajase-655	39	38	.	.	PUNCT
ajase-655	40	1	therefore	therefore	ADV
ajase-655	40	2	,	,	PUNCT
ajase-655	40	3	we	we	PRON
ajase-655	40	4	can	can	AUX
ajase-655	40	5	find	find	VERB
ajase-655	40	6	a	a	DET
ajase-655	40	7	number	number	NOUN
ajase-655	40	8	of	of	ADP
ajase-655	40	9	adaptation	adaptation	NOUN
ajase-655	40	10	strategies	strategy	NOUN
ajase-655	40	11	that	that	PRON
ajase-655	40	12	the	the	DET
ajase-655	40	13	farmers	farmer	NOUN
ajase-655	40	14	used	use	VERB
ajase-655	40	15	to	to	PART
ajase-655	40	16	reduce	reduce	VERB
ajase-655	40	17	the	the	DET
ajase-655	40	18	impact	impact	NOUN
ajase-655	40	19	of	of	ADP
ajase-655	40	20	climate	climate	NOUN
ajase-655	40	21	change	change	NOUN
ajase-655	40	22	in	in	ADP
ajase-655	40	23	different	different	ADJ
ajase-655	40	24	literature	literature	NOUN
ajase-655	40	25	.	.	PUNCT
ajase-655	41	1	this	this	PRON
ajase-655	41	2	includes	include	VERB
ajase-655	41	3	:	:	PUNCT
ajase-655	41	4	crop	crop	NOUN
ajase-655	41	5	diversification	diversification	NOUN
ajase-655	41	6	,	,	PUNCT
ajase-655	41	7	small	small	ADJ
ajase-655	41	8	scale	scale	NOUN
ajase-655	41	9	irrigation	irrigation	NOUN
ajase-655	41	10	,	,	PUNCT
ajase-655	41	11	changing	change	VERB
ajase-655	41	12	crop	crop	NOUN
ajase-655	41	13	variety	variety	NOUN
ajase-655	41	14	,	,	PUNCT
ajase-655	41	15	changing	change	VERB
ajase-655	41	16	planting	planting	NOUN
ajase-655	41	17	dates	date	NOUN
ajase-655	41	18	,	,	PUNCT
ajase-655	41	19	mix	mix	VERB
ajase-655	41	20	crop	crop	NOUN
ajase-655	41	21	and	and	CCONJ
ajase-655	41	22	livestock	livestock	NOUN
ajase-655	41	23	production	production	NOUN
ajase-655	41	24	,	,	PUNCT
ajase-655	41	25	decrease	decrease	NOUN
ajase-655	41	26	livestock	livestock	NOUN
ajase-655	41	27	,	,	PUNCT
ajase-655	41	28	moving	move	VERB
ajase-655	41	29	animals	animal	NOUN
ajase-655	41	30	/	/	SYM
ajase-655	41	31	temporary	temporary	ADJ
ajase-655	41	32	migration	migration	NOUN
ajase-655	41	33	,	,	PUNCT
ajase-655	41	34	change	change	VERB
ajase-655	41	35	livestock	livestock	NOUN
ajase-655	41	36	feeds	feed	NOUN
ajase-655	41	37	,	,	PUNCT
ajase-655	41	38	soil	soil	NOUN
ajase-655	41	39	and	and	CCONJ
ajase-655	41	40	water	water	NOUN
ajase-655	41	41	management	management	NOUN
ajase-655	41	42	,	,	PUNCT
ajase-655	41	43	planting	planting	NOUN
ajase-655	41	44	trees	tree	NOUN
ajase-655	41	45	,	,	PUNCT
ajase-655	41	46	planting	plant	VERB
ajase-655	41	47	drought	drought	NOUN
ajase-655	41	48	tolerant	tolerant	ADJ
ajase-655	41	49	crop	crop	NOUN
ajase-655	41	50	,	,	PUNCT
ajase-655	41	51	change	change	NOUN
ajase-655	41	52	from	from	ADP
ajase-655	41	53	livestock	livestock	NOUN
ajase-655	41	54	to	to	ADP
ajase-655	41	55	crop	crop	NOUN
ajase-655	41	56	production	production	NOUN
ajase-655	41	57	,	,	PUNCT
ajase-655	41	58	change	change	NOUN
ajase-655	41	59	animal	animal	NOUN
ajase-655	41	60	breeds	breed	NOUN
ajase-655	41	61	,	,	PUNCT
ajase-655	41	62	seek	seek	VERB
ajase-655	41	63	off	off	ADP
ajase-655	41	64	-	-	PUNCT
ajase-655	41	65	farm	farm	NOUN
ajase-655	41	66	employment	employment	NOUN
ajase-655	41	67	,	,	PUNCT
ajase-655	41	68	planting	plant	VERB
ajase-655	41	69	short	short	ADJ
ajase-655	41	70	season	season	NOUN
ajase-655	41	71	crop	crop	NOUN
ajase-655	41	72	,	,	PUNCT
ajase-655	41	73	and	and	CCONJ
ajase-655	41	74	irrigation	irrigation	NOUN
ajase-655	41	75	/	/	SYM
ajase-655	41	76	water	water	NOUN
ajase-655	41	77	harvesting	harvesting	NOUN
ajase-655	41	78	are	be	AUX
ajase-655	41	79	among	among	ADP
ajase-655	41	80	some	some	PRON
ajase-655	41	81	of	of	ADP
ajase-655	41	82	the	the	DET
ajase-655	41	83	several	several	ADJ
ajase-655	41	84	strategies	strategy	NOUN
ajase-655	41	85	available	available	ADJ
ajase-655	41	86	to	to	PART
ajase-655	41	87	enhance	enhance	VERB
ajase-655	41	88	social	social	ADJ
ajase-655	41	89	resilience	resilience	NOUN
ajase-655	41	90	in	in	ADP
ajase-655	41	91	the	the	DET
ajase-655	41	92	face	face	NOUN
ajase-655	41	93	of	of	ADP
ajase-655	41	94	climate	climate	NOUN
ajase-655	41	95	change	change	NOUN
ajase-655	41	96	(	(	PUNCT
ajase-655	41	97	deressa	deressa	ADJ
ajase-655	41	98	,	,	PUNCT
ajase-655	41	99	t.	t.	NOUN
ajase-655	41	100	2009	2009	NUM
ajase-655	41	101	;	;	PUNCT
ajase-655	41	102	temesgen	temesgen	NOUN
ajase-655	41	103	et	et	PROPN
ajase-655	41	104	al	al	PROPN
ajase-655	41	105	.	.	PROPN
ajase-655	41	106	2014	2014	NUM
ajase-655	41	107	)	)	PUNCT
ajase-655	41	108	problem	problem	NOUN
ajase-655	41	109	of	of	ADP
ajase-655	41	110	the	the	DET
ajase-655	41	111	statement	statement	NOUN
ajase-655	41	112	agriculture	agriculture	NOUN
ajase-655	41	113	is	be	AUX
ajase-655	41	114	the	the	DET
ajase-655	41	115	most	most	ADV
ajase-655	41	116	important	important	ADJ
ajase-655	41	117	sector	sector	NOUN
ajase-655	41	118	in	in	ADP
ajase-655	41	119	sub	sub	ADJ
ajase-655	41	120	-	-	ADJ
ajase-655	41	121	saharan	saharan	ADJ
ajase-655	41	122	africa	africa	PROPN
ajase-655	41	123	,	,	PUNCT
ajase-655	41	124	including	include	VERB
ajase-655	41	125	ethiopia	ethiopia	PROPN
ajase-655	41	126	,	,	PUNCT
ajase-655	41	127	but	but	CCONJ
ajase-655	41	128	it	it	PRON
ajase-655	41	129	is	be	AUX
ajase-655	41	130	predicted	predict	VERB
ajase-655	41	131	to	to	PART
ajase-655	41	132	be	be	AUX
ajase-655	41	133	negatively	negatively	ADV
ajase-655	41	134	impacted	impact	VERB
ajase-655	41	135	by	by	ADP
ajase-655	41	136	climate	climate	NOUN
ajase-655	41	137	change	change	NOUN
ajase-655	41	138	.	.	PUNCT
ajase-655	42	1	it	it	PRON
ajase-655	42	2	is	be	AUX
ajase-655	42	3	clear	clear	ADJ
ajase-655	42	4	that	that	SCONJ
ajase-655	42	5	climate	climate	NOUN
ajase-655	42	6	change	change	NOUN
ajase-655	42	7	was	be	AUX
ajase-655	42	8	brought	bring	VERB
ajase-655	42	9	about	about	ADP
ajase-655	42	10	substantial	substantial	ADJ
ajase-655	42	11	welfare	welfare	NOUN
ajase-655	42	12	losses	loss	NOUN
ajase-655	42	13	especially	especially	ADV
ajase-655	42	14	for	for	ADP
ajase-655	42	15	smallholders	smallholder	NOUN
ajase-655	42	16	whose	whose	DET
ajase-655	42	17	main	main	ADJ
ajase-655	42	18	source	source	NOUN
ajase-655	42	19	of	of	ADP
ajase-655	42	20	livelihood	livelihood	NOUN
ajase-655	42	21	derives	derive	VERB
ajase-655	42	22	from	from	ADP
ajase-655	42	23	agriculture	agriculture	NOUN
ajase-655	42	24	.	.	PUNCT
ajase-655	43	1	as	as	SCONJ
ajase-655	43	2	site	site	NOUN
ajase-655	43	3	specific	specific	ADJ
ajase-655	43	4	issues	issue	NOUN
ajase-655	43	5	require	require	VERB
ajase-655	43	6	site	site	NOUN
ajase-655	43	7	specific	specific	ADJ
ajase-655	43	8	knowledge	knowledge	NOUN
ajase-655	43	9	,	,	PUNCT
ajase-655	43	10	it	it	PRON
ajase-655	43	11	is	be	AUX
ajase-655	43	12	very	very	ADV
ajase-655	43	13	important	important	ADJ
ajase-655	43	14	,	,	PUNCT
ajase-655	43	15	therefore	therefore	ADV
ajase-655	43	16	,	,	PUNCT
ajase-655	43	17	to	to	PART
ajase-655	43	18	clearly	clearly	ADV
ajase-655	43	19	understand	understand	VERB
ajase-655	43	20	what	what	PRON
ajase-655	43	21	is	be	AUX
ajase-655	43	22	happening	happen	VERB
ajase-655	43	23	at	at	ADP
ajase-655	43	24	community	community	NOUN
ajase-655	43	25	level	level	NOUN
ajase-655	43	26	,	,	PUNCT
ajase-655	43	27	because	because	SCONJ
ajase-655	43	28	farmers	farmer	NOUN
ajase-655	43	29	are	be	AUX
ajase-655	43	30	the	the	DET
ajase-655	43	31	most	most	ADJ
ajase-655	43	32	climate	climate	NOUN
ajase-655	43	33	vulnerable	vulnerable	ADJ
ajase-655	43	34	group	group	NOUN
ajase-655	43	35	.	.	PUNCT
ajase-655	44	1	in	in	ADP
ajase-655	44	2	the	the	DET
ajase-655	44	3	absence	absence	NOUN
ajase-655	44	4	of	of	ADP
ajase-655	44	5	such	such	ADJ
ajase-655	44	6	location	location	NOUN
ajase-655	44	7	specific	specific	ADJ
ajase-655	44	8	studies	study	NOUN
ajase-655	44	9	,	,	PUNCT
ajase-655	44	10	it	it	PRON
ajase-655	44	11	is	be	AUX
ajase-655	44	12	difficult	difficult	ADJ
ajase-655	44	13	to	to	ADP
ajase-655	44	14	fine	fine	ADJ
ajase-655	44	15	tune	tune	NOUN
ajase-655	44	16	interventions	intervention	NOUN
ajase-655	44	17	geared	gear	VERB
ajase-655	44	18	towards	towards	ADP
ajase-655	44	19	achieving	achieve	VERB
ajase-655	44	20	effective	effective	ADJ
ajase-655	44	21	and	and	CCONJ
ajase-655	44	22	efficient	efficient	ADJ
ajase-655	44	23	adaptation	adaptation	NOUN
ajase-655	44	24	options	option	NOUN
ajase-655	44	25	to	to	PART
ajase-655	44	26	cope	cope	VERB
ajase-655	44	27	with	with	ADP
ajase-655	44	28	the	the	DET
ajase-655	44	29	adverse	adverse	ADJ
ajase-655	44	30	impact	impact	NOUN
ajase-655	44	31	of	of	ADP
ajase-655	44	32	climate	climate	NOUN
ajase-655	44	33	change	change	NOUN
ajase-655	44	34	at	at	ADP
ajase-655	44	35	the	the	DET
ajase-655	44	36	local	local	ADJ
ajase-655	44	37	(	(	PUNCT
ajase-655	44	38	lemessa	lemessa	ADJ
ajase-655	44	39	,	,	PUNCT
ajase-655	44	40	2019	2019	NUM
ajase-655	44	41	;	;	PUNCT
ajase-655	44	42	moa	moa	NOUN
ajase-655	44	43	2016	2016	NUM
ajase-655	44	44	)	)	PUNCT
ajase-655	44	45	.	.	PUNCT
ajase-655	45	1	farmers	farmer	NOUN
ajase-655	45	2	of	of	ADP
ajase-655	45	3	dale	dale	PROPN
ajase-655	45	4	woreda	woreda	PROPN
ajase-655	45	5	are	be	AUX
ajase-655	45	6	,	,	PUNCT
ajase-655	45	7	like	like	ADP
ajase-655	45	8	farmers	farmer	NOUN
ajase-655	45	9	in	in	ADP
ajase-655	45	10	any	any	DET
ajase-655	45	11	other	other	ADJ
ajase-655	45	12	part	part	NOUN
ajase-655	45	13	of	of	ADP
ajase-655	45	14	ethiopia	ethiopia	PROPN
ajase-655	45	15	,	,	PUNCT
ajase-655	45	16	is	be	AUX
ajase-655	45	17	suffering	suffer	VERB
ajase-655	45	18	from	from	ADP
ajase-655	45	19	climate	climate	NOUN
ajase-655	45	20	upheavals	upheaval	NOUN
ajase-655	45	21	which	which	PRON
ajase-655	45	22	have	have	AUX
ajase-655	45	23	become	become	VERB
ajase-655	45	24	common	common	ADJ
ajase-655	45	25	natural	natural	ADJ
ajase-655	45	26	disasters	disaster	NOUN
ajase-655	45	27	in	in	ADP
ajase-655	45	28	the	the	DET
ajase-655	45	29	country	country	NOUN
ajase-655	45	30	.	.	PUNCT
ajase-655	46	1	first	first	ADV
ajase-655	46	2	,	,	PUNCT
ajase-655	46	3	there	there	PRON
ajase-655	46	4	has	have	AUX
ajase-655	46	5	been	be	AUX
ajase-655	46	6	more	more	ADV
ajase-655	46	7	erratic	erratic	ADJ
ajase-655	46	8	and	and	CCONJ
ajase-655	46	9	unreliable	unreliable	ADJ
ajase-655	46	10	rainfall	rainfall	NOUN
ajase-655	46	11	in	in	ADP
ajase-655	46	12	the	the	DET
ajase-655	46	13	rainy	rainy	ADJ
ajase-655	46	14	seasons	season	NOUN
ajase-655	46	15	,	,	PUNCT
ajase-655	46	16	bringing	bring	VERB
ajase-655	46	17	drought	drought	NOUN
ajase-655	46	18	and	and	CCONJ
ajase-655	46	19	reduction	reduction	NOUN
ajase-655	46	20	in	in	ADP
ajase-655	46	21	crop	crop	NOUN
ajase-655	46	22	yields	yield	NOUN
ajase-655	46	23	and	and	CCONJ
ajase-655	46	24	plant	plant	NOUN
ajase-655	46	25	varieties	variety	NOUN
ajase-655	46	26	;	;	PUNCT
ajase-655	46	27	the	the	DET
ajase-655	46	28	rainfall	rainfall	NOUN
ajase-655	46	29	especially	especially	ADV
ajase-655	46	30	in	in	ADP
ajase-655	46	31	the	the	DET
ajase-655	46	32	later	later	ADJ
ajase-655	46	33	rains	rain	NOUN
ajase-655	46	34	towards	towards	ADP
ajase-655	46	35	the	the	DET
ajase-655	46	36	end	end	NOUN
ajase-655	46	37	of	of	ADP
ajase-655	46	38	the	the	DET
ajase-655	46	39	year	year	NOUN
ajase-655	46	40	has	have	AUX
ajase-655	46	41	been	be	AUX
ajase-655	46	42	reported	report	VERB
ajase-655	46	43	as	as	ADP
ajase-655	46	44	coming	come	VERB
ajase-655	46	45	in	in	ADP
ajase-655	46	46	more	more	ADV
ajase-655	46	47	intense	intense	ADJ
ajase-655	46	48	and	and	CCONJ
ajase-655	46	49	destructive	destructive	ADJ
ajase-655	46	50	downpours	downpour	NOUN
ajase-655	46	51	,	,	PUNCT
ajase-655	46	52	bringing	bring	VERB
ajase-655	46	53	floods	flood	NOUN
ajase-655	46	54	,	,	PUNCT
ajase-655	46	55	landslides	landslide	NOUN
ajase-655	46	56	and	and	CCONJ
ajase-655	46	57	soil	soil	NOUN
ajase-655	46	58	erosion	erosion	NOUN
ajase-655	46	59	.	.	PUNCT
ajase-655	47	1	second	second	ADV
ajase-655	47	2	,	,	PUNCT
ajase-655	47	3	there	there	PRON
ajase-655	47	4	has	have	AUX
ajase-655	47	5	been	be	AUX
ajase-655	47	6	a	a	DET
ajase-655	47	7	fluctuation	fluctuation	NOUN
ajase-655	47	8	in	in	ADP
ajase-655	47	9	temperature	temperature	NOUN
ajase-655	47	10	which	which	PRON
ajase-655	47	11	disturbs	disturb	VERB
ajase-655	47	12	the	the	DET
ajase-655	47	13	physiology	physiology	NOUN
ajase-655	47	14	of	of	ADP
ajase-655	47	15	crops	crop	NOUN
ajase-655	47	16	,	,	PUNCT
ajase-655	47	17	the	the	DET
ajase-655	47	18	micro	micro	NOUN
ajase-655	47	19	-	-	NOUN
ajase-655	47	20	climate	climate	NOUN
ajase-655	47	21	,	,	PUNCT
ajase-655	47	22	and	and	CCONJ
ajase-655	47	23	the	the	DET
ajase-655	47	24	soil	soil	NOUN
ajase-655	47	25	system	system	NOUN
ajase-655	47	26	on	on	ADP
ajase-655	47	27	which	which	PRON
ajase-655	47	28	they	they	PRON
ajase-655	47	29	grow	grow	VERB
ajase-655	47	30	.	.	PUNCT
ajase-655	48	1	third	third	ADV
ajase-655	48	2	,	,	PUNCT
ajase-655	48	3	the	the	DET
ajase-655	48	4	crop	crop	NOUN
ajase-655	48	5	production	production	NOUN
ajase-655	48	6	has	have	AUX
ajase-655	48	7	been	be	AUX
ajase-655	48	8	recurrently	recurrently	ADV
ajase-655	48	9	hit	hit	VERB
ajase-655	48	10	by	by	ADP
ajase-655	48	11	erosion	erosion	NOUN
ajase-655	48	12	,	,	PUNCT
ajase-655	48	13	and	and	CCONJ
ajase-655	48	14	floods	flood	NOUN
ajase-655	48	15	.	.	PUNCT
ajase-655	49	1	fourth	fourth	ADJ
ajase-655	49	2	,	,	PUNCT
ajase-655	49	3	annual	annual	ADJ
ajase-655	49	4	river	river	NOUN
ajase-655	49	5	runoff	runoff	NOUN
ajase-655	49	6	and	and	CCONJ
ajase-655	49	7	water	water	NOUN
ajase-655	49	8	availability	availability	NOUN
ajase-655	49	9	has	have	AUX
ajase-655	49	10	been	be	AUX
ajase-655	49	11	reported	report	VERB
ajase-655	49	12	to	to	PART
ajase-655	49	13	decrease	decrease	VERB
ajase-655	49	14	dramatically	dramatically	ADV
ajase-655	49	15	.	.	PUNCT
ajase-655	50	1	food	food	NOUN
ajase-655	50	2	insecurity	insecurity	NOUN
ajase-655	50	3	in	in	ADP
ajase-655	50	4	the	the	DET
ajase-655	50	5	area	area	NOUN
ajase-655	50	6	is	be	AUX
ajase-655	50	7	a	a	DET
ajase-655	50	8	major	major	ADJ
ajase-655	50	9	challenge	challenge	NOUN
ajase-655	50	10	and	and	CCONJ
ajase-655	50	11	all	all	DET
ajase-655	50	12	these	these	DET
ajase-655	50	13	climate	climate	NOUN
ajase-655	50	14	shocks	shock	NOUN
ajase-655	50	15	have	have	AUX
ajase-655	50	16	exacerbated	exacerbate	VERB
ajase-655	50	17	the	the	DET
ajase-655	50	18	negative	negative	ADJ
ajase-655	50	19	impacts	impact	NOUN
ajase-655	50	20	on	on	ADP
ajase-655	50	21	the	the	DET
ajase-655	50	22	livelihood	livelihood	NOUN
ajase-655	50	23	of	of	ADP
ajase-655	50	24	poorer	poor	ADJ
ajase-655	50	25	farm	farm	NOUN
ajase-655	50	26	households	household	NOUN
ajase-655	50	27	as	as	SCONJ
ajase-655	50	28	they	they	PRON
ajase-655	50	29	have	have	VERB
ajase-655	50	30	the	the	DET
ajase-655	50	31	lowest	low	ADJ
ajase-655	50	32	capacity	capacity	NOUN
ajase-655	50	33	to	to	PART
ajase-655	50	34	adapt	adapt	VERB
ajase-655	50	35	to	to	ADP
ajase-655	50	36	changes	change	NOUN
ajase-655	50	37	in	in	ADP
ajase-655	50	38	climatic	climatic	ADJ
ajase-655	50	39	conditions	condition	NOUN
ajase-655	50	40	(	(	PUNCT
ajase-655	50	41	moa	moa	NOUN
ajase-655	50	42	.	.	PUNCT
ajase-655	51	1	2016	2016	NUM
ajase-655	51	2	)	)	PUNCT
ajase-655	51	3	.	.	PUNCT
ajase-655	52	1	however	however	ADV
ajase-655	52	2	,	,	PUNCT
ajase-655	52	3	farmers	farmer	NOUN
ajase-655	52	4	in	in	ADP
ajase-655	52	5	the	the	DET
ajase-655	52	6	study	study	NOUN
ajase-655	52	7	area	area	NOUN
ajase-655	52	8	were	be	AUX
ajase-655	52	9	responded	respond	VERB
ajase-655	52	10	to	to	PART
ajase-655	52	11	climate	climate	NOUN
ajase-655	52	12	change	change	NOUN
ajase-655	52	13	through	through	ADP
ajase-655	52	14	various	various	ADJ
ajase-655	52	15	adaptation	adaptation	NOUN
ajase-655	52	16	strategies	strategy	NOUN
ajase-655	52	17	.	.	PUNCT
ajase-655	53	1	but	but	CCONJ
ajase-655	53	2	,	,	PUNCT
ajase-655	53	3	there	there	PRON
ajase-655	53	4	was	be	VERB
ajase-655	53	5	no	no	DET
ajase-655	53	6	empirical	empirical	ADJ
ajase-655	53	7	data	datum	NOUN
ajase-655	53	8	that	that	PRON
ajase-655	53	9	substantiates	substantiate	VERB
ajase-655	53	10	or	or	CCONJ
ajase-655	53	11	supports	support	VERB
ajase-655	53	12	the	the	DET
ajase-655	53	13	existing	exist	VERB
ajase-655	53	14	adaptation	adaptation	NOUN
ajase-655	53	15	strategies	strategy	NOUN
ajase-655	53	16	practiced	practice	VERB
ajase-655	53	17	by	by	ADP
ajase-655	53	18	the	the	DET
ajase-655	53	19	farmers	farmer	NOUN
ajase-655	53	20	in	in	ADP
ajase-655	53	21	the	the	DET
ajase-655	53	22	area	area	NOUN
ajase-655	53	23	.	.	PUNCT
ajase-655	54	1	the	the	DET
ajase-655	54	2	information	information	NOUN
ajase-655	54	3	obtained	obtain	VERB
ajase-655	54	4	in	in	ADP
ajase-655	54	5	various	various	ADJ
ajase-655	54	6	literatures	literature	NOUN
ajase-655	54	7	was	be	AUX
ajase-655	54	8	insufficient	insufficient	ADJ
ajase-655	54	9	and	and	CCONJ
ajase-655	54	10	general	general	ADJ
ajase-655	54	11	,	,	PUNCT
ajase-655	54	12	but	but	CCONJ
ajase-655	54	13	adaptation	adaptation	NOUN
ajase-655	54	14	strategies	strategy	NOUN
ajase-655	54	15	vary	vary	VERB
ajase-655	54	16	contextually	contextually	ADV
ajase-655	54	17	and	and	CCONJ
ajase-655	54	18	spatially	spatially	ADV
ajase-655	54	19	(	(	PUNCT
ajase-655	54	20	within	within	ADP
ajase-655	54	21	communities	community	NOUN
ajase-655	54	22	and	and	CCONJ
ajase-655	54	23	even	even	ADV
ajase-655	54	24	within	within	ADP
ajase-655	54	25	individuals).in	individuals).in	NOUN
ajase-655	54	26	this	this	DET
ajase-655	54	27	regard	regard	NOUN
ajase-655	54	28	,	,	PUNCT
ajase-655	54	29	no	no	DET
ajase-655	54	30	empirical	empirical	ADJ
ajase-655	54	31	study	study	NOUN
ajase-655	54	32	has	have	AUX
ajase-655	54	33	been	be	AUX
ajase-655	54	34	conducted	conduct	VERB
ajase-655	54	35	to	to	PART
ajase-655	54	36	identify	identify	VERB
ajase-655	54	37	adaptation	adaptation	NOUN
ajase-655	54	38	choices	choice	NOUN
ajase-655	54	39	,	,	PUNCT
ajase-655	54	40	examine	examine	VERB
ajase-655	54	41	the	the	DET
ajase-655	54	42	perception	perception	NOUN
ajase-655	54	43	of	of	ADP
ajase-655	54	44	farmers	farmer	NOUN
ajase-655	54	45	to	to	PART
ajase-655	54	46	climate	climate	NOUN
ajase-655	54	47	change	change	NOUN
ajase-655	54	48	and	and	CCONJ
ajase-655	54	49	their	their	PRON
ajase-655	54	50	determinants	determinant	NOUN
ajase-655	54	51	in	in	ADP
ajase-655	54	52	the	the	DET
ajase-655	54	53	study	study	NOUN
ajase-655	54	54	area	area	NOUN
ajase-655	54	55	to	to	ADP
ajase-655	54	56	date	date	NOUN
ajase-655	54	57	to	to	ADP
ajase-655	54	58	the	the	DET
ajase-655	54	59	best	good	ADJ
ajase-655	54	60	of	of	ADP
ajase-655	54	61	the	the	DET
ajase-655	54	62	researchers‟	researchers‟	NOUN
ajase-655	54	63	knowledge	knowledge	NOUN
ajase-655	54	64	.	.	PUNCT
ajase-655	55	1	consequently	consequently	ADV
ajase-655	55	2	,	,	PUNCT
ajase-655	55	3	the	the	DET
ajase-655	55	4	primary	primary	ADJ
ajase-655	55	5	motive	motive	NOUN
ajase-655	55	6	to	to	PART
ajase-655	55	7	embark	embark	VERB
ajase-655	55	8	on	on	ADP
ajase-655	55	9	this	this	DET
ajase-655	55	10	research	research	NOUN
ajase-655	55	11	was	be	AUX
ajase-655	55	12	to	to	PART
ajase-655	55	13	investigate	investigate	VERB
ajase-655	55	14	and	and	CCONJ
ajase-655	55	15	fill	fill	VERB
ajase-655	55	16	the	the	DET
ajase-655	55	17	existing	exist	VERB
ajase-655	55	18	gap	gap	NOUN
ajase-655	55	19	of	of	ADP
ajase-655	55	20	knowledge	knowledge	NOUN
ajase-655	55	21	on	on	ADP
ajase-655	55	22	farmers‟	farmers‟	NOUN
ajase-655	55	23	perception	perception	NOUN
ajase-655	55	24	and	and	CCONJ
ajase-655	55	25	adaptation	adaptation	NOUN
ajase-655	55	26	strategies	strategy	NOUN
ajase-655	55	27	to	to	ADP
ajase-655	55	28	changing	change	VERB
ajase-655	55	29	climate	climate	NOUN
ajase-655	55	30	and	and	CCONJ
ajase-655	55	31	their	their	PRON
ajase-655	55	32	determinants	determinant	NOUN
ajase-655	55	33	in	in	ADP
ajase-655	55	34	the	the	DET
ajase-655	55	35	study	study	NOUN
ajase-655	55	36	area	area	NOUN
ajase-655	55	37	.	.	PUNCT
ajase-655	56	1	research	research	NOUN
ajase-655	56	2	gap	gap	NOUN
ajase-655	56	3	the	the	DET
ajase-655	56	4	determination	determination	NOUN
ajase-655	56	5	and	and	CCONJ
ajase-655	56	6	understanding	understanding	NOUN
ajase-655	56	7	of	of	ADP
ajase-655	56	8	cumulative	cumulative	ADJ
ajase-655	56	9	and	and	CCONJ
ajase-655	56	10	combined	combined	ADJ
ajase-655	56	11	impacts	impact	NOUN
ajase-655	56	12	of	of	ADP
ajase-655	56	13	factors	factor	NOUN
ajase-655	56	14	affecting	affect	VERB
ajase-655	56	15	smallholder	smallholder	NOUN
ajase-655	56	16	farmer	farmer	NOUN
ajase-655	56	17	’s	’s	PART
ajase-655	56	18	adaptation	adaptation	NOUN
ajase-655	56	19	strategies	strategy	NOUN
ajase-655	56	20	to	to	PART
ajase-655	56	21	climate	climate	NOUN
ajase-655	56	22	change	change	NOUN
ajase-655	56	23	.	.	PUNCT
ajase-655	57	1	the	the	DET
ajase-655	57	2	most	most	ADJ
ajase-655	57	3	of	of	ADP
ajase-655	57	4	empirical	empirical	ADJ
ajase-655	57	5	literature	literature	NOUN
ajase-655	57	6	carried	carry	VERB
ajase-655	57	7	out	out	ADP
ajase-655	57	8	on	on	ADP
ajase-655	57	9	demographic	demographic	ADJ
ajase-655	57	10	,	,	PUNCT
ajase-655	57	11	socioeconomic	socioeconomic	ADJ
ajase-655	57	12	and	and	CCONJ
ajase-655	57	13	institutional	institutional	ADJ
ajase-655	57	14	factors	factor	NOUN
ajase-655	57	15	affecting	affect	VERB
ajase-655	57	16	adaptation	adaptation	NOUN
ajase-655	57	17	strategies	strategy	NOUN
ajase-655	57	18	to	to	PART
ajase-655	57	19	climate	climate	NOUN
ajase-655	57	20	change	change	NOUN
ajase-655	57	21	is	be	AUX
ajase-655	57	22	debatable	debatable	ADJ
ajase-655	57	23	because	because	SCONJ
ajase-655	57	24	they	they	PRON
ajase-655	57	25	come	come	VERB
ajase-655	57	26	up	up	ADP
ajase-655	57	27	with	with	ADP
ajase-655	57	28	different	different	ADJ
ajase-655	57	29	conclusion	conclusion	NOUN
ajase-655	57	30	on	on	ADP
ajase-655	57	31	the	the	DET
ajase-655	57	32	same	same	ADJ
ajase-655	57	33	independent	independent	ADJ
ajase-655	57	34	variable	variable	NOUN
ajase-655	57	35	about	about	ADP
ajase-655	57	36	climate	climate	NOUN
ajase-655	57	37	adaption	adaption	NOUN
ajase-655	57	38	strategies	strategy	NOUN
ajase-655	57	39	to	to	PART
ajase-655	57	40	climate	climate	NOUN
ajase-655	57	41	alter	alter	NOUN
ajase-655	57	42	.	.	PUNCT
ajase-655	58	1	for	for	ADP
ajase-655	58	2	example	example	NOUN
ajase-655	58	3	,	,	PUNCT
ajase-655	58	4	regarding	regard	VERB
ajase-655	58	5	to	to	ADP
ajase-655	58	6	age	age	NOUN
ajase-655	58	7	of	of	ADP
ajase-655	58	8	household	household	NOUN
ajase-655	58	9	according	accord	VERB
ajase-655	58	10	to	to	ADP
ajase-655	58	11	elderly	elderly	ADJ
ajase-655	58	12	farmers	farmer	NOUN
ajase-655	58	13	were	be	AUX
ajase-655	58	14	more	more	ADV
ajase-655	58	15	active	active	ADJ
ajase-655	58	16	and	and	CCONJ
ajase-655	58	17	experienced	experience	VERB
ajase-655	58	18	in	in	ADP
ajase-655	58	19	farming	farming	NOUN
ajase-655	58	20	activities	activity	NOUN
ajase-655	58	21	than	than	ADP
ajase-655	58	22	youths	youth	NOUN
ajase-655	58	23	.	.	PUNCT
ajase-655	59	1	on	on	ADP
ajase-655	59	2	the	the	DET
ajase-655	59	3	contrarily	contrarily	ADJ
ajase-655	59	4	way	way	NOUN
ajase-655	59	5	,	,	PUNCT
ajase-655	59	6	the	the	DET
ajase-655	59	7	investigation	investigation	NOUN
ajase-655	59	8	conducted	conduct	VERB
ajase-655	59	9	by	by	ADP
ajase-655	59	10	shows	show	NOUN
ajase-655	59	11	that	that	SCONJ
ajase-655	59	12	even	even	ADV
ajase-655	59	13	though	though	SCONJ
ajase-655	59	14	there	there	PRON
ajase-655	59	15	is	be	VERB
ajase-655	59	16	high	high	ADJ
ajase-655	59	17	variability	variability	NOUN
ajase-655	59	18	in	in	ADP
ajase-655	59	19	the	the	DET
ajase-655	59	20	ages	age	NOUN
ajase-655	59	21	of	of	ADP
ajase-655	59	22	the	the	DET
ajase-655	59	23	sampled	sample	VERB
ajase-655	59	24	households	household	NOUN
ajase-655	59	25	,	,	PUNCT
ajase-655	59	26	generally	generally	ADV
ajase-655	59	27	the	the	DET
ajase-655	59	28	household	household	NOUN
ajase-655	59	29	within	within	ADP
ajase-655	59	30	the	the	DET
ajase-655	59	31	productive	productive	ADJ
ajase-655	59	32	age	age	NOUN
ajase-655	59	33	that	that	PRON
ajase-655	59	34	can	can	AUX
ajase-655	59	35	fully	fully	ADV
ajase-655	59	36	and	and	CCONJ
ajase-655	59	37	efficiently	efficiently	ADV
ajase-655	59	38	engaged	engage	VERB
ajase-655	59	39	in	in	ADP
ajase-655	59	40	agricultural	agricultural	ADJ
ajase-655	59	41	activities	activity	NOUN
ajase-655	59	42	than	than	ADP
ajase-655	59	43	elderly	elderly	ADJ
ajase-655	59	44	people	people	NOUN
ajase-655	59	45	.	.	PUNCT
ajase-655	60	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	60	2	pa	pa	PROPN
ajase-655	60	3	ge	ge	PROPN
ajase-655	60	4	17	17	NUM
ajase-655	60	5	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	60	6	am	be	AUX
ajase-655	60	7	.	.	PUNCT
ajase-655	61	1	j.	j.	PROPN
ajase-655	61	2	appl	appl	PROPN
ajase-655	61	3	.	.	PROPN
ajase-655	62	1	stat	stat	PROPN
ajase-655	62	2	.	.	PUNCT
ajase-655	63	1	econ	econ	PROPN
ajase-655	63	2	.	.	PUNCT
ajase-655	64	1	2(1	2(1	NUM
ajase-655	64	2	)	)	PUNCT
ajase-655	64	3	15	15	NUM
ajase-655	64	4	-	-	SYM
ajase-655	64	5	27	27	NUM
ajase-655	64	6	,	,	PUNCT
ajase-655	64	7	2023	2023	NUM
ajase-655	64	8	research	research	NOUN
ajase-655	64	9	question	question	NOUN
ajase-655	64	10	this	this	DET
ajase-655	64	11	study	study	NOUN
ajase-655	64	12	was	be	AUX
ajase-655	64	13	attempted	attempt	VERB
ajase-655	64	14	to	to	PART
ajase-655	64	15	answer	answer	VERB
ajase-655	64	16	the	the	DET
ajase-655	64	17	following	follow	VERB
ajase-655	64	18	questions	question	NOUN
ajase-655	64	19	:	:	PUNCT
ajase-655	65	1	1	1	X
ajase-655	65	2	.	.	X
ajase-655	66	1	what	what	PRON
ajase-655	66	2	are	be	AUX
ajase-655	66	3	the	the	DET
ajase-655	66	4	determinant	determinant	ADJ
ajase-655	66	5	components	component	NOUN
ajase-655	66	6	that	that	PRON
ajase-655	66	7	influence	influence	NOUN
ajase-655	66	8	farmers	farmer	NOUN
ajase-655	66	9	’	’	PART
ajase-655	66	10	choice	choice	NOUN
ajase-655	66	11	of	of	ADP
ajase-655	66	12	adaptation	adaptation	NOUN
ajase-655	66	13	strategies	strategy	NOUN
ajase-655	66	14	to	to	ADP
ajase-655	66	15	the	the	DET
ajase-655	66	16	climate	climate	NOUN
ajase-655	66	17	change	change	NOUN
ajase-655	66	18	in	in	ADP
ajase-655	66	19	dale	dale	PROPN
ajase-655	66	20	woreda	woreda	NOUN
ajase-655	66	21	?	?	PUNCT
ajase-655	67	1	2	2	X
ajase-655	67	2	.	.	X
ajase-655	67	3	what	what	PRON
ajase-655	67	4	are	be	AUX
ajase-655	67	5	the	the	DET
ajase-655	67	6	adaptation	adaptation	NOUN
ajase-655	67	7	measures	measure	NOUN
ajase-655	67	8	that	that	PRON
ajase-655	67	9	were	be	AUX
ajase-655	67	10	employed	employ	VERB
ajase-655	67	11	by	by	ADP
ajase-655	67	12	farmers	farmer	NOUN
ajase-655	67	13	in	in	ADP
ajase-655	67	14	study	study	NOUN
ajase-655	67	15	site	site	NOUN
ajase-655	67	16	?	?	PUNCT
ajase-655	68	1	3	3	X
ajase-655	68	2	.	.	X
ajase-655	68	3	did	do	AUX
ajase-655	68	4	farmers	farmer	NOUN
ajase-655	68	5	perceive	perceive	VERB
ajase-655	68	6	the	the	DET
ajase-655	68	7	existing	exist	VERB
ajase-655	68	8	climate	climate	NOUN
ajase-655	68	9	change	change	NOUN
ajase-655	68	10	?	?	PUNCT
ajase-655	69	1	specific	specific	ADJ
ajase-655	69	2	objective	objective	NOUN
ajase-655	69	3	of	of	ADP
ajase-655	69	4	the	the	DET
ajase-655	69	5	study	study	NOUN
ajase-655	69	6	1	1	NUM
ajase-655	69	7	.	.	PUNCT
ajase-655	69	8	to	to	PART
ajase-655	69	9	analyze	analyze	VERB
ajase-655	69	10	the	the	DET
ajase-655	69	11	factors	factor	NOUN
ajase-655	69	12	that	that	PRON
ajase-655	69	13	impact	impact	VERB
ajase-655	69	14	farmers	farmer	NOUN
ajase-655	69	15	’	’	PART
ajase-655	69	16	choice	choice	NOUN
ajase-655	69	17	of	of	ADP
ajase-655	69	18	adaptation	adaptation	NOUN
ajase-655	69	19	strategies	strategy	NOUN
ajase-655	69	20	to	to	PART
ajase-655	69	21	climate	climate	NOUN
ajase-655	69	22	change	change	NOUN
ajase-655	69	23	in	in	ADP
ajase-655	69	24	dale	dale	PROPN
ajase-655	69	25	woreda	woreda	NOUN
ajase-655	69	26	.	.	PUNCT
ajase-655	70	1	2	2	X
ajase-655	70	2	.	.	PUNCT
ajase-655	70	3	to	to	PART
ajase-655	70	4	identify	identify	VERB
ajase-655	70	5	adaptation	adaptation	NOUN
ajase-655	70	6	strategies	strategy	NOUN
ajase-655	70	7	used	use	VERB
ajase-655	70	8	by	by	ADP
ajase-655	70	9	farmers	farmer	NOUN
ajase-655	70	10	in	in	ADP
ajase-655	70	11	response	response	NOUN
ajase-655	70	12	to	to	ADP
ajase-655	70	13	adverse	adverse	ADJ
ajase-655	70	14	effects	effect	NOUN
ajase-655	70	15	of	of	ADP
ajase-655	70	16	climate	climate	NOUN
ajase-655	70	17	change	change	NOUN
ajase-655	70	18	in	in	ADP
ajase-655	70	19	the	the	DET
ajase-655	70	20	study	study	NOUN
ajase-655	70	21	area	area	NOUN
ajase-655	70	22	.	.	PUNCT
ajase-655	71	1	3	3	X
ajase-655	71	2	.	.	X
ajase-655	71	3	to	to	PART
ajase-655	71	4	analyze	analyze	VERB
ajase-655	71	5	farmers‟	farmers‟	NOUN
ajase-655	71	6	perception	perception	NOUN
ajase-655	71	7	to	to	PART
ajase-655	71	8	climate	climate	NOUN
ajase-655	71	9	change	change	NOUN
ajase-655	71	10	methodology	methodology	NOUN
ajase-655	71	11	determining	determine	VERB
ajase-655	71	12	sample	sample	NOUN
ajase-655	71	13	is	be	AUX
ajase-655	71	14	very	very	ADV
ajase-655	71	15	important	important	ADJ
ajase-655	71	16	issue	issue	NOUN
ajase-655	71	17	because	because	SCONJ
ajase-655	71	18	samples	sample	NOUN
ajase-655	71	19	that	that	PRON
ajase-655	71	20	are	be	AUX
ajase-655	71	21	too	too	ADV
ajase-655	71	22	large	large	ADJ
ajase-655	71	23	may	may	AUX
ajase-655	71	24	waste	waste	VERB
ajase-655	71	25	time	time	NOUN
ajase-655	71	26	,	,	PUNCT
ajase-655	71	27	resources	resource	NOUN
ajase-655	71	28	and	and	CCONJ
ajase-655	71	29	money	money	NOUN
ajase-655	71	30	while	while	SCONJ
ajase-655	71	31	samples	sample	NOUN
ajase-655	71	32	too	too	ADV
ajase-655	71	33	small	small	ADJ
ajase-655	71	34	may	may	AUX
ajase-655	71	35	lead	lead	VERB
ajase-655	71	36	inaccurate	inaccurate	ADJ
ajase-655	71	37	results	result	NOUN
ajase-655	71	38	.	.	PUNCT
ajase-655	72	1	as	as	SCONJ
ajase-655	72	2	discussed	discuss	VERB
ajase-655	72	3	in	in	ADP
ajase-655	72	4	the	the	DET
ajase-655	72	5	above	above	ADJ
ajase-655	72	6	section	section	NOUN
ajase-655	72	7	,	,	PUNCT
ajase-655	72	8	kebeles	kebele	NOUN
ajase-655	72	9	being	be	AUX
ajase-655	72	10	differ	differ	VERB
ajase-655	72	11	in	in	ADP
ajase-655	72	12	both	both	PRON
ajase-655	72	13	in	in	ADP
ajase-655	72	14	terms	term	NOUN
ajase-655	72	15	of	of	ADP
ajase-655	72	16	size	size	NOUN
ajase-655	72	17	and	and	CCONJ
ajase-655	72	18	variability	variability	NOUN
ajase-655	72	19	of	of	ADP
ajase-655	72	20	agro	agro	ADJ
ajase-655	72	21	-	-	PUNCT
ajase-655	72	22	ecological	ecological	ADJ
ajase-655	72	23	zone	zone	NOUN
ajase-655	72	24	;	;	PUNCT
ajase-655	72	25	they	they	PRON
ajase-655	72	26	was	be	AUX
ajase-655	72	27	different	different	ADJ
ajase-655	72	28	level	level	NOUN
ajase-655	72	29	of	of	ADP
ajase-655	72	30	adaptation	adaptation	NOUN
ajase-655	72	31	strategies	strategy	NOUN
ajase-655	72	32	to	to	PART
ajase-655	72	33	climate	climate	NOUN
ajase-655	72	34	change	change	NOUN
ajase-655	72	35	.	.	PUNCT
ajase-655	73	1	using	use	VERB
ajase-655	73	2	data	datum	NOUN
ajase-655	73	3	on	on	ADP
ajase-655	73	4	climate	climate	NOUN
ajase-655	73	5	change	change	NOUN
ajase-655	73	6	and	and	CCONJ
ajase-655	73	7	small	small	ADJ
ajase-655	73	8	holder	holder	NOUN
ajase-655	73	9	farmers	farmer	NOUN
ajase-655	73	10	’	'	PUNCT
ajase-655	73	11	characteristics	characteristic	VERB
ajase-655	73	12	the	the	DET
ajase-655	73	13	number	number	NOUN
ajase-655	73	14	of	of	ADP
ajase-655	73	15	survey	survey	NOUN
ajase-655	73	16	producers	producer	NOUN
ajase-655	73	17	per	per	ADP
ajase-655	73	18	division	division	NOUN
ajase-655	73	19	was	be	AUX
ajase-655	73	20	computed	compute	VERB
ajase-655	73	21	according	accord	VERB
ajase-655	73	22	to	to	ADP
ajase-655	73	23	the	the	DET
ajase-655	73	24	formula	formula	NOUN
ajase-655	73	25	developed	develop	VERB
ajase-655	73	26	by	by	ADP
ajase-655	73	27	yamane	yamane	PROPN
ajase-655	73	28	(	(	PUNCT
ajase-655	73	29	1967	1967	NUM
ajase-655	73	30	)	)	PUNCT
ajase-655	73	31	because	because	SCONJ
ajase-655	73	32	it	it	PRON
ajase-655	73	33	is	be	AUX
ajase-655	73	34	simplest	simplest	ADJ
ajase-655	73	35	formula	formula	NOUN
ajase-655	73	36	to	to	PART
ajase-655	73	37	calculate	calculate	VERB
ajase-655	73	38	sample	sample	NOUN
ajase-655	73	39	sizes	size	NOUN
ajase-655	73	40	and	and	CCONJ
ajase-655	73	41	its	its	PRON
ajase-655	73	42	importance	importance	NOUN
ajase-655	73	43	in	in	ADP
ajase-655	73	44	small	small	ADJ
ajase-655	73	45	sample	sample	NOUN
ajase-655	73	46	size	size	NOUN
ajase-655	73	47	to	to	PART
ajase-655	73	48	solve	solve	VERB
ajase-655	73	49	resource	resource	NOUN
ajase-655	73	50	and	and	CCONJ
ajase-655	73	51	time	time	NOUN
ajase-655	73	52	constraint	constraint	NOUN
ajase-655	73	53	.	.	PUNCT
ajase-655	74	1	where	where	SCONJ
ajase-655	74	2	n	n	PRON
ajase-655	74	3	is	be	AUX
ajase-655	74	4	the	the	DET
ajase-655	74	5	sample	sample	NOUN
ajase-655	74	6	size	size	NOUN
ajase-655	74	7	,	,	PUNCT
ajase-655	74	8	n	n	X
ajase-655	74	9	is	be	AUX
ajase-655	74	10	the	the	DET
ajase-655	74	11	population	population	NOUN
ajase-655	74	12	size	size	NOUN
ajase-655	74	13	(	(	PUNCT
ajase-655	74	14	total	total	ADJ
ajase-655	74	15	number	number	NOUN
ajase-655	74	16	of	of	ADP
ajase-655	74	17	household	household	NOUN
ajase-655	74	18	heads	head	NOUN
ajase-655	74	19	in	in	ADP
ajase-655	74	20	selected	select	VERB
ajase-655	74	21	kebeles	kebeles	PROPN
ajase-655	74	22	)	)	PUNCT
ajase-655	74	23	,	,	PUNCT
ajase-655	74	24	and	and	CCONJ
ajase-655	74	25	e	e	NOUN
ajase-655	74	26	is	be	AUX
ajase-655	74	27	the	the	DET
ajase-655	74	28	level	level	NOUN
ajase-655	74	29	of	of	ADP
ajase-655	74	30	precision	precision	NOUN
ajase-655	74	31	.	.	PUNCT
ajase-655	75	1	n	n	PRON
ajase-655	75	2	=	=	SYM
ajase-655	75	3	367	367	NUM
ajase-655	75	4	is	be	AUX
ajase-655	75	5	the	the	DET
ajase-655	75	6	total	total	ADJ
ajase-655	75	7	sample	sample	NOUN
ajase-655	75	8	size	size	NOUN
ajase-655	75	9	planned	plan	VERB
ajase-655	75	10	to	to	PART
ajase-655	75	11	be	be	AUX
ajase-655	75	12	covered	cover	VERB
ajase-655	75	13	.	.	PUNCT
ajase-655	76	1	the	the	DET
ajase-655	76	2	sample	sample	NOUN
ajase-655	76	3	size	size	NOUN
ajase-655	76	4	(	(	PUNCT
ajase-655	76	5	n	n	CCONJ
ajase-655	76	6	)	)	PUNCT
ajase-655	76	7	for	for	ADP
ajase-655	76	8	precision	precision	NOUN
ajase-655	76	9	(	(	PUNCT
ajase-655	76	10	e	e	NOUN
ajase-655	76	11	)	)	PUNCT
ajase-655	76	12	of	of	ADP
ajase-655	76	13	5	5	NUM
ajase-655	76	14	%	%	NOUN
ajase-655	76	15	where	where	SCONJ
ajase-655	76	16	confidence	confidence	NOUN
ajase-655	76	17	level	level	NOUN
ajase-655	76	18	is	be	AUX
ajase-655	76	19	95	95	NUM
ajase-655	76	20	%	%	NOUN
ajase-655	76	21	will	will	AUX
ajase-655	76	22	be	be	AUX
ajase-655	76	23	it	it	PRON
ajase-655	76	24	is	be	AUX
ajase-655	76	25	assumed	assume	VERB
ajase-655	76	26	that	that	SCONJ
ajase-655	76	27	the	the	DET
ajase-655	76	28	sample	sample	NOUN
ajase-655	76	29	will	will	AUX
ajase-655	76	30	have	have	VERB
ajase-655	76	31	95	95	NUM
ajase-655	76	32	%	%	NOUN
ajase-655	76	33	reliability	reliability	NOUN
ajase-655	76	34	about	about	ADP
ajase-655	76	35	population	population	NOUN
ajase-655	76	36	and	and	CCONJ
ajase-655	76	37	sampling	sample	VERB
ajase-655	76	38	error	error	NOUN
ajase-655	76	39	will	will	AUX
ajase-655	76	40	be	be	AUX
ajase-655	76	41	5	5	NUM
ajase-655	76	42	%	%	NOUN
ajase-655	76	43	.	.	PUNCT
ajase-655	77	1	the	the	DET
ajase-655	77	2	selected	select	VERB
ajase-655	77	3	sample	sample	NOUN
ajase-655	77	4	size	size	NOUN
ajase-655	77	5	will	will	AUX
ajase-655	77	6	be	be	AUX
ajase-655	77	7	identified	identify	VERB
ajase-655	77	8	from	from	ADP
ajase-655	77	9	six	six	NUM
ajase-655	77	10	kebeles	kebele	NOUN
ajase-655	77	11	by	by	ADP
ajase-655	77	12	proportionate	proportionate	ADJ
ajase-655	77	13	random	random	ADJ
ajase-655	77	14	sampling	sampling	NOUN
ajase-655	77	15	.	.	PUNCT
ajase-655	78	1	at	at	ADP
ajase-655	78	2	this	this	DET
ajase-655	78	3	stage	stage	NOUN
ajase-655	78	4	,	,	PUNCT
ajase-655	78	5	to	to	PART
ajase-655	78	6	give	give	VERB
ajase-655	78	7	equal	equal	ADJ
ajase-655	78	8	chance	chance	NOUN
ajase-655	78	9	and	and	CCONJ
ajase-655	78	10	free	free	ADJ
ajase-655	78	11	from	from	ADP
ajase-655	78	12	selection	selection	NOUN
ajase-655	78	13	bias	bias	NOUN
ajase-655	78	14	,	,	PUNCT
ajase-655	78	15	a	a	DET
ajase-655	78	16	total	total	NOUN
ajase-655	78	17	of	of	ADP
ajase-655	78	18	367	367	NUM
ajase-655	78	19	households	household	NOUN
ajase-655	78	20	of	of	ADP
ajase-655	78	21	respondents	respondent	NOUN
ajase-655	78	22	was	be	AUX
ajase-655	78	23	selected	select	VERB
ajase-655	78	24	from	from	ADP
ajase-655	78	25	the	the	DET
ajase-655	78	26	respective	respective	ADJ
ajase-655	78	27	list	list	NOUN
ajase-655	78	28	of	of	ADP
ajase-655	78	29	farmers	farmer	NOUN
ajase-655	78	30	which	which	PRON
ajase-655	78	31	is	be	AUX
ajase-655	78	32	complete	complete	ADJ
ajase-655	78	33	list	list	NOUN
ajase-655	78	34	of	of	ADP
ajase-655	78	35	households	household	NOUN
ajase-655	78	36	in	in	ADP
ajase-655	78	37	each	each	PRON
ajase-655	78	38	kebele	kebele	PROPN
ajase-655	78	39	obtained	obtain	VERB
ajase-655	78	40	from	from	ADP
ajase-655	78	41	the	the	DET
ajase-655	78	42	woreda	woreda	PROPN
ajase-655	78	43	administration	administration	NOUN
ajase-655	78	44	and	and	CCONJ
ajase-655	78	45	kebele	kebele	PROPN
ajase-655	78	46	offices	office	NOUN
ajase-655	78	47	in	in	ADP
ajase-655	78	48	6	6	NUM
ajase-655	78	49	kebeles	kebele	NOUN
ajase-655	78	50	by	by	ADP
ajase-655	78	51	using	use	VERB
ajase-655	78	52	systematic	systematic	ADJ
ajase-655	78	53	sampling	sampling	NOUN
ajase-655	78	54	technique	technique	NOUN
ajase-655	78	55	.	.	PUNCT
ajase-655	79	1	the	the	DET
ajase-655	79	2	list	list	NOUN
ajase-655	79	3	kebeles	kebeles	PROPN
ajase-655	79	4	covered	cover	VERB
ajase-655	79	5	by	by	ADP
ajase-655	79	6	size	size	NOUN
ajase-655	79	7	of	of	ADP
ajase-655	79	8	ultimate	ultimate	ADJ
ajase-655	79	9	sampling	sample	VERB
ajase-655	79	10	unit	unit	NOUN
ajase-655	79	11	was	be	AUX
ajase-655	79	12	determined	determine	VERB
ajase-655	79	13	by	by	ADP
ajase-655	79	14	using	use	VERB
ajase-655	79	15	proportionate	proportionate	ADJ
ajase-655	79	16	sampling	sampling	NOUN
ajase-655	79	17	technique	technique	NOUN
ajase-655	79	18	giving	give	VERB
ajase-655	79	19	a	a	DET
ajase-655	79	20	size	size	NOUN
ajase-655	79	21	of	of	ADP
ajase-655	79	22	640,762,852,806,788	640,762,852,806,788	NUM
ajase-655	79	23	and	and	CCONJ
ajase-655	79	24	670	670	NUM
ajase-655	79	25	from	from	ADP
ajase-655	79	26	wenenata	wenenata	PROPN
ajase-655	79	27	,	,	PUNCT
ajase-655	79	28	hidaqalite	hidaqalite	PROPN
ajase-655	79	29	,	,	PUNCT
ajase-655	79	30	soyama	soyama	NOUN
ajase-655	79	31	,	,	PUNCT
ajase-655	79	32	kalitesimita	kalitesimita	PROPN
ajase-655	79	33	,	,	PUNCT
ajase-655	79	34	shiifa	shiifa	PROPN
ajase-655	79	35	and	and	CCONJ
ajase-655	79	36	beera	beera	NOUN
ajase-655	79	37	respectively	respectively	ADV
ajase-655	79	38	.	.	PUNCT
ajase-655	80	1	table	table	NOUN
ajase-655	80	2	1	1	NUM
ajase-655	80	3	:	:	PUNCT
ajase-655	80	4	sample	sample	NOUN
ajase-655	80	5	kebeles	kebele	NOUN
ajase-655	80	6	and	and	CCONJ
ajase-655	80	7	sample	sample	NOUN
ajase-655	80	8	size	size	NOUN
ajase-655	80	9	determination	determination	NOUN
ajase-655	80	10	kebeles	kebeles	PROPN
ajase-655	81	1	no	no	INTJ
ajase-655	81	2	of	of	ADP
ajase-655	81	3	hh	hh	ADJ
ajase-655	81	4	proportion	proportion	NOUN
ajase-655	81	5	of	of	ADP
ajase-655	81	6	each	each	DET
ajase-655	81	7	kebele	kebele	NOUN
ajase-655	81	8	sampling	sample	VERB
ajase-655	81	9	for	for	ADP
ajase-655	81	10	each	each	DET
ajase-655	81	11	kebele	kebele	PROPN
ajase-655	81	12	sample	sample	PROPN
ajase-655	81	13	size	size	NOUN
ajase-655	81	14	wenenata	wenenata	VERB
ajase-655	81	15	640	640	NUM
ajase-655	81	16	0.14	0.14	NUM
ajase-655	81	17	367	367	NUM
ajase-655	81	18	*	*	SYM
ajase-655	81	19	0.14	0.14	NUM
ajase-655	81	20	51	51	NUM
ajase-655	81	21	hidaqalite	hidaqalite	ADJ
ajase-655	81	22	762	762	NUM
ajase-655	81	23	0	0	NUM
ajase-655	81	24	.	.	PUNCT
ajase-655	82	1	17	17	NUM
ajase-655	82	2	367	367	NUM
ajase-655	82	3	*	*	SYM
ajase-655	82	4	0.17	0.17	NUM
ajase-655	82	5	62	62	NUM
ajase-655	82	6	soyama	soyama	NOUN
ajase-655	82	7	852	852	NUM
ajase-655	82	8	0.19	0.19	NUM
ajase-655	82	9	367	367	NUM
ajase-655	82	10	*	*	SYM
ajase-655	82	11	0.19	0.19	NUM
ajase-655	82	12	70	70	NUM
ajase-655	82	13	kalitesimita	kalitesimita	NOUN
ajase-655	82	14	806	806	NUM
ajase-655	82	15	0.18	0.18	NUM
ajase-655	82	16	367	367	NUM
ajase-655	82	17	*	*	NUM
ajase-655	82	18	0.18	0.18	NUM
ajase-655	82	19	66	66	NUM
ajase-655	82	20	shiifa	shiifa	PROPN
ajase-655	82	21	788	788	NUM
ajase-655	82	22	0.17	0.17	NUM
ajase-655	82	23	367	367	NUM
ajase-655	82	24	*	*	SYM
ajase-655	82	25	0.17	0.17	NUM
ajase-655	82	26	63	63	NUM
ajase-655	82	27	beera	beera	NOUN
ajase-655	82	28	670	670	NUM
ajase-655	82	29	0.15	0.15	NUM
ajase-655	82	30	367	367	NUM
ajase-655	82	31	*	*	SYM
ajase-655	82	32	0.15	0.15	NUM
ajase-655	82	33	55	55	NUM
ajase-655	82	34	total	total	NOUN
ajase-655	82	35	4518	4518	NUM
ajase-655	82	36	1	1	NUM
ajase-655	82	37	367	367	NUM
ajase-655	82	38	source	source	NOUN
ajase-655	82	39	:	:	PUNCT
ajase-655	82	40	dale	dale	PROPN
ajase-655	82	41	woreda	woreda	NOUN
ajase-655	82	42	rural	rural	ADJ
ajase-655	82	43	development	development	NOUN
ajase-655	82	44	and	and	CCONJ
ajase-655	82	45	agricultural	agricultural	ADJ
ajase-655	82	46	office	office	NOUN
ajase-655	82	47	theoretical	theoretical	ADJ
ajase-655	82	48	model	model	NOUN
ajase-655	82	49	in	in	ADP
ajase-655	82	50	this	this	DET
ajase-655	82	51	study	study	NOUN
ajase-655	82	52	it	it	PRON
ajase-655	82	53	is	be	AUX
ajase-655	82	54	interesting	interesting	ADJ
ajase-655	82	55	and	and	CCONJ
ajase-655	82	56	necessary	necessary	ADJ
ajase-655	82	57	to	to	PART
ajase-655	82	58	develop	develop	VERB
ajase-655	82	59	theoretical	theoretical	ADJ
ajase-655	82	60	framework	framework	NOUN
ajase-655	82	61	on	on	ADP
ajase-655	82	62	farm	farm	NOUN
ajase-655	82	63	household	household	NOUN
ajase-655	82	64	.	.	PUNCT
ajase-655	83	1	this	this	DET
ajase-655	83	2	theoretical	theoretical	ADJ
ajase-655	83	3	framework	framework	NOUN
ajase-655	83	4	draws	draw	VERB
ajase-655	83	5	on	on	ADP
ajase-655	83	6	adopting	adopt	VERB
ajase-655	83	7	a	a	DET
ajase-655	83	8	version	version	NOUN
ajase-655	83	9	of	of	ADP
ajase-655	83	10	model	model	NOUN
ajase-655	83	11	based	base	VERB
ajase-655	83	12	on	on	ADP
ajase-655	83	13	the	the	DET
ajase-655	83	14	random	random	ADJ
ajase-655	83	15	utility	utility	NOUN
ajase-655	83	16	model	model	NOUN
ajase-655	83	17	as	as	SCONJ
ajase-655	83	18	specified	specify	VERB
ajase-655	83	19	by	by	ADP
ajase-655	83	20	(	(	PUNCT
ajase-655	83	21	greene	greene	PROPN
ajase-655	83	22	,	,	PUNCT
ajase-655	83	23	h.w	h.w	PROPN
ajase-655	83	24	.	.	PROPN
ajase-655	83	25	2003	2003	NUM
ajase-655	83	26	)	)	PUNCT
ajase-655	83	27	.	.	PUNCT
ajase-655	84	1	this	this	DET
ajase-655	84	2	random	random	ADJ
ajase-655	84	3	utility	utility	NOUN
ajase-655	84	4	model	model	NOUN
ajase-655	84	5	is	be	AUX
ajase-655	84	6	commonly	commonly	ADV
ajase-655	84	7	used	use	VERB
ajase-655	84	8	as	as	ADP
ajase-655	84	9	a	a	DET
ajase-655	84	10	framework	framework	NOUN
ajase-655	84	11	in	in	ADP
ajase-655	84	12	determining	determining	NOUN
ajase-655	84	13	of	of	ADP
ajase-655	84	14	farmers	farmer	NOUN
ajase-655	84	15	’	’	PART
ajase-655	84	16	choice	choice	NOUN
ajase-655	84	17	for	for	ADP
ajase-655	84	18	different	different	ADJ
ajase-655	84	19	adaptation	adaptation	NOUN
ajase-655	84	20	options	option	NOUN
ajase-655	84	21	.	.	PUNCT
ajase-655	85	1	we	we	PRON
ajase-655	85	2	can	can	AUX
ajase-655	85	3	specify	specify	VERB
ajase-655	85	4	a	a	DET
ajase-655	85	5	common	common	ADJ
ajase-655	85	6	formulation	formulation	NOUN
ajase-655	85	7	of	of	ADP
ajase-655	85	8	linear	linear	ADJ
ajase-655	85	9	random	random	ADJ
ajase-655	85	10	utility	utility	NOUN
ajase-655	85	11	model	model	NOUN
ajase-655	85	12	as	as	ADP
ajase-655	85	13	;	;	PUNCT
ajase-655	85	14	uij	uij	PRON
ajase-655	85	15	=	=	NOUN
ajase-655	85	16	βj	βj	X
ajase-655	85	17	xij	xij	NOUN
ajase-655	85	18	+	+	CCONJ
ajase-655	85	19	εij	εij	VERB
ajase-655	85	20	for	for	ADP
ajase-655	85	21	j	j	PROPN
ajase-655	85	22	∈	∈	PROPN
ajase-655	85	23	……	……	PROPN
ajase-655	85	24	(	(	PUNCT
ajase-655	85	25	1	1	X
ajase-655	85	26	)	)	PUNCT
ajase-655	85	27	following	follow	VERB
ajase-655	85	28	greene	greene	PROPN
ajase-655	85	29	(	(	PUNCT
ajase-655	85	30	2003	2003	NUM
ajase-655	85	31	)	)	PUNCT
ajase-655	85	32	,	,	PUNCT
ajase-655	85	33	we	we	PRON
ajase-655	85	34	can	can	AUX
ajase-655	85	35	modify	modify	VERB
ajase-655	85	36	it	it	PRON
ajase-655	85	37	to	to	PART
ajase-655	85	38	adapt	adapt	VERB
ajase-655	85	39	the	the	DET
ajase-655	85	40	objective	objective	NOUN
ajase-655	85	41	of	of	ADP
ajase-655	85	42	the	the	DET
ajase-655	85	43	study	study	NOUN
ajase-655	85	44	.	.	PUNCT
ajase-655	86	1	where	where	SCONJ
ajase-655	86	2	,	,	PUNCT
ajase-655	86	3	i	i	PRON
ajase-655	86	4	=	=	NOUN
ajase-655	86	5	1	1	NUM
ajase-655	86	6	,	,	PUNCT
ajase-655	86	7	…	…	PUNCT
ajase-655	86	8	.	.	PUNCT
ajase-655	86	9	,	,	PUNCT
ajase-655	86	10	n	n	PRON
ajase-655	86	11	are	be	AUX
ajase-655	86	12	the	the	DET
ajase-655	86	13	individual	individual	ADJ
ajase-655	86	14	farmer	farmer	NOUN
ajase-655	86	15	and	and	CCONJ
ajase-655	86	16	j	j	NOUN
ajase-655	86	17	=	=	SYM
ajase-655	86	18	1,	1,	NUM
ajase-655	86	19	…	…	SYM
ajase-655	86	20	..	..	PUNCT
ajase-655	86	21	j	j	PROPN
ajase-655	86	22	are	be	AUX
ajase-655	86	23	the	the	DET
ajase-655	86	24	alternative	alternative	ADJ
ajase-655	86	25	adaptation	adaptation	NOUN
ajase-655	86	26	methods	method	NOUN
ajase-655	86	27	,	,	PUNCT
ajase-655	86	28	xij	xij	PROPN
ajase-655	86	29	vector	vector	NOUN
ajase-655	86	30	are	be	AUX
ajase-655	86	31	the	the	DET
ajase-655	86	32	factors	factor	NOUN
ajase-655	86	33	that	that	PRON
ajase-655	86	34	influence	influence	NOUN
ajase-655	86	35	farmers	farmer	NOUN
ajase-655	86	36	’	'	PUNCT
ajase-655	86	37	choice	choice	VERB
ajase-655	86	38	an	an	DET
ajase-655	86	39	adaptation	adaptation	NOUN
ajase-655	86	40	method	method	NOUN
ajase-655	86	41	to	to	PART
ajase-655	86	42	climate	climate	NOUN
ajase-655	86	43	change	change	NOUN
ajase-655	86	44	and	and	CCONJ
ajase-655	86	45	εij	εij	NOUN
ajase-655	86	46	is	be	AUX
ajase-655	86	47	the	the	DET
ajase-655	86	48	random	random	ADJ
ajase-655	86	49	error	error	NOUN
ajase-655	86	50	term	term	NOUN
ajase-655	86	51	/disturbance	/disturbance	NOUN
ajase-655	86	52	term	term	NOUN
ajase-655	86	53	.	.	PUNCT
ajase-655	87	1	to	to	PART
ajase-655	87	2	elaborate	elaborate	VERB
ajase-655	87	3	the	the	DET
ajase-655	87	4	model	model	NOUN
ajase-655	87	5	,	,	PUNCT
ajase-655	87	6	we	we	PRON
ajase-655	87	7	assume	assume	VERB
ajase-655	87	8	that	that	SCONJ
ajase-655	87	9	farmers	farmer	NOUN
ajase-655	87	10	’	'	PUNCT
ajase-655	87	11	are	be	AUX
ajase-655	87	12	rational	rational	ADJ
ajase-655	87	13	decision	decision	NOUN
ajase-655	87	14	makers	maker	NOUN
ajase-655	87	15	who	who	PRON
ajase-655	87	16	maximize	maximize	VERB
ajase-655	87	17	the	the	DET
ajase-655	87	18	utility	utility	NOUN
ajase-655	87	19	from	from	ADP
ajase-655	87	20	adaptation	adaptation	NOUN
ajase-655	87	21	strategies	strategy	NOUN
ajase-655	87	22	in	in	ADP
ajase-655	87	23	their	their	PRON
ajase-655	87	24	farming	farming	NOUN
ajase-655	87	25	activities	activity	NOUN
ajase-655	87	26	.	.	PUNCT
ajase-655	88	1	and	and	CCONJ
ajase-655	88	2	also	also	ADV
ajase-655	88	3	assuming	assume	VERB
ajase-655	88	4	that	that	SCONJ
ajase-655	88	5	farmers	farmer	NOUN
ajase-655	88	6	face	face	VERB
ajase-655	88	7	climatic	climatic	ADJ
ajase-655	88	8	change	change	NOUN
ajase-655	88	9	in	in	ADP
ajase-655	88	10	their	their	PRON
ajase-655	88	11	farming	farming	NOUN
ajase-655	88	12	activities	activity	NOUN
ajase-655	88	13	was	be	AUX
ajase-655	88	14	looked	look	VERB
ajase-655	88	15	for	for	ADP
ajase-655	88	16	adaptation	adaptation	NOUN
ajase-655	88	17	strategies	strategy	NOUN
ajase-655	88	18	.	.	PUNCT
ajase-655	89	1	if	if	SCONJ
ajase-655	89	2	farmer	farmer	NOUN
ajase-655	89	3	i	i	PRON
ajase-655	89	4	make	make	VERB
ajase-655	89	5	choice	choice	NOUN
ajase-655	89	6	j	j	PROPN
ajase-655	89	7	adaptation	adaptation	NOUN
ajase-655	89	8	in	in	ADP
ajase-655	89	9	particular	particular	ADJ
ajase-655	89	10	,	,	PUNCT
ajase-655	89	11	then	then	ADV
ajase-655	89	12	we	we	PRON
ajase-655	89	13	assume	assume	VERB
ajase-655	89	14	that	that	SCONJ
ajase-655	89	15	uij	uij	PRON
ajase-655	89	16	is	be	AUX
ajase-655	89	17	the	the	DET
ajase-655	89	18	maximum	maximum	ADJ
ajase-655	89	19	utility	utility	NOUN
ajase-655	89	20	among	among	ADP
ajase-655	89	21	the	the	DET
ajase-655	89	22	j	j	PROPN
ajase-655	89	23	adaptation	adaptation	NOUN
ajase-655	89	24	methods	method	NOUN
ajase-655	89	25	.	.	PUNCT
ajase-655	90	1	prob	prob	NOUN
ajase-655	90	2	(	(	PUNCT
ajase-655	90	3	uij	uij	PROPN
ajase-655	90	4	>	>	X
ajase-655	90	5	uik	uik	PROPN
ajase-655	90	6	)	)	PUNCT
ajase-655	90	7	for	for	ADP
ajase-655	90	8	all	all	DET
ajase-655	90	9	other	other	ADJ
ajase-655	90	10	k	k	PROPN
ajase-655	90	11	≠	≠	PROPN
ajase-655	90	12	j.	j.	PROPN
ajase-655	90	13	the	the	DET
ajase-655	90	14	probability	probability	NOUN
ajase-655	90	15	of	of	ADP
ajase-655	90	16	that	that	PRON
ajase-655	90	17	a	a	DET
ajase-655	90	18	particular	particular	ADJ
ajase-655	90	19	farmer	farmer	NOUN
ajase-655	90	20	will	will	AUX
ajase-655	90	21	choose	choose	VERB
ajase-655	90	22	a	a	DET
ajase-655	90	23	particular	particular	ADJ
ajase-655	90	24	alternative	alternative	NOUN
ajase-655	90	25	j	j	PROPN
ajase-655	90	26	is	be	AUX
ajase-655	90	27	given	give	VERB
ajase-655	90	28	by	by	ADP
ajase-655	90	29	the	the	DET
ajase-655	90	30	probability	probability	NOUN
ajase-655	90	31	that	that	SCONJ
ajase-655	90	32	the	the	DET
ajase-655	90	33	utility	utility	NOUN
ajase-655	90	34	of	of	ADP
ajase-655	90	35	that	that	DET
ajase-655	90	36	alternative	alternative	NOUN
ajase-655	90	37	to	to	ADP
ajase-655	90	38	the	the	DET
ajase-655	90	39	farmer	farmer	NOUN
ajase-655	90	40	is	be	AUX
ajase-655	90	41	greater	great	ADJ
ajase-655	90	42	than	than	ADP
ajase-655	90	43	the	the	DET
ajase-655	90	44	utility	utility	NOUN
ajase-655	90	45	to	to	ADP
ajase-655	90	46	that	that	DET
ajase-655	90	47	farmer	farmer	NOUN
ajase-655	90	48	of	of	ADP
ajase-655	90	49	all	all	DET
ajase-655	90	50	other	other	ADJ
ajase-655	90	51	alternative	alternative	ADJ
ajase-655	90	52	j.	j.	PROPN
ajase-655	90	53	multinomial	multinomial	PROPN
ajase-655	90	54	logit	logit	PROPN
ajase-655	90	55	model	model	PROPN
ajase-655	90	56	multinomial	multinomial	ADJ
ajase-655	90	57	logistic	logistic	ADJ
ajase-655	90	58	regression	regression	NOUN
ajase-655	90	59	is	be	AUX
ajase-655	90	60	a	a	DET
ajase-655	90	61	simple	simple	ADJ
ajase-655	90	62	extension	extension	NOUN
ajase-655	90	63	of	of	ADP
ajase-655	90	64	binary	binary	ADJ
ajase-655	90	65	logistic	logistic	ADJ
ajase-655	90	66	regression	regression	NOUN
ajase-655	90	67	(	(	PUNCT
ajase-655	90	68	takes	take	VERB
ajase-655	90	69	only	only	ADV
ajase-655	90	70	two	two	NUM
ajase-655	90	71	categories	category	NOUN
ajase-655	90	72	of	of	ADP
ajase-655	90	73	the	the	DET
ajase-655	90	74	dependent	dependent	NOUN
ajase-655	90	75	)	)	PUNCT
ajase-655	90	76	that	that	PRON
ajase-655	90	77	allows	allow	VERB
ajase-655	90	78	for	for	ADP
ajase-655	90	79	more	more	ADJ
ajase-655	90	80	than	than	ADP
ajase-655	90	81	two	two	NUM
ajase-655	90	82	categories	category	NOUN
ajase-655	90	83	or	or	CCONJ
ajase-655	90	84	levels	level	NOUN
ajase-655	90	85	of	of	ADP
ajase-655	90	86	the	the	DET
ajase-655	90	87	dependent	dependent	ADJ
ajase-655	90	88	or	or	CCONJ
ajase-655	90	89	outcome	outcome	VERB
ajase-655	90	90	variable	variable	NOUN
ajase-655	90	91	and	and	CCONJ
ajase-655	90	92	is	be	AUX
ajase-655	90	93	easy	easy	ADJ
ajase-655	90	94	,	,	PUNCT
ajase-655	90	95	simple	simple	ADJ
ajase-655	90	96	in	in	ADP
ajase-655	90	97	calculating	calculate	VERB
ajase-655	90	98	the	the	DET
ajase-655	90	99	choice	choice	NOUN
ajase-655	90	100	probability	probability	NOUN
ajase-655	90	101	and	and	CCONJ
ajase-655	90	102	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	90	103	pa	pa	PROPN
ajase-655	90	104	ge	ge	PROPN
ajase-655	90	105	18	18	NUM
ajase-655	90	106	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	90	107	am	am	NOUN
ajase-655	90	108	.	.	PUNCT
ajase-655	91	1	j.	j.	PROPN
ajase-655	91	2	appl	appl	PROPN
ajase-655	91	3	.	.	PROPN
ajase-655	92	1	stat	stat	PROPN
ajase-655	92	2	.	.	PUNCT
ajase-655	93	1	econ	econ	PROPN
ajase-655	93	2	.	.	PUNCT
ajase-655	94	1	2(1	2(1	NUM
ajase-655	94	2	)	)	PUNCT
ajase-655	94	3	15	15	NUM
ajase-655	94	4	-	-	SYM
ajase-655	94	5	27	27	NUM
ajase-655	94	6	,	,	PUNCT
ajase-655	94	7	2023	2023	NUM
ajase-655	94	8	expressible	expressible	NOUN
ajase-655	94	9	in	in	ADP
ajase-655	94	10	analytical	analytical	ADJ
ajase-655	94	11	form	form	NOUN
ajase-655	94	12	.	.	PUNCT
ajase-655	95	1	mnl	mnl	NOUN
ajase-655	95	2	model	model	NOUN
ajase-655	95	3	is	be	AUX
ajase-655	95	4	appropriate	appropriate	ADJ
ajase-655	95	5	for	for	ADP
ajase-655	95	6	this	this	DET
ajase-655	95	7	study	study	NOUN
ajase-655	95	8	because	because	SCONJ
ajase-655	95	9	mnl	mnl	NOUN
ajase-655	95	10	model	model	NOUN
ajase-655	95	11	is	be	AUX
ajase-655	95	12	the	the	DET
ajase-655	95	13	simplest	simple	ADJ
ajase-655	95	14	and	and	CCONJ
ajase-655	95	15	often	often	ADV
ajase-655	95	16	preferable	preferable	ADJ
ajase-655	95	17	compared	compare	VERB
ajase-655	95	18	to	to	ADP
ajase-655	95	19	more	more	ADV
ajase-655	95	20	complex	complex	ADJ
ajase-655	95	21	multinomial	multinomial	ADJ
ajase-655	95	22	probit	probit	NOUN
ajase-655	95	23	to	to	PART
ajase-655	95	24	identify	identify	VERB
ajase-655	95	25	factors	factor	NOUN
ajase-655	95	26	affecting	affect	VERB
ajase-655	95	27	adaptation	adaptation	NOUN
ajase-655	95	28	strategy	strategy	NOUN
ajase-655	95	29	of	of	ADP
ajase-655	95	30	smallholder	smallholder	NOUN
ajase-655	95	31	farmers	farmer	NOUN
ajase-655	95	32	to	to	PART
ajase-655	95	33	climate	climate	NOUN
ajase-655	95	34	change	change	NOUN
ajase-655	95	35	.	.	PUNCT
ajase-655	96	1	mnp	mnp	PROPN
ajase-655	96	2	is	be	AUX
ajase-655	96	3	susceptible	susceptible	ADJ
ajase-655	96	4	to	to	ADP
ajase-655	96	5	a	a	DET
ajase-655	96	6	number	number	NOUN
ajase-655	96	7	of	of	ADP
ajase-655	96	8	estimation	estimation	NOUN
ajase-655	96	9	problems	problem	NOUN
ajase-655	96	10	,	,	PUNCT
ajase-655	96	11	the	the	DET
ajase-655	96	12	most	most	ADV
ajase-655	96	13	serious	serious	ADJ
ajase-655	96	14	of	of	ADP
ajase-655	96	15	which	which	PRON
ajase-655	96	16	is	be	AUX
ajase-655	96	17	that	that	SCONJ
ajase-655	96	18	the	the	DET
ajase-655	96	19	mnp	mnp	PROPN
ajase-655	96	20	is	be	AUX
ajase-655	96	21	often	often	ADV
ajase-655	96	22	weakly	weakly	ADV
ajase-655	96	23	identified	identify	VERB
ajase-655	96	24	in	in	ADP
ajase-655	96	25	application	application	NOUN
ajase-655	96	26	to	to	PART
ajase-655	96	27	analyze	analyze	VERB
ajase-655	96	28	factors	factor	NOUN
ajase-655	96	29	affecting	affect	VERB
ajase-655	96	30	the	the	DET
ajase-655	96	31	choice	choice	NOUN
ajase-655	96	32	of	of	ADP
ajase-655	96	33	adaptation	adaptation	NOUN
ajase-655	96	34	strategy	strategy	NOUN
ajase-655	96	35	of	of	ADP
ajase-655	96	36	smallholder	smallholder	NOUN
ajase-655	96	37	farmer	farmer	NOUN
ajase-655	96	38	to	to	ADP
ajase-655	96	39	climate	climate	NOUN
ajase-655	96	40	change	change	NOUN
ajase-655	96	41	.	.	PUNCT
ajase-655	97	1	weak	weak	ADJ
ajase-655	97	2	identification	identification	NOUN
ajase-655	97	3	is	be	AUX
ajase-655	97	4	difficult	difficult	ADJ
ajase-655	97	5	to	to	PART
ajase-655	97	6	diagnose	diagnose	VERB
ajase-655	97	7	and	and	CCONJ
ajase-655	97	8	may	may	AUX
ajase-655	97	9	lead	lead	VERB
ajase-655	97	10	to	to	PART
ajase-655	97	11	plausible	plausible	ADJ
ajase-655	97	12	,	,	PUNCT
ajase-655	97	13	yet	yet	ADV
ajase-655	97	14	arbitrary	arbitrary	ADJ
ajase-655	97	15	or	or	CCONJ
ajase-655	97	16	misleading	misleading	ADJ
ajase-655	97	17	inferences	inference	NOUN
ajase-655	97	18	.	.	PUNCT
ajase-655	98	1	the	the	DET
ajase-655	98	2	main	main	ADJ
ajase-655	98	3	limitation	limitation	NOUN
ajase-655	98	4	of	of	ADP
ajase-655	98	5	the	the	DET
ajase-655	98	6	model	model	NOUN
ajase-655	98	7	is	be	AUX
ajase-655	98	8	the	the	DET
ajase-655	98	9	independent	independent	NOUN
ajase-655	98	10	of	of	ADP
ajase-655	98	11	irrelevant	irrelevant	ADJ
ajase-655	98	12	alternative	alternative	ADJ
ajase-655	98	13	(	(	PUNCT
ajase-655	98	14	iia	iia	NOUN
ajase-655	98	15	)	)	PUNCT
ajase-655	98	16	property	property	NOUN
ajase-655	98	17	,	,	PUNCT
ajase-655	98	18	which	which	PRON
ajase-655	98	19	states	state	VERB
ajase-655	98	20	that	that	SCONJ
ajase-655	98	21	the	the	DET
ajase-655	98	22	ratio	ratio	NOUN
ajase-655	98	23	of	of	ADP
ajase-655	98	24	the	the	DET
ajase-655	98	25	probability	probability	NOUN
ajase-655	98	26	of	of	ADP
ajase-655	98	27	choosing	choose	VERB
ajase-655	98	28	any	any	DET
ajase-655	98	29	two	two	NUM
ajase-655	98	30	alternatives	alternative	NOUN
ajase-655	98	31	is	be	AUX
ajase-655	98	32	independence	independence	NOUN
ajase-655	98	33	of	of	ADP
ajase-655	98	34	the	the	DET
ajase-655	98	35	attributes	attribute	NOUN
ajase-655	98	36	of	of	ADP
ajase-655	98	37	any	any	DET
ajase-655	98	38	other	other	ADJ
ajase-655	98	39	alternative	alternative	NOUN
ajase-655	98	40	in	in	ADP
ajase-655	98	41	the	the	DET
ajase-655	98	42	choice	choice	NOUN
ajase-655	98	43	set	set	NOUN
ajase-655	98	44	.	.	PUNCT
ajase-655	99	1	the	the	DET
ajase-655	99	2	multinomial	multinomial	ADJ
ajase-655	99	3	probit	probit	NOUN
ajase-655	99	4	(	(	PUNCT
ajase-655	99	5	mnp	mnp	PROPN
ajase-655	99	6	)	)	PUNCT
ajase-655	99	7	model	model	NOUN
ajase-655	99	8	specification	specification	NOUN
ajase-655	99	9	for	for	ADP
ajase-655	99	10	discrete	discrete	ADJ
ajase-655	99	11	choice	choice	NOUN
ajase-655	99	12	model	model	NOUN
ajase-655	99	13	does	do	AUX
ajase-655	99	14	not	not	PART
ajase-655	99	15	require	require	VERB
ajase-655	99	16	the	the	DET
ajase-655	99	17	assumption	assumption	NOUN
ajase-655	99	18	of	of	ADP
ajase-655	99	19	the	the	DET
ajase-655	99	20	iia	iia	NOUN
ajase-655	99	21	.	.	PUNCT
ajase-655	100	1	the	the	DET
ajase-655	100	2	mnl	mnl	PROPN
ajase-655	100	3	model	model	NOUN
ajase-655	100	4	was	be	AUX
ajase-655	100	5	used	use	VERB
ajase-655	100	6	by	by	ADP
ajase-655	100	7	many	many	ADJ
ajase-655	100	8	researchers	researcher	NOUN
ajase-655	100	9	to	to	ADP
ajase-655	100	10	the	the	DET
ajase-655	100	11	model	model	NOUN
ajase-655	100	12	climate	climate	NOUN
ajase-655	100	13	change	change	NOUN
ajase-655	100	14	adaptation	adaptation	NOUN
ajase-655	100	15	practices	practice	NOUN
ajase-655	100	16	of	of	ADP
ajase-655	100	17	smallholder	smallholder	NOUN
ajase-655	100	18	farmers	farmer	NOUN
ajase-655	100	19	.	.	PUNCT
ajase-655	101	1	therefore	therefore	ADV
ajase-655	101	2	,	,	PUNCT
ajase-655	101	3	the	the	DET
ajase-655	101	4	multinomial	multinomial	ADJ
ajase-655	101	5	logit	logit	PROPN
ajase-655	101	6	model	model	NOUN
ajase-655	101	7	is	be	AUX
ajase-655	101	8	appropriate	appropriate	ADJ
ajase-655	101	9	to	to	ADP
ajase-655	101	10	the	the	DET
ajase-655	101	11	model	model	NOUN
ajase-655	101	12	of	of	ADP
ajase-655	101	13	climate	climate	NOUN
ajase-655	101	14	change	change	NOUN
ajase-655	101	15	adaptation	adaptation	NOUN
ajase-655	101	16	practice	practice	NOUN
ajase-655	101	17	of	of	ADP
ajase-655	101	18	smallholder	smallholder	NOUN
ajase-655	101	19	farmers	farmer	NOUN
ajase-655	101	20	in	in	ADP
ajase-655	101	21	this	this	DET
ajase-655	101	22	study	study	NOUN
ajase-655	101	23	area	area	NOUN
ajase-655	101	24	the	the	DET
ajase-655	101	25	multinomial	multinomial	PROPN
ajase-655	101	26	logit	logit	PROPN
ajase-655	101	27	model	model	NOUN
ajase-655	101	28	for	for	ADP
ajase-655	101	29	the	the	DET
ajase-655	101	30	adaptation	adaptation	NOUN
ajase-655	101	31	choice	choice	NOUN
ajase-655	101	32	can	can	AUX
ajase-655	101	33	be	be	AUX
ajase-655	101	34	specified	specify	VERB
ajase-655	101	35	as	as	ADP
ajase-655	101	36	in	in	ADP
ajase-655	101	37	the	the	DET
ajase-655	101	38	following	follow	VERB
ajase-655	101	39	relationship	relationship	NOUN
ajase-655	101	40	between	between	ADP
ajase-655	101	41	the	the	DET
ajase-655	101	42	probability	probability	NOUN
ajase-655	101	43	of	of	ADP
ajase-655	101	44	choosing	choose	VERB
ajase-655	101	45	option	option	NOUN
ajase-655	101	46	and	and	CCONJ
ajase-655	101	47	a	a	DET
ajase-655	101	48	set	set	NOUN
ajase-655	101	49	of	of	ADP
ajase-655	101	50	explanatory	explanatory	ADJ
ajase-655	101	51	variables	variable	NOUN
ajase-655	101	52	x	x	PUNCT
ajase-655	102	1	[	[	X
ajase-655	102	2	11	11	NUM
ajase-655	102	3	]	]	X
ajase-655	102	4	prob(yi	prob(yi	PROPN
ajase-655	102	5	=	=	SYM
ajase-655	102	6	j	j	NOUN
ajase-655	102	7	)	)	PUNCT
ajase-655	102	8	=	=	NOUN
ajase-655	102	9	equation	equation	NOUN
ajase-655	102	10	(	(	PUNCT
ajase-655	102	11	1	1	X
ajase-655	102	12	)	)	PUNCT
ajase-655	102	13	is	be	AUX
ajase-655	102	14	normalized	normalize	VERB
ajase-655	102	15	to	to	PART
ajase-655	102	16	remove	remove	VERB
ajase-655	102	17	indeterminacy	indeterminacy	NOUN
ajase-655	102	18	in	in	ADP
ajase-655	102	19	the	the	DET
ajase-655	102	20	model	model	NOUN
ajase-655	102	21	by	by	ADP
ajase-655	102	22	assuming	assume	VERB
ajase-655	102	23	β0=0	β0=0	PUNCT
ajase-655	102	24	and	and	CCONJ
ajase-655	102	25	the	the	DET
ajase-655	102	26	probabilities	probability	NOUN
ajase-655	102	27	can	can	AUX
ajase-655	102	28	be	be	AUX
ajase-655	102	29	estimated	estimate	VERB
ajase-655	102	30	as	as	ADP
ajase-655	102	31	:	:	PUNCT
ajase-655	102	32	prob(yi	prob(yi	PROPN
ajase-655	102	33	=	=	SYM
ajase-655	102	34	j	j	PROPN
ajase-655	102	35	/	/	SYM
ajase-655	102	36	xi	xi	PROPN
ajase-655	102	37	)	)	PUNCT
ajase-655	102	38	=	=	SYM
ajase-655	102	39	β_(0=0	β_(0=0	NOUN
ajase-655	102	40	)	)	PUNCT
ajase-655	102	41	…	…	PUNCT
ajase-655	102	42	..	..	PUNCT
ajase-655	102	43	(	(	PUNCT
ajase-655	102	44	2	2	X
ajase-655	102	45	)	)	PUNCT
ajase-655	102	46	maximum	maximum	ADJ
ajase-655	102	47	likelihood	likelihood	NOUN
ajase-655	102	48	estimation	estimation	NOUN
ajase-655	102	49	of	of	ADP
ajase-655	102	50	equation	equation	NOUN
ajase-655	102	51	(	(	PUNCT
ajase-655	102	52	2	2	X
ajase-655	102	53	)	)	PUNCT
ajase-655	102	54	yields	yield	VERB
ajase-655	102	55	the	the	DET
ajase-655	102	56	log	log	NOUN
ajase-655	102	57	-	-	PUNCT
ajase-655	102	58	odds	odd	NOUN
ajase-655	102	59	ratio	ratio	NOUN
ajase-655	102	60	the	the	DET
ajase-655	102	61	dependent	dependent	ADJ
ajase-655	102	62	variable	variable	NOUN
ajase-655	102	63	of	of	ADP
ajase-655	102	64	any	any	DET
ajase-655	102	65	adaptation	adaptation	NOUN
ajase-655	102	66	option	option	NOUN
ajase-655	102	67	is	be	AUX
ajase-655	102	68	therefore	therefore	ADV
ajase-655	102	69	the	the	DET
ajase-655	102	70	log	log	NOUN
ajase-655	102	71	of	of	ADP
ajase-655	102	72	odd	odd	ADJ
ajase-655	102	73	in	in	ADP
ajase-655	102	74	relation	relation	NOUN
ajase-655	102	75	to	to	ADP
ajase-655	102	76	the	the	DET
ajase-655	102	77	basealternative	basealternative	NOUN
ajase-655	102	78	.	.	PUNCT
ajase-655	103	1	according	accord	VERB
ajase-655	103	2	to	to	ADP
ajase-655	103	3	greene	greene	PROPN
ajase-655	103	4	(	(	PUNCT
ajase-655	103	5	2003	2003	NUM
ajase-655	103	6	)	)	PUNCT
ajase-655	103	7	,	,	PUNCT
ajase-655	103	8	the	the	DET
ajase-655	103	9	mnl	mnl	PROPN
ajase-655	103	10	coefficients	coefficient	NOUN
ajase-655	103	11	are	be	AUX
ajase-655	103	12	difficult	difficult	ADJ
ajase-655	103	13	to	to	PART
ajase-655	103	14	interpret	interpret	VERB
ajase-655	103	15	and	and	CCONJ
ajase-655	103	16	associating	associate	VERB
ajase-655	103	17	theβ_j	theβ_j	NOUN
ajase-655	103	18	with	with	ADP
ajase-655	103	19	the	the	DET
ajase-655	103	20	jth	jth	PROPN
ajase-655	103	21	outcome	outcome	NOUN
ajase-655	103	22	is	be	AUX
ajase-655	103	23	tempting	tempting	ADJ
ajase-655	103	24	and	and	CCONJ
ajase-655	103	25	misleading	misleading	ADJ
ajase-655	103	26	.	.	PUNCT
ajase-655	104	1	marginal	marginal	ADJ
ajase-655	104	2	effect	effect	NOUN
ajase-655	104	3	is	be	AUX
ajase-655	104	4	useful	useful	ADJ
ajase-655	104	5	to	to	PART
ajase-655	104	6	interpret	interpret	VERB
ajase-655	104	7	the	the	DET
ajase-655	104	8	effect	effect	NOUN
ajase-655	104	9	of	of	ADP
ajase-655	104	10	independent	independent	ADJ
ajase-655	104	11	variable	variable	NOUN
ajase-655	104	12	on	on	ADP
ajase-655	104	13	the	the	DET
ajase-655	104	14	dependent	dependent	ADJ
ajase-655	104	15	variable	variable	NOUN
ajase-655	104	16	in	in	ADP
ajase-655	104	17	terms	term	NOUN
ajase-655	104	18	of	of	ADP
ajase-655	104	19	probabilities	probability	NOUN
ajase-655	104	20	.	.	PUNCT
ajase-655	105	1	the	the	DET
ajase-655	105	2	marginal	marginal	ADJ
ajase-655	105	3	effects	effect	NOUN
ajase-655	105	4	,	,	PUNCT
ajase-655	105	5	measure	measure	VERB
ajase-655	105	6	the	the	DET
ajase-655	105	7	expected	expect	VERB
ajase-655	105	8	change	change	NOUN
ajase-655	105	9	in	in	ADP
ajase-655	105	10	probability	probability	NOUN
ajase-655	105	11	of	of	ADP
ajase-655	105	12	a	a	DET
ajase-655	105	13	particular	particular	ADJ
ajase-655	105	14	choice	choice	NOUN
ajase-655	105	15	being	be	AUX
ajase-655	105	16	made	make	VERB
ajase-655	105	17	with	with	ADP
ajase-655	105	18	respect	respect	NOUN
ajase-655	105	19	to	to	ADP
ajase-655	105	20	a	a	DET
ajase-655	105	21	unite	unite	NOUN
ajase-655	105	22	change	change	NOUN
ajase-655	105	23	in	in	ADP
ajase-655	105	24	explanatory	explanatory	ADJ
ajase-655	105	25	variable	variable	NOUN
ajase-655	105	26	.	.	PUNCT
ajase-655	106	1	independence	independence	NOUN
ajase-655	106	2	of	of	ADP
ajase-655	106	3	irrelevant	irrelevant	ADJ
ajase-655	106	4	alternative	alternative	ADJ
ajase-655	106	5	(	(	PUNCT
ajase-655	106	6	iia	iia	NOUN
ajase-655	106	7	)	)	PUNCT
ajase-655	106	8	test	test	NOUN
ajase-655	106	9	for	for	ADP
ajase-655	106	10	mnl	mnl	NOUN
ajase-655	106	11	model	model	NOUN
ajase-655	106	12	as	as	SCONJ
ajase-655	106	13	it	it	PRON
ajase-655	106	14	is	be	AUX
ajase-655	106	15	discussed	discuss	VERB
ajase-655	106	16	earlier	early	ADV
ajase-655	106	17	,	,	PUNCT
ajase-655	106	18	the	the	DET
ajase-655	106	19	multinomial	multinomial	ADJ
ajase-655	106	20	logit	logit	PROPN
ajase-655	106	21	model	model	NOUN
ajase-655	106	22	requires	require	VERB
ajase-655	106	23	the	the	DET
ajase-655	106	24	fulfillment	fulfillment	NOUN
ajase-655	106	25	of	of	ADP
ajase-655	106	26	the	the	DET
ajase-655	106	27	assumption	assumption	NOUN
ajase-655	106	28	of	of	ADP
ajase-655	106	29	the	the	DET
ajase-655	106	30	independence	independence	NOUN
ajase-655	106	31	of	of	ADP
ajase-655	106	32	irrelevant	irrelevant	ADJ
ajase-655	106	33	alternatives	alternative	NOUN
ajase-655	106	34	(	(	PUNCT
ajase-655	106	35	iia	iia	NOUN
ajase-655	106	36	)	)	PUNCT
ajase-655	106	37	,	,	PUNCT
ajase-655	106	38	otherwise	otherwise	ADV
ajase-655	106	39	the	the	DET
ajase-655	106	40	model	model	NOUN
ajase-655	106	41	is	be	AUX
ajase-655	106	42	not	not	PART
ajase-655	106	43	appropriate	appropriate	ADJ
ajase-655	106	44	.	.	PUNCT
ajase-655	107	1	different	different	ADJ
ajase-655	107	2	literatures	literature	NOUN
ajase-655	107	3	suggest	suggest	VERB
ajase-655	107	4	different	different	ADJ
ajase-655	107	5	ways	way	NOUN
ajase-655	107	6	to	to	ADP
ajase-655	107	7	handling	handle	VERB
ajase-655	107	8	the	the	DET
ajase-655	107	9	problem	problem	NOUN
ajase-655	107	10	of	of	ADP
ajase-655	107	11	iia	iia	NOUN
ajase-655	107	12	and	and	CCONJ
ajase-655	107	13	to	to	PART
ajase-655	107	14	test	test	VERB
ajase-655	107	15	the	the	DET
ajase-655	107	16	fulfillment	fulfillment	NOUN
ajase-655	107	17	of	of	ADP
ajase-655	107	18	the	the	DET
ajase-655	107	19	assumption	assumption	NOUN
ajase-655	107	20	.	.	PUNCT
ajase-655	108	1	for	for	ADP
ajase-655	108	2	instance	instance	NOUN
ajase-655	108	3	,	,	PUNCT
ajase-655	108	4	mcfadden	mcfadden	PROPN
ajase-655	108	5	(	(	PUNCT
ajase-655	108	6	1973	1973	NUM
ajase-655	108	7	)	)	PUNCT
ajase-655	108	8	forwarded	forward	VERB
ajase-655	108	9	that	that	DET
ajase-655	108	10	models	model	NOUN
ajase-655	108	11	with	with	ADP
ajase-655	108	12	independence	independence	NOUN
ajase-655	108	13	of	of	ADP
ajase-655	108	14	irrelevant	irrelevant	ADJ
ajase-655	108	15	alternative	alternative	ADJ
ajase-655	108	16	assumption	assumption	NOUN
ajase-655	108	17	should	should	AUX
ajase-655	108	18	be	be	AUX
ajase-655	108	19	used	use	VERB
ajase-655	108	20	in	in	ADP
ajase-655	108	21	cases	case	NOUN
ajase-655	108	22	where	where	SCONJ
ajase-655	108	23	the	the	DET
ajase-655	108	24	alternatives	alternative	NOUN
ajase-655	108	25	can	can	AUX
ajase-655	108	26	plausibly	plausibly	ADV
ajase-655	108	27	be	be	AUX
ajase-655	108	28	assumed	assume	VERB
ajase-655	108	29	to	to	PART
ajase-655	108	30	be	be	AUX
ajase-655	108	31	distinct	distinct	ADJ
ajase-655	108	32	and	and	CCONJ
ajase-655	108	33	weighted	weight	VERB
ajase-655	108	34	independently	independently	ADV
ajase-655	108	35	in	in	ADP
ajase-655	108	36	the	the	DET
ajase-655	108	37	eyes	eye	NOUN
ajase-655	108	38	of	of	ADP
ajase-655	108	39	each	each	DET
ajase-655	108	40	decision	decision	NOUN
ajase-655	108	41	option	option	NOUN
ajase-655	108	42	.	.	PUNCT
ajase-655	109	1	moreover	moreover	ADV
ajase-655	109	2	,	,	PUNCT
ajase-655	109	3	multinomial	multinomial	ADJ
ajase-655	109	4	logit	logit	NOUN
ajase-655	109	5	models	model	NOUN
ajase-655	109	6	are	be	AUX
ajase-655	109	7	work	work	NOUN
ajase-655	109	8	well	well	ADV
ajase-655	109	9	when	when	SCONJ
ajase-655	109	10	the	the	DET
ajase-655	109	11	alternative	alternative	NOUN
ajase-655	109	12	is	be	AUX
ajase-655	109	13	dissimilar	dissimilar	ADJ
ajase-655	109	14	.	.	PUNCT
ajase-655	110	1	beside	beside	ADV
ajase-655	110	2	,	,	PUNCT
ajase-655	110	3	two	two	NUM
ajase-655	110	4	most	most	ADJ
ajase-655	110	5	commonways	commonway	NOUN
ajase-655	110	6	that	that	PRON
ajase-655	110	7	are	be	AUX
ajase-655	110	8	used	use	VERB
ajase-655	110	9	to	to	PART
ajase-655	110	10	test	test	VERB
ajase-655	110	11	independence	independence	NOUN
ajase-655	110	12	of	of	ADP
ajase-655	110	13	irrelevant	irrelevant	ADJ
ajase-655	110	14	alternative	alternative	ADJ
ajase-655	110	15	(	(	PUNCT
ajase-655	110	16	iia	iia	NOUN
ajase-655	110	17	)	)	PUNCT
ajase-655	110	18	are	be	AUX
ajase-655	110	19	(	(	PUNCT
ajase-655	110	20	bazeley	bazeley	ADJ
ajase-655	110	21	,	,	PUNCT
ajase-655	110	22	p.	p.	NOUN
ajase-655	110	23	2009	2009	NUM
ajase-655	110	24	)	)	PUNCT
ajase-655	110	25	.	.	PUNCT
ajase-655	111	1	in	in	ADP
ajase-655	111	2	this	this	DET
ajase-655	111	3	model	model	NOUN
ajase-655	111	4	six	six	NUM
ajase-655	111	5	categorical	categorical	ADJ
ajase-655	111	6	outcome	outcome	NOUN
ajase-655	111	7	tests	test	NOUN
ajase-655	111	8	of	of	ADP
ajase-655	111	9	iia	iia	NOUN
ajase-655	111	10	are	be	AUX
ajase-655	111	11	reported	report	VERB
ajase-655	111	12	here	here	ADV
ajase-655	111	13	.	.	PUNCT
ajase-655	112	1	then	then	ADV
ajase-655	112	2	the	the	DET
ajase-655	112	3	study	study	NOUN
ajase-655	112	4	computed	compute	VERB
ajase-655	112	5	the	the	DET
ajase-655	112	6	model	model	NOUN
ajase-655	112	7	using	use	VERB
ajase-655	112	8	no	no	DET
ajase-655	112	9	adaptation	adaptation	NOUN
ajase-655	112	10	strategy	strategy	NOUN
ajase-655	112	11	as	as	ADP
ajase-655	112	12	a	a	DET
ajase-655	112	13	base	base	NOUN
ajase-655	112	14	category	category	NOUN
ajase-655	112	15	.	.	PUNCT
ajase-655	113	1	the	the	DET
ajase-655	113	2	study	study	NOUN
ajase-655	113	3	was	be	AUX
ajase-655	113	4	used	use	VERB
ajase-655	113	5	(	(	PUNCT
ajase-655	113	6	tse	tse	PROPN
ajase-655	113	7	,	,	PUNCT
ajase-655	113	8	y.k	y.k	PROPN
ajase-655	113	9	.	.	PROPN
ajase-655	113	10	1987	1987	NUM
ajase-655	113	11	)	)	PUNCT
ajase-655	113	12	test	test	NOUN
ajase-655	113	13	of	of	ADP
ajase-655	113	14	independence	independence	NOUN
ajase-655	113	15	of	of	ADP
ajase-655	113	16	irrelevant	irrelevant	ADJ
ajase-655	113	17	alternatives	alternative	NOUN
ajase-655	113	18	.	.	PUNCT
ajase-655	114	1	statistical	statistical	ADJ
ajase-655	114	2	and	and	CCONJ
ajase-655	114	3	specification	specification	NOUN
ajase-655	114	4	tests	test	NOUN
ajase-655	114	5	before	before	SCONJ
ajase-655	114	6	carry	carry	VERB
ajase-655	114	7	out	out	ADP
ajase-655	114	8	the	the	DET
ajase-655	114	9	final	final	ADJ
ajase-655	114	10	model	model	NOUN
ajase-655	114	11	regressions	regression	NOUN
ajase-655	114	12	,	,	PUNCT
ajase-655	114	13	all	all	DET
ajase-655	114	14	the	the	DET
ajase-655	114	15	hypothesized	hypothesized	ADJ
ajase-655	114	16	explanatory	explanatory	ADJ
ajase-655	114	17	variables	variable	NOUN
ajase-655	114	18	were	be	AUX
ajase-655	114	19	checked	check	VERB
ajase-655	114	20	for	for	ADP
ajase-655	114	21	some	some	DET
ajase-655	114	22	statistical	statistical	ADJ
ajase-655	114	23	problems	problem	NOUN
ajase-655	114	24	such	such	ADJ
ajase-655	114	25	as	as	ADP
ajase-655	114	26	the	the	DET
ajase-655	114	27	issue	issue	NOUN
ajase-655	114	28	of	of	ADP
ajase-655	114	29	multicollinearity	multicollinearity	NOUN
ajase-655	114	30	.	.	PUNCT
ajase-655	115	1	basically	basically	ADV
ajase-655	115	2	,	,	PUNCT
ajase-655	115	3	multicollinearity	multicollinearity	NOUN
ajase-655	115	4	problem	problem	NOUN
ajase-655	115	5	may	may	AUX
ajase-655	115	6	arise	arise	VERB
ajase-655	115	7	due	due	ADP
ajase-655	115	8	to	to	ADP
ajase-655	115	9	a	a	DET
ajase-655	115	10	linear	linear	ADJ
ajase-655	115	11	relationship	relationship	NOUN
ajase-655	115	12	among	among	ADP
ajase-655	115	13	explanatory	explanatory	ADJ
ajase-655	115	14	variables	variable	NOUN
ajase-655	115	15	and	and	CCONJ
ajase-655	115	16	the	the	DET
ajase-655	115	17	problem	problem	NOUN
ajase-655	115	18	is	be	AUX
ajase-655	115	19	that	that	SCONJ
ajase-655	115	20	,	,	PUNCT
ajase-655	115	21	it	it	PRON
ajase-655	115	22	might	might	AUX
ajase-655	115	23	cause	cause	VERB
ajase-655	115	24	the	the	DET
ajase-655	115	25	estimated	estimate	VERB
ajase-655	115	26	regression	regression	NOUN
ajase-655	115	27	coefficients	coefficient	NOUN
ajase-655	115	28	to	to	PART
ajase-655	115	29	have	have	VERB
ajase-655	115	30	wrong	wrong	ADJ
ajase-655	115	31	signs	sign	NOUN
ajase-655	115	32	of	of	ADP
ajase-655	115	33	coefficients	coefficient	NOUN
ajase-655	115	34	,	,	PUNCT
ajase-655	115	35	smaller	small	ADJ
ajase-655	115	36	t	t	NOUN
ajase-655	115	37	-	-	PUNCT
ajase-655	115	38	ratios	ratio	NOUN
ajase-655	115	39	for	for	ADP
ajase-655	115	40	many	many	ADJ
ajase-655	115	41	of	of	ADP
ajase-655	115	42	the	the	DET
ajase-655	115	43	variables	variable	NOUN
ajase-655	115	44	in	in	ADP
ajase-655	115	45	the	the	DET
ajase-655	115	46	regression	regression	NOUN
ajase-655	115	47	and	and	CCONJ
ajase-655	115	48	high	high	ADJ
ajase-655	115	49	r	r	NOUN
ajase-655	115	50	-	-	PUNCT
ajase-655	115	51	square	square	ADJ
ajase-655	115	52	value	value	NOUN
ajase-655	115	53	.	.	PUNCT
ajase-655	116	1	besides	besides	SCONJ
ajase-655	116	2	,	,	PUNCT
ajase-655	116	3	it	it	PRON
ajase-655	116	4	causes	cause	VERB
ajase-655	116	5	large	large	ADJ
ajase-655	116	6	variance	variance	NOUN
ajase-655	116	7	and	and	CCONJ
ajase-655	116	8	standard	standard	ADJ
ajase-655	116	9	errors	error	NOUN
ajase-655	116	10	with	with	ADP
ajase-655	116	11	a	a	DET
ajase-655	116	12	wide	wide	ADJ
ajase-655	116	13	confidence	confidence	NOUN
ajase-655	116	14	interval	interval	NOUN
ajase-655	116	15	.	.	PUNCT
ajase-655	117	1	hence	hence	ADV
ajase-655	117	2	,	,	PUNCT
ajase-655	117	3	it	it	PRON
ajase-655	117	4	is	be	AUX
ajase-655	117	5	quite	quite	ADV
ajase-655	117	6	difficult	difficult	ADJ
ajase-655	117	7	to	to	PART
ajase-655	117	8	estimate	estimate	VERB
ajase-655	117	9	accurately	accurately	ADV
ajase-655	117	10	the	the	DET
ajase-655	117	11	effect	effect	NOUN
ajase-655	117	12	of	of	ADP
ajase-655	117	13	each	each	DET
ajase-655	117	14	variable	variable	NOUN
ajase-655	117	15	on	on	ADP
ajase-655	117	16	the	the	DET
ajase-655	117	17	dependent	dependent	NOUN
ajase-655	117	18	.	.	PUNCT
ajase-655	118	1	there	there	PRON
ajase-655	118	2	are	be	VERB
ajase-655	118	3	different	different	ADJ
ajase-655	118	4	methods	method	NOUN
ajase-655	118	5	suggested	suggest	VERB
ajase-655	118	6	to	to	PART
ajase-655	118	7	detect	detect	VERB
ajase-655	118	8	the	the	DET
ajase-655	118	9	existence	existence	NOUN
ajase-655	118	10	of	of	ADP
ajase-655	118	11	multicollinearity	multicollinearity	NOUN
ajase-655	118	12	problem	problem	NOUN
ajase-655	118	13	between	between	ADP
ajase-655	118	14	the	the	DET
ajase-655	118	15	model	model	NOUN
ajase-655	118	16	explanatory	explanatory	ADJ
ajase-655	118	17	variables	variable	NOUN
ajase-655	118	18	.	.	PUNCT
ajase-655	119	1	correlation	correlation	NOUN
ajase-655	119	2	matrix	matrix	NOUN
ajase-655	119	3	method	method	NOUN
ajase-655	119	4	will	will	AUX
ajase-655	119	5	be	be	AUX
ajase-655	119	6	used	use	VERB
ajase-655	119	7	to	to	PART
ajase-655	119	8	detect	detect	VERB
ajase-655	119	9	the	the	DET
ajase-655	119	10	degree	degree	NOUN
ajase-655	119	11	of	of	ADP
ajase-655	119	12	association	association	NOUN
ajase-655	119	13	explanatory	explanatory	ADJ
ajase-655	119	14	variables	variable	NOUN
ajase-655	119	15	.	.	PUNCT
ajase-655	120	1	these	these	DET
ajase-655	120	2	variables	variable	NOUN
ajase-655	120	3	are	be	AUX
ajase-655	120	4	said	say	VERB
ajase-655	120	5	to	to	PART
ajase-655	120	6	be	be	AUX
ajase-655	120	7	collinear	collinear	ADJ
ajase-655	120	8	if	if	SCONJ
ajase-655	120	9	the	the	DET
ajase-655	120	10	value	value	NOUN
ajase-655	120	11	of	of	ADP
ajase-655	120	12	the	the	DET
ajase-655	120	13	coefficient	coefficient	NOUN
ajase-655	120	14	correlation	correlation	NOUN
ajase-655	120	15	matrix	matrix	NOUN
ajase-655	120	16	is	be	AUX
ajase-655	120	17	greater	great	ADJ
ajase-655	120	18	than	than	ADP
ajase-655	120	19	0.75	0.75	NUM
ajase-655	120	20	.	.	PUNCT
ajase-655	121	1	definitions	definition	NOUN
ajase-655	121	2	research	research	NOUN
ajase-655	121	3	variables	variable	NOUN
ajase-655	121	4	used	use	VERB
ajase-655	121	5	in	in	ADP
ajase-655	121	6	the	the	DET
ajase-655	121	7	model	model	NOUN
ajase-655	121	8	independent	independent	ADJ
ajase-655	121	9	variable	variable	NOUN
ajase-655	121	10	is	be	AUX
ajase-655	121	11	climate	climate	NOUN
ajase-655	121	12	change	change	NOUN
ajase-655	121	13	adaptation	adaptation	NOUN
ajase-655	121	14	strategies	strategy	NOUN
ajase-655	121	15	.	.	PUNCT
ajase-655	122	1	dependent	dependent	ADJ
ajase-655	122	2	variables	variable	VERB
ajase-655	122	3	the	the	DET
ajase-655	122	4	dependent	dependent	ADJ
ajase-655	122	5	variable	variable	NOUN
ajase-655	122	6	for	for	ADP
ajase-655	122	7	multinomial	multinomial	ADJ
ajase-655	122	8	logit	logit	NOUN
ajase-655	122	9	model	model	NOUN
ajase-655	122	10	of	of	ADP
ajase-655	122	11	this	this	DET
ajase-655	122	12	study	study	NOUN
ajase-655	122	13	was	be	AUX
ajase-655	122	14	adaptation	adaptation	NOUN
ajase-655	122	15	strategies	strategy	NOUN
ajase-655	122	16	that	that	PRON
ajase-655	122	17	the	the	DET
ajase-655	122	18	sample	sample	NOUN
ajase-655	122	19	households	household	NOUN
ajase-655	122	20	employed	employ	VERB
ajase-655	122	21	in	in	ADP
ajase-655	122	22	response	response	NOUN
ajase-655	122	23	to	to	ADP
ajase-655	122	24	climate	climate	NOUN
ajase-655	122	25	change	change	NOUN
ajase-655	122	26	.	.	PUNCT
ajase-655	123	1	the	the	DET
ajase-655	123	2	choice	choice	NOUN
ajase-655	123	3	of	of	ADP
ajase-655	123	4	adaptation	adaptation	NOUN
ajase-655	123	5	strategies	strategy	NOUN
ajase-655	123	6	was	be	AUX
ajase-655	123	7	based	base	VERB
ajase-655	123	8	on	on	ADP
ajase-655	123	9	the	the	DET
ajase-655	123	10	actions	action	NOUN
ajase-655	123	11	the	the	DET
ajase-655	123	12	sample	sample	NOUN
ajase-655	123	13	households	household	NOUN
ajase-655	123	14	take	take	VERB
ajase-655	123	15	to	to	PART
ajase-655	123	16	counteract	counteract	VERB
ajase-655	123	17	the	the	DET
ajase-655	123	18	negative	negative	ADJ
ajase-655	123	19	impact	impact	NOUN
ajase-655	123	20	of	of	ADP
ajase-655	123	21	climate	climate	NOUN
ajase-655	123	22	change	change	NOUN
ajase-655	123	23	/	/	SYM
ajase-655	123	24	variability	variability	NOUN
ajase-655	123	25	.	.	PUNCT
ajase-655	124	1	from	from	ADP
ajase-655	124	2	previous	previous	ADJ
ajase-655	124	3	researches	research	NOUN
ajase-655	124	4	,	,	PUNCT
ajase-655	124	5	different	different	ADJ
ajase-655	124	6	climate	climate	NOUN
ajase-655	124	7	change	change	NOUN
ajase-655	124	8	adaptation	adaptation	NOUN
ajase-655	124	9	methods	method	NOUN
ajase-655	124	10	have	have	AUX
ajase-655	124	11	been	be	AUX
ajase-655	124	12	identified	identify	VERB
ajase-655	124	13	.	.	PUNCT
ajase-655	125	1	the	the	DET
ajase-655	125	2	researcher	researcher	NOUN
ajase-655	125	3	was	be	AUX
ajase-655	125	4	asked	ask	VERB
ajase-655	125	5	numerous	numerous	ADJ
ajase-655	125	6	alternative	alternative	ADJ
ajase-655	125	7	adaptation	adaptation	NOUN
ajase-655	125	8	strategies	strategy	NOUN
ajase-655	125	9	to	to	ADP
ajase-655	125	10	the	the	DET
ajase-655	125	11	sample	sample	NOUN
ajase-655	125	12	respondents	respondent	NOUN
ajase-655	125	13	and	and	CCONJ
ajase-655	125	14	finally	finally	ADV
ajase-655	125	15	identified	identify	VERB
ajase-655	125	16	five	five	NUM
ajase-655	125	17	major	major	ADJ
ajase-655	125	18	adaptation	adaptation	NOUN
ajase-655	125	19	methods	method	NOUN
ajase-655	125	20	most	most	ADV
ajase-655	125	21	commonly	commonly	ADV
ajase-655	125	22	used	use	VERB
ajase-655	125	23	in	in	ADP
ajase-655	125	24	the	the	DET
ajase-655	125	25	area	area	NOUN
ajase-655	125	26	as	as	ADP
ajase-655	125	27	dependent	dependent	ADJ
ajase-655	125	28	variable	variable	NOUN
ajase-655	125	29	for	for	ADP
ajase-655	125	30	the	the	DET
ajase-655	125	31	multinomial	multinomial	PROPN
ajase-655	125	32	logit	logit	PROPN
ajase-655	125	33	model	model	NOUN
ajase-655	125	34	.	.	PUNCT
ajase-655	126	1	these	these	PRON
ajase-655	126	2	included	include	VERB
ajase-655	126	3	crop	crop	NOUN
ajase-655	126	4	diversification	diversification	NOUN
ajase-655	126	5	,	,	PUNCT
ajase-655	126	6	changing	change	VERB
ajase-655	126	7	planting	planting	NOUN
ajase-655	126	8	dates	date	NOUN
ajase-655	126	9	,	,	PUNCT
ajase-655	126	10	use	use	NOUN
ajase-655	126	11	of	of	ADP
ajase-655	126	12	water	water	NOUN
ajase-655	126	13	and	and	CCONJ
ajase-655	126	14	soil	soil	NOUN
ajase-655	126	15	management	management	NOUN
ajase-655	126	16	practices	practice	NOUN
ajase-655	126	17	,	,	PUNCT
ajase-655	126	18	use	use	NOUN
ajase-655	126	19	of	of	ADP
ajase-655	126	20	drought	drought	NOUN
ajase-655	126	21	tolerant	tolerant	ADJ
ajase-655	126	22	varieties	variety	NOUN
ajase-655	126	23	and	and	CCONJ
ajase-655	126	24	use	use	NOUN
ajase-655	126	25	of	of	ADP
ajase-655	126	26	irrigation	irrigation	NOUN
ajase-655	126	27	.	.	PUNCT
ajase-655	127	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	127	2	pa	pa	PROPN
ajase-655	127	3	ge	ge	PROPN
ajase-655	127	4	19	19	NUM
ajase-655	127	5	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	127	6	am	am	NOUN
ajase-655	127	7	.	.	PUNCT
ajase-655	128	1	j.	j.	PROPN
ajase-655	128	2	appl	appl	PROPN
ajase-655	128	3	.	.	PROPN
ajase-655	129	1	stat	stat	PROPN
ajase-655	129	2	.	.	PUNCT
ajase-655	130	1	econ	econ	PROPN
ajase-655	130	2	.	.	PUNCT
ajase-655	131	1	2(1	2(1	NUM
ajase-655	131	2	)	)	PUNCT
ajase-655	131	3	15	15	NUM
ajase-655	131	4	-	-	SYM
ajase-655	131	5	27	27	NUM
ajase-655	131	6	,	,	PUNCT
ajase-655	131	7	2023	2023	NUM
ajase-655	131	8	table	table	NOUN
ajase-655	131	9	2	2	NUM
ajase-655	131	10	:	:	PUNCT
ajase-655	131	11	summary	summary	NOUN
ajase-655	131	12	of	of	ADP
ajase-655	131	13	definition	definition	NOUN
ajase-655	131	14	,	,	PUNCT
ajase-655	131	15	measurement	measurement	NOUN
ajase-655	131	16	and	and	CCONJ
ajase-655	131	17	hypothesis	hypothesis	NOUN
ajase-655	131	18	of	of	ADP
ajase-655	131	19	explanatory	explanatory	ADJ
ajase-655	131	20	variables	variable	NOUN
ajase-655	131	21	independent	independent	ADJ
ajase-655	131	22	variable	variable	ADJ
ajase-655	131	23	crop	crop	NOUN
ajase-655	131	24	diversification	diversification	NOUN
ajase-655	131	25	expected	expect	VERB
ajase-655	131	26	sign	sign	VERB
ajase-655	131	27	growing	grow	VERB
ajase-655	131	28	drought	drought	ADJ
ajase-655	131	29	tolerant	tolerant	ADJ
ajase-655	131	30	crop	crop	NOUN
ajase-655	131	31	expected	expect	VERB
ajase-655	131	32	sign	sign	VERB
ajase-655	131	33	soil	soil	NOUN
ajase-655	131	34	and	and	CCONJ
ajase-655	131	35	water	water	NOUN
ajase-655	131	36	management	management	NOUN
ajase-655	131	37	expected	expect	VERB
ajase-655	131	38	sign	sign	NOUN
ajase-655	131	39	changing	change	VERB
ajase-655	131	40	planting	planting	NOUN
ajase-655	131	41	date	date	NOUN
ajase-655	131	42	expected	expect	VERB
ajase-655	131	43	sign	sign	VERB
ajase-655	131	44	small	small	ADJ
ajase-655	131	45	scale	scale	NOUN
ajase-655	131	46	irrigation	irrigation	NOUN
ajase-655	131	47	expected	expect	VERB
ajase-655	131	48	sign	sign	NOUN
ajase-655	131	49	age	age	NOUN
ajase-655	131	50	+	+	X
ajase-655	132	1	+	+	PUNCT
ajase-655	132	2	+	+	PUNCT
ajase-655	132	3	+	+	CCONJ
ajase-655	132	4	+	+	CCONJ
ajase-655	132	5	sex	sex	NOUN
ajase-655	132	6	+	+	X
ajase-655	132	7	+	+	PUNCT
ajase-655	132	8	+	+	PUNCT
ajase-655	132	9	+	+	CCONJ
ajase-655	132	10	+	+	CCONJ
ajase-655	132	11	education	education	NOUN
ajase-655	132	12	+	+	NOUN
ajase-655	133	1	+	+	PUNCT
ajase-655	134	1	+	+	PUNCT
ajase-655	134	2	+	+	CCONJ
ajase-655	134	3	+	+	CCONJ
ajase-655	134	4	farm	farm	NOUN
ajase-655	134	5	experience	experience	NOUN
ajase-655	134	6	+	+	X
ajase-655	135	1	+	+	PUNCT
ajase-655	135	2	+	+	PUNCT
ajase-655	135	3	+	+	CCONJ
ajase-655	135	4	+	+	CCONJ
ajase-655	135	5	off	off	ADJ
ajase-655	135	6	-	-	PUNCT
ajase-655	135	7	farm	farm	NOUN
ajase-655	135	8	income	income	NOUN
ajase-655	135	9	+	+	X
ajase-655	136	1	+	+	PUNCT
ajase-655	137	1	+	+	PUNCT
ajase-655	137	2	+	+	CCONJ
ajase-655	137	3	+	+	CCONJ
ajase-655	137	4	farm	farm	NOUN
ajase-655	137	5	income	income	NOUN
ajase-655	137	6	+	+	X
ajase-655	138	1	+	+	PUNCT
ajase-655	139	1	+	+	PUNCT
ajase-655	139	2	+	+	CCONJ
ajase-655	139	3	+	+	NUM
ajase-655	139	4	credit	credit	NOUN
ajase-655	139	5	access	access	NOUN
ajase-655	139	6	+	+	CCONJ
ajase-655	140	1	+	+	PUNCT
ajase-655	141	1	+	+	PUNCT
ajase-655	141	2	+	+	CCONJ
ajase-655	141	3	+	+	CCONJ
ajase-655	141	4	market	market	NOUN
ajase-655	141	5	distance	distance	NOUN
ajase-655	141	6	farm	farm	NOUN
ajase-655	141	7	size	size	NOUN
ajase-655	141	8	+	+	X
ajase-655	142	1	+	+	PUNCT
ajase-655	143	1	+	+	PUNCT
ajase-655	143	2	+	+	CCONJ
ajase-655	143	3	+	+	CCONJ
ajase-655	143	4	family	family	NOUN
ajase-655	143	5	size	size	NOUN
ajase-655	143	6	+	+	X
ajase-655	144	1	+	+	PUNCT
ajase-655	145	1	+	+	PUNCT
ajase-655	145	2	+	+	CCONJ
ajase-655	145	3	+	+	NUM
ajase-655	145	4	soil	soil	NOUN
ajase-655	145	5	fertility	fertility	NOUN
ajase-655	145	6	+	+	CCONJ
ajase-655	146	1	+	+	PUNCT
ajase-655	147	1	+	+	PUNCT
ajase-655	147	2	+	+	CCONJ
ajase-655	147	3	+	+	NUM
ajase-655	147	4	extension	extension	NOUN
ajase-655	147	5	access	access	NOUN
ajase-655	147	6	+	+	CCONJ
ajase-655	147	7	+	+	PUNCT
ajase-655	147	8	+	+	PUNCT
ajase-655	147	9	+	+	CCONJ
ajase-655	147	10	+	+	CCONJ
ajase-655	147	11	access	access	NOUN
ajase-655	147	12	to	to	ADP
ajase-655	147	13	climate	climate	NOUN
ajase-655	147	14	information	information	NOUN
ajase-655	147	15	+	+	X
ajase-655	148	1	+	+	PUNCT
ajase-655	148	2	+	+	PUNCT
ajase-655	148	3	+	+	CCONJ
ajase-655	148	4	+	+	CCONJ
ajase-655	148	5	yi	yi	NOUN
ajase-655	148	6	=	=	NOUN
ajase-655	148	7	β0+β1age	β0+β1age	NOUN
ajase-655	148	8	+	+	NOUN
ajase-655	148	9	β2sex+β3edu+β4fex+β5ofi+	β2sex+β3edu+β4fex+β5ofi+	NOUN
ajase-655	148	10	β6cra+β7c+β8mkd+β9fas+β10fms+β11sof+	β6cra+β7c+β8mkd+β9fas+β10fms+β11sof+	NOUN
ajase-655	148	11	β12aci+β13exa	β12aci+β13exa	ADP
ajase-655	148	12	+	+	PROPN
ajase-655	148	13	ei	ei	NOUN
ajase-655	148	14	…	…	SYM
ajase-655	148	15	……	……	NOUN
ajase-655	148	16	.....	.....	PUNCT
ajase-655	148	17	4	4	NUM
ajase-655	148	18	where	where	SCONJ
ajase-655	148	19	:	:	PUNCT
ajase-655	148	20	yi	yi	PROPN
ajase-655	148	21	are	be	AUX
ajase-655	148	22	the	the	DET
ajase-655	148	23	climate	climate	NOUN
ajase-655	148	24	change	change	NOUN
ajase-655	148	25	adaptation	adaptation	NOUN
ajase-655	148	26	strategies	strategy	NOUN
ajase-655	148	27	that	that	PRON
ajase-655	148	28	are	be	AUX
ajase-655	148	29	currently	currently	ADV
ajase-655	148	30	being	be	AUX
ajase-655	148	31	used	use	VERB
ajase-655	148	32	to	to	PART
ajase-655	148	33	deal	deal	VERB
ajase-655	148	34	with	with	ADP
ajase-655	148	35	climate	climate	NOUN
ajase-655	148	36	change	change	NOUN
ajase-655	148	37	and	and	CCONJ
ajase-655	148	38	others	other	NOUN
ajase-655	148	39	are	be	AUX
ajase-655	148	40	demographic	demographic	ADJ
ajase-655	148	41	,	,	PUNCT
ajase-655	148	42	institutional	institutional	ADJ
ajase-655	148	43	and	and	CCONJ
ajase-655	148	44	socio	socio	VERB
ajase-655	148	45	economics	economic	NOUN
ajase-655	148	46	factors	factor	NOUN
ajase-655	148	47	.	.	PUNCT
ajase-655	149	1	where	where	SCONJ
ajase-655	149	2	β0	β0	NOUN
ajase-655	149	3	is	be	AUX
ajase-655	149	4	constant	constant	ADJ
ajase-655	149	5	,	,	PUNCT
ajase-655	149	6	βk	βk	ADJ
ajase-655	149	7	are	be	AUX
ajase-655	149	8	regression	regression	NOUN
ajase-655	149	9	and	and	CCONJ
ajase-655	149	10	coefficients	coefficient	NOUN
ajase-655	149	11	ei	ei	NOUN
ajase-655	149	12	error	error	NOUN
ajase-655	149	13	term	term	NOUN
ajase-655	149	14	data	datum	NOUN
ajase-655	149	15	analysis	analysis	NOUN
ajase-655	149	16	descriptive	descriptive	ADJ
ajase-655	149	17	analysis	analysis	NOUN
ajase-655	149	18	method	method	NOUN
ajase-655	149	19	under	under	ADP
ajase-655	149	20	this	this	DET
ajase-655	149	21	section	section	NOUN
ajase-655	149	22	the	the	DET
ajase-655	149	23	responses	response	NOUN
ajase-655	149	24	of	of	ADP
ajase-655	149	25	the	the	DET
ajase-655	149	26	farm	farm	NOUN
ajase-655	149	27	households	household	NOUN
ajase-655	149	28	of	of	ADP
ajase-655	149	29	dale	dale	PROPN
ajase-655	149	30	woreda	woreda	NOUN
ajase-655	149	31	was	be	AUX
ajase-655	149	32	analyzed	analyze	VERB
ajase-655	149	33	by	by	ADP
ajase-655	149	34	using	use	VERB
ajase-655	149	35	descriptive	descriptive	ADJ
ajase-655	149	36	statistical	statistical	ADJ
ajase-655	149	37	method	method	NOUN
ajase-655	149	38	.	.	PUNCT
ajase-655	150	1	the	the	DET
ajase-655	150	2	results	result	NOUN
ajase-655	150	3	found	find	VERB
ajase-655	150	4	in	in	ADP
ajase-655	150	5	this	this	DET
ajase-655	150	6	part	part	NOUN
ajase-655	150	7	could	could	AUX
ajase-655	150	8	help	help	VERB
ajase-655	150	9	for	for	ADP
ajase-655	150	10	the	the	DET
ajase-655	150	11	later	late	ADJ
ajase-655	150	12	econometric	econometric	ADJ
ajase-655	150	13	methods	method	NOUN
ajase-655	150	14	in	in	ADP
ajase-655	150	15	section	section	NOUN
ajase-655	150	16	4.3	4.3	NUM
ajase-655	150	17	.	.	PUNCT
ajase-655	151	1	additionally	additionally	ADV
ajase-655	151	2	,	,	PUNCT
ajase-655	151	3	it	it	PRON
ajase-655	151	4	is	be	AUX
ajase-655	151	5	also	also	ADV
ajase-655	151	6	important	important	ADJ
ajase-655	151	7	for	for	ADP
ajase-655	151	8	analyzing	analyze	VERB
ajase-655	151	9	some	some	PRON
ajase-655	151	10	of	of	ADP
ajase-655	151	11	the	the	DET
ajase-655	151	12	necessary	necessary	ADJ
ajase-655	151	13	information	information	NOUN
ajase-655	151	14	which	which	PRON
ajase-655	151	15	is	be	AUX
ajase-655	151	16	not	not	PART
ajase-655	151	17	easily	easily	ADV
ajase-655	151	18	captured	capture	VERB
ajase-655	151	19	by	by	ADP
ajase-655	151	20	the	the	DET
ajase-655	151	21	econometrics	econometrics	NOUN
ajase-655	151	22	methods	method	NOUN
ajase-655	151	23	.	.	PUNCT
ajase-655	152	1	results	result	NOUN
ajase-655	152	2	and	and	CCONJ
ajase-655	152	3	discussion	discussion	NOUN
ajase-655	152	4	background	background	NOUN
ajase-655	152	5	characteristics	characteristic	NOUN
ajase-655	152	6	of	of	ADP
ajase-655	152	7	respondents	respondent	NOUN
ajase-655	152	8	this	this	DET
ajase-655	152	9	section	section	NOUN
ajase-655	152	10	summarizes	summarize	VERB
ajase-655	152	11	the	the	DET
ajase-655	152	12	demographic	demographic	ADJ
ajase-655	152	13	characteristics	characteristic	NOUN
ajase-655	152	14	of	of	ADP
ajase-655	152	15	respondents	respondent	NOUN
ajase-655	152	16	,	,	PUNCT
ajase-655	152	17	which	which	PRON
ajase-655	152	18	includes	include	VERB
ajase-655	152	19	gender	gender	NOUN
ajase-655	152	20	,	,	PUNCT
ajase-655	152	21	and	and	CCONJ
ajase-655	152	22	age	age	NOUN
ajase-655	152	23	.	.	PUNCT
ajase-655	153	1	the	the	DET
ajase-655	153	2	purpose	purpose	NOUN
ajase-655	153	3	of	of	ADP
ajase-655	153	4	the	the	DET
ajase-655	153	5	demographic	demographic	ADJ
ajase-655	153	6	analysis	analysis	NOUN
ajase-655	153	7	in	in	ADP
ajase-655	153	8	this	this	DET
ajase-655	153	9	research	research	NOUN
ajase-655	153	10	is	be	AUX
ajase-655	153	11	to	to	PART
ajase-655	153	12	describe	describe	VERB
ajase-655	153	13	the	the	DET
ajase-655	153	14	characteristics	characteristic	NOUN
ajase-655	153	15	of	of	ADP
ajase-655	153	16	the	the	DET
ajase-655	153	17	sample	sample	NOUN
ajase-655	153	18	respondents	respondent	NOUN
ajase-655	153	19	accordingly	accordingly	ADV
ajase-655	153	20	,	,	PUNCT
ajase-655	153	21	and	and	CCONJ
ajase-655	153	22	the	the	DET
ajase-655	153	23	following	follow	VERB
ajase-655	153	24	tables	table	NOUN
ajase-655	153	25	provide	provide	VERB
ajase-655	153	26	the	the	DET
ajase-655	153	27	demographic	demographic	ADJ
ajase-655	153	28	profile	profile	NOUN
ajase-655	153	29	of	of	ADP
ajase-655	153	30	the	the	DET
ajase-655	153	31	respondents	respondent	NOUN
ajase-655	153	32	.	.	PUNCT
ajase-655	154	1	from	from	ADP
ajase-655	154	2	the	the	DET
ajase-655	154	3	data	datum	NOUN
ajase-655	154	4	presented	present	VERB
ajase-655	154	5	in	in	ADP
ajase-655	154	6	the	the	DET
ajase-655	154	7	above	above	ADJ
ajase-655	154	8	table	table	NOUN
ajase-655	154	9	3	3	NUM
ajase-655	154	10	,	,	PUNCT
ajase-655	154	11	the	the	DET
ajase-655	154	12	majority	majority	NOUN
ajase-655	154	13	table	table	NOUN
ajase-655	154	14	3	3	NUM
ajase-655	154	15	:	:	PUNCT
ajase-655	154	16	demographic	demographic	ADJ
ajase-655	154	17	characteristics	characteristic	NOUN
ajase-655	154	18	of	of	ADP
ajase-655	154	19	respondents	respondent	NOUN
ajase-655	154	20	variables	variable	VERB
ajase-655	154	21	categories	category	NOUN
ajase-655	154	22	frequency	frequency	VERB
ajase-655	154	23	percentage	percentage	NOUN
ajase-655	154	24	sex	sex	NOUN
ajase-655	154	25	male	male	NOUN
ajase-655	154	26	house	house	NOUN
ajase-655	154	27	hold	hold	VERB
ajase-655	154	28	head	head	NOUN
ajase-655	154	29	195	195	NUM
ajase-655	154	30	54.3	54.3	NUM
ajase-655	154	31	female	female	ADJ
ajase-655	154	32	164	164	NUM
ajase-655	154	33	45.7	45.7	NUM
ajase-655	154	34	total	total	NOUN
ajase-655	154	35	359	359	NUM
ajase-655	154	36	100	100	NUM
ajase-655	154	37	age	age	NOUN
ajase-655	154	38	15	15	NUM
ajase-655	154	39	-	-	SYM
ajase-655	154	40	30	30	NUM
ajase-655	154	41	47	47	NUM
ajase-655	154	42	13.2	13.2	NUM
ajase-655	154	43	31	31	NUM
ajase-655	154	44	-	-	SYM
ajase-655	154	45	40	40	NUM
ajase-655	154	46	134	134	NUM
ajase-655	154	47	37.3	37.3	NUM
ajase-655	154	48	41	41	NUM
ajase-655	154	49	-	-	SYM
ajase-655	154	50	50	50	NUM
ajase-655	154	51	125	125	NUM
ajase-655	154	52	34.8	34.8	NUM
ajase-655	154	53	51	51	NUM
ajase-655	154	54	-	-	SYM
ajase-655	154	55	64	64	NUM
ajase-655	154	56	53	53	NUM
ajase-655	154	57	14.7	14.7	NUM
ajase-655	154	58	total	total	NOUN
ajase-655	154	59	359	359	NUM
ajase-655	154	60	100	100	NUM
ajase-655	154	61	source	source	NOUN
ajase-655	154	62	:	:	PUNCT
ajase-655	154	63	own	own	ADJ
ajase-655	154	64	survey	survey	NOUN
ajase-655	154	65	data	datum	NOUN
ajase-655	154	66	,	,	PUNCT
ajase-655	154	67	2022	2022	NUM
ajase-655	154	68	(	(	PUNCT
ajase-655	154	69	54.3	54.3	NUM
ajase-655	154	70	%	%	NOUN
ajase-655	154	71	)	)	PUNCT
ajase-655	154	72	of	of	ADP
ajase-655	154	73	the	the	DET
ajase-655	154	74	respondents	respondent	NOUN
ajase-655	154	75	were	be	AUX
ajase-655	154	76	male	male	ADJ
ajase-655	154	77	and	and	CCONJ
ajase-655	154	78	the	the	DET
ajase-655	154	79	remaining	remain	VERB
ajase-655	154	80	(	(	PUNCT
ajase-655	154	81	45.7	45.7	NUM
ajase-655	154	82	%	%	NOUN
ajase-655	154	83	)	)	PUNCT
ajase-655	154	84	of	of	ADP
ajase-655	154	85	the	the	DET
ajase-655	154	86	respondents	respondent	NOUN
ajase-655	154	87	were	be	AUX
ajase-655	154	88	female	female	ADJ
ajase-655	154	89	.	.	PUNCT
ajase-655	155	1	this	this	PRON
ajase-655	155	2	indicates	indicate	VERB
ajase-655	155	3	that	that	SCONJ
ajase-655	155	4	out	out	ADP
ajase-655	155	5	of	of	ADP
ajase-655	155	6	359	359	NUM
ajase-655	155	7	household	household	NOUN
ajase-655	155	8	respondent	respondent	NOUN
ajase-655	155	9	,	,	PUNCT
ajase-655	155	10	around	around	ADP
ajase-655	155	11	195	195	NUM
ajase-655	155	12	household	household	NOUN
ajase-655	155	13	head	head	NOUN
ajase-655	155	14	were	be	AUX
ajase-655	155	15	male	male	ADJ
ajase-655	155	16	and	and	CCONJ
ajase-655	155	17	the	the	DET
ajase-655	155	18	remaining	remain	VERB
ajase-655	155	19	164	164	NUM
ajase-655	155	20	were	be	AUX
ajase-655	155	21	female	female	ADJ
ajase-655	155	22	.	.	PUNCT
ajase-655	156	1	this	this	PRON
ajase-655	156	2	shows	show	VERB
ajase-655	156	3	that	that	SCONJ
ajase-655	156	4	most	most	ADJ
ajase-655	156	5	of	of	ADP
ajase-655	156	6	the	the	DET
ajase-655	156	7	household	household	NOUN
ajase-655	156	8	head	head	NOUN
ajase-655	156	9	of	of	ADP
ajase-655	156	10	the	the	DET
ajase-655	156	11	farmers	farmer	NOUN
ajase-655	156	12	are	be	AUX
ajase-655	156	13	male	male	ADJ
ajase-655	156	14	.	.	PUNCT
ajase-655	157	1	as	as	SCONJ
ajase-655	157	2	indicated	indicate	VERB
ajase-655	157	3	in	in	ADP
ajase-655	157	4	table	table	NOUN
ajase-655	157	5	3	3	NUM
ajase-655	157	6	among	among	ADP
ajase-655	157	7	the	the	DET
ajase-655	157	8	total	total	ADJ
ajase-655	157	9	gathered	gather	VERB
ajase-655	157	10	questionnaire	questionnaire	NOUN
ajase-655	157	11	,	,	PUNCT
ajase-655	157	12	13.2	13.2	NUM
ajase-655	157	13	%	%	NOUN
ajase-655	157	14	of	of	ADP
ajase-655	157	15	the	the	DET
ajase-655	157	16	respondents	respondent	NOUN
ajase-655	157	17	were	be	AUX
ajase-655	157	18	found	find	VERB
ajase-655	157	19	to	to	PART
ajase-655	157	20	be	be	AUX
ajase-655	157	21	in	in	ADP
ajase-655	157	22	the	the	DET
ajase-655	157	23	age	age	NOUN
ajase-655	157	24	category	category	NOUN
ajase-655	157	25	of	of	ADP
ajase-655	157	26	15	15	NUM
ajase-655	157	27	-	-	SYM
ajase-655	157	28	30	30	NUM
ajase-655	157	29	years	year	NOUN
ajase-655	157	30	.	.	PUNCT
ajase-655	158	1	the	the	DET
ajase-655	158	2	respondents	respondent	NOUN
ajase-655	158	3	who	who	PRON
ajase-655	158	4	compose	compose	VERB
ajase-655	158	5	of	of	ADP
ajase-655	158	6	37.3	37.3	NUM
ajase-655	158	7	%	%	NOUN
ajase-655	158	8	are	be	AUX
ajase-655	158	9	in	in	ADP
ajase-655	158	10	the	the	DET
ajase-655	158	11	age	age	NOUN
ajase-655	158	12	category	category	NOUN
ajase-655	158	13	of	of	ADP
ajase-655	158	14	31	31	NUM
ajase-655	158	15	-	-	SYM
ajase-655	158	16	40	40	NUM
ajase-655	158	17	years	year	NOUN
ajase-655	158	18	,	,	PUNCT
ajase-655	158	19	34.8	34.8	NUM
ajase-655	158	20	%	%	NOUN
ajase-655	158	21	in	in	ADP
ajase-655	158	22	the	the	DET
ajase-655	158	23	age	age	NOUN
ajase-655	158	24	categories	category	NOUN
ajase-655	158	25	of	of	ADP
ajase-655	158	26	41	41	NUM
ajase-655	158	27	-	-	SYM
ajase-655	158	28	50	50	NUM
ajase-655	158	29	,	,	PUNCT
ajase-655	158	30	and	and	CCONJ
ajase-655	158	31	51	51	NUM
ajase-655	158	32	-	-	SYM
ajase-655	158	33	64	64	NUM
ajase-655	158	34	are	be	AUX
ajase-655	158	35	14.7	14.7	NUM
ajase-655	158	36	this	this	DET
ajase-655	158	37	data	datum	NOUN
ajase-655	158	38	indicated	indicate	VERB
ajase-655	158	39	that	that	SCONJ
ajase-655	158	40	most	most	ADJ
ajase-655	158	41	of	of	ADP
ajase-655	158	42	the	the	DET
ajase-655	158	43	respondents	respondent	NOUN
ajase-655	158	44	categorized	categorize	VERB
ajase-655	158	45	between	between	ADP
ajase-655	158	46	age	age	NOUN
ajase-655	158	47	group	group	NOUN
ajase-655	158	48	of	of	ADP
ajase-655	158	49	31	31	NUM
ajase-655	158	50	-	-	SYM
ajase-655	158	51	40	40	NUM
ajase-655	158	52	.	.	PUNCT
ajase-655	159	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	159	2	pa	pa	PROPN
ajase-655	159	3	ge	ge	PROPN
ajase-655	159	4	20	20	NUM
ajase-655	159	5	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	159	6	am	be	AUX
ajase-655	159	7	.	.	PUNCT
ajase-655	160	1	j.	j.	PROPN
ajase-655	160	2	appl	appl	PROPN
ajase-655	160	3	.	.	PROPN
ajase-655	161	1	stat	stat	PROPN
ajase-655	161	2	.	.	PUNCT
ajase-655	162	1	econ	econ	PROPN
ajase-655	162	2	.	.	PUNCT
ajase-655	163	1	2(1	2(1	NUM
ajase-655	163	2	)	)	PUNCT
ajase-655	163	3	15	15	NUM
ajase-655	163	4	-	-	SYM
ajase-655	163	5	27	27	NUM
ajase-655	163	6	,	,	PUNCT
ajase-655	163	7	2023	2023	NUM
ajase-655	163	8	table	table	NOUN
ajase-655	163	9	4	4	NUM
ajase-655	163	10	:	:	PUNCT
ajase-655	163	11	social	social	ADJ
ajase-655	163	12	characteristics	characteristic	NOUN
ajase-655	163	13	of	of	ADP
ajase-655	163	14	respondents	respondent	NOUN
ajase-655	163	15	variables	variable	VERB
ajase-655	163	16	categories	category	NOUN
ajase-655	163	17	frequency	frequency	VERB
ajase-655	163	18	percentage	percentage	NOUN
ajase-655	163	19	education	education	NOUN
ajase-655	163	20	status	status	NOUN
ajase-655	163	21	illiterate	illiterate	ADJ
ajase-655	163	22	178	178	NUM
ajase-655	163	23	49.5	49.5	NUM
ajase-655	163	24	%	%	NOUN
ajase-655	163	25	1	1	NUM
ajase-655	163	26	-	-	SYM
ajase-655	163	27	6	6	NUM
ajase-655	163	28	87	87	NUM
ajase-655	163	29	24	24	NUM
ajase-655	163	30	%	%	NOUN
ajase-655	163	31	7	7	NUM
ajase-655	163	32	-	-	SYM
ajase-655	163	33	12	12	NUM
ajase-655	163	34	64	64	NUM
ajase-655	163	35	17.8	17.8	NUM
ajase-655	163	36	%	%	NOUN
ajase-655	163	37	certificate	certificate	NOUN
ajase-655	163	38	/	/	SYM
ajase-655	163	39	diplom	diplom	NOUN
ajase-655	163	40	22	22	NUM
ajase-655	163	41	6.2	6.2	NUM
ajase-655	163	42	%	%	NOUN
ajase-655	163	43	degree	degree	NOUN
ajase-655	163	44	8	8	NUM
ajase-655	163	45	2.5	2.5	NUM
ajase-655	163	46	%	%	NOUN
ajase-655	163	47	total	total	NOUN
ajase-655	163	48	359	359	NUM
ajase-655	163	49	100	100	NUM
ajase-655	163	50	respondent	respondent	NOUN
ajase-655	163	51	farm	farm	NOUN
ajase-655	163	52	experience	experience	NOUN
ajase-655	163	53	1	1	NUM
ajase-655	163	54	-	-	SYM
ajase-655	163	55	10	10	NUM
ajase-655	163	56	97	97	NUM
ajase-655	163	57	27	27	NUM
ajase-655	163	58	%	%	NOUN
ajase-655	163	59	11	11	NUM
ajase-655	163	60	-	-	SYM
ajase-655	163	61	20	20	NUM
ajase-655	163	62	111	111	NUM
ajase-655	163	63	30.9	30.9	NUM
ajase-655	163	64	%	%	NOUN
ajase-655	163	65	21	21	NUM
ajase-655	163	66	-	-	SYM
ajase-655	163	67	30	30	NUM
ajase-655	163	68	110	110	NUM
ajase-655	163	69	30.6	30.6	NUM
ajase-655	163	70	%	%	NOUN
ajase-655	163	71	>	>	SYM
ajase-655	163	72	30	30	NUM
ajase-655	163	73	41	41	NUM
ajase-655	163	74	11.5	11.5	NUM
ajase-655	163	75	%	%	NOUN
ajase-655	163	76	source	source	NOUN
ajase-655	163	77	:	:	PUNCT
ajase-655	163	78	own	own	ADJ
ajase-655	163	79	survey	survey	NOUN
ajase-655	163	80	data	datum	NOUN
ajase-655	163	81	,	,	PUNCT
ajase-655	163	82	2022	2022	NUM
ajase-655	163	83	educational	educational	ADJ
ajase-655	163	84	status	status	NOUN
ajase-655	163	85	as	as	SCONJ
ajase-655	163	86	shown	show	VERB
ajase-655	163	87	in	in	ADP
ajase-655	163	88	the	the	DET
ajase-655	163	89	above	above	ADJ
ajase-655	163	90	table	table	NOUN
ajase-655	163	91	4	4	NUM
ajase-655	163	92	,	,	PUNCT
ajase-655	163	93	the	the	DET
ajase-655	163	94	majority	majority	NOUN
ajase-655	163	95	of	of	ADP
ajase-655	163	96	the	the	DET
ajase-655	163	97	respondents	respondent	NOUN
ajase-655	163	98	were	be	AUX
ajase-655	163	99	grouped	group	VERB
ajase-655	163	100	under	under	ADP
ajase-655	163	101	the	the	DET
ajase-655	163	102	educational	educational	ADJ
ajase-655	163	103	level	level	NOUN
ajase-655	163	104	of	of	ADP
ajase-655	163	105	respondent	respondent	NOUN
ajase-655	163	106	are	be	AUX
ajase-655	163	107	illiterate	illiterate	ADJ
ajase-655	163	108	covering	cover	VERB
ajase-655	163	109	49.5	49.5	NUM
ajase-655	163	110	%	%	NOUN
ajase-655	163	111	of	of	ADP
ajase-655	163	112	the	the	DET
ajase-655	163	113	total	total	ADJ
ajase-655	163	114	respondents	respondent	NOUN
ajase-655	163	115	,	,	PUNCT
ajase-655	163	116	followed	follow	VERB
ajase-655	163	117	by	by	ADP
ajase-655	163	118	1	1	NUM
ajase-655	163	119	-	-	SYM
ajase-655	163	120	6	6	NUM
ajase-655	163	121	composes	compose	VERB
ajase-655	163	122	24	24	NUM
ajase-655	163	123	%	%	NOUN
ajase-655	163	124	.	.	PUNCT
ajase-655	164	1	the	the	DET
ajase-655	164	2	respondents	respondent	NOUN
ajase-655	164	3	were	be	AUX
ajase-655	164	4	categorized	categorize	VERB
ajase-655	164	5	under	under	ADP
ajase-655	164	6	the	the	DET
ajase-655	164	7	educational	educational	ADJ
ajase-655	164	8	level	level	NOUN
ajase-655	164	9	of	of	ADP
ajase-655	164	10	7	7	NUM
ajase-655	164	11	-	-	SYM
ajase-655	164	12	12	12	NUM
ajase-655	164	13	who	who	PRON
ajase-655	164	14	covers	cover	VERB
ajase-655	164	15	17.8	17.8	NUM
ajase-655	164	16	%	%	NOUN
ajase-655	164	17	,	,	PUNCT
ajase-655	164	18	and	and	CCONJ
ajase-655	164	19	6.2	6.2	NUM
ajase-655	164	20	%	%	NOUN
ajase-655	164	21	and	and	CCONJ
ajase-655	164	22	2.5	2.5	NUM
ajase-655	164	23	%	%	NOUN
ajase-655	164	24	are	be	AUX
ajase-655	164	25	certificate	certificate	NOUN
ajase-655	164	26	/	/	SYM
ajase-655	164	27	diploma	diploma	NOUN
ajase-655	164	28	and	and	CCONJ
ajase-655	164	29	degree	degree	NOUN
ajase-655	164	30	holder	holder	NOUN
ajase-655	164	31	respectively	respectively	ADV
ajase-655	164	32	.	.	PUNCT
ajase-655	165	1	this	this	PRON
ajase-655	165	2	shows	show	VERB
ajase-655	165	3	that	that	SCONJ
ajase-655	165	4	most	most	ADJ
ajase-655	165	5	of	of	ADP
ajase-655	165	6	the	the	DET
ajase-655	165	7	smallholder	smallholder	NOUN
ajase-655	165	8	farmers	farmer	NOUN
ajase-655	165	9	are	be	AUX
ajase-655	165	10	illiterate	illiterate	ADJ
ajase-655	165	11	.	.	PUNCT
ajase-655	166	1	from	from	ADP
ajase-655	166	2	the	the	DET
ajase-655	166	3	above	above	ADJ
ajase-655	166	4	table	table	NOUN
ajase-655	166	5	4	4	NUM
ajase-655	166	6	,	,	PUNCT
ajase-655	166	7	indicated	indicate	VERB
ajase-655	166	8	that	that	SCONJ
ajase-655	166	9	30.9	30.9	NUM
ajase-655	166	10	%	%	NOUN
ajase-655	166	11	smallholder	smallholder	NOUN
ajase-655	166	12	farmer	farmer	NOUN
ajase-655	166	13	have	have	VERB
ajase-655	166	14	experience	experience	NOUN
ajase-655	166	15	of	of	ADP
ajase-655	166	16	between	between	ADP
ajase-655	166	17	11	11	NUM
ajase-655	166	18	-	-	SYM
ajase-655	166	19	20	20	NUM
ajase-655	166	20	years	year	NOUN
ajase-655	166	21	;	;	PUNCT
ajase-655	166	22	30.6	30.6	NUM
ajase-655	166	23	%	%	NOUN
ajase-655	166	24	had	have	VERB
ajase-655	166	25	an	an	DET
ajase-655	166	26	experience	experience	NOUN
ajase-655	166	27	of	of	ADP
ajase-655	166	28	21	21	NUM
ajase-655	166	29	-	-	SYM
ajase-655	166	30	30	30	NUM
ajase-655	166	31	years	year	NOUN
ajase-655	166	32	;	;	PUNCT
ajase-655	166	33	27	27	NUM
ajase-655	166	34	%	%	NOUN
ajase-655	166	35	had	have	VERB
ajase-655	166	36	between	between	ADP
ajase-655	166	37	1	1	NUM
ajase-655	166	38	-	-	SYM
ajase-655	166	39	10	10	NUM
ajase-655	166	40	years	year	NOUN
ajase-655	166	41	and	and	CCONJ
ajase-655	166	42	the	the	DET
ajase-655	166	43	remaining	remain	VERB
ajase-655	166	44	11.5	11.5	NUM
ajase-655	166	45	%	%	NOUN
ajase-655	166	46	of	of	ADP
ajase-655	166	47	the	the	DET
ajase-655	166	48	respondents	respondent	NOUN
ajase-655	166	49	had	have	VERB
ajase-655	166	50	experience	experience	NOUN
ajase-655	166	51	of	of	ADP
ajase-655	166	52	greater	great	ADJ
ajase-655	166	53	than	than	ADP
ajase-655	166	54	30	30	NUM
ajase-655	166	55	years	year	NOUN
ajase-655	166	56	with	with	ADP
ajase-655	166	57	in	in	ADP
ajase-655	166	58	farm	farm	NOUN
ajase-655	166	59	.	.	PUNCT
ajase-655	167	1	this	this	PRON
ajase-655	167	2	indicated	indicate	VERB
ajase-655	167	3	that	that	SCONJ
ajase-655	167	4	majority	majority	NOUN
ajase-655	167	5	of	of	ADP
ajase-655	167	6	respondents	respondent	NOUN
ajase-655	167	7	had	have	AUX
ajase-655	167	8	found	find	VERB
ajase-655	167	9	under	under	ADP
ajase-655	167	10	11	11	NUM
ajase-655	167	11	-	-	SYM
ajase-655	167	12	20	20	NUM
ajase-655	167	13	years	year	NOUN
ajase-655	167	14	’	'	PUNCT
ajase-655	167	15	of	of	ADP
ajase-655	167	16	farm	farm	NOUN
ajase-655	167	17	experience	experience	NOUN
ajase-655	167	18	.	.	PUNCT
ajase-655	168	1	table	table	NOUN
ajase-655	168	2	5	5	NUM
ajase-655	168	3	:	:	PUNCT
ajase-655	168	4	economic	economic	ADJ
ajase-655	168	5	characteristics	characteristic	NOUN
ajase-655	168	6	of	of	ADP
ajase-655	168	7	respondents	respondent	NOUN
ajase-655	168	8	variables	variable	VERB
ajase-655	168	9	categories	category	NOUN
ajase-655	168	10	frequency	frequency	VERB
ajase-655	168	11	percentage	percentage	NOUN
ajase-655	168	12	off	off	ADP
ajase-655	168	13	farm	farm	NOUN
ajase-655	168	14	income	income	NOUN
ajase-655	168	15	no	no	PRON
ajase-655	168	16	off	off	ADJ
ajase-655	168	17	farm	farm	NOUN
ajase-655	168	18	income	income	NOUN
ajase-655	168	19	218	218	NUM
ajase-655	168	20	60.7	60.7	NUM
ajase-655	168	21	500	500	NUM
ajase-655	168	22	-	-	SYM
ajase-655	168	23	1000	1000	NUM
ajase-655	168	24	63	63	NUM
ajase-655	168	25	17.5	17.5	NUM
ajase-655	168	26	1001	1001	NUM
ajase-655	168	27	-	-	SYM
ajase-655	168	28	1500	1500	NUM
ajase-655	168	29	32	32	NUM
ajase-655	168	30	8.9	8.9	NUM
ajase-655	168	31	1501	1501	NUM
ajase-655	168	32	-	-	SYM
ajase-655	168	33	2000	2000	NUM
ajase-655	168	34	20	20	NUM
ajase-655	168	35	5.6	5.6	NUM
ajase-655	168	36	>	>	SYM
ajase-655	168	37	2000	2000	NUM
ajase-655	168	38	26	26	NUM
ajase-655	168	39	7.3	7.3	NUM
ajase-655	168	40	total	total	NOUN
ajase-655	168	41	359	359	NUM
ajase-655	168	42	100	100	NUM
ajase-655	168	43	farm	farm	NOUN
ajase-655	168	44	income	income	NOUN
ajase-655	168	45	no	no	DET
ajase-655	168	46	income	income	NOUN
ajase-655	168	47	44	44	NUM
ajase-655	168	48	12.3	12.3	NUM
ajase-655	168	49	500	500	NUM
ajase-655	168	50	-	-	SYM
ajase-655	168	51	1000	1000	NUM
ajase-655	168	52	birr	birr	NOUN
ajase-655	168	53	186	186	NUM
ajase-655	168	54	51.8	51.8	NUM
ajase-655	168	55	1001	1001	NUM
ajase-655	168	56	-	-	SYM
ajase-655	168	57	1500	1500	NUM
ajase-655	168	58	birr	birr	NOUN
ajase-655	168	59	96	96	NUM
ajase-655	168	60	26.7	26.7	NUM
ajase-655	168	61	1501	1501	NUM
ajase-655	168	62	-	-	SYM
ajase-655	168	63	2000	2000	NUM
ajase-655	168	64	birr	birr	NOUN
ajase-655	168	65	17	17	NUM
ajase-655	168	66	4.7	4.7	NUM
ajase-655	168	67	>	>	SYM
ajase-655	168	68	2000	2000	NUM
ajase-655	168	69	16	16	NUM
ajase-655	168	70	4.5	4.5	NUM
ajase-655	168	71	total	total	NOUN
ajase-655	168	72	359	359	NUM
ajase-655	168	73	100	100	NUM
ajase-655	168	74	source	source	NOUN
ajase-655	168	75	:	:	PUNCT
ajase-655	168	76	own	own	ADJ
ajase-655	168	77	survey	survey	NOUN
ajase-655	168	78	data	datum	NOUN
ajase-655	168	79	,	,	PUNCT
ajase-655	168	80	2022	2022	NUM
ajase-655	168	81	considering	consider	VERB
ajase-655	168	82	the	the	DET
ajase-655	168	83	off	off	ADJ
ajase-655	168	84	farm	farm	NOUN
ajase-655	168	85	income	income	NOUN
ajase-655	168	86	characteristics	characteristic	NOUN
ajase-655	168	87	of	of	ADP
ajase-655	168	88	the	the	DET
ajase-655	168	89	respondents	respondent	NOUN
ajase-655	168	90	,	,	PUNCT
ajase-655	168	91	majority	majority	NOUN
ajase-655	168	92	of	of	ADP
ajase-655	168	93	the	the	DET
ajase-655	168	94	smallholder	smallholder	NOUN
ajase-655	168	95	farmer	farmer	NOUN
ajase-655	168	96	have	have	VERB
ajase-655	168	97	no	no	DET
ajase-655	168	98	off	off	ADJ
ajase-655	168	99	farm	farm	NOUN
ajase-655	168	100	income	income	NOUN
ajase-655	168	101	;	;	PUNCT
ajase-655	168	102	who	who	PRON
ajase-655	168	103	fall	fall	VERB
ajase-655	168	104	to	to	ADP
ajase-655	168	105	60.7	60.7	NUM
ajase-655	168	106	%	%	NOUN
ajase-655	168	107	,	,	PUNCT
ajase-655	168	108	followed	follow	VERB
ajase-655	168	109	by	by	ADP
ajase-655	168	110	respondents	respondent	NOUN
ajase-655	168	111	17.5	17.5	NUM
ajase-655	168	112	%	%	NOUN
ajase-655	168	113	,	,	PUNCT
ajase-655	168	114	8.9	8.9	NUM
ajase-655	168	115	%	%	NOUN
ajase-655	168	116	,	,	PUNCT
ajase-655	168	117	5.6	5.6	NUM
ajase-655	168	118	%	%	NOUN
ajase-655	168	119	and	and	CCONJ
ajase-655	168	120	7.3	7.3	NUM
ajase-655	168	121	%	%	NOUN
ajase-655	168	122	who	who	PRON
ajase-655	168	123	off	off	ADP
ajase-655	168	124	farm	farm	NOUN
ajase-655	168	125	income	income	NOUN
ajase-655	168	126	500	500	NUM
ajase-655	168	127	-	-	PUNCT
ajase-655	168	128	100,1001	100,1001	NUM
ajase-655	168	129	-	-	PUNCT
ajase-655	168	130	1500,1501	1500,1501	NUM
ajase-655	168	131	-	-	PUNCT
ajase-655	168	132	200	200	NUM
ajase-655	168	133	and	and	CCONJ
ajase-655	168	134	greater	great	ADJ
ajase-655	168	135	than	than	ADP
ajase-655	168	136	2000	2000	NUM
ajase-655	168	137	respectively	respectively	ADV
ajase-655	168	138	.	.	PUNCT
ajase-655	169	1	the	the	DET
ajase-655	169	2	income	income	NOUN
ajase-655	169	3	category	category	NOUN
ajase-655	169	4	clearly	clearly	ADV
ajase-655	169	5	shows	show	VERB
ajase-655	169	6	the	the	DET
ajase-655	169	7	majority(51.8	majority(51.8	NOUN
ajase-655	169	8	%	%	NOUN
ajase-655	169	9	)	)	PUNCT
ajase-655	169	10	of	of	ADP
ajase-655	169	11	the	the	DET
ajase-655	169	12	smallholder	smallholder	NOUN
ajase-655	169	13	farmer	farmer	NOUN
ajase-655	169	14	have	have	VERB
ajase-655	169	15	farm	farm	NOUN
ajase-655	169	16	income	income	NOUN
ajase-655	169	17	between	between	ADP
ajase-655	169	18	500	500	NUM
ajase-655	169	19	-	-	SYM
ajase-655	169	20	1000and	1000and	NUM
ajase-655	169	21	12.3	12.3	NUM
ajase-655	169	22	%	%	NOUN
ajase-655	169	23	of	of	ADP
ajase-655	169	24	the	the	DET
ajase-655	169	25	respondent	respondent	NOUN
ajase-655	169	26	have	have	VERB
ajase-655	169	27	no	no	DET
ajase-655	169	28	farm	farm	NOUN
ajase-655	169	29	income	income	NOUN
ajase-655	169	30	and	and	CCONJ
ajase-655	169	31	the	the	DET
ajase-655	169	32	remaining	remain	VERB
ajase-655	169	33	26.7	26.7	NUM
ajase-655	169	34	%	%	NOUN
ajase-655	169	35	,	,	PUNCT
ajase-655	169	36	4	4	NUM
ajase-655	169	37	,	,	PUNCT
ajase-655	169	38	7	7	NUM
ajase-655	169	39	%	%	NOUN
ajase-655	169	40	and	and	CCONJ
ajase-655	169	41	4.5	4.5	NUM
ajase-655	169	42	%	%	NOUN
ajase-655	169	43	have	have	VERB
ajase-655	169	44	income	income	NOUN
ajase-655	169	45	between	between	ADP
ajase-655	169	46	1001	1001	NUM
ajase-655	169	47	-	-	SYM
ajase-655	169	48	1500	1500	NUM
ajase-655	169	49	,	,	PUNCT
ajase-655	169	50	1501	1501	NUM
ajase-655	169	51	-	-	SYM
ajase-655	169	52	2001	2001	NUM
ajase-655	169	53	and	and	CCONJ
ajase-655	169	54	greater	great	ADJ
ajase-655	169	55	than	than	ADP
ajase-655	169	56	2000	2000	NUM
ajase-655	169	57	respectively	respectively	ADV
ajase-655	169	58	.	.	PUNCT
ajase-655	170	1	the	the	DET
ajase-655	170	2	above	above	ADJ
ajase-655	170	3	table	table	NOUN
ajase-655	170	4	shows	show	VERB
ajase-655	170	5	that	that	SCONJ
ajase-655	170	6	,	,	PUNCT
ajase-655	170	7	about	about	ADV
ajase-655	170	8	39.3	39.3	NUM
ajase-655	170	9	%	%	NOUN
ajase-655	170	10	of	of	ADP
ajase-655	170	11	the	the	DET
ajase-655	170	12	respondents	respondent	NOUN
ajase-655	170	13	from	from	ADP
ajase-655	170	14	weyna	weyna	NOUN
ajase-655	170	15	-	-	PUNCT
ajase-655	170	16	dega	dega	PROPN
ajase-655	170	17	agro	agro	PROPN
ajase-655	170	18	ecological	ecological	ADJ
ajase-655	170	19	zone	zone	NOUN
ajase-655	170	20	had	have	AUX
ajase-655	170	21	used	use	VERB
ajase-655	170	22	crop	crop	NOUN
ajase-655	170	23	diversification	diversification	NOUN
ajase-655	170	24	as	as	ADP
ajase-655	170	25	primary	primary	ADJ
ajase-655	170	26	choice	choice	NOUN
ajase-655	170	27	of	of	ADP
ajase-655	170	28	adaptation	adaptation	NOUN
ajase-655	170	29	strategy	strategy	NOUN
ajase-655	170	30	to	to	PART
ajase-655	170	31	climate	climate	NOUN
ajase-655	170	32	change	change	NOUN
ajase-655	170	33	followed	follow	VERB
ajase-655	170	34	by	by	ADP
ajase-655	170	35	soil	soil	NOUN
ajase-655	170	36	and	and	CCONJ
ajase-655	170	37	water	water	NOUN
ajase-655	170	38	management	management	NOUN
ajase-655	170	39	(	(	PUNCT
ajase-655	170	40	15.3	15.3	NUM
ajase-655	170	41	%	%	NOUN
ajase-655	170	42	)	)	PUNCT
ajase-655	170	43	,	,	PUNCT
ajase-655	170	44	15.3	15.3	NUM
ajase-655	170	45	%	%	NOUN
ajase-655	170	46	,	,	PUNCT
ajase-655	170	47	7.4	7.4	NUM
ajase-655	170	48	%	%	NOUN
ajase-655	170	49	and	and	CCONJ
ajase-655	170	50	4.9	4.9	NUM
ajase-655	170	51	%	%	NOUN
ajase-655	170	52	had	have	AUX
ajase-655	170	53	practiced	practice	VERB
ajase-655	170	54	soil	soil	NOUN
ajase-655	170	55	and	and	CCONJ
ajase-655	170	56	water	water	NOUN
ajase-655	170	57	management	management	NOUN
ajase-655	170	58	,	,	PUNCT
ajase-655	170	59	changing	change	VERB
ajase-655	170	60	planting	planting	NOUN
ajase-655	170	61	date	date	NOUN
ajase-655	170	62	and	and	CCONJ
ajase-655	170	63	growing	grow	VERB
ajase-655	170	64	drought	drought	ADJ
ajase-655	170	65	tolerant	tolerant	ADJ
ajase-655	170	66	crop	crop	NOUN
ajase-655	170	67	respectively	respectively	ADV
ajase-655	170	68	and	and	CCONJ
ajase-655	170	69	on	on	ADP
ajase-655	170	70	other	other	ADJ
ajase-655	170	71	side	side	NOUN
ajase-655	170	72	;	;	PUNCT
ajase-655	170	73	only	only	ADV
ajase-655	170	74	4.3	4.3	NUM
ajase-655	170	75	%	%	NOUN
ajase-655	170	76	had	have	AUX
ajase-655	170	77	used	use	VERB
ajase-655	170	78	small	small	ADJ
ajase-655	170	79	scale	scale	NOUN
ajase-655	170	80	irrigation	irrigation	NOUN
ajase-655	170	81	as	as	ADP
ajase-655	170	82	least	least	ADJ
ajase-655	170	83	used	use	VERB
ajase-655	170	84	adaptation	adaptation	NOUN
ajase-655	170	85	strategy	strategy	NOUN
ajase-655	170	86	.	.	PUNCT
ajase-655	171	1	the	the	DET
ajase-655	171	2	result	result	NOUN
ajase-655	171	3	indicated	indicate	VERB
ajase-655	171	4	that	that	SCONJ
ajase-655	171	5	most	most	ADJ
ajase-655	171	6	of	of	ADP
ajase-655	171	7	smallholder	smallholder	NOUN
ajase-655	171	8	farmers	farmer	NOUN
ajase-655	171	9	used	use	VERB
ajase-655	171	10	crop	crop	NOUN
ajase-655	171	11	to	to	PART
ajase-655	171	12	reduce	reduce	VERB
ajase-655	171	13	consequences	consequence	NOUN
ajase-655	171	14	of	of	ADP
ajase-655	171	15	climate	climate	NOUN
ajase-655	171	16	change	change	NOUN
ajase-655	171	17	in	in	ADP
ajase-655	171	18	the	the	DET
ajase-655	171	19	weyna	weyna	NOUN
ajase-655	171	20	-	-	PUNCT
ajase-655	171	21	dega	dega	PROPN
ajase-655	171	22	agro	agro	ADJ
ajase-655	171	23	-	-	PUNCT
ajase-655	171	24	ecological	ecological	ADJ
ajase-655	171	25	zone	zone	NOUN
ajase-655	171	26	of	of	ADP
ajase-655	171	27	study	study	NOUN
ajase-655	171	28	site	site	NOUN
ajase-655	171	29	.	.	PUNCT
ajase-655	172	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	172	2	pa	pa	PROPN
ajase-655	172	3	ge	ge	PROPN
ajase-655	172	4	21	21	NUM
ajase-655	172	5	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	172	6	am	am	NOUN
ajase-655	172	7	.	.	PUNCT
ajase-655	173	1	j.	j.	PROPN
ajase-655	173	2	appl	appl	PROPN
ajase-655	173	3	.	.	PROPN
ajase-655	174	1	stat	stat	PROPN
ajase-655	174	2	.	.	PUNCT
ajase-655	175	1	econ	econ	PROPN
ajase-655	175	2	.	.	PUNCT
ajase-655	176	1	2(1	2(1	NUM
ajase-655	176	2	)	)	PUNCT
ajase-655	176	3	15	15	NUM
ajase-655	176	4	-	-	SYM
ajase-655	176	5	27	27	NUM
ajase-655	176	6	,	,	PUNCT
ajase-655	176	7	2023	2023	NUM
ajase-655	176	8	table	table	NOUN
ajase-655	176	9	6	6	NUM
ajase-655	176	10	:	:	PUNCT
ajase-655	176	11	cross	cross	NOUN
ajase-655	176	12	tabulation	tabulation	NOUN
ajase-655	176	13	of	of	ADP
ajase-655	176	14	agro	agro	ADJ
ajase-655	176	15	-	-	PUNCT
ajase-655	176	16	ecological	ecological	ADJ
ajase-655	176	17	zone	zone	NOUN
ajase-655	176	18	and	and	CCONJ
ajase-655	176	19	adaptation	adaptation	NOUN
ajase-655	176	20	decision	decision	NOUN
ajase-655	176	21	agro	agro	ADJ
ajase-655	176	22	-	-	PUNCT
ajase-655	176	23	ecological	ecological	ADJ
ajase-655	176	24	zone	zone	NOUN
ajase-655	176	25	types	type	NOUN
ajase-655	176	26	of	of	ADP
ajase-655	176	27	adaptation	adaptation	NOUN
ajase-655	176	28	strategy	strategy	NOUN
ajase-655	176	29	practiced	practice	VERB
ajase-655	176	30	number	number	NOUN
ajase-655	176	31	of	of	ADP
ajase-655	176	32	respondents	respondent	NOUN
ajase-655	176	33	who	who	PRON
ajase-655	176	34	took	take	VERB
ajase-655	176	35	strategy	strategy	NOUN
ajase-655	176	36	type	type	NOUN
ajase-655	176	37	of	of	ADP
ajase-655	176	38	adaptation	adaptation	NOUN
ajase-655	176	39	practice	practice	NOUN
ajase-655	176	40	in	in	ADP
ajase-655	176	41	percent	percent	NOUN
ajase-655	176	42	(	(	PUNCT
ajase-655	176	43	%	%	NOUN
ajase-655	176	44	)	)	PUNCT
ajase-655	176	45	woyna	woyna	PROPN
ajase-655	176	46	-	-	PUNCT
ajase-655	176	47	dega	dega	PROPN
ajase-655	176	48	crop	crop	NOUN
ajase-655	176	49	diversification	diversification	NOUN
ajase-655	176	50	64	64	NUM
ajase-655	176	51	39.3	39.3	NUM
ajase-655	176	52	%	%	NOUN
ajase-655	176	53	growing	grow	VERB
ajase-655	176	54	drought	drought	ADJ
ajase-655	176	55	tolerant	tolerant	ADJ
ajase-655	176	56	crop	crop	NOUN
ajase-655	176	57	8	8	NUM
ajase-655	176	58	4.9	4.9	NUM
ajase-655	176	59	%	%	NOUN
ajase-655	176	60	soil	soil	NOUN
ajase-655	176	61	and	and	CCONJ
ajase-655	176	62	water	water	NOUN
ajase-655	176	63	management	management	NOUN
ajase-655	176	64	25	25	NUM
ajase-655	176	65	15.3	15.3	NUM
ajase-655	176	66	%	%	NOUN
ajase-655	176	67	changing	change	VERB
ajase-655	176	68	planting	planting	NOUN
ajase-655	176	69	date	date	NOUN
ajase-655	176	70	12	12	NUM
ajase-655	176	71	7.4	7.4	NUM
ajase-655	176	72	%	%	NOUN
ajase-655	176	73	small	small	ADJ
ajase-655	176	74	scale	scale	NOUN
ajase-655	176	75	irrigation	irrigation	NOUN
ajase-655	176	76	7	7	NUM
ajase-655	176	77	4.3	4.3	NUM
ajase-655	176	78	%	%	NOUN
ajase-655	176	79	dega	dega	PROPN
ajase-655	176	80	crop	crop	NOUN
ajase-655	176	81	diversification	diversification	NOUN
ajase-655	176	82	11	11	NUM
ajase-655	176	83	17.2	17.2	NUM
ajase-655	176	84	%	%	NOUN
ajase-655	176	85	growing	grow	VERB
ajase-655	176	86	drought	drought	ADJ
ajase-655	176	87	tolerant	tolerant	ADJ
ajase-655	176	88	crop	crop	NOUN
ajase-655	176	89	2	2	NUM
ajase-655	176	90	1.2	1.2	NUM
ajase-655	176	91	%	%	NOUN
ajase-655	176	92	soil	soil	NOUN
ajase-655	176	93	and	and	CCONJ
ajase-655	176	94	water	water	NOUN
ajase-655	176	95	management	management	NOUN
ajase-655	176	96	21	21	NUM
ajase-655	176	97	33.3	33.3	NUM
ajase-655	176	98	%	%	NOUN
ajase-655	176	99	changing	change	VERB
ajase-655	176	100	planting	planting	NOUN
ajase-655	176	101	date	date	NOUN
ajase-655	176	102	4	4	NUM
ajase-655	176	103	6.9	6.9	NUM
ajase-655	176	104	%	%	NOUN
ajase-655	176	105	small	small	ADJ
ajase-655	176	106	scale	scale	NOUN
ajase-655	176	107	irrigation	irrigation	NOUN
ajase-655	176	108	3	3	NUM
ajase-655	176	109	4.8	4.8	NUM
ajase-655	176	110	%	%	NOUN
ajase-655	176	111	kola	kola	NOUN
ajase-655	176	112	crop	crop	NOUN
ajase-655	176	113	diversification	diversification	NOUN
ajase-655	176	114	4	4	NUM
ajase-655	176	115	3	3	NUM
ajase-655	176	116	%	%	NOUN
ajase-655	176	117	growing	grow	VERB
ajase-655	176	118	drought	drought	ADJ
ajase-655	176	119	tolerant	tolerant	ADJ
ajase-655	176	120	crop	crop	NOUN
ajase-655	176	121	56	56	NUM
ajase-655	176	122	42	42	NUM
ajase-655	176	123	%	%	NOUN
ajase-655	176	124	soil	soil	NOUN
ajase-655	176	125	and	and	CCONJ
ajase-655	176	126	water	water	NOUN
ajase-655	176	127	management	management	NOUN
ajase-655	176	128	18	18	NUM
ajase-655	176	129	13.1	13.1	NUM
ajase-655	176	130	%	%	NOUN
ajase-655	176	131	changing	change	VERB
ajase-655	176	132	planting	planting	NOUN
ajase-655	176	133	date	date	NOUN
ajase-655	176	134	7	7	NUM
ajase-655	176	135	5.3	5.3	NUM
ajase-655	176	136	%	%	NOUN
ajase-655	176	137	small	small	ADJ
ajase-655	176	138	scale	scale	NOUN
ajase-655	176	139	irrigation	irrigation	NOUN
ajase-655	176	140	16	16	NUM
ajase-655	176	141	12	12	NUM
ajase-655	176	142	%	%	NOUN
ajase-655	176	143	source	source	NOUN
ajase-655	176	144	:	:	PUNCT
ajase-655	176	145	own	own	ADJ
ajase-655	176	146	survey	survey	NOUN
ajase-655	176	147	data	datum	NOUN
ajase-655	176	148	,	,	PUNCT
ajase-655	176	149	2022	2022	NUM
ajase-655	176	150	summary	summary	NOUN
ajase-655	176	151	statistics	statistic	NOUN
ajase-655	176	152	for	for	ADP
ajase-655	176	153	explanatory	explanatory	ADJ
ajase-655	176	154	variables	variable	NOUN
ajase-655	176	155	the	the	DET
ajase-655	176	156	above	above	ADJ
ajase-655	176	157	table	table	NOUN
ajase-655	176	158	shows	show	VERB
ajase-655	176	159	that	that	SCONJ
ajase-655	176	160	about	about	ADV
ajase-655	176	161	33.3	33.3	NUM
ajase-655	176	162	%	%	NOUN
ajase-655	176	163	of	of	ADP
ajase-655	176	164	the	the	DET
ajase-655	176	165	respondents	respondent	NOUN
ajase-655	176	166	from	from	ADP
ajase-655	176	167	dega	dega	PROPN
ajase-655	176	168	agro	agro	PROPN
ajase-655	176	169	-	-	PUNCT
ajase-655	176	170	ecological	ecological	ADJ
ajase-655	176	171	zone	zone	NOUN
ajase-655	176	172	had	have	AUX
ajase-655	176	173	used	use	VERB
ajase-655	176	174	soil	soil	NOUN
ajase-655	176	175	and	and	CCONJ
ajase-655	176	176	water	water	NOUN
ajase-655	176	177	management	management	NOUN
ajase-655	176	178	as	as	ADP
ajase-655	176	179	their	their	PRON
ajase-655	176	180	major	major	ADJ
ajase-655	176	181	choice	choice	NOUN
ajase-655	176	182	of	of	ADP
ajase-655	176	183	adaptation	adaptation	NOUN
ajase-655	176	184	strategy	strategy	NOUN
ajase-655	176	185	to	to	PART
ajase-655	176	186	cope	cope	VERB
ajase-655	176	187	with	with	ADP
ajase-655	176	188	the	the	DET
ajase-655	176	189	impact	impact	NOUN
ajase-655	176	190	of	of	ADP
ajase-655	176	191	climate	climate	NOUN
ajase-655	176	192	change	change	NOUN
ajase-655	176	193	followed	follow	VERB
ajase-655	176	194	by	by	ADP
ajase-655	176	195	crop	crop	NOUN
ajase-655	176	196	diversification	diversification	NOUN
ajase-655	176	197	(	(	PUNCT
ajase-655	176	198	17.2	17.2	NUM
ajase-655	176	199	%	%	NOUN
ajase-655	176	200	)	)	PUNCT
ajase-655	176	201	and	and	CCONJ
ajase-655	176	202	growing	grow	VERB
ajase-655	176	203	drought	drought	ADJ
ajase-655	176	204	tolerant	tolerant	ADJ
ajase-655	176	205	crop	crop	NOUN
ajase-655	176	206	is	be	AUX
ajase-655	176	207	least	least	ADJ
ajase-655	176	208	choice	choice	NOUN
ajase-655	176	209	of	of	ADP
ajase-655	176	210	adaptation	adaptation	NOUN
ajase-655	176	211	strategy	strategy	NOUN
ajase-655	176	212	to	to	ADP
ajase-655	176	213	moderate	moderate	ADJ
ajase-655	176	214	climate	climate	NOUN
ajase-655	176	215	change	change	NOUN
ajase-655	176	216	in	in	ADP
ajase-655	176	217	dega	dega	PROPN
ajase-655	176	218	agro	agro	PROPN
ajase-655	176	219	-	-	PUNCT
ajase-655	176	220	ecology	ecology	NOUN
ajase-655	176	221	of	of	ADP
ajase-655	176	222	the	the	DET
ajase-655	176	223	woreda	woreda	NOUN
ajase-655	176	224	.	.	PUNCT
ajase-655	176	225	table	table	NOUN
ajase-655	176	226	7	7	NUM
ajase-655	176	227	:	:	PUNCT
ajase-655	176	228	sum	sum	NOUN
ajase-655	176	229	agehh	agehh	NOUN
ajase-655	176	230	sex	sex	PROPN
ajase-655	176	231	fex	fex	PROPN
ajase-655	176	232	edu	edu	PROPN
ajase-655	176	233	ofi	ofi	PROPN
ajase-655	176	234	fai	fai	PROPN
ajase-655	176	235	cra	cra	PROPN
ajase-655	176	236	mkd	mkd	PROPN
ajase-655	176	237	fms	fms	PROPN
ajase-655	176	238	fas	fas	PROPN
ajase-655	176	239	sof	sof	VERB
ajase-655	176	240	aci	aci	PROPN
ajase-655	176	241	exa	exa	PROPN
ajase-655	176	242	independent	independent	PROPN
ajase-655	176	243	variables	variables	PROPN
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ajase-655	176	245	summary	summary	NOUN
ajase-655	176	246	statistics	statistic	NOUN
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ajase-655	176	248	std.dev	std.dev	NUM
ajase-655	176	249	.	.	PUNCT
ajase-655	176	250	min	min	PROPN
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ajase-655	176	253	of	of	ADP
ajase-655	176	254	household	household	NOUN
ajase-655	176	255	continuous	continuous	ADJ
ajase-655	176	256	variable	variable	NOUN
ajase-655	176	257	2.5125	2.5125	NUM
ajase-655	176	258	.8995554	.8995554	SYM
ajase-655	176	259	1	1	NUM
ajase-655	176	260	4	4	NUM
ajase-655	176	261	sex	sex	NOUN
ajase-655	176	262	dummy	dummy	NOUN
ajase-655	176	263	1	1	NUM
ajase-655	176	264	if	if	SCONJ
ajase-655	176	265	male	male	ADJ
ajase-655	176	266	,	,	PUNCT
ajase-655	176	267	otherwise	otherwise	ADV
ajase-655	176	268	.84958220	.84958220	NOUN
ajase-655	176	269	.357979	.357979	NOUN
ajase-655	176	270	0	0	NUM
ajase-655	176	271	1	1	NUM
ajase-655	176	272	farm	farm	NOUN
ajase-655	176	273	experience	experience	NOUN
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ajase-655	176	275	in	in	ADP
ajase-655	176	276	year	year	NOUN
ajase-655	177	1	2.264624	2.264624	NUM
ajase-655	177	2	.9828995	.9828995	NOUN
ajase-655	177	3	1	1	NUM
ajase-655	177	4	4	4	NUM
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ajase-655	177	7	.8718663	.8718663	PROPN
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ajase-655	177	9	0	0	NUM
ajase-655	177	10	4	4	NUM
ajase-655	177	11	off	off	ADP
ajase-655	177	12	farm	farm	NOUN
ajase-655	177	13	income	income	NOUN
ajase-655	177	14	in	in	ADP
ajase-655	177	15	etb	etb	PROPN
ajase-655	177	16	(	(	PUNCT
ajase-655	177	17	continuous	continuous	ADJ
ajase-655	177	18	variable	variable	NOUN
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ajase-655	177	20	1.785515	1.785515	NUM
ajase-655	177	21	1.26677	1.26677	NUM
ajase-655	177	22	0	0	NUM
ajase-655	177	23	5	5	NUM
ajase-655	177	24	farm	farm	NOUN
ajase-655	177	25	income	income	NOUN
ajase-655	177	26	2.37325	2.37325	NUM
ajase-655	177	27	.9184382	.9184382	NOUN
ajase-655	177	28	1	1	NUM
ajase-655	177	29	5	5	NUM
ajase-655	177	30	credit	credit	NOUN
ajase-655	177	31	access	access	NOUN
ajase-655	177	32	dummy	dummy	NOUN
ajase-655	177	33	1	1	NUM
ajase-655	177	34	if	if	SCONJ
ajase-655	177	35	yes	yes	ADV
ajase-655	177	36	,	,	PUNCT
ajase-655	177	37	0	0	NUM
ajase-655	177	38	otherwise	otherwise	ADV
ajase-655	177	39	.6991643	.6991643	PUNCT
ajase-655	178	1	.4592615	.4592615	NOUN
ajase-655	178	2	0	0	NUM
ajase-655	178	3	1	1	NUM
ajase-655	178	4	distance	distance	NOUN
ajase-655	178	5	from	from	ADP
ajase-655	178	6	farm	farm	NOUN
ajase-655	178	7	to	to	ADP
ajase-655	178	8	market	market	NOUN
ajase-655	178	9	farm	farm	NOUN
ajase-655	178	10	continuous	continuous	ADJ
ajase-655	178	11	in	in	ADP
ajase-655	178	12	km	km	PROPN
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ajase-655	178	14	.9271146	.9271146	NOUN
ajase-655	178	15	1	1	NUM
ajase-655	178	16	5	5	NUM
ajase-655	178	17	farm	farm	NOUN
ajase-655	178	18	size	size	NOUN
ajase-655	178	19	continuous	continuous	ADJ
ajase-655	178	20	in	in	ADP
ajase-655	178	21	hectare	hectare	NOUN
ajase-655	178	22	2.34818	2.34818	NUM
ajase-655	178	23	.9680314	.9680314	NOUN
ajase-655	178	24	1	1	NUM
ajase-655	178	25	4	4	NUM
ajase-655	178	26	family	family	NOUN
ajase-655	178	27	size	size	NOUN
ajase-655	178	28	continuous	continuous	ADJ
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ajase-655	178	31	1	1	NUM
ajase-655	178	32	4	4	NUM
ajase-655	178	33	soil	soil	NOUN
ajase-655	178	34	fertility	fertility	NOUN
ajase-655	178	35	categorical	categorical	ADJ
ajase-655	178	36	1	1	NUM
ajase-655	178	37	very	very	ADV
ajase-655	178	38	fertile,2	fertile,2	NOUN
ajase-655	178	39	for	for	ADP
ajase-655	178	40	moderate	moderate	ADJ
ajase-655	178	41	fertile	fertile	ADJ
ajase-655	178	42	and	and	CCONJ
ajase-655	178	43	3	3	NUM
ajase-655	178	44	infertile	infertile	NOUN
ajase-655	178	45	1.793872	1.793872	NUM
ajase-655	178	46	1.793872	1.793872	NUM
ajase-655	178	47	1	1	NUM
ajase-655	178	48	3	3	NUM
ajase-655	178	49	access	access	NOUN
ajase-655	178	50	to	to	ADP
ajase-655	178	51	climate	climate	NOUN
ajase-655	178	52	information	information	NOUN
ajase-655	178	53	dummy	dummy	NOUN
ajase-655	178	54	1	1	NUM
ajase-655	178	55	if	if	SCONJ
ajase-655	178	56	yes	yes	INTJ
ajase-655	178	57	,	,	PUNCT
ajase-655	178	58	0	0	NUM
ajase-655	179	1	otherwise	otherwise	ADV
ajase-655	179	2	.5933148	.5933148	PROPN
ajase-655	179	3	.4919008	.4919008	PROPN
ajase-655	179	4	0	0	NUM
ajase-655	179	5	1	1	NUM
ajase-655	179	6	extension	extension	NOUN
ajase-655	179	7	access	access	NOUN
ajase-655	179	8	dummy	dummy	NOUN
ajase-655	179	9	1	1	NUM
ajase-655	179	10	if	if	SCONJ
ajase-655	179	11	yes	yes	ADV
ajase-655	179	12	,	,	PUNCT
ajase-655	179	13	0	0	NUM
ajase-655	179	14	otherwise	otherwise	ADV
ajase-655	179	15	.6406685	.6406685	PUNCT
ajase-655	180	1	.4804742	.4804742	NOUN
ajase-655	180	2	0	0	NUM
ajase-655	180	3	source	source	NOUN
ajase-655	180	4	:	:	PUNCT
ajase-655	180	5	own	own	ADJ
ajase-655	180	6	survey	survey	NOUN
ajase-655	180	7	data	datum	NOUN
ajase-655	180	8	,	,	PUNCT
ajase-655	180	9	2022	2022	NUM
ajase-655	180	10	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	180	11	pa	pa	PROPN
ajase-655	180	12	ge	ge	PROPN
ajase-655	180	13	22	22	NUM
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ajase-655	181	2	am	be	AUX
ajase-655	181	3	.	.	PUNCT
ajase-655	182	1	j.	j.	PROPN
ajase-655	182	2	appl	appl	PROPN
ajase-655	182	3	.	.	PROPN
ajase-655	183	1	stat	stat	PROPN
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ajase-655	184	1	econ	econ	PROPN
ajase-655	184	2	.	.	PUNCT
ajase-655	185	1	2(1	2(1	NUM
ajase-655	185	2	)	)	PUNCT
ajase-655	185	3	15	15	NUM
ajase-655	185	4	-	-	SYM
ajase-655	185	5	27	27	NUM
ajase-655	185	6	,	,	PUNCT
ajase-655	185	7	2023	2023	NUM
ajase-655	185	8	factors	factor	NOUN
ajase-655	185	9	that	that	PRON
ajase-655	185	10	affecting	affect	VERB
ajase-655	185	11	smallholder	smallholder	NOUN
ajase-655	185	12	farmers	farmer	NOUN
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ajase-655	185	14	choice	choice	NOUN
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ajase-655	185	16	adaptation	adaptation	NOUN
ajase-655	185	17	strategies	strategy	NOUN
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ajase-655	185	26	multinomial	multinomial	ADJ
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ajase-655	185	32	that	that	SCONJ
ajase-655	185	33	affecting	affect	VERB
ajase-655	185	34	farmers	farmer	NOUN
ajase-655	185	35	’	’	PART
ajase-655	185	36	choice	choice	NOUN
ajase-655	185	37	of	of	ADP
ajase-655	185	38	adaptation	adaptation	NOUN
ajase-655	185	39	strategies	strategy	NOUN
ajase-655	185	40	in	in	ADP
ajase-655	185	41	the	the	DET
ajase-655	185	42	study	study	NOUN
ajase-655	185	43	area	area	NOUN
ajase-655	185	44	.	.	PUNCT
ajase-655	186	1	the	the	DET
ajase-655	186	2	mnl	mnl	PROPN
ajase-655	186	3	adaptation	adaptation	NOUN
ajase-655	186	4	model	model	NOUN
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ajase-655	186	6	run	run	VERB
ajase-655	186	7	and	and	CCONJ
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ajase-655	186	11	levels	level	NOUN
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ajase-655	186	13	the	the	DET
ajase-655	186	14	parameters	parameter	NOUN
ajase-655	186	15	estimates	estimate	NOUN
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ajase-655	187	2	8	8	NUM
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ajase-655	187	5	the	the	DET
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ajase-655	187	10	model	model	NOUN
ajase-655	187	11	.	.	PUNCT
ajase-655	188	1	the	the	DET
ajase-655	188	2	likelihood	likelihood	NOUN
ajase-655	188	3	ratio	ratio	NOUN
ajase-655	188	4	statistics	statistic	NOUN
ajase-655	188	5	as	as	SCONJ
ajase-655	188	6	indicated	indicate	VERB
ajase-655	188	7	by	by	ADP
ajase-655	188	8	ch2	ch2	PROPN
ajase-655	188	9	statistics	statistic	NOUN
ajase-655	188	10	(	(	PUNCT
ajase-655	188	11	lr	lr	PROPN
ajase-655	188	12	chi	chi	NOUN
ajase-655	188	13	-	-	PUNCT
ajase-655	188	14	square	square	NOUN
ajase-655	188	15	(	(	PUNCT
ajase-655	188	16	65	65	NUM
ajase-655	188	17	)	)	PUNCT
ajase-655	188	18	=	=	SYM
ajase-655	188	19	649.46	649.46	NUM
ajase-655	188	20	and	and	CCONJ
ajase-655	188	21	pseudo	pseudo	NOUN
ajase-655	188	22	r2	r2	NOUN
ajase-655	188	23	=	=	NOUN
ajase-655	188	24	0.5421	0.5421	NOUN
ajase-655	188	25	are	be	AUX
ajase-655	188	26	highly	highly	ADV
ajase-655	188	27	significant	significant	ADJ
ajase-655	188	28	p	p	X
ajase-655	188	29	<	<	X
ajase-655	188	30	0.0000	0.0000	NUM
ajase-655	188	31	)	)	PUNCT
ajase-655	188	32	,	,	PUNCT
ajase-655	188	33	explaining	explain	VERB
ajase-655	188	34	the	the	DET
ajase-655	188	35	model	model	NOUN
ajase-655	188	36	has	have	VERB
ajase-655	188	37	a	a	DET
ajase-655	188	38	strong	strong	ADJ
ajase-655	188	39	explanatory	explanatory	ADJ
ajase-655	188	40	power	power	NOUN
ajase-655	188	41	.	.	PUNCT
ajase-655	189	1	in	in	ADP
ajase-655	189	2	all	all	DET
ajase-655	189	3	cases	case	NOUN
ajase-655	189	4	,	,	PUNCT
ajase-655	189	5	the	the	DET
ajase-655	189	6	estimated	estimate	VERB
ajase-655	189	7	coefficients	coefficient	NOUN
ajase-655	189	8	should	should	AUX
ajase-655	189	9	be	be	AUX
ajase-655	189	10	compared	compare	VERB
ajase-655	189	11	with	with	ADP
ajase-655	189	12	the	the	DET
ajase-655	189	13	base	base	NOUN
ajase-655	189	14	category	category	NOUN
ajase-655	189	15	of	of	ADP
ajase-655	189	16	no	no	DET
ajase-655	189	17	adaptation	adaptation	NOUN
ajase-655	189	18	.	.	PUNCT
ajase-655	190	1	therefore	therefore	ADV
ajase-655	190	2	,	,	PUNCT
ajase-655	190	3	table	table	NOUN
ajase-655	190	4	8	8	NUM
ajase-655	190	5	presents	present	VERB
ajase-655	190	6	the	the	DET
ajase-655	190	7	mnl	mnl	NOUN
ajase-655	190	8	results	result	NOUN
ajase-655	190	9	along	along	ADP
ajase-655	190	10	with	with	ADP
ajase-655	190	11	the	the	DET
ajase-655	190	12	levels	level	NOUN
ajase-655	190	13	of	of	ADP
ajase-655	190	14	statistical	statistical	ADJ
ajase-655	190	15	significance	significance	NOUN
ajase-655	190	16	.	.	PUNCT
ajase-655	191	1	coefficient	coefficient	NOUN
ajase-655	191	2	from	from	ADP
ajase-655	191	3	the	the	DET
ajase-655	191	4	multinomial	multinomial	PROPN
ajase-655	191	5	logit	logit	PROPN
ajase-655	191	6	model	model	NOUN
ajase-655	191	7	can	can	AUX
ajase-655	191	8	tell	tell	VERB
ajase-655	191	9	table	table	NOUN
ajase-655	191	10	8	8	NUM
ajase-655	191	11	:	:	PUNCT
ajase-655	191	12	parameter	parameter	NOUN
ajase-655	191	13	estimates	estimate	NOUN
ajase-655	191	14	of	of	ADP
ajase-655	191	15	the	the	DET
ajase-655	191	16	multinomial	multinomial	PROPN
ajase-655	191	17	logit	logit	PROPN
ajase-655	191	18	climate	climate	NOUN
ajase-655	191	19	change	change	NOUN
ajase-655	191	20	adaptation	adaptation	NOUN
ajase-655	191	21	model	model	NOUN
ajase-655	191	22	explanatory	explanatory	ADJ
ajase-655	191	23	variable	variable	ADJ
ajase-655	191	24	crop	crop	NOUN
ajase-655	191	25	diversification	diversification	NOUN
ajase-655	191	26	growing	grow	VERB
ajase-655	191	27	drought	drought	ADJ
ajase-655	191	28	tolerant	tolerant	ADJ
ajase-655	191	29	crop	crop	NOUN
ajase-655	191	30	soil	soil	NOUN
ajase-655	191	31	and	and	CCONJ
ajase-655	191	32	water	water	NOUN
ajase-655	191	33	management	management	NOUN
ajase-655	192	1	changing	change	VERB
ajase-655	192	2	planting	planting	NOUN
ajase-655	192	3	date	date	NOUN
ajase-655	192	4	small	small	ADJ
ajase-655	192	5	scale	scale	NOUN
ajase-655	192	6	irrigation	irrigation	NOUN
ajase-655	192	7	coef	coef	PROPN
ajase-655	192	8	coef	coef	PROPN
ajase-655	192	9	coef	coef	PROPN
ajase-655	192	10	coef	coef	PROPN
ajase-655	192	11	coef	coef	PROPN
ajase-655	193	1	p	p	NOUN
ajase-655	193	2	-	-	PUNCT
ajase-655	193	3	value	value	NOUN
ajase-655	193	4	p	p	NOUN
ajase-655	193	5	-	-	PUNCT
ajase-655	193	6	value	value	NOUN
ajase-655	193	7	p	p	NOUN
ajase-655	193	8	-	-	PUNCT
ajase-655	193	9	value	value	NOUN
ajase-655	193	10	p	p	NOUN
ajase-655	193	11	-	-	PUNCT
ajase-655	193	12	value	value	NOUN
ajase-655	193	13	p	p	NOUN
ajase-655	193	14	value	value	NOUN
ajase-655	193	15	age	age	NOUN
ajase-655	193	16	0.154	0.154	NUM
ajase-655	193	17	0.063	0.063	NUM
ajase-655	193	18	0.358	0.358	NUM
ajase-655	193	19	0.275	0.275	NUM
ajase-655	193	20	0.032	0.032	NUM
ajase-655	193	21	0.639	0.639	NUM
ajase-655	193	22	0.867	0.867	NUM
ajase-655	193	23	0.33	0.33	NUM
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ajase-655	193	30	12.163	12.163	NUM
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ajase-655	193	37	*	*	PUNCT
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ajase-655	193	52	0.000	0.000	NUM
ajase-655	193	53	*	*	PUNCT
ajase-655	193	54	*	*	PUNCT
ajase-655	193	55	0.003	0.003	NUM
ajase-655	193	56	*	*	PUNCT
ajase-655	193	57	*	*	X
ajase-655	193	58	0.037	0.037	NUM
ajase-655	193	59	*	*	PUNCT
ajase-655	193	60	*	*	X
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ajase-655	217	17	-.000	-.000	ADJ
ajase-655	217	18	market	market	NOUN
ajase-655	217	19	distance	distance	NOUN
ajase-655	217	20	.018	.018	NUM
ajase-655	217	21	-.023	-.023	PROPN
ajase-655	217	22	-.076	-.076	NOUN
ajase-655	218	1	-.005	-.005	PROPN
ajase-655	218	2	-.000	-.000	INTJ
ajase-655	218	3	farm	farm	NOUN
ajase-655	218	4	size	size	NOUN
ajase-655	218	5	.064	.064	NUM
ajase-655	218	6	.027	.027	NUM
ajase-655	218	7	.152	.152	NUM
ajase-655	219	1	-.004	-.004	PROPN
ajase-655	219	2	.002	.002	NUM
ajase-655	219	3	family	family	NOUN
ajase-655	219	4	size	size	NOUN
ajase-655	219	5	-.089	-.089	NOUN
ajase-655	219	6	.022	.022	NUM
ajase-655	219	7	.090	.090	NUM
ajase-655	219	8	-.001	-.001	PROPN
ajase-655	219	9	.014	.014	NUM
ajase-655	219	10	soil	soil	NOUN
ajase-655	219	11	fertility	fertility	NOUN
ajase-655	219	12	.528	.528	NUM
ajase-655	219	13	.304	.304	PROPN
ajase-655	219	14	.297	.297	NUM
ajase-655	219	15	.000	.000	NUM
ajase-655	219	16	.012	.012	NUM
ajase-655	219	17	access	access	NOUN
ajase-655	219	18	to	to	ADP
ajase-655	219	19	climate	climate	NOUN
ajase-655	219	20	information	information	NOUN
ajase-655	219	21	.122	.122	NUM
ajase-655	219	22	.033	.033	NUM
ajase-655	219	23	.160	.160	NUM
ajase-655	219	24	0.013	0.013	NUM
ajase-655	219	25	.001	.001	NUM
ajase-655	219	26	extension	extension	NOUN
ajase-655	219	27	access	access	NOUN
ajase-655	219	28	.154	.154	NUM
ajase-655	219	29	-.098	-.098	PROPN
ajase-655	219	30	087	087	NUM
ajase-655	219	31	.000	.000	NUM
ajase-655	219	32	.019	.019	NUM
ajase-655	219	33	(	(	PUNCT
ajase-655	219	34	*	*	NOUN
ajase-655	219	35	)	)	PUNCT
ajase-655	219	36	dy	dy	NOUN
ajase-655	219	37	/	/	SYM
ajase-655	219	38	dx	dx	PROPN
ajase-655	219	39	is	be	AUX
ajase-655	219	40	for	for	ADP
ajase-655	219	41	discrete	discrete	ADJ
ajase-655	219	42	change	change	NOUN
ajase-655	219	43	of	of	ADP
ajase-655	219	44	dummy	dummy	ADJ
ajase-655	219	45	variable	variable	NOUN
ajase-655	219	46	from	from	ADP
ajase-655	219	47	0	0	NUM
ajase-655	219	48	to	to	PART
ajase-655	219	49	1	1	NUM
ajase-655	219	50	.	.	PUNCT
ajase-655	220	1	source	source	NOUN
ajase-655	220	2	:	:	PUNCT
ajase-655	220	3	own	own	ADJ
ajase-655	220	4	survey	survey	NOUN
ajase-655	220	5	data	datum	NOUN
ajase-655	220	6	2022	2022	NUM
ajase-655	220	7	interpretation	interpretation	NOUN
ajase-655	220	8	of	of	ADP
ajase-655	220	9	regression	regression	NOUN
ajase-655	220	10	result	result	VERB
ajase-655	220	11	sex	sex	NOUN
ajase-655	220	12	of	of	ADP
ajase-655	220	13	household	household	NOUN
ajase-655	220	14	head	head	NOUN
ajase-655	220	15	from	from	ADP
ajase-655	220	16	the	the	DET
ajase-655	220	17	result	result	NOUN
ajase-655	220	18	of	of	ADP
ajase-655	220	19	multinomial	multinomial	ADJ
ajase-655	220	20	logistic	logistic	ADJ
ajase-655	220	21	regression	regression	NOUN
ajase-655	220	22	the	the	DET
ajase-655	220	23	coefficients	coefficient	NOUN
ajase-655	220	24	of	of	ADP
ajase-655	220	25	sex	sex	NOUN
ajase-655	220	26	of	of	ADP
ajase-655	220	27	household	household	NOUN
ajase-655	220	28	head	head	NOUN
ajase-655	220	29	are	be	AUX
ajase-655	220	30	negative	negative	ADJ
ajase-655	220	31	and	and	CCONJ
ajase-655	220	32	statistically	statistically	ADV
ajase-655	220	33	not	not	PART
ajase-655	220	34	significant	significant	ADJ
ajase-655	220	35	for	for	ADP
ajase-655	220	36	crop	crop	NOUN
ajase-655	220	37	diversification	diversification	NOUN
ajase-655	220	38	and	and	CCONJ
ajase-655	220	39	small	small	ADJ
ajase-655	220	40	scale	scale	NOUN
ajase-655	220	41	irrigation	irrigation	NOUN
ajase-655	220	42	,	,	PUNCT
ajase-655	220	43	keeping	keep	VERB
ajase-655	220	44	other	other	ADJ
ajase-655	220	45	variables	variable	NOUN
ajase-655	220	46	constant	constant	ADJ
ajase-655	220	47	.	.	PUNCT
ajase-655	221	1	being	be	AUX
ajase-655	221	2	female	female	ADJ
ajase-655	221	3	household	household	NOUN
ajase-655	221	4	head	head	NOUN
ajase-655	221	5	is	be	AUX
ajase-655	221	6	better	well	ADJ
ajase-655	221	7	in	in	ADP
ajase-655	221	8	practice	practice	NOUN
ajase-655	221	9	of	of	ADP
ajase-655	221	10	crop	crop	NOUN
ajase-655	221	11	diversification	diversification	NOUN
ajase-655	221	12	and	and	CCONJ
ajase-655	221	13	small	small	ADJ
ajase-655	221	14	scale	scale	NOUN
ajase-655	221	15	irrigation	irrigation	NOUN
ajase-655	221	16	as	as	ADP
ajase-655	221	17	adaptation	adaptation	NOUN
ajase-655	221	18	measure	measure	NOUN
ajase-655	221	19	with	with	ADP
ajase-655	221	20	(	(	PUNCT
ajase-655	221	21	p	p	X
ajase-655	221	22	<	<	X
ajase-655	221	23	0.434	0.434	NUM
ajase-655	221	24	)	)	PUNCT
ajase-655	221	25	and	and	CCONJ
ajase-655	221	26	(	(	PUNCT
ajase-655	221	27	p<0.099	p<0.099	NOUN
ajase-655	221	28	)	)	PUNCT
ajase-655	221	29	respectively	respectively	ADV
ajase-655	221	30	at	at	ADP
ajase-655	221	31	5	5	NUM
ajase-655	221	32	%	%	NOUN
ajase-655	221	33	level	level	NOUN
ajase-655	221	34	of	of	ADP
ajase-655	221	35	significance	significance	NOUN
ajase-655	221	36	in	in	ADP
ajase-655	221	37	the	the	DET
ajase-655	221	38	study	study	NOUN
ajase-655	221	39	area	area	NOUN
ajase-655	221	40	.	.	PUNCT
ajase-655	222	1	being	be	AUX
ajase-655	222	2	male	male	ADJ
ajase-655	222	3	household	household	NOUN
ajase-655	222	4	head	head	NOUN
ajase-655	222	5	has	have	VERB
ajase-655	222	6	positive	positive	ADJ
ajase-655	222	7	and	and	CCONJ
ajase-655	222	8	highly	highly	ADV
ajase-655	222	9	significant	significant	ADJ
ajase-655	222	10	effect	effect	NOUN
ajase-655	222	11	on	on	ADP
ajase-655	222	12	adapting	adapt	VERB
ajase-655	222	13	strategy	strategy	NOUN
ajase-655	222	14	like	like	ADP
ajase-655	222	15	growing	grow	VERB
ajase-655	222	16	drought	drought	ADJ
ajase-655	222	17	tolerant	tolerant	ADJ
ajase-655	222	18	crop	crop	NOUN
ajase-655	222	19	,	,	PUNCT
ajase-655	222	20	for	for	ADP
ajase-655	222	21	soil	soil	NOUN
ajase-655	222	22	and	and	CCONJ
ajase-655	222	23	water	water	NOUN
ajase-655	222	24	management	management	NOUN
ajase-655	222	25	and	and	CCONJ
ajase-655	222	26	changing	change	VERB
ajase-655	222	27	planting	planting	NOUN
ajase-655	222	28	date	date	NOUN
ajase-655	222	29	to	to	PART
ajase-655	222	30	climate	climate	NOUN
ajase-655	222	31	change	change	NOUN
ajase-655	222	32	impact	impact	NOUN
ajase-655	222	33	with	with	ADP
ajase-655	222	34	probability	probability	NOUN
ajase-655	222	35	of	of	ADP
ajase-655	222	36	p<0.001	p<0.001	PROPN
ajase-655	222	37	,	,	PUNCT
ajase-655	222	38	p<0.000	p<0.000	ADJ
ajase-655	222	39	and	and	CCONJ
ajase-655	222	40	p<0.000	p<0.000	VERB
ajase-655	222	41	at	at	ADP
ajase-655	222	42	5	5	NUM
ajase-655	222	43	%	%	NOUN
ajase-655	222	44	level	level	NOUN
ajase-655	222	45	of	of	ADP
ajase-655	222	46	significance	significance	NOUN
ajase-655	222	47	in	in	ADP
ajase-655	222	48	the	the	DET
ajase-655	222	49	study	study	NOUN
ajase-655	222	50	site	site	NOUN
ajase-655	222	51	.	.	PUNCT
ajase-655	223	1	based	base	VERB
ajase-655	223	2	on	on	ADP
ajase-655	223	3	the	the	DET
ajase-655	223	4	result	result	NOUN
ajase-655	223	5	of	of	ADP
ajase-655	223	6	marginal	marginal	ADJ
ajase-655	223	7	effect	effect	NOUN
ajase-655	223	8	,	,	PUNCT
ajase-655	223	9	even	even	ADV
ajase-655	223	10	if	if	SCONJ
ajase-655	223	11	the	the	DET
ajase-655	223	12	effects	effect	NOUN
ajase-655	223	13	of	of	ADP
ajase-655	223	14	sex	sex	NOUN
ajase-655	223	15	on	on	ADP
ajase-655	223	16	the	the	DET
ajase-655	223	17	probabilities	probability	NOUN
ajase-655	223	18	of	of	ADP
ajase-655	223	19	three	three	NUM
ajase-655	223	20	of	of	ADP
ajase-655	223	21	the	the	DET
ajase-655	223	22	strategies	strategy	NOUN
ajase-655	223	23	are	be	AUX
ajase-655	223	24	negative	negative	ADJ
ajase-655	223	25	and	and	CCONJ
ajase-655	223	26	do	do	AUX
ajase-655	223	27	not	not	PART
ajase-655	223	28	suggest	suggest	VERB
ajase-655	223	29	important	important	ADJ
ajase-655	223	30	information	information	NOUN
ajase-655	223	31	,	,	PUNCT
ajase-655	223	32	this	this	PRON
ajase-655	223	33	could	could	AUX
ajase-655	223	34	be	be	AUX
ajase-655	223	35	an	an	DET
ajase-655	223	36	indication	indication	NOUN
ajase-655	223	37	of	of	ADP
ajase-655	223	38	the	the	DET
ajase-655	223	39	different	different	ADJ
ajase-655	223	40	implications	implication	NOUN
ajase-655	223	41	of	of	ADP
ajase-655	223	42	sex	sex	NOUN
ajase-655	223	43	on	on	ADP
ajase-655	223	44	adaptation	adaptation	NOUN
ajase-655	223	45	measure	measure	NOUN
ajase-655	223	46	.	.	PUNCT
ajase-655	224	1	given	give	VERB
ajase-655	224	2	these	these	DET
ajase-655	224	3	situations	situation	NOUN
ajase-655	224	4	,	,	PUNCT
ajase-655	224	5	the	the	DET
ajase-655	224	6	result	result	NOUN
ajase-655	224	7	is	be	AUX
ajase-655	224	8	justified	justify	VERB
ajase-655	224	9	with	with	ADP
ajase-655	224	10	the	the	DET
ajase-655	224	11	possibility	possibility	NOUN
ajase-655	224	12	that	that	SCONJ
ajase-655	224	13	being	be	AUX
ajase-655	224	14	male	male	ADJ
ajase-655	224	15	and	and	CCONJ
ajase-655	224	16	female	female	ADJ
ajase-655	224	17	farmer	farmer	NOUN
ajase-655	224	18	usually	usually	ADV
ajase-655	224	19	practice	practice	NOUN
ajase-655	224	20	of	of	ADP
ajase-655	224	21	adaptation	adaptation	NOUN
ajase-655	224	22	measures	measure	NOUN
ajase-655	224	23	which	which	PRON
ajase-655	224	24	can	can	AUX
ajase-655	224	25	be	be	AUX
ajase-655	224	26	practiced	practice	VERB
ajase-655	224	27	to	to	PART
ajase-655	224	28	increase	increase	VERB
ajase-655	224	29	farm	farm	NOUN
ajase-655	224	30	labour	labour	NOUN
ajase-655	224	31	.	.	PUNCT
ajase-655	225	1	education	education	NOUN
ajase-655	225	2	level	level	NOUN
ajase-655	225	3	of	of	ADP
ajase-655	225	4	smallholder	smallholder	NOUN
ajase-655	225	5	farmer	farmer	NOUN
ajase-655	225	6	the	the	DET
ajase-655	225	7	result	result	NOUN
ajase-655	225	8	of	of	ADP
ajase-655	225	9	multinomial	multinomial	ADJ
ajase-655	225	10	logistic	logistic	ADJ
ajase-655	225	11	regression	regression	NOUN
ajase-655	225	12	shows	show	VERB
ajase-655	225	13	that	that	SCONJ
ajase-655	225	14	education	education	NOUN
ajase-655	225	15	had	have	VERB
ajase-655	225	16	a	a	DET
ajase-655	225	17	positive	positive	ADJ
ajase-655	225	18	effect	effect	NOUN
ajase-655	225	19	on	on	ADP
ajase-655	225	20	farmers	farmer	NOUN
ajase-655	225	21	’	’	PART
ajase-655	225	22	adaptation	adaptation	NOUN
ajase-655	225	23	strategies	strategy	NOUN
ajase-655	225	24	and	and	CCONJ
ajase-655	225	25	statistically	statistically	ADV
ajase-655	225	26	significant	significant	ADJ
ajase-655	225	27	in	in	ADP
ajase-655	225	28	increasing	increase	VERB
ajase-655	225	29	adaptation	adaptation	NOUN
ajase-655	225	30	strategies	strategy	NOUN
ajase-655	225	31	of	of	ADP
ajase-655	225	32	crop	crop	NOUN
ajase-655	225	33	diversification	diversification	NOUN
ajase-655	225	34	,	,	PUNCT
ajase-655	225	35	growing	grow	VERB
ajase-655	225	36	drought	drought	ADJ
ajase-655	225	37	tolerant	tolerant	ADJ
ajase-655	225	38	crop	crop	NOUN
ajase-655	225	39	,	,	PUNCT
ajase-655	225	40	soil	soil	NOUN
ajase-655	225	41	and	and	CCONJ
ajase-655	225	42	water	water	NOUN
ajase-655	225	43	management	management	NOUN
ajase-655	225	44	,	,	PUNCT
ajase-655	225	45	changing	change	VERB
ajase-655	225	46	planting	planting	NOUN
ajase-655	225	47	date	date	NOUN
ajase-655	225	48	and	and	CCONJ
ajase-655	225	49	small	small	ADJ
ajase-655	225	50	scale	scale	NOUN
ajase-655	225	51	irrigation	irrigation	NOUN
ajase-655	225	52	with	with	ADP
ajase-655	225	53	respective	respective	ADJ
ajase-655	225	54	p	p	NOUN
ajase-655	225	55	-	-	PUNCT
ajase-655	225	56	value	value	NOUN
ajase-655	225	57	p<0.00	p<0.00	PROPN
ajase-655	225	58	,	,	PUNCT
ajase-655	225	59	p<0.00	p<0.00	PROPN
ajase-655	225	60	,	,	PUNCT
ajase-655	225	61	p<0.03	p<0.03	NOUN
ajase-655	225	62	,	,	PUNCT
ajase-655	225	63	p<0.037	p<0.037	NOUN
ajase-655	225	64	and	and	CCONJ
ajase-655	225	65	p<0.029	p<0.029	NOUN
ajase-655	225	66	.	.	PUNCT
ajase-655	226	1	education	education	NOUN
ajase-655	226	2	is	be	AUX
ajase-655	226	3	highly	highly	ADV
ajase-655	226	4	significant	significant	ADJ
ajase-655	226	5	in	in	ADP
ajase-655	226	6	determining	determine	VERB
ajase-655	226	7	crop	crop	NOUN
ajase-655	226	8	diversification	diversification	NOUN
ajase-655	226	9	and	and	CCONJ
ajase-655	226	10	growing	grow	VERB
ajase-655	226	11	drought	drought	ADJ
ajase-655	226	12	tolerant	tolerant	ADJ
ajase-655	226	13	crop	crop	NOUN
ajase-655	226	14	at	at	ADP
ajase-655	226	15	5	5	NUM
ajase-655	226	16	%	%	NOUN
ajase-655	226	17	level	level	NOUN
ajase-655	226	18	of	of	ADP
ajase-655	226	19	significance	significance	NOUN
ajase-655	226	20	keeping	keep	VERB
ajase-655	226	21	other	other	ADJ
ajase-655	226	22	variables	variable	NOUN
ajase-655	226	23	constant	constant	ADJ
ajase-655	226	24	.	.	PUNCT
ajase-655	227	1	farmers	farmer	NOUN
ajase-655	227	2	who	who	PRON
ajase-655	227	3	have	have	VERB
ajase-655	227	4	more	more	ADJ
ajase-655	227	5	education	education	NOUN
ajase-655	227	6	level	level	NOUN
ajase-655	227	7	were	be	AUX
ajase-655	227	8	more	more	ADV
ajase-655	227	9	likely	likely	ADJ
ajase-655	227	10	to	to	PART
ajase-655	227	11	adapt	adapt	VERB
ajase-655	227	12	to	to	ADP
ajase-655	227	13	climate	climate	NOUN
ajase-655	227	14	change	change	NOUN
ajase-655	227	15	using	use	VERB
ajase-655	227	16	crop	crop	NOUN
ajase-655	227	17	diversification	diversification	NOUN
ajase-655	227	18	and	and	CCONJ
ajase-655	227	19	growing	grow	VERB
ajase-655	227	20	drought	drought	ADJ
ajase-655	227	21	tolerant	tolerant	ADJ
ajase-655	227	22	crop	crop	NOUN
ajase-655	227	23	practices	practice	NOUN
ajase-655	227	24	than	than	ADP
ajase-655	227	25	those	those	PRON
ajase-655	227	26	who	who	PRON
ajase-655	227	27	do	do	AUX
ajase-655	227	28	have	have	VERB
ajase-655	227	29	lower	low	ADJ
ajase-655	227	30	education	education	NOUN
ajase-655	227	31	level	level	NOUN
ajase-655	227	32	.	.	PUNCT
ajase-655	228	1	this	this	DET
ajase-655	228	2	result	result	NOUN
ajase-655	228	3	might	might	AUX
ajase-655	228	4	source	source	NOUN
ajase-655	228	5	of	of	ADP
ajase-655	228	6	the	the	DET
ajase-655	228	7	fact	fact	NOUN
ajase-655	228	8	that	that	SCONJ
ajase-655	228	9	education	education	NOUN
ajase-655	228	10	improves	improve	VERB
ajase-655	228	11	farmers‟	farmers‟	NOUN
ajase-655	228	12	capacity	capacity	NOUN
ajase-655	228	13	of	of	ADP
ajase-655	228	14	obtaining	obtain	VERB
ajase-655	228	15	and	and	CCONJ
ajase-655	228	16	analyzing	analyze	VERB
ajase-655	228	17	new	new	ADJ
ajase-655	228	18	information	information	NOUN
ajase-655	228	19	about	about	ADP
ajase-655	228	20	climate	climate	NOUN
ajase-655	228	21	change	change	NOUN
ajase-655	228	22	and	and	CCONJ
ajase-655	228	23	best	good	ADJ
ajase-655	228	24	adaptation	adaptation	NOUN
ajase-655	228	25	practices	practice	NOUN
ajase-655	228	26	that	that	PRON
ajase-655	228	27	increases	increase	VERB
ajase-655	228	28	the	the	DET
ajase-655	228	29	probability	probability	NOUN
ajase-655	228	30	of	of	ADP
ajase-655	228	31	adapting	adapt	VERB
ajase-655	228	32	to	to	ADP
ajase-655	228	33	climate	climate	NOUN
ajase-655	228	34	change	change	NOUN
ajase-655	228	35	.	.	PUNCT
ajase-655	229	1	more	more	ADV
ajase-655	229	2	specifically	specifically	ADV
ajase-655	229	3	,	,	PUNCT
ajase-655	229	4	it	it	PRON
ajase-655	229	5	equipped	equip	VERB
ajase-655	229	6	farmers	farmer	NOUN
ajase-655	229	7	with	with	ADP
ajase-655	229	8	knowledge	knowledge	NOUN
ajase-655	229	9	of	of	ADP
ajase-655	229	10	selecting	select	VERB
ajase-655	229	11	appropriate	appropriate	ADJ
ajase-655	229	12	crop	crop	NOUN
ajase-655	229	13	diversification	diversification	NOUN
ajase-655	229	14	and	and	CCONJ
ajase-655	229	15	drought	drought	NOUN
ajase-655	229	16	tolerant	tolerant	ADJ
ajase-655	229	17	variety	variety	NOUN
ajase-655	229	18	.	.	PUNCT
ajase-655	230	1	the	the	DET
ajase-655	230	2	result	result	NOUN
ajase-655	230	3	of	of	ADP
ajase-655	230	4	from	from	ADP
ajase-655	230	5	marginal	marginal	ADJ
ajase-655	230	6	effect	effect	NOUN
ajase-655	230	7	shows	show	VERB
ajase-655	230	8	that	that	SCONJ
ajase-655	230	9	a	a	DET
ajase-655	230	10	unit	unit	NOUN
ajase-655	230	11	increases	increase	VERB
ajase-655	230	12	in	in	ADP
ajase-655	230	13	number	number	NOUN
ajase-655	230	14	of	of	ADP
ajase-655	230	15	years	year	NOUN
ajase-655	230	16	of	of	ADP
ajase-655	230	17	education	education	NOUN
ajase-655	230	18	could	could	AUX
ajase-655	230	19	increase	increase	VERB
ajase-655	230	20	by	by	ADP
ajase-655	230	21	8.1	8.1	NUM
ajase-655	230	22	%	%	NOUN
ajase-655	230	23	of	of	ADP
ajase-655	230	24	the	the	DET
ajase-655	230	25	likelihood	likelihood	NOUN
ajase-655	230	26	of	of	ADP
ajase-655	230	27	adopting	adopt	VERB
ajase-655	230	28	crop	crop	NOUN
ajase-655	230	29	diversification	diversification	NOUN
ajase-655	230	30	and	and	CCONJ
ajase-655	230	31	1.8	1.8	NUM
ajase-655	230	32	%	%	NOUN
ajase-655	230	33	practice	practice	NOUN
ajase-655	230	34	of	of	ADP
ajase-655	230	35	growing	grow	VERB
ajase-655	230	36	drought	drought	ADJ
ajase-655	230	37	tolerant	tolerant	ADJ
ajase-655	230	38	crop	crop	NOUN
ajase-655	230	39	as	as	ADP
ajase-655	230	40	adaptation	adaptation	NOUN
ajase-655	230	41	measures	measure	NOUN
ajase-655	230	42	at	at	ADP
ajase-655	230	43	5	5	NUM
ajase-655	230	44	%	%	NOUN
ajase-655	230	45	level	level	NOUN
ajase-655	230	46	of	of	ADP
ajase-655	230	47	significance	significance	NOUN
ajase-655	230	48	.	.	PUNCT
ajase-655	231	1	farm	farm	NOUN
ajase-655	231	2	experience	experience	NOUN
ajase-655	231	3	of	of	ADP
ajase-655	231	4	household	household	NOUN
ajase-655	231	5	in	in	ADP
ajase-655	231	6	this	this	DET
ajase-655	231	7	study	study	NOUN
ajase-655	231	8	the	the	DET
ajase-655	231	9	coefficient	coefficient	NOUN
ajase-655	231	10	of	of	ADP
ajase-655	231	11	household	household	NOUN
ajase-655	231	12	farm	farm	NOUN
ajase-655	231	13	experience	experience	NOUN
ajase-655	231	14	is	be	AUX
ajase-655	231	15	positive	positive	ADJ
ajase-655	231	16	and	and	CCONJ
ajase-655	231	17	statistically	statistically	ADV
ajase-655	231	18	significant	significant	ADJ
ajase-655	231	19	in	in	ADP
ajase-655	231	20	determining	determine	VERB
ajase-655	231	21	adaptation	adaptation	NOUN
ajase-655	231	22	measure	measure	NOUN
ajase-655	231	23	such	such	ADJ
ajase-655	231	24	as	as	ADP
ajase-655	231	25	crop	crop	NOUN
ajase-655	231	26	diversification	diversification	NOUN
ajase-655	231	27	,	,	PUNCT
ajase-655	231	28	growing	grow	VERB
ajase-655	231	29	drought	drought	ADJ
ajase-655	231	30	tolerant	tolerant	ADJ
ajase-655	231	31	crop	crop	NOUN
ajase-655	231	32	,	,	PUNCT
ajase-655	231	33	soil	soil	NOUN
ajase-655	231	34	and	and	CCONJ
ajase-655	231	35	water	water	NOUN
ajase-655	231	36	management	management	NOUN
ajase-655	231	37	,	,	PUNCT
ajase-655	231	38	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	231	39	pa	pa	PROPN
ajase-655	231	40	ge	ge	PROPN
ajase-655	231	41	24	24	NUM
ajase-655	231	42	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	231	43	am	be	AUX
ajase-655	231	44	.	.	PUNCT
ajase-655	232	1	j.	j.	PROPN
ajase-655	232	2	appl	appl	PROPN
ajase-655	232	3	.	.	PROPN
ajase-655	233	1	stat	stat	PROPN
ajase-655	233	2	.	.	PUNCT
ajase-655	234	1	econ	econ	PROPN
ajase-655	234	2	.	.	PUNCT
ajase-655	235	1	2(1	2(1	NUM
ajase-655	235	2	)	)	PUNCT
ajase-655	235	3	15	15	NUM
ajase-655	235	4	-	-	SYM
ajase-655	235	5	27	27	NUM
ajase-655	235	6	,	,	PUNCT
ajase-655	236	1	2023	2023	NUM
ajase-655	236	2	changing	change	VERB
ajase-655	236	3	planting	planting	NOUN
ajase-655	236	4	date	date	NOUN
ajase-655	236	5	and	and	CCONJ
ajase-655	236	6	small	small	ADJ
ajase-655	236	7	scale	scale	NOUN
ajase-655	236	8	irrigation	irrigation	NOUN
ajase-655	236	9	with	with	ADP
ajase-655	236	10	p<0.00	p<0.00	PROPN
ajase-655	236	11	,	,	PUNCT
ajase-655	236	12	p<0.001	p<0.001	PROPN
ajase-655	236	13	,	,	PUNCT
ajase-655	236	14	p<0.00	p<0.00	PROPN
ajase-655	236	15	,	,	PUNCT
ajase-655	236	16	p<0.009	p<0.009	NOUN
ajase-655	236	17	and	and	CCONJ
ajase-655	236	18	p<0.001	p<0.001	NOUN
ajase-655	236	19	respectively	respectively	ADV
ajase-655	236	20	in	in	ADP
ajase-655	236	21	the	the	DET
ajase-655	236	22	study	study	NOUN
ajase-655	236	23	site	site	NOUN
ajase-655	236	24	.	.	PUNCT
ajase-655	237	1	the	the	DET
ajase-655	237	2	result	result	NOUN
ajase-655	237	3	of	of	ADP
ajase-655	237	4	marginal	marginal	ADJ
ajase-655	237	5	effect	effect	NOUN
ajase-655	237	6	shows	show	VERB
ajase-655	237	7	a	a	DET
ajase-655	237	8	unit	unit	NOUN
ajase-655	237	9	increases	increase	VERB
ajase-655	237	10	in	in	ADP
ajase-655	237	11	number	number	NOUN
ajase-655	237	12	of	of	ADP
ajase-655	237	13	years	year	NOUN
ajase-655	237	14	of	of	ADP
ajase-655	237	15	farm	farm	NOUN
ajase-655	237	16	experience	experience	NOUN
ajase-655	237	17	could	could	AUX
ajase-655	237	18	increase	increase	VERB
ajase-655	237	19	by	by	ADP
ajase-655	237	20	1.4	1.4	NUM
ajase-655	237	21	%	%	NOUN
ajase-655	237	22	of	of	ADP
ajase-655	237	23	the	the	DET
ajase-655	237	24	likelihood	likelihood	NOUN
ajase-655	237	25	of	of	ADP
ajase-655	237	26	adopting	adopt	VERB
ajase-655	237	27	crop	crop	NOUN
ajase-655	237	28	diversification	diversification	NOUN
ajase-655	237	29	,	,	PUNCT
ajase-655	237	30	5.7	5.7	NUM
ajase-655	237	31	%	%	NOUN
ajase-655	237	32	of	of	ADP
ajase-655	237	33	growing	grow	VERB
ajase-655	237	34	drought	drought	ADJ
ajase-655	237	35	tolerant	tolerant	ADJ
ajase-655	237	36	crop	crop	NOUN
ajase-655	237	37	and	and	CCONJ
ajase-655	237	38	1.6	1.6	NUM
ajase-655	237	39	%	%	NOUN
ajase-655	237	40	of	of	ADP
ajase-655	237	41	soil	soil	NOUN
ajase-655	237	42	and	and	CCONJ
ajase-655	237	43	water	water	NOUN
ajase-655	237	44	management	management	NOUN
ajase-655	237	45	as	as	ADP
ajase-655	237	46	adaptation	adaptation	NOUN
ajase-655	237	47	measure	measure	NOUN
ajase-655	237	48	at	at	ADP
ajase-655	237	49	5	5	NUM
ajase-655	237	50	%	%	NOUN
ajase-655	237	51	level	level	NOUN
ajase-655	237	52	of	of	ADP
ajase-655	237	53	significance	significance	NOUN
ajase-655	237	54	.	.	PUNCT
ajase-655	238	1	the	the	DET
ajase-655	238	2	number	number	NOUN
ajase-655	238	3	of	of	ADP
ajase-655	238	4	years	year	NOUN
ajase-655	238	5	a	a	DET
ajase-655	238	6	farmer	farmer	NOUN
ajase-655	238	7	has	have	AUX
ajase-655	238	8	spent	spend	VERB
ajase-655	238	9	cultivating	cultivate	VERB
ajase-655	238	10	crops	crop	NOUN
ajase-655	238	11	on	on	ADP
ajase-655	238	12	a	a	DET
ajase-655	238	13	farm	farm	NOUN
ajase-655	238	14	is	be	AUX
ajase-655	238	15	considered	consider	VERB
ajase-655	238	16	as	as	ADP
ajase-655	238	17	his	his	PRON
ajase-655	238	18	/	/	SYM
ajase-655	238	19	her	her	PRON
ajase-655	238	20	agricultural	agricultural	ADJ
ajase-655	238	21	experience	experience	NOUN
ajase-655	238	22	.	.	PUNCT
ajase-655	239	1	possessing	possess	VERB
ajase-655	239	2	many	many	ADJ
ajase-655	239	3	years	year	NOUN
ajase-655	239	4	of	of	ADP
ajase-655	239	5	farming	farming	NOUN
ajase-655	239	6	experience	experience	NOUN
ajase-655	239	7	implies	imply	VERB
ajase-655	239	8	that	that	SCONJ
ajase-655	239	9	one	one	NOUN
ajase-655	239	10	is	be	AUX
ajase-655	239	11	better	well	ADV
ajase-655	239	12	informed	inform	VERB
ajase-655	239	13	about	about	ADP
ajase-655	239	14	climate	climate	NOUN
ajase-655	239	15	variability	variability	NOUN
ajase-655	239	16	and	and	CCONJ
ajase-655	239	17	change	change	NOUN
ajase-655	239	18	in	in	ADP
ajase-655	239	19	relation	relation	NOUN
ajase-655	239	20	to	to	ADP
ajase-655	239	21	crop	crop	NOUN
ajase-655	239	22	produce	produce	VERB
ajase-655	239	23	,	,	PUNCT
ajase-655	239	24	in	in	ADP
ajase-655	239	25	the	the	DET
ajase-655	239	26	study	study	NOUN
ajase-655	239	27	areas	area	NOUN
ajase-655	239	28	;	;	PUNCT
ajase-655	239	29	hence	hence	ADV
ajase-655	239	30	,	,	PUNCT
ajase-655	239	31	experienced	experienced	ADJ
ajase-655	239	32	farmers	farmer	NOUN
ajase-655	239	33	are	be	AUX
ajase-655	239	34	likely	likely	ADJ
ajase-655	239	35	to	to	PART
ajase-655	239	36	use	use	VERB
ajase-655	239	37	adaptation	adaptation	NOUN
ajase-655	239	38	strategies	strategy	NOUN
ajase-655	239	39	which	which	PRON
ajase-655	239	40	had	have	AUX
ajase-655	239	41	reduced	reduce	VERB
ajase-655	239	42	the	the	DET
ajase-655	239	43	effects	effect	NOUN
ajase-655	239	44	of	of	ADP
ajase-655	239	45	change	change	NOUN
ajase-655	239	46	and	and	CCONJ
ajase-655	239	47	improved	improve	VERB
ajase-655	239	48	crop	crop	NOUN
ajase-655	239	49	production	production	NOUN
ajase-655	239	50	.	.	PUNCT
ajase-655	240	1	off	off	ADP
ajase-655	240	2	-	-	PUNCT
ajase-655	240	3	farm	farm	NOUN
ajase-655	240	4	income	income	NOUN
ajase-655	240	5	off	off	ADP
ajase-655	240	6	-	-	PUNCT
ajase-655	240	7	farm	farm	NOUN
ajase-655	240	8	income	income	NOUN
ajase-655	240	9	is	be	AUX
ajase-655	240	10	significantly	significantly	ADV
ajase-655	240	11	and	and	CCONJ
ajase-655	240	12	positively	positively	ADV
ajase-655	240	13	affected	affect	VERB
ajase-655	240	14	crop	crop	NOUN
ajase-655	240	15	diversification	diversification	NOUN
ajase-655	240	16	and	and	CCONJ
ajase-655	240	17	the	the	DET
ajase-655	240	18	practice	practice	NOUN
ajase-655	240	19	of	of	ADP
ajase-655	240	20	soil	soil	NOUN
ajase-655	240	21	and	and	CCONJ
ajase-655	240	22	water	water	NOUN
ajase-655	240	23	management	management	NOUN
ajase-655	240	24	with	with	ADP
ajase-655	240	25	p<0.01	p<0.01	PROPN
ajase-655	240	26	and	and	CCONJ
ajase-655	240	27	p<0.03	p<0.03	ADJ
ajase-655	240	28	at	at	ADP
ajase-655	240	29	5	5	NUM
ajase-655	240	30	%	%	NOUN
ajase-655	240	31	level	level	NOUN
ajase-655	240	32	of	of	ADP
ajase-655	240	33	significance	significance	NOUN
ajase-655	240	34	.	.	PUNCT
ajase-655	241	1	the	the	DET
ajase-655	241	2	result	result	NOUN
ajase-655	241	3	of	of	ADP
ajase-655	241	4	marginal	marginal	ADJ
ajase-655	241	5	effect	effect	NOUN
ajase-655	241	6	shows	show	VERB
ajase-655	241	7	a	a	DET
ajase-655	241	8	unit	unit	NOUN
ajase-655	241	9	increases	increase	VERB
ajase-655	241	10	in	in	ADP
ajase-655	241	11	number	number	NOUN
ajase-655	241	12	of	of	ADP
ajase-655	241	13	years	year	NOUN
ajase-655	241	14	of	of	ADP
ajase-655	241	15	farm	farm	NOUN
ajase-655	241	16	experience	experience	NOUN
ajase-655	241	17	could	could	AUX
ajase-655	241	18	increase	increase	VERB
ajase-655	241	19	by	by	ADP
ajase-655	241	20	1.9	1.9	NUM
ajase-655	241	21	%	%	NOUN
ajase-655	241	22	of	of	ADP
ajase-655	241	23	the	the	DET
ajase-655	241	24	likelihood	likelihood	NOUN
ajase-655	241	25	of	of	ADP
ajase-655	241	26	adopting	adopt	VERB
ajase-655	241	27	crop	crop	NOUN
ajase-655	241	28	diversification	diversification	NOUN
ajase-655	241	29	.	.	PUNCT
ajase-655	242	1	the	the	DET
ajase-655	242	2	higher	high	ADJ
ajase-655	242	3	farmers	farmer	NOUN
ajase-655	242	4	have	have	VERB
ajase-655	242	5	off	off	ADP
ajase-655	242	6	-	-	PUNCT
ajase-655	242	7	farm	farm	NOUN
ajase-655	242	8	income	income	NOUN
ajase-655	242	9	,	,	PUNCT
ajase-655	242	10	the	the	PRON
ajase-655	242	11	more	more	ADV
ajase-655	242	12	likely	likely	ADJ
ajase-655	242	13	they	they	PRON
ajase-655	242	14	were	be	AUX
ajase-655	242	15	to	to	PART
ajase-655	242	16	adapt	adapt	VERB
ajase-655	242	17	climate	climate	NOUN
ajase-655	242	18	change	change	NOUN
ajase-655	242	19	using	use	VERB
ajase-655	242	20	crop	crop	NOUN
ajase-655	242	21	diversification	diversification	NOUN
ajase-655	242	22	and	and	CCONJ
ajase-655	242	23	soil	soil	NOUN
ajase-655	242	24	and	and	CCONJ
ajase-655	242	25	water	water	NOUN
ajase-655	242	26	management	management	NOUN
ajase-655	242	27	.	.	PUNCT
ajase-655	243	1	perhaps	perhaps	ADV
ajase-655	243	2	the	the	DET
ajase-655	243	3	reason	reason	NOUN
ajase-655	243	4	is	be	AUX
ajase-655	243	5	farmers	farmer	NOUN
ajase-655	243	6	have	have	AUX
ajase-655	243	7	had	have	VERB
ajase-655	243	8	an	an	DET
ajase-655	243	9	optional	optional	ADJ
ajase-655	243	10	income	income	NOUN
ajase-655	243	11	source	source	NOUN
ajase-655	243	12	that	that	PRON
ajase-655	243	13	help	help	VERB
ajase-655	243	14	them	they	PRON
ajase-655	243	15	withstand	withstand	VERB
ajase-655	243	16	the	the	DET
ajase-655	243	17	impact	impact	NOUN
ajase-655	243	18	of	of	ADP
ajase-655	243	19	climate	climate	NOUN
ajase-655	243	20	change	change	NOUN
ajase-655	243	21	and	and	CCONJ
ajase-655	243	22	they	they	PRON
ajase-655	243	23	are	be	AUX
ajase-655	243	24	also	also	ADV
ajase-655	243	25	capable	capable	ADJ
ajase-655	243	26	of	of	ADP
ajase-655	243	27	buying	buy	VERB
ajase-655	243	28	instruments	instrument	NOUN
ajase-655	243	29	for	for	ADP
ajase-655	243	30	soil	soil	NOUN
ajase-655	243	31	and	and	CCONJ
ajase-655	243	32	water	water	NOUN
ajase-655	243	33	management	management	NOUN
ajase-655	243	34	.	.	PUNCT
ajase-655	244	1	farm	farm	NOUN
ajase-655	244	2	income	income	NOUN
ajase-655	244	3	coefficients	coefficient	NOUN
ajase-655	244	4	of	of	ADP
ajase-655	244	5	farm	farm	NOUN
ajase-655	244	6	income	income	NOUN
ajase-655	244	7	from	from	ADP
ajase-655	244	8	result	result	NOUN
ajase-655	244	9	of	of	ADP
ajase-655	244	10	multinomial	multinomial	ADJ
ajase-655	244	11	logistic	logistic	ADJ
ajase-655	244	12	regression	regression	NOUN
ajase-655	244	13	is	be	AUX
ajase-655	244	14	positive	positive	ADJ
ajase-655	244	15	and	and	CCONJ
ajase-655	244	16	statistically	statistically	ADV
ajase-655	244	17	significant	significant	ADJ
ajase-655	244	18	in	in	ADP
ajase-655	244	19	determining	determine	VERB
ajase-655	244	20	the	the	DET
ajase-655	244	21	practice	practice	NOUN
ajase-655	244	22	of	of	ADP
ajase-655	244	23	adaptation	adaptation	NOUN
ajase-655	244	24	measure	measure	NOUN
ajase-655	244	25	such	such	ADJ
ajase-655	244	26	as	as	ADP
ajase-655	244	27	crop	crop	NOUN
ajase-655	244	28	diversification	diversification	NOUN
ajase-655	244	29	,	,	PUNCT
ajase-655	244	30	growing	grow	VERB
ajase-655	244	31	drought	drought	ADJ
ajase-655	244	32	tolerant	tolerant	ADJ
ajase-655	244	33	crop	crop	NOUN
ajase-655	244	34	,	,	PUNCT
ajase-655	244	35	soil	soil	NOUN
ajase-655	244	36	and	and	CCONJ
ajase-655	244	37	water	water	NOUN
ajase-655	244	38	management	management	NOUN
ajase-655	244	39	and	and	CCONJ
ajase-655	244	40	the	the	DET
ajase-655	244	41	use	use	NOUN
ajase-655	244	42	small	small	ADJ
ajase-655	244	43	scale	scale	NOUN
ajase-655	244	44	irrigation	irrigation	NOUN
ajase-655	244	45	at	at	ADP
ajase-655	244	46	5	5	NUM
ajase-655	244	47	%	%	NOUN
ajase-655	244	48	level	level	NOUN
ajase-655	244	49	of	of	ADP
ajase-655	244	50	significance	significance	NOUN
ajase-655	244	51	with	with	ADP
ajase-655	244	52	p	p	NOUN
ajase-655	244	53	-	-	PUNCT
ajase-655	244	54	value	value	NOUN
ajase-655	244	55	0.000	0.000	NUM
ajase-655	244	56	,	,	PUNCT
ajase-655	244	57	0.007	0.007	NUM
ajase-655	244	58	,	,	PUNCT
ajase-655	244	59	0.001	0.001	NUM
ajase-655	244	60	and	and	CCONJ
ajase-655	244	61	0.000	0.000	NUM
ajase-655	244	62	respectively	respectively	ADV
ajase-655	244	63	.	.	PUNCT
ajase-655	245	1	the	the	DET
ajase-655	245	2	result	result	NOUN
ajase-655	245	3	of	of	ADP
ajase-655	245	4	marginal	marginal	ADJ
ajase-655	245	5	effect	effect	NOUN
ajase-655	245	6	shows	show	VERB
ajase-655	245	7	a	a	DET
ajase-655	245	8	unit	unit	NOUN
ajase-655	245	9	increases	increase	VERB
ajase-655	245	10	in	in	ADP
ajase-655	245	11	number	number	NOUN
ajase-655	245	12	of	of	ADP
ajase-655	245	13	years	year	NOUN
ajase-655	245	14	of	of	ADP
ajase-655	245	15	farm	farm	NOUN
ajase-655	245	16	experience	experience	NOUN
ajase-655	245	17	could	could	AUX
ajase-655	245	18	increase	increase	VERB
ajase-655	245	19	by	by	ADP
ajase-655	245	20	1.4	1.4	NUM
ajase-655	245	21	%	%	NOUN
ajase-655	245	22	of	of	ADP
ajase-655	245	23	the	the	DET
ajase-655	245	24	likelihood	likelihood	NOUN
ajase-655	245	25	of	of	ADP
ajase-655	245	26	adopting	adopt	VERB
ajase-655	245	27	crop	crop	NOUN
ajase-655	245	28	diversification	diversification	NOUN
ajase-655	245	29	,	,	PUNCT
ajase-655	245	30	5	5	NUM
ajase-655	245	31	%	%	NOUN
ajase-655	245	32	of	of	ADP
ajase-655	245	33	growing	grow	VERB
ajase-655	245	34	drought	drought	ADJ
ajase-655	245	35	tolerant	tolerant	ADJ
ajase-655	245	36	crop	crop	NOUN
ajase-655	245	37	at	at	ADP
ajase-655	245	38	5	5	NUM
ajase-655	245	39	%	%	NOUN
ajase-655	245	40	level	level	NOUN
ajase-655	245	41	of	of	ADP
ajase-655	245	42	significance	significance	NOUN
ajase-655	245	43	.	.	PUNCT
ajase-655	246	1	this	this	PRON
ajase-655	246	2	implied	imply	VERB
ajase-655	246	3	that	that	SCONJ
ajase-655	246	4	smallholder	smallholder	NOUN
ajase-655	246	5	farmers	farmer	NOUN
ajase-655	246	6	who	who	PRON
ajase-655	246	7	have	have	VERB
ajase-655	246	8	higher	high	ADJ
ajase-655	246	9	farm	farm	NOUN
ajase-655	246	10	income	income	NOUN
ajase-655	246	11	are	be	AUX
ajase-655	246	12	more	more	ADV
ajase-655	246	13	likely	likely	ADJ
ajase-655	246	14	to	to	PART
ajase-655	246	15	adapt	adapt	VERB
ajase-655	246	16	to	to	ADP
ajase-655	246	17	the	the	DET
ajase-655	246	18	change	change	NOUN
ajase-655	246	19	in	in	ADP
ajase-655	246	20	climate	climate	NOUN
ajase-655	246	21	using	use	VERB
ajase-655	246	22	these	these	DET
ajase-655	246	23	strategies	strategy	NOUN
ajase-655	246	24	.	.	PUNCT
ajase-655	247	1	when	when	SCONJ
ajase-655	247	2	the	the	DET
ajase-655	247	3	main	main	ADJ
ajase-655	247	4	source	source	NOUN
ajase-655	247	5	of	of	ADP
ajase-655	247	6	income	income	NOUN
ajase-655	247	7	in	in	ADP
ajase-655	247	8	farming	farming	NOUN
ajase-655	247	9	increase	increase	NOUN
ajase-655	247	10	,	,	PUNCT
ajase-655	247	11	farmers	farmer	NOUN
ajase-655	247	12	tend	tend	VERB
ajase-655	247	13	to	to	PART
ajase-655	247	14	invest	invest	VERB
ajase-655	247	15	on	on	ADP
ajase-655	247	16	productivity	productivity	NOUN
ajase-655	247	17	smoothing	smooth	VERB
ajase-655	247	18	options	option	NOUN
ajase-655	247	19	such	such	ADJ
ajase-655	247	20	as	as	ADP
ajase-655	247	21	using	use	VERB
ajase-655	247	22	crop	crop	NOUN
ajase-655	247	23	diversification	diversification	NOUN
ajase-655	247	24	and	and	CCONJ
ajase-655	247	25	growing	grow	VERB
ajase-655	247	26	drought	drought	ADJ
ajase-655	247	27	tolerant	tolerant	ADJ
ajase-655	247	28	crop	crop	NOUN
ajase-655	247	29	.	.	PUNCT
ajase-655	248	1	farm	farm	NOUN
ajase-655	248	2	income	income	NOUN
ajase-655	248	3	enables	enable	VERB
ajase-655	248	4	the	the	DET
ajase-655	248	5	farmer	farmer	NOUN
ajase-655	248	6	to	to	PART
ajase-655	248	7	perceive	perceive	VERB
ajase-655	248	8	and	and	CCONJ
ajase-655	248	9	adapt	adapt	VERB
ajase-655	248	10	to	to	ADP
ajase-655	248	11	climate	climate	NOUN
ajase-655	248	12	change	change	NOUN
ajase-655	248	13	by	by	ADP
ajase-655	248	14	devoting	devote	VERB
ajase-655	248	15	higher	high	ADJ
ajase-655	248	16	cash	cash	NOUN
ajase-655	248	17	for	for	ADP
ajase-655	248	18	the	the	DET
ajase-655	248	19	purchase	purchase	NOUN
ajase-655	248	20	of	of	ADP
ajase-655	248	21	seed	seed	NOUN
ajase-655	248	22	and	and	CCONJ
ajase-655	248	23	seedlings	seedling	NOUN
ajase-655	248	24	whenever	whenever	SCONJ
ajase-655	248	25	the	the	DET
ajase-655	248	26	rain	rain	NOUN
ajase-655	248	27	comes	come	VERB
ajase-655	248	28	,	,	PUNCT
ajase-655	248	29	buying	buy	VERB
ajase-655	248	30	a	a	DET
ajase-655	248	31	drought	drought	NOUN
ajase-655	248	32	tolerant	tolerant	ADJ
ajase-655	248	33	variety	variety	NOUN
ajase-655	248	34	and	and	CCONJ
ajase-655	248	35	apparatus	apparatus	NOUN
ajase-655	248	36	for	for	ADP
ajase-655	248	37	the	the	DET
ajase-655	248	38	use	use	NOUN
ajase-655	248	39	of	of	ADP
ajase-655	248	40	soil	soil	NOUN
ajase-655	248	41	and	and	CCONJ
ajase-655	248	42	water	water	NOUN
ajase-655	248	43	management	management	NOUN
ajase-655	248	44	practice	practice	NOUN
ajase-655	248	45	and	and	CCONJ
ajase-655	248	46	irrigation	irrigation	NOUN
ajase-655	248	47	at	at	ADP
ajase-655	248	48	higher	high	ADJ
ajase-655	248	49	price	price	NOUN
ajase-655	248	50	.	.	PUNCT
ajase-655	249	1	credit	credit	NOUN
ajase-655	249	2	access	access	NOUN
ajase-655	249	3	the	the	DET
ajase-655	249	4	multinomial	multinomial	ADJ
ajase-655	249	5	regression	regression	NOUN
ajase-655	249	6	model	model	NOUN
ajase-655	249	7	revealed	reveal	VERB
ajase-655	249	8	that	that	SCONJ
ajase-655	249	9	farmers	farmer	NOUN
ajase-655	249	10	access	access	NOUN
ajase-655	249	11	to	to	ADP
ajase-655	249	12	credit	credit	NOUN
ajase-655	249	13	has	have	VERB
ajase-655	249	14	a	a	DET
ajase-655	249	15	statistically	statistically	ADV
ajase-655	249	16	significant	significant	ADJ
ajase-655	249	17	positive	positive	ADJ
ajase-655	249	18	effect	effect	NOUN
ajase-655	249	19	on	on	ADP
ajase-655	249	20	using	use	VERB
ajase-655	249	21	of	of	ADP
ajase-655	249	22	crop	crop	NOUN
ajase-655	249	23	diversification	diversification	NOUN
ajase-655	249	24	,	,	PUNCT
ajase-655	249	25	growing	grow	VERB
ajase-655	249	26	drought	drought	ADJ
ajase-655	249	27	tolerant	tolerant	ADJ
ajase-655	249	28	crop	crop	NOUN
ajase-655	249	29	,	,	PUNCT
ajase-655	249	30	soil	soil	NOUN
ajase-655	249	31	and	and	CCONJ
ajase-655	249	32	water	water	NOUN
ajase-655	249	33	management	management	NOUN
ajase-655	249	34	and	and	CCONJ
ajase-655	249	35	using	use	VERB
ajase-655	249	36	small	small	ADJ
ajase-655	249	37	scale	scale	NOUN
ajase-655	249	38	irrigation	irrigation	NOUN
ajase-655	249	39	at	at	ADP
ajase-655	249	40	5	5	NUM
ajase-655	249	41	%	%	NOUN
ajase-655	249	42	level	level	NOUN
ajase-655	249	43	of	of	ADP
ajase-655	249	44	significance	significance	NOUN
ajase-655	249	45	,	,	PUNCT
ajase-655	249	46	keeping	keep	VERB
ajase-655	249	47	another	another	DET
ajase-655	249	48	variable	variable	ADJ
ajase-655	249	49	constant	constant	ADJ
ajase-655	249	50	.	.	PUNCT
ajase-655	250	1	farmers	farmer	NOUN
ajase-655	250	2	who	who	PRON
ajase-655	250	3	have	have	VERB
ajase-655	250	4	access	access	NOUN
ajase-655	250	5	to	to	ADP
ajase-655	250	6	credit	credit	NOUN
ajase-655	250	7	are	be	AUX
ajase-655	250	8	more	more	ADV
ajase-655	250	9	likely	likely	ADJ
ajase-655	250	10	to	to	PART
ajase-655	250	11	adapt	adapt	VERB
ajase-655	250	12	climate	climate	NOUN
ajase-655	250	13	change	change	NOUN
ajase-655	250	14	by	by	ADP
ajase-655	250	15	practicing	practice	VERB
ajase-655	250	16	these	these	DET
ajase-655	250	17	adaptation	adaptation	NOUN
ajase-655	250	18	strategies	strategy	NOUN
ajase-655	250	19	.	.	PUNCT
ajase-655	251	1	a	a	DET
ajase-655	251	2	unit	unit	NOUN
ajase-655	251	3	increase	increase	NOUN
ajase-655	251	4	of	of	ADP
ajase-655	251	5	access	access	NOUN
ajase-655	251	6	to	to	ADP
ajase-655	251	7	credit	credit	NOUN
ajase-655	251	8	could	could	AUX
ajase-655	251	9	increase	increase	VERB
ajase-655	251	10	likelihood	likelihood	NOUN
ajase-655	251	11	of	of	ADP
ajase-655	251	12	crop	crop	NOUN
ajase-655	251	13	diversification	diversification	NOUN
ajase-655	251	14	by	by	ADP
ajase-655	251	15	13.3	13.3	NUM
ajase-655	251	16	%	%	NOUN
ajase-655	251	17	,	,	PUNCT
ajase-655	251	18	growing	grow	VERB
ajase-655	251	19	drought	drought	ADJ
ajase-655	251	20	tolerant	tolerant	ADJ
ajase-655	251	21	crop	crop	NOUN
ajase-655	251	22	by	by	ADP
ajase-655	251	23	9.3	9.3	NUM
ajase-655	251	24	%	%	NOUN
ajase-655	251	25	,	,	PUNCT
ajase-655	251	26	soil	soil	NOUN
ajase-655	251	27	and	and	CCONJ
ajase-655	251	28	water	water	NOUN
ajase-655	251	29	management	management	NOUN
ajase-655	251	30	by	by	ADP
ajase-655	251	31	23.2	23.2	NUM
ajase-655	251	32	%	%	NOUN
ajase-655	251	33	.	.	PUNCT
ajase-655	252	1	the	the	DET
ajase-655	252	2	result	result	NOUN
ajase-655	252	3	showed	show	VERB
ajase-655	252	4	that	that	SCONJ
ajase-655	252	5	having	have	VERB
ajase-655	252	6	access	access	NOUN
ajase-655	252	7	to	to	ADP
ajase-655	252	8	credit	credit	NOUN
ajase-655	252	9	increases	increase	NOUN
ajase-655	252	10	the	the	DET
ajase-655	252	11	propensity	propensity	NOUN
ajase-655	252	12	of	of	ADP
ajase-655	252	13	farmers	farmer	NOUN
ajase-655	252	14	to	to	PART
ajase-655	252	15	apply	apply	VERB
ajase-655	252	16	the	the	DET
ajase-655	252	17	four	four	NUM
ajase-655	252	18	adaptation	adaptation	NOUN
ajase-655	252	19	strategies	strategy	NOUN
ajase-655	252	20	in	in	ADP
ajase-655	252	21	response	response	NOUN
ajase-655	252	22	to	to	ADP
ajase-655	252	23	climate	climate	NOUN
ajase-655	252	24	change	change	NOUN
ajase-655	252	25	.	.	PUNCT
ajase-655	253	1	this	this	PRON
ajase-655	253	2	is	be	AUX
ajase-655	253	3	due	due	ADJ
ajase-655	253	4	to	to	ADP
ajase-655	253	5	the	the	DET
ajase-655	253	6	fact	fact	NOUN
ajase-655	253	7	that	that	SCONJ
ajase-655	253	8	access	access	NOUN
ajase-655	253	9	to	to	ADP
ajase-655	253	10	affordable	affordable	ADJ
ajase-655	253	11	credit	credit	NOUN
ajase-655	253	12	mitigates	mitigate	VERB
ajase-655	253	13	the	the	DET
ajase-655	253	14	financial	financial	ADJ
ajase-655	253	15	limitation	limitation	NOUN
ajase-655	253	16	of	of	ADP
ajase-655	253	17	the	the	DET
ajase-655	253	18	farmer	farmer	NOUN
ajase-655	253	19	and	and	CCONJ
ajase-655	253	20	increases	increase	VERB
ajase-655	253	21	their	their	PRON
ajase-655	253	22	ability	ability	NOUN
ajase-655	253	23	to	to	PART
ajase-655	253	24	meet	meet	VERB
ajase-655	253	25	transaction	transaction	NOUN
ajase-655	253	26	costs	cost	NOUN
ajase-655	253	27	associated	associate	VERB
ajase-655	253	28	with	with	ADP
ajase-655	253	29	the	the	DET
ajase-655	253	30	various	various	ADJ
ajase-655	253	31	adaptation	adaptation	NOUN
ajase-655	253	32	options	option	NOUN
ajase-655	253	33	they	they	PRON
ajase-655	253	34	might	might	AUX
ajase-655	253	35	want	want	VERB
ajase-655	253	36	to	to	PART
ajase-655	253	37	take	take	VERB
ajase-655	253	38	.	.	PUNCT
ajase-655	254	1	it	it	PRON
ajase-655	254	2	enables	enable	VERB
ajase-655	254	3	farmers	farmer	NOUN
ajase-655	254	4	to	to	PART
ajase-655	254	5	change	change	VERB
ajase-655	254	6	their	their	PRON
ajase-655	254	7	management	management	NOUN
ajase-655	254	8	practices	practice	NOUN
ajase-655	254	9	in	in	ADP
ajase-655	254	10	response	response	NOUN
ajase-655	254	11	to	to	ADP
ajase-655	254	12	changing	change	VERB
ajase-655	254	13	climatic	climatic	ADJ
ajase-655	254	14	factors	factor	NOUN
ajase-655	254	15	and	and	CCONJ
ajase-655	254	16	to	to	PART
ajase-655	254	17	buy	buy	VERB
ajase-655	254	18	varieties	variety	NOUN
ajase-655	254	19	for	for	ADP
ajase-655	254	20	crop	crop	NOUN
ajase-655	254	21	diversification	diversification	NOUN
ajase-655	254	22	and	and	CCONJ
ajase-655	254	23	drought	drought	NOUN
ajase-655	254	24	tolerant	tolerant	ADJ
ajase-655	254	25	varieties	variety	NOUN
ajase-655	254	26	,	,	PUNCT
ajase-655	254	27	tool/	tool/	NUM
ajase-655	254	28	instrument	instrument	NOUN
ajase-655	254	29	for	for	ADP
ajase-655	254	30	soil	soil	NOUN
ajase-655	254	31	and	and	CCONJ
ajase-655	254	32	water	water	NOUN
ajase-655	254	33	management	management	NOUN
ajase-655	254	34	and	and	CCONJ
ajase-655	254	35	small	small	ADJ
ajase-655	254	36	scale	scale	NOUN
ajase-655	254	37	irrigation	irrigation	NOUN
ajase-655	254	38	irrigation	irrigation	NOUN
ajase-655	254	39	technologies	technology	NOUN
ajase-655	254	40	like	like	ADP
ajase-655	254	41	water	water	NOUN
ajase-655	254	42	pumps	pump	NOUN
ajase-655	254	43	and	and	CCONJ
ajase-655	254	44	other	other	ADJ
ajase-655	254	45	inputs	input	NOUN
ajase-655	254	46	to	to	ADP
ajase-655	254	47	smoothening	smoothen	VERB
ajase-655	254	48	production	production	NOUN
ajase-655	254	49	and	and	CCONJ
ajase-655	254	50	reduce	reduce	VERB
ajase-655	254	51	the	the	DET
ajase-655	254	52	negative	negative	ADJ
ajase-655	254	53	impact	impact	NOUN
ajase-655	254	54	of	of	ADP
ajase-655	254	55	climate	climate	NOUN
ajase-655	254	56	change	change	NOUN
ajase-655	254	57	.	.	PUNCT
ajase-655	255	1	market	market	NOUN
ajase-655	255	2	distance	distance	NOUN
ajase-655	255	3	this	this	DET
ajase-655	255	4	variable	variable	NOUN
ajase-655	255	5	is	be	AUX
ajase-655	255	6	a	a	DET
ajase-655	255	7	continuous	continuous	ADJ
ajase-655	255	8	variable	variable	NOUN
ajase-655	255	9	measured	measure	VERB
ajase-655	255	10	in	in	ADP
ajase-655	255	11	kilometers	kilometer	NOUN
ajase-655	255	12	from	from	ADP
ajase-655	255	13	farmers	farmer	NOUN
ajase-655	255	14	home	home	NOUN
ajase-655	255	15	/	/	SYM
ajase-655	255	16	farm	farm	NOUN
ajase-655	255	17	to	to	ADP
ajase-655	255	18	their	their	PRON
ajase-655	255	19	market	market	NOUN
ajase-655	255	20	and	and	CCONJ
ajase-655	255	21	coefficients	coefficient	NOUN
ajase-655	255	22	of	of	ADP
ajase-655	255	23	market	market	NOUN
ajase-655	255	24	distance	distance	NOUN
ajase-655	255	25	is	be	AUX
ajase-655	255	26	negative	negative	ADJ
ajase-655	255	27	and	and	CCONJ
ajase-655	255	28	statistically	statistically	ADV
ajase-655	255	29	significant	significant	ADJ
ajase-655	255	30	in	in	ADP
ajase-655	255	31	determining	determine	VERB
ajase-655	255	32	crop	crop	NOUN
ajase-655	255	33	diversification	diversification	NOUN
ajase-655	255	34	,	,	PUNCT
ajase-655	255	35	growing	grow	VERB
ajase-655	255	36	drought	drought	ADJ
ajase-655	255	37	tolerant	tolerant	ADJ
ajase-655	255	38	crop	crop	NOUN
ajase-655	255	39	,	,	PUNCT
ajase-655	255	40	soil	soil	NOUN
ajase-655	255	41	and	and	CCONJ
ajase-655	255	42	water	water	NOUN
ajase-655	255	43	management	management	NOUN
ajase-655	255	44	and	and	CCONJ
ajase-655	255	45	using	use	VERB
ajase-655	255	46	small	small	ADJ
ajase-655	255	47	scale	scale	NOUN
ajase-655	255	48	irrigation	irrigation	NOUN
ajase-655	255	49	at	at	ADP
ajase-655	255	50	5	5	NUM
ajase-655	255	51	%	%	NOUN
ajase-655	255	52	level	level	NOUN
ajase-655	255	53	of	of	ADP
ajase-655	255	54	significance	significance	NOUN
ajase-655	255	55	with	with	ADP
ajase-655	255	56	p	p	NOUN
ajase-655	255	57	-	-	PUNCT
ajase-655	255	58	value	value	NOUN
ajase-655	255	59	0.000	0.000	NUM
ajase-655	255	60	,	,	PUNCT
ajase-655	255	61	0.008	0.008	NUM
ajase-655	255	62	,	,	PUNCT
ajase-655	255	63	0.001	0.001	NUM
ajase-655	255	64	and	and	CCONJ
ajase-655	255	65	0.000	0.000	NUM
ajase-655	255	66	respectively	respectively	ADV
ajase-655	255	67	,	,	PUNCT
ajase-655	255	68	keeping	keep	VERB
ajase-655	255	69	other	other	ADJ
ajase-655	255	70	variables	variable	NOUN
ajase-655	255	71	constant	constant	ADJ
ajase-655	255	72	.	.	PUNCT
ajase-655	256	1	market	market	NOUN
ajase-655	256	2	is	be	AUX
ajase-655	256	3	an	an	DET
ajase-655	256	4	important	important	ADJ
ajase-655	256	5	determinant	determinant	ADJ
ajase-655	256	6	to	to	PART
ajase-655	256	7	buy	buy	VERB
ajase-655	256	8	input	input	NOUN
ajase-655	256	9	for	for	ADP
ajase-655	256	10	crop	crop	NOUN
ajase-655	256	11	diversification	diversification	NOUN
ajase-655	256	12	,	,	PUNCT
ajase-655	256	13	growing	grow	VERB
ajase-655	256	14	drought	drought	ADJ
ajase-655	256	15	tolerant	tolerant	ADJ
ajase-655	256	16	crop	crop	NOUN
ajase-655	256	17	,	,	PUNCT
ajase-655	256	18	soil	soil	NOUN
ajase-655	256	19	and	and	CCONJ
ajase-655	256	20	water	water	NOUN
ajase-655	256	21	management	management	NOUN
ajase-655	256	22	practices	practice	NOUN
ajase-655	256	23	and	and	CCONJ
ajase-655	256	24	small	small	ADJ
ajase-655	256	25	scale	scale	NOUN
ajase-655	256	26	irrigation	irrigation	NOUN
ajase-655	256	27	tool	tool	NOUN
ajase-655	256	28	to	to	PART
ajase-655	256	29	take	take	VERB
ajase-655	256	30	adaptation	adaptation	NOUN
ajase-655	256	31	measure	measure	NOUN
ajase-655	256	32	to	to	PART
ajase-655	256	33	climate	climate	NOUN
ajase-655	256	34	change	change	NOUN
ajase-655	256	35	,	,	PUNCT
ajase-655	256	36	most	most	ADV
ajase-655	256	37	probably	probably	ADV
ajase-655	256	38	reason	reason	VERB
ajase-655	256	39	the	the	DET
ajase-655	256	40	market	market	NOUN
ajase-655	256	41	serves	serve	VERB
ajase-655	256	42	as	as	ADP
ajase-655	256	43	a	a	DET
ajase-655	256	44	means	means	NOUN
ajase-655	256	45	of	of	ADP
ajase-655	256	46	exchanging	exchange	VERB
ajase-655	256	47	information	information	NOUN
ajase-655	256	48	with	with	ADP
ajase-655	256	49	other	other	ADJ
ajase-655	256	50	farmers	farmer	NOUN
ajase-655	256	51	.	.	PUNCT
ajase-655	257	1	moreover	moreover	ADV
ajase-655	257	2	,	,	PUNCT
ajase-655	257	3	access	access	NOUN
ajase-655	257	4	to	to	ADP
ajase-655	257	5	inputs	input	NOUN
ajase-655	257	6	and	and	CCONJ
ajase-655	257	7	transportation	transportation	NOUN
ajase-655	257	8	cost	cost	NOUN
ajase-655	257	9	will	will	AUX
ajase-655	257	10	be	be	AUX
ajase-655	257	11	high	high	ADJ
ajase-655	257	12	for	for	ADP
ajase-655	257	13	households	household	NOUN
ajase-655	257	14	far	far	ADV
ajase-655	257	15	from	from	ADP
ajase-655	257	16	a	a	DET
ajase-655	257	17	given	give	VERB
ajase-655	257	18	market	market	NOUN
ajase-655	257	19	.	.	PUNCT
ajase-655	258	1	farm	farm	NOUN
ajase-655	258	2	size	size	NOUN
ajase-655	258	3	landholding	landholding	NOUN
ajase-655	258	4	size	size	NOUN
ajase-655	258	5	highly	highly	ADV
ajase-655	258	6	significant	significant	ADJ
ajase-655	258	7	and	and	CCONJ
ajase-655	258	8	positively	positively	ADV
ajase-655	258	9	affected	affect	VERB
ajase-655	258	10	use	use	NOUN
ajase-655	258	11	of	of	ADP
ajase-655	258	12	crop	crop	NOUN
ajase-655	258	13	diversification	diversification	NOUN
ajase-655	258	14	,	,	PUNCT
ajase-655	258	15	growing	grow	VERB
ajase-655	258	16	drought	drought	ADJ
ajase-655	258	17	tolerant	tolerant	ADJ
ajase-655	258	18	crop	crop	NOUN
ajase-655	258	19	,	,	PUNCT
ajase-655	258	20	soil	soil	NOUN
ajase-655	258	21	and	and	CCONJ
ajase-655	258	22	water	water	NOUN
ajase-655	258	23	management	management	NOUN
ajase-655	258	24	,	,	PUNCT
ajase-655	258	25	changing	change	VERB
ajase-655	258	26	planting	planting	NOUN
ajase-655	258	27	date	date	NOUN
ajase-655	258	28	and	and	CCONJ
ajase-655	258	29	small	small	ADJ
ajase-655	258	30	scale	scale	NOUN
ajase-655	258	31	irrigation	irrigation	NOUN
ajase-655	258	32	in	in	ADP
ajase-655	258	33	response	response	NOUN
ajase-655	258	34	to	to	ADP
ajase-655	258	35	climate	climate	NOUN
ajase-655	258	36	change	change	NOUN
ajase-655	258	37	at	at	ADP
ajase-655	258	38	5	5	NUM
ajase-655	258	39	%	%	NOUN
ajase-655	258	40	level	level	NOUN
ajase-655	258	41	of	of	ADP
ajase-655	258	42	significance	significance	NOUN
ajase-655	258	43	with	with	ADP
ajase-655	258	44	all	all	DET
ajase-655	258	45	p	p	NOUN
ajase-655	258	46	-	-	PUNCT
ajase-655	258	47	value	value	NOUN
ajase-655	258	48	0.00	0.00	NUM
ajase-655	258	49	,	,	PUNCT
ajase-655	258	50	keeping	keep	VERB
ajase-655	258	51	other	other	ADJ
ajase-655	258	52	variables	variable	NOUN
ajase-655	258	53	constant	constant	ADJ
ajase-655	258	54	.	.	PUNCT
ajase-655	259	1	the	the	PRON
ajase-655	259	2	bigger	big	ADJ
ajase-655	259	3	the	the	DET
ajase-655	259	4	landholding	landholding	NOUN
ajase-655	259	5	,	,	PUNCT
ajase-655	259	6	the	the	PRON
ajase-655	259	7	more	more	ADV
ajase-655	259	8	likely	likely	ADJ
ajase-655	259	9	the	the	DET
ajase-655	259	10	farmer	farmer	NOUN
ajase-655	259	11	is	be	AUX
ajase-655	259	12	to	to	PART
ajase-655	259	13	adopt	adopt	VERB
ajase-655	259	14	crop	crop	NOUN
ajase-655	259	15	diversification	diversification	NOUN
ajase-655	259	16	,	,	PUNCT
ajase-655	259	17	growing	grow	VERB
ajase-655	259	18	drought	drought	ADJ
ajase-655	259	19	tolerant	tolerant	ADJ
ajase-655	259	20	crop	crop	NOUN
ajase-655	259	21	,	,	PUNCT
ajase-655	259	22	soil	soil	NOUN
ajase-655	259	23	and	and	CCONJ
ajase-655	259	24	water	water	NOUN
ajase-655	259	25	management	management	NOUN
ajase-655	259	26	,	,	PUNCT
ajase-655	259	27	changing	change	VERB
ajase-655	259	28	planting	planting	NOUN
ajase-655	259	29	date	date	NOUN
ajase-655	259	30	and	and	CCONJ
ajase-655	259	31	small	small	ADJ
ajase-655	259	32	scale	scale	NOUN
ajase-655	259	33	irrigation	irrigation	NOUN
ajase-655	259	34	.	.	PUNCT
ajase-655	260	1	the	the	DET
ajase-655	260	2	possible	possible	ADJ
ajase-655	260	3	reason	reason	NOUN
ajase-655	260	4	is	be	AUX
ajase-655	260	5	that	that	SCONJ
ajase-655	260	6	farmers	farmer	NOUN
ajase-655	260	7	who	who	PRON
ajase-655	260	8	have	have	VERB
ajase-655	260	9	bigger	big	ADJ
ajase-655	260	10	farm	farm	NOUN
ajase-655	260	11	size	size	NOUN
ajase-655	260	12	have	have	VERB
ajase-655	260	13	an	an	DET
ajase-655	260	14	option	option	NOUN
ajase-655	260	15	to	to	PART
ajase-655	260	16	divide	divide	VERB
ajase-655	260	17	their	their	PRON
ajase-655	260	18	farm	farm	NOUN
ajase-655	260	19	into	into	ADP
ajase-655	260	20	different	different	ADJ
ajase-655	260	21	enterprises	enterprise	NOUN
ajase-655	260	22	.	.	PUNCT
ajase-655	261	1	from	from	ADP
ajase-655	261	2	results	result	NOUN
ajase-655	261	3	of	of	ADP
ajase-655	261	4	marginal	marginal	ADJ
ajase-655	261	5	effect	effect	NOUN
ajase-655	261	6	shows	show	VERB
ajase-655	261	7	a	a	DET
ajase-655	261	8	unit	unit	NOUN
ajase-655	261	9	increase	increase	NOUN
ajase-655	261	10	in	in	ADP
ajase-655	261	11	farm	farm	NOUN
ajase-655	261	12	land	land	NOUN
ajase-655	261	13	by	by	ADP
ajase-655	261	14	hectare	hectare	NOUN
ajase-655	261	15	could	could	AUX
ajase-655	261	16	increase	increase	VERB
ajase-655	261	17	the	the	DET
ajase-655	261	18	likelihood	likelihood	NOUN
ajase-655	261	19	of	of	ADP
ajase-655	261	20	adopting	adopt	VERB
ajase-655	261	21	crop	crop	NOUN
ajase-655	261	22	diversification	diversification	NOUN
ajase-655	261	23	by	by	ADP
ajase-655	261	24	6.4	6.4	NUM
ajase-655	261	25	%	%	NOUN
ajase-655	261	26	,	,	PUNCT
ajase-655	261	27	growing	grow	VERB
ajase-655	261	28	drought	drought	ADJ
ajase-655	261	29	tolerant	tolerant	ADJ
ajase-655	261	30	crop	crop	NOUN
ajase-655	261	31	by	by	ADP
ajase-655	261	32	2.7	2.7	NUM
ajase-655	261	33	%	%	NOUN
ajase-655	261	34	,	,	PUNCT
ajase-655	261	35	soil	soil	NOUN
ajase-655	261	36	and	and	CCONJ
ajase-655	261	37	water	water	NOUN
ajase-655	261	38	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	261	39	pa	pa	PROPN
ajase-655	261	40	ge	ge	PROPN
ajase-655	261	41	25	25	NUM
ajase-655	261	42	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	261	43	am	be	AUX
ajase-655	261	44	.	.	PUNCT
ajase-655	262	1	j.	j.	PROPN
ajase-655	262	2	appl	appl	PROPN
ajase-655	262	3	.	.	PROPN
ajase-655	263	1	stat	stat	PROPN
ajase-655	263	2	.	.	PUNCT
ajase-655	264	1	econ	econ	PROPN
ajase-655	264	2	.	.	PUNCT
ajase-655	265	1	2(1	2(1	NUM
ajase-655	265	2	)	)	PUNCT
ajase-655	265	3	15	15	NUM
ajase-655	265	4	-	-	SYM
ajase-655	265	5	27	27	NUM
ajase-655	265	6	,	,	PUNCT
ajase-655	265	7	2023	2023	NUM
ajase-655	265	8	management	management	NOUN
ajase-655	265	9	by	by	ADP
ajase-655	265	10	1.5	1.5	NUM
ajase-655	265	11	%	%	NOUN
ajase-655	265	12	and	and	CCONJ
ajase-655	265	13	small	small	ADJ
ajase-655	265	14	scale	scale	NOUN
ajase-655	265	15	irrigation	irrigation	NOUN
ajase-655	265	16	by	by	ADP
ajase-655	265	17	0.02	0.02	NUM
ajase-655	265	18	%	%	NOUN
ajase-655	265	19	.	.	PUNCT
ajase-655	266	1	family	family	NOUN
ajase-655	266	2	size	size	NOUN
ajase-655	266	3	family	family	NOUN
ajase-655	266	4	size	size	NOUN
ajase-655	266	5	also	also	ADV
ajase-655	266	6	has	have	VERB
ajase-655	266	7	statistically	statistically	ADV
ajase-655	266	8	significant	significant	ADJ
ajase-655	266	9	and	and	CCONJ
ajase-655	266	10	positive	positive	ADJ
ajase-655	266	11	effect	effect	NOUN
ajase-655	266	12	on	on	ADP
ajase-655	266	13	adaptation	adaptation	NOUN
ajase-655	266	14	strategies	strategy	NOUN
ajase-655	266	15	to	to	PART
ajase-655	266	16	climate	climate	NOUN
ajase-655	266	17	alter	alter	NOUN
ajase-655	266	18	.	.	PUNCT
ajase-655	267	1	a	a	DET
ajase-655	267	2	unit	unit	NOUN
ajase-655	267	3	increase	increase	NOUN
ajase-655	267	4	of	of	ADP
ajase-655	267	5	number	number	NOUN
ajase-655	267	6	of	of	ADP
ajase-655	267	7	family	family	NOUN
ajase-655	267	8	size	size	NOUN
ajase-655	267	9	,	,	PUNCT
ajase-655	267	10	could	could	AUX
ajase-655	267	11	increase	increase	VERB
ajase-655	267	12	likelihood	likelihood	NOUN
ajase-655	267	13	of	of	ADP
ajase-655	267	14	using	use	VERB
ajase-655	267	15	crop	crop	NOUN
ajase-655	267	16	diversification	diversification	NOUN
ajase-655	267	17	by	by	ADP
ajase-655	267	18	7.2	7.2	NUM
ajase-655	267	19	%	%	NOUN
ajase-655	267	20	,	,	PUNCT
ajase-655	267	21	growing	grow	VERB
ajase-655	267	22	drought	drought	NOUN
ajase-655	267	23	tolerant	tolerant	ADJ
ajase-655	267	24	by	by	ADP
ajase-655	267	25	0.3	0.3	NUM
ajase-655	267	26	%	%	NOUN
ajase-655	267	27	,	,	PUNCT
ajase-655	267	28	soil	soil	NOUN
ajase-655	267	29	and	and	CCONJ
ajase-655	267	30	water	water	NOUN
ajase-655	267	31	management	management	NOUN
ajase-655	267	32	by	by	ADP
ajase-655	267	33	0.04	0.04	NUM
ajase-655	267	34	%	%	NOUN
ajase-655	267	35	and	and	CCONJ
ajase-655	267	36	small	small	ADJ
ajase-655	267	37	scale	scale	NOUN
ajase-655	267	38	irrigation	irrigation	NOUN
ajase-655	267	39	by	by	ADP
ajase-655	267	40	0.02	0.02	NUM
ajase-655	267	41	%	%	NOUN
ajase-655	267	42	as	as	ADP
ajase-655	267	43	adaptation	adaptation	NOUN
ajase-655	267	44	measure	measure	NOUN
ajase-655	267	45	respectively	respectively	ADV
ajase-655	267	46	,	,	PUNCT
ajase-655	267	47	keeping	keep	VERB
ajase-655	267	48	other	other	ADJ
ajase-655	267	49	variables	variable	NOUN
ajase-655	267	50	constant	constant	ADJ
ajase-655	267	51	.	.	PUNCT
ajase-655	268	1	because	because	SCONJ
ajase-655	268	2	household	household	NOUN
ajase-655	268	3	size	size	NOUN
ajase-655	268	4	can	can	AUX
ajase-655	268	5	influence	influence	VERB
ajase-655	268	6	adaptation	adaptation	NOUN
ajase-655	268	7	,	,	PUNCT
ajase-655	268	8	due	due	ADP
ajase-655	268	9	to	to	ADP
ajase-655	268	10	the	the	DET
ajase-655	268	11	fact	fact	NOUN
ajase-655	268	12	that	that	SCONJ
ajase-655	268	13	its	its	PRON
ajase-655	268	14	association	association	NOUN
ajase-655	268	15	with	with	ADP
ajase-655	268	16	labor	labor	NOUN
ajase-655	268	17	endowment	endowment	NOUN
ajase-655	268	18	.	.	PUNCT
ajase-655	269	1	soil	soil	NOUN
ajase-655	269	2	fertility	fertility	NOUN
ajase-655	269	3	soil	soil	NOUN
ajase-655	269	4	fertility	fertility	NOUN
ajase-655	269	5	has	have	VERB
ajase-655	269	6	statistically	statistically	ADV
ajase-655	269	7	significant	significant	ADJ
ajase-655	269	8	and	and	CCONJ
ajase-655	269	9	positive	positive	ADJ
ajase-655	269	10	effect	effect	NOUN
ajase-655	269	11	on	on	ADP
ajase-655	269	12	adaptation	adaptation	NOUN
ajase-655	269	13	strategies	strategy	NOUN
ajase-655	269	14	to	to	PART
ajase-655	269	15	climate	climate	NOUN
ajase-655	269	16	alter	alter	NOUN
ajase-655	269	17	.	.	PUNCT
ajase-655	270	1	from	from	ADP
ajase-655	270	2	marginal	marginal	ADJ
ajase-655	270	3	effect	effect	NOUN
ajase-655	270	4	result	result	NOUN
ajase-655	270	5	,	,	PUNCT
ajase-655	270	6	a	a	DET
ajase-655	270	7	unit	unit	NOUN
ajase-655	270	8	increase	increase	NOUN
ajase-655	270	9	of	of	ADP
ajase-655	270	10	number	number	NOUN
ajase-655	270	11	of	of	ADP
ajase-655	270	12	soil	soil	NOUN
ajase-655	270	13	fertility	fertility	NOUN
ajase-655	270	14	,	,	PUNCT
ajase-655	270	15	could	could	AUX
ajase-655	270	16	increase	increase	VERB
ajase-655	270	17	likelihood	likelihood	NOUN
ajase-655	270	18	of	of	ADP
ajase-655	270	19	using	use	VERB
ajase-655	270	20	crop	crop	NOUN
ajase-655	270	21	diversification	diversification	NOUN
ajase-655	270	22	by	by	ADP
ajase-655	270	23	5.2	5.2	NUM
ajase-655	270	24	%	%	NOUN
ajase-655	270	25	,	,	PUNCT
ajase-655	270	26	growing	grow	VERB
ajase-655	270	27	drought	drought	NOUN
ajase-655	270	28	tolerant	tolerant	ADJ
ajase-655	270	29	by	by	ADP
ajase-655	270	30	3	3	NUM
ajase-655	270	31	%	%	NOUN
ajase-655	270	32	,	,	PUNCT
ajase-655	270	33	soil	soil	NOUN
ajase-655	270	34	and	and	CCONJ
ajase-655	270	35	water	water	NOUN
ajase-655	270	36	management	management	NOUN
ajase-655	270	37	by	by	ADP
ajase-655	270	38	2.9	2.9	NUM
ajase-655	270	39	%	%	NOUN
ajase-655	270	40	and	and	CCONJ
ajase-655	270	41	small	small	ADJ
ajase-655	270	42	scale	scale	NOUN
ajase-655	270	43	irrigation	irrigation	NOUN
ajase-655	270	44	by	by	ADP
ajase-655	270	45	0.02	0.02	NUM
ajase-655	270	46	%	%	NOUN
ajase-655	270	47	as	as	ADP
ajase-655	270	48	adaptation	adaptation	NOUN
ajase-655	270	49	measure	measure	NOUN
ajase-655	270	50	respectively	respectively	ADV
ajase-655	270	51	,	,	PUNCT
ajase-655	270	52	than	than	ADP
ajase-655	270	53	infertile	infertile	ADJ
ajase-655	270	54	soil	soil	NOUN
ajase-655	270	55	keeping	keep	VERB
ajase-655	270	56	other	other	ADJ
ajase-655	270	57	variables	variable	NOUN
ajase-655	270	58	constant	constant	ADJ
ajase-655	270	59	.	.	PUNCT
ajase-655	271	1	fertile	fertile	ADJ
ajase-655	271	2	soil	soil	NOUN
ajase-655	271	3	make	make	VERB
ajase-655	271	4	easy	easy	ADJ
ajase-655	271	5	farmers	farmer	NOUN
ajase-655	271	6	production	production	NOUN
ajase-655	271	7	during	during	ADP
ajase-655	271	8	climate	climate	NOUN
ajase-655	271	9	change	change	NOUN
ajase-655	271	10	adaptation	adaptation	NOUN
ajase-655	271	11	measure	measure	NOUN
ajase-655	271	12	such	such	ADJ
ajase-655	271	13	as	as	ADP
ajase-655	271	14	crop	crop	NOUN
ajase-655	271	15	diversification	diversification	NOUN
ajase-655	271	16	,	,	PUNCT
ajase-655	271	17	growing	grow	VERB
ajase-655	271	18	drought	drought	ADJ
ajase-655	271	19	tolerant	tolerant	ADJ
ajase-655	271	20	crop	crop	NOUN
ajase-655	271	21	and	and	CCONJ
ajase-655	271	22	soil	soil	NOUN
ajase-655	271	23	and	and	CCONJ
ajase-655	271	24	water	water	NOUN
ajase-655	271	25	management	management	NOUN
ajase-655	271	26	.	.	PUNCT
ajase-655	272	1	access	access	NOUN
ajase-655	272	2	to	to	ADP
ajase-655	272	3	climate	climate	NOUN
ajase-655	272	4	information	information	NOUN
ajase-655	272	5	access	access	NOUN
ajase-655	272	6	to	to	ADP
ajase-655	272	7	climate	climate	NOUN
ajase-655	272	8	information	information	NOUN
ajase-655	272	9	significantly	significantly	ADV
ajase-655	272	10	and	and	CCONJ
ajase-655	272	11	positively	positively	ADV
ajase-655	272	12	affected	affect	VERB
ajase-655	272	13	using	using	NOUN
ajase-655	272	14	of	of	ADP
ajase-655	272	15	drought	drought	NOUN
ajase-655	272	16	tolerant	tolerant	ADJ
ajase-655	272	17	varieties	variety	NOUN
ajase-655	272	18	and	and	CCONJ
ajase-655	272	19	using	use	VERB
ajase-655	272	20	soil	soil	NOUN
ajase-655	272	21	and	and	CCONJ
ajase-655	272	22	water	water	NOUN
ajase-655	272	23	management	management	NOUN
ajase-655	272	24	at	at	ADP
ajase-655	272	25	5	5	NUM
ajase-655	272	26	%	%	NOUN
ajase-655	272	27	level	level	NOUN
ajase-655	272	28	of	of	ADP
ajase-655	272	29	significance	significance	NOUN
ajase-655	272	30	.	.	PUNCT
ajase-655	273	1	farmers	farmer	NOUN
ajase-655	273	2	who	who	PRON
ajase-655	273	3	have	have	VERB
ajase-655	273	4	access	access	NOUN
ajase-655	273	5	to	to	ADP
ajase-655	273	6	climate	climate	VERB
ajase-655	273	7	related	relate	VERB
ajase-655	273	8	information	information	NOUN
ajase-655	273	9	from	from	ADP
ajase-655	273	10	different	different	ADJ
ajase-655	273	11	media	medium	NOUN
ajase-655	273	12	like	like	ADP
ajase-655	273	13	radio	radio	NOUN
ajase-655	273	14	and	and	CCONJ
ajase-655	273	15	television	television	NOUN
ajase-655	273	16	have	have	VERB
ajase-655	273	17	a	a	DET
ajase-655	273	18	higher	high	ADJ
ajase-655	273	19	probability	probability	NOUN
ajase-655	273	20	of	of	ADP
ajase-655	273	21	awareness	awareness	NOUN
ajase-655	273	22	creation	creation	NOUN
ajase-655	273	23	in	in	ADP
ajase-655	273	24	using	use	VERB
ajase-655	273	25	drought	drought	NOUN
ajase-655	273	26	tolerant	tolerant	ADJ
ajase-655	273	27	varieties	variety	NOUN
ajase-655	273	28	and	and	CCONJ
ajase-655	273	29	using	use	VERB
ajase-655	273	30	soil	soil	NOUN
ajase-655	273	31	and	and	CCONJ
ajase-655	273	32	water	water	NOUN
ajase-655	273	33	management	management	NOUN
ajase-655	273	34	as	as	ADP
ajase-655	273	35	an	an	DET
ajase-655	273	36	adaptation	adaptation	NOUN
ajase-655	273	37	strategy	strategy	NOUN
ajase-655	273	38	to	to	PART
ajase-655	273	39	reverse	reverse	VERB
ajase-655	273	40	climate	climate	NOUN
ajase-655	273	41	change	change	NOUN
ajase-655	273	42	.	.	PUNCT
ajase-655	274	1	most	most	ADV
ajase-655	274	2	likely	likely	ADV
ajase-655	274	3	,	,	PUNCT
ajase-655	274	4	the	the	DET
ajase-655	274	5	reason	reason	NOUN
ajase-655	274	6	is	be	AUX
ajase-655	274	7	that	that	SCONJ
ajase-655	274	8	access	access	NOUN
ajase-655	274	9	to	to	ADP
ajase-655	274	10	climate	climate	NOUN
ajase-655	274	11	information	information	NOUN
ajase-655	274	12	admits	admit	VERB
ajase-655	274	13	to	to	PART
ajase-655	274	14	perceive	perceive	VERB
ajase-655	274	15	the	the	DET
ajase-655	274	16	change	change	NOUN
ajase-655	274	17	and	and	CCONJ
ajase-655	274	18	choose	choose	VERB
ajase-655	274	19	appropriate	appropriate	ADJ
ajase-655	274	20	strategies	strategy	NOUN
ajase-655	274	21	in	in	ADP
ajase-655	274	22	response	response	NOUN
ajase-655	274	23	to	to	ADP
ajase-655	274	24	climate	climate	NOUN
ajase-655	274	25	change	change	NOUN
ajase-655	274	26	.	.	PUNCT
ajase-655	275	1	climate	climate	NOUN
ajase-655	275	2	information	information	NOUN
ajase-655	275	3	notifies	notifie	NOUN
ajase-655	275	4	the	the	DET
ajase-655	275	5	condition	condition	NOUN
ajase-655	275	6	of	of	ADP
ajase-655	275	7	the	the	DET
ajase-655	275	8	existing	exist	VERB
ajase-655	275	9	climatic	climatic	ADJ
ajase-655	275	10	situations	situation	NOUN
ajase-655	275	11	to	to	PART
ajase-655	275	12	enable	enable	VERB
ajase-655	275	13	the	the	DET
ajase-655	275	14	farmers	farmer	NOUN
ajase-655	275	15	to	to	PART
ajase-655	275	16	use	use	VERB
ajase-655	275	17	alternative	alternative	ADJ
ajase-655	275	18	adaptation	adaptation	NOUN
ajase-655	275	19	strategies	strategy	NOUN
ajase-655	275	20	like	like	ADP
ajase-655	275	21	drought	drought	NOUN
ajase-655	275	22	tolerant	tolerant	ADJ
ajase-655	275	23	variety	variety	NOUN
ajase-655	275	24	and	and	CCONJ
ajase-655	275	25	soil	soil	NOUN
ajase-655	275	26	and	and	CCONJ
ajase-655	275	27	water	water	NOUN
ajase-655	275	28	management	management	NOUN
ajase-655	275	29	.	.	PUNCT
ajase-655	276	1	from	from	ADP
ajase-655	276	2	result	result	NOUN
ajase-655	276	3	of	of	ADP
ajase-655	276	4	marginal	marginal	ADJ
ajase-655	276	5	effect	effect	NOUN
ajase-655	276	6	unit	unit	NOUN
ajase-655	276	7	increase	increase	VERB
ajase-655	276	8	climate	climate	NOUN
ajase-655	276	9	information	information	NOUN
ajase-655	276	10	,	,	PUNCT
ajase-655	276	11	could	could	AUX
ajase-655	276	12	increase	increase	VERB
ajase-655	276	13	likelihood	likelihood	NOUN
ajase-655	276	14	of	of	ADP
ajase-655	276	15	using	use	VERB
ajase-655	276	16	crop	crop	NOUN
ajase-655	276	17	diversification	diversification	NOUN
ajase-655	276	18	by	by	ADP
ajase-655	276	19	12.2	12.2	NUM
ajase-655	276	20	%	%	NOUN
ajase-655	276	21	,	,	PUNCT
ajase-655	276	22	drought	drought	ADJ
ajase-655	276	23	tolerant	tolerant	ADJ
ajase-655	276	24	crop	crop	NOUN
ajase-655	276	25	by	by	ADP
ajase-655	276	26	3.3	3.3	NUM
ajase-655	276	27	%	%	NOUN
ajase-655	276	28	,	,	PUNCT
ajase-655	276	29	and	and	CCONJ
ajase-655	276	30	soil	soil	NOUN
ajase-655	276	31	and	and	CCONJ
ajase-655	276	32	water	water	NOUN
ajase-655	276	33	management	management	NOUN
ajase-655	276	34	by	by	ADP
ajase-655	276	35	16.1	16.1	NUM
ajase-655	276	36	%	%	NOUN
ajase-655	276	37	.	.	PUNCT
ajase-655	277	1	extension	extension	NOUN
ajase-655	277	2	visit	visit	NOUN
ajase-655	277	3	is	be	AUX
ajase-655	277	4	also	also	ADV
ajase-655	277	5	among	among	ADP
ajase-655	277	6	the	the	DET
ajase-655	277	7	positive	positive	ADJ
ajase-655	277	8	and	and	CCONJ
ajase-655	277	9	significant	significant	ADJ
ajase-655	277	10	explanatory	explanatory	ADJ
ajase-655	277	11	variable	variable	NOUN
ajase-655	277	12	in	in	ADP
ajase-655	277	13	this	this	DET
ajase-655	277	14	model	model	NOUN
ajase-655	277	15	.	.	PUNCT
ajase-655	278	1	a	a	DET
ajase-655	278	2	result	result	NOUN
ajase-655	278	3	from	from	ADP
ajase-655	278	4	marginal	marginal	ADJ
ajase-655	278	5	effect	effect	NOUN
ajase-655	278	6	,	,	PUNCT
ajase-655	278	7	those	those	PRON
ajase-655	278	8	who	who	PRON
ajase-655	278	9	have	have	VERB
ajase-655	278	10	access	access	NOUN
ajase-655	278	11	to	to	ADP
ajase-655	278	12	farm	farm	NOUN
ajase-655	278	13	extension	extension	NOUN
ajase-655	278	14	service	service	NOUN
ajase-655	278	15	expected	expect	VERB
ajase-655	278	16	to	to	PART
ajase-655	278	17	have	have	AUX
ajase-655	278	18	had	have	VERB
ajase-655	278	19	unit	unit	NOUN
ajase-655	278	20	increase	increase	NOUN
ajase-655	278	21	of	of	ADP
ajase-655	278	22	farm	farm	NOUN
ajase-655	278	23	extension	extension	NOUN
ajase-655	278	24	service	service	NOUN
ajase-655	278	25	could	could	AUX
ajase-655	278	26	increase	increase	VERB
ajase-655	278	27	likelihood	likelihood	NOUN
ajase-655	278	28	of	of	ADP
ajase-655	278	29	using	use	VERB
ajase-655	278	30	crop	crop	NOUN
ajase-655	278	31	diversification	diversification	NOUN
ajase-655	278	32	adaption	adaption	NOUN
ajase-655	278	33	methods	method	NOUN
ajase-655	278	34	by	by	ADP
ajase-655	278	35	15.4	15.4	NUM
ajase-655	278	36	%	%	NOUN
ajase-655	278	37	,	,	PUNCT
ajase-655	278	38	growing	grow	VERB
ajase-655	278	39	drought	drought	ADJ
ajase-655	278	40	tolerant	tolerant	ADJ
ajase-655	278	41	crop	crop	NOUN
ajase-655	278	42	by	by	ADP
ajase-655	278	43	8.7	8.7	NUM
ajase-655	278	44	%	%	NOUN
ajase-655	278	45	and	and	CCONJ
ajase-655	278	46	using	use	VERB
ajase-655	278	47	small	small	ADJ
ajase-655	278	48	scale	scale	NOUN
ajase-655	278	49	irrigation	irrigation	NOUN
ajase-655	278	50	by	by	ADP
ajase-655	278	51	1.9	1.9	NUM
ajase-655	278	52	%	%	NOUN
ajase-655	278	53	as	as	ADP
ajase-655	278	54	compared	compare	VERB
ajase-655	278	55	to	to	ADP
ajase-655	278	56	the	the	DET
ajase-655	278	57	farmers	farmer	NOUN
ajase-655	278	58	who	who	PRON
ajase-655	278	59	have	have	VERB
ajase-655	278	60	no	no	DET
ajase-655	278	61	access	access	NOUN
ajase-655	278	62	to	to	ADP
ajase-655	278	63	farm	farm	NOUN
ajase-655	278	64	extension	extension	NOUN
ajase-655	278	65	service	service	NOUN
ajase-655	278	66	to	to	PART
ajase-655	278	67	handle	handle	VERB
ajase-655	278	68	climate	climate	NOUN
ajase-655	278	69	change	change	NOUN
ajase-655	278	70	at	at	ADP
ajase-655	278	71	5	5	NUM
ajase-655	278	72	%	%	NOUN
ajase-655	278	73	level	level	NOUN
ajase-655	278	74	of	of	ADP
ajase-655	278	75	significance	significance	NOUN
ajase-655	278	76	.	.	PUNCT
ajase-655	279	1	conclusion	conclusion	NOUN
ajase-655	279	2	multinomial	multinomial	ADJ
ajase-655	279	3	logistic	logistic	ADJ
ajase-655	279	4	regression	regression	NOUN
ajase-655	279	5	analysis	analysis	NOUN
ajase-655	279	6	was	be	AUX
ajase-655	279	7	employed	employ	VERB
ajase-655	279	8	to	to	PART
ajase-655	279	9	analyze	analyze	VERB
ajase-655	279	10	the	the	DET
ajase-655	279	11	factors	factor	NOUN
ajase-655	279	12	influencing	influence	VERB
ajase-655	279	13	smallholder	smallholder	NOUN
ajase-655	279	14	farmers	farmer	NOUN
ajase-655	279	15	’	’	PART
ajase-655	279	16	choice	choice	NOUN
ajase-655	279	17	of	of	ADP
ajase-655	279	18	adaptation	adaptation	NOUN
ajase-655	279	19	strategies	strategy	NOUN
ajase-655	279	20	to	to	PART
ajase-655	279	21	climate	climate	NOUN
ajase-655	279	22	change	change	NOUN
ajase-655	279	23	.	.	PUNCT
ajase-655	280	1	the	the	DET
ajase-655	280	2	result	result	NOUN
ajase-655	280	3	from	from	ADP
ajase-655	280	4	the	the	DET
ajase-655	280	5	multinomial	multinomial	PROPN
ajase-655	280	6	logit	logit	PROPN
ajase-655	280	7	regression	regression	VERB
ajase-655	280	8	analysis	analysis	NOUN
ajase-655	280	9	shows	show	VERB
ajase-655	280	10	that	that	SCONJ
ajase-655	280	11	sex	sex	NOUN
ajase-655	280	12	,	,	PUNCT
ajase-655	280	13	education	education	NOUN
ajase-655	280	14	,	,	PUNCT
ajase-655	280	15	farm	farm	NOUN
ajase-655	280	16	experience	experience	NOUN
ajase-655	280	17	,	,	PUNCT
ajase-655	280	18	off	off	ADP
ajase-655	280	19	-	-	PUNCT
ajase-655	280	20	farm	farm	NOUN
ajase-655	280	21	income	income	NOUN
ajase-655	280	22	,	,	PUNCT
ajase-655	280	23	credit	credit	NOUN
ajase-655	280	24	access	access	NOUN
ajase-655	280	25	,	,	PUNCT
ajase-655	280	26	market	market	NOUN
ajase-655	280	27	distance	distance	NOUN
ajase-655	280	28	,	,	PUNCT
ajase-655	280	29	farm	farm	NOUN
ajase-655	280	30	size	size	NOUN
ajase-655	280	31	,	,	PUNCT
ajase-655	280	32	family	family	NOUN
ajase-655	280	33	size	size	NOUN
ajase-655	280	34	,	,	PUNCT
ajase-655	280	35	soil	soil	NOUN
ajase-655	280	36	fertility	fertility	NOUN
ajase-655	280	37	,	,	PUNCT
ajase-655	280	38	access	access	NOUN
ajase-655	280	39	to	to	ADP
ajase-655	280	40	climate	climate	NOUN
ajase-655	280	41	information	information	NOUN
ajase-655	280	42	and	and	CCONJ
ajase-655	280	43	extension	extension	NOUN
ajase-655	280	44	access	access	NOUN
ajase-655	280	45	have	have	VERB
ajase-655	280	46	a	a	DET
ajase-655	280	47	significant	significant	ADJ
ajase-655	280	48	influence	influence	NOUN
ajase-655	280	49	on	on	ADP
ajase-655	280	50	smallholder	smallholder	NOUN
ajase-655	280	51	farmers	farmer	NOUN
ajase-655	280	52	’	’	PART
ajase-655	280	53	choice	choice	NOUN
ajase-655	280	54	of	of	ADP
ajase-655	280	55	adaptation	adaptation	NOUN
ajase-655	280	56	strategies	strategy	NOUN
ajase-655	280	57	to	to	PART
ajase-655	280	58	climate	climate	NOUN
ajase-655	280	59	change	change	NOUN
ajase-655	280	60	and	and	CCONJ
ajase-655	280	61	age	age	NOUN
ajase-655	280	62	is	be	AUX
ajase-655	280	63	not	not	PART
ajase-655	280	64	significant	significant	ADJ
ajase-655	280	65	to	to	ADP
ajase-655	280	66	climate	climate	NOUN
ajase-655	280	67	change	change	NOUN
ajase-655	280	68	.	.	PUNCT
ajase-655	281	1	the	the	DET
ajase-655	281	2	strategy	strategy	NOUN
ajase-655	281	3	of	of	ADP
ajase-655	281	4	crop	crop	NOUN
ajase-655	281	5	diversification	diversification	NOUN
ajase-655	281	6	was	be	AUX
ajase-655	281	7	positively	positively	ADV
ajase-655	281	8	affected	affect	VERB
ajase-655	281	9	by	by	ADP
ajase-655	281	10	education	education	NOUN
ajase-655	281	11	,	,	PUNCT
ajase-655	281	12	farm	farm	NOUN
ajase-655	281	13	experience	experience	NOUN
ajase-655	281	14	,	,	PUNCT
ajase-655	281	15	off	off	ADP
ajase-655	281	16	-	-	PUNCT
ajase-655	281	17	farm	farm	NOUN
ajase-655	281	18	income	income	NOUN
ajase-655	281	19	,	,	PUNCT
ajase-655	281	20	credit	credit	NOUN
ajase-655	281	21	access	access	NOUN
ajase-655	281	22	,	,	PUNCT
ajase-655	281	23	farm	farm	NOUN
ajase-655	281	24	size	size	NOUN
ajase-655	281	25	,	,	PUNCT
ajase-655	281	26	family	family	NOUN
ajase-655	281	27	size	size	NOUN
ajase-655	281	28	,	,	PUNCT
ajase-655	281	29	soil	soil	NOUN
ajase-655	281	30	fertility	fertility	NOUN
ajase-655	281	31	,	,	PUNCT
ajase-655	281	32	soil	soil	NOUN
ajase-655	281	33	fertility	fertility	NOUN
ajase-655	281	34	,	,	PUNCT
ajase-655	281	35	climate	climate	NOUN
ajase-655	281	36	information	information	NOUN
ajase-655	281	37	and	and	CCONJ
ajase-655	281	38	extension	extension	NOUN
ajase-655	281	39	access	access	NOUN
ajase-655	281	40	,	,	PUNCT
ajase-655	281	41	while	while	SCONJ
ajase-655	281	42	sex	sex	NOUN
ajase-655	281	43	and	and	CCONJ
ajase-655	281	44	market	market	NOUN
ajase-655	281	45	distance	distance	NOUN
ajase-655	281	46	negatively	negatively	ADV
ajase-655	281	47	affect	affect	VERB
ajase-655	281	48	crop	crop	NOUN
ajase-655	281	49	diversification	diversification	NOUN
ajase-655	281	50	.	.	PUNCT
ajase-655	282	1	the	the	DET
ajase-655	282	2	unit	unit	NOUN
ajase-655	282	3	increase	increase	NOUN
ajase-655	282	4	in	in	ADP
ajase-655	282	5	education	education	NOUN
ajase-655	282	6	,	,	PUNCT
ajase-655	282	7	farm	farm	NOUN
ajase-655	282	8	experience	experience	NOUN
ajase-655	282	9	,	,	PUNCT
ajase-655	282	10	off	off	ADP
ajase-655	282	11	-	-	PUNCT
ajase-655	282	12	farm	farm	NOUN
ajase-655	282	13	income	income	NOUN
ajase-655	282	14	,	,	PUNCT
ajase-655	282	15	credit	credit	NOUN
ajase-655	282	16	access	access	NOUN
ajase-655	282	17	,	,	PUNCT
ajase-655	282	18	farm	farm	NOUN
ajase-655	282	19	size	size	NOUN
ajase-655	282	20	,	,	PUNCT
ajase-655	282	21	family	family	NOUN
ajase-655	282	22	size	size	NOUN
ajase-655	282	23	,	,	PUNCT
ajase-655	282	24	soil	soil	NOUN
ajase-655	282	25	fertility	fertility	NOUN
ajase-655	282	26	,	,	PUNCT
ajase-655	282	27	climate	climate	NOUN
ajase-655	282	28	information	information	NOUN
ajase-655	282	29	and	and	CCONJ
ajase-655	282	30	extension	extension	NOUN
ajase-655	282	31	access	access	NOUN
ajase-655	282	32	will	will	AUX
ajase-655	282	33	increase	increase	VERB
ajase-655	282	34	the	the	DET
ajase-655	282	35	practice	practice	NOUN
ajase-655	282	36	of	of	ADP
ajase-655	282	37	crop	crop	NOUN
ajase-655	282	38	diversification	diversification	NOUN
ajase-655	282	39	likelihood	likelihood	NOUN
ajase-655	282	40	of	of	ADP
ajase-655	282	41	6.8	6.8	NUM
ajase-655	282	42	%	%	NOUN
ajase-655	282	43	,	,	PUNCT
ajase-655	282	44	8.1	8.1	NUM
ajase-655	282	45	%	%	NOUN
ajase-655	282	46	,	,	PUNCT
ajase-655	282	47	3.4	3.4	NUM
ajase-655	282	48	%	%	NOUN
ajase-655	282	49	,	,	PUNCT
ajase-655	282	50	1.7	1.7	NUM
ajase-655	282	51	%	%	NOUN
ajase-655	282	52	,	,	PUNCT
ajase-655	282	53	14.1	14.1	NUM
ajase-655	282	54	%	%	NOUN
ajase-655	282	55	,	,	PUNCT
ajase-655	282	56	6.4	6.4	NUM
ajase-655	282	57	%	%	NOUN
ajase-655	282	58	,	,	PUNCT
ajase-655	282	59	5.3	5.3	NUM
ajase-655	282	60	%	%	NOUN
ajase-655	282	61	,	,	PUNCT
ajase-655	282	62	1.2	1.2	NUM
ajase-655	282	63	%	%	NOUN
ajase-655	282	64	and	and	CCONJ
ajase-655	282	65	1.5	1.5	NUM
ajase-655	282	66	%	%	NOUN
ajase-655	282	67	.	.	PUNCT
ajase-655	283	1	the	the	DET
ajase-655	283	2	unit	unit	NOUN
ajase-655	283	3	increase	increase	NOUN
ajase-655	283	4	in	in	ADP
ajase-655	283	5	kilometer	kilometer	NOUN
ajase-655	283	6	of	of	ADP
ajase-655	283	7	market	market	NOUN
ajase-655	283	8	distance	distance	NOUN
ajase-655	283	9	from	from	ADP
ajase-655	283	10	farm	farm	NOUN
ajase-655	283	11	to	to	ADP
ajase-655	283	12	market	market	NOUN
ajase-655	283	13	could	could	AUX
ajase-655	283	14	decrease	decrease	VERB
ajase-655	283	15	likelihood	likelihood	NOUN
ajase-655	283	16	of	of	ADP
ajase-655	283	17	1.8	1.8	NUM
ajase-655	283	18	%	%	NOUN
ajase-655	283	19	use	use	NOUN
ajase-655	283	20	of	of	ADP
ajase-655	283	21	crop	crop	NOUN
ajase-655	283	22	diversification	diversification	NOUN
ajase-655	283	23	.	.	PUNCT
ajase-655	284	1	growing	grow	VERB
ajase-655	284	2	drought	drought	ADJ
ajase-655	284	3	tolerant	tolerant	ADJ
ajase-655	284	4	crop	crop	NOUN
ajase-655	284	5	was	be	AUX
ajase-655	284	6	positively	positively	ADV
ajase-655	284	7	affected	affect	VERB
ajase-655	284	8	by	by	ADP
ajase-655	284	9	education	education	NOUN
ajase-655	284	10	,	,	PUNCT
ajase-655	284	11	farm	farm	NOUN
ajase-655	284	12	experience	experience	NOUN
ajase-655	284	13	,	,	PUNCT
ajase-655	284	14	off	off	ADP
ajase-655	284	15	-	-	PUNCT
ajase-655	284	16	farm	farm	NOUN
ajase-655	284	17	income	income	NOUN
ajase-655	284	18	,	,	PUNCT
ajase-655	284	19	farm	farm	NOUN
ajase-655	284	20	income	income	NOUN
ajase-655	284	21	,	,	PUNCT
ajase-655	284	22	credit	credit	NOUN
ajase-655	284	23	access	access	NOUN
ajase-655	284	24	,	,	PUNCT
ajase-655	284	25	farm	farm	NOUN
ajase-655	284	26	size	size	NOUN
ajase-655	284	27	,	,	PUNCT
ajase-655	284	28	family	family	NOUN
ajase-655	284	29	size	size	NOUN
ajase-655	284	30	,	,	PUNCT
ajase-655	284	31	soil	soil	NOUN
ajase-655	284	32	fertility	fertility	NOUN
ajase-655	284	33	,	,	PUNCT
ajase-655	284	34	access	access	NOUN
ajase-655	284	35	to	to	ADP
ajase-655	284	36	climate	climate	NOUN
ajase-655	284	37	information	information	NOUN
ajase-655	284	38	and	and	CCONJ
ajase-655	284	39	extension	extension	NOUN
ajase-655	284	40	access	access	NOUN
ajase-655	284	41	,	,	PUNCT
ajase-655	284	42	while	while	SCONJ
ajase-655	284	43	growing	grow	VERB
ajase-655	284	44	drought	drought	ADJ
ajase-655	284	45	tolerant	tolerant	ADJ
ajase-655	284	46	crop	crop	NOUN
ajase-655	284	47	negatively	negatively	ADV
ajase-655	284	48	affected	affect	VERB
ajase-655	284	49	by	by	ADP
ajase-655	284	50	market	market	NOUN
ajase-655	284	51	distance	distance	NOUN
ajase-655	284	52	.	.	PUNCT
ajase-655	285	1	the	the	DET
ajase-655	285	2	unit	unit	NOUN
ajase-655	285	3	increase	increase	NOUN
ajase-655	285	4	in	in	ADP
ajase-655	285	5	education	education	NOUN
ajase-655	285	6	,	,	PUNCT
ajase-655	285	7	farm	farm	NOUN
ajase-655	285	8	experience	experience	NOUN
ajase-655	285	9	,	,	PUNCT
ajase-655	285	10	farm	farm	NOUN
ajase-655	285	11	income	income	NOUN
ajase-655	285	12	,	,	PUNCT
ajase-655	285	13	credit	credit	NOUN
ajase-655	285	14	access	access	NOUN
ajase-655	285	15	,	,	PUNCT
ajase-655	285	16	farm	farm	NOUN
ajase-655	285	17	size	size	NOUN
ajase-655	285	18	,	,	PUNCT
ajase-655	285	19	family	family	NOUN
ajase-655	285	20	size	size	NOUN
ajase-655	285	21	,	,	PUNCT
ajase-655	285	22	soil	soil	NOUN
ajase-655	285	23	fertility	fertility	NOUN
ajase-655	285	24	and	and	CCONJ
ajase-655	285	25	access	access	NOUN
ajase-655	285	26	to	to	ADP
ajase-655	285	27	climate	climate	NOUN
ajase-655	285	28	information	information	NOUN
ajase-655	285	29	could	could	AUX
ajase-655	285	30	increase	increase	VERB
ajase-655	285	31	adoption	adoption	NOUN
ajase-655	285	32	of	of	ADP
ajase-655	285	33	growing	grow	VERB
ajase-655	285	34	drought	drought	ADJ
ajase-655	285	35	tolerant	tolerant	ADJ
ajase-655	285	36	crop	crop	NOUN
ajase-655	285	37	by	by	ADP
ajase-655	285	38	1.8	1.8	NUM
ajase-655	285	39	%	%	NOUN
ajase-655	285	40	,	,	PUNCT
ajase-655	285	41	1.7	1.7	NUM
ajase-655	285	42	%	%	NOUN
ajase-655	285	43	,	,	PUNCT
ajase-655	285	44	5.3	5.3	NUM
ajase-655	285	45	%	%	NOUN
ajase-655	285	46	,	,	PUNCT
ajase-655	285	47	9.3	9.3	NUM
ajase-655	285	48	%	%	NOUN
ajase-655	285	49	,	,	PUNCT
ajase-655	285	50	2.7%,2.2	2.7%,2.2	NUM
ajase-655	285	51	%	%	NOUN
ajase-655	285	52	,	,	PUNCT
ajase-655	285	53	3.04	3.04	NUM
ajase-655	285	54	%	%	NOUN
ajase-655	285	55	and	and	CCONJ
ajase-655	285	56	3.3	3.3	NUM
ajase-655	285	57	%	%	NOUN
ajase-655	285	58	.	.	PUNCT
ajase-655	286	1	soil	soil	NOUN
ajase-655	286	2	and	and	CCONJ
ajase-655	286	3	water	water	NOUN
ajase-655	286	4	management	management	NOUN
ajase-655	286	5	as	as	ADP
ajase-655	286	6	climate	climate	NOUN
ajase-655	286	7	change	change	NOUN
ajase-655	286	8	adaptation	adaptation	NOUN
ajase-655	286	9	strategy	strategy	NOUN
ajase-655	286	10	was	be	AUX
ajase-655	286	11	positively	positively	ADV
ajase-655	286	12	affected	affect	VERB
ajase-655	286	13	by	by	ADP
ajase-655	286	14	farm	farm	NOUN
ajase-655	286	15	experience	experience	NOUN
ajase-655	286	16	,	,	PUNCT
ajase-655	286	17	farm	farm	NOUN
ajase-655	286	18	income	income	NOUN
ajase-655	286	19	,	,	PUNCT
ajase-655	286	20	credit	credit	NOUN
ajase-655	286	21	access	access	NOUN
ajase-655	286	22	,	,	PUNCT
ajase-655	286	23	farm	farm	NOUN
ajase-655	286	24	size	size	NOUN
ajase-655	286	25	,	,	PUNCT
ajase-655	286	26	family	family	NOUN
ajase-655	286	27	size	size	NOUN
ajase-655	286	28	,	,	PUNCT
ajase-655	286	29	soil	soil	NOUN
ajase-655	286	30	fertility	fertility	NOUN
ajase-655	286	31	,	,	PUNCT
ajase-655	286	32	access	access	NOUN
ajase-655	286	33	to	to	ADP
ajase-655	286	34	climate	climate	NOUN
ajase-655	286	35	information	information	NOUN
ajase-655	286	36	and	and	CCONJ
ajase-655	286	37	extension	extension	NOUN
ajase-655	286	38	access	access	NOUN
ajase-655	286	39	,	,	PUNCT
ajase-655	286	40	while	while	SCONJ
ajase-655	286	41	sex	sex	NOUN
ajase-655	286	42	and	and	CCONJ
ajase-655	286	43	market	market	NOUN
ajase-655	286	44	distance	distance	NOUN
ajase-655	286	45	negatively	negatively	ADV
ajase-655	286	46	affect	affect	VERB
ajase-655	286	47	soil	soil	NOUN
ajase-655	286	48	and	and	CCONJ
ajase-655	286	49	water	water	NOUN
ajase-655	286	50	management.the	management.the	DET
ajase-655	286	51	unit	unit	NOUN
ajase-655	286	52	increase	increase	NOUN
ajase-655	286	53	of	of	ADP
ajase-655	286	54	farm	farm	NOUN
ajase-655	286	55	experience	experience	NOUN
ajase-655	286	56	,	,	PUNCT
ajase-655	286	57	farm	farm	NOUN
ajase-655	286	58	income	income	NOUN
ajase-655	286	59	,	,	PUNCT
ajase-655	286	60	credit	credit	NOUN
ajase-655	286	61	access	access	NOUN
ajase-655	286	62	,	,	PUNCT
ajase-655	286	63	farm	farm	NOUN
ajase-655	286	64	size	size	NOUN
ajase-655	286	65	,	,	PUNCT
ajase-655	286	66	family	family	NOUN
ajase-655	286	67	size	size	NOUN
ajase-655	286	68	,	,	PUNCT
ajase-655	286	69	soil	soil	NOUN
ajase-655	286	70	fertility	fertility	NOUN
ajase-655	286	71	,	,	PUNCT
ajase-655	286	72	access	access	NOUN
ajase-655	286	73	to	to	ADP
ajase-655	286	74	climate	climate	NOUN
ajase-655	286	75	information	information	NOUN
ajase-655	286	76	and	and	CCONJ
ajase-655	286	77	extension	extension	NOUN
ajase-655	286	78	access	access	NOUN
ajase-655	286	79	could	could	AUX
ajase-655	286	80	increase	increase	VERB
ajase-655	286	81	likelihood	likelihood	NOUN
ajase-655	286	82	of	of	ADP
ajase-655	286	83	1.6	1.6	NUM
ajase-655	286	84	%	%	NOUN
ajase-655	286	85	,	,	PUNCT
ajase-655	286	86	23.2	23.2	NUM
ajase-655	286	87	%	%	NOUN
ajase-655	286	88	,	,	PUNCT
ajase-655	286	89	15.2%,9%,29.7	15.2%,9%,29.7	NUM
ajase-655	286	90	%	%	NOUN
ajase-655	286	91	,	,	PUNCT
ajase-655	286	92	16	16	NUM
ajase-655	286	93	%	%	NOUN
ajase-655	286	94	and	and	CCONJ
ajase-655	286	95	8.7	8.7	NUM
ajase-655	286	96	%	%	NOUN
ajase-655	286	97	practicing	practice	VERB
ajase-655	286	98	soil	soil	NOUN
ajase-655	286	99	and	and	CCONJ
ajase-655	286	100	water	water	NOUN
ajase-655	286	101	management	management	NOUN
ajase-655	286	102	.	.	PUNCT
ajase-655	287	1	the	the	DET
ajase-655	287	2	strategy	strategy	NOUN
ajase-655	287	3	of	of	ADP
ajase-655	287	4	changing	change	VERB
ajase-655	287	5	planting	planting	NOUN
ajase-655	287	6	date	date	NOUN
ajase-655	287	7	positively	positively	ADV
ajase-655	287	8	affected	affect	VERB
ajase-655	287	9	by	by	ADP
ajase-655	287	10	education	education	NOUN
ajase-655	287	11	,	,	PUNCT
ajase-655	287	12	farm	farm	NOUN
ajase-655	287	13	experience	experience	NOUN
ajase-655	287	14	and	and	CCONJ
ajase-655	287	15	farm	farm	NOUN
ajase-655	287	16	size	size	NOUN
ajase-655	287	17	while	while	SCONJ
ajase-655	287	18	sex	sex	NOUN
ajase-655	287	19	negatively	negatively	ADV
ajase-655	287	20	affect	affect	VERB
ajase-655	287	21	the	the	DET
ajase-655	287	22	strategy	strategy	NOUN
ajase-655	287	23	changing	change	VERB
ajase-655	287	24	planting	plant	VERB
ajase-655	287	25	date.the	date.the	DET
ajase-655	287	26	unit	unit	NOUN
ajase-655	287	27	increase	increase	NOUN
ajase-655	287	28	of	of	ADP
ajase-655	287	29	education	education	NOUN
ajase-655	287	30	,	,	PUNCT
ajase-655	287	31	farm	farm	NOUN
ajase-655	287	32	experience	experience	NOUN
ajase-655	287	33	and	and	CCONJ
ajase-655	287	34	climate	climate	NOUN
ajase-655	287	35	access	access	NOUN
ajase-655	287	36	information	information	NOUN
ajase-655	287	37	could	could	AUX
ajase-655	287	38	likelihood	likelihood	VERB
ajase-655	287	39	of	of	ADP
ajase-655	287	40	adopting	adopt	VERB
ajase-655	287	41	strategy	strategy	NOUN
ajase-655	287	42	of	of	ADP
ajase-655	287	43	changing	change	VERB
ajase-655	287	44	planting	planting	NOUN
ajase-655	287	45	date	date	NOUN
ajase-655	287	46	1.2	1.2	NUM
ajase-655	287	47	%	%	NOUN
ajase-655	287	48	,	,	PUNCT
ajase-655	287	49	1.1	1.1	NUM
ajase-655	287	50	%	%	NOUN
ajase-655	287	51	and	and	CCONJ
ajase-655	287	52	1.3	1.3	NUM
ajase-655	287	53	%	%	NOUN
ajase-655	287	54	.	.	PUNCT
ajase-655	288	1	small	small	ADJ
ajase-655	288	2	scale	scale	NOUN
ajase-655	288	3	irrigation	irrigation	NOUN
ajase-655	288	4	as	as	ADP
ajase-655	288	5	climate	climate	NOUN
ajase-655	288	6	change	change	NOUN
ajase-655	288	7	measure	measure	NOUN
ajase-655	288	8	was	be	AUX
ajase-655	288	9	positively	positively	ADV
ajase-655	288	10	affected	affect	VERB
ajase-655	288	11	by	by	ADP
ajase-655	288	12	credit	credit	NOUN
ajase-655	288	13	access	access	NOUN
ajase-655	288	14	,	,	PUNCT
ajase-655	288	15	farm	farm	NOUN
ajase-655	288	16	size	size	NOUN
ajase-655	288	17	and	and	CCONJ
ajase-655	288	18	family	family	NOUN
ajase-655	288	19	size	size	NOUN
ajase-655	288	20	while	while	SCONJ
ajase-655	288	21	small	small	ADJ
ajase-655	288	22	scale	scale	NOUN
ajase-655	288	23	irrigation	irrigation	NOUN
ajase-655	288	24	negatively	negatively	ADV
ajase-655	288	25	affected	affect	VERB
ajase-655	288	26	by	by	ADP
ajase-655	288	27	market	market	NOUN
ajase-655	288	28	distance	distance	NOUN
ajase-655	288	29	.	.	PUNCT
ajase-655	289	1	the	the	DET
ajase-655	289	2	unit	unit	NOUN
ajase-655	289	3	increase	increase	NOUN
ajase-655	289	4	of	of	ADP
ajase-655	289	5	farm	farm	NOUN
ajase-655	289	6	size	size	NOUN
ajase-655	289	7	and	and	CCONJ
ajase-655	289	8	family	family	NOUN
ajase-655	289	9	size	size	NOUN
ajase-655	289	10	0.02	0.02	NUM
ajase-655	289	11	%	%	NOUN
ajase-655	289	12	,	,	PUNCT
ajase-655	289	13	1.4	1.4	NUM
ajase-655	289	14	%	%	NOUN
ajase-655	289	15	and	and	CCONJ
ajase-655	289	16	1.2	1.2	NUM
ajase-655	289	17	%	%	NOUN
ajase-655	289	18	could	could	AUX
ajase-655	289	19	increase	increase	VERB
ajase-655	289	20	likelihood	likelihood	NOUN
ajase-655	289	21	adopting	adopt	VERB
ajase-655	289	22	small	small	ADJ
ajase-655	289	23	scale	scale	NOUN
ajase-655	289	24	irrigation	irrigation	NOUN
ajase-655	289	25	.	.	PUNCT
ajase-655	290	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	290	2	pa	pa	PROPN
ajase-655	290	3	ge	ge	PROPN
ajase-655	290	4	26	26	NUM
ajase-655	290	5	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	290	6	am	be	AUX
ajase-655	290	7	.	.	PUNCT
ajase-655	291	1	j.	j.	PROPN
ajase-655	291	2	appl	appl	PROPN
ajase-655	291	3	.	.	PROPN
ajase-655	292	1	stat	stat	PROPN
ajase-655	292	2	.	.	PUNCT
ajase-655	293	1	econ	econ	PROPN
ajase-655	293	2	.	.	PUNCT
ajase-655	294	1	2(1	2(1	NUM
ajase-655	294	2	)	)	PUNCT
ajase-655	294	3	15	15	NUM
ajase-655	294	4	-	-	SYM
ajase-655	294	5	27	27	NUM
ajase-655	294	6	,	,	PUNCT
ajase-655	294	7	2023	2023	NUM
ajase-655	294	8	recommendation	recommendation	NOUN
ajase-655	294	9	based	base	VERB
ajase-655	294	10	on	on	ADP
ajase-655	294	11	the	the	DET
ajase-655	294	12	findings	finding	NOUN
ajase-655	294	13	of	of	ADP
ajase-655	294	14	this	this	DET
ajase-655	294	15	study	study	NOUN
ajase-655	294	16	,	,	PUNCT
ajase-655	294	17	the	the	DET
ajase-655	294	18	following	follow	VERB
ajase-655	294	19	recommendations	recommendation	NOUN
ajase-655	294	20	were	be	AUX
ajase-655	294	21	forwarded	forward	VERB
ajase-655	294	22	for	for	ADP
ajase-655	294	23	decreasing	decrease	VERB
ajase-655	294	24	the	the	DET
ajase-655	294	25	impacts	impact	NOUN
ajase-655	294	26	of	of	ADP
ajase-655	294	27	climate	climate	NOUN
ajase-655	294	28	change	change	NOUN
ajase-655	294	29	on	on	ADP
ajase-655	294	30	smallholder	smallholder	NOUN
ajase-655	294	31	farmer	farmer	NOUN
ajase-655	294	32	agricultural	agricultural	ADJ
ajase-655	294	33	production	production	NOUN
ajase-655	294	34	.	.	PUNCT
ajase-655	295	1	encouraging	encourage	VERB
ajase-655	295	2	efforts	effort	NOUN
ajase-655	295	3	on	on	ADP
ajase-655	295	4	enhancing	enhance	VERB
ajase-655	295	5	the	the	DET
ajase-655	295	6	farmers	farmer	NOUN
ajase-655	295	7	’	’	PART
ajase-655	295	8	adaptive	adaptive	ADJ
ajase-655	295	9	capacity	capacity	NOUN
ajase-655	295	10	to	to	PART
ajase-655	295	11	climate	climate	VERB
ajase-655	295	12	change	change	NOUN
ajase-655	295	13	and	and	CCONJ
ajase-655	295	14	variability	variability	NOUN
ajase-655	295	15	is	be	AUX
ajase-655	295	16	an	an	DET
ajase-655	295	17	important	important	ADJ
ajase-655	295	18	policy	policy	NOUN
ajase-655	295	19	measurement	measurement	NOUN
ajase-655	295	20	.	.	PUNCT
ajase-655	296	1	the	the	DET
ajase-655	296	2	government	government	NOUN
ajase-655	296	3	and	and	CCONJ
ajase-655	296	4	any	any	DET
ajase-655	296	5	concern	concern	NOUN
ajase-655	296	6	body	body	NOUN
ajase-655	296	7	should	should	AUX
ajase-655	296	8	give	give	VERB
ajase-655	296	9	emphasis	emphasis	NOUN
ajase-655	296	10	to	to	PART
ajase-655	296	11	address	address	VERB
ajase-655	296	12	this	this	DET
ajase-655	296	13	issue	issue	NOUN
ajase-655	296	14	of	of	ADP
ajase-655	296	15	climatic	climatic	ADJ
ajase-655	296	16	change	change	NOUN
ajase-655	296	17	through	through	ADP
ajase-655	296	18	paying	pay	VERB
ajase-655	296	19	greater	great	ADJ
ajase-655	296	20	focus	focus	NOUN
ajase-655	296	21	.	.	PUNCT
ajase-655	297	1	in	in	ADP
ajase-655	297	2	the	the	DET
ajase-655	297	3	study	study	NOUN
ajase-655	297	4	area	area	NOUN
ajase-655	297	5	problem	problem	NOUN
ajase-655	297	6	of	of	ADP
ajase-655	297	7	food	food	NOUN
ajase-655	297	8	shortage	shortage	NOUN
ajase-655	297	9	is	be	AUX
ajase-655	297	10	a	a	DET
ajase-655	297	11	common	common	ADJ
ajase-655	297	12	by	by	ADP
ajase-655	297	13	the	the	DET
ajase-655	297	14	farmers	farmer	NOUN
ajase-655	297	15	of	of	ADP
ajase-655	297	16	this	this	DET
ajase-655	297	17	woreda	woreda	NOUN
ajase-655	297	18	especially	especially	ADV
ajase-655	297	19	when	when	SCONJ
ajase-655	297	20	there	there	PRON
ajase-655	297	21	is	be	VERB
ajase-655	297	22	crop	crop	NOUN
ajase-655	297	23	failure	failure	NOUN
ajase-655	297	24	due	due	ADP
ajase-655	297	25	to	to	ADP
ajase-655	297	26	increased	increase	VERB
ajase-655	297	27	frequency	frequency	NOUN
ajase-655	297	28	of	of	ADP
ajase-655	297	29	farm	farm	NOUN
ajase-655	297	30	destruction	destruction	NOUN
ajase-655	297	31	,	,	PUNCT
ajase-655	297	32	increased	increase	VERB
ajase-655	297	33	frequency	frequency	NOUN
ajase-655	297	34	of	of	ADP
ajase-655	297	35	drought	drought	NOUN
ajase-655	297	36	,	,	PUNCT
ajase-655	297	37	off	off	ADV
ajase-655	297	38	-	-	PUNCT
ajase-655	297	39	seasonal	seasonal	ADJ
ajase-655	297	40	rainfall	rainfall	NOUN
ajase-655	297	41	and	and	CCONJ
ajase-655	297	42	little	little	ADJ
ajase-655	297	43	rainfalls	rainfall	NOUN
ajase-655	297	44	.	.	PUNCT
ajase-655	298	1	therefore	therefore	ADV
ajase-655	298	2	,	,	PUNCT
ajase-655	298	3	effort	effort	NOUN
ajase-655	298	4	and	and	CCONJ
ajase-655	298	5	strengthen	strengthen	VERB
ajase-655	298	6	the	the	DET
ajase-655	298	7	farmers	farmer	NOUN
ajase-655	298	8	’	’	PART
ajase-655	298	9	adaptive	adaptive	ADJ
ajase-655	298	10	capacity	capacity	NOUN
ajase-655	298	11	to	to	PART
ajase-655	298	12	climate	climate	VERB
ajase-655	298	13	change	change	NOUN
ajase-655	298	14	through	through	ADP
ajase-655	298	15	by	by	ADP
ajase-655	298	16	providing	provide	VERB
ajase-655	298	17	different	different	ADJ
ajase-655	298	18	varieties	variety	NOUN
ajase-655	298	19	for	for	ADP
ajase-655	298	20	crop	crop	NOUN
ajase-655	298	21	diversification	diversification	NOUN
ajase-655	298	22	and	and	CCONJ
ajase-655	298	23	drought	drought	NOUN
ajase-655	298	24	tolerant	tolerant	ADJ
ajase-655	298	25	crop	crop	NOUN
ajase-655	298	26	,	,	PUNCT
ajase-655	298	27	introducing	introduce	VERB
ajase-655	298	28	climate	climate	NOUN
ajase-655	298	29	change	change	NOUN
ajase-655	298	30	problem	problem	NOUN
ajase-655	298	31	and	and	CCONJ
ajase-655	298	32	use	use	NOUN
ajase-655	298	33	of	of	ADP
ajase-655	298	34	adaptation	adaptation	NOUN
ajase-655	298	35	strategy	strategy	NOUN
ajase-655	298	36	into	into	ADP
ajase-655	298	37	educational	educational	ADJ
ajase-655	298	38	curriculum	curriculum	NOUN
ajase-655	298	39	,	,	PUNCT
ajase-655	298	40	organizing	organize	VERB
ajase-655	298	41	continuous	continuous	ADJ
ajase-655	298	42	climate	climate	NOUN
ajase-655	298	43	related	relate	VERB
ajase-655	298	44	training	training	NOUN
ajase-655	298	45	center	center	NOUN
ajase-655	298	46	,	,	PUNCT
ajase-655	298	47	providing	provide	VERB
ajase-655	298	48	modern	modern	ADJ
ajase-655	298	49	tool	tool	NOUN
ajase-655	298	50	for	for	ADP
ajase-655	298	51	soil	soil	NOUN
ajase-655	298	52	and	and	CCONJ
ajase-655	298	53	water	water	NOUN
ajase-655	298	54	management	management	NOUN
ajase-655	298	55	and	and	CCONJ
ajase-655	298	56	small	small	ADJ
ajase-655	298	57	scale	scale	NOUN
ajase-655	298	58	irrigation	irrigation	NOUN
ajase-655	298	59	and	and	CCONJ
ajase-655	298	60	disseminating	disseminate	VERB
ajase-655	298	61	climate	climate	NOUN
ajase-655	298	62	related	relate	VERB
ajase-655	298	63	information	information	NOUN
ajase-655	298	64	by	by	ADP
ajase-655	298	65	local	local	ADJ
ajase-655	298	66	language	language	NOUN
ajase-655	298	67	through	through	ADP
ajase-655	298	68	social	social	ADJ
ajase-655	298	69	media	medium	NOUN
ajase-655	298	70	for	for	SCONJ
ajase-655	298	71	farmers	farmer	NOUN
ajase-655	298	72	to	to	PART
ajase-655	298	73	enhance	enhance	VERB
ajase-655	298	74	awareness	awareness	NOUN
ajase-655	298	75	has	have	VERB
ajase-655	298	76	an	an	DET
ajase-655	298	77	important	important	ADJ
ajase-655	298	78	mechanism	mechanism	NOUN
ajase-655	298	79	.	.	PUNCT
ajase-655	299	1	due	due	ADP
ajase-655	299	2	to	to	ADP
ajase-655	299	3	the	the	DET
ajase-655	299	4	availability	availability	NOUN
ajase-655	299	5	of	of	ADP
ajase-655	299	6	different	different	ADJ
ajase-655	299	7	micro	micro	ADJ
ajase-655	299	8	climate	climate	NOUN
ajase-655	299	9	in	in	ADP
ajase-655	299	10	the	the	DET
ajase-655	299	11	area	area	NOUN
ajase-655	299	12	and	and	CCONJ
ajase-655	299	13	to	to	PART
ajase-655	299	14	improve	improve	VERB
ajase-655	299	15	the	the	DET
ajase-655	299	16	coverage	coverage	NOUN
ajase-655	299	17	and	and	CCONJ
ajase-655	299	18	quality	quality	NOUN
ajase-655	299	19	of	of	ADP
ajase-655	299	20	climatic	climatic	ADJ
ajase-655	299	21	data	datum	NOUN
ajase-655	299	22	local	local	ADJ
ajase-655	299	23	meteorology	meteorology	NOUN
ajase-655	299	24	station	station	NOUN
ajase-655	299	25	should	should	AUX
ajase-655	299	26	be	be	AUX
ajase-655	299	27	established	establish	VERB
ajase-655	299	28	at	at	ADP
ajase-655	299	29	least	least	ADJ
ajase-655	299	30	at	at	ADP
ajase-655	299	31	woreda	woreda	PROPN
ajase-655	299	32	level	level	NOUN
ajase-655	299	33	.	.	PUNCT
ajase-655	300	1	and	and	CCONJ
ajase-655	300	2	it	it	PRON
ajase-655	300	3	is	be	AUX
ajase-655	300	4	important	important	ADJ
ajase-655	300	5	for	for	ADP
ajase-655	300	6	monitoring	monitor	VERB
ajase-655	300	7	climate	climate	NOUN
ajase-655	300	8	data	datum	NOUN
ajase-655	300	9	,	,	PUNCT
ajase-655	300	10	developing	develop	VERB
ajase-655	300	11	climate	climate	NOUN
ajase-655	300	12	forecasts	forecast	NOUN
ajase-655	300	13	and	and	CCONJ
ajase-655	300	14	early	early	ADJ
ajase-655	300	15	warning	warning	NOUN
ajase-655	300	16	for	for	ADP
ajase-655	300	17	climatic	climatic	ADJ
ajase-655	300	18	hazards	hazard	NOUN
ajase-655	300	19	as	as	ADV
ajase-655	300	20	early	early	ADV
ajase-655	300	21	as	as	ADP
ajase-655	300	22	possible	possible	ADJ
ajase-655	300	23	.	.	PUNCT
ajase-655	301	1	the	the	DET
ajase-655	301	2	level	level	NOUN
ajase-655	301	3	of	of	ADP
ajase-655	301	4	perception	perception	NOUN
ajase-655	301	5	farmers	farmer	NOUN
ajase-655	301	6	to	to	PART
ajase-655	301	7	climate	climate	NOUN
ajase-655	301	8	change	change	NOUN
ajase-655	301	9	has	have	VERB
ajase-655	301	10	a	a	DET
ajase-655	301	11	very	very	ADV
ajase-655	301	12	important	important	ADJ
ajase-655	301	13	role	role	NOUN
ajase-655	301	14	on	on	ADP
ajase-655	301	15	the	the	DET
ajase-655	301	16	level	level	NOUN
ajase-655	301	17	of	of	ADP
ajase-655	301	18	using	use	VERB
ajase-655	301	19	adaptation	adaptation	NOUN
ajase-655	301	20	strategies	strategy	NOUN
ajase-655	301	21	to	to	PART
ajase-655	301	22	lessen	lessen	VERB
ajase-655	301	23	the	the	DET
ajase-655	301	24	effect	effect	NOUN
ajase-655	301	25	of	of	ADP
ajase-655	301	26	climate	climate	NOUN
ajase-655	301	27	alter	alter	NOUN
ajase-655	301	28	.	.	PUNCT
ajase-655	302	1	but	but	CCONJ
ajase-655	302	2	there	there	PRON
ajase-655	302	3	are	be	VERB
ajase-655	302	4	still	still	ADV
ajase-655	302	5	a	a	DET
ajase-655	302	6	considerable	considerable	ADJ
ajase-655	302	7	number	number	NOUN
ajase-655	302	8	of	of	ADP
ajase-655	302	9	smallholder	smallholder	NOUN
ajase-655	302	10	farmers	farmer	NOUN
ajase-655	302	11	who	who	PRON
ajase-655	302	12	did	do	AUX
ajase-655	302	13	not	not	PART
ajase-655	302	14	perceive	perceive	VERB
ajase-655	302	15	the	the	DET
ajase-655	302	16	changing	change	VERB
ajase-655	302	17	climate	climate	NOUN
ajase-655	302	18	.	.	PUNCT
ajase-655	303	1	therefore	therefore	ADV
ajase-655	303	2	,	,	PUNCT
ajase-655	303	3	emphasizing	emphasize	VERB
ajase-655	303	4	on	on	ADP
ajase-655	303	5	awareness	awareness	NOUN
ajase-655	303	6	creation	creation	NOUN
ajase-655	303	7	work	work	NOUN
ajase-655	303	8	about	about	ADP
ajase-655	303	9	the	the	DET
ajase-655	303	10	changing	change	VERB
ajase-655	303	11	climate	climate	NOUN
ajase-655	303	12	is	be	AUX
ajase-655	303	13	crucial	crucial	ADJ
ajase-655	303	14	.	.	PUNCT
ajase-655	304	1	improving	improve	VERB
ajase-655	304	2	farmer	farmer	NOUN
ajase-655	304	3	’s	’s	PART
ajase-655	304	4	farm	farm	NOUN
ajase-655	304	5	and	and	CCONJ
ajase-655	304	6	off	off	ADP
ajase-655	304	7	/	/	SYM
ajase-655	304	8	non	non	ADJ
ajase-655	304	9	-	-	ADJ
ajase-655	304	10	farm	farm	ADJ
ajase-655	304	11	incomeearning	incomeearne	VERB
ajase-655	304	12	opportunities	opportunity	NOUN
ajase-655	304	13	is	be	AUX
ajase-655	304	14	of	of	ADP
ajase-655	304	15	great	great	ADJ
ajase-655	304	16	need	need	NOUN
ajase-655	304	17	for	for	ADP
ajase-655	304	18	smallholder	smallholder	NOUN
ajase-655	304	19	farmers	farmer	NOUN
ajase-655	304	20	.	.	PUNCT
ajase-655	305	1	thus	thus	ADV
ajase-655	305	2	,	,	PUNCT
ajase-655	305	3	sufficient	sufficient	ADJ
ajase-655	305	4	input	input	NOUN
ajase-655	305	5	supply	supply	NOUN
ajase-655	305	6	which	which	PRON
ajase-655	305	7	increases	increase	VERB
ajase-655	305	8	farm	farm	NOUN
ajase-655	305	9	income	income	NOUN
ajase-655	305	10	and	and	CCONJ
ajase-655	305	11	creation	creation	NOUN
ajase-655	305	12	of	of	ADP
ajase-655	305	13	off	off	ADP
ajase-655	305	14	/	/	SYM
ajase-655	305	15	non	non	ADJ
ajase-655	305	16	-	-	ADJ
ajase-655	305	17	farm	farm	ADJ
ajase-655	305	18	employment	employment	NOUN
ajase-655	305	19	opportunities	opportunity	NOUN
ajase-655	305	20	in	in	ADP
ajase-655	305	21	the	the	DET
ajase-655	305	22	rural	rural	ADJ
ajase-655	305	23	areas	area	NOUN
ajase-655	305	24	can	can	AUX
ajase-655	305	25	be	be	AUX
ajase-655	305	26	underlined	underline	VERB
ajase-655	305	27	as	as	ADP
ajase-655	305	28	a	a	DET
ajase-655	305	29	policy	policy	NOUN
ajase-655	305	30	option	option	NOUN
ajase-655	305	31	in	in	ADP
ajase-655	305	32	the	the	DET
ajase-655	305	33	reduction	reduction	NOUN
ajase-655	305	34	of	of	ADP
ajase-655	305	35	the	the	DET
ajase-655	305	36	negative	negative	ADJ
ajase-655	305	37	impacts	impact	NOUN
ajase-655	305	38	of	of	ADP
ajase-655	305	39	climate	climate	NOUN
ajase-655	305	40	change	change	NOUN
ajase-655	305	41	.	.	PUNCT
ajase-655	306	1	improve	improve	VERB
ajase-655	306	2	farmers	farmer	NOUN
ajase-655	306	3	access	access	NOUN
ajase-655	306	4	to	to	ADP
ajase-655	306	5	affordable	affordable	ADJ
ajase-655	306	6	credit	credit	NOUN
ajase-655	306	7	and	and	CCONJ
ajase-655	306	8	support	support	VERB
ajase-655	306	9	the	the	DET
ajase-655	306	10	growth	growth	NOUN
ajase-655	306	11	and	and	CCONJ
ajase-655	306	12	development	development	NOUN
ajase-655	306	13	of	of	ADP
ajase-655	306	14	credit	credit	NOUN
ajase-655	306	15	institutions	institution	NOUN
ajase-655	306	16	and	and	CCONJ
ajase-655	306	17	it	it	PRON
ajase-655	306	18	is	be	AUX
ajase-655	306	19	important	important	ADJ
ajase-655	306	20	to	to	PART
ajase-655	306	21	consider	consider	VERB
ajase-655	306	22	its	its	PRON
ajase-655	306	23	accessibility	accessibility	NOUN
ajase-655	306	24	to	to	ADP
ajase-655	306	25	farmers	farmer	NOUN
ajase-655	306	26	nearby	nearby	ADP
ajase-655	306	27	their	their	PRON
ajase-655	306	28	locality	locality	NOUN
ajase-655	306	29	and	and	CCONJ
ajase-655	306	30	of	of	ADP
ajase-655	306	31	other	other	ADJ
ajase-655	306	32	income	income	NOUN
ajase-655	306	33	generating	generating	NOUN
ajase-655	306	34	activities	activity	NOUN
ajase-655	306	35	to	to	PART
ajase-655	306	36	increase	increase	VERB
ajase-655	306	37	their	their	PRON
ajase-655	306	38	ability	ability	NOUN
ajase-655	306	39	and	and	CCONJ
ajase-655	306	40	flexibility	flexibility	NOUN
ajase-655	306	41	in	in	ADP
ajase-655	306	42	response	response	NOUN
ajase-655	306	43	to	to	ADP
ajase-655	306	44	climate	climate	NOUN
ajase-655	306	45	change	change	NOUN
ajase-655	306	46	.	.	PUNCT
ajase-655	307	1	policy	policy	NOUN
ajase-655	307	2	interventions	intervention	NOUN
ajase-655	307	3	aimed	aim	VERB
ajase-655	307	4	at	at	ADP
ajase-655	307	5	mitigating	mitigate	VERB
ajase-655	307	6	the	the	DET
ajase-655	307	7	adverse	adverse	ADJ
ajase-655	307	8	effect	effect	NOUN
ajase-655	307	9	of	of	ADP
ajase-655	307	10	climate	climate	NOUN
ajase-655	307	11	alter	alter	NOUN
ajase-655	307	12	and	and	CCONJ
ajase-655	307	13	variability	variability	NOUN
ajase-655	307	14	need	need	VERB
ajase-655	307	15	to	to	PART
ajase-655	307	16	focus	focus	VERB
ajase-655	307	17	on	on	ADP
ajase-655	307	18	supporting	support	VERB
ajase-655	307	19	farmers	farmer	NOUN
ajase-655	307	20	to	to	PART
ajase-655	307	21	intensively	intensively	ADV
ajase-655	307	22	use	use	VERB
ajase-655	307	23	and	and	CCONJ
ajase-655	307	24	expand	expand	VERB
ajase-655	307	25	the	the	DET
ajase-655	307	26	existing	exist	VERB
ajase-655	307	27	adaptation	adaptation	NOUN
ajase-655	307	28	strategies	strategy	NOUN
ajase-655	307	29	in	in	ADP
ajase-655	307	30	the	the	DET
ajase-655	307	31	way	way	NOUN
ajase-655	307	32	match	match	NOUN
ajase-655	307	33	with	with	ADP
ajase-655	307	34	agroecology	agroecology	NOUN
ajase-655	307	35	:	:	PUNCT
ajase-655	307	36	by	by	ADP
ajase-655	307	37	using	use	VERB
ajase-655	307	38	crop	crop	NOUN
ajase-655	307	39	diversification	diversification	NOUN
ajase-655	307	40	,	,	PUNCT
ajase-655	307	41	growing	grow	VERB
ajase-655	307	42	drought	drought	ADJ
ajase-655	307	43	tolerant	tolerant	ADJ
ajase-655	307	44	crop	crop	NOUN
ajase-655	307	45	,	,	PUNCT
ajase-655	307	46	soil	soil	NOUN
ajase-655	307	47	and	and	CCONJ
ajase-655	307	48	water	water	NOUN
ajase-655	307	49	management	management	NOUN
ajase-655	307	50	,	,	PUNCT
ajase-655	307	51	changing	change	VERB
ajase-655	307	52	planting	planting	NOUN
ajase-655	307	53	date	date	NOUN
ajase-655	307	54	and	and	CCONJ
ajase-655	307	55	small	small	ADJ
ajase-655	307	56	scale	scale	NOUN
ajase-655	307	57	irrigation	irrigation	NOUN
ajase-655	307	58	practices	practice	NOUN
ajase-655	307	59	.	.	PUNCT
ajase-655	308	1	electing	elect	VERB
ajase-655	308	2	model	model	NOUN
ajase-655	308	3	farmers	farmer	NOUN
ajase-655	308	4	of	of	ADP
ajase-655	308	5	adopter	adopter	NOUN
ajase-655	308	6	and	and	CCONJ
ajase-655	308	7	making	make	VERB
ajase-655	308	8	them	they	PRON
ajase-655	308	9	to	to	PART
ajase-655	308	10	share	share	VERB
ajase-655	308	11	their	their	PRON
ajase-655	308	12	experiences	experience	NOUN
ajase-655	308	13	to	to	ADP
ajase-655	308	14	the	the	DET
ajase-655	308	15	non	non	ADJ
ajase-655	308	16	-	-	ADJ
ajase-655	308	17	adopter	adopter	NOUN
ajase-655	308	18	of	of	ADP
ajase-655	308	19	farmers	farmer	NOUN
ajase-655	308	20	is	be	AUX
ajase-655	308	21	very	very	ADV
ajase-655	308	22	important	important	ADJ
ajase-655	308	23	to	to	PART
ajase-655	308	24	promote	promote	VERB
ajase-655	308	25	adaptation	adaptation	NOUN
ajase-655	308	26	in	in	ADP
ajase-655	308	27	the	the	DET
ajase-655	308	28	community	community	NOUN
ajase-655	308	29	.	.	PUNCT
ajase-655	309	1	this	this	PRON
ajase-655	309	2	encourages	encourage	VERB
ajase-655	309	3	promotion	promotion	NOUN
ajase-655	309	4	of	of	ADP
ajase-655	309	5	a	a	DET
ajase-655	309	6	given	give	VERB
ajase-655	309	7	adaptation	adaptation	NOUN
ajase-655	309	8	strategies	strategy	NOUN
ajase-655	309	9	should	should	AUX
ajase-655	309	10	consider	consider	VERB
ajase-655	309	11	the	the	DET
ajase-655	309	12	agro	agro	ADJ
ajase-655	309	13	-	-	PUNCT
ajase-655	309	14	ecological	ecological	ADJ
ajase-655	309	15	setting	setting	NOUN
ajase-655	309	16	of	of	ADP
ajase-655	309	17	the	the	DET
ajase-655	309	18	area	area	NOUN
ajase-655	309	19	special	special	ADJ
ajase-655	309	20	consideration	consideration	NOUN
ajase-655	309	21	for	for	ADP
ajase-655	309	22	successful	successful	ADJ
ajase-655	309	23	use	use	NOUN
ajase-655	309	24	of	of	ADP
ajase-655	309	25	adaptation	adaptation	NOUN
ajase-655	309	26	measures	measure	NOUN
ajase-655	309	27	by	by	ADP
ajase-655	309	28	smallholder	smallholder	NOUN
ajase-655	309	29	farmers	farmer	NOUN
ajase-655	309	30	.	.	PUNCT
ajase-655	310	1	policies	policy	NOUN
ajase-655	310	2	aimed	aim	VERB
ajase-655	310	3	at	at	ADP
ajase-655	310	4	promoting	promote	VERB
ajase-655	310	5	farm	farm	NOUN
ajase-655	310	6	-	-	PUNCT
ajase-655	310	7	level	level	NOUN
ajase-655	310	8	adaptation	adaptation	NOUN
ajase-655	310	9	need	need	VERB
ajase-655	310	10	to	to	PART
ajase-655	310	11	emphasize	emphasize	VERB
ajase-655	310	12	on	on	ADP
ajase-655	310	13	the	the	DET
ajase-655	310	14	crucial	crucial	ADJ
ajase-655	310	15	role	role	NOUN
ajase-655	310	16	of	of	ADP
ajase-655	310	17	providing	provide	VERB
ajase-655	310	18	information	information	NOUN
ajase-655	310	19	on	on	ADP
ajase-655	310	20	better	well	ADJ
ajase-655	310	21	production	production	NOUN
ajase-655	310	22	techniques	technique	NOUN
ajase-655	310	23	and	and	CCONJ
ajase-655	310	24	enhancing	enhance	VERB
ajase-655	310	25	farmers	farmer	NOUN
ajase-655	310	26	’	’	PART
ajase-655	310	27	awareness	awareness	NOUN
ajase-655	310	28	on	on	ADP
ajase-655	310	29	climate	climate	NOUN
ajase-655	310	30	change	change	NOUN
ajase-655	310	31	(	(	PUNCT
ajase-655	310	32	through	through	ADP
ajase-655	310	33	extension	extension	NOUN
ajase-655	310	34	)	)	PUNCT
ajase-655	310	35	and	and	CCONJ
ajase-655	310	36	creating	create	VERB
ajase-655	310	37	the	the	DET
ajase-655	310	38	financial	financial	ADJ
ajase-655	310	39	means	mean	NOUN
ajase-655	310	40	through	through	ADP
ajase-655	310	41	affordable	affordable	ADJ
ajase-655	310	42	credit	credit	NOUN
ajase-655	310	43	schemes	scheme	NOUN
ajase-655	310	44	to	to	PART
ajase-655	310	45	enable	enable	VERB
ajase-655	310	46	farmers	farmer	NOUN
ajase-655	310	47	to	to	PART
ajase-655	310	48	use	use	VERB
ajase-655	310	49	different	different	ADJ
ajase-655	310	50	adaptation	adaptation	NOUN
ajase-655	310	51	measures	measure	NOUN
ajase-655	310	52	to	to	PART
ajase-655	310	53	climate	climate	NOUN
ajase-655	310	54	change	change	NOUN
ajase-655	310	55	.	.	PUNCT
ajase-655	311	1	including	include	VERB
ajase-655	311	2	climate	climate	NOUN
ajase-655	311	3	change	change	NOUN
ajase-655	311	4	related	relate	VERB
ajase-655	311	5	agenda	agenda	NOUN
ajase-655	311	6	in	in	ADP
ajase-655	311	7	education	education	NOUN
ajase-655	311	8	curriculum	curriculum	NOUN
ajase-655	311	9	will	will	AUX
ajase-655	311	10	increase	increase	VERB
ajase-655	311	11	the	the	DET
ajase-655	311	12	continuous	continuous	ADJ
ajase-655	311	13	knowledge	knowledge	NOUN
ajase-655	311	14	about	about	ADP
ajase-655	311	15	the	the	DET
ajase-655	311	16	use	use	NOUN
ajase-655	311	17	of	of	ADP
ajase-655	311	18	adaptation	adaptation	NOUN
ajase-655	311	19	strategy	strategy	NOUN
ajase-655	311	20	as	as	ADP
ajase-655	311	21	a	a	DET
ajase-655	311	22	culture	culture	NOUN
ajase-655	311	23	because	because	SCONJ
ajase-655	311	24	it	it	PRON
ajase-655	311	25	is	be	AUX
ajase-655	311	26	necessary	necessary	ADJ
ajase-655	311	27	to	to	PART
ajase-655	311	28	design	design	VERB
ajase-655	311	29	and	and	CCONJ
ajase-655	311	30	implement	implement	VERB
ajase-655	311	31	policies	policy	NOUN
ajase-655	311	32	that	that	PRON
ajase-655	311	33	aim	aim	VERB
ajase-655	311	34	to	to	PART
ajase-655	311	35	expand	expand	VERB
ajase-655	311	36	adult	adult	NOUN
ajase-655	311	37	education	education	NOUN
ajase-655	311	38	so	so	SCONJ
ajase-655	311	39	that	that	PRON
ajase-655	311	40	improve	improve	VERB
ajase-655	311	41	education	education	NOUN
ajase-655	311	42	level	level	NOUN
ajase-655	311	43	of	of	ADP
ajase-655	311	44	farmers	farmer	NOUN
ajase-655	311	45	.	.	PUNCT
ajase-655	312	1	literate	literate	ADJ
ajase-655	312	2	farmers	farmer	NOUN
ajase-655	312	3	could	could	AUX
ajase-655	312	4	be	be	AUX
ajase-655	312	5	able	able	ADJ
ajase-655	312	6	to	to	PART
ajase-655	312	7	easily	easily	ADV
ajase-655	312	8	collect	collect	VERB
ajase-655	312	9	,	,	PUNCT
ajase-655	312	10	analyze	analyze	VERB
ajase-655	312	11	and	and	CCONJ
ajase-655	312	12	interpret	interpret	VERB
ajase-655	312	13	relevant	relevant	ADJ
ajase-655	312	14	information	information	NOUN
ajase-655	312	15	about	about	ADP
ajase-655	312	16	climate	climate	NOUN
ajase-655	312	17	change	change	NOUN
ajase-655	312	18	and	and	CCONJ
ajase-655	312	19	adaptation	adaptation	NOUN
ajase-655	312	20	strategies	strategy	NOUN
ajase-655	312	21	.	.	PUNCT
ajase-655	313	1	it	it	PRON
ajase-655	313	2	will	will	AUX
ajase-655	313	3	enable	enable	VERB
ajase-655	313	4	them	they	PRON
ajase-655	313	5	to	to	PART
ajase-655	313	6	select	select	VERB
ajase-655	313	7	appropriate	appropriate	ADJ
ajase-655	313	8	adaptation	adaptation	NOUN
ajase-655	313	9	strategies	strategy	NOUN
ajase-655	313	10	and	and	CCONJ
ajase-655	313	11	farming	farming	NOUN
ajase-655	313	12	practices	practice	NOUN
ajase-655	313	13	to	to	PART
ajase-655	313	14	manage	manage	VERB
ajase-655	313	15	climate	climate	NOUN
ajase-655	313	16	change	change	NOUN
ajase-655	313	17	impacts	impact	NOUN
ajase-655	313	18	.	.	PUNCT
ajase-655	314	1	hence	hence	ADV
ajase-655	314	2	,	,	PUNCT
ajase-655	314	3	it	it	PRON
ajase-655	314	4	is	be	AUX
ajase-655	314	5	essential	essential	ADJ
ajase-655	314	6	to	to	PART
ajase-655	314	7	improve	improve	VERB
ajase-655	314	8	education	education	NOUN
ajase-655	314	9	level	level	NOUN
ajase-655	314	10	of	of	ADP
ajase-655	314	11	farmers	farmer	NOUN
ajase-655	314	12	through	through	ADP
ajase-655	314	13	expansion	expansion	NOUN
ajase-655	314	14	of	of	ADP
ajase-655	314	15	adult	adult	NOUN
ajase-655	314	16	schools	school	NOUN
ajase-655	314	17	and	and	CCONJ
ajase-655	314	18	crafting	craft	VERB
ajase-655	314	19	systems	system	NOUN
ajase-655	314	20	that	that	PRON
ajase-655	314	21	allow	allow	VERB
ajase-655	314	22	farmers	farmer	NOUN
ajase-655	314	23	to	to	PART
ajase-655	314	24	get	get	VERB
ajase-655	314	25	education	education	NOUN
ajase-655	314	26	.	.	PUNCT
ajase-655	315	1	generally	generally	ADV
ajase-655	315	2	,	,	PUNCT
ajase-655	315	3	future	future	ADJ
ajase-655	315	4	policy	policy	NOUN
ajase-655	315	5	should	should	AUX
ajase-655	315	6	focus	focus	VERB
ajase-655	315	7	on	on	ADP
ajase-655	315	8	awareness	awareness	NOUN
ajase-655	315	9	creation	creation	NOUN
ajase-655	315	10	on	on	ADP
ajase-655	315	11	climate	climate	NOUN
ajase-655	315	12	change	change	NOUN
ajase-655	315	13	through	through	ADP
ajase-655	315	14	different	different	ADJ
ajase-655	315	15	sources	source	NOUN
ajase-655	315	16	such	such	ADJ
ajase-655	315	17	as	as	ADP
ajase-655	315	18	media	medium	NOUN
ajase-655	315	19	and	and	CCONJ
ajase-655	315	20	extension	extension	NOUN
ajase-655	315	21	,	,	PUNCT
ajase-655	315	22	facilitating	facilitate	VERB
ajase-655	315	23	the	the	DET
ajase-655	315	24	availability	availability	NOUN
ajase-655	315	25	of	of	ADP
ajase-655	315	26	credit	credit	NOUN
ajase-655	315	27	especially	especially	ADV
ajase-655	315	28	to	to	ADP
ajase-655	315	29	adaptation	adaptation	NOUN
ajase-655	315	30	technologies	technology	NOUN
ajase-655	315	31	,	,	PUNCT
ajase-655	315	32	enhancing	enhance	VERB
ajase-655	315	33	research	research	NOUN
ajase-655	315	34	on	on	ADP
ajase-655	315	35	use	use	NOUN
ajase-655	315	36	of	of	ADP
ajase-655	315	37	new	new	ADJ
ajase-655	315	38	crop	crop	NOUN
ajase-655	315	39	varieties	variety	NOUN
ajase-655	315	40	that	that	PRON
ajase-655	315	41	are	be	AUX
ajase-655	315	42	more	more	ADV
ajase-655	315	43	suited	suited	ADJ
ajase-655	315	44	to	to	ADP
ajase-655	315	45	drier	dry	ADJ
ajase-655	315	46	conditions	condition	NOUN
ajase-655	315	47	,	,	PUNCT
ajase-655	315	48	improving	improve	VERB
ajase-655	315	49	farmers	farmer	NOUN
ajase-655	315	50	farm	farm	NOUN
ajase-655	315	51	and	and	CCONJ
ajase-655	315	52	off	off	ADP
ajase-655	315	53	-	-	PUNCT
ajase-655	315	54	farm	farm	NOUN
ajase-655	315	55	income	income	NOUN
ajase-655	315	56	earning	earn	VERB
ajase-655	315	57	opportunities	opportunity	NOUN
ajase-655	315	58	,	,	PUNCT
ajase-655	315	59	improving	improve	VERB
ajase-655	315	60	their	their	PRON
ajase-655	315	61	literacy	literacy	NOUN
ajase-655	315	62	status	status	NOUN
ajase-655	315	63	,	,	PUNCT
ajase-655	315	64	and	and	CCONJ
ajase-655	315	65	improving	improve	VERB
ajase-655	315	66	their	their	PRON
ajase-655	315	67	access	access	NOUN
ajase-655	315	68	to	to	ADP
ajase-655	315	69	credit	credit	NOUN
ajase-655	315	70	.	.	PUNCT
ajase-655	316	1	moreover	moreover	ADV
ajase-655	316	2	,	,	PUNCT
ajase-655	316	3	encouraging	encourage	VERB
ajase-655	316	4	informal	informal	ADJ
ajase-655	316	5	social	social	ADJ
ajase-655	316	6	net	net	NOUN
ajase-655	316	7	-	-	PUNCT
ajase-655	316	8	works	work	NOUN
ajase-655	316	9	and	and	CCONJ
ajase-655	316	10	environmental	environmental	ADJ
ajase-655	316	11	settings	setting	NOUN
ajase-655	316	12	enhance	enhance	VERB
ajase-655	316	13	the	the	DET
ajase-655	316	14	adaptive	adaptive	ADJ
ajase-655	316	15	capacity	capacity	NOUN
ajase-655	316	16	of	of	ADP
ajase-655	316	17	smallholder	smallholder	NOUN
ajase-655	316	18	farmers	farmer	NOUN
ajase-655	316	19	.	.	PUNCT
ajase-655	317	1	information	information	NOUN
ajase-655	317	2	on	on	ADP
ajase-655	317	3	appropriate	appropriate	ADJ
ajase-655	317	4	adaptive	adaptive	ADJ
ajase-655	317	5	measures	measure	NOUN
ajase-655	317	6	should	should	AUX
ajase-655	317	7	be	be	AUX
ajase-655	317	8	made	make	VERB
ajase-655	317	9	available	available	ADJ
ajase-655	317	10	to	to	ADP
ajase-655	317	11	the	the	DET
ajase-655	317	12	entire	entire	ADJ
ajase-655	317	13	community	community	NOUN
ajase-655	317	14	.	.	PUNCT
ajase-655	318	1	as	as	ADP
ajase-655	318	2	part	part	NOUN
ajase-655	318	3	of	of	ADP
ajase-655	318	4	this	this	DET
ajase-655	318	5	effort	effort	NOUN
ajase-655	318	6	,	,	PUNCT
ajase-655	318	7	communication	communication	NOUN
ajase-655	318	8	between	between	ADP
ajase-655	318	9	policymakers	policymaker	NOUN
ajase-655	318	10	,	,	PUNCT
ajase-655	318	11	research	research	NOUN
ajase-655	318	12	institution	institution	NOUN
ajase-655	318	13	,	,	PUNCT
ajase-655	318	14	universities	university	NOUN
ajase-655	318	15	,	,	PUNCT
ajase-655	318	16	and	and	CCONJ
ajase-655	318	17	the	the	DET
ajase-655	318	18	media	medium	NOUN
ajase-655	318	19	,	,	PUNCT
ajase-655	318	20	among	among	ADP
ajase-655	318	21	other	other	ADJ
ajase-655	318	22	actors	actor	NOUN
ajase-655	318	23	,	,	PUNCT
ajase-655	318	24	should	should	AUX
ajase-655	318	25	be	be	AUX
ajase-655	318	26	strengthened	strengthen	VERB
ajase-655	318	27	in	in	ADP
ajase-655	318	28	order	order	NOUN
ajase-655	318	29	to	to	PART
ajase-655	318	30	ensure	ensure	VERB
ajase-655	318	31	accurate	accurate	ADJ
ajase-655	318	32	information	information	NOUN
ajase-655	318	33	is	be	AUX
ajase-655	318	34	available	available	ADJ
ajase-655	318	35	and	and	CCONJ
ajase-655	318	36	widely	widely	ADV
ajase-655	318	37	disseminated	disseminate	VERB
ajase-655	318	38	.	.	PUNCT
ajase-655	319	1	reference	reference	NOUN
ajase-655	319	2	belay	belay	NOUN
ajase-655	319	3	,	,	PUNCT
ajase-655	319	4	(	(	PUNCT
ajase-655	319	5	2017	2017	NUM
ajase-655	319	6	)	)	PUNCT
ajase-655	319	7	.	.	PUNCT
ajase-655	320	1	farmers	farmer	NOUN
ajase-655	320	2	’	’	PART
ajase-655	320	3	perception	perception	NOUN
ajase-655	320	4	and	and	CCONJ
ajase-655	320	5	adaptation	adaptation	NOUN
ajase-655	320	6	strategies	strategy	NOUN
ajase-655	320	7	to	to	PART
ajase-655	320	8	climate	climate	NOUN
ajase-655	320	9	change	change	NOUN
ajase-655	320	10	:	:	PUNCT
ajase-655	320	11	the	the	DET
ajase-655	320	12	case	case	NOUN
ajase-655	320	13	of	of	ADP
ajase-655	320	14	woreillu	woreillu	NOUN
ajase-655	320	15	district	district	NOUN
ajase-655	320	16	of	of	ADP
ajase-655	320	17	amhara	amhara	PROPN
ajase-655	320	18	region	region	PROPN
ajase-655	320	19	,	,	PUNCT
ajase-655	320	20	northeastern	northeastern	ADJ
ajase-655	320	21	ethiopia	ethiopia	PROPN
ajase-655	320	22	,	,	PUNCT
ajase-655	320	23	haramaya	haramaya	PROPN
ajase-655	320	24	university	university	PROPN
ajase-655	320	25	,	,	PUNCT
ajase-655	320	26	haramaya	haramaya	PROPN
ajase-655	320	27	di	di	PROPN
ajase-655	320	28	falco	falco	PROPN
ajase-655	320	29	,	,	PUNCT
ajase-655	320	30	s.	s.	PROPN
ajase-655	320	31	veronesi	veronesi	PROPN
ajase-655	320	32	,	,	PUNCT
ajase-655	320	33	m.	m.	NOUN
ajase-655	320	34	,	,	PUNCT
ajase-655	320	35	&	&	CCONJ
ajase-655	320	36	yesuf	yesuf	PROPN
ajase-655	320	37	,	,	PUNCT
ajase-655	320	38	m.	m.	NOUN
ajase-655	320	39	(	(	PUNCT
ajase-655	320	40	2011	2011	NUM
ajase-655	320	41	)	)	PUNCT
ajase-655	320	42	.	.	PUNCT
ajase-655	321	1	does	do	AUX
ajase-655	321	2	adaptation	adaptation	NOUN
ajase-655	321	3	to	to	PART
ajase-655	321	4	climate	climate	NOUN
ajase-655	321	5	change	change	NOUN
ajase-655	321	6	provide	provide	VERB
ajase-655	321	7	food	food	NOUN
ajase-655	321	8	security	security	NOUN
ajase-655	321	9	?	?	PUNCT
ajase-655	322	1	a	a	DET
ajase-655	322	2	micro	micro	NOUN
ajase-655	322	3	-	-	NOUN
ajase-655	322	4	perspective	perspective	NOUN
ajase-655	322	5	from	from	ADP
ajase-655	322	6	ethiopia	ethiopia	PROPN
ajase-655	322	7	,	,	PUNCT
ajase-655	322	8	american	american	ADJ
ajase-655	322	9	journal	journal	PROPN
ajase-655	322	10	of	of	ADP
ajase-655	322	11	agricultural	agricultural	ADJ
ajase-655	322	12	economics	economic	NOUN
ajase-655	322	13	,	,	PUNCT
ajase-655	322	14	93(3	93(3	NUM
ajase-655	322	15	)	)	PUNCT
ajase-655	322	16	,	,	PUNCT
ajase-655	322	17	829	829	NUM
ajase-655	322	18	-	-	SYM
ajase-655	322	19	846	846	NUM
ajase-655	322	20	.	.	PUNCT
ajase-655	322	21	deressa	deressa	ADJ
ajase-655	322	22	,	,	PUNCT
ajase-655	322	23	t.	t.	PROPN
ajase-655	322	24	(	(	PUNCT
ajase-655	322	25	2007	2007	NUM
ajase-655	322	26	)	)	PUNCT
ajase-655	322	27	.	.	PUNCT
ajase-655	323	1	measuring	measure	VERB
ajase-655	323	2	the	the	DET
ajase-655	323	3	economic	economic	ADJ
ajase-655	323	4	impact	impact	NOUN
ajase-655	323	5	of	of	ADP
ajase-655	323	6	climate	climate	NOUN
ajase-655	323	7	change	change	NOUN
ajase-655	323	8	on	on	ADP
ajase-655	323	9	ethiopian	ethiopian	ADJ
ajase-655	323	10	agriculture	agriculture	NOUN
ajase-655	323	11	:	:	PUNCT
ajase-655	323	12	ricardian	ricardian	ADJ
ajase-655	323	13	approach	approach	NOUN
ajase-655	323	14	.	.	PUNCT
ajase-655	324	1	world	world	PROPN
ajase-655	324	2	bank	bank	PROPN
ajase-655	324	3	policy	policy	NOUN
ajase-655	324	4	research	research	NOUN
ajase-655	324	5	4342	4342	NUM
ajase-655	324	6	.	.	PUNCT
ajase-655	325	1	washington	washington	PROPN
ajase-655	325	2	d.c	d.c	PROPN
ajase-655	325	3	.	.	PROPN
ajase-655	325	4	world	world	PROPN
ajase-655	325	5	bank	bank	PROPN
ajase-655	325	6	deressa	deressa	PROPN
ajase-655	325	7	,	,	PUNCT
ajase-655	325	8	t.	t.	PROPN
ajase-655	325	9	(	(	PUNCT
ajase-655	325	10	2009	2009	NUM
ajase-655	325	11	)	)	PUNCT
ajase-655	325	12	.	.	PUNCT
ajase-655	326	1	measuring	measure	VERB
ajase-655	326	2	the	the	DET
ajase-655	326	3	economic	economic	ADJ
ajase-655	326	4	impact	impact	NOUN
ajase-655	326	5	of	of	ADP
ajase-655	326	6	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	326	7	pa	pa	PROPN
ajase-655	326	8	ge	ge	PROPN
ajase-655	326	9	27	27	NUM
ajase-655	326	10	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-655	326	11	am	am	NOUN
ajase-655	326	12	.	.	PUNCT
ajase-655	327	1	j.	j.	PROPN
ajase-655	327	2	appl	appl	PROPN
ajase-655	327	3	.	.	PROPN
ajase-655	328	1	stat	stat	PROPN
ajase-655	328	2	.	.	PUNCT
ajase-655	329	1	econ	econ	PROPN
ajase-655	329	2	.	.	PUNCT
ajase-655	330	1	2(1	2(1	NUM
ajase-655	330	2	)	)	PUNCT
ajase-655	330	3	15	15	NUM
ajase-655	330	4	-	-	SYM
ajase-655	330	5	27	27	NUM
ajase-655	330	6	,	,	PUNCT
ajase-655	330	7	2023	2023	NUM
ajase-655	330	8	climate	climate	NOUN
ajase-655	330	9	change	change	NOUN
ajase-655	330	10	on	on	ADP
ajase-655	330	11	ethiopian	ethiopian	ADJ
ajase-655	330	12	agriculture	agriculture	NOUN
ajase-655	330	13	:	:	PUNCT
ajase-655	330	14	ricardian	ricardian	ADJ
ajase-655	330	15	approach	approach	NOUN
ajase-655	330	16	.	.	PUNCT
ajase-655	331	1	ceepa	ceepa	ADJ
ajase-655	331	2	discussion	discussion	NOUN
ajase-655	331	3	21	21	NUM
ajase-655	331	4	.	.	PUNCT
ajase-655	332	1	south	south	PROPN
ajase-655	332	2	africa	africa	PROPN
ajase-655	332	3	:	:	PUNCT
ajase-655	333	1	ceepa	ceepa	PROPN
ajase-655	333	2	,	,	PUNCT
ajase-655	333	3	university	university	PROPN
ajase-655	333	4	of	of	ADP
ajase-655	333	5	pretoria	pretoria	PROPN
ajase-655	333	6	.	.	PUNCT
ajase-655	333	7	temesgen	temesgen	PROPN
ajase-655	333	8	,	,	PUNCT
ajase-655	333	9	d.	d.	PROPN
ajase-655	333	10	,	,	PUNCT
ajase-655	333	11	yehualaeshet	yehualaeshet	PROPN
ajase-655	333	12	,	,	PUNCT
ajase-655	333	13	h.	h.	PROPN
ajase-655	333	14	,	,	PUNCT
ajase-655	333	15	&	&	CCONJ
ajase-655	333	16	rajan	rajan	PROPN
ajase-655	333	17	,	,	PUNCT
ajase-655	333	18	d.s	d.s	PROPN
ajase-655	333	19	.	.	PROPN
ajase-655	333	20	(	(	PUNCT
ajase-655	333	21	2014	2014	NUM
ajase-655	333	22	)	)	PUNCT
ajase-655	333	23	.	.	PUNCT
ajase-655	334	1	indications	indication	NOUN
ajase-655	334	2	for	for	ADP
ajase-655	334	3	food	food	NOUN
ajase-655	334	4	security	security	NOUN
ajase-655	334	5	and	and	CCONJ
ajase-655	334	6	scarce	scarce	ADJ
ajase-655	334	7	resource	resource	NOUN
ajase-655	334	8	:	:	PUNCT
ajase-655	334	9	department	department	NOUN
ajase-655	334	10	of	of	ADP
ajase-655	334	11	economics	economics	PROPN
ajase-655	334	12	university	university	PROPN
ajase-655	334	13	of	of	ADP
ajase-655	334	14	addis	addis	PROPN
ajase-655	334	15	ababa	ababa	PROPN
ajase-655	334	16	.	.	PUNCT
ajase-655	335	1	eisenack	eisenack	PROPN
ajase-655	335	2	,	,	PUNCT
ajase-655	335	3	k	k	PROPN
ajase-655	335	4	,	,	PUNCT
ajase-655	335	5	&	&	CCONJ
ajase-655	335	6	stecker	stecker	NOUN
ajase-655	335	7	,	,	PUNCT
ajase-655	335	8	r.	r.	PROPN
ajase-655	335	9	(	(	PUNCT
ajase-655	335	10	2012	2012	NUM
ajase-655	335	11	)	)	PUNCT
ajase-655	335	12	,	,	PUNCT
ajase-655	335	13	a	a	DET
ajase-655	335	14	framework	framework	NOUN
ajase-655	335	15	for	for	ADP
ajase-655	335	16	analyzing	analyze	VERB
ajase-655	335	17	climate	climate	NOUN
ajase-655	335	18	change	change	NOUN
ajase-655	335	19	adaptations	adaptation	NOUN
ajase-655	335	20	as	as	ADP
ajase-655	335	21	actions	action	NOUN
ajase-655	335	22	.	.	PUNCT
ajase-655	336	1	mitigation	mitigation	NOUN
ajase-655	336	2	and	and	CCONJ
ajase-655	336	3	adaptation	adaptation	NOUN
ajase-655	336	4	strategies	strategy	NOUN
ajase-655	336	5	for	for	ADP
ajase-655	336	6	global	global	ADJ
ajase-655	336	7	change	change	NOUN
ajase-655	336	8	,	,	PUNCT
ajase-655	336	9	17(3	17(3	NUM
ajase-655	336	10	)	)	PUNCT
ajase-655	336	11	,	,	PUNCT
ajase-655	336	12	243	243	NUM
ajase-655	336	13	-	-	SYM
ajase-655	336	14	260	260	NUM
ajase-655	336	15	.	.	PUNCT
ajase-655	337	1	fao	fao	NOUN
ajase-655	337	2	.	.	PUNCT
ajase-655	338	1	(	(	PUNCT
ajase-655	338	2	2010	2010	NUM
ajase-655	338	3	)	)	PUNCT
ajase-655	338	4	.	.	PUNCT
ajase-655	339	1	fn24	fn24	PROPN
ajase-655	339	2	,	,	PUNCT
ajase-655	339	3	world	world	NOUN
ajase-655	339	4	bank	bank	PROPN
ajase-655	339	5	.	.	PUNCT
ajase-655	340	1	2010	2010	NUM
ajase-655	340	2	.	.	PUNCT
ajase-655	341	1	opportunities	opportunity	NOUN
ajase-655	341	2	and	and	CCONJ
ajase-655	341	3	challenges	challenge	NOUN
ajase-655	341	4	for	for	ADP
ajase-655	341	5	a	a	DET
ajase-655	341	6	converging	converge	VERB
ajase-655	341	7	agenda	agenda	NOUN
ajase-655	341	8	:	:	PUNCT
ajase-655	341	9	country	country	NOUN
ajase-655	341	10	examples	example	NOUN
ajase-655	341	11	.	.	PUNCT
ajase-655	342	1	(	(	PUNCT
ajase-655	342	2	prepared	prepare	VERB
ajase-655	342	3	for	for	ADP
ajase-655	342	4	the	the	DET
ajase-655	342	5	2010	2010	NUM
ajase-655	342	6	the	the	DET
ajase-655	342	7	hague	hague	PROPN
ajase-655	342	8	conference	conference	PROPN
ajase-655	342	9	on	on	ADP
ajase-655	342	10	agriculture	agriculture	NOUN
ajase-655	342	11	,	,	PUNCT
ajase-655	342	12	food	food	NOUN
ajase-655	342	13	security	security	NOUN
ajase-655	342	14	and	and	CCONJ
ajase-655	342	15	climate	climate	NOUN
ajase-655	342	16	change	change	NOUN
ajase-655	342	17	)	)	PUNCT
ajase-655	342	18	.	.	PUNCT
ajase-655	343	1	econometrica	econometrica	PROPN
ajase-655	343	2	,	,	PUNCT
ajase-655	343	3	52(5	52(5	NUM
ajase-655	343	4	)	)	PUNCT
ajase-655	343	5	,	,	PUNCT
ajase-655	343	6	1219–40	1219–40	NUM
ajase-655	343	7	.	.	PUNCT
ajase-655	344	1	ipcc	ipcc	NOUN
ajase-655	344	2	.	.	PUNCT
ajase-655	345	1	(	(	PUNCT
ajase-655	345	2	2007	2007	NUM
ajase-655	345	3	)	)	PUNCT
ajase-655	345	4	.	.	PUNCT
ajase-655	346	1	climate	climate	NOUN
ajase-655	346	2	change	change	NOUN
ajase-655	346	3	,	,	PUNCT
ajase-655	346	4	impact	impact	NOUN
ajase-655	346	5	,	,	PUNCT
ajase-655	346	6	adaptation	adaptation	NOUN
ajase-655	346	7	and	and	CCONJ
ajase-655	346	8	vulnerability	vulnerability	NOUN
ajase-655	346	9	.	.	PUNCT
ajase-655	347	1	fourth	fourth	ADJ
ajase-655	347	2	assessment	assessment	NOUN
ajase-655	347	3	report	report	NOUN
ajase-655	347	4	of	of	ADP
ajase-655	347	5	the	the	DET
ajase-655	347	6	intergovernmental	intergovernmental	ADJ
ajase-655	347	7	panel	panel	NOUN
ajase-655	347	8	on	on	ADP
ajase-655	347	9	climate	climate	NOUN
ajase-655	347	10	change	change	PROPN
ajase-655	347	11	cambridge	cambridge	PROPN
ajase-655	347	12	university	university	PROPN
ajase-655	347	13	press	press	PROPN
ajase-655	347	14	cambridge	cambridge	PROPN
ajase-655	347	15	.	.	PUNCT
ajase-655	348	1	ipcc	ipcc	VERB
ajase-655	348	2	.	.	PUNCT
ajase-655	349	1	(	(	PUNCT
ajase-655	349	2	2014	2014	NUM
ajase-655	349	3	)	)	PUNCT
ajase-655	349	4	.	.	PUNCT
ajase-655	350	1	climate	climate	NOUN
ajase-655	350	2	change	change	NOUN
ajase-655	350	3	2014	2014	NUM
ajase-655	350	4	:	:	PUNCT
ajase-655	350	5	impacts	impact	NOUN
ajase-655	350	6	,	,	PUNCT
ajase-655	350	7	adaptation	adaptation	NOUN
ajase-655	350	8	,	,	PUNCT
ajase-655	350	9	and	and	CCONJ
ajase-655	350	10	vulnerability	vulnerability	NOUN
ajase-655	350	11	,	,	PUNCT
ajase-655	350	12	part	part	NOUN
ajase-655	350	13	a	a	DET
ajase-655	350	14	:	:	PUNCT
ajase-655	350	15	global	global	ADJ
ajase-655	350	16	and	and	CCONJ
ajase-655	350	17	sectoral	sectoral	ADJ
ajase-655	350	18	aspects	aspect	NOUN
ajase-655	350	19	.	.	PUNCT
ajase-655	351	1	contribution	contribution	NOUN
ajase-655	351	2	of	of	ADP
ajase-655	351	3	working	working	PROPN
ajase-655	351	4	group	group	PROPN
ajase-655	351	5	ii	ii	PROPN
ajase-655	351	6	to	to	ADP
ajase-655	351	7	the	the	DET
ajase-655	351	8	fifth	fifth	ADJ
ajase-655	351	9	assessment	assessment	NOUN
ajase-655	351	10	report	report	NOUN
ajase-655	351	11	of	of	ADP
ajase-655	351	12	the	the	DET
ajase-655	351	13	intergovernmental	intergovernmental	ADJ
ajase-655	351	14	panel	panel	NOUN
ajase-655	351	15	on	on	ADP
ajase-655	351	16	climate	climate	NOUN
ajase-655	351	17	change	change	NOUN
ajase-655	351	18	,	,	PUNCT
ajase-655	351	19	cambridge	cambridge	PROPN
ajase-655	351	20	:	:	PUNCT
ajase-655	351	21	cambridge	cambridge	PROPN
ajase-655	351	22	university	university	PROPN
ajase-655	351	23	press	press	NOUN
ajase-655	351	24	,	,	PUNCT
ajase-655	351	25	1132	1132	NUM
ajase-655	351	26	.	.	PUNCT
ajase-655	352	1	i	i	PRON
ajase-655	352	2	greene	greene	PROPN
ajase-655	352	3	,	,	PUNCT
ajase-655	352	4	h.w	h.w	PROPN
ajase-655	352	5	.	.	PUNCT
ajase-655	352	6	(	(	PUNCT
ajase-655	352	7	2003	2003	NUM
ajase-655	352	8	)	)	PUNCT
ajase-655	352	9	.	.	PUNCT
ajase-655	353	1	econometric	econometric	ADJ
ajase-655	353	2	analysis	analysis	NOUN
ajase-655	353	3	,	,	PUNCT
ajase-655	353	4	5th	5th	ADJ
ajase-655	353	5	edition	edition	NOUN
ajase-655	353	6	,	,	PUNCT
ajase-655	353	7	pearson	pearson	PROPN
ajase-655	353	8	education	education	PROPN
ajase-655	353	9	,	,	PUNCT
ajase-655	353	10	inc	inc	PROPN
ajase-655	353	11	.	.	PROPN
ajase-655	353	12	,	,	PUNCT
ajase-655	353	13	upper	upper	ADJ
ajase-655	353	14	saddle	saddle	NOUN
ajase-655	353	15	river	river	NOUN
ajase-655	353	16	,	,	PUNCT
ajase-655	353	17	new	new	PROPN
ajase-655	353	18	jersey	jersey	PROPN
ajase-655	353	19	,	,	PUNCT
ajase-655	353	20	usa	usa	PROPN
ajase-655	353	21	,	,	PUNCT
ajase-655	353	22	720	720	NUM
ajase-655	353	23	-	-	SYM
ajase-655	353	24	723	723	NUM
ajase-655	353	25	.	.	PUNCT
ajase-655	354	1	lemessa	lemessa	ADJ
ajase-655	354	2	,	,	PUNCT
ajase-655	354	3	(	(	PUNCT
ajase-655	354	4	2019	2019	NUM
ajase-655	354	5	)	)	PUNCT
ajase-655	354	6	.	.	PUNCT
ajase-655	355	1	cogent	cogent	NOUN
ajase-655	355	2	food	food	PROPN
ajase-655	355	3	&	&	CCONJ
ajase-655	355	4	agriculture	agriculture	PROPN
ajase-655	355	5	(	(	PUNCT
ajase-655	355	6	2019	2019	NUM
ajase-655	355	7	)	)	PUNCT
ajase-655	355	8	.	.	PUNCT
ajase-655	356	1	5164083	5164083	NUM
ajase-655	356	2	.	.	PUNCT
ajase-655	357	1	https://doi.org/10.1080/23311932	https://doi.org/10.1080/23311932	VERB
ajase-655	357	2	.2019.1640835	.2019.1640835	PROPN
ajase-655	357	3	moa	moa	PROPN
ajase-655	357	4	,	,	PUNCT
ajase-655	357	5	(	(	PUNCT
ajase-655	357	6	ministry	ministry	NOUN
ajase-655	357	7	of	of	ADP
ajase-655	357	8	agriculture	agriculture	PROPN
ajase-655	357	9	)	)	PUNCT
ajase-655	357	10	.	.	PUNCT
ajase-655	358	1	(	(	PUNCT
ajase-655	358	2	2016	2016	NUM
ajase-655	358	3	)	)	PUNCT
ajase-655	358	4	.	.	PUNCT
ajase-655	359	1	ethiopia	ethiopia	PROPN
ajase-655	359	2	’s	’s	PART
ajase-655	359	3	agriculture	agriculture	NOUN
ajase-655	359	4	sector	sector	NOUN
ajase-655	359	5	policy	policy	NOUN
ajase-655	359	6	and	and	CCONJ
ajase-655	359	7	investment	investment	NOUN
ajase-655	359	8	framework	framework	NOUN
ajase-655	359	9	.	.	PUNCT
ajase-655	360	1	bazeley	bazeley	PROPN
ajase-655	360	2	,	,	PUNCT
ajase-655	360	3	p.	p.	NOUN
ajase-655	360	4	(	(	PUNCT
ajase-655	360	5	2009	2009	NUM
ajase-655	360	6	)	)	PUNCT
ajase-655	360	7	.	.	PUNCT
ajase-655	361	1	analysing	analyse	VERB
ajase-655	361	2	qualitative	qualitative	ADJ
ajase-655	361	3	data	datum	NOUN
ajase-655	361	4	:	:	PUNCT
ajase-655	362	1	more	more	ADJ
ajase-655	362	2	than	than	ADP
ajase-655	362	3	‘	'	PUNCT
ajase-655	362	4	identifying	identify	VERB
ajase-655	362	5	themes	theme	NOUN
ajase-655	362	6	,	,	PUNCT
ajase-655	362	7	malaysian	malaysian	ADJ
ajase-655	362	8	journal	journal	NOUN
ajase-655	362	9	of	of	ADP
ajase-655	362	10	qualitative	qualitative	ADJ
ajase-655	362	11	research	research	NOUN
ajase-655	362	12	,	,	PUNCT
ajase-655	362	13	2(2	2(2	NUM
ajase-655	362	14	)	)	PUNCT
ajase-655	362	15	,	,	PUNCT
ajase-655	362	16	6–22	6–22	PROPN
ajase-655	362	17	.	.	PUNCT
ajase-655	362	18	yaro	yaro	PROPN
ajase-655	362	19	,	,	PUNCT
ajase-655	362	20	j.	j.	PROPN
ajase-655	362	21	a.	a.	PROPN
ajase-655	362	22	(	(	PUNCT
ajase-655	362	23	2013	2013	NUM
ajase-655	362	24	)	)	PUNCT
ajase-655	362	25	.	.	PUNCT
ajase-655	363	1	building	build	VERB
ajase-655	363	2	resilience	resilience	NOUN
ajase-655	363	3	and	and	CCONJ
ajase-655	363	4	reducing	reduce	VERB
ajase-655	363	5	vulnerability	vulnerability	NOUN
ajase-655	363	6	to	to	ADP
ajase-655	363	7	climate	climate	NOUN
ajase-655	363	8	change	change	NOUN
ajase-655	363	9	:	:	PUNCT
ajase-655	363	10	implications	implication	NOUN
ajase-655	363	11	for	for	ADP
ajase-655	363	12	food	food	NOUN
ajase-655	363	13	security	security	NOUN
ajase-655	363	14	in	in	ADP
ajase-655	363	15	ghana	ghana	PROPN
ajase-655	363	16	.	.	PUNCT
ajase-655	364	1	accra	accra	PROPN
ajase-655	364	2	:	:	PUNCT
ajase-655	364	3	department	department	NOUN
ajase-655	364	4	of	of	ADP
ajase-655	364	5	geography	geography	NOUN
ajase-655	364	6	and	and	CCONJ
ajase-655	364	7	resource	resource	NOUN
ajase-655	364	8	development	development	NOUN
ajase-655	364	9	,	,	PUNCT
ajase-655	364	10	university	university	NOUN
ajase-655	364	11	of	of	ADP
ajase-655	364	12	ghana	ghana	PROPN
ajase-655	364	13	.	.	PUNCT
ajase-655	365	1	yenesew	yenesew	PROPN
ajase-655	365	2	,	,	PUNCT
ajase-655	365	3	s.	s.	PROPN
ajase-655	365	4	,	,	PUNCT
ajase-655	365	5	eric	eric	PROPN
ajase-655	365	6	,	,	PUNCT
ajase-655	365	7	n.	n.	PROPN
ajase-655	365	8	o.	o.	PROPN
ajase-655	365	9	,	,	PUNCT
ajase-655	365	10	&	&	CCONJ
ajase-655	365	11	fekadu	fekadu	PROPN
ajase-655	365	12	,	,	PUNCT
ajase-655	365	13	b.	b.	PROPN
ajase-655	365	14	(	(	PUNCT
ajase-655	365	15	2015	2015	NUM
ajase-655	365	16	)	)	PUNCT
ajase-655	365	17	.	.	PUNCT
ajase-655	366	1	determinants	determinant	NOUN
ajase-655	366	2	of	of	ADP
ajase-655	366	3	livelihood	livelihood	NOUN
ajase-655	366	4	diversification	diversification	NOUN
ajase-655	366	5	strategies	strategy	NOUN
ajase-655	366	6	:	:	PUNCT
ajase-655	366	7	the	the	DET
ajase-655	366	8	case	case	NOUN
ajase-655	366	9	of	of	ADP
ajase-655	366	10	smallholder	smallholder	NOUN
ajase-655	366	11	rural	rural	ADJ
ajase-655	366	12	farm	farm	NOUN
ajase-655	366	13	households	household	NOUN
ajase-655	366	14	in	in	ADP
ajase-655	366	15	debre	debre	PROPN
ajase-655	366	16	elias	elias	PROPN
ajase-655	366	17	woreda	woreda	PROPN
ajase-655	366	18	,	,	PUNCT
ajase-655	366	19	east	east	ADJ
ajase-655	366	20	gojjam	gojjam	NOUN
ajase-655	366	21	zone	zone	NOUN
ajase-655	366	22	,	,	PUNCT
ajase-655	366	23	ethiopia	ethiopia	PROPN
ajase-655	366	24	.	.	PUNCT
ajase-655	367	1	african	african	ADJ
ajase-655	367	2	journal	journal	PROPN
ajase-655	367	3	of	of	ADP
ajase-655	367	4	agricultural	agricultural	ADJ
ajase-655	367	5	research	research	NOUN
ajase-655	367	6	,	,	PUNCT
ajase-655	367	7	10(19	10(19	NUM
ajase-655	367	8	)	)	PUNCT
ajase-655	367	9	,	,	PUNCT
ajase-655	367	10	1998–2013	1998–2013	NUM
ajase-655	367	11	.	.	PUNCT
ajase-655	368	1	doi:10.5897/	doi:10.5897/	NUM
ajase-655	368	2	ajar2014.9192	ajar2014.9192	PROPN
ajase-655	368	3	.	.	PROPN
ajase-655	368	4	tse	tse	PROPN
ajase-655	368	5	,	,	PUNCT
ajase-655	368	6	y.	y.	PROPN
ajase-655	368	7	k.	k.	PROPN
ajase-655	368	8	(	(	PUNCT
ajase-655	368	9	1987	1987	NUM
ajase-655	368	10	)	)	PUNCT
ajase-655	368	11	.	.	PUNCT
ajase-655	369	1	a	a	DET
ajase-655	369	2	diagnostic	diagnostic	ADJ
ajase-655	369	3	test	test	NOUN
ajase-655	369	4	for	for	ADP
ajase-655	369	5	the	the	DET
ajase-655	369	6	multinomial	multinomial	PROPN
ajase-655	369	7	logit	logit	PROPN
ajase-655	369	8	model	model	PROPN
ajase-655	369	9	.	.	PUNCT
ajase-655	370	1	journal	journal	PROPN
ajase-655	370	2	of	of	ADP
ajase-655	370	3	business	business	NOUN
ajase-655	370	4	and	and	CCONJ
ajase-655	370	5	economic	economic	ADJ
ajase-655	370	6	statistics	statistic	NOUN
ajase-655	370	7	,	,	PUNCT
ajase-655	370	8	5(2	5(2	NUM
ajase-655	370	9	)	)	PUNCT
ajase-655	370	10	,	,	PUNCT
ajase-655	370	11	283–86	283–86	NUM
ajase-655	370	12	.	.	PUNCT
ajase-655	371	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	NOUN