id	sid	tid	token	lemma	pos
agb-15	1	1	agbioforum	agbioforum	NOUN
agb-15	1	2	,	,	PUNCT
agb-15	1	3	21(3	21(3	NUM
agb-15	1	4	):	):	PUNCT
agb-15	1	5	15	15	NUM
agb-15	1	6	-	-	SYM
agb-15	1	7	22	22	NUM
agb-15	1	8	.	.	PUNCT
agb-15	2	1	©	©	NOUN
agb-15	2	2	2019	2019	NUM
agb-15	2	3	agbioforum	agbioforum	NOUN
agb-15	2	4	livelihood	livelihood	NOUN
agb-15	2	5	assets	asset	NOUN
agb-15	2	6	and	and	CCONJ
agb-15	2	7	livestock	livestock	NOUN
agb-15	2	8	income	income	NOUN
agb-15	2	9	:	:	PUNCT
agb-15	2	10	a	a	DET
agb-15	2	11	case	case	NOUN
agb-15	2	12	of	of	ADP
agb-15	2	13	mixed	mixed	ADJ
agb-15	2	14	farming	farming	NOUN
agb-15	2	15	punjab	punjab	ADJ
agb-15	2	16	-	-	PUNCT
agb-15	2	17	pakistan	pakistan	PROPN
agb-15	2	18	tusawar	tusawar	PROPN
agb-15	2	19	iftikhar	iftikhar	PROPN
agb-15	2	20	ahmad	ahmad	PROPN
agb-15	2	21	department	department	PROPN
agb-15	2	22	of	of	ADP
agb-15	2	23	economics	economic	NOUN
agb-15	2	24	,	,	PUNCT
agb-15	2	25	the	the	DET
agb-15	2	26	islamia	islamia	PROPN
agb-15	2	27	university	university	PROPN
agb-15	2	28	of	of	ADP
agb-15	2	29	bahawalpur	bahawalpur	PROPN
agb-15	2	30	,	,	PUNCT
agb-15	2	31	pakistan	pakistan	PROPN
agb-15	2	32	email	email	NOUN
agb-15	2	33	:	:	PUNCT
agb-15	2	34	tusawar.iftikhar@iub.edu.pk	tusawar.iftikhar@iub.edu.pk	PROPN
agb-15	2	35	muhammad	muhammad	PROPN
agb-15	2	36	atif	atif	PROPN
agb-15	2	37	nawaz	nawaz	PROPN
agb-15	2	38	department	department	PROPN
agb-15	2	39	of	of	ADP
agb-15	2	40	economics	economic	NOUN
agb-15	2	41	,	,	PUNCT
agb-15	2	42	the	the	DET
agb-15	2	43	islamia	islamia	PROPN
agb-15	2	44	university	university	PROPN
agb-15	2	45	of	of	ADP
agb-15	2	46	bahawalpur	bahawalpur	PROPN
agb-15	2	47	,	,	PUNCT
agb-15	2	48	pakistan	pakistan	PROPN
agb-15	2	49	email	email	NOUN
agb-15	2	50	:	:	PUNCT
agb-15	2	51	atif.nawaz@iub.edu.pk	atif.nawaz@iub.edu.pk	PROPN
agb-15	2	52	muhammad	muhammad	PROPN
agb-15	2	53	azhar	azhar	PROPN
agb-15	2	54	bhatti	bhatti	PROPN
agb-15	2	55	department	department	PROPN
agb-15	2	56	of	of	ADP
agb-15	2	57	economics	economic	NOUN
agb-15	2	58	,	,	PUNCT
agb-15	2	59	the	the	DET
agb-15	2	60	islamia	islamia	PROPN
agb-15	2	61	university	university	PROPN
agb-15	2	62	of	of	ADP
agb-15	2	63	bahawalpur	bahawalpur	PROPN
agb-15	2	64	,	,	PUNCT
agb-15	2	65	pakistan	pakistan	PROPN
agb-15	2	66	email	email	NOUN
agb-15	2	67	:	:	PUNCT
agb-15	2	68	azhar.bhatti219@gmail.com	azhar.bhatti219@gmail.com	PROPN
agb-15	2	69	altaf	altaf	PROPN
agb-15	2	70	hussain	hussain	PROPN
agb-15	2	71	department	department	PROPN
agb-15	2	72	of	of	ADP
agb-15	2	73	economics	economic	NOUN
agb-15	2	74	,	,	PUNCT
agb-15	2	75	the	the	DET
agb-15	2	76	islamia	islamia	PROPN
agb-15	2	77	university	university	PROPN
agb-15	2	78	of	of	ADP
agb-15	2	79	bahawalpur	bahawalpur	PROPN
agb-15	2	80	,	,	PUNCT
agb-15	2	81	pakistan	pakistan	PROPN
agb-15	2	82	email	email	NOUN
agb-15	2	83	:	:	PUNCT
agb-15	2	84	altafhussain@iub.edu.pk	altafhussain@iub.edu.pk	PROPN
agb-15	2	85	the	the	DET
agb-15	2	86	study	study	NOUN
agb-15	2	87	investigates	investigate	VERB
agb-15	2	88	the	the	DET
agb-15	2	89	response	response	NOUN
agb-15	2	90	pattern	pattern	NOUN
agb-15	2	91	of	of	ADP
agb-15	2	92	income	income	NOUN
agb-15	2	93	earned	earn	VERB
agb-15	2	94	from	from	ADP
agb-15	2	95	livestock	livestock	NOUN
agb-15	2	96	farming	farming	NOUN
agb-15	2	97	to	to	PART
agb-15	2	98	livelihood	livelihood	VERB
agb-15	2	99	assets	asset	NOUN
agb-15	2	100	in	in	ADP
agb-15	2	101	punjab	punjab	PROPN
agb-15	2	102	(	(	PUNCT
agb-15	2	103	pakistan	pakistan	PROPN
agb-15	2	104	)	)	PUNCT
agb-15	2	105	.	.	PUNCT
agb-15	3	1	primary	primary	ADJ
agb-15	3	2	data	datum	NOUN
agb-15	3	3	was	be	AUX
agb-15	3	4	collected	collect	VERB
agb-15	3	5	from	from	ADP
agb-15	3	6	three	three	NUM
agb-15	3	7	regions	region	NOUN
agb-15	3	8	(	(	PUNCT
agb-15	3	9	northern	northern	ADJ
agb-15	3	10	,	,	PUNCT
agb-15	3	11	central	central	ADJ
agb-15	3	12	,	,	PUNCT
agb-15	3	13	and	and	CCONJ
agb-15	3	14	southern	southern	ADJ
agb-15	3	15	)	)	PUNCT
agb-15	3	16	of	of	ADP
agb-15	3	17	punjab	punjab	PROPN
agb-15	3	18	.	.	PUNCT
agb-15	4	1	a	a	DET
agb-15	4	2	multi	multi	ADJ
agb-15	4	3	-	-	ADJ
agb-15	4	4	stage	stage	ADJ
agb-15	4	5	sampling	sampling	NOUN
agb-15	4	6	technique	technique	NOUN
agb-15	4	7	was	be	AUX
agb-15	4	8	adopted	adopt	VERB
agb-15	4	9	to	to	PART
agb-15	4	10	gather	gather	VERB
agb-15	4	11	the	the	DET
agb-15	4	12	information	information	NOUN
agb-15	4	13	.	.	PUNCT
agb-15	5	1	the	the	DET
agb-15	5	2	information	information	NOUN
agb-15	5	3	collected	collect	VERB
agb-15	5	4	from	from	ADP
agb-15	5	5	347	347	NUM
agb-15	5	6	farm	farm	NOUN
agb-15	5	7	households	household	NOUN
agb-15	5	8	were	be	AUX
agb-15	5	9	processed	process	VERB
agb-15	5	10	and	and	CCONJ
agb-15	5	11	analyzed	analyze	VERB
agb-15	5	12	(	(	PUNCT
agb-15	5	13	descriptively	descriptively	ADV
agb-15	5	14	and	and	CCONJ
agb-15	5	15	inferentially	inferentially	ADV
agb-15	5	16	)	)	PUNCT
agb-15	5	17	to	to	PART
agb-15	5	18	generate	generate	VERB
agb-15	5	19	and	and	CCONJ
agb-15	5	20	interpret	interpret	VERB
agb-15	5	21	the	the	DET
agb-15	5	22	results	result	NOUN
agb-15	5	23	.	.	PUNCT
agb-15	6	1	on	on	ADP
agb-15	6	2	average	average	ADJ
agb-15	6	3	,	,	PUNCT
agb-15	6	4	a	a	DET
agb-15	6	5	farm	farm	NOUN
agb-15	6	6	household	household	NOUN
agb-15	6	7	was	be	AUX
agb-15	6	8	earning	earn	VERB
agb-15	6	9	nearly	nearly	ADV
agb-15	6	10	50	50	NUM
agb-15	6	11	%	%	NOUN
agb-15	6	12	of	of	ADP
agb-15	6	13	its	its	PRON
agb-15	6	14	total	total	ADJ
agb-15	6	15	annual	annual	ADJ
agb-15	6	16	income	income	NOUN
agb-15	6	17	from	from	ADP
agb-15	6	18	crops	crop	NOUN
agb-15	6	19	,	,	PUNCT
agb-15	6	20	23	23	NUM
agb-15	6	21	%	%	NOUN
agb-15	6	22	from	from	ADP
agb-15	6	23	livestock	livestock	NOUN
agb-15	6	24	and	and	CCONJ
agb-15	6	25	27	27	NUM
agb-15	6	26	%	%	NOUN
agb-15	6	27	from	from	ADP
agb-15	6	28	nonfarm	nonfarm	PROPN
agb-15	6	29	sources	source	NOUN
agb-15	6	30	.	.	PUNCT
agb-15	7	1	amongst	amongst	ADP
agb-15	7	2	the	the	DET
agb-15	7	3	four	four	NUM
agb-15	7	4	livelihood	livelihood	NOUN
agb-15	7	5	assets	asset	NOUN
agb-15	7	6	,	,	PUNCT
agb-15	7	7	financial	financial	ADJ
agb-15	7	8	capital	capital	NOUN
agb-15	7	9	could	could	AUX
agb-15	7	10	be	be	AUX
agb-15	7	11	ranked	rank	VERB
agb-15	7	12	first	first	ADV
agb-15	7	13	in	in	ADP
agb-15	7	14	terms	term	NOUN
agb-15	7	15	of	of	ADP
agb-15	7	16	its	its	PRON
agb-15	7	17	significant	significant	ADJ
agb-15	7	18	contribution	contribution	NOUN
agb-15	7	19	to	to	ADP
agb-15	7	20	the	the	DET
agb-15	7	21	annual	annual	ADJ
agb-15	7	22	income	income	NOUN
agb-15	7	23	earned	earn	VERB
agb-15	7	24	by	by	ADP
agb-15	7	25	a	a	DET
agb-15	7	26	livestock	livestock	NOUN
agb-15	7	27	farmer	farmer	NOUN
agb-15	7	28	.	.	PUNCT
agb-15	8	1	own	own	ADJ
agb-15	8	2	farmland	farmland	NOUN
agb-15	8	3	size	size	NOUN
agb-15	8	4	,	,	PUNCT
agb-15	8	5	qualitative	qualitative	ADJ
agb-15	8	6	and	and	CCONJ
agb-15	8	7	quantitative	quantitative	ADJ
agb-15	8	8	attributes	attribute	NOUN
agb-15	8	9	of	of	ADP
agb-15	8	10	human	human	ADJ
agb-15	8	11	capital	capital	NOUN
agb-15	8	12	,	,	PUNCT
agb-15	8	13	and	and	CCONJ
agb-15	8	14	status	status	NOUN
agb-15	8	15	of	of	ADP
agb-15	8	16	the	the	DET
agb-15	8	17	physical	physical	ADJ
agb-15	8	18	and	and	CCONJ
agb-15	8	19	financial	financial	ADJ
agb-15	8	20	capital	capital	NOUN
agb-15	8	21	available	available	ADJ
agb-15	8	22	to	to	ADP
agb-15	8	23	the	the	DET
agb-15	8	24	farmer	farmer	NOUN
agb-15	8	25	,	,	PUNCT
agb-15	8	26	all	all	PRON
agb-15	8	27	translate	translate	VERB
agb-15	8	28	into	into	ADP
agb-15	8	29	the	the	DET
agb-15	8	30	income	income	NOUN
agb-15	8	31	generated	generate	VERB
agb-15	8	32	through	through	ADP
agb-15	8	33	livestock	livestock	NOUN
agb-15	8	34	enterprise	enterprise	NOUN
agb-15	8	35	.	.	PUNCT
agb-15	9	1	results	result	NOUN
agb-15	9	2	of	of	ADP
agb-15	9	3	this	this	DET
agb-15	9	4	study	study	NOUN
agb-15	9	5	indicate	indicate	VERB
agb-15	9	6	that	that	DET
agb-15	9	7	farmer	farmer	NOUN
agb-15	9	8	's	's	PART
agb-15	9	9	own	own	ADJ
agb-15	9	10	land	land	NOUN
agb-15	9	11	size	size	NOUN
agb-15	9	12	(	(	PUNCT
agb-15	9	13	lsize	lsize	PROPN
agb-15	9	14	)	)	PUNCT
agb-15	9	15	,	,	PUNCT
agb-15	9	16	farmer	farmer	NOUN
agb-15	9	17	level	level	NOUN
agb-15	9	18	of	of	ADP
agb-15	9	19	education	education	NOUN
agb-15	9	20	(	(	PUNCT
agb-15	9	21	fedu	fedu	PROPN
agb-15	9	22	)	)	PUNCT
agb-15	9	23	,	,	PUNCT
agb-15	9	24	and	and	CCONJ
agb-15	9	25	managerial	managerial	ADJ
agb-15	9	26	constraints	constraint	NOUN
agb-15	9	27	(	(	PUNCT
agb-15	9	28	mgtc	mgtc	ADJ
agb-15	9	29	)	)	PUNCT
agb-15	9	30	have	have	AUX
agb-15	9	31	negatively	negatively	ADV
agb-15	9	32	associated	associate	VERB
agb-15	9	33	with	with	ADP
agb-15	9	34	the	the	DET
agb-15	9	35	income	income	NOUN
agb-15	9	36	earned	earn	VERB
agb-15	9	37	from	from	ADP
agb-15	9	38	livestock	livestock	NOUN
agb-15	9	39	.	.	PUNCT
agb-15	10	1	while	while	SCONJ
agb-15	10	2	farmer	farmer	NOUN
agb-15	10	3	's	's	PART
agb-15	10	4	level	level	NOUN
agb-15	10	5	of	of	ADP
agb-15	10	6	participation	participation	NOUN
agb-15	10	7	in	in	ADP
agb-15	10	8	livestock	livestock	NOUN
agb-15	10	9	rearing	rear	VERB
agb-15	10	10	activities	activity	NOUN
agb-15	10	11	(	(	PUNCT
agb-15	10	12	fptpn	fptpn	NOUN
agb-15	10	13	)	)	PUNCT
agb-15	10	14	,	,	PUNCT
agb-15	10	15	herd	herd	NOUN
agb-15	10	16	size	size	NOUN
agb-15	10	17	(	(	PUNCT
agb-15	10	18	hsize	hsize	NOUN
agb-15	10	19	)	)	PUNCT
agb-15	10	20	,	,	PUNCT
agb-15	10	21	income	income	NOUN
agb-15	10	22	from	from	ADP
agb-15	10	23	crops	crop	NOUN
agb-15	10	24	(	(	PUNCT
agb-15	10	25	icrop	icrop	NOUN
agb-15	10	26	)	)	PUNCT
agb-15	10	27	,	,	PUNCT
agb-15	10	28	and	and	CCONJ
agb-15	10	29	nonfarm	nonfarm	PROPN
agb-15	10	30	sources	source	NOUN
agb-15	10	31	(	(	PUNCT
agb-15	10	32	inonf	inonf	PROPN
agb-15	10	33	)	)	PUNCT
agb-15	10	34	have	have	VERB
agb-15	10	35	a	a	DET
agb-15	10	36	positive	positive	ADJ
agb-15	10	37	impact	impact	NOUN
agb-15	10	38	on	on	ADP
agb-15	10	39	income	income	NOUN
agb-15	10	40	earned	earn	VERB
agb-15	10	41	from	from	ADP
agb-15	10	42	livestock	livestock	NOUN
agb-15	10	43	.	.	PUNCT
agb-15	11	1	a	a	DET
agb-15	11	2	portfolio	portfolio	NOUN
agb-15	11	3	of	of	ADP
agb-15	11	4	the	the	DET
agb-15	11	5	available	available	ADJ
agb-15	11	6	financial	financial	ADJ
agb-15	11	7	capital	capital	NOUN
agb-15	11	8	may	may	AUX
agb-15	11	9	enable	enable	VERB
agb-15	11	10	a	a	DET
agb-15	11	11	predominantly	predominantly	ADV
agb-15	11	12	illiterate	illiterate	ADJ
agb-15	11	13	and	and	CCONJ
agb-15	11	14	resource	resource	NOUN
agb-15	11	15	-	-	PUNCT
agb-15	11	16	deficient	deficient	ADJ
agb-15	11	17	livestock	livestock	NOUN
agb-15	11	18	farmer	farmer	NOUN
agb-15	11	19	to	to	PART
agb-15	11	20	bear	bear	VERB
agb-15	11	21	the	the	DET
agb-15	11	22	expenditures	expenditure	NOUN
agb-15	11	23	made	make	VERB
agb-15	11	24	for	for	ADP
agb-15	11	25	the	the	DET
agb-15	11	26	overall	overall	ADJ
agb-15	11	27	livestock	livestock	NOUN
agb-15	11	28	production	production	NOUN
agb-15	11	29	activities	activity	NOUN
agb-15	11	30	,	,	PUNCT
agb-15	11	31	which	which	PRON
agb-15	11	32	eventually	eventually	ADV
agb-15	11	33	enable	enable	VERB
agb-15	11	34	him	he	PRON
agb-15	11	35	to	to	PART
agb-15	11	36	earn	earn	VERB
agb-15	11	37	higher	high	ADJ
agb-15	11	38	income	income	NOUN
agb-15	11	39	from	from	ADP
agb-15	11	40	livestock	livestock	NOUN
agb-15	11	41	in	in	ADP
agb-15	11	42	a	a	DET
agb-15	11	43	mixed	mixed	ADJ
agb-15	11	44	farming	farming	NOUN
agb-15	11	45	system	system	NOUN
agb-15	11	46	punjab	punjab	PROPN
agb-15	11	47	..	..	PUNCT
agb-15	11	48	key	key	ADJ
agb-15	11	49	words	word	NOUN
agb-15	11	50	:	:	PUNCT
agb-15	11	51	livestock	livestock	NOUN
agb-15	11	52	income	income	NOUN
agb-15	11	53	,	,	PUNCT
agb-15	11	54	livelihood	livelihood	NOUN
agb-15	11	55	assets	asset	NOUN
agb-15	11	56	,	,	PUNCT
agb-15	11	57	mixed	mixed	ADJ
agb-15	11	58	farming	farming	NOUN
agb-15	11	59	,	,	PUNCT
agb-15	11	60	rural	rural	ADJ
agb-15	11	61	punjab	punjab	NOUN
agb-15	11	62	.	.	PUNCT
agb-15	12	1	1	1	X
agb-15	12	2	.	.	X
agb-15	12	3	introduction	introduction	NOUN
agb-15	12	4	in	in	ADP
agb-15	12	5	the	the	DET
agb-15	12	6	developing	develop	VERB
agb-15	12	7	world	world	NOUN
agb-15	12	8	,	,	PUNCT
agb-15	12	9	livestock	livestock	NOUN
agb-15	12	10	contributes	contribute	VERB
agb-15	12	11	about	about	ADV
agb-15	12	12	30	30	NUM
agb-15	12	13	percent	percent	NOUN
agb-15	12	14	to	to	ADP
agb-15	12	15	the	the	DET
agb-15	12	16	agricultural	agricultural	ADJ
agb-15	12	17	gross	gross	ADJ
agb-15	12	18	domestic	domestic	ADJ
agb-15	12	19	product	product	NOUN
agb-15	12	20	(	(	PUNCT
agb-15	12	21	world	world	PROPN
agb-15	12	22	bank	bank	PROPN
agb-15	12	23	,	,	PUNCT
agb-15	12	24	2009	2009	NUM
agb-15	12	25	)	)	PUNCT
agb-15	12	26	,	,	PUNCT
agb-15	12	27	and	and	CCONJ
agb-15	12	28	globally	globally	ADV
agb-15	12	29	,	,	PUNCT
agb-15	12	30	it	it	PRON
agb-15	12	31	provides	provide	VERB
agb-15	12	32	animal	animal	NOUN
agb-15	12	33	traction	traction	NOUN
agb-15	12	34	to	to	ADP
agb-15	12	35	nearly	nearly	ADV
agb-15	12	36	a	a	PRON
agb-15	12	37	quarter	quarter	NOUN
agb-15	12	38	of	of	ADP
agb-15	12	39	the	the	DET
agb-15	12	40	total	total	ADJ
agb-15	12	41	area	area	NOUN
agb-15	12	42	under	under	ADP
agb-15	12	43	crop	crop	NOUN
agb-15	12	44	production	production	NOUN
agb-15	12	45	(	(	PUNCT
agb-15	12	46	devendra	devendra	PROPN
agb-15	12	47	,	,	PUNCT
agb-15	12	48	2010	2010	NUM
agb-15	12	49	)	)	PUNCT
agb-15	12	50	.	.	PUNCT
agb-15	13	1	multiple	multiple	ADJ
agb-15	13	2	functions	function	NOUN
agb-15	13	3	are	be	AUX
agb-15	13	4	performed	perform	VERB
agb-15	13	5	by	by	ADP
agb-15	13	6	livestock	livestock	NOUN
agb-15	13	7	in	in	ADP
agb-15	13	8	developing	develop	VERB
agb-15	13	9	communities	community	NOUN
agb-15	13	10	(	(	PUNCT
agb-15	13	11	moyo	moyo	PROPN
agb-15	13	12	&	&	CCONJ
agb-15	13	13	swanepoel	swanepoel	PROPN
agb-15	13	14	,	,	PUNCT
agb-15	13	15	2010	2010	NUM
agb-15	13	16	)	)	PUNCT
agb-15	13	17	.	.	PUNCT
agb-15	14	1	livestock	livestock	NOUN
agb-15	14	2	plays	play	VERB
agb-15	14	3	an	an	DET
agb-15	14	4	essential	essential	ADJ
agb-15	14	5	role	role	NOUN
agb-15	14	6	in	in	ADP
agb-15	14	7	the	the	DET
agb-15	14	8	provision	provision	NOUN
agb-15	14	9	of	of	ADP
agb-15	14	10	food	food	NOUN
agb-15	14	11	and	and	CCONJ
agb-15	14	12	nutrition	nutrition	NOUN
agb-15	14	13	in	in	ADP
agb-15	14	14	people	people	NOUN
agb-15	14	15	's	's	PART
agb-15	14	16	diets	diet	NOUN
agb-15	14	17	(	(	PUNCT
agb-15	14	18	neumann	neumann	PROPN
agb-15	14	19	et	et	PROPN
agb-15	14	20	al	al	PROPN
agb-15	14	21	.	.	PROPN
agb-15	14	22	,	,	PUNCT
agb-15	14	23	2003	2003	NUM
agb-15	14	24	;	;	PUNCT
agb-15	14	25	randolph	randolph	PROPN
agb-15	14	26	et	et	PROPN
agb-15	14	27	al	al	PROPN
agb-15	14	28	.	.	PROPN
agb-15	14	29	,	,	PUNCT
agb-15	14	30	2007	2007	NUM
agb-15	14	31	)	)	PUNCT
agb-15	14	32	,	,	PUNCT
agb-15	14	33	and	and	CCONJ
agb-15	14	34	about	about	ADV
agb-15	14	35	30	30	NUM
agb-15	14	36	percent	percent	NOUN
agb-15	14	37	of	of	ADP
agb-15	14	38	human	human	ADJ
agb-15	14	39	protein	protein	NOUN
agb-15	14	40	consumption	consumption	NOUN
agb-15	14	41	comes	come	VERB
agb-15	14	42	from	from	ADP
agb-15	14	43	livestock	livestock	NOUN
agb-15	14	44	products	product	NOUN
agb-15	14	45	(	(	PUNCT
agb-15	14	46	steinfeld	steinfeld	PROPN
agb-15	14	47	et	et	PROPN
agb-15	14	48	al	al	PROPN
agb-15	14	49	.	.	PROPN
agb-15	14	50	,	,	PUNCT
agb-15	14	51	2006	2006	NUM
agb-15	14	52	)	)	PUNCT
agb-15	14	53	.	.	PUNCT
agb-15	15	1	they	they	PRON
agb-15	15	2	raise	raise	VERB
agb-15	15	3	the	the	DET
agb-15	15	4	social	social	ADJ
agb-15	15	5	status	status	NOUN
agb-15	15	6	of	of	ADP
agb-15	15	7	owners	owner	NOUN
agb-15	15	8	and	and	CCONJ
agb-15	15	9	contribute	contribute	VERB
agb-15	15	10	to	to	ADP
agb-15	15	11	gender	gender	NOUN
agb-15	15	12	-	-	PUNCT
agb-15	15	13	balanced	balance	VERB
agb-15	15	14	development	development	NOUN
agb-15	15	15	by	by	ADP
agb-15	15	16	providing	provide	VERB
agb-15	15	17	women	woman	NOUN
agb-15	15	18	and	and	CCONJ
agb-15	15	19	children	child	NOUN
agb-15	15	20	the	the	DET
agb-15	15	21	opportunity	opportunity	NOUN
agb-15	15	22	to	to	PART
agb-15	15	23	own	own	VERB
agb-15	15	24	livestock	livestock	NOUN
agb-15	15	25	(	(	PUNCT
agb-15	15	26	waters	water	NOUN
agb-15	15	27	-	-	PUNCT
agb-15	15	28	bayer	bayer	PROPN
agb-15	15	29	&	&	CCONJ
agb-15	15	30	letty	letty	PROPN
agb-15	15	31	,	,	PUNCT
agb-15	15	32	2010	2010	NUM
agb-15	15	33	)	)	PUNCT
agb-15	15	34	;	;	PUNCT
agb-15	15	35	serve	serve	VERB
agb-15	15	36	as	as	ADP
agb-15	15	37	a	a	DET
agb-15	15	38	means	means	NOUN
agb-15	15	39	of	of	ADP
agb-15	15	40	reducing	reduce	VERB
agb-15	15	41	the	the	DET
agb-15	15	42	risks	risk	NOUN
agb-15	15	43	associated	associate	VERB
agb-15	15	44	with	with	ADP
agb-15	15	45	crop	crop	NOUN
agb-15	15	46	failure	failure	NOUN
agb-15	15	47	and	and	CCONJ
agb-15	15	48	as	as	ADP
agb-15	15	49	an	an	DET
agb-15	15	50	income	income	NOUN
agb-15	15	51	diversification	diversification	NOUN
agb-15	15	52	strategy	strategy	NOUN
agb-15	15	53	for	for	ADP
agb-15	15	54	resource	resource	NOUN
agb-15	15	55	-	-	PUNCT
agb-15	15	56	poor	poor	ADJ
agb-15	15	57	small	small	ADJ
agb-15	15	58	scale	scale	NOUN
agb-15	15	59	farmers	farmer	NOUN
agb-15	15	60	(	(	PUNCT
agb-15	15	61	freeman	freeman	PROPN
agb-15	15	62	,	,	PUNCT
agb-15	15	63	kaitibie	kaitibie	PROPN
agb-15	15	64	,	,	PUNCT
agb-15	15	65	moyo	moyo	PROPN
agb-15	15	66	,	,	PUNCT
agb-15	15	67	&	&	CCONJ
agb-15	15	68	perry	perry	PROPN
agb-15	15	69	,	,	PUNCT
agb-15	15	70	2007	2007	NUM
agb-15	15	71	;	;	PUNCT
agb-15	15	72	thornton	thornton	PROPN
agb-15	15	73	et	et	PROPN
agb-15	15	74	al	al	PROPN
agb-15	15	75	.	.	PROPN
agb-15	15	76	,	,	PUNCT
agb-15	15	77	2007	2007	NUM
agb-15	15	78	)	)	PUNCT
agb-15	15	79	.	.	PUNCT
agb-15	16	1	the	the	DET
agb-15	16	2	contribution	contribution	NOUN
agb-15	16	3	of	of	ADP
agb-15	16	4	livestock	livestock	NOUN
agb-15	16	5	to	to	AUX
agb-15	16	6	crop	crop	NOUN
agb-15	16	7	production	production	NOUN
agb-15	16	8	through	through	ADP
agb-15	16	9	the	the	DET
agb-15	16	10	provision	provision	NOUN
agb-15	16	11	of	of	ADP
agb-15	16	12	draught	draught	NOUN
agb-15	16	13	power	power	NOUN
agb-15	16	14	and	and	CCONJ
agb-15	16	15	animal	animal	NOUN
agb-15	16	16	manure	manure	NOUN
agb-15	16	17	can	can	AUX
agb-15	16	18	not	not	PART
agb-15	16	19	be	be	AUX
agb-15	16	20	overlooked	overlook	VERB
agb-15	16	21	(	(	PUNCT
agb-15	16	22	herrero	herrero	PROPN
agb-15	16	23	et	et	PROPN
agb-15	16	24	al	al	PROPN
agb-15	16	25	.	.	PROPN
agb-15	16	26	,	,	PUNCT
agb-15	16	27	2010	2010	NUM
agb-15	16	28	)	)	PUNCT
agb-15	16	29	.	.	PUNCT
agb-15	17	1	in	in	ADP
agb-15	17	2	many	many	ADJ
agb-15	17	3	parts	part	NOUN
agb-15	17	4	of	of	ADP
agb-15	17	5	the	the	DET
agb-15	17	6	developing	develop	VERB
agb-15	17	7	world	world	NOUN
agb-15	17	8	,	,	PUNCT
agb-15	17	9	livestock	livestock	NOUN
agb-15	17	10	function	function	NOUN
agb-15	17	11	as	as	ADP
agb-15	17	12	insurance	insurance	NOUN
agb-15	17	13	policies	policy	NOUN
agb-15	17	14	and	and	CCONJ
agb-15	17	15	bank	bank	NOUN
agb-15	17	16	accounts	account	NOUN
agb-15	17	17	(	(	PUNCT
agb-15	17	18	pell	pell	INTJ
agb-15	17	19	,	,	PUNCT
agb-15	17	20	stroebel	stroebel	NOUN
agb-15	17	21	,	,	PUNCT
agb-15	17	22	&	&	CCONJ
agb-15	17	23	kristjanson	kristjanson	PROPN
agb-15	17	24	,	,	PUNCT
agb-15	17	25	2010	2010	NUM
agb-15	17	26	)	)	PUNCT
agb-15	17	27	.	.	PUNCT
agb-15	18	1	due	due	ADP
agb-15	18	2	to	to	ADP
agb-15	18	3	improved	improved	ADJ
agb-15	18	4	incomes	income	NOUN
agb-15	18	5	and	and	CCONJ
agb-15	18	6	changing	change	VERB
agb-15	18	7	dietary	dietary	ADJ
agb-15	18	8	patterns	pattern	NOUN
agb-15	18	9	,	,	PUNCT
agb-15	18	10	there	there	PRON
agb-15	18	11	is	be	VERB
agb-15	18	12	more	more	ADJ
agb-15	18	13	demand	demand	NOUN
agb-15	18	14	for	for	ADP
agb-15	18	15	high	high	ADJ
agb-15	18	16	value	value	NOUN
agb-15	18	17	food	food	NOUN
agb-15	18	18	commodities	commodity	NOUN
agb-15	18	19	.	.	PUNCT
agb-15	19	1	so	so	ADV
agb-15	19	2	,	,	PUNCT
agb-15	19	3	an	an	DET
agb-15	19	4	increased	increase	VERB
agb-15	19	5	economic	economic	ADJ
agb-15	19	6	activity	activity	NOUN
agb-15	19	7	in	in	ADP
agb-15	19	8	livestock	livestock	NOUN
agb-15	19	9	contributes	contribute	VERB
agb-15	19	10	to	to	ADP
agb-15	19	11	economic	economic	ADJ
agb-15	19	12	growth	growth	NOUN
agb-15	19	13	by	by	ADP
agb-15	19	14	fostering	foster	VERB
agb-15	19	15	forward	forward	ADV
agb-15	19	16	and	and	CCONJ
agb-15	19	17	backward	backward	ADJ
agb-15	19	18	linkages	linkage	NOUN
agb-15	19	19	(	(	PUNCT
agb-15	19	20	mcdermott	mcdermott	PROPN
agb-15	19	21	,	,	PUNCT
agb-15	19	22	rich	rich	ADJ
agb-15	19	23	,	,	PUNCT
agb-15	19	24	gebremedhin	gebremedhin	PROPN
agb-15	19	25	,	,	PUNCT
agb-15	19	26	&	&	CCONJ
agb-15	19	27	burrow	burrow	NOUN
agb-15	19	28	,	,	PUNCT
agb-15	19	29	2010	2010	NUM
agb-15	19	30	)	)	PUNCT
agb-15	19	31	.	.	PUNCT
agb-15	20	1	livestock	livestock	NOUN
agb-15	20	2	is	be	AUX
agb-15	20	3	the	the	DET
agb-15	20	4	backbone	backbone	NOUN
agb-15	20	5	of	of	ADP
agb-15	20	6	the	the	DET
agb-15	20	7	agriculture	agriculture	NOUN
agb-15	20	8	sector	sector	NOUN
agb-15	20	9	because	because	SCONJ
agb-15	20	10	it	it	PRON
agb-15	20	11	provides	provide	VERB
agb-15	20	12	approximately	approximately	ADV
agb-15	20	13	56	56	NUM
agb-15	20	14	percent	percent	NOUN
agb-15	20	15	and	and	CCONJ
agb-15	20	16	the	the	DET
agb-15	20	17	agriculture	agriculture	NOUN
agb-15	20	18	sector	sector	NOUN
agb-15	20	19	,	,	PUNCT
agb-15	20	20	which	which	PRON
agb-15	20	21	is	be	AUX
agb-15	20	22	almost	almost	ADV
agb-15	20	23	11	11	NUM
agb-15	20	24	percent	percent	NOUN
agb-15	20	25	in	in	ADP
agb-15	20	26	gross	gross	ADJ
agb-15	20	27	domestic	domestic	ADJ
agb-15	20	28	product	product	NOUN
agb-15	20	29	.	.	PUNCT
agb-15	21	1	milk	milk	NOUN
agb-15	21	2	is	be	AUX
agb-15	21	3	the	the	DET
agb-15	21	4	most	most	ADV
agb-15	21	5	significant	significant	ADJ
agb-15	21	6	indicator	indicator	NOUN
agb-15	21	7	of	of	ADP
agb-15	21	8	livestock	livestock	NOUN
agb-15	21	9	,	,	PUNCT
agb-15	21	10	ranked	rank	VERB
agb-15	21	11	fourth	fourth	ADV
agb-15	21	12	in	in	ADP
agb-15	21	13	worldwide	worldwide	ADJ
agb-15	21	14	milk	milk	NOUN
agb-15	21	15	production	production	NOUN
agb-15	21	16	after	after	ADP
agb-15	21	17	china	china	PROPN
agb-15	21	18	,	,	PUNCT
agb-15	21	19	india	india	PROPN
agb-15	21	20	,	,	PUNCT
agb-15	21	21	and	and	CCONJ
agb-15	21	22	the	the	DET
agb-15	21	23	usa	usa	PROPN
agb-15	21	24	.	.	PROPN
agb-15	21	25	livestock	livestock	NOUN
agb-15	21	26	share	share	NOUN
agb-15	21	27	is	be	AUX
agb-15	21	28	significant	significant	ADJ
agb-15	21	29	because	because	SCONJ
agb-15	21	30	it	it	PRON
agb-15	21	31	plays	play	VERB
agb-15	21	32	a	a	DET
agb-15	21	33	significant	significant	ADJ
agb-15	21	34	role	role	NOUN
agb-15	21	35	in	in	ADP
agb-15	21	36	poverty	poverty	NOUN
agb-15	21	37	reduction	reduction	NOUN
agb-15	21	38	policies	policy	NOUN
agb-15	21	39	(	(	PUNCT
agb-15	21	40	mfac	mfac	NOUN
agb-15	21	41	,	,	PUNCT
agb-15	21	42	2015	2015	NUM
agb-15	21	43	)	)	PUNCT
agb-15	21	44	.	.	PUNCT
agb-15	22	1	being	be	AUX
agb-15	22	2	the	the	DET
agb-15	22	3	most	most	ADV
agb-15	22	4	significant	significant	ADJ
agb-15	22	5	contributor	contributor	NOUN
agb-15	22	6	to	to	ADP
agb-15	22	7	the	the	DET
agb-15	22	8	agricultural	agricultural	ADJ
agb-15	22	9	income	income	NOUN
agb-15	22	10	of	of	ADP
agb-15	22	11	pakistan	pakistan	PROPN
agb-15	22	12	,	,	PUNCT
agb-15	22	13	the	the	DET
agb-15	22	14	livestock	livestock	NOUN
agb-15	22	15	sector	sector	NOUN
agb-15	22	16	has	have	VERB
agb-15	22	17	a	a	DET
agb-15	22	18	significant	significant	ADJ
agb-15	22	19	role	role	NOUN
agb-15	22	20	in	in	ADP
agb-15	22	21	the	the	DET
agb-15	22	22	socioeconomic	socioeconomic	ADJ
agb-15	22	23	uplift	uplift	NOUN
agb-15	22	24	of	of	ADP
agb-15	22	25	rural	rural	ADJ
agb-15	22	26	masses	masse	NOUN
agb-15	22	27	.	.	PUNCT
agb-15	23	1	according	accord	VERB
agb-15	23	2	to	to	ADP
agb-15	23	3	government	government	NOUN
agb-15	23	4	statistics	statistic	NOUN
agb-15	23	5	,	,	PUNCT
agb-15	23	6	there	there	PRON
agb-15	23	7	are	be	VERB
agb-15	23	8	29.56	29.56	NUM
agb-15	23	9	million	million	NUM
agb-15	23	10	cattle	cattle	NOUN
agb-15	23	11	,	,	PUNCT
agb-15	23	12	27.33	27.33	NUM
agb-15	23	13	million	million	NUM
agb-15	23	14	buffaloes	buffalo	NOUN
agb-15	23	15	,	,	PUNCT
agb-15	23	16	26.49	26.49	NUM
agb-15	23	17	million	million	NUM
agb-15	23	18	sheep	sheep	NOUN
agb-15	23	19	,	,	PUNCT
agb-15	23	20	and	and	CCONJ
agb-15	23	21	53.79	53.79	NUM
agb-15	23	22	million	million	NUM
agb-15	23	23	goats	goat	NOUN
agb-15	23	24	in	in	ADP
agb-15	23	25	pakistan	pakistan	PROPN
agb-15	23	26	(	(	PUNCT
agb-15	23	27	government	government	NOUN
agb-15	23	28	of	of	ADP
agb-15	23	29	pakistan	pakistan	PROPN
agb-15	23	30	,	,	PUNCT
agb-15	23	31	2006	2006	NUM
agb-15	23	32	)	)	PUNCT
agb-15	23	33	.	.	PUNCT
agb-15	24	1	nearly	nearly	ADV
agb-15	24	2	8	8	NUM
agb-15	24	3	million	million	NUM
agb-15	24	4	families	family	NOUN
agb-15	24	5	are	be	AUX
agb-15	24	6	engaged	engage	VERB
agb-15	24	7	in	in	ADP
agb-15	24	8	livestock	livestock	NOUN
agb-15	24	9	farming	farming	NOUN
agb-15	24	10	and	and	CCONJ
agb-15	24	11	generating	generate	VERB
agb-15	24	12	more	more	ADJ
agb-15	24	13	than	than	ADP
agb-15	24	14	35	35	NUM
agb-15	24	15	percent	percent	NOUN
agb-15	24	16	income	income	NOUN
agb-15	24	17	from	from	ADP
agb-15	24	18	livestock	livestock	NOUN
agb-15	24	19	production	production	NOUN
agb-15	24	20	activities	activity	NOUN
agb-15	24	21	.	.	PUNCT
agb-15	25	1	so	so	ADV
agb-15	25	2	,	,	PUNCT
agb-15	25	3	it	it	PRON
agb-15	25	4	is	be	AUX
agb-15	25	5	a	a	DET
agb-15	25	6	vital	vital	ADJ
agb-15	25	7	source	source	NOUN
agb-15	25	8	of	of	ADP
agb-15	25	9	cash	cash	NOUN
agb-15	25	10	income	income	NOUN
agb-15	25	11	and	and	CCONJ
agb-15	25	12	often	often	ADV
agb-15	25	13	the	the	DET
agb-15	25	14	only	only	ADJ
agb-15	25	15	source	source	NOUN
agb-15	25	16	of	of	ADP
agb-15	25	17	income	income	NOUN
agb-15	25	18	for	for	ADP
agb-15	25	19	the	the	DET
agb-15	25	20	rural	rural	ADJ
agb-15	25	21	and	and	CCONJ
agb-15	25	22	especially	especially	ADV
agb-15	25	23	the	the	DET
agb-15	25	24	marginal	marginal	ADJ
agb-15	25	25	people	people	NOUN
agb-15	25	26	.	.	PUNCT
agb-15	26	1	during	during	ADP
agb-15	26	2	the	the	DET
agb-15	26	3	economic	economic	ADJ
agb-15	26	4	year	year	NOUN
agb-15	26	5	2015	2015	NUM
agb-15	26	6	-	-	SYM
agb-15	26	7	16	16	NUM
agb-15	26	8	,	,	PUNCT
agb-15	26	9	livestock	livestock	NOUN
agb-15	26	10	contributed	contribute	VERB
agb-15	26	11	approximately	approximately	ADV
agb-15	26	12	58.6	58.6	NUM
agb-15	26	13	percent	percent	NOUN
agb-15	26	14	to	to	ADP
agb-15	26	15	the	the	DET
agb-15	26	16	agriculture	agriculture	NOUN
agb-15	26	17	value	value	NOUN
agb-15	26	18	-	-	PUNCT
agb-15	26	19	added	add	VERB
agb-15	26	20	and	and	CCONJ
agb-15	26	21	11.6	11.6	NUM
agb-15	26	22	percent	percent	NOUN
agb-15	26	23	to	to	ADP
agb-15	26	24	pakistan	pakistan	PROPN
agb-15	26	25	's	's	PART
agb-15	26	26	overall	overall	ADJ
agb-15	26	27	gross	gross	ADJ
agb-15	26	28	domestic	domestic	ADJ
agb-15	26	29	mailto:tusawar.iftikhar@iub.edu.pk	mailto:tusawar.iftikhar@iub.edu.pk	PROPN
agb-15	26	30	mailto:atif.nawaz@iub.edu.pk	mailto:atif.nawaz@iub.edu.pk	ADV
agb-15	26	31	mailto:azhar.bhatti219@gmail.com	mailto:azhar.bhatti219@gmail.com	X
agb-15	26	32	mailto:altafhussain@iub.edu.pk	mailto:altafhussain@iub.edu.pk	NOUN
agb-15	26	33	agbioforum	agbioforum	NOUN
agb-15	26	34	,	,	PUNCT
agb-15	26	35	21(3	21(3	NUM
agb-15	26	36	)	)	PUNCT
agb-15	26	37	,	,	PUNCT
agb-15	26	38	2019	2019	NUM
agb-15	26	39	|	|	ADV
agb-15	26	40	16	16	NUM
agb-15	26	41	ahmad	ahmad	NOUN
agb-15	26	42	,	,	PUNCT
agb-15	26	43	nawaz	nawaz	NOUN
agb-15	26	44	and	and	CCONJ
agb-15	26	45	bhatti	bhatti	PROPN
agb-15	26	46	.	.	PUNCT
agb-15	27	1	—	—	PUNCT
agb-15	27	2	livelihood	livelihood	NOUN
agb-15	27	3	assets	asset	NOUN
agb-15	27	4	and	and	CCONJ
agb-15	27	5	livestock	livestock	NOUN
agb-15	27	6	income	income	NOUN
agb-15	27	7	product	product	NOUN
agb-15	27	8	(	(	PUNCT
agb-15	27	9	gdp	gdp	NOUN
agb-15	27	10	)	)	PUNCT
agb-15	27	11	.	.	PUNCT
agb-15	28	1	while	while	SCONJ
agb-15	28	2	during	during	ADP
agb-15	28	3	the	the	DET
agb-15	28	4	same	same	ADJ
agb-15	28	5	period	period	NOUN
agb-15	28	6	,	,	PUNCT
agb-15	28	7	gross	gross	ADJ
agb-15	28	8	value	value	NOUN
agb-15	28	9	addition	addition	NOUN
agb-15	28	10	of	of	ADP
agb-15	28	11	livestock	livestock	NOUN
agb-15	28	12	at	at	ADP
agb-15	28	13	the	the	DET
agb-15	28	14	constant	constant	ADJ
agb-15	28	15	cost	cost	NOUN
agb-15	28	16	factor	factor	NOUN
agb-15	28	17	of	of	ADP
agb-15	28	18	2005	2005	NUM
agb-15	28	19	-	-	SYM
agb-15	28	20	06	06	NUM
agb-15	28	21	remained	remain	VERB
agb-15	28	22	rs	rs	ADJ
agb-15	28	23	.	.	PUNCT
agb-15	29	1	1292	1292	NUM
agb-15	29	2	billion	billion	NUM
agb-15	29	3	,	,	PUNCT
agb-15	29	4	showing	show	VERB
agb-15	29	5	an	an	DET
agb-15	29	6	increase	increase	NOUN
agb-15	29	7	of	of	ADP
agb-15	29	8	3.63	3.63	NUM
agb-15	29	9	percent	percent	NOUN
agb-15	29	10	over	over	ADP
agb-15	29	11	the	the	DET
agb-15	29	12	same	same	ADJ
agb-15	29	13	period	period	NOUN
agb-15	29	14	last	last	ADJ
agb-15	29	15	year	year	NOUN
agb-15	29	16	(	(	PUNCT
agb-15	29	17	government	government	NOUN
agb-15	29	18	of	of	ADP
agb-15	29	19	pakistan	pakistan	PROPN
agb-15	29	20	,	,	PUNCT
agb-15	29	21	2017	2017	NUM
agb-15	29	22	)	)	PUNCT
agb-15	29	23	.	.	PUNCT
agb-15	30	1	so	so	ADV
agb-15	30	2	,	,	PUNCT
agb-15	30	3	for	for	ADP
agb-15	30	4	sustainable	sustainable	ADJ
agb-15	30	5	agriculture	agriculture	NOUN
agb-15	30	6	development	development	NOUN
agb-15	30	7	government	government	NOUN
agb-15	30	8	of	of	ADP
agb-15	30	9	pakistan	pakistan	PROPN
agb-15	30	10	needs	need	NOUN
agb-15	30	11	to	to	PART
agb-15	30	12	improve	improve	VERB
agb-15	30	13	and	and	CCONJ
agb-15	30	14	expand	expand	VERB
agb-15	30	15	the	the	DET
agb-15	30	16	livestock	livestock	NOUN
agb-15	30	17	and	and	CCONJ
agb-15	30	18	dairy	dairy	NOUN
agb-15	30	19	products	product	NOUN
agb-15	30	20	industry	industry	NOUN
agb-15	30	21	.	.	PUNCT
agb-15	31	1	the	the	DET
agb-15	31	2	livestock	livestock	NOUN
agb-15	31	3	sector	sector	NOUN
agb-15	31	4	requires	require	VERB
agb-15	31	5	proper	proper	ADJ
agb-15	31	6	attention	attention	NOUN
agb-15	31	7	to	to	PART
agb-15	31	8	achieve	achieve	VERB
agb-15	31	9	multiple	multiple	ADJ
agb-15	31	10	objectives	objective	NOUN
agb-15	31	11	,	,	PUNCT
agb-15	31	12	including	include	VERB
agb-15	31	13	food	food	NOUN
agb-15	31	14	security	security	NOUN
agb-15	31	15	,	,	PUNCT
agb-15	31	16	rural	rural	ADJ
agb-15	31	17	workforce	workforce	NOUN
agb-15	31	18	absorption	absorption	NOUN
agb-15	31	19	,	,	PUNCT
agb-15	31	20	and	and	CCONJ
agb-15	31	21	poverty	poverty	NOUN
agb-15	31	22	alleviation	alleviation	NOUN
agb-15	31	23	.	.	PUNCT
agb-15	32	1	for	for	ADP
agb-15	32	2	a	a	DET
agb-15	32	3	sustained	sustained	ADJ
agb-15	32	4	contribution	contribution	NOUN
agb-15	32	5	of	of	ADP
agb-15	32	6	the	the	DET
agb-15	32	7	livestock	livestock	NOUN
agb-15	32	8	sector	sector	NOUN
agb-15	32	9	to	to	PART
agb-15	32	10	reduce	reduce	VERB
agb-15	32	11	poverty	poverty	NOUN
agb-15	32	12	and	and	CCONJ
agb-15	32	13	raise	raise	VERB
agb-15	32	14	the	the	DET
agb-15	32	15	income	income	NOUN
agb-15	32	16	of	of	ADP
agb-15	32	17	the	the	DET
agb-15	32	18	people	people	NOUN
agb-15	32	19	who	who	PRON
agb-15	32	20	earn	earn	VERB
agb-15	32	21	their	their	PRON
agb-15	32	22	livelihoods	livelihood	NOUN
agb-15	32	23	from	from	ADP
agb-15	32	24	livestock	livestock	NOUN
agb-15	32	25	,	,	PUNCT
agb-15	32	26	it	it	PRON
agb-15	32	27	is	be	AUX
agb-15	32	28	necessary	necessary	ADJ
agb-15	32	29	to	to	PART
agb-15	32	30	develop	develop	VERB
agb-15	32	31	a	a	DET
agb-15	32	32	good	good	ADJ
agb-15	32	33	understanding	understanding	NOUN
agb-15	32	34	of	of	ADP
agb-15	32	35	how	how	SCONJ
agb-15	32	36	the	the	DET
agb-15	32	37	multifunctionality	multifunctionality	NOUN
agb-15	32	38	of	of	ADP
agb-15	32	39	the	the	DET
agb-15	32	40	livestock	livestock	NOUN
agb-15	32	41	can	can	AUX
agb-15	32	42	be	be	AUX
agb-15	32	43	improved	improve	VERB
agb-15	32	44	(	(	PUNCT
agb-15	32	45	moyo	moyo	PROPN
agb-15	32	46	&	&	CCONJ
agb-15	32	47	swanepoel	swanepoel	PROPN
agb-15	32	48	,	,	PUNCT
agb-15	32	49	2010	2010	NUM
agb-15	32	50	)	)	PUNCT
agb-15	32	51	.	.	PUNCT
agb-15	33	1	the	the	DET
agb-15	33	2	low	low	ADJ
agb-15	33	3	productivity	productivity	NOUN
agb-15	33	4	of	of	ADP
agb-15	33	5	livestock	livestock	NOUN
agb-15	33	6	can	can	AUX
agb-15	33	7	be	be	AUX
agb-15	33	8	attributed	attribute	VERB
agb-15	33	9	to	to	ADP
agb-15	33	10	several	several	ADJ
agb-15	33	11	factors	factor	NOUN
agb-15	33	12	(	(	PUNCT
agb-15	33	13	mafawi	mafawi	NOUN
agb-15	33	14	,	,	PUNCT
agb-15	33	15	2010	2010	NUM
agb-15	33	16	)	)	PUNCT
agb-15	33	17	.	.	PUNCT
agb-15	34	1	many	many	ADJ
agb-15	34	2	social	social	ADJ
agb-15	34	3	patterns	pattern	NOUN
agb-15	34	4	can	can	AUX
agb-15	34	5	have	have	VERB
agb-15	34	6	their	their	PRON
agb-15	34	7	roles	role	NOUN
agb-15	34	8	in	in	ADP
agb-15	34	9	manipulating	manipulate	VERB
agb-15	34	10	livestock	livestock	NOUN
agb-15	34	11	production	production	NOUN
agb-15	34	12	system	system	NOUN
agb-15	34	13	,	,	PUNCT
agb-15	34	14	and	and	CCONJ
agb-15	34	15	household	household	NOUN
agb-15	34	16	characteristics	characteristic	NOUN
agb-15	34	17	are	be	AUX
agb-15	34	18	supposed	suppose	VERB
agb-15	34	19	to	to	PART
agb-15	34	20	be	be	AUX
agb-15	34	21	influencing	influence	VERB
agb-15	34	22	livestock	livestock	NOUN
agb-15	34	23	production	production	NOUN
agb-15	34	24	and	and	CCONJ
agb-15	34	25	income	income	NOUN
agb-15	34	26	(	(	PUNCT
agb-15	34	27	a.	a.	NOUN
agb-15	34	28	m.	m.	PROPN
agb-15	34	29	ibrahim	ibrahim	PROPN
agb-15	34	30	,	,	PUNCT
agb-15	34	31	shiwei	shiwei	PROPN
agb-15	34	32	,	,	PUNCT
agb-15	34	33	&	&	CCONJ
agb-15	34	34	wen	wen	PROPN
agb-15	34	35	,	,	PUNCT
agb-15	34	36	2013	2013	NUM
agb-15	34	37	)	)	PUNCT
agb-15	34	38	.	.	PUNCT
agb-15	35	1	a	a	DET
agb-15	35	2	general	general	ADJ
agb-15	35	3	socioeconomic	socioeconomic	ADJ
agb-15	35	4	profile	profile	NOUN
agb-15	35	5	of	of	ADP
agb-15	35	6	farming	farming	NOUN
agb-15	35	7	households	household	NOUN
agb-15	35	8	depicts	depict	VERB
agb-15	35	9	that	that	SCONJ
agb-15	35	10	a	a	DET
agb-15	35	11	large	large	ADJ
agb-15	35	12	majority	majority	NOUN
agb-15	35	13	of	of	ADP
agb-15	35	14	households	household	NOUN
agb-15	35	15	in	in	ADP
agb-15	35	16	the	the	DET
agb-15	35	17	farming	farming	NOUN
agb-15	35	18	communities	community	NOUN
agb-15	35	19	consists	consist	VERB
agb-15	35	20	of	of	ADP
agb-15	35	21	large	large	ADJ
agb-15	35	22	compound	compound	NOUN
agb-15	35	23	houses	house	NOUN
agb-15	35	24	of	of	ADP
agb-15	35	25	which	which	PRON
agb-15	35	26	a	a	DET
agb-15	35	27	large	large	ADJ
agb-15	35	28	number	number	NOUN
agb-15	35	29	is	be	AUX
agb-15	35	30	headed	head	VERB
agb-15	35	31	by	by	ADP
agb-15	35	32	a	a	DET
agb-15	35	33	male	male	NOUN
agb-15	35	34	and	and	CCONJ
agb-15	35	35	only	only	ADV
agb-15	35	36	a	a	DET
agb-15	35	37	tiny	tiny	ADJ
agb-15	35	38	fraction	fraction	NOUN
agb-15	35	39	by	by	ADP
agb-15	35	40	the	the	DET
agb-15	35	41	female	female	NOUN
agb-15	35	42	.	.	PUNCT
agb-15	36	1	the	the	DET
agb-15	36	2	majority	majority	NOUN
agb-15	36	3	of	of	ADP
agb-15	36	4	household	household	NOUN
agb-15	36	5	heads	head	NOUN
agb-15	36	6	are	be	AUX
agb-15	36	7	illiterate	illiterate	ADJ
agb-15	36	8	or	or	CCONJ
agb-15	36	9	are	be	AUX
agb-15	36	10	less	less	ADV
agb-15	36	11	educated	educate	VERB
agb-15	36	12	(	(	PUNCT
agb-15	36	13	ahmad	ahmad	PROPN
agb-15	36	14	,	,	PUNCT
agb-15	36	15	raza	raza	PROPN
agb-15	36	16	,	,	PUNCT
agb-15	36	17	&	&	CCONJ
agb-15	36	18	saif	saif	PROPN
agb-15	36	19	,	,	PUNCT
agb-15	36	20	2015	2015	NUM
agb-15	36	21	)	)	PUNCT
agb-15	36	22	,	,	PUNCT
agb-15	36	23	and	and	CCONJ
agb-15	36	24	the	the	DET
agb-15	36	25	average	average	ADJ
agb-15	36	26	family	family	NOUN
agb-15	36	27	size	size	NOUN
agb-15	36	28	of	of	ADP
agb-15	36	29	livestock	livestock	NOUN
agb-15	36	30	producers	producer	NOUN
agb-15	36	31	is	be	AUX
agb-15	36	32	very	very	ADV
agb-15	36	33	large	large	ADJ
agb-15	36	34	(	(	PUNCT
agb-15	36	35	elzaki	elzaki	NOUN
agb-15	36	36	,	,	PUNCT
agb-15	36	37	alla	alla	NOUN
agb-15	36	38	ahmed	ahmed	PROPN
agb-15	36	39	,	,	PUNCT
agb-15	36	40	elbushra	elbushra	PROPN
agb-15	36	41	,	,	PUNCT
agb-15	36	42	&	&	CCONJ
agb-15	36	43	ahmed	ahmed	PROPN
agb-15	36	44	,	,	PUNCT
agb-15	36	45	2010	2010	NUM
agb-15	36	46	)	)	PUNCT
agb-15	36	47	.	.	PUNCT
agb-15	37	1	mixed	mixed	ADJ
agb-15	37	2	farming	farming	NOUN
agb-15	37	3	implies	imply	VERB
agb-15	37	4	an	an	DET
agb-15	37	5	agricultural	agricultural	ADJ
agb-15	37	6	system	system	NOUN
agb-15	37	7	where	where	SCONJ
agb-15	37	8	crop	crop	NOUN
agb-15	37	9	production	production	NOUN
agb-15	37	10	and	and	CCONJ
agb-15	37	11	livestock	livestock	NOUN
agb-15	37	12	raising	raising	NOUN
agb-15	37	13	activities	activity	NOUN
agb-15	37	14	are	be	AUX
agb-15	37	15	simultaneously	simultaneously	ADV
agb-15	37	16	practiced	practice	VERB
agb-15	37	17	to	to	PART
agb-15	37	18	increase	increase	VERB
agb-15	37	19	farm	farm	NOUN
agb-15	37	20	income	income	NOUN
agb-15	37	21	.	.	PUNCT
agb-15	38	1	small	small	ADJ
agb-15	38	2	farmers	farmer	NOUN
agb-15	38	3	and	and	CCONJ
agb-15	38	4	landless	landless	ADJ
agb-15	38	5	rural	rural	ADJ
agb-15	38	6	households	household	NOUN
agb-15	38	7	makeup	makeup	VERB
agb-15	38	8	90	90	NUM
agb-15	38	9	%	%	NOUN
agb-15	38	10	of	of	ADP
agb-15	38	11	livestock	livestock	NOUN
agb-15	38	12	ownership	ownership	NOUN
agb-15	38	13	and	and	CCONJ
agb-15	38	14	are	be	AUX
agb-15	38	15	dependent	dependent	ADJ
agb-15	38	16	heavily	heavily	ADV
agb-15	38	17	on	on	ADP
agb-15	38	18	income	income	NOUN
agb-15	38	19	from	from	ADP
agb-15	38	20	the	the	DET
agb-15	38	21	sale	sale	NOUN
agb-15	38	22	of	of	ADP
agb-15	38	23	milk	milk	NOUN
agb-15	38	24	and	and	CCONJ
agb-15	38	25	animals	animal	NOUN
agb-15	38	26	to	to	PART
agb-15	38	27	meet	meet	VERB
agb-15	38	28	their	their	PRON
agb-15	38	29	routine	routine	ADJ
agb-15	38	30	household	household	NOUN
agb-15	38	31	expenses	expense	NOUN
agb-15	38	32	and	and	CCONJ
agb-15	38	33	nutritional	nutritional	ADJ
agb-15	38	34	intake	intake	NOUN
agb-15	38	35	.	.	PUNCT
agb-15	39	1	even	even	ADV
agb-15	39	2	in	in	ADP
agb-15	39	3	the	the	DET
agb-15	39	4	mixed	mixed	ADJ
agb-15	39	5	farming	farming	NOUN
agb-15	39	6	systems	system	NOUN
agb-15	39	7	,	,	PUNCT
agb-15	39	8	livestock	livestock	NOUN
agb-15	39	9	is	be	AUX
agb-15	39	10	the	the	DET
agb-15	39	11	primary	primary	ADJ
agb-15	39	12	source	source	NOUN
agb-15	39	13	of	of	ADP
agb-15	39	14	income	income	NOUN
agb-15	39	15	for	for	ADP
agb-15	39	16	rural	rural	ADJ
agb-15	39	17	households	household	NOUN
agb-15	39	18	and	and	CCONJ
agb-15	39	19	a	a	DET
agb-15	39	20	source	source	NOUN
agb-15	39	21	of	of	ADP
agb-15	39	22	productive	productive	ADJ
agb-15	39	23	employment	employment	NOUN
agb-15	39	24	for	for	ADP
agb-15	39	25	the	the	DET
agb-15	39	26	poor	poor	ADJ
agb-15	39	27	and	and	CCONJ
agb-15	39	28	women	woman	NOUN
agb-15	39	29	(	(	PUNCT
agb-15	39	30	rahman	rahman	PROPN
agb-15	39	31	et	et	PROPN
agb-15	39	32	al	al	PROPN
agb-15	39	33	.	.	PROPN
agb-15	39	34	,	,	PUNCT
agb-15	39	35	2008	2008	NUM
agb-15	39	36	;	;	PUNCT
agb-15	39	37	reshma	reshma	PROPN
agb-15	39	38	,	,	PUNCT
agb-15	39	39	natikar	natikar	NOUN
agb-15	39	40	,	,	PUNCT
agb-15	39	41	biradar	biradar	NOUN
agb-15	39	42	,	,	PUNCT
agb-15	39	43	mundinamani	mundinamani	PROPN
agb-15	39	44	,	,	PUNCT
agb-15	39	45	&	&	CCONJ
agb-15	39	46	havaldar	havaldar	PROPN
agb-15	39	47	,	,	PUNCT
agb-15	39	48	2014	2014	NUM
agb-15	39	49	)	)	PUNCT
agb-15	39	50	.	.	PUNCT
agb-15	40	1	the	the	DET
agb-15	40	2	livestock	livestock	NOUN
agb-15	40	3	plays	play	VERB
agb-15	40	4	a	a	DET
agb-15	40	5	significant	significant	ADJ
agb-15	40	6	role	role	NOUN
agb-15	40	7	in	in	ADP
agb-15	40	8	a	a	DET
agb-15	40	9	consumptionsmoothening	consumptionsmoothene	VERB
agb-15	40	10	measure	measure	NOUN
agb-15	40	11	under	under	ADP
agb-15	40	12	income	income	NOUN
agb-15	40	13	and	and	CCONJ
agb-15	40	14	price	price	NOUN
agb-15	40	15	risk	risk	NOUN
agb-15	40	16	in	in	ADP
agb-15	40	17	mixed	mixed	ADJ
agb-15	40	18	farming	farming	NOUN
agb-15	40	19	systems	system	NOUN
agb-15	40	20	of	of	ADP
agb-15	40	21	punjab	punjab	ADJ
agb-15	40	22	province	province	NOUN
agb-15	40	23	of	of	ADP
agb-15	40	24	pakistan	pakistan	PROPN
agb-15	40	25	(	(	PUNCT
agb-15	40	26	kurosaki	kurosaki	PROPN
agb-15	40	27	,	,	PUNCT
agb-15	40	28	1995	1995	NUM
agb-15	40	29	)	)	PUNCT
agb-15	40	30	.	.	PUNCT
agb-15	41	1	moreover	moreover	ADV
agb-15	41	2	,	,	PUNCT
agb-15	41	3	livestock	livestock	NOUN
agb-15	41	4	holding	holding	NOUN
agb-15	41	5	is	be	AUX
agb-15	41	6	known	know	VERB
agb-15	41	7	to	to	PART
agb-15	41	8	reduce	reduce	VERB
agb-15	41	9	income	income	NOUN
agb-15	41	10	variability	variability	NOUN
agb-15	41	11	and	and	CCONJ
agb-15	41	12	act	act	VERB
agb-15	41	13	as	as	ADP
agb-15	41	14	a	a	DET
agb-15	41	15	buffer	buffer	NOUN
agb-15	41	16	that	that	PRON
agb-15	41	17	saves	save	VERB
agb-15	41	18	from	from	ADP
agb-15	41	19	abject	abject	ADJ
agb-15	41	20	poverty	poverty	NOUN
agb-15	41	21	and	and	CCONJ
agb-15	41	22	miseries	misery	NOUN
agb-15	41	23	of	of	ADP
agb-15	41	24	life	life	NOUN
agb-15	41	25	.	.	PUNCT
agb-15	42	1	a	a	DET
agb-15	42	2	number	number	NOUN
agb-15	42	3	of	of	ADP
agb-15	42	4	studies	study	NOUN
agb-15	42	5	akram	akram	PROPN
agb-15	42	6	,	,	PUNCT
agb-15	42	7	naz	naz	PROPN
agb-15	42	8	,	,	PUNCT
agb-15	42	9	and	and	CCONJ
agb-15	42	10	ali	ali	PROPN
agb-15	42	11	(	(	PUNCT
agb-15	42	12	2011	2011	NUM
agb-15	42	13	)	)	PUNCT
agb-15	42	14	;	;	PUNCT
agb-15	42	15	kassa	kassa	X
agb-15	42	16	(	(	PUNCT
agb-15	42	17	2014	2014	NUM
agb-15	42	18	)	)	PUNCT
agb-15	42	19	;	;	PUNCT
agb-15	42	20	urgessa	urgessa	ADJ
agb-15	42	21	(	(	PUNCT
agb-15	42	22	2015	2015	NUM
agb-15	42	23	)	)	PUNCT
agb-15	42	24	are	be	AUX
agb-15	42	25	there	there	ADV
agb-15	42	26	on	on	ADP
agb-15	42	27	the	the	DET
agb-15	42	28	determinants	determinant	NOUN
agb-15	42	29	of	of	ADP
agb-15	42	30	rural	rural	ADJ
agb-15	42	31	household	household	NOUN
agb-15	42	32	income	income	NOUN
agb-15	42	33	,	,	PUNCT
agb-15	42	34	but	but	CCONJ
agb-15	42	35	only	only	ADV
agb-15	42	36	a	a	DET
agb-15	42	37	few	few	ADJ
agb-15	42	38	studies	study	NOUN
agb-15	42	39	derib	derib	PROPN
agb-15	42	40	(	(	PUNCT
agb-15	42	41	2010	2010	NUM
agb-15	42	42	)	)	PUNCT
agb-15	42	43	;	;	PUNCT
agb-15	42	44	iiyama	iiyama	PROPN
agb-15	42	45	(	(	PUNCT
agb-15	42	46	2006	2006	NUM
agb-15	42	47	)	)	PUNCT
agb-15	42	48	are	be	AUX
agb-15	42	49	relating	relate	VERB
agb-15	42	50	specifically	specifically	ADV
agb-15	42	51	to	to	ADP
agb-15	42	52	the	the	DET
agb-15	42	53	determinants	determinant	NOUN
agb-15	42	54	of	of	ADP
agb-15	42	55	livestock	livestock	NOUN
agb-15	42	56	income	income	NOUN
agb-15	42	57	.	.	PUNCT
agb-15	43	1	in	in	ADP
agb-15	43	2	the	the	DET
agb-15	43	3	rural	rural	ADJ
agb-15	43	4	scenario	scenario	NOUN
agb-15	43	5	of	of	ADP
agb-15	43	6	punjab	punjab	PROPN
agb-15	43	7	,	,	PUNCT
agb-15	43	8	a	a	DET
agb-15	43	9	large	large	ADJ
agb-15	43	10	number	number	NOUN
agb-15	43	11	of	of	ADP
agb-15	43	12	farmers	farmer	NOUN
agb-15	43	13	are	be	AUX
agb-15	43	14	illiterate	illiterate	ADJ
agb-15	43	15	,	,	PUNCT
agb-15	43	16	small	small	ADJ
agb-15	43	17	landholders	landholder	NOUN
agb-15	43	18	,	,	PUNCT
agb-15	43	19	and	and	CCONJ
agb-15	43	20	resource	resource	NOUN
agb-15	43	21	deficient	deficient	ADJ
agb-15	43	22	.	.	PUNCT
agb-15	44	1	these	these	DET
agb-15	44	2	farming	farming	NOUN
agb-15	44	3	communities	community	NOUN
agb-15	44	4	can	can	AUX
agb-15	44	5	gain	gain	VERB
agb-15	44	6	better	well	ADJ
agb-15	44	7	income	income	NOUN
agb-15	44	8	from	from	ADP
agb-15	44	9	livestock	livestock	NOUN
agb-15	44	10	through	through	ADP
agb-15	44	11	proper	proper	ADJ
agb-15	44	12	employment	employment	NOUN
agb-15	44	13	and	and	CCONJ
agb-15	44	14	utilization	utilization	NOUN
agb-15	44	15	of	of	ADP
agb-15	44	16	their	their	PRON
agb-15	44	17	natural	natural	ADJ
agb-15	44	18	,	,	PUNCT
agb-15	44	19	human	human	ADJ
agb-15	44	20	,	,	PUNCT
agb-15	44	21	and	and	CCONJ
agb-15	44	22	financial	financial	ADJ
agb-15	44	23	resources	resource	NOUN
agb-15	44	24	.	.	PUNCT
agb-15	45	1	the	the	DET
agb-15	45	2	present	present	ADJ
agb-15	45	3	article	article	NOUN
agb-15	45	4	is	be	AUX
agb-15	45	5	novel	novel	ADJ
agb-15	45	6	because	because	SCONJ
agb-15	45	7	it	it	PRON
agb-15	45	8	focuses	focus	VERB
agb-15	45	9	on	on	ADP
agb-15	45	10	the	the	DET
agb-15	45	11	characteristics	characteristic	NOUN
agb-15	45	12	of	of	ADP
agb-15	45	13	the	the	DET
agb-15	45	14	livestock	livestock	NOUN
agb-15	45	15	farming	farming	NOUN
agb-15	45	16	households	household	NOUN
agb-15	45	17	(	(	PUNCT
agb-15	45	18	in	in	ADP
agb-15	45	19	mixed	mixed	ADJ
agb-15	45	20	crop	crop	NOUN
agb-15	45	21	-	-	PUNCT
agb-15	45	22	livestock	livestock	NOUN
agb-15	45	23	farming	farming	NOUN
agb-15	45	24	system	system	NOUN
agb-15	45	25	)	)	PUNCT
agb-15	45	26	concerning	concern	VERB
agb-15	45	27	their	their	PRON
agb-15	45	28	livelihood	livelihood	NOUN
agb-15	45	29	assets	asset	NOUN
agb-15	45	30	utilization	utilization	NOUN
agb-15	45	31	status	status	NOUN
agb-15	45	32	.	.	PUNCT
agb-15	46	1	the	the	DET
agb-15	46	2	prime	prime	ADJ
agb-15	46	3	focus	focus	NOUN
agb-15	46	4	is	be	AUX
agb-15	46	5	on	on	ADP
agb-15	46	6	the	the	DET
agb-15	46	7	investigation	investigation	NOUN
agb-15	46	8	of	of	ADP
agb-15	46	9	the	the	DET
agb-15	46	10	role	role	NOUN
agb-15	46	11	of	of	ADP
agb-15	46	12	financial	financial	ADJ
agb-15	46	13	capital	capital	NOUN
agb-15	46	14	in	in	ADP
agb-15	46	15	impacting	impact	VERB
agb-15	46	16	livestock	livestock	NOUN
agb-15	46	17	income	income	NOUN
agb-15	46	18	.	.	PUNCT
agb-15	47	1	hence	hence	ADV
agb-15	47	2	,	,	PUNCT
agb-15	47	3	the	the	DET
agb-15	47	4	current	current	ADJ
agb-15	47	5	study	study	NOUN
agb-15	47	6	intends	intend	VERB
agb-15	47	7	to	to	PART
agb-15	47	8	gauge	gauge	VERB
agb-15	47	9	the	the	DET
agb-15	47	10	response	response	NOUN
agb-15	47	11	of	of	ADP
agb-15	47	12	income	income	NOUN
agb-15	47	13	earned	earn	VERB
agb-15	47	14	from	from	ADP
agb-15	47	15	livestock	livestock	NOUN
agb-15	47	16	to	to	ADP
agb-15	47	17	the	the	DET
agb-15	47	18	utilization	utilization	NOUN
agb-15	47	19	of	of	ADP
agb-15	47	20	livelihood	livelihood	NOUN
agb-15	47	21	assets	asset	NOUN
agb-15	47	22	.	.	PUNCT
agb-15	48	1	however	however	ADV
agb-15	48	2	,	,	PUNCT
agb-15	48	3	income	income	NOUN
agb-15	48	4	earned	earn	VERB
agb-15	48	5	from	from	ADP
agb-15	48	6	livestock	livestock	NOUN
agb-15	48	7	could	could	AUX
agb-15	48	8	be	be	AUX
agb-15	48	9	an	an	DET
agb-15	48	10	outcome	outcome	NOUN
agb-15	48	11	of	of	ADP
agb-15	48	12	multiple	multiple	ADJ
agb-15	48	13	factors	factor	NOUN
agb-15	48	14	like	like	ADP
agb-15	48	15	socioeconomic	socioeconomic	ADJ
agb-15	48	16	,	,	PUNCT
agb-15	48	17	climatic	climatic	ADJ
agb-15	48	18	,	,	PUNCT
agb-15	48	19	physical	physical	ADJ
agb-15	48	20	,	,	PUNCT
agb-15	48	21	financial	financial	ADJ
agb-15	48	22	,	,	PUNCT
agb-15	48	23	and	and	CCONJ
agb-15	48	24	others	other	NOUN
agb-15	48	25	.	.	PUNCT
agb-15	49	1	but	but	CCONJ
agb-15	49	2	four	four	NUM
agb-15	49	3	kinds	kind	NOUN
agb-15	49	4	of	of	ADP
agb-15	49	5	livelihood	livelihood	NOUN
agb-15	49	6	assets	asset	NOUN
agb-15	49	7	—	—	PUNCT
agb-15	49	8	natural	natural	ADJ
agb-15	49	9	assets	asset	NOUN
agb-15	49	10	,	,	PUNCT
agb-15	49	11	human	human	ADJ
agb-15	49	12	assets	asset	NOUN
agb-15	49	13	,	,	PUNCT
agb-15	49	14	physical	physical	ADJ
agb-15	49	15	assets	asset	NOUN
agb-15	49	16	,	,	PUNCT
agb-15	49	17	and	and	CCONJ
agb-15	49	18	financial	financial	ADJ
agb-15	49	19	assets	asset	NOUN
agb-15	49	20	—	—	PUNCT
agb-15	49	21	are	be	AUX
agb-15	49	22	also	also	ADV
agb-15	49	23	associated	associate	VERB
agb-15	49	24	with	with	ADP
agb-15	49	25	earned	earn	VERB
agb-15	49	26	income	income	NOUN
agb-15	49	27	.	.	PUNCT
agb-15	50	1	so	so	ADV
agb-15	50	2	,	,	PUNCT
agb-15	50	3	the	the	DET
agb-15	50	4	present	present	ADJ
agb-15	50	5	study	study	NOUN
agb-15	50	6	explicitly	explicitly	ADV
agb-15	50	7	undertakes	undertake	VERB
agb-15	50	8	these	these	DET
agb-15	50	9	four	four	NUM
agb-15	50	10	livelihood	livelihood	NOUN
agb-15	50	11	assets	asset	NOUN
agb-15	50	12	as	as	ADP
agb-15	50	13	the	the	DET
agb-15	50	14	explanatory	explanatory	ADJ
agb-15	50	15	factors	factor	NOUN
agb-15	50	16	to	to	PART
agb-15	50	17	investigate	investigate	VERB
agb-15	50	18	the	the	DET
agb-15	50	19	response	response	NOUN
agb-15	50	20	pattern	pattern	NOUN
agb-15	50	21	of	of	ADP
agb-15	50	22	income	income	NOUN
agb-15	50	23	earned	earn	VERB
agb-15	50	24	from	from	ADP
agb-15	50	25	livestock	livestock	NOUN
agb-15	50	26	to	to	ADP
agb-15	50	27	these	these	DET
agb-15	50	28	assets	asset	NOUN
agb-15	50	29	.	.	PUNCT
agb-15	51	1	2	2	X
agb-15	51	2	.	.	X
agb-15	51	3	materials	material	NOUN
agb-15	51	4	and	and	CCONJ
agb-15	51	5	methods	method	NOUN
agb-15	51	6	2.1	2.1	NUM
agb-15	51	7	.	.	PUNCT
agb-15	52	1	the	the	DET
agb-15	52	2	study	study	NOUN
agb-15	52	3	area	area	NOUN
agb-15	52	4	,	,	PUNCT
agb-15	52	5	sampling	sampling	NOUN
agb-15	52	6	,	,	PUNCT
agb-15	52	7	and	and	CCONJ
agb-15	52	8	data	data	VERB
agb-15	52	9	the	the	DET
agb-15	52	10	present	present	ADJ
agb-15	52	11	study	study	NOUN
agb-15	52	12	is	be	AUX
agb-15	52	13	based	base	VERB
agb-15	52	14	on	on	ADP
agb-15	52	15	primary	primary	ADJ
agb-15	52	16	data	datum	NOUN
agb-15	52	17	collected	collect	VERB
agb-15	52	18	from	from	ADP
agb-15	52	19	three	three	NUM
agb-15	52	20	regions	region	NOUN
agb-15	52	21	(	(	PUNCT
agb-15	52	22	northern	northern	ADJ
agb-15	52	23	,	,	PUNCT
agb-15	52	24	central	central	ADJ
agb-15	52	25	,	,	PUNCT
agb-15	52	26	and	and	CCONJ
agb-15	52	27	southern	southern	ADJ
agb-15	52	28	)	)	PUNCT
agb-15	52	29	of	of	ADP
agb-15	52	30	punjab	punjab	NOUN
agb-15	52	31	as	as	ADP
agb-15	52	32	punjab	punjab	PROPN
agb-15	52	33	is	be	AUX
agb-15	52	34	the	the	DET
agb-15	52	35	most	most	ADV
agb-15	52	36	important	important	ADJ
agb-15	52	37	province	province	NOUN
agb-15	52	38	of	of	ADP
agb-15	52	39	pakistan	pakistan	PROPN
agb-15	52	40	in	in	ADP
agb-15	52	41	terms	term	NOUN
agb-15	52	42	of	of	ADP
agb-15	52	43	mixed	mixed	ADJ
agb-15	52	44	farming	farming	NOUN
agb-15	52	45	.	.	PUNCT
agb-15	53	1	out	out	ADP
agb-15	53	2	of	of	ADP
agb-15	53	3	79.61	79.61	NUM
agb-15	53	4	million	million	NUM
agb-15	53	5	hectares	hectare	NOUN
agb-15	53	6	of	of	ADP
agb-15	53	7	the	the	DET
agb-15	53	8	total	total	ADJ
agb-15	53	9	land	land	NOUN
agb-15	53	10	area	area	NOUN
agb-15	53	11	of	of	ADP
agb-15	53	12	pakistan	pakistan	PROPN
agb-15	53	13	,	,	PUNCT
agb-15	53	14	20.63	20.63	NUM
agb-15	53	15	million	million	NUM
agb-15	53	16	hectares	hectare	NOUN
agb-15	53	17	(	(	PUNCT
agb-15	53	18	about	about	ADV
agb-15	53	19	26	26	NUM
agb-15	53	20	%	%	NOUN
agb-15	53	21	of	of	ADP
agb-15	53	22	the	the	DET
agb-15	53	23	total	total	ADJ
agb-15	53	24	)	)	PUNCT
agb-15	53	25	area	area	NOUN
agb-15	53	26	is	be	AUX
agb-15	53	27	of	of	ADP
agb-15	53	28	the	the	DET
agb-15	53	29	punjab	punjab	ADJ
agb-15	53	30	province	province	NOUN
agb-15	53	31	.	.	PUNCT
agb-15	54	1	moreover	moreover	ADV
agb-15	54	2	,	,	PUNCT
agb-15	54	3	this	this	DET
agb-15	54	4	province	province	NOUN
agb-15	54	5	occupies	occupy	VERB
agb-15	54	6	59.3	59.3	NUM
agb-15	54	7	%	%	NOUN
agb-15	54	8	and	and	CCONJ
agb-15	54	9	72.0	72.0	NUM
agb-15	54	10	%	%	NOUN
agb-15	54	11	of	of	ADP
agb-15	54	12	the	the	DET
agb-15	54	13	country	country	NOUN
agb-15	54	14	's	's	PART
agb-15	54	15	cultivated	cultivate	VERB
agb-15	54	16	and	and	CCONJ
agb-15	54	17	cropped	cropped	ADJ
agb-15	54	18	area	area	NOUN
agb-15	54	19	.	.	PUNCT
agb-15	55	1	likewise	likewise	ADV
agb-15	55	2	,	,	PUNCT
agb-15	55	3	punjab	punjab	PROPN
agb-15	55	4	has	have	VERB
agb-15	55	5	the	the	DET
agb-15	55	6	colossal	colossal	ADJ
agb-15	55	7	livestock	livestock	NOUN
agb-15	55	8	holdings	holding	NOUN
agb-15	55	9	'	'	PART
agb-15	55	10	share	share	NOUN
agb-15	55	11	in	in	ADP
agb-15	55	12	the	the	DET
agb-15	55	13	country	country	NOUN
agb-15	55	14	's	's	PART
agb-15	55	15	total	total	ADJ
agb-15	55	16	livestock	livestock	NOUN
agb-15	55	17	population	population	NOUN
agb-15	55	18	,	,	PUNCT
agb-15	55	19	including	include	VERB
agb-15	55	20	cattle	cattle	NOUN
agb-15	55	21	(	(	PUNCT
agb-15	55	22	49	49	NUM
agb-15	55	23	%	%	NOUN
agb-15	55	24	)	)	PUNCT
agb-15	55	25	,	,	PUNCT
agb-15	55	26	buffalo	buffalo	NOUN
agb-15	55	27	(	(	PUNCT
agb-15	55	28	65	65	NUM
agb-15	55	29	%	%	NOUN
agb-15	55	30	)	)	PUNCT
agb-15	55	31	,	,	PUNCT
agb-15	55	32	sheep	sheep	NOUN
agb-15	55	33	(	(	PUNCT
agb-15	55	34	24	24	NUM
agb-15	55	35	%	%	NOUN
agb-15	55	36	)	)	PUNCT
agb-15	55	37	,	,	PUNCT
agb-15	55	38	and	and	CCONJ
agb-15	55	39	goats	goat	NOUN
agb-15	55	40	(	(	PUNCT
agb-15	55	41	37	37	NUM
agb-15	55	42	%	%	NOUN
agb-15	55	43	)	)	PUNCT
agb-15	55	44	(	(	PUNCT
agb-15	55	45	government	government	NOUN
agb-15	55	46	of	of	ADP
agb-15	55	47	the	the	DET
agb-15	55	48	punjab	punjab	NOUN
agb-15	55	49	,	,	PUNCT
agb-15	55	50	2014	2014	NUM
agb-15	55	51	)	)	PUNCT
agb-15	55	52	.	.	PUNCT
agb-15	56	1	a	a	DET
agb-15	56	2	multi	multi	ADJ
agb-15	56	3	-	-	ADJ
agb-15	56	4	stage	stage	ADJ
agb-15	56	5	sampling	sampling	NOUN
agb-15	56	6	technique	technique	NOUN
agb-15	56	7	was	be	AUX
agb-15	56	8	adopted	adopt	VERB
agb-15	56	9	to	to	PART
agb-15	56	10	collect	collect	VERB
agb-15	56	11	the	the	DET
agb-15	56	12	data	datum	NOUN
agb-15	56	13	.	.	PUNCT
agb-15	57	1	in	in	ADP
agb-15	57	2	the	the	DET
agb-15	57	3	first	first	ADJ
agb-15	57	4	stage	stage	NOUN
agb-15	57	5	,	,	PUNCT
agb-15	57	6	one	one	NUM
agb-15	57	7	district	district	NOUN
agb-15	57	8	from	from	ADP
agb-15	57	9	each	each	PRON
agb-15	57	10	of	of	ADP
agb-15	57	11	the	the	DET
agb-15	57	12	three	three	NUM
agb-15	57	13	regions	region	NOUN
agb-15	57	14	of	of	ADP
agb-15	57	15	punjab	punjab	PROPN
agb-15	57	16	was	be	AUX
agb-15	57	17	selected	select	VERB
agb-15	57	18	.	.	PUNCT
agb-15	58	1	secondly	secondly	ADV
agb-15	58	2	,	,	PUNCT
agb-15	58	3	from	from	ADP
agb-15	58	4	each	each	DET
agb-15	58	5	district	district	NOUN
agb-15	58	6	headquarter	headquarter	NOUN
agb-15	58	7	,	,	PUNCT
agb-15	58	8	four	four	NUM
agb-15	58	9	villages	village	NOUN
agb-15	58	10	were	be	AUX
agb-15	58	11	selected	select	VERB
agb-15	58	12	.	.	PUNCT
agb-15	59	1	thirdly	thirdly	ADV
agb-15	59	2	,	,	PUNCT
agb-15	59	3	from	from	ADP
agb-15	59	4	each	each	DET
agb-15	59	5	village	village	NOUN
agb-15	59	6	,	,	PUNCT
agb-15	59	7	thirty	thirty	NUM
agb-15	59	8	livestockkeeping	livestockkeepe	VERB
agb-15	59	9	households	household	NOUN
agb-15	59	10	were	be	AUX
agb-15	59	11	chosen	choose	VERB
agb-15	59	12	.	.	PUNCT
agb-15	60	1	hence	hence	ADV
agb-15	60	2	,	,	PUNCT
agb-15	60	3	in	in	ADP
agb-15	60	4	total	total	ADJ
agb-15	60	5	,	,	PUNCT
agb-15	60	6	360	360	NUM
agb-15	60	7	farm	farm	NOUN
agb-15	60	8	households	household	NOUN
agb-15	60	9	were	be	AUX
agb-15	60	10	consulted	consult	VERB
agb-15	60	11	for	for	ADP
agb-15	60	12	the	the	DET
agb-15	60	13	collection	collection	NOUN
agb-15	60	14	of	of	ADP
agb-15	60	15	data	data	PROPN
agb-15	60	16	.	.	PUNCT
agb-15	61	1	a	a	DET
agb-15	61	2	well	well	ADV
agb-15	61	3	-	-	PUNCT
agb-15	61	4	structured	structure	VERB
agb-15	61	5	questionnaire	questionnaire	NOUN
agb-15	61	6	was	be	AUX
agb-15	61	7	used	use	VERB
agb-15	61	8	as	as	ADP
agb-15	61	9	an	an	DET
agb-15	61	10	instrument	instrument	NOUN
agb-15	61	11	,	,	PUNCT
agb-15	61	12	whereas	whereas	SCONJ
agb-15	61	13	face	face	NOUN
agb-15	61	14	-	-	PUNCT
agb-15	61	15	to	to	ADP
agb-15	61	16	-	-	PUNCT
agb-15	61	17	face	face	NOUN
agb-15	61	18	interviewing	interviewing	NOUN
agb-15	61	19	was	be	AUX
agb-15	61	20	applied	apply	VERB
agb-15	61	21	as	as	ADP
agb-15	61	22	a	a	DET
agb-15	61	23	technique	technique	NOUN
agb-15	61	24	for	for	ADP
agb-15	61	25	information	information	NOUN
agb-15	61	26	gathering	gathering	NOUN
agb-15	61	27	.	.	PUNCT
agb-15	62	1	finally	finally	ADV
agb-15	62	2	,	,	PUNCT
agb-15	62	3	the	the	DET
agb-15	62	4	information	information	NOUN
agb-15	62	5	from	from	ADP
agb-15	62	6	347	347	NUM
agb-15	62	7	households	household	NOUN
agb-15	62	8	was	be	AUX
agb-15	62	9	processed	process	VERB
agb-15	62	10	and	and	CCONJ
agb-15	62	11	analyzed	analyze	VERB
agb-15	62	12	to	to	PART
agb-15	62	13	generate	generate	VERB
agb-15	62	14	results	result	NOUN
agb-15	62	15	.	.	PUNCT
agb-15	63	1	figure	figure	VERB
agb-15	63	2	1	1	NUM
agb-15	63	3	:	:	PUNCT
agb-15	63	4	panel	panel	NOUN
agb-15	63	5	-	-	PUNCT
agb-15	63	6	a	a	DET
agb-15	63	7	representing	represent	VERB
agb-15	63	8	agro	agro	ADJ
agb-15	63	9	-	-	PUNCT
agb-15	63	10	climatic	climatic	ADJ
agb-15	63	11	zones	zone	NOUN
agb-15	63	12	of	of	ADP
agb-15	63	13	punjab	punjab	ADJ
agb-15	63	14	and	and	CCONJ
agb-15	63	15	panel	panel	NOUN
agb-15	63	16	-	-	PUNCT
agb-15	63	17	b	b	NOUN
agb-15	63	18	presenting	present	VERB
agb-15	63	19	selected	select	VERB
agb-15	63	20	districts	district	NOUN
agb-15	63	21	from	from	ADP
agb-15	63	22	three	three	NUM
agb-15	63	23	zones	zone	NOUN
agb-15	63	24	2.2	2.2	NUM
agb-15	63	25	.	.	PUNCT
agb-15	64	1	income	income	NOUN
agb-15	64	2	as	as	ADP
agb-15	64	3	an	an	DET
agb-15	64	4	outcome	outcome	NOUN
agb-15	64	5	of	of	ADP
agb-15	64	6	livelihood	livelihood	NOUN
agb-15	64	7	assets	asset	NOUN
agb-15	64	8	theoretical	theoretical	ADJ
agb-15	64	9	analysis	analysis	NOUN
agb-15	64	10	of	of	ADP
agb-15	64	11	household	household	NOUN
agb-15	64	12	income	income	NOUN
agb-15	64	13	reveals	reveal	VERB
agb-15	64	14	that	that	SCONJ
agb-15	64	15	farm	farm	NOUN
agb-15	64	16	agbioforum	agbioforum	NOUN
agb-15	64	17	,	,	PUNCT
agb-15	64	18	21(3	21(3	NUM
agb-15	64	19	)	)	PUNCT
agb-15	64	20	,	,	PUNCT
agb-15	64	21	2019	2019	NUM
agb-15	64	22	|	|	ADV
agb-15	64	23	17	17	NUM
agb-15	64	24	ahmad	ahmad	NOUN
agb-15	64	25	,	,	PUNCT
agb-15	64	26	nawaz	nawaz	NOUN
agb-15	64	27	and	and	CCONJ
agb-15	64	28	bhatti	bhatti	PROPN
agb-15	64	29	.	.	PUNCT
agb-15	64	30	—	—	PUNCT
agb-15	64	31	livelihood	livelihood	NOUN
agb-15	64	32	assets	asset	NOUN
agb-15	64	33	and	and	CCONJ
agb-15	64	34	livestock	livestock	NOUN
agb-15	64	35	income	income	NOUN
agb-15	64	36	and	and	CCONJ
agb-15	64	37	nonfarm	nonfarm	NOUN
agb-15	64	38	sources	source	NOUN
agb-15	64	39	have	have	VERB
agb-15	64	40	a	a	DET
agb-15	64	41	vital	vital	ADJ
agb-15	64	42	role	role	NOUN
agb-15	64	43	in	in	ADP
agb-15	64	44	rural	rural	ADJ
agb-15	64	45	household	household	NOUN
agb-15	64	46	economies	economy	NOUN
agb-15	64	47	(	(	PUNCT
agb-15	64	48	akram	akram	NOUN
agb-15	64	49	et	et	PROPN
agb-15	64	50	al	al	PROPN
agb-15	64	51	.	.	PROPN
agb-15	64	52	,	,	PUNCT
agb-15	64	53	2011	2011	NUM
agb-15	64	54	)	)	PUNCT
agb-15	64	55	.	.	PUNCT
agb-15	65	1	income	income	NOUN
agb-15	65	2	(	(	PUNCT
agb-15	65	3	generally	generally	ADV
agb-15	65	4	expressed	express	VERB
agb-15	65	5	in	in	ADP
agb-15	65	6	monetary	monetary	ADJ
agb-15	65	7	terms	term	NOUN
agb-15	65	8	)	)	PUNCT
agb-15	65	9	is	be	AUX
agb-15	65	10	the	the	DET
agb-15	65	11	consumption	consumption	NOUN
agb-15	65	12	and	and	CCONJ
agb-15	65	13	saving	save	VERB
agb-15	65	14	opportunity	opportunity	NOUN
agb-15	65	15	gained	gain	VERB
agb-15	65	16	by	by	ADP
agb-15	65	17	an	an	DET
agb-15	65	18	entity	entity	NOUN
agb-15	65	19	within	within	ADP
agb-15	65	20	a	a	DET
agb-15	65	21	specified	specified	ADJ
agb-15	65	22	timeframe	timeframe	NOUN
agb-15	65	23	(	(	PUNCT
agb-15	65	24	barr	barr	PROPN
agb-15	65	25	,	,	PUNCT
agb-15	65	26	2012	2012	NUM
agb-15	65	27	)	)	PUNCT
agb-15	65	28	.	.	PUNCT
agb-15	66	1	for	for	ADP
agb-15	66	2	households	household	NOUN
agb-15	66	3	and	and	CCONJ
agb-15	66	4	individuals	individual	NOUN
agb-15	66	5	,	,	PUNCT
agb-15	66	6	income	income	NOUN
agb-15	66	7	is	be	AUX
agb-15	66	8	the	the	DET
agb-15	66	9	sum	sum	NOUN
agb-15	66	10	of	of	ADP
agb-15	66	11	all	all	DET
agb-15	66	12	forms	form	NOUN
agb-15	66	13	of	of	ADP
agb-15	66	14	earnings	earning	NOUN
agb-15	66	15	(	(	PUNCT
agb-15	66	16	i.e.	i.e.	X
agb-15	66	17	,	,	PUNCT
agb-15	66	18	the	the	DET
agb-15	66	19	rents	rent	NOUN
agb-15	66	20	,	,	PUNCT
agb-15	66	21	wages	wage	NOUN
agb-15	66	22	,	,	PUNCT
agb-15	66	23	salaries	salary	NOUN
agb-15	66	24	,	,	PUNCT
agb-15	66	25	interest	interest	NOUN
agb-15	66	26	payments	payment	NOUN
agb-15	66	27	,	,	PUNCT
agb-15	66	28	profits	profit	NOUN
agb-15	66	29	,	,	PUNCT
agb-15	66	30	and	and	CCONJ
agb-15	66	31	other	other	ADJ
agb-15	66	32	)	)	PUNCT
agb-15	66	33	received	receive	VERB
agb-15	66	34	in	in	ADP
agb-15	66	35	a	a	DET
agb-15	66	36	given	give	VERB
agb-15	66	37	period	period	NOUN
agb-15	66	38	of	of	ADP
agb-15	66	39	time	time	NOUN
agb-15	66	40	(	(	PUNCT
agb-15	66	41	case	case	NOUN
agb-15	66	42	&	&	CCONJ
agb-15	66	43	fair	fair	ADJ
agb-15	66	44	,	,	PUNCT
agb-15	66	45	2007	2007	NUM
agb-15	66	46	)	)	PUNCT
agb-15	66	47	and	and	CCONJ
agb-15	66	48	for	for	ADP
agb-15	66	49	a	a	DET
agb-15	66	50	firm	firm	ADJ
agb-15	66	51	,	,	PUNCT
agb-15	66	52	gross	gross	ADJ
agb-15	66	53	income	income	NOUN
agb-15	66	54	can	can	AUX
agb-15	66	55	be	be	AUX
agb-15	66	56	defined	define	VERB
agb-15	66	57	as	as	ADP
agb-15	66	58	the	the	DET
agb-15	66	59	sum	sum	NOUN
agb-15	66	60	of	of	ADP
agb-15	66	61	all	all	DET
agb-15	66	62	revenue	revenue	NOUN
agb-15	66	63	(	(	PUNCT
agb-15	66	64	barr	barr	PROPN
agb-15	66	65	,	,	PUNCT
agb-15	66	66	2012	2012	NUM
agb-15	66	67	)	)	PUNCT
agb-15	66	68	.	.	PUNCT
agb-15	67	1	although	although	SCONJ
agb-15	67	2	income	income	NOUN
agb-15	67	3	and	and	CCONJ
agb-15	67	4	livelihood	livelihood	NOUN
agb-15	67	5	are	be	AUX
agb-15	67	6	not	not	PART
agb-15	67	7	synonymous	synonymous	ADJ
agb-15	67	8	,	,	PUNCT
agb-15	67	9	they	they	PRON
agb-15	67	10	are	be	AUX
agb-15	67	11	however	however	ADV
agb-15	67	12	inseparably	inseparably	ADV
agb-15	67	13	connected	connect	VERB
agb-15	67	14	(	(	PUNCT
agb-15	67	15	schwarze	schwarze	NOUN
agb-15	67	16	,	,	PUNCT
agb-15	67	17	2004b	2004b	NUM
agb-15	67	18	)	)	PUNCT
agb-15	67	19	,	,	PUNCT
agb-15	67	20	because	because	SCONJ
agb-15	67	21	income	income	NOUN
agb-15	67	22	"	"	PUNCT
agb-15	67	23	at	at	ADP
agb-15	67	24	a	a	DET
agb-15	67	25	given	give	VERB
agb-15	67	26	point	point	NOUN
agb-15	67	27	in	in	ADP
agb-15	67	28	time	time	NOUN
agb-15	67	29	is	be	AUX
agb-15	67	30	the	the	DET
agb-15	67	31	most	most	ADV
agb-15	67	32	direct	direct	ADJ
agb-15	67	33	and	and	CCONJ
agb-15	67	34	measurable	measurable	ADJ
agb-15	67	35	outcome	outcome	NOUN
agb-15	67	36	of	of	ADP
agb-15	67	37	the	the	DET
agb-15	67	38	livelihood	livelihood	NOUN
agb-15	67	39	process	process	NOUN
agb-15	67	40	"	"	PUNCT
agb-15	67	41	(	(	PUNCT
agb-15	67	42	ellis	ellis	PROPN
agb-15	67	43	,	,	PUNCT
agb-15	67	44	2000	2000	NUM
agb-15	67	45	)	)	PUNCT
agb-15	67	46	.	.	PUNCT
agb-15	68	1	a	a	DET
agb-15	68	2	livelihood	livelihood	NOUN
agb-15	68	3	includes	include	VERB
agb-15	68	4	the	the	DET
agb-15	68	5	capabilities	capability	NOUN
agb-15	68	6	,	,	PUNCT
agb-15	68	7	assets	asset	NOUN
agb-15	68	8	(	(	PUNCT
agb-15	68	9	both	both	CCONJ
agb-15	68	10	material	material	NOUN
agb-15	68	11	and	and	CCONJ
agb-15	68	12	social	social	ADJ
agb-15	68	13	resources	resource	NOUN
agb-15	68	14	given	give	VERB
agb-15	68	15	in	in	ADP
agb-15	68	16	figure	figure	NOUN
agb-15	68	17	2	2	NUM
agb-15	68	18	)	)	PUNCT
agb-15	68	19	,	,	PUNCT
agb-15	68	20	and	and	CCONJ
agb-15	68	21	activities	activity	NOUN
agb-15	68	22	required	require	VERB
agb-15	68	23	for	for	ADP
agb-15	68	24	a	a	DET
agb-15	68	25	means	means	NOUN
agb-15	68	26	of	of	ADP
agb-15	68	27	living	living	NOUN
agb-15	68	28	(	(	PUNCT
agb-15	68	29	stewart	stewart	PROPN
agb-15	68	30	carloni	carloni	PROPN
agb-15	68	31	&	&	CCONJ
agb-15	68	32	crowley	crowley	PROPN
agb-15	68	33	,	,	PUNCT
agb-15	68	34	2005	2005	NUM
agb-15	68	35	)	)	PUNCT
agb-15	68	36	.	.	PUNCT
agb-15	69	1	figure	figure	VERB
agb-15	69	2	2	2	NUM
agb-15	69	3	:	:	PUNCT
agb-15	69	4	types	type	NOUN
agb-15	69	5	of	of	ADP
agb-15	69	6	livelihood	livelihood	NOUN
agb-15	69	7	assets	asset	NOUN
agb-15	69	8	(	(	PUNCT
agb-15	69	9	adopted	adopt	VERB
agb-15	69	10	from	from	ADP
agb-15	69	11	carloni	carloni	PROPN
agb-15	69	12	&	&	CCONJ
agb-15	69	13	crowley	crowley	PROPN
agb-15	69	14	,	,	PUNCT
agb-15	69	15	2005	2005	NUM
agb-15	69	16	)	)	PUNCT
agb-15	69	17	the	the	DET
agb-15	69	18	livelihood	livelihood	NOUN
agb-15	69	19	approach	approach	NOUN
agb-15	69	20	and	and	CCONJ
agb-15	69	21	the	the	DET
agb-15	69	22	assets	asset	NOUN
agb-15	69	23	-	-	PUNCT
agb-15	69	24	activities	activity	NOUN
agb-15	69	25	-	-	PUNCT
agb-15	69	26	incomes	income	NOUN
agb-15	69	27	approach	approach	NOUN
agb-15	69	28	are	be	AUX
agb-15	69	29	the	the	DET
agb-15	69	30	two	two	NUM
agb-15	69	31	approaches	approach	NOUN
agb-15	69	32	that	that	PRON
agb-15	69	33	have	have	AUX
agb-15	69	34	linked	link	VERB
agb-15	69	35	income	income	NOUN
agb-15	69	36	and	and	CCONJ
agb-15	69	37	activities	activity	NOUN
agb-15	69	38	(	(	PUNCT
agb-15	69	39	schwarze	schwarze	NOUN
agb-15	69	40	,	,	PUNCT
agb-15	69	41	2004a	2004a	NUM
agb-15	69	42	)	)	PUNCT
agb-15	69	43	.	.	PUNCT
agb-15	70	1	according	accord	VERB
agb-15	70	2	to	to	ADP
agb-15	70	3	ellis	ellis	PROPN
agb-15	70	4	(	(	PUNCT
agb-15	70	5	2000	2000	NUM
agb-15	70	6	)	)	PUNCT
agb-15	70	7	,	,	PUNCT
agb-15	70	8	the	the	DET
agb-15	70	9	assets	asset	NOUN
agb-15	70	10	(	(	PUNCT
agb-15	70	11	natural	natural	ADJ
agb-15	70	12	,	,	PUNCT
agb-15	70	13	physical	physical	ADJ
agb-15	70	14	,	,	PUNCT
agb-15	70	15	human	human	ADJ
agb-15	70	16	,	,	PUNCT
agb-15	70	17	financial	financial	ADJ
agb-15	70	18	,	,	PUNCT
agb-15	70	19	and	and	CCONJ
agb-15	70	20	social	social	ADJ
agb-15	70	21	capital	capital	NOUN
agb-15	70	22	)	)	PUNCT
agb-15	70	23	,	,	PUNCT
agb-15	70	24	the	the	DET
agb-15	70	25	activities	activity	NOUN
agb-15	70	26	,	,	PUNCT
agb-15	70	27	and	and	CCONJ
agb-15	70	28	the	the	DET
agb-15	70	29	access	access	NOUN
agb-15	70	30	to	to	ADP
agb-15	70	31	these	these	DET
agb-15	70	32	assets	asset	NOUN
agb-15	70	33	together	together	ADV
agb-15	70	34	determine	determine	VERB
agb-15	70	35	the	the	DET
agb-15	70	36	living	living	NOUN
agb-15	70	37	gained	gain	VERB
agb-15	70	38	by	by	ADP
agb-15	70	39	the	the	DET
agb-15	70	40	individual	individual	NOUN
agb-15	70	41	or	or	CCONJ
agb-15	70	42	household	household	NOUN
agb-15	70	43	.	.	PUNCT
agb-15	71	1	the	the	DET
agb-15	71	2	livelihood	livelihood	NOUN
agb-15	71	3	approach	approach	NOUN
agb-15	71	4	emphasizes	emphasize	VERB
agb-15	71	5	the	the	DET
agb-15	71	6	role	role	NOUN
agb-15	71	7	of	of	ADP
agb-15	71	8	the	the	DET
agb-15	71	9	household	household	NOUN
agb-15	71	10	's	's	PART
agb-15	71	11	resources	resource	NOUN
agb-15	71	12	as	as	ADP
agb-15	71	13	determinants	determinant	NOUN
agb-15	71	14	of	of	ADP
agb-15	71	15	activities	activity	NOUN
agb-15	71	16	and	and	CCONJ
agb-15	71	17	highlights	highlight	NOUN
agb-15	71	18	the	the	DET
agb-15	71	19	link	link	NOUN
agb-15	71	20	between	between	ADP
agb-15	71	21	assets	asset	NOUN
agb-15	71	22	,	,	PUNCT
agb-15	71	23	activities	activity	NOUN
agb-15	71	24	,	,	PUNCT
agb-15	71	25	and	and	CCONJ
agb-15	71	26	incomes	income	NOUN
agb-15	71	27	(	(	PUNCT
agb-15	71	28	schwarze	schwarze	NOUN
agb-15	71	29	,	,	PUNCT
agb-15	71	30	2004b	2004b	NUM
agb-15	71	31	)	)	PUNCT
agb-15	71	32	.	.	PUNCT
agb-15	72	1	another	another	DET
agb-15	72	2	approach	approach	NOUN
agb-15	72	3	developed	develop	VERB
agb-15	72	4	by	by	ADP
agb-15	72	5	barrett	barrett	PROPN
agb-15	72	6	and	and	CCONJ
agb-15	72	7	reardon	reardon	PROPN
agb-15	72	8	(	(	PUNCT
agb-15	72	9	2000	2000	NUM
agb-15	72	10	)	)	PUNCT
agb-15	72	11	has	have	AUX
agb-15	72	12	linked	link	VERB
agb-15	72	13	assets	asset	NOUN
agb-15	72	14	,	,	PUNCT
agb-15	72	15	activities	activity	NOUN
agb-15	72	16	,	,	PUNCT
agb-15	72	17	and	and	CCONJ
agb-15	72	18	incomes	income	NOUN
agb-15	72	19	.	.	PUNCT
agb-15	73	1	assets	asset	NOUN
agb-15	73	2	correspond	correspond	VERB
agb-15	73	3	to	to	ADP
agb-15	73	4	the	the	DET
agb-15	73	5	factors	factor	NOUN
agb-15	73	6	of	of	ADP
agb-15	73	7	production	production	NOUN
agb-15	73	8	,	,	PUNCT
agb-15	73	9	activities	activity	NOUN
agb-15	73	10	to	to	ADP
agb-15	73	11	the	the	DET
agb-15	73	12	exante	exante	NOUN
agb-15	73	13	production	production	NOUN
agb-15	73	14	flows	flow	NOUN
agb-15	73	15	of	of	ADP
agb-15	73	16	asset	asset	NOUN
agb-15	73	17	services	service	NOUN
agb-15	73	18	,	,	PUNCT
agb-15	73	19	and	and	CCONJ
agb-15	73	20	incomes	income	NOUN
agb-15	73	21	to	to	ADP
agb-15	73	22	production	production	NOUN
agb-15	73	23	outputs	output	NOUN
agb-15	73	24	.	.	PUNCT
agb-15	74	1	according	accord	VERB
agb-15	74	2	to	to	ADP
agb-15	74	3	a	a	DET
agb-15	74	4	report	report	NOUN
agb-15	74	5	carloni	carloni	NOUN
agb-15	74	6	and	and	CCONJ
agb-15	74	7	crowley	crowley	PROPN
agb-15	74	8	(	(	PUNCT
agb-15	74	9	2005	2005	NUM
agb-15	74	10	)	)	PUNCT
agb-15	74	11	,	,	PUNCT
agb-15	74	12	livelihood	livelihood	NOUN
agb-15	74	13	strategies	strategy	NOUN
agb-15	74	14	refer	refer	VERB
agb-15	74	15	to	to	ADP
agb-15	74	16	"	"	PUNCT
agb-15	74	17	the	the	DET
agb-15	74	18	range	range	NOUN
agb-15	74	19	and	and	CCONJ
agb-15	74	20	combination	combination	NOUN
agb-15	74	21	of	of	ADP
agb-15	74	22	activities	activity	NOUN
agb-15	74	23	and	and	CCONJ
agb-15	74	24	choices	choice	NOUN
agb-15	74	25	people	people	NOUN
agb-15	74	26	make	make	VERB
agb-15	74	27	to	to	PART
agb-15	74	28	achieve	achieve	VERB
agb-15	74	29	their	their	PRON
agb-15	74	30	livelihood	livelihood	NOUN
agb-15	74	31	goals	goal	NOUN
agb-15	74	32	.	.	PUNCT
agb-15	74	33	"	"	PUNCT
agb-15	75	1	based	base	VERB
agb-15	75	2	on	on	ADP
agb-15	75	3	their	their	PRON
agb-15	75	4	personal	personal	ADJ
agb-15	75	5	goals	goal	NOUN
agb-15	75	6	,	,	PUNCT
agb-15	75	7	their	their	PRON
agb-15	75	8	resource	resource	NOUN
agb-15	75	9	(	(	PUNCT
agb-15	75	10	human	human	ADJ
agb-15	75	11	,	,	PUNCT
agb-15	75	12	natural	natural	ADJ
agb-15	75	13	,	,	PUNCT
agb-15	75	14	financial	financial	ADJ
agb-15	75	15	,	,	PUNCT
agb-15	75	16	physical	physical	ADJ
agb-15	75	17	,	,	PUNCT
agb-15	75	18	and	and	CCONJ
agb-15	75	19	social	social	ADJ
agb-15	75	20	)	)	PUNCT
agb-15	75	21	base	base	NOUN
agb-15	75	22	,	,	PUNCT
agb-15	75	23	and	and	CCONJ
agb-15	75	24	their	their	PRON
agb-15	75	25	understanding	understanding	NOUN
agb-15	75	26	of	of	ADP
agb-15	75	27	the	the	DET
agb-15	75	28	options	option	NOUN
agb-15	75	29	available	available	ADJ
agb-15	75	30	,	,	PUNCT
agb-15	75	31	households	household	NOUN
agb-15	75	32	develop	develop	VERB
agb-15	75	33	and	and	CCONJ
agb-15	75	34	pursue	pursue	VERB
agb-15	75	35	different	different	ADJ
agb-15	75	36	livelihood	livelihood	NOUN
agb-15	75	37	strategies	strategy	NOUN
agb-15	75	38	.	.	PUNCT
agb-15	76	1	most	most	ADJ
agb-15	76	2	rural	rural	ADJ
agb-15	76	3	households	household	NOUN
agb-15	76	4	adopt	adopt	VERB
agb-15	76	5	a	a	DET
agb-15	76	6	combination	combination	NOUN
agb-15	76	7	of	of	ADP
agb-15	76	8	farm	farm	NOUN
agb-15	76	9	(	(	PUNCT
agb-15	76	10	crop	crop	NOUN
agb-15	76	11	and	and	CCONJ
agb-15	76	12	livestock	livestock	NOUN
agb-15	76	13	)	)	PUNCT
agb-15	76	14	,	,	PUNCT
agb-15	76	15	off	off	ADP
agb-15	76	16	-	-	PUNCT
agb-15	76	17	farm	farm	NOUN
agb-15	76	18	and	and	CCONJ
agb-15	76	19	non	non	ADJ
agb-15	76	20	-	-	ADJ
agb-15	76	21	farm	farm	ADJ
agb-15	76	22	activities	activity	NOUN
agb-15	76	23	in	in	ADP
agb-15	76	24	different	different	ADJ
agb-15	76	25	seasons	season	NOUN
agb-15	76	26	to	to	PART
agb-15	76	27	earn	earn	VERB
agb-15	76	28	a	a	DET
agb-15	76	29	living	living	NOUN
agb-15	76	30	.	.	PUNCT
agb-15	77	1	levels	level	NOUN
agb-15	77	2	of	of	ADP
agb-15	77	3	food	food	NOUN
agb-15	77	4	security	security	NOUN
agb-15	77	5	,	,	PUNCT
agb-15	77	6	income	income	NOUN
agb-15	77	7	security	security	NOUN
agb-15	77	8	,	,	PUNCT
agb-15	77	9	health	health	NOUN
agb-15	77	10	,	,	PUNCT
agb-15	77	11	well	well	ADV
agb-15	77	12	-	-	PUNCT
agb-15	77	13	being	being	NOUN
agb-15	77	14	,	,	PUNCT
agb-15	77	15	asset	asset	NOUN
agb-15	77	16	accumulation	accumulation	NOUN
agb-15	77	17	,	,	PUNCT
agb-15	77	18	and	and	CCONJ
agb-15	77	19	high	high	ADJ
agb-15	77	20	status	status	NOUN
agb-15	77	21	in	in	ADP
agb-15	77	22	the	the	DET
agb-15	77	23	community	community	NOUN
agb-15	77	24	are	be	AUX
agb-15	77	25	examples	example	NOUN
agb-15	77	26	of	of	ADP
agb-15	77	27	livelihood	livelihood	NOUN
agb-15	77	28	outcomes	outcome	NOUN
agb-15	77	29	that	that	PRON
agb-15	77	30	households	household	NOUN
agb-15	77	31	achieve	achieve	VERB
agb-15	77	32	through	through	ADP
agb-15	77	33	their	their	PRON
agb-15	77	34	livelihood	livelihood	NOUN
agb-15	77	35	strategies	strategy	NOUN
agb-15	77	36	(	(	PUNCT
agb-15	77	37	carloni	carloni	NOUN
agb-15	77	38	&	&	CCONJ
agb-15	77	39	crowley	crowley	PROPN
agb-15	77	40	,	,	PUNCT
agb-15	77	41	2005	2005	NUM
agb-15	77	42	)	)	PUNCT
agb-15	77	43	.	.	PUNCT
agb-15	78	1	livelihood	livelihood	NOUN
agb-15	78	2	assets	asset	NOUN
agb-15	78	3	are	be	AUX
agb-15	78	4	combined	combine	VERB
agb-15	78	5	to	to	PART
agb-15	78	6	pursue	pursue	VERB
agb-15	78	7	different	different	ADJ
agb-15	78	8	livelihood	livelihood	NOUN
agb-15	78	9	strategies	strategy	NOUN
agb-15	78	10	to	to	PART
agb-15	78	11	achieve	achieve	VERB
agb-15	78	12	specific	specific	ADJ
agb-15	78	13	livelihood	livelihood	NOUN
agb-15	78	14	outcomes	outcome	NOUN
agb-15	78	15	such	such	ADJ
agb-15	78	16	as	as	ADP
agb-15	78	17	increased	increase	VERB
agb-15	78	18	income	income	NOUN
agb-15	78	19	(	(	PUNCT
agb-15	78	20	alinovi	alinovi	PROPN
agb-15	78	21	,	,	PUNCT
agb-15	78	22	d’errico	d’errico	PROPN
agb-15	78	23	,	,	PUNCT
agb-15	78	24	mane	mane	PROPN
agb-15	78	25	,	,	PUNCT
agb-15	78	26	&	&	CCONJ
agb-15	78	27	romano	romano	NOUN
agb-15	78	28	,	,	PUNCT
agb-15	78	29	2010	2010	NUM
agb-15	78	30	)	)	PUNCT
agb-15	78	31	.	.	PUNCT
agb-15	79	1	due	due	ADP
agb-15	79	2	to	to	ADP
agb-15	79	3	biased	biased	ADJ
agb-15	79	4	expenditure	expenditure	NOUN
agb-15	79	5	information	information	NOUN
agb-15	79	6	obtained	obtain	VERB
agb-15	79	7	from	from	ADP
agb-15	79	8	livestock	livestock	NOUN
agb-15	79	9	keepers	keeper	NOUN
agb-15	79	10	,	,	PUNCT
agb-15	79	11	to	to	PART
agb-15	79	12	analyze	analyze	VERB
agb-15	79	13	the	the	DET
agb-15	79	14	determining	determine	VERB
agb-15	79	15	factors	factor	NOUN
agb-15	79	16	of	of	ADP
agb-15	79	17	livestock	livestock	NOUN
agb-15	79	18	income	income	NOUN
agb-15	79	19	,	,	PUNCT
agb-15	79	20	the	the	DET
agb-15	79	21	present	present	ADJ
agb-15	79	22	study	study	NOUN
agb-15	79	23	also	also	ADV
agb-15	79	24	focused	focus	VERB
agb-15	79	25	only	only	ADV
agb-15	79	26	on	on	ADP
agb-15	79	27	the	the	DET
agb-15	79	28	gross	gross	ADJ
agb-15	79	29	annual	annual	ADJ
agb-15	79	30	income	income	NOUN
agb-15	79	31	from	from	ADP
agb-15	79	32	buffalo	buffalo	NOUN
agb-15	79	33	,	,	PUNCT
agb-15	79	34	cattle	cattle	NOUN
agb-15	79	35	,	,	PUNCT
agb-15	79	36	sheep	sheep	NOUN
agb-15	79	37	,	,	PUNCT
agb-15	79	38	and	and	CCONJ
agb-15	79	39	goats	goat	NOUN
agb-15	79	40	.	.	PUNCT
agb-15	80	1	the	the	DET
agb-15	80	2	livestock	livestock	NOUN
agb-15	80	3	income	income	NOUN
agb-15	80	4	in	in	ADP
agb-15	80	5	this	this	DET
agb-15	80	6	study	study	NOUN
agb-15	80	7	was	be	AUX
agb-15	80	8	confined	confine	VERB
agb-15	80	9	to	to	ADP
agb-15	80	10	income	income	NOUN
agb-15	80	11	from	from	ADP
agb-15	80	12	the	the	DET
agb-15	80	13	sale	sale	NOUN
agb-15	80	14	of	of	ADP
agb-15	80	15	animals	animal	NOUN
agb-15	80	16	and	and	CCONJ
agb-15	80	17	animals	animal	NOUN
agb-15	80	18	'	'	PART
agb-15	80	19	milk	milk	NOUN
agb-15	80	20	in	in	ADP
agb-15	80	21	monetary	monetary	ADJ
agb-15	80	22	terms	term	NOUN
agb-15	80	23	(	(	PUNCT
agb-15	80	24	derib	derib	PROPN
agb-15	80	25	,	,	PUNCT
agb-15	80	26	2010	2010	NUM
agb-15	80	27	)	)	PUNCT
agb-15	80	28	.	.	PUNCT
agb-15	81	1	as	as	SCONJ
agb-15	81	2	depicted	depict	VERB
agb-15	81	3	in	in	ADP
agb-15	81	4	the	the	DET
agb-15	81	5	table	table	NOUN
agb-15	81	6	,	,	PUNCT
agb-15	81	7	for	for	ADP
agb-15	81	8	the	the	DET
agb-15	81	9	present	present	ADJ
agb-15	81	10	study	study	NOUN
agb-15	81	11	,	,	PUNCT
agb-15	81	12	annual	annual	ADJ
agb-15	81	13	gross	gross	ADJ
agb-15	81	14	income	income	NOUN
agb-15	81	15	earned	earn	VERB
agb-15	81	16	from	from	ADP
agb-15	81	17	livestock	livestock	NOUN
agb-15	81	18	sources	source	NOUN
agb-15	81	19	could	could	AUX
agb-15	81	20	be	be	AUX
agb-15	81	21	viewed	view	VERB
agb-15	81	22	as	as	ADP
agb-15	81	23	an	an	DET
agb-15	81	24	outcome	outcome	NOUN
agb-15	81	25	of	of	ADP
agb-15	81	26	using	use	VERB
agb-15	81	27	four	four	NUM
agb-15	81	28	kinds	kind	NOUN
agb-15	81	29	of	of	ADP
agb-15	81	30	assets	asset	NOUN
agb-15	81	31	:	:	PUNCT
agb-15	81	32	natural	natural	ADJ
agb-15	81	33	,	,	PUNCT
agb-15	81	34	human	human	ADJ
agb-15	81	35	,	,	PUNCT
agb-15	81	36	physical	physical	ADJ
agb-15	81	37	,	,	PUNCT
agb-15	81	38	and	and	CCONJ
agb-15	81	39	financial	financial	ADJ
agb-15	81	40	capitals	capital	NOUN
agb-15	81	41	owned	own	VERB
agb-15	81	42	by	by	ADP
agb-15	81	43	the	the	DET
agb-15	81	44	herders	herder	NOUN
agb-15	81	45	.	.	PUNCT
agb-15	82	1	2.3	2.3	NUM
agb-15	82	2	.	.	PUNCT
agb-15	82	3	econometric	econometric	ADJ
agb-15	82	4	estimation	estimation	NOUN
agb-15	82	5	amongst	amongst	ADP
agb-15	82	6	the	the	DET
agb-15	82	7	descriptive	descriptive	ADJ
agb-15	82	8	statistics	statistic	NOUN
agb-15	82	9	,	,	PUNCT
agb-15	82	10	mean	mean	VERB
agb-15	82	11	values	value	NOUN
agb-15	82	12	and	and	CCONJ
agb-15	82	13	standard	standard	ADJ
agb-15	82	14	deviations	deviation	NOUN
agb-15	82	15	were	be	AUX
agb-15	82	16	calculated	calculate	VERB
agb-15	82	17	.	.	PUNCT
agb-15	83	1	for	for	ADP
agb-15	83	2	inferential	inferential	ADJ
agb-15	83	3	statistics	statistic	NOUN
agb-15	83	4	,	,	PUNCT
agb-15	83	5	a	a	DET
agb-15	83	6	multiple	multiple	ADJ
agb-15	83	7	linear	linear	ADJ
agb-15	83	8	regression	regression	NOUN
agb-15	83	9	equation	equation	NOUN
agb-15	83	10	was	be	AUX
agb-15	83	11	estimated	estimate	VERB
agb-15	83	12	to	to	PART
agb-15	83	13	determine	determine	VERB
agb-15	83	14	the	the	DET
agb-15	83	15	response	response	NOUN
agb-15	83	16	pattern	pattern	NOUN
agb-15	83	17	of	of	ADP
agb-15	83	18	livestock	livestock	NOUN
agb-15	83	19	income	income	NOUN
agb-15	83	20	against	against	ADP
agb-15	83	21	various	various	ADJ
agb-15	83	22	factors	factor	NOUN
agb-15	83	23	of	of	ADP
agb-15	83	24	production	production	NOUN
agb-15	83	25	.	.	PUNCT
agb-15	84	1	the	the	DET
agb-15	84	2	following	follow	VERB
agb-15	84	3	multiple	multiple	ADJ
agb-15	84	4	linear	linear	ADJ
agb-15	84	5	regression	regression	NOUN
agb-15	84	6	equation	equation	NOUN
agb-15	84	7	was	be	AUX
agb-15	84	8	constructed	construct	VERB
agb-15	84	9	to	to	PART
agb-15	84	10	analyze	analyze	VERB
agb-15	84	11	the	the	DET
agb-15	84	12	relationship	relationship	NOUN
agb-15	84	13	empirically	empirically	ADV
agb-15	84	14	.	.	PUNCT
agb-15	85	1	𝐼𝐿𝑆𝑇𝑂𝐶𝐾	𝐼𝐿𝑆𝑇𝑂𝐶𝐾	PROPN
agb-15	85	2	=	=	SYM
agb-15	85	3	𝑓(𝐿𝑆𝐼𝑍𝐸	𝑓(𝐿𝑆𝐼𝑍𝐸	PROPN
agb-15	85	4	,	,	PUNCT
agb-15	85	5	𝐹𝐸𝐷𝑈	𝐹𝐸𝐷𝑈	PROPN
agb-15	85	6	,	,	PUNCT
agb-15	85	7	𝐹𝑃𝑇𝑃𝑁	𝐹𝑃𝑇𝑃𝑁	PROPN
agb-15	85	8	,	,	PUNCT
agb-15	85	9	𝐻𝑆𝐼𝑍𝐸	𝐻𝑆𝐼𝑍𝐸	PROPN
agb-15	85	10	,	,	PUNCT
agb-15	85	11	𝐼𝐶𝑅𝑂𝑃	𝐼𝐶𝑅𝑂𝑃	PROPN
agb-15	85	12	,	,	PUNCT
agb-15	85	13	𝐼𝑁𝑂𝑁𝐹	𝐼𝑁𝑂𝑁𝐹	PROPN
agb-15	85	14	,	,	PUNCT
agb-15	85	15	𝑀𝐺𝑇𝐶	𝑀𝐺𝑇𝐶	PROPN
agb-15	85	16	)	)	PUNCT
agb-15	85	17	𝐼𝐿𝑆𝑇𝑂𝐶𝐾	𝐼𝐿𝑆𝑇𝑂𝐶𝐾	PROPN
agb-15	86	1	=	=	PUNCT
agb-15	87	1	β0	β0	PROPN
agb-15	87	2	+	+	CCONJ
agb-15	87	3	β1𝐿𝑆𝐼𝑍𝐸	β1𝐿𝑆𝐼𝑍𝐸	NOUN
agb-15	88	1	+	+	CCONJ
agb-15	88	2	β2	β2	ADJ
agb-15	88	3	𝐹𝐸𝐷𝑈	𝐹𝐸𝐷𝑈	PROPN
agb-15	88	4	+	+	CCONJ
agb-15	88	5	β3𝐹𝑃𝑇𝑃𝑁	β3𝐹𝑃𝑇𝑃𝑁	VERB
agb-15	88	6	+	+	CCONJ
agb-15	88	7	β4𝐻𝑆𝐼𝑍𝐸	β4𝐻𝑆𝐼𝑍𝐸	PROPN
agb-15	88	8	+	+	CCONJ
agb-15	88	9	β5	β5	PROPN
agb-15	88	10	𝐼𝐶𝑅𝑂𝑃	𝐼𝐶𝑅𝑂𝑃	NOUN
agb-15	89	1	+	+	PROPN
agb-15	89	2	β6𝐼𝑁𝑂𝑁𝐹	β6𝐼𝑁𝑂𝑁𝐹	NOUN
agb-15	89	3	+	+	CCONJ
agb-15	89	4	β7𝑀𝐺𝑇𝐶	β7𝑀𝐺𝑇𝐶	PROPN
agb-15	89	5	+	+	CCONJ
agb-15	89	6	ε𝑖	ε𝑖	X
agb-15	89	7	where	where	SCONJ
agb-15	89	8	,	,	PUNCT
agb-15	89	9	β0	β0	PROPN
agb-15	89	10	𝑖𝑠	𝑖𝑠	PROPN
agb-15	89	11	intercept	intercept	PROPN
agb-15	89	12	,	,	PUNCT
agb-15	89	13	β1	β1	PROPN
agb-15	89	14	𝑡𝑜	𝑡𝑜	PROPN
agb-15	89	15	7	7	NUM
agb-15	89	16	𝑎𝑟𝑒	𝑎𝑟𝑒	PROPN
agb-15	89	17	coefficients	coefficient	NOUN
agb-15	89	18	of	of	ADP
agb-15	89	19	explanatory	explanatory	ADJ
agb-15	89	20	variables	variable	NOUN
agb-15	89	21	and	and	CCONJ
agb-15	89	22	ε𝑖	ε𝑖	ADP
agb-15	89	23	𝑖𝑠	𝑖𝑠	NOUN
agb-15	89	24	error	error	NOUN
agb-15	89	25	term	term	NOUN
agb-15	89	26	the	the	DET
agb-15	89	27	detail	detail	NOUN
agb-15	89	28	of	of	ADP
agb-15	89	29	variables	variable	NOUN
agb-15	89	30	is	be	AUX
agb-15	89	31	given	give	VERB
agb-15	89	32	in	in	ADP
agb-15	89	33	table	table	NOUN
agb-15	89	34	1	1	NUM
agb-15	89	35	:	:	SYM
agb-15	89	36	3	3	NUM
agb-15	89	37	.	.	NOUN
agb-15	89	38	results	result	NOUN
agb-15	89	39	and	and	CCONJ
agb-15	89	40	discussion	discussion	NOUN
agb-15	89	41	3.1	3.1	NUM
agb-15	89	42	.	.	PUNCT
agb-15	90	1	descriptive	descriptive	ADJ
agb-15	90	2	statistical	statistical	ADJ
agb-15	90	3	analysis	analysis	NOUN
agb-15	90	4	the	the	DET
agb-15	90	5	results	result	NOUN
agb-15	90	6	of	of	ADP
agb-15	90	7	the	the	DET
agb-15	90	8	descriptive	descriptive	ADJ
agb-15	90	9	analysis	analysis	NOUN
agb-15	90	10	are	be	AUX
agb-15	90	11	given	give	VERB
agb-15	90	12	in	in	ADP
agb-15	90	13	section	section	NOUN
agb-15	90	14	(	(	PUNCT
agb-15	90	15	a	a	NOUN
agb-15	90	16	)	)	PUNCT
agb-15	90	17	of	of	ADP
agb-15	90	18	table	table	NOUN
agb-15	90	19	2	2	NUM
agb-15	90	20	.	.	PUNCT
agb-15	91	1	in	in	ADP
agb-15	91	2	the	the	DET
agb-15	91	3	typology	typology	NOUN
agb-15	91	4	of	of	ADP
agb-15	91	5	livelihood	livelihood	NOUN
agb-15	91	6	assets	asset	NOUN
agb-15	91	7	,	,	PUNCT
agb-15	91	8	farmland	farmland	NOUN
agb-15	91	9	is	be	AUX
agb-15	91	10	classified	classify	VERB
agb-15	91	11	as	as	ADP
agb-15	91	12	natural	natural	ADJ
agb-15	91	13	capital	capital	NOUN
agb-15	91	14	.	.	PUNCT
agb-15	92	1	the	the	DET
agb-15	92	2	study	study	NOUN
agb-15	92	3	endorsed	endorse	VERB
agb-15	92	4	the	the	DET
agb-15	92	5	findings	finding	NOUN
agb-15	92	6	that	that	SCONJ
agb-15	92	7	the	the	DET
agb-15	92	8	majority	majority	NOUN
agb-15	92	9	of	of	ADP
agb-15	92	10	the	the	DET
agb-15	92	11	farmers	farmer	NOUN
agb-15	92	12	in	in	ADP
agb-15	92	13	punjab	punjab	PROPN
agb-15	92	14	were	be	AUX
agb-15	92	15	small	small	ADJ
agb-15	92	16	farmers	farmer	NOUN
agb-15	92	17	.	.	PUNCT
agb-15	93	1	a	a	DET
agb-15	93	2	farmer	farmer	NOUN
agb-15	93	3	is	be	AUX
agb-15	93	4	classified	classify	VERB
agb-15	93	5	as	as	ADP
agb-15	93	6	a	a	DET
agb-15	93	7	small	small	ADJ
agb-15	93	8	farmer	farmer	NOUN
agb-15	93	9	when	when	SCONJ
agb-15	93	10	the	the	DET
agb-15	93	11	size	size	NOUN
agb-15	93	12	of	of	ADP
agb-15	93	13	his	his	PRON
agb-15	93	14	or	or	CCONJ
agb-15	93	15	her	her	PRON
agb-15	93	16	own	own	ADJ
agb-15	93	17	landholding	landholding	NOUN
agb-15	93	18	is	be	AUX
agb-15	93	19	less	less	ADJ
agb-15	93	20	than	than	ADP
agb-15	93	21	5	5	NUM
agb-15	93	22	acres	acre	NOUN
agb-15	93	23	.	.	PUNCT
agb-15	94	1	in	in	ADP
agb-15	94	2	the	the	DET
agb-15	94	3	mixed	mixed	ADJ
agb-15	94	4	farming	farming	NOUN
agb-15	94	5	punjab	punjab	NOUN
agb-15	94	6	,	,	PUNCT
agb-15	94	7	the	the	DET
agb-15	94	8	average	average	ADJ
agb-15	94	9	size	size	NOUN
agb-15	94	10	of	of	ADP
agb-15	94	11	agricultural	agricultural	ADJ
agb-15	94	12	land	land	NOUN
agb-15	94	13	owned	own	VERB
agb-15	94	14	by	by	ADP
agb-15	94	15	a	a	DET
agb-15	94	16	farmer	farmer	NOUN
agb-15	94	17	was	be	AUX
agb-15	94	18	5.34	5.34	NUM
agb-15	94	19	acres	acre	NOUN
agb-15	94	20	.	.	PUNCT
agb-15	95	1	in	in	ADP
agb-15	95	2	the	the	DET
agb-15	95	3	rural	rural	ADJ
agb-15	95	4	context	context	NOUN
agb-15	95	5	of	of	ADP
agb-15	95	6	punjab	punjab	PROPN
agb-15	95	7	,	,	PUNCT
agb-15	95	8	a	a	DET
agb-15	95	9	landless	landless	ADJ
agb-15	95	10	farmer	farmer	NOUN
agb-15	95	11	serves	serve	VERB
agb-15	95	12	as	as	ADP
agb-15	95	13	a	a	DET
agb-15	95	14	tenant	tenant	NOUN
agb-15	95	15	or	or	CCONJ
agb-15	95	16	as	as	ADP
agb-15	95	17	a	a	DET
agb-15	95	18	sharecropper	sharecropper	NOUN
agb-15	95	19	while	while	SCONJ
agb-15	95	20	a	a	DET
agb-15	95	21	small	small	ADJ
agb-15	95	22	landholder	landholder	NOUN
agb-15	95	23	works	work	VERB
agb-15	95	24	as	as	ADP
agb-15	95	25	a	a	DET
agb-15	95	26	self	self	NOUN
agb-15	95	27	-	-	PUNCT
agb-15	95	28	cultivator	cultivator	NOUN
agb-15	95	29	on	on	ADP
agb-15	95	30	his	his	PRON
agb-15	95	31	own	own	ADJ
agb-15	95	32	farmland	farmland	NOUN
agb-15	95	33	.	.	PUNCT
agb-15	96	1	and	and	CCONJ
agb-15	96	2	farm	farm	NOUN
agb-15	96	3	labor	labor	NOUN
agb-15	96	4	is	be	AUX
agb-15	96	5	mainly	mainly	ADV
agb-15	96	6	shared	share	VERB
agb-15	96	7	by	by	ADP
agb-15	96	8	family	family	NOUN
agb-15	96	9	members	member	NOUN
agb-15	96	10	.	.	PUNCT
agb-15	97	1	as	as	ADP
agb-15	97	2	agbioforum	agbioforum	NOUN
agb-15	97	3	,	,	PUNCT
agb-15	97	4	21(3	21(3	NUM
agb-15	97	5	)	)	PUNCT
agb-15	97	6	,	,	PUNCT
agb-15	97	7	2019	2019	NUM
agb-15	97	8	|	|	ADV
agb-15	97	9	18	18	NUM
agb-15	97	10	ahmad	ahmad	NOUN
agb-15	97	11	,	,	PUNCT
agb-15	97	12	nawaz	nawaz	NOUN
agb-15	97	13	and	and	CCONJ
agb-15	97	14	bhatti	bhatti	PROPN
agb-15	97	15	.	.	PUNCT
agb-15	98	1	—	—	PUNCT
agb-15	98	2	livelihood	livelihood	NOUN
agb-15	98	3	assets	asset	NOUN
agb-15	98	4	and	and	CCONJ
agb-15	98	5	livestock	livestock	NOUN
agb-15	98	6	income	income	NOUN
agb-15	98	7	for	for	ADP
agb-15	98	8	as	as	ADP
agb-15	98	9	a	a	DET
agb-15	98	10	farmer	farmer	NOUN
agb-15	98	11	's	's	PART
agb-15	98	12	level	level	NOUN
agb-15	98	13	of	of	ADP
agb-15	98	14	education	education	NOUN
agb-15	98	15	is	be	AUX
agb-15	98	16	concerned	concern	VERB
agb-15	98	17	,	,	PUNCT
agb-15	98	18	many	many	ADJ
agb-15	98	19	farmers	farmer	NOUN
agb-15	98	20	in	in	ADP
agb-15	98	21	punjab	punjab	PROPN
agb-15	98	22	are	be	AUX
agb-15	98	23	illiterate	illiterate	ADJ
agb-15	98	24	or	or	CCONJ
agb-15	98	25	less	less	ADV
agb-15	98	26	educated	educate	VERB
agb-15	98	27	.	.	PUNCT
agb-15	99	1	in	in	ADP
agb-15	99	2	the	the	DET
agb-15	99	3	surveyed	survey	VERB
agb-15	99	4	area	area	NOUN
agb-15	99	5	of	of	ADP
agb-15	99	6	rural	rural	ADJ
agb-15	99	7	punjab	punjab	NOUN
agb-15	99	8	,	,	PUNCT
agb-15	99	9	the	the	DET
agb-15	99	10	average	average	ADJ
agb-15	99	11	number	number	NOUN
agb-15	99	12	of	of	ADP
agb-15	99	13	schooling	schooling	NOUN
agb-15	99	14	years	year	NOUN
agb-15	99	15	completed	complete	VERB
agb-15	99	16	by	by	ADP
agb-15	99	17	a	a	DET
agb-15	99	18	farmer	farmer	NOUN
agb-15	99	19	was	be	AUX
agb-15	99	20	5.59	5.59	NUM
agb-15	99	21	.	.	PUNCT
agb-15	100	1	for	for	ADP
agb-15	100	2	a	a	DET
agb-15	100	3	list	list	NOUN
agb-15	100	4	of	of	ADP
agb-15	100	5	seven	seven	NUM
agb-15	100	6	activities	activity	NOUN
agb-15	100	7	relating	relate	VERB
agb-15	100	8	to	to	ADP
agb-15	100	9	livestock	livestock	NOUN
agb-15	100	10	management	management	NOUN
agb-15	100	11	,	,	PUNCT
agb-15	100	12	a	a	DET
agb-15	100	13	livestock	livestock	NOUN
agb-15	100	14	keeper	keeper	NOUN
agb-15	100	15	was	be	AUX
agb-15	100	16	performing	perform	VERB
agb-15	100	17	1.60	1.60	NUM
agb-15	100	18	activities	activity	NOUN
agb-15	100	19	on	on	ADP
agb-15	100	20	average	average	ADJ
agb-15	100	21	.	.	PUNCT
agb-15	101	1	table	table	NOUN
agb-15	101	2	1	1	NUM
agb-15	101	3	:	:	PUNCT
agb-15	101	4	categorization	categorization	NOUN
agb-15	101	5	and	and	CCONJ
agb-15	101	6	a	a	DET
agb-15	101	7	priori	priori	ADJ
agb-15	101	8	expectation	expectation	NOUN
agb-15	101	9	of	of	ADP
agb-15	101	10	explanatory	explanatory	ADJ
agb-15	101	11	variables	variable	NOUN
agb-15	101	12	used	use	VERB
agb-15	101	13	livelihood	livelihood	NOUN
agb-15	101	14	assets	asset	NOUN
agb-15	101	15	explanatory	explanatory	ADJ
agb-15	101	16	variables	variable	NOUN
agb-15	101	17	type	type	NOUN
agb-15	101	18	of	of	ADP
agb-15	101	19	variable	variable	ADJ
agb-15	101	20	evidences	evidence	NOUN
agb-15	101	21	from	from	ADP
agb-15	101	22	literature	literature	NOUN
agb-15	101	23	expected	expect	VERB
agb-15	101	24	sign	sign	VERB
agb-15	101	25	natural	natural	ADJ
agb-15	101	26	capital	capital	NOUN
agb-15	101	27	lsize	lsize	NOUN
agb-15	101	28	:	:	PUNCT
agb-15	101	29	own	own	ADJ
agb-15	101	30	land	land	NOUN
agb-15	101	31	size	size	NOUN
agb-15	101	32	continuous	continuous	ADJ
agb-15	101	33	hassan	hassan	PROPN
agb-15	101	34	,	,	PUNCT
agb-15	101	35	ishaq	ishaq	PROPN
agb-15	101	36	,	,	PUNCT
agb-15	101	37	farooq	farooq	PROPN
agb-15	101	38	,	,	PUNCT
agb-15	101	39	and	and	CCONJ
agb-15	101	40	sadozai	sadozai	NOUN
agb-15	101	41	(	(	PUNCT
agb-15	101	42	2007	2007	NUM
agb-15	101	43	)	)	PUNCT
agb-15	101	44	for	for	ADP
agb-15	101	45	pakistan	pakistan	PROPN
agb-15	101	46	;	;	PUNCT
agb-15	101	47	de	de	X
agb-15	101	48	janvry	janvry	NOUN
agb-15	101	49	,	,	PUNCT
agb-15	101	50	sadoulet	sadoulet	NOUN
agb-15	101	51	,	,	PUNCT
agb-15	101	52	and	and	CCONJ
agb-15	101	53	zhu	zhu	X
agb-15	101	54	(	(	PUNCT
agb-15	101	55	2005	2005	NUM
agb-15	101	56	)	)	PUNCT
agb-15	102	1	+	+	CCONJ
agb-15	102	2	human	human	ADJ
agb-15	102	3	capital	capital	NOUN
agb-15	102	4	fedu	fedu	NOUN
agb-15	102	5	:	:	PUNCT
agb-15	102	6	farmer	farmer	NOUN
agb-15	102	7	's	's	PART
agb-15	102	8	level	level	NOUN
agb-15	102	9	of	of	ADP
agb-15	102	10	education	education	NOUN
agb-15	102	11	discrete	discrete	NOUN
agb-15	102	12	s.	s.	PROPN
agb-15	102	13	ibrahim	ibrahim	PROPN
agb-15	102	14	(	(	PUNCT
agb-15	102	15	2013	2013	NUM
agb-15	102	16	)	)	PUNCT
agb-15	102	17	for	for	ADP
agb-15	102	18	sudan	sudan	PROPN
agb-15	102	19	;	;	PUNCT
agb-15	102	20	aikaeli	aikaeli	PROPN
agb-15	102	21	(	(	PUNCT
agb-15	102	22	2010	2010	NUM
agb-15	102	23	)	)	PUNCT
agb-15	102	24	for	for	ADP
agb-15	102	25	tanzania	tanzania	PROPN
agb-15	102	26	;	;	PUNCT
agb-15	102	27	mabe	mabe	NOUN
agb-15	102	28	and	and	CCONJ
agb-15	102	29	oladele	oladele	PROPN
agb-15	102	30	(	(	PUNCT
agb-15	102	31	2012	2012	NUM
agb-15	102	32	)	)	PUNCT
agb-15	102	33	for	for	ADP
agb-15	102	34	south	south	PROPN
agb-15	102	35	africa	africa	PROPN
agb-15	102	36	;	;	PUNCT
agb-15	102	37	iiyama	iiyama	PROPN
agb-15	102	38	(	(	PUNCT
agb-15	102	39	2006	2006	NUM
agb-15	102	40	)	)	PUNCT
agb-15	102	41	for	for	ADP
agb-15	102	42	kenya	kenya	PROPN
agb-15	102	43	fptpn	fptpn	NOUN
agb-15	102	44	:	:	PUNCT
agb-15	102	45	farmer	farmer	NOUN
agb-15	102	46	's	's	PART
agb-15	102	47	level	level	NOUN
agb-15	102	48	of	of	ADP
agb-15	102	49	participation	participation	NOUN
agb-15	102	50	in	in	ADP
agb-15	102	51	livestock	livestock	NOUN
agb-15	102	52	rearing	rear	VERB
agb-15	102	53	activities	activity	NOUN
agb-15	102	54	discrete	discrete	ADJ
agb-15	102	55	s.	s.	PROPN
agb-15	102	56	ibrahim	ibrahim	PROPN
agb-15	102	57	(	(	PUNCT
agb-15	102	58	2013	2013	NUM
agb-15	102	59	)	)	PUNCT
agb-15	102	60	;	;	PUNCT
agb-15	102	61	iiyama	iiyama	PROPN
agb-15	102	62	(	(	PUNCT
agb-15	102	63	2006	2006	NUM
agb-15	102	64	)	)	PUNCT
agb-15	102	65	;	;	PUNCT
agb-15	102	66	schwarze	schwarze	NOUN
agb-15	102	67	(	(	PUNCT
agb-15	102	68	2004a	2004a	NUM
agb-15	102	69	)	)	PUNCT
agb-15	102	70	for	for	ADP
agb-15	102	71	indonesia	indonesia	PROPN
agb-15	102	72	+	+	CCONJ
agb-15	102	73	physical	physical	ADJ
agb-15	102	74	capital	capital	NOUN
agb-15	102	75	hsize	hsize	NOUN
agb-15	102	76	:	:	PUNCT
agb-15	102	77	herd	herd	NOUN
agb-15	102	78	size	size	NOUN
agb-15	102	79	discrete	discrete	ADJ
agb-15	102	80	derib	derib	PROPN
agb-15	102	81	(	(	PUNCT
agb-15	102	82	2010	2010	NUM
agb-15	102	83	)	)	PUNCT
agb-15	102	84	for	for	ADP
agb-15	102	85	ethiopia	ethiopia	PROPN
agb-15	102	86	;	;	PUNCT
agb-15	102	87	ishaq	ishaq	PROPN
agb-15	102	88	,	,	PUNCT
agb-15	102	89	farooq	farooq	PROPN
agb-15	102	90	,	,	PUNCT
agb-15	102	91	and	and	CCONJ
agb-15	102	92	farooq	farooq	PROPN
agb-15	102	93	(	(	PUNCT
agb-15	102	94	2007	2007	NUM
agb-15	102	95	)	)	PUNCT
agb-15	102	96	;	;	PUNCT
agb-15	102	97	mabe	mabe	NOUN
agb-15	102	98	and	and	CCONJ
agb-15	102	99	oladele	oladele	PROPN
agb-15	102	100	(	(	PUNCT
agb-15	102	101	2012	2012	NUM
agb-15	102	102	)	)	PUNCT
agb-15	102	103	;	;	PUNCT
agb-15	102	104	schwarze	schwarze	NOUN
agb-15	102	105	(	(	PUNCT
agb-15	102	106	2004a	2004a	NUM
agb-15	102	107	)	)	PUNCT
agb-15	103	1	+	+	CCONJ
agb-15	103	2	financial	financial	ADJ
agb-15	103	3	capital	capital	NOUN
agb-15	103	4	icrop	icrop	NOUN
agb-15	103	5	:	:	PUNCT
agb-15	103	6	the	the	DET
agb-15	103	7	total	total	ADJ
agb-15	103	8	(	(	PUNCT
agb-15	103	9	gross	gross	ADJ
agb-15	103	10	)	)	PUNCT
agb-15	103	11	annual	annual	ADJ
agb-15	103	12	income	income	NOUN
agb-15	103	13	derived	derive	VERB
agb-15	103	14	from	from	ADP
agb-15	103	15	crops	crop	NOUN
agb-15	103	16	continuous	continuous	ADJ
agb-15	103	17	+	+	X
agb-15	103	18	inonf	inonf	NOUN
agb-15	103	19	:	:	PUNCT
agb-15	103	20	the	the	DET
agb-15	103	21	total	total	ADJ
agb-15	103	22	(	(	PUNCT
agb-15	103	23	gross	gross	ADJ
agb-15	103	24	)	)	PUNCT
agb-15	103	25	annual	annual	ADJ
agb-15	103	26	income	income	NOUN
agb-15	103	27	derived	derive	VERB
agb-15	103	28	from	from	ADP
agb-15	103	29	nonfarm	nonfarm	PROPN
agb-15	103	30	sources	source	NOUN
agb-15	103	31	continuous	continuous	ADJ
agb-15	103	32	s.	s.	PROPN
agb-15	103	33	ibrahim	ibrahim	PROPN
agb-15	103	34	(	(	PUNCT
agb-15	103	35	2013	2013	NUM
agb-15	103	36	)	)	PUNCT
agb-15	104	1	+	+	CCONJ
agb-15	104	2	management	management	NOUN
agb-15	104	3	mgtc	mgtc	NOUN
agb-15	104	4	:	:	PUNCT
agb-15	105	1	no	no	INTJ
agb-15	105	2	.	.	PUNCT
agb-15	105	3	of	of	ADP
agb-15	105	4	managerial	managerial	ADJ
agb-15	105	5	constraints	constraint	NOUN
agb-15	105	6	discrete	discrete	ADJ
agb-15	105	7	shahid	shahid	NOUN
agb-15	105	8	,	,	PUNCT
agb-15	105	9	abdelfattah	abdelfattah	PROPN
agb-15	105	10	,	,	PUNCT
agb-15	105	11	and	and	CCONJ
agb-15	105	12	taha	taha	PROPN
agb-15	105	13	(	(	PUNCT
agb-15	105	14	2013	2013	NUM
agb-15	105	15	)	)	PUNCT
agb-15	105	16	for	for	ADP
agb-15	105	17	pakistan	pakistan	PROPN
agb-15	105	18	dependent	dependent	ADJ
agb-15	105	19	variable	variable	ADJ
agb-15	105	20	ilstock	ilstock	NOUN
agb-15	105	21	:	:	PUNCT
agb-15	105	22	the	the	DET
agb-15	105	23	total	total	ADJ
agb-15	105	24	(	(	PUNCT
agb-15	105	25	gross	gross	ADJ
agb-15	105	26	)	)	PUNCT
agb-15	105	27	annual	annual	ADJ
agb-15	105	28	income	income	NOUN
agb-15	105	29	derived	derive	VERB
agb-15	105	30	from	from	ADP
agb-15	105	31	livestock	livestock	NOUN
agb-15	105	32	continuous	continuous	ADJ
agb-15	105	33	derib	derib	PROPN
agb-15	105	34	(	(	PUNCT
agb-15	105	35	2010	2010	NUM
agb-15	105	36	)	)	PUNCT
agb-15	105	37	source	source	NOUN
agb-15	105	38	:	:	PUNCT
agb-15	105	39	author	author	NOUN
agb-15	105	40	's	's	PART
agb-15	105	41	own	own	ADJ
agb-15	105	42	compilation	compilation	NOUN
agb-15	105	43	from	from	ADP
agb-15	105	44	previous	previous	ADJ
agb-15	105	45	literature	literature	NOUN
agb-15	105	46	the	the	DET
agb-15	105	47	physical	physical	ADJ
agb-15	105	48	capital	capital	NOUN
agb-15	105	49	portfolio	portfolio	NOUN
agb-15	105	50	of	of	ADP
agb-15	105	51	a	a	DET
agb-15	105	52	farm	farm	NOUN
agb-15	105	53	household	household	NOUN
agb-15	105	54	was	be	AUX
agb-15	105	55	generally	generally	ADV
agb-15	105	56	comprised	comprise	VERB
agb-15	105	57	of	of	ADP
agb-15	105	58	an	an	DET
agb-15	105	59	inventory	inventory	NOUN
agb-15	105	60	of	of	ADP
agb-15	105	61	livestock	livestock	NOUN
agb-15	105	62	assets	asset	NOUN
agb-15	105	63	kept	keep	VERB
agb-15	105	64	by	by	ADP
agb-15	105	65	that	that	DET
agb-15	105	66	household	household	NOUN
agb-15	105	67	.	.	PUNCT
agb-15	106	1	at	at	ADP
agb-15	106	2	the	the	DET
agb-15	106	3	same	same	ADJ
agb-15	106	4	time	time	NOUN
agb-15	106	5	,	,	PUNCT
agb-15	106	6	the	the	DET
agb-15	106	7	financial	financial	ADJ
agb-15	106	8	capital	capital	NOUN
agb-15	106	9	portfolio	portfolio	NOUN
agb-15	106	10	of	of	ADP
agb-15	106	11	a	a	DET
agb-15	106	12	farm	farm	NOUN
agb-15	106	13	household	household	NOUN
agb-15	106	14	comprised	comprise	VERB
agb-15	106	15	diverse	diverse	ADJ
agb-15	106	16	sources	source	NOUN
agb-15	106	17	of	of	ADP
agb-15	106	18	household	household	NOUN
agb-15	106	19	income	income	NOUN
agb-15	106	20	from	from	ADP
agb-15	106	21	farm	farm	NOUN
agb-15	106	22	and	and	CCONJ
agb-15	106	23	nonfarm	nonfarm	PROPN
agb-15	106	24	sources	source	NOUN
agb-15	106	25	.	.	PUNCT
agb-15	107	1	a	a	DET
agb-15	107	2	livestock	livestock	NOUN
agb-15	107	3	herder	herder	NOUN
agb-15	107	4	can	can	AUX
agb-15	107	5	be	be	AUX
agb-15	107	6	classified	classify	VERB
agb-15	107	7	as	as	ADP
agb-15	107	8	a	a	DET
agb-15	107	9	small	small	ADJ
agb-15	107	10	herder	herder	NOUN
agb-15	107	11	when	when	SCONJ
agb-15	107	12	the	the	DET
agb-15	107	13	herd	herd	NOUN
agb-15	107	14	size	size	NOUN
agb-15	107	15	owned	own	VERB
agb-15	107	16	by	by	ADP
agb-15	107	17	the	the	DET
agb-15	107	18	herder	herder	NOUN
agb-15	107	19	is	be	AUX
agb-15	107	20	less	less	ADJ
agb-15	107	21	than	than	ADP
agb-15	107	22	4	4	NUM
agb-15	107	23	animal	animal	NOUN
agb-15	107	24	heads	head	NOUN
agb-15	107	25	(	(	PUNCT
agb-15	107	26	moaeen	moaeen	PROPN
agb-15	107	27	-	-	PUNCT
agb-15	107	28	ud	ud	ADP
agb-15	107	29	-	-	PUNCT
agb-15	107	30	din	din	NOUN
agb-15	107	31	&	&	CCONJ
agb-15	107	32	babar	babar	PROPN
agb-15	107	33	,	,	PUNCT
agb-15	107	34	2006	2006	NUM
agb-15	107	35	)	)	PUNCT
agb-15	107	36	.	.	PUNCT
agb-15	108	1	in	in	ADP
agb-15	108	2	the	the	DET
agb-15	108	3	study	study	NOUN
agb-15	108	4	area	area	NOUN
agb-15	108	5	,	,	PUNCT
agb-15	108	6	the	the	DET
agb-15	108	7	average	average	ADJ
agb-15	108	8	number	number	NOUN
agb-15	108	9	of	of	ADP
agb-15	108	10	animals	animal	NOUN
agb-15	108	11	kept	keep	VERB
agb-15	108	12	by	by	ADP
agb-15	108	13	a	a	DET
agb-15	108	14	herder	herder	NOUN
agb-15	108	15	was	be	AUX
agb-15	108	16	more	more	ADJ
agb-15	108	17	than	than	ADP
agb-15	108	18	5	5	NUM
agb-15	108	19	heads	head	NOUN
agb-15	108	20	.	.	PUNCT
agb-15	109	1	the	the	DET
agb-15	109	2	average	average	ADJ
agb-15	109	3	annual	annual	ADJ
agb-15	109	4	incomes	income	NOUN
agb-15	109	5	earned	earn	VERB
agb-15	109	6	by	by	ADP
agb-15	109	7	the	the	DET
agb-15	109	8	household	household	NOUN
agb-15	109	9	from	from	ADP
agb-15	109	10	crops	crop	NOUN
agb-15	109	11	,	,	PUNCT
agb-15	109	12	animals	animal	NOUN
agb-15	109	13	,	,	PUNCT
agb-15	109	14	and	and	CCONJ
agb-15	109	15	nonfarm	nonfarm	PROPN
agb-15	109	16	sources	source	NOUN
agb-15	109	17	were	be	AUX
agb-15	109	18	respectively	respectively	ADV
agb-15	109	19	1.200	1.200	NUM
agb-15	109	20	,	,	PUNCT
agb-15	109	21	0.535	0.535	NUM
agb-15	109	22	,	,	PUNCT
agb-15	109	23	and	and	CCONJ
agb-15	109	24	0.640	0.640	NUM
agb-15	109	25	hundred	hundred	NUM
agb-15	109	26	thousand	thousand	NUM
agb-15	109	27	in	in	ADP
agb-15	109	28	pakistani	pakistani	ADJ
agb-15	109	29	rupees	rupee	NOUN
agb-15	109	30	.	.	PUNCT
agb-15	110	1	it	it	PRON
agb-15	110	2	means	mean	VERB
agb-15	110	3	that	that	SCONJ
agb-15	110	4	,	,	PUNCT
agb-15	110	5	on	on	ADP
agb-15	110	6	an	an	DET
agb-15	110	7	average	average	ADJ
agb-15	110	8	basis	basis	NOUN
agb-15	110	9	,	,	PUNCT
agb-15	110	10	a	a	DET
agb-15	110	11	farm	farm	NOUN
agb-15	110	12	household	household	NOUN
agb-15	110	13	is	be	AUX
agb-15	110	14	earning	earn	VERB
agb-15	110	15	the	the	DET
agb-15	110	16	central	central	ADJ
agb-15	110	17	part	part	NOUN
agb-15	110	18	(	(	PUNCT
agb-15	110	19	nearly	nearly	ADV
agb-15	110	20	50	50	NUM
agb-15	110	21	%	%	NOUN
agb-15	110	22	)	)	PUNCT
agb-15	110	23	of	of	ADP
agb-15	110	24	its	its	PRON
agb-15	110	25	total	total	ADJ
agb-15	110	26	annual	annual	ADJ
agb-15	110	27	income	income	NOUN
agb-15	110	28	from	from	ADP
agb-15	110	29	crops	crop	NOUN
agb-15	110	30	and	and	CCONJ
agb-15	110	31	the	the	DET
agb-15	110	32	remaining	remain	VERB
agb-15	110	33	part	part	NOUN
agb-15	110	34	from	from	ADP
agb-15	110	35	livestock	livestock	NOUN
agb-15	110	36	(	(	PUNCT
agb-15	110	37	23	23	NUM
agb-15	110	38	%	%	NOUN
agb-15	110	39	)	)	PUNCT
agb-15	110	40	and	and	CCONJ
agb-15	110	41	nonfarm	nonfarm	NOUN
agb-15	110	42	(	(	PUNCT
agb-15	110	43	27	27	NUM
agb-15	110	44	%	%	NOUN
agb-15	110	45	)	)	PUNCT
agb-15	110	46	sources	source	NOUN
agb-15	110	47	.	.	PUNCT
agb-15	111	1	the	the	DET
agb-15	111	2	majority	majority	NOUN
agb-15	111	3	of	of	ADP
agb-15	111	4	the	the	DET
agb-15	111	5	farmers	farmer	NOUN
agb-15	111	6	had	have	VERB
agb-15	111	7	more	more	ADJ
agb-15	111	8	than	than	ADP
agb-15	111	9	one	one	NUM
agb-15	111	10	managerial	managerial	ADJ
agb-15	111	11	constraint	constraint	NOUN
agb-15	111	12	regarding	regard	VERB
agb-15	111	13	livestock	livestock	NOUN
agb-15	111	14	farming	farming	NOUN
agb-15	111	15	.	.	PUNCT
agb-15	112	1	3.2	3.2	NUM
agb-15	112	2	.	.	PUNCT
agb-15	113	1	inferential	inferential	ADJ
agb-15	113	2	statistical	statistical	ADJ
agb-15	113	3	analysis	analysis	NOUN
agb-15	113	4	for	for	ADP
agb-15	113	5	this	this	DET
agb-15	113	6	study	study	NOUN
agb-15	113	7	,	,	PUNCT
agb-15	113	8	land	land	NOUN
agb-15	113	9	as	as	ADP
agb-15	113	10	a	a	DET
agb-15	113	11	livelihood	livelihood	NOUN
agb-15	113	12	asset	asset	NOUN
agb-15	113	13	refers	refer	VERB
agb-15	113	14	to	to	ADP
agb-15	113	15	the	the	DET
agb-15	113	16	area	area	NOUN
agb-15	113	17	or	or	CCONJ
agb-15	113	18	a	a	DET
agb-15	113	19	piece	piece	NOUN
agb-15	113	20	of	of	ADP
agb-15	113	21	ground	ground	NOUN
agb-15	113	22	that	that	SCONJ
agb-15	113	23	a	a	DET
agb-15	113	24	farmer	farmer	NOUN
agb-15	113	25	owns	own	VERB
agb-15	113	26	as	as	ADP
agb-15	113	27	property	property	NOUN
agb-15	113	28	and	and	CCONJ
agb-15	113	29	uses	use	VERB
agb-15	113	30	it	it	PRON
agb-15	113	31	,	,	PUNCT
agb-15	113	32	particularly	particularly	ADV
agb-15	113	33	for	for	ADP
agb-15	113	34	agricultural	agricultural	ADJ
agb-15	113	35	purposes	purpose	NOUN
agb-15	113	36	,	,	PUNCT
agb-15	113	37	to	to	PART
agb-15	113	38	earn	earn	VERB
agb-15	113	39	income	income	NOUN
agb-15	113	40	.	.	PUNCT
agb-15	114	1	in	in	ADP
agb-15	114	2	the	the	DET
agb-15	114	3	analyses	analysis	NOUN
agb-15	114	4	,	,	PUNCT
agb-15	114	5	the	the	DET
agb-15	114	6	farmer	farmer	NOUN
agb-15	114	7	's	's	PART
agb-15	114	8	own	own	ADJ
agb-15	114	9	land	land	NOUN
agb-15	114	10	size	size	NOUN
agb-15	114	11	(	(	PUNCT
agb-15	114	12	lsize	lsize	PROPN
agb-15	114	13	)	)	PUNCT
agb-15	114	14	was	be	AUX
agb-15	114	15	significant	significant	ADJ
agb-15	114	16	at	at	ADP
agb-15	114	17	10	10	NUM
agb-15	114	18	%	%	NOUN
agb-15	114	19	level	level	NOUN
agb-15	114	20	of	of	ADP
agb-15	114	21	significance	significance	NOUN
agb-15	114	22	and	and	CCONJ
agb-15	114	23	negatively	negatively	ADV
agb-15	114	24	associated	associate	VERB
agb-15	114	25	with	with	ADP
agb-15	114	26	the	the	DET
agb-15	114	27	income	income	NOUN
agb-15	114	28	earned	earn	VERB
agb-15	114	29	from	from	ADP
agb-15	114	30	livestock	livestock	NOUN
agb-15	114	31	(	(	PUNCT
agb-15	114	32	see	see	VERB
agb-15	114	33	table	table	NOUN
agb-15	114	34	2	2	NUM
agb-15	114	35	)	)	PUNCT
agb-15	114	36	.	.	PUNCT
agb-15	115	1	the	the	DET
agb-15	115	2	value	value	NOUN
agb-15	115	3	of	of	ADP
agb-15	115	4	the	the	DET
agb-15	115	5	coefficient	coefficient	NOUN
agb-15	115	6	implies	imply	VERB
agb-15	115	7	that	that	SCONJ
agb-15	115	8	keeping	keep	VERB
agb-15	115	9	the	the	DET
agb-15	115	10	effect	effect	NOUN
agb-15	115	11	of	of	ADP
agb-15	115	12	other	other	ADJ
agb-15	115	13	variables	variable	NOUN
agb-15	115	14	constant	constant	ADJ
agb-15	115	15	,	,	PUNCT
agb-15	115	16	one	one	NUM
agb-15	115	17	unit	unit	NOUN
agb-15	115	18	increase	increase	NOUN
agb-15	115	19	in	in	ADP
agb-15	115	20	the	the	DET
agb-15	115	21	acreage	acreage	NOUN
agb-15	115	22	of	of	ADP
agb-15	115	23	farmland	farmland	NOUN
agb-15	115	24	owned	own	VERB
agb-15	115	25	by	by	ADP
agb-15	115	26	a	a	DET
agb-15	115	27	farmer	farmer	NOUN
agb-15	115	28	may	may	AUX
agb-15	115	29	lead	lead	VERB
agb-15	115	30	to	to	ADP
agb-15	115	31	the	the	DET
agb-15	115	32	0.007	0.007	NUM
agb-15	115	33	units	unit	NOUN
agb-15	115	34	decrease	decrease	VERB
agb-15	115	35	in	in	ADP
agb-15	115	36	the	the	DET
agb-15	115	37	income	income	NOUN
agb-15	115	38	earned	earn	VERB
agb-15	115	39	through	through	ADP
agb-15	115	40	livestock	livestock	NOUN
agb-15	115	41	which	which	PRON
agb-15	115	42	contradicts	contradict	VERB
agb-15	115	43	with	with	ADP
agb-15	115	44	(	(	PUNCT
agb-15	115	45	de	de	X
agb-15	115	46	janvry	janvry	X
agb-15	115	47	et	et	PROPN
agb-15	115	48	al	al	PROPN
agb-15	115	49	.	.	PROPN
agb-15	115	50	,	,	PUNCT
agb-15	115	51	2005	2005	NUM
agb-15	115	52	;	;	PUNCT
agb-15	115	53	hassan	hassan	PROPN
agb-15	115	54	et	et	PROPN
agb-15	115	55	al	al	PROPN
agb-15	115	56	.	.	PROPN
agb-15	115	57	,	,	PUNCT
agb-15	115	58	2007	2007	NUM
agb-15	115	59	)	)	PUNCT
agb-15	115	60	.	.	PUNCT
agb-15	116	1	in	in	ADP
agb-15	116	2	rural	rural	ADJ
agb-15	116	3	punjab	punjab	PROPN
agb-15	116	4	,	,	PUNCT
agb-15	116	5	the	the	DET
agb-15	116	6	landless	landless	NOUN
agb-15	116	7	or	or	CCONJ
agb-15	116	8	the	the	DET
agb-15	116	9	farmers	farmer	NOUN
agb-15	116	10	with	with	ADP
agb-15	116	11	less	less	ADJ
agb-15	116	12	acreage	acreage	NOUN
agb-15	116	13	of	of	ADP
agb-15	116	14	land	land	NOUN
agb-15	116	15	assets	asset	NOUN
agb-15	116	16	rely	rely	VERB
agb-15	116	17	more	more	ADV
agb-15	116	18	heavily	heavily	ADV
agb-15	116	19	on	on	ADP
agb-15	116	20	livestock	livestock	NOUN
agb-15	116	21	farming	farming	NOUN
agb-15	116	22	to	to	PART
agb-15	116	23	earn	earn	VERB
agb-15	116	24	the	the	DET
agb-15	116	25	more	more	ADV
agb-15	116	26	significant	significant	ADJ
agb-15	116	27	share	share	NOUN
agb-15	116	28	of	of	ADP
agb-15	116	29	their	their	PRON
agb-15	116	30	total	total	ADJ
agb-15	116	31	annual	annual	ADJ
agb-15	116	32	farm	farm	NOUN
agb-15	116	33	income	income	NOUN
agb-15	116	34	.	.	PUNCT
agb-15	117	1	in	in	ADP
agb-15	117	2	the	the	DET
agb-15	117	3	current	current	ADJ
agb-15	117	4	study	study	NOUN
agb-15	117	5	,	,	PUNCT
agb-15	117	6	human	human	ADJ
agb-15	117	7	capital	capital	NOUN
agb-15	117	8	as	as	ADP
agb-15	117	9	a	a	DET
agb-15	117	10	livelihood	livelihood	NOUN
agb-15	117	11	asset	asset	NOUN
agb-15	117	12	comprises	comprise	VERB
agb-15	117	13	two	two	NUM
agb-15	117	14	categories	category	NOUN
agb-15	117	15	.	.	PUNCT
agb-15	118	1	first	first	ADV
agb-15	118	2	is	be	AUX
agb-15	118	3	the	the	DET
agb-15	118	4	educational	educational	ADJ
agb-15	118	5	level	level	NOUN
agb-15	118	6	of	of	ADP
agb-15	118	7	the	the	DET
agb-15	118	8	farmer	farmer	NOUN
agb-15	118	9	(	(	PUNCT
agb-15	118	10	fedu	fedu	PROPN
agb-15	118	11	)	)	PUNCT
agb-15	118	12	,	,	PUNCT
agb-15	118	13	depicting	depict	VERB
agb-15	118	14	the	the	DET
agb-15	118	15	qualitative	qualitative	ADJ
agb-15	118	16	aspect	aspect	NOUN
agb-15	118	17	of	of	ADP
agb-15	118	18	the	the	DET
agb-15	118	19	human	human	ADJ
agb-15	118	20	capital	capital	NOUN
agb-15	118	21	involved	involve	VERB
agb-15	118	22	in	in	ADP
agb-15	118	23	livestock	livestock	NOUN
agb-15	118	24	farming	farming	NOUN
agb-15	118	25	.	.	PUNCT
agb-15	119	1	for	for	ADP
agb-15	119	2	the	the	DET
agb-15	119	3	inclusion	inclusion	NOUN
agb-15	119	4	of	of	ADP
agb-15	119	5	this	this	DET
agb-15	119	6	variable	variable	NOUN
agb-15	119	7	in	in	ADP
agb-15	119	8	the	the	DET
agb-15	119	9	model	model	NOUN
agb-15	119	10	,	,	PUNCT
agb-15	119	11	it	it	PRON
agb-15	119	12	was	be	AUX
agb-15	119	13	hypothesized	hypothesize	VERB
agb-15	119	14	that	that	SCONJ
agb-15	119	15	as	as	SCONJ
agb-15	119	16	compared	compare	VERB
agb-15	119	17	to	to	ADP
agb-15	119	18	a	a	DET
agb-15	119	19	farmer	farmer	NOUN
agb-15	119	20	with	with	ADP
agb-15	119	21	nil	nil	NOUN
agb-15	119	22	or	or	CCONJ
agb-15	119	23	less	less	ADJ
agb-15	119	24	number	number	NOUN
agb-15	119	25	schooling	schooling	NOUN
agb-15	119	26	years	year	NOUN
agb-15	119	27	,	,	PUNCT
agb-15	119	28	a	a	DET
agb-15	119	29	farmer	farmer	NOUN
agb-15	119	30	with	with	ADP
agb-15	119	31	relatively	relatively	ADV
agb-15	119	32	more	more	ADJ
agb-15	119	33	number	number	NOUN
agb-15	119	34	schooling	schooling	NOUN
agb-15	119	35	years	year	NOUN
agb-15	119	36	could	could	AUX
agb-15	119	37	perform	perform	VERB
agb-15	119	38	livestock	livestock	NOUN
agb-15	119	39	-	-	PUNCT
agb-15	119	40	related	relate	VERB
agb-15	119	41	tasks	task	NOUN
agb-15	119	42	more	more	ADV
agb-15	119	43	efficiently	efficiently	ADV
agb-15	119	44	and	and	CCONJ
agb-15	119	45	so	so	ADV
agb-15	119	46	would	would	AUX
agb-15	119	47	be	be	AUX
agb-15	119	48	able	able	ADJ
agb-15	119	49	to	to	PART
agb-15	119	50	earn	earn	VERB
agb-15	119	51	relatively	relatively	ADV
agb-15	119	52	more	more	ADJ
agb-15	119	53	income	income	NOUN
agb-15	119	54	from	from	ADP
agb-15	119	55	livestock	livestock	NOUN
agb-15	119	56	sources	source	NOUN
agb-15	119	57	as	as	ADP
agb-15	119	58	compared	compare	VERB
agb-15	119	59	to	to	ADP
agb-15	119	60	the	the	DET
agb-15	119	61	illiterate	illiterate	ADJ
agb-15	119	62	and	and	CCONJ
agb-15	119	63	less	less	ADV
agb-15	119	64	educated	educate	VERB
agb-15	119	65	farmers	farmer	NOUN
agb-15	119	66	.	.	PUNCT
agb-15	120	1	the	the	DET
agb-15	120	2	variable	variable	NOUN
agb-15	120	3	was	be	AUX
agb-15	120	4	found	find	VERB
agb-15	120	5	significant	significant	ADJ
agb-15	120	6	(	(	PUNCT
agb-15	120	7	at	at	ADP
agb-15	120	8	p	p	NOUN
agb-15	120	9	-	-	PUNCT
agb-15	120	10	value	value	NOUN
agb-15	120	11	<	<	X
agb-15	120	12	10	10	NUM
agb-15	120	13	%	%	NOUN
agb-15	120	14	)	)	PUNCT
agb-15	120	15	,	,	PUNCT
agb-15	120	16	but	but	CCONJ
agb-15	120	17	the	the	DET
agb-15	120	18	negative	negative	ADJ
agb-15	120	19	sign	sign	NOUN
agb-15	120	20	of	of	ADP
agb-15	120	21	the	the	DET
agb-15	120	22	coefficient	coefficient	NOUN
agb-15	120	23	rejects	reject	VERB
agb-15	120	24	our	our	PRON
agb-15	120	25	pre	pre	NOUN
agb-15	120	26	-	-	NOUN
agb-15	120	27	analysis	analysis	NOUN
agb-15	120	28	proposed	propose	VERB
agb-15	120	29	hypothesis	hypothesis	NOUN
agb-15	120	30	by	by	ADP
agb-15	120	31	stating	state	VERB
agb-15	120	32	that	that	SCONJ
agb-15	120	33	a	a	DET
agb-15	120	34	unit	unit	NOUN
agb-15	120	35	increase	increase	NOUN
agb-15	120	36	in	in	ADP
agb-15	120	37	the	the	DET
agb-15	120	38	farmer	farmer	NOUN
agb-15	120	39	's	's	PART
agb-15	120	40	number	number	NOUN
agb-15	120	41	of	of	ADP
agb-15	120	42	schooling	schooling	NOUN
agb-15	120	43	years	year	NOUN
agb-15	120	44	would	would	AUX
agb-15	120	45	bring	bring	VERB
agb-15	120	46	about	about	ADV
agb-15	120	47	0.011	0.011	NUM
agb-15	120	48	units	unit	NOUN
agb-15	120	49	to	to	PART
agb-15	120	50	decrease	decrease	VERB
agb-15	120	51	in	in	ADP
agb-15	120	52	the	the	DET
agb-15	120	53	income	income	NOUN
agb-15	120	54	earned	earn	VERB
agb-15	120	55	from	from	ADP
agb-15	120	56	livestock	livestock	NOUN
agb-15	120	57	.	.	PUNCT
agb-15	121	1	such	such	DET
agb-15	121	2	a	a	DET
agb-15	121	3	research	research	NOUN
agb-15	121	4	agbioforum	agbioforum	NOUN
agb-15	121	5	,	,	PUNCT
agb-15	121	6	21(3	21(3	NUM
agb-15	121	7	)	)	PUNCT
agb-15	121	8	,	,	PUNCT
agb-15	121	9	2019	2019	NUM
agb-15	121	10	|	|	ADV
agb-15	121	11	19	19	NUM
agb-15	121	12	ahmad	ahmad	NOUN
agb-15	121	13	,	,	PUNCT
agb-15	121	14	nawaz	nawaz	NOUN
agb-15	121	15	and	and	CCONJ
agb-15	121	16	bhatti	bhatti	PROPN
agb-15	121	17	.	.	PUNCT
agb-15	121	18	—	—	PUNCT
agb-15	121	19	livelihood	livelihood	NOUN
agb-15	121	20	assets	asset	NOUN
agb-15	121	21	and	and	CCONJ
agb-15	121	22	livestock	livestock	NOUN
agb-15	121	23	income	income	NOUN
agb-15	121	24	finding	finding	NOUN
agb-15	121	25	could	could	AUX
agb-15	121	26	be	be	AUX
agb-15	121	27	attributed	attribute	VERB
agb-15	121	28	to	to	ADP
agb-15	121	29	the	the	DET
agb-15	121	30	more	more	ADJ
agb-15	121	31	reliance	reliance	NOUN
agb-15	121	32	(	(	PUNCT
agb-15	121	33	for	for	ADP
agb-15	121	34	income	income	NOUN
agb-15	121	35	)	)	PUNCT
agb-15	121	36	of	of	ADP
agb-15	121	37	a	a	DET
agb-15	121	38	relatively	relatively	ADV
agb-15	121	39	educated	educate	VERB
agb-15	121	40	livestock	livestock	NOUN
agb-15	121	41	farmer	farmer	NOUN
agb-15	121	42	on	on	ADP
agb-15	121	43	the	the	DET
agb-15	121	44	nonfarm	nonfarm	NOUN
agb-15	121	45	sources	source	NOUN
agb-15	121	46	of	of	ADP
agb-15	121	47	earning	earn	VERB
agb-15	121	48	instead	instead	ADV
agb-15	121	49	of	of	ADP
agb-15	121	50	livestock	livestock	NOUN
agb-15	121	51	sources	source	NOUN
agb-15	121	52	.	.	PUNCT
agb-15	122	1	it	it	PRON
agb-15	122	2	is	be	AUX
agb-15	122	3	evident	evident	ADJ
agb-15	122	4	that	that	SCONJ
agb-15	122	5	after	after	ADP
agb-15	122	6	having	have	VERB
agb-15	122	7	more	more	ADJ
agb-15	122	8	schooling	schooling	NOUN
agb-15	122	9	years	year	NOUN
agb-15	122	10	,	,	PUNCT
agb-15	122	11	doing	do	VERB
agb-15	122	12	a	a	DET
agb-15	122	13	job	job	NOUN
agb-15	122	14	in	in	ADP
agb-15	122	15	the	the	DET
agb-15	122	16	services	service	NOUN
agb-15	122	17	or	or	CCONJ
agb-15	122	18	nonfarm	nonfarm	NOUN
agb-15	122	19	sector	sector	NOUN
agb-15	122	20	would	would	AUX
agb-15	122	21	be	be	AUX
agb-15	122	22	preferred	prefer	VERB
agb-15	122	23	over	over	ADP
agb-15	122	24	livestock	livestock	NOUN
agb-15	122	25	or	or	CCONJ
agb-15	122	26	crop	crop	NOUN
agb-15	122	27	farming	farming	NOUN
agb-15	122	28	(	(	PUNCT
agb-15	122	29	aikaeli	aikaeli	ADJ
agb-15	122	30	,	,	PUNCT
agb-15	122	31	2010	2010	NUM
agb-15	122	32	;	;	PUNCT
agb-15	122	33	s.	s.	PROPN
agb-15	122	34	ibrahim	ibrahim	PROPN
agb-15	122	35	,	,	PUNCT
agb-15	122	36	2013	2013	NUM
agb-15	122	37	;	;	PUNCT
agb-15	122	38	iiyama	iiyama	PROPN
agb-15	122	39	,	,	PUNCT
agb-15	122	40	2006	2006	NUM
agb-15	122	41	;	;	PUNCT
agb-15	122	42	mabe	mabe	PROPN
agb-15	122	43	&	&	CCONJ
agb-15	122	44	oladele	oladele	PROPN
agb-15	122	45	,	,	PUNCT
agb-15	122	46	2012	2012	NUM
agb-15	122	47	)	)	PUNCT
agb-15	122	48	.	.	PUNCT
agb-15	123	1	so	so	ADV
agb-15	123	2	,	,	PUNCT
agb-15	123	3	for	for	ADP
agb-15	123	4	educated	educate	VERB
agb-15	123	5	farmers	farmer	NOUN
agb-15	123	6	,	,	PUNCT
agb-15	123	7	livelihood	livelihood	NOUN
agb-15	123	8	opportunities	opportunity	NOUN
agb-15	123	9	are	be	AUX
agb-15	123	10	more	more	ADV
agb-15	123	11	comprehensive	comprehensive	ADJ
agb-15	123	12	,	,	PUNCT
agb-15	123	13	and	and	CCONJ
agb-15	123	14	for	for	ADP
agb-15	123	15	them	they	PRON
agb-15	123	16	farming	farming	NOUN
agb-15	123	17	would	would	AUX
agb-15	123	18	be	be	AUX
agb-15	123	19	a	a	DET
agb-15	123	20	secondary	secondary	ADJ
agb-15	123	21	source	source	NOUN
agb-15	123	22	of	of	ADP
agb-15	123	23	income	income	NOUN
agb-15	123	24	,	,	PUNCT
agb-15	123	25	while	while	SCONJ
agb-15	123	26	uneducated	uneducated	ADJ
agb-15	123	27	or	or	CCONJ
agb-15	123	28	less	less	ADV
agb-15	123	29	educated	educate	VERB
agb-15	123	30	farmers	farmer	NOUN
agb-15	123	31	,	,	PUNCT
agb-15	123	32	in	in	ADP
agb-15	123	33	general	general	ADJ
agb-15	123	34	,	,	PUNCT
agb-15	123	35	would	would	AUX
agb-15	123	36	be	be	AUX
agb-15	123	37	primarily	primarily	ADV
agb-15	123	38	and	and	CCONJ
agb-15	123	39	solely	solely	ADV
agb-15	123	40	depending	depend	VERB
agb-15	123	41	upon	upon	SCONJ
agb-15	123	42	on	on	ADP
agb-15	123	43	-	-	PUNCT
agb-15	123	44	farm	farm	NOUN
agb-15	123	45	sources	source	NOUN
agb-15	123	46	for	for	ADP
agb-15	123	47	earning	earn	VERB
agb-15	123	48	their	their	PRON
agb-15	123	49	livelihoods	livelihood	NOUN
agb-15	123	50	.	.	PUNCT
agb-15	124	1	table	table	NOUN
agb-15	124	2	2	2	NUM
agb-15	124	3	:	:	PUNCT
agb-15	124	4	descriptive	descriptive	ADJ
agb-15	124	5	and	and	CCONJ
agb-15	124	6	inferential	inferential	ADJ
agb-15	124	7	statistics	statistic	NOUN
agb-15	124	8	livelihood	livelihood	VERB
agb-15	124	9	assets	asset	NOUN
agb-15	124	10	(	(	PUNCT
agb-15	124	11	a	a	X
agb-15	124	12	)	)	PUNCT
agb-15	124	13	descriptive	descriptive	ADJ
agb-15	124	14	statistics	statistic	NOUN
agb-15	124	15	(	(	PUNCT
agb-15	124	16	b	b	X
agb-15	124	17	)	)	PUNCT
agb-15	124	18	multiple	multiple	ADJ
agb-15	124	19	linear	linear	ADJ
agb-15	124	20	regression	regression	NOUN
agb-15	124	21	explanatory	explanatory	ADJ
agb-15	124	22	variables	variable	NOUN
agb-15	124	23	mean	mean	VERB
agb-15	124	24	(	(	PUNCT
agb-15	124	25	sd	sd	NOUN
agb-15	124	26	)	)	PUNCT
agb-15	124	27	b	b	NOUN
agb-15	124	28	(	(	PUNCT
agb-15	124	29	std	std	NOUN
agb-15	124	30	.	.	NOUN
agb-15	124	31	error	error	NOUN
agb-15	124	32	)	)	PUNCT
agb-15	125	1	[	[	X
agb-15	125	2	t	t	NOUN
agb-15	125	3	-	-	PUNCT
agb-15	125	4	value	value	NOUN
agb-15	125	5	]	]	PUNCT
agb-15	125	6	collinearity	collinearity	NOUN
agb-15	125	7	statistics	statistic	NOUN
agb-15	125	8	vif	vif	PROPN
agb-15	125	9	values	value	NOUN
agb-15	125	10	constant	constant	ADJ
agb-15	125	11	0.125	0.125	NUM
agb-15	125	12	(	(	PUNCT
agb-15	125	13	0.080	0.080	NUM
agb-15	125	14	)	)	PUNCT
agb-15	126	1	[	[	X
agb-15	126	2	1.554	1.554	NUM
agb-15	126	3	]	]	SYM
agb-15	126	4	natural	natural	ADJ
agb-15	126	5	capital	capital	NOUN
agb-15	126	6	lsize	lsize	NOUN
agb-15	126	7	:	:	PUNCT
agb-15	126	8	own	own	ADJ
agb-15	126	9	land	land	NOUN
agb-15	126	10	size	size	NOUN
agb-15	126	11	5.3495	5.3495	NUM
agb-15	126	12	(	(	PUNCT
agb-15	126	13	8.0036	8.0036	NUM
agb-15	126	14	)	)	PUNCT
agb-15	126	15	-0.007	-0.007	NOUN
agb-15	126	16	*	*	PUNCT
agb-15	126	17	(	(	PUNCT
agb-15	126	18	0.004	0.004	NUM
agb-15	126	19	)	)	PUNCT
agb-15	127	1	[	[	X
agb-15	127	2	-1.697	-1.697	PUNCT
agb-15	127	3	1.330	1.330	NUM
agb-15	127	4	human	human	ADJ
agb-15	127	5	capital	capital	NOUN
agb-15	127	6	fedu	fedu	NOUN
agb-15	127	7	:	:	PUNCT
agb-15	127	8	farmer	farmer	NOUN
agb-15	127	9	’s	’s	PART
agb-15	127	10	level	level	NOUN
agb-15	127	11	of	of	ADP
agb-15	127	12	education	education	NOUN
agb-15	127	13	5.59	5.59	NUM
agb-15	127	14	(	(	PUNCT
agb-15	127	15	4.620	4.620	NUM
agb-15	127	16	)	)	PUNCT
agb-15	127	17	-0.011	-0.011	NOUN
agb-15	127	18	*	*	PUNCT
agb-15	127	19	(	(	PUNCT
agb-15	127	20	0.006	0.006	NUM
agb-15	127	21	)	)	PUNCT
agb-15	128	1	[	[	X
agb-15	128	2	-1.741	-1.741	X
agb-15	128	3	]	]	X
agb-15	128	4	1.137	1.137	NUM
agb-15	128	5	fptpn	fptpn	NOUN
agb-15	128	6	:	:	PUNCT
agb-15	128	7	farmer	farmer	NOUN
agb-15	128	8	’s	’s	PART
agb-15	128	9	level	level	NOUN
agb-15	128	10	of	of	ADP
agb-15	128	11	participation	participation	NOUN
agb-15	128	12	in	in	ADP
agb-15	128	13	livestock	livestock	NOUN
agb-15	128	14	rearing	rear	VERB
agb-15	128	15	activities	activity	NOUN
agb-15	128	16	1.60	1.60	NUM
agb-15	128	17	(	(	PUNCT
agb-15	128	18	1.826	1.826	NUM
agb-15	128	19	)	)	PUNCT
agb-15	128	20	0.043	0.043	NUM
agb-15	128	21	*	*	PUNCT
agb-15	128	22	*	*	PUNCT
agb-15	128	23	*	*	PUNCT
agb-15	128	24	(	(	PUNCT
agb-15	128	25	0.015	0.015	NUM
agb-15	128	26	)	)	PUNCT
agb-15	129	1	[	[	X
agb-15	129	2	2.797	2.797	NUM
agb-15	129	3	]	]	PUNCT
agb-15	129	4	1.061	1.061	NUM
agb-15	129	5	physical	physical	ADJ
agb-15	129	6	capital	capital	NOUN
agb-15	129	7	hsize	hsize	NOUN
agb-15	129	8	:	:	PUNCT
agb-15	129	9	herd	herd	NOUN
agb-15	129	10	size	size	NOUN
agb-15	129	11	5.61	5.61	NUM
agb-15	129	12	(	(	PUNCT
agb-15	129	13	4.538	4.538	NUM
agb-15	129	14	)	)	PUNCT
agb-15	129	15	0.019	0.019	NUM
agb-15	129	16	*	*	PUNCT
agb-15	129	17	*	*	PUNCT
agb-15	129	18	*	*	PUNCT
agb-15	129	19	(	(	PUNCT
agb-15	129	20	0.006	0.006	NUM
agb-15	129	21	)	)	PUNCT
agb-15	130	1	[	[	X
agb-15	130	2	2.995	2.995	NUM
agb-15	130	3	]	]	PUNCT
agb-15	130	4	1.109	1.109	NUM
agb-15	130	5	financial	financial	ADJ
agb-15	130	6	capital	capital	NOUN
agb-15	130	7	icrop	icrop	NOUN
agb-15	130	8	:	:	PUNCT
agb-15	130	9	the	the	DET
agb-15	130	10	total	total	ADJ
agb-15	130	11	(	(	PUNCT
agb-15	130	12	gross	gross	ADJ
agb-15	130	13	)	)	PUNCT
agb-15	130	14	annual	annual	ADJ
agb-15	130	15	income	income	NOUN
agb-15	130	16	derived	derive	VERB
agb-15	130	17	from	from	ADP
agb-15	130	18	crops	crop	NOUN
agb-15	130	19	1.2003	1.2003	NUM
agb-15	130	20	(	(	PUNCT
agb-15	130	21	2.0342	2.0342	NUM
agb-15	130	22	)	)	PUNCT
agb-15	130	23	0.224	0.224	NUM
agb-15	130	24	*	*	PUNCT
agb-15	130	25	*	*	PUNCT
agb-15	130	26	*	*	PUNCT
agb-15	130	27	(	(	PUNCT
agb-15	130	28	0.015	0.015	NUM
agb-15	130	29	)	)	PUNCT
agb-15	131	1	[	[	X
agb-15	131	2	15.334	15.334	NUM
agb-15	131	3	]	]	PUNCT
agb-15	131	4	1.211	1.211	NUM
agb-15	131	5	inonf	inonf	NOUN
agb-15	131	6	:	:	PUNCT
agb-15	131	7	the	the	DET
agb-15	131	8	total	total	ADJ
agb-15	131	9	(	(	PUNCT
agb-15	131	10	gross	gross	ADJ
agb-15	131	11	)	)	PUNCT
agb-15	131	12	annual	annual	ADJ
agb-15	131	13	income	income	NOUN
agb-15	131	14	derived	derive	VERB
agb-15	131	15	from	from	ADP
agb-15	131	16	nonfarm	nonfarm	NOUN
agb-15	131	17	sources	source	NOUN
agb-15	131	18	0.6407	0.6407	NUM
agb-15	131	19	(	(	PUNCT
agb-15	131	20	0.8075	0.8075	NUM
agb-15	131	21	)	)	PUNCT
agb-15	131	22	0.116	0.116	NUM
agb-15	131	23	*	*	PUNCT
agb-15	131	24	*	*	PUNCT
agb-15	131	25	*	*	PUNCT
agb-15	131	26	(	(	PUNCT
agb-15	131	27	0.036	0.036	NUM
agb-15	131	28	)	)	PUNCT
agb-15	132	1	[	[	X
agb-15	132	2	3.242	3.242	NUM
agb-15	132	3	]	]	SYM
agb-15	132	4	1.149	1.149	NUM
agb-15	132	5	management	management	NOUN
agb-15	132	6	mgtc	mgtc	NOUN
agb-15	132	7	:	:	PUNCT
agb-15	133	1	no	no	INTJ
agb-15	133	2	.	.	PUNCT
agb-15	133	3	of	of	ADP
agb-15	133	4	managerial	managerial	ADJ
agb-15	133	5	constraints	constraint	NOUN
agb-15	133	6	1.22	1.22	NUM
agb-15	133	7	(	(	PUNCT
agb-15	133	8	0.761	0.761	NUM
agb-15	133	9	)	)	PUNCT
agb-15	134	1	-0.009ns	-0.009ns	PROPN
agb-15	134	2	(	(	PUNCT
agb-15	134	3	0.038	0.038	NUM
agb-15	134	4	)	)	PUNCT
agb-15	135	1	[	[	X
agb-15	135	2	-0.237	-0.237	X
agb-15	135	3	]	]	X
agb-15	135	4	1.138	1.138	NUM
agb-15	135	5	dependent	dependent	ADJ
agb-15	135	6	variable	variable	ADJ
agb-15	135	7	ilstock	ilstock	NOUN
agb-15	135	8	:	:	PUNCT
agb-15	135	9	the	the	DET
agb-15	135	10	total	total	ADJ
agb-15	135	11	(	(	PUNCT
agb-15	135	12	gross	gross	ADJ
agb-15	135	13	)	)	PUNCT
agb-15	135	14	annual	annual	ADJ
agb-15	135	15	income	income	NOUN
agb-15	135	16	derived	derive	VERB
agb-15	135	17	from	from	ADP
agb-15	135	18	livestock	livestock	NOUN
agb-15	135	19	0.5353	0.5353	NUM
agb-15	135	20	(	(	PUNCT
agb-15	135	21	0.6809	0.6809	NUM
agb-15	135	22	)	)	PUNCT
agb-15	135	23	model	model	NOUN
agb-15	135	24	diagnostics	diagnostic	NOUN
agb-15	135	25	f	f	NOUN
agb-15	135	26	-	-	PUNCT
agb-15	135	27	value	value	NOUN
agb-15	135	28	42.105	42.105	NUM
agb-15	135	29	*	*	PUNCT
agb-15	135	30	*	*	PUNCT
agb-15	135	31	*	*	PUNCT
agb-15	135	32	r	r	NOUN
agb-15	135	33	square	square	NOUN
agb-15	135	34	0.465	0.465	NUM
agb-15	135	35	adjusted	adjust	VERB
agb-15	135	36	r	r	NOUN
agb-15	135	37	square	square	NOUN
agb-15	135	38	0.454	0.454	NUM
agb-15	135	39	std	std	NOUN
agb-15	135	40	.	.	PUNCT
agb-15	136	1	error	error	NOUN
agb-15	136	2	of	of	ADP
agb-15	136	3	the	the	DET
agb-15	136	4	estimate	estimate	NOUN
agb-15	136	5	0.5031	0.5031	NUM
agb-15	136	6	durbin	durbin	ADJ
agb-15	136	7	watson	watson	PROPN
agb-15	136	8	1.594	1.594	NUM
agb-15	136	9	note	note	NOUN
agb-15	136	10	:	:	PUNCT
agb-15	136	11	standard	standard	ADJ
agb-15	136	12	error	error	NOUN
agb-15	136	13	is	be	AUX
agb-15	136	14	written	write	VERB
agb-15	136	15	in	in	ADP
agb-15	136	16	(	(	PUNCT
agb-15	136	17	)	)	PUNCT
agb-15	136	18	parenthesis	parenthesis	NOUN
agb-15	136	19	and	and	CCONJ
agb-15	136	20	t	t	NOUN
agb-15	136	21	-	-	PUNCT
agb-15	136	22	stats	stat	NOUN
agb-15	136	23	value	value	NOUN
agb-15	136	24	is	be	AUX
agb-15	136	25	written	write	VERB
agb-15	136	26	in	in	ADP
agb-15	136	27	[	[	PUNCT
agb-15	136	28	]	]	X
agb-15	136	29	brackets	bracket	NOUN
agb-15	136	30	.	.	PUNCT
agb-15	137	1	*	*	PUNCT
agb-15	137	2	significance	significance	NOUN
agb-15	137	3	at	at	ADP
agb-15	137	4	10	10	NUM
agb-15	137	5	%	%	NOUN
agb-15	137	6	level	level	NOUN
agb-15	137	7	,	,	PUNCT
agb-15	137	8	*	*	PUNCT
agb-15	137	9	*	*	NOUN
agb-15	137	10	significance	significance	NOUN
agb-15	137	11	at	at	ADP
agb-15	137	12	5	5	NUM
agb-15	137	13	%	%	NOUN
agb-15	137	14	level	level	NOUN
agb-15	137	15	,	,	PUNCT
agb-15	137	16	and	and	CCONJ
agb-15	137	17	*	*	PUNCT
agb-15	137	18	*	*	PUNCT
agb-15	137	19	*	*	NOUN
agb-15	137	20	significance	significance	NOUN
agb-15	137	21	at	at	ADP
agb-15	137	22	1	1	NUM
agb-15	137	23	%	%	NOUN
agb-15	137	24	level	level	NOUN
agb-15	137	25	the	the	DET
agb-15	137	26	second	second	ADJ
agb-15	137	27	sub	sub	NOUN
agb-15	137	28	-	-	NOUN
agb-15	137	29	category	category	NOUN
agb-15	137	30	in	in	ADP
agb-15	137	31	human	human	ADJ
agb-15	137	32	capital	capital	NOUN
agb-15	137	33	is	be	AUX
agb-15	137	34	livestock	livestock	NOUN
agb-15	137	35	farmer	farmer	NOUN
agb-15	137	36	's	's	PART
agb-15	137	37	level	level	NOUN
agb-15	137	38	of	of	ADP
agb-15	137	39	participation	participation	NOUN
agb-15	137	40	(	(	PUNCT
agb-15	137	41	fptpn	fptpn	PROPN
agb-15	137	42	)	)	PUNCT
agb-15	137	43	in	in	ADP
agb-15	137	44	a	a	DET
agb-15	137	45	list	list	NOUN
agb-15	137	46	of	of	ADP
agb-15	137	47	seven	seven	NUM
agb-15	137	48	livestock	livestock	NOUN
agb-15	137	49	farming	farming	NOUN
agb-15	137	50	-	-	PUNCT
agb-15	137	51	related	relate	VERB
agb-15	137	52	activities	activity	NOUN
agb-15	137	53	.	.	PUNCT
agb-15	138	1	this	this	DET
agb-15	138	2	attribute	attribute	NOUN
agb-15	138	3	of	of	ADP
agb-15	138	4	human	human	ADJ
agb-15	138	5	capital	capital	NOUN
agb-15	138	6	was	be	AUX
agb-15	138	7	included	include	VERB
agb-15	138	8	to	to	PART
agb-15	138	9	investigate	investigate	VERB
agb-15	138	10	to	to	ADP
agb-15	138	11	which	which	DET
agb-15	138	12	extent	extent	NOUN
agb-15	138	13	and	and	CCONJ
agb-15	138	14	on	on	ADP
agb-15	138	15	which	which	DET
agb-15	138	16	pattern	pattern	NOUN
agb-15	138	17	the	the	DET
agb-15	138	18	human	human	ADJ
agb-15	138	19	labor	labor	NOUN
agb-15	138	20	contributed	contribute	VERB
agb-15	138	21	by	by	ADP
agb-15	138	22	a	a	DET
agb-15	138	23	livestock	livestock	NOUN
agb-15	138	24	farmer	farmer	NOUN
agb-15	138	25	translates	translate	VERB
agb-15	138	26	into	into	ADP
agb-15	138	27	livestock	livestock	NOUN
agb-15	138	28	income	income	NOUN
agb-15	138	29	as	as	SCONJ
agb-15	138	30	we	we	PRON
agb-15	138	31	can	can	AUX
agb-15	138	32	see	see	VERB
agb-15	138	33	from	from	ADP
agb-15	138	34	table	table	NOUN
agb-15	138	35	2	2	NUM
agb-15	138	36	,	,	PUNCT
agb-15	138	37	this	this	DET
agb-15	138	38	aspect	aspect	NOUN
agb-15	138	39	of	of	ADP
agb-15	138	40	human	human	ADJ
agb-15	138	41	capital	capital	NOUN
agb-15	138	42	was	be	AUX
agb-15	138	43	also	also	ADV
agb-15	138	44	found	find	VERB
agb-15	138	45	highly	highly	ADV
agb-15	138	46	significant	significant	ADJ
agb-15	138	47	(	(	PUNCT
agb-15	138	48	at	at	ADP
agb-15	138	49	p	p	NOUN
agb-15	138	50	-	-	PUNCT
agb-15	138	51	value	value	NOUN
agb-15	138	52	<	<	X
agb-15	138	53	1	1	NUM
agb-15	138	54	%	%	NOUN
agb-15	138	55	)	)	PUNCT
agb-15	138	56	.	.	PUNCT
agb-15	139	1	a	a	DET
agb-15	139	2	positive	positive	ADJ
agb-15	139	3	sign	sign	NOUN
agb-15	139	4	of	of	ADP
agb-15	139	5	the	the	DET
agb-15	139	6	coefficient	coefficient	NOUN
agb-15	139	7	states	state	VERB
agb-15	139	8	that	that	SCONJ
agb-15	139	9	a	a	DET
agb-15	139	10	unit	unit	NOUN
agb-15	139	11	increase	increase	NOUN
agb-15	139	12	in	in	ADP
agb-15	139	13	the	the	DET
agb-15	139	14	farmer	farmer	NOUN
agb-15	139	15	's	's	PART
agb-15	139	16	participation	participation	NOUN
agb-15	139	17	in	in	ADP
agb-15	139	18	livestock	livestock	NOUN
agb-15	139	19	rearing	rear	VERB
agb-15	139	20	activities	activity	NOUN
agb-15	139	21	would	would	AUX
agb-15	139	22	raise	raise	VERB
agb-15	139	23	the	the	DET
agb-15	139	24	income	income	NOUN
agb-15	139	25	earned	earn	VERB
agb-15	139	26	from	from	ADP
agb-15	139	27	livestock	livestock	NOUN
agb-15	139	28	by	by	ADP
agb-15	139	29	0.043	0.043	NUM
agb-15	139	30	units	unit	NOUN
agb-15	139	31	.	.	PUNCT
agb-15	140	1	this	this	DET
agb-15	140	2	finding	finding	NOUN
agb-15	140	3	could	could	AUX
agb-15	140	4	be	be	AUX
agb-15	140	5	associated	associate	VERB
agb-15	140	6	with	with	ADP
agb-15	140	7	the	the	DET
agb-15	140	8	fact	fact	NOUN
agb-15	140	9	that	that	SCONJ
agb-15	140	10	in	in	ADP
agb-15	140	11	the	the	DET
agb-15	140	12	rural	rural	ADJ
agb-15	140	13	context	context	NOUN
agb-15	140	14	of	of	ADP
agb-15	140	15	punjab	punjab	ADJ
agb-15	140	16	,	,	PUNCT
agb-15	140	17	most	most	ADJ
agb-15	140	18	farmers	farmer	NOUN
agb-15	140	19	are	be	AUX
agb-15	140	20	illiterate	illiterate	ADJ
agb-15	140	21	,	,	PUNCT
agb-15	140	22	resource	resource	NOUN
agb-15	140	23	poor	poor	ADJ
agb-15	140	24	,	,	PUNCT
agb-15	140	25	have	have	AUX
agb-15	140	26	limited	limit	VERB
agb-15	140	27	livelihood	livelihood	NOUN
agb-15	140	28	options	option	NOUN
agb-15	140	29	,	,	PUNCT
agb-15	140	30	and	and	CCONJ
agb-15	140	31	have	have	VERB
agb-15	140	32	small	small	ADJ
agb-15	140	33	landholdings	landholding	NOUN
agb-15	140	34	.	.	PUNCT
agb-15	141	1	hence	hence	ADV
agb-15	141	2	,	,	PUNCT
agb-15	141	3	by	by	ADP
agb-15	141	4	self	self	NOUN
agb-15	141	5	-	-	PUNCT
agb-15	141	6	employing	employing	NOUN
agb-15	141	7	and	and	CCONJ
agb-15	141	8	using	use	VERB
agb-15	141	9	family	family	NOUN
agb-15	141	10	labor	labor	NOUN
agb-15	141	11	in	in	ADP
agb-15	141	12	livestock	livestock	NOUN
agb-15	141	13	or	or	CCONJ
agb-15	141	14	crop	crop	NOUN
agb-15	141	15	farming	farming	NOUN
agb-15	141	16	,	,	PUNCT
agb-15	141	17	they	they	PRON
agb-15	141	18	heavily	heavily	ADV
agb-15	141	19	rely	rely	VERB
agb-15	141	20	on	on	ADP
agb-15	141	21	income	income	NOUN
agb-15	141	22	earned	earn	VERB
agb-15	141	23	from	from	ADP
agb-15	141	24	livestock	livestock	NOUN
agb-15	141	25	or	or	CCONJ
agb-15	141	26	crop	crop	NOUN
agb-15	141	27	.	.	PUNCT
agb-15	142	1	in	in	ADP
agb-15	142	2	this	this	DET
agb-15	142	3	way	way	NOUN
agb-15	142	4	,	,	PUNCT
agb-15	142	5	maximum	maximum	ADJ
agb-15	142	6	efforts	effort	NOUN
agb-15	142	7	are	be	AUX
agb-15	142	8	put	put	VERB
agb-15	142	9	by	by	ADP
agb-15	142	10	the	the	DET
agb-15	142	11	small	small	ADJ
agb-15	142	12	and	and	CCONJ
agb-15	142	13	resource	resource	NOUN
agb-15	142	14	deficient	deficient	ADJ
agb-15	142	15	farmers	farmer	NOUN
agb-15	142	16	to	to	PART
agb-15	142	17	capitalize	capitalize	VERB
agb-15	142	18	the	the	DET
agb-15	142	19	limited	limited	ADJ
agb-15	142	20	available	available	ADJ
agb-15	142	21	labor	labor	NOUN
agb-15	142	22	resources	resource	NOUN
agb-15	142	23	into	into	ADP
agb-15	142	24	farm	farm	NOUN
agb-15	142	25	income	income	NOUN
agb-15	142	26	.	.	PUNCT
agb-15	143	1	our	our	PRON
agb-15	143	2	findings	finding	NOUN
agb-15	143	3	regarding	regard	VERB
agb-15	143	4	qualitative	qualitative	ADJ
agb-15	143	5	and	and	CCONJ
agb-15	143	6	quantitative	quantitative	ADJ
agb-15	143	7	aspects	aspect	NOUN
agb-15	143	8	of	of	ADP
agb-15	143	9	human	human	ADJ
agb-15	143	10	capital	capital	NOUN
agb-15	143	11	are	be	AUX
agb-15	143	12	in	in	ADP
agb-15	143	13	line	line	NOUN
agb-15	143	14	with	with	ADP
agb-15	143	15	findings	finding	NOUN
agb-15	143	16	of	of	ADP
agb-15	143	17	the	the	DET
agb-15	143	18	study	study	NOUN
agb-15	143	19	conducted	conduct	VERB
agb-15	143	20	in	in	ADP
agb-15	143	21	sudan	sudan	PROPN
agb-15	143	22	by	by	ADP
agb-15	143	23	(	(	PUNCT
agb-15	143	24	s.	s.	PROPN
agb-15	143	25	ibrahim	ibrahim	PROPN
agb-15	143	26	,	,	PUNCT
agb-15	143	27	2013	2013	NUM
agb-15	143	28	)	)	PUNCT
agb-15	143	29	,	,	PUNCT
agb-15	143	30	which	which	PRON
agb-15	143	31	concluded	conclude	VERB
agb-15	143	32	that	that	SCONJ
agb-15	143	33	more	more	ADV
agb-15	143	34	educated	educate	VERB
agb-15	143	35	farmers	farmer	NOUN
agb-15	143	36	were	be	AUX
agb-15	143	37	earning	earn	VERB
agb-15	143	38	less	less	ADJ
agb-15	143	39	income	income	NOUN
agb-15	143	40	from	from	ADP
agb-15	143	41	livestock	livestock	NOUN
agb-15	143	42	farming	farming	NOUN
agb-15	143	43	as	as	SCONJ
agb-15	143	44	compared	compare	VERB
agb-15	143	45	to	to	ADP
agb-15	143	46	the	the	DET
agb-15	143	47	illiterate	illiterate	ADJ
agb-15	143	48	and	and	CCONJ
agb-15	143	49	less	less	ADV
agb-15	143	50	educated	educate	VERB
agb-15	143	51	farmers	farmer	NOUN
agb-15	143	52	.	.	PUNCT
agb-15	144	1	and	and	CCONJ
agb-15	144	2	in	in	ADP
agb-15	144	3	addition	addition	NOUN
agb-15	144	4	to	to	ADP
agb-15	144	5	this	this	PRON
agb-15	144	6	,	,	PUNCT
agb-15	144	7	the	the	DET
agb-15	144	8	households	household	NOUN
agb-15	144	9	with	with	ADP
agb-15	144	10	more	more	ADV
agb-15	144	11	available	available	ADJ
agb-15	144	12	family	family	NOUN
agb-15	144	13	laborers	laborer	NOUN
agb-15	144	14	were	be	AUX
agb-15	144	15	earning	earn	VERB
agb-15	144	16	more	more	ADJ
agb-15	144	17	income	income	NOUN
agb-15	144	18	from	from	ADP
agb-15	144	19	livestock	livestock	NOUN
agb-15	144	20	and	and	CCONJ
agb-15	144	21	vice	vice	NOUN
agb-15	144	22	versa	versa	ADV
agb-15	144	23	.	.	PUNCT
agb-15	145	1	physical	physical	ADJ
agb-15	145	2	capital	capital	NOUN
agb-15	145	3	,	,	PUNCT
agb-15	145	4	that	that	ADV
agb-15	145	5	is	is	ADV
agb-15	145	6	,	,	PUNCT
agb-15	145	7	herd	herd	ADJ
agb-15	145	8	size	size	NOUN
agb-15	145	9	(	(	PUNCT
agb-15	145	10	hsize	hsize	NOUN
agb-15	145	11	)	)	PUNCT
agb-15	145	12	,	,	PUNCT
agb-15	145	13	was	be	AUX
agb-15	145	14	positively	positively	ADV
agb-15	145	15	associated	associate	VERB
agb-15	145	16	with	with	ADP
agb-15	145	17	the	the	DET
agb-15	145	18	livestock	livestock	NOUN
agb-15	145	19	income	income	NOUN
agb-15	145	20	.	.	PUNCT
agb-15	146	1	the	the	DET
agb-15	146	2	variable	variable	NOUN
agb-15	146	3	's	's	PART
agb-15	146	4	coefficient	coefficient	NOUN
agb-15	146	5	was	be	AUX
agb-15	146	6	highly	highly	ADV
agb-15	146	7	significant	significant	ADJ
agb-15	146	8	at	at	ADP
agb-15	146	9	a	a	DET
agb-15	146	10	1	1	NUM
agb-15	146	11	%	%	NOUN
agb-15	146	12	level	level	NOUN
agb-15	146	13	of	of	ADP
agb-15	146	14	agbioforum	agbioforum	NOUN
agb-15	146	15	,	,	PUNCT
agb-15	146	16	21(3	21(3	NUM
agb-15	146	17	)	)	PUNCT
agb-15	146	18	,	,	PUNCT
agb-15	146	19	2019	2019	NUM
agb-15	146	20	|	|	ADV
agb-15	146	21	20	20	NUM
agb-15	146	22	ahmad	ahmad	NOUN
agb-15	146	23	,	,	PUNCT
agb-15	146	24	nawaz	nawaz	NOUN
agb-15	146	25	and	and	CCONJ
agb-15	146	26	bhatti	bhatti	PROPN
agb-15	146	27	.	.	PUNCT
agb-15	147	1	—	—	PUNCT
agb-15	147	2	livelihood	livelihood	NOUN
agb-15	147	3	assets	asset	NOUN
agb-15	147	4	and	and	CCONJ
agb-15	147	5	livestock	livestock	NOUN
agb-15	147	6	income	income	NOUN
agb-15	147	7	significance	significance	NOUN
agb-15	147	8	,	,	PUNCT
agb-15	147	9	stating	state	VERB
agb-15	147	10	that	that	SCONJ
agb-15	147	11	a	a	DET
agb-15	147	12	unit	unit	NOUN
agb-15	147	13	increase	increase	NOUN
agb-15	147	14	in	in	ADP
agb-15	147	15	the	the	DET
agb-15	147	16	number	number	NOUN
agb-15	147	17	of	of	ADP
agb-15	147	18	livestock	livestock	NOUN
agb-15	147	19	animals	animal	NOUN
agb-15	147	20	would	would	AUX
agb-15	147	21	raise	raise	VERB
agb-15	147	22	a	a	DET
agb-15	147	23	farmer	farmer	NOUN
agb-15	147	24	's	's	PART
agb-15	147	25	income	income	NOUN
agb-15	147	26	earned	earn	VERB
agb-15	147	27	from	from	ADP
agb-15	147	28	livestock	livestock	NOUN
agb-15	147	29	by	by	ADP
agb-15	147	30	0.019	0.019	NUM
agb-15	147	31	units	unit	NOUN
agb-15	147	32	.	.	PUNCT
agb-15	148	1	having	have	VERB
agb-15	148	2	a	a	DET
agb-15	148	3	large	large	ADJ
agb-15	148	4	herd	herd	NOUN
agb-15	148	5	size	size	NOUN
agb-15	148	6	implies	imply	VERB
agb-15	148	7	more	more	ADJ
agb-15	148	8	income	income	NOUN
agb-15	148	9	-	-	PUNCT
agb-15	148	10	generating	generate	VERB
agb-15	148	11	livestock	livestock	NOUN
agb-15	148	12	farming	farming	NOUN
agb-15	148	13	enterprises	enterprise	NOUN
agb-15	148	14	by	by	ADP
agb-15	148	15	generating	generate	VERB
agb-15	148	16	more	more	ADJ
agb-15	148	17	livestock	livestock	NOUN
agb-15	148	18	products	product	NOUN
agb-15	148	19	.	.	PUNCT
agb-15	149	1	more	more	ADJ
agb-15	149	2	revenue	revenue	NOUN
agb-15	149	3	earned	earn	VERB
agb-15	149	4	through	through	ADP
agb-15	149	5	keeping	keep	VERB
agb-15	149	6	large	large	ADJ
agb-15	149	7	herd	herd	NOUN
agb-15	149	8	size	size	NOUN
agb-15	149	9	may	may	AUX
agb-15	149	10	also	also	ADV
agb-15	149	11	be	be	AUX
agb-15	149	12	attributed	attribute	VERB
agb-15	149	13	to	to	ADP
agb-15	149	14	the	the	DET
agb-15	149	15	economies	economy	NOUN
agb-15	149	16	of	of	ADP
agb-15	149	17	scale	scale	NOUN
agb-15	149	18	in	in	ADP
agb-15	149	19	livestock	livestock	NOUN
agb-15	149	20	farming	farming	NOUN
agb-15	149	21	(	(	PUNCT
agb-15	149	22	derib	derib	PROPN
agb-15	149	23	,	,	PUNCT
agb-15	149	24	2010	2010	NUM
agb-15	149	25	;	;	PUNCT
agb-15	149	26	ishaq	ishaq	PROPN
agb-15	149	27	et	et	PROPN
agb-15	149	28	al	al	PROPN
agb-15	149	29	.	.	PROPN
agb-15	149	30	,	,	PUNCT
agb-15	149	31	2007	2007	NUM
agb-15	149	32	)	)	PUNCT
agb-15	149	33	.	.	PUNCT
agb-15	150	1	also	also	ADV
agb-15	150	2	,	,	PUNCT
agb-15	150	3	in	in	ADP
agb-15	150	4	the	the	DET
agb-15	150	5	livestock	livestock	NOUN
agb-15	150	6	producing	produce	VERB
agb-15	150	7	communities	community	NOUN
agb-15	150	8	of	of	ADP
agb-15	150	9	north	north	NOUN
agb-15	150	10	-	-	PUNCT
agb-15	150	11	west	west	NOUN
agb-15	150	12	province	province	NOUN
agb-15	150	13	of	of	ADP
agb-15	150	14	south	south	PROPN
agb-15	150	15	africa	africa	PROPN
agb-15	150	16	,	,	PUNCT
agb-15	150	17	herd	herd	NOUN
agb-15	150	18	size	size	NOUN
agb-15	150	19	(	(	PUNCT
agb-15	150	20	number	number	NOUN
agb-15	150	21	of	of	ADP
agb-15	150	22	cattle	cattle	NOUN
agb-15	150	23	)	)	PUNCT
agb-15	150	24	was	be	AUX
agb-15	150	25	found	find	VERB
agb-15	150	26	to	to	PART
agb-15	150	27	be	be	AUX
agb-15	150	28	having	have	VERB
agb-15	150	29	a	a	DET
agb-15	150	30	highly	highly	ADV
agb-15	150	31	significant	significant	ADJ
agb-15	150	32	and	and	CCONJ
agb-15	150	33	positive	positive	ADJ
agb-15	150	34	impact	impact	NOUN
agb-15	150	35	on	on	ADP
agb-15	150	36	the	the	DET
agb-15	150	37	livestock	livestock	NOUN
agb-15	150	38	income	income	NOUN
agb-15	150	39	(	(	PUNCT
agb-15	150	40	mabe	mabe	ADJ
agb-15	150	41	,	,	PUNCT
agb-15	150	42	antwi	antwi	ADJ
agb-15	150	43	,	,	PUNCT
agb-15	150	44	&	&	CCONJ
agb-15	150	45	oladele	oladele	PROPN
agb-15	150	46	,	,	PUNCT
agb-15	150	47	2010	2010	NUM
agb-15	150	48	)	)	PUNCT
agb-15	150	49	.	.	PUNCT
agb-15	151	1	for	for	ADP
agb-15	151	2	financial	financial	ADJ
agb-15	151	3	capital	capital	NOUN
agb-15	151	4	,	,	PUNCT
agb-15	151	5	the	the	DET
agb-15	151	6	income	income	NOUN
agb-15	151	7	earned	earn	VERB
agb-15	151	8	from	from	ADP
agb-15	151	9	livestock	livestock	NOUN
agb-15	151	10	responded	respond	VERB
agb-15	151	11	positively	positively	ADV
agb-15	151	12	to	to	ADP
agb-15	151	13	each	each	PRON
agb-15	151	14	of	of	ADP
agb-15	151	15	the	the	DET
agb-15	151	16	income	income	NOUN
agb-15	151	17	earned	earn	VERB
agb-15	151	18	from	from	ADP
agb-15	151	19	crop	crop	NOUN
agb-15	151	20	farming	farming	NOUN
agb-15	151	21	(	(	PUNCT
agb-15	151	22	icrop	icrop	NOUN
agb-15	151	23	)	)	PUNCT
agb-15	151	24	and	and	CCONJ
agb-15	151	25	the	the	DET
agb-15	151	26	income	income	NOUN
agb-15	151	27	earned	earn	VERB
agb-15	151	28	from	from	ADP
agb-15	151	29	nonfarm	nonfarm	NOUN
agb-15	151	30	sources	source	NOUN
agb-15	151	31	(	(	PUNCT
agb-15	151	32	inonf	inonf	PROPN
agb-15	151	33	)	)	PUNCT
agb-15	151	34	.	.	PUNCT
agb-15	152	1	the	the	DET
agb-15	152	2	coefficients	coefficient	NOUN
agb-15	152	3	of	of	ADP
agb-15	152	4	the	the	DET
agb-15	152	5	variables	variable	NOUN
agb-15	152	6	were	be	AUX
agb-15	152	7	highly	highly	ADV
agb-15	152	8	significant	significant	ADJ
agb-15	152	9	(	(	PUNCT
agb-15	152	10	p	p	NOUN
agb-15	152	11	-	-	PUNCT
agb-15	152	12	value	value	NOUN
agb-15	152	13	<	<	X
agb-15	152	14	1	1	NUM
agb-15	152	15	%	%	NOUN
agb-15	152	16	)	)	PUNCT
agb-15	152	17	.	.	PUNCT
agb-15	153	1	positive	positive	ADJ
agb-15	153	2	signs	sign	NOUN
agb-15	153	3	of	of	ADP
agb-15	153	4	both	both	PRON
agb-15	153	5	of	of	ADP
agb-15	153	6	the	the	DET
agb-15	153	7	coefficient	coefficient	NOUN
agb-15	153	8	’s	’s	PART
agb-15	153	9	state	state	NOUN
agb-15	153	10	that	that	SCONJ
agb-15	153	11	a	a	DET
agb-15	153	12	unit	unit	NOUN
agb-15	153	13	increase	increase	NOUN
agb-15	153	14	in	in	ADP
agb-15	153	15	the	the	DET
agb-15	153	16	farmer	farmer	NOUN
agb-15	153	17	's	's	PART
agb-15	153	18	annual	annual	ADJ
agb-15	153	19	income	income	NOUN
agb-15	153	20	earned	earn	VERB
agb-15	153	21	from	from	ADP
agb-15	153	22	crops	crop	NOUN
agb-15	153	23	and	and	CCONJ
agb-15	153	24	a	a	DET
agb-15	153	25	unit	unit	NOUN
agb-15	153	26	increase	increase	NOUN
agb-15	153	27	in	in	ADP
agb-15	153	28	the	the	DET
agb-15	153	29	farmer	farmer	NOUN
agb-15	153	30	's	's	PART
agb-15	153	31	annual	annual	ADJ
agb-15	153	32	income	income	NOUN
agb-15	153	33	earned	earn	VERB
agb-15	153	34	from	from	ADP
agb-15	153	35	nonfarm	nonfarm	NOUN
agb-15	153	36	sources	source	NOUN
agb-15	153	37	would	would	AUX
agb-15	153	38	raise	raise	VERB
agb-15	153	39	the	the	DET
agb-15	153	40	income	income	NOUN
agb-15	153	41	earned	earn	VERB
agb-15	153	42	from	from	ADP
agb-15	153	43	livestock	livestock	NOUN
agb-15	153	44	by	by	ADP
agb-15	153	45	0.224	0.224	NUM
agb-15	153	46	units	unit	NOUN
agb-15	153	47	and	and	CCONJ
agb-15	153	48	0.116	0.116	NUM
agb-15	153	49	units	unit	NOUN
agb-15	153	50	,	,	PUNCT
agb-15	153	51	respectively	respectively	ADV
agb-15	153	52	.	.	PUNCT
agb-15	154	1	these	these	DET
agb-15	154	2	findings	finding	NOUN
agb-15	154	3	could	could	AUX
agb-15	154	4	be	be	AUX
agb-15	154	5	interpreted	interpret	VERB
agb-15	154	6	in	in	ADP
agb-15	154	7	how	how	SCONJ
agb-15	154	8	the	the	DET
agb-15	154	9	revenuegenerating	revenuegenerate	VERB
agb-15	154	10	ability	ability	NOUN
agb-15	154	11	of	of	ADP
agb-15	154	12	livestock	livestock	NOUN
agb-15	154	13	farming	farming	NOUN
agb-15	154	14	could	could	AUX
agb-15	154	15	be	be	AUX
agb-15	154	16	supplemented	supplement	VERB
agb-15	154	17	through	through	ADP
agb-15	154	18	crop	crop	NOUN
agb-15	154	19	farming	farming	NOUN
agb-15	154	20	and	and	CCONJ
agb-15	154	21	earnings	earning	NOUN
agb-15	154	22	from	from	ADP
agb-15	154	23	nonfarm	nonfarm	NOUN
agb-15	154	24	sources	source	NOUN
agb-15	154	25	.	.	PUNCT
agb-15	155	1	income	income	NOUN
agb-15	155	2	earned	earn	VERB
agb-15	155	3	from	from	ADP
agb-15	155	4	crops	crop	NOUN
agb-15	155	5	and	and	CCONJ
agb-15	155	6	nonfarm	nonfarm	NOUN
agb-15	155	7	enterprises	enterprise	NOUN
agb-15	155	8	may	may	AUX
agb-15	155	9	broaden	broaden	VERB
agb-15	155	10	a	a	DET
agb-15	155	11	farmer	farmer	NOUN
agb-15	155	12	's	's	PART
agb-15	155	13	financial	financial	ADJ
agb-15	155	14	base	base	NOUN
agb-15	155	15	,	,	PUNCT
agb-15	155	16	hence	hence	ADV
agb-15	155	17	enabling	enable	VERB
agb-15	155	18	him	he	PRON
agb-15	155	19	to	to	PART
agb-15	155	20	bear	bear	VERB
agb-15	155	21	the	the	DET
agb-15	155	22	expenditures	expenditure	NOUN
agb-15	155	23	regarding	regard	VERB
agb-15	155	24	the	the	DET
agb-15	155	25	proper	proper	ADJ
agb-15	155	26	nutrition	nutrition	NOUN
agb-15	155	27	,	,	PUNCT
agb-15	155	28	health	health	NOUN
agb-15	155	29	,	,	PUNCT
agb-15	155	30	breeding	breeding	NOUN
agb-15	155	31	,	,	PUNCT
agb-15	155	32	and	and	CCONJ
agb-15	155	33	overall	overall	ADJ
agb-15	155	34	management	management	NOUN
agb-15	155	35	requirements	requirement	NOUN
agb-15	155	36	of	of	ADP
agb-15	155	37	livestock	livestock	NOUN
agb-15	155	38	.	.	PUNCT
agb-15	156	1	that	that	PRON
agb-15	156	2	ultimately	ultimately	ADV
agb-15	156	3	turns	turn	VERB
agb-15	156	4	into	into	ADP
agb-15	156	5	an	an	DET
agb-15	156	6	increase	increase	NOUN
agb-15	156	7	in	in	ADP
agb-15	156	8	the	the	DET
agb-15	156	9	annual	annual	ADJ
agb-15	156	10	income	income	NOUN
agb-15	156	11	earned	earn	VERB
agb-15	156	12	from	from	ADP
agb-15	156	13	livestock	livestock	NOUN
agb-15	156	14	enterprise	enterprise	NOUN
agb-15	156	15	.	.	PUNCT
agb-15	157	1	in	in	ADP
agb-15	157	2	a	a	DET
agb-15	157	3	study	study	NOUN
agb-15	157	4	a.	a.	NOUN
agb-15	157	5	m.	m.	NOUN
agb-15	157	6	ibrahim	ibrahim	PROPN
agb-15	157	7	et	et	PROPN
agb-15	157	8	al	al	PROPN
agb-15	157	9	.	.	PROPN
agb-15	158	1	(	(	PUNCT
agb-15	158	2	2013	2013	NUM
agb-15	158	3	)	)	PUNCT
agb-15	158	4	conducted	conduct	VERB
agb-15	158	5	in	in	ADP
agb-15	158	6	sudan	sudan	PROPN
agb-15	158	7	,	,	PUNCT
agb-15	158	8	it	it	PRON
agb-15	158	9	was	be	AUX
agb-15	158	10	found	find	VERB
agb-15	158	11	that	that	SCONJ
agb-15	158	12	compared	compare	VERB
agb-15	158	13	to	to	ADP
agb-15	158	14	those	those	DET
agb-15	158	15	farmers	farmer	NOUN
agb-15	158	16	who	who	PRON
agb-15	158	17	had	have	VERB
agb-15	158	18	no	no	DET
agb-15	158	19	earnings	earning	NOUN
agb-15	158	20	from	from	ADP
agb-15	158	21	off	off	ADP
agb-15	158	22	-	-	PUNCT
agb-15	158	23	farm	farm	NOUN
agb-15	158	24	sources	source	NOUN
agb-15	158	25	,	,	PUNCT
agb-15	158	26	the	the	DET
agb-15	158	27	farmers	farmer	NOUN
agb-15	158	28	also	also	ADV
agb-15	158	29	earned	earn	VERB
agb-15	158	30	income	income	NOUN
agb-15	158	31	from	from	ADP
agb-15	158	32	off	off	ADP
agb-15	158	33	-	-	PUNCT
agb-15	158	34	farm	farm	NOUN
agb-15	158	35	sources	source	NOUN
agb-15	158	36	were	be	AUX
agb-15	158	37	getting	get	VERB
agb-15	158	38	more	more	ADJ
agb-15	158	39	income	income	NOUN
agb-15	158	40	from	from	ADP
agb-15	158	41	livestock	livestock	NOUN
agb-15	158	42	farming	farming	NOUN
agb-15	158	43	.	.	PUNCT
agb-15	159	1	entrepreneurial	entrepreneurial	ADJ
agb-15	159	2	abilities	ability	NOUN
agb-15	159	3	or	or	CCONJ
agb-15	159	4	management	management	NOUN
agb-15	159	5	is	be	AUX
agb-15	159	6	the	the	DET
agb-15	159	7	act	act	NOUN
agb-15	159	8	or	or	CCONJ
agb-15	159	9	art	art	NOUN
agb-15	159	10	of	of	ADP
agb-15	159	11	running	run	VERB
agb-15	159	12	and	and	CCONJ
agb-15	159	13	controlling	control	VERB
agb-15	159	14	a	a	DET
agb-15	159	15	business	business	NOUN
agb-15	159	16	or	or	CCONJ
agb-15	159	17	a	a	DET
agb-15	159	18	similar	similar	ADJ
agb-15	159	19	type	type	NOUN
agb-15	159	20	of	of	ADP
agb-15	159	21	organization	organization	NOUN
agb-15	159	22	.	.	PUNCT
agb-15	160	1	in	in	ADP
agb-15	160	2	our	our	PRON
agb-15	160	3	study	study	NOUN
agb-15	160	4	,	,	PUNCT
agb-15	160	5	this	this	DET
agb-15	160	6	factor	factor	NOUN
agb-15	160	7	entails	entail	VERB
agb-15	160	8	the	the	DET
agb-15	160	9	number	number	NOUN
agb-15	160	10	of	of	ADP
agb-15	160	11	reported	report	VERB
agb-15	160	12	managerial	managerial	ADJ
agb-15	160	13	constraints	constraint	NOUN
agb-15	160	14	faced	face	VERB
agb-15	160	15	by	by	ADP
agb-15	160	16	a	a	DET
agb-15	160	17	farmer	farmer	NOUN
agb-15	160	18	while	while	SCONJ
agb-15	160	19	keeping	keep	VERB
agb-15	160	20	livestock	livestock	NOUN
agb-15	160	21	.	.	PUNCT
agb-15	161	1	this	this	DET
agb-15	161	2	variable	variable	NOUN
agb-15	161	3	did	do	AUX
agb-15	161	4	not	not	PART
agb-15	161	5	show	show	VERB
agb-15	161	6	significance	significance	NOUN
agb-15	161	7	with	with	ADP
agb-15	161	8	the	the	DET
agb-15	161	9	dependent	dependent	ADJ
agb-15	161	10	variable	variable	NOUN
agb-15	161	11	.	.	PUNCT
agb-15	162	1	this	this	PRON
agb-15	162	2	is	be	AUX
agb-15	162	3	cross	cross	ADJ
agb-15	162	4	sectional	sectional	ADJ
agb-15	162	5	study	study	NOUN
agb-15	162	6	,	,	PUNCT
agb-15	162	7	so	so	CCONJ
agb-15	162	8	there	there	PRON
agb-15	162	9	is	be	VERB
agb-15	162	10	important	important	ADJ
agb-15	162	11	to	to	PART
agb-15	162	12	check	check	VERB
agb-15	162	13	multicollinearity	multicollinearity	NOUN
agb-15	162	14	among	among	ADP
agb-15	162	15	the	the	DET
agb-15	162	16	exogenous	exogenous	ADJ
agb-15	162	17	indicators	indicator	NOUN
agb-15	162	18	.	.	PUNCT
agb-15	163	1	vif	vif	NOUN
agb-15	163	2	values	value	NOUN
agb-15	163	3	have	have	AUX
agb-15	163	4	confirmed	confirm	VERB
agb-15	163	5	that	that	SCONJ
agb-15	163	6	there	there	PRON
agb-15	163	7	does	do	AUX
agb-15	163	8	not	not	PART
agb-15	163	9	exits	exit	VERB
agb-15	163	10	the	the	DET
agb-15	163	11	problem	problem	NOUN
agb-15	163	12	of	of	ADP
agb-15	163	13	multicollinearity	multicollinearity	NOUN
agb-15	163	14	.	.	PUNCT
agb-15	164	1	at	at	ADP
agb-15	164	2	the	the	DET
agb-15	164	3	end	end	NOUN
agb-15	164	4	of	of	ADP
agb-15	164	5	table	table	NOUN
agb-15	164	6	2	2	NUM
agb-15	164	7	,	,	PUNCT
agb-15	164	8	the	the	DET
agb-15	164	9	diagnostics	diagnostic	NOUN
agb-15	164	10	,	,	PUNCT
agb-15	164	11	r	r	NOUN
agb-15	164	12	-	-	PUNCT
agb-15	164	13	square	square	ADJ
agb-15	164	14	value	value	NOUN
agb-15	164	15	indicates	indicate	VERB
agb-15	164	16	proportion	proportion	NOUN
agb-15	164	17	or	or	CCONJ
agb-15	164	18	percentage	percentage	NOUN
agb-15	164	19	of	of	ADP
agb-15	164	20	the	the	DET
agb-15	164	21	total	total	ADJ
agb-15	164	22	variation	variation	NOUN
agb-15	164	23	in	in	ADP
agb-15	164	24	the	the	DET
agb-15	164	25	dependent	dependent	ADJ
agb-15	164	26	variable	variable	NOUN
agb-15	164	27	explained	explain	VERB
agb-15	164	28	jointly	jointly	ADV
agb-15	164	29	by	by	ADP
agb-15	164	30	all	all	DET
agb-15	164	31	the	the	DET
agb-15	164	32	explanatory	explanatory	ADJ
agb-15	164	33	variables	variable	NOUN
agb-15	164	34	included	include	VERB
agb-15	164	35	in	in	ADP
agb-15	164	36	the	the	DET
agb-15	164	37	regression	regression	NOUN
agb-15	164	38	model	model	NOUN
agb-15	164	39	.	.	PUNCT
agb-15	165	1	its	its	PRON
agb-15	165	2	value	value	NOUN
agb-15	165	3	is	be	AUX
agb-15	165	4	almost	almost	ADV
agb-15	165	5	46	46	NUM
agb-15	165	6	%	%	NOUN
agb-15	165	7	,	,	PUNCT
agb-15	165	8	so	so	CCONJ
agb-15	165	9	the	the	DET
agb-15	165	10	variation	variation	NOUN
agb-15	165	11	in	in	ADP
agb-15	165	12	the	the	DET
agb-15	165	13	annual	annual	ADJ
agb-15	165	14	income	income	NOUN
agb-15	165	15	earned	earn	VERB
agb-15	165	16	through	through	ADP
agb-15	165	17	livestock	livestock	NOUN
agb-15	165	18	farming	farming	NOUN
agb-15	165	19	is	be	AUX
agb-15	165	20	brought	bring	VERB
agb-15	165	21	about	about	ADP
agb-15	165	22	by	by	ADP
agb-15	165	23	the	the	DET
agb-15	165	24	variables	variable	NOUN
agb-15	165	25	(	(	PUNCT
agb-15	165	26	regressors	regressor	NOUN
agb-15	165	27	)	)	PUNCT
agb-15	165	28	used	use	VERB
agb-15	165	29	in	in	ADP
agb-15	165	30	the	the	DET
agb-15	165	31	regression	regression	NOUN
agb-15	165	32	model	model	NOUN
agb-15	165	33	.	.	PUNCT
agb-15	166	1	the	the	DET
agb-15	166	2	adjusted	adjusted	ADJ
agb-15	166	3	r	r	NOUN
agb-15	166	4	-	-	PUNCT
agb-15	166	5	square	square	ADJ
agb-15	166	6	value	value	NOUN
agb-15	166	7	is	be	AUX
agb-15	166	8	quite	quite	ADV
agb-15	166	9	good	good	ADJ
agb-15	166	10	.	.	PUNCT
agb-15	167	1	f	f	X
agb-15	167	2	-	-	PUNCT
agb-15	167	3	value	value	NOUN
agb-15	167	4	indicates	indicate	VERB
agb-15	167	5	the	the	DET
agb-15	167	6	overall	overall	ADJ
agb-15	167	7	significance	significance	NOUN
agb-15	167	8	of	of	ADP
agb-15	167	9	the	the	DET
agb-15	167	10	model	model	NOUN
agb-15	167	11	.	.	PUNCT
agb-15	168	1	and	and	CCONJ
agb-15	168	2	lastly	lastly	ADV
agb-15	168	3	,	,	PUNCT
agb-15	168	4	the	the	DET
agb-15	168	5	durbin	durbin	ADJ
agb-15	168	6	-	-	PUNCT
agb-15	168	7	watson	watson	NOUN
agb-15	168	8	value	value	NOUN
agb-15	168	9	is	be	AUX
agb-15	168	10	quite	quite	ADV
agb-15	168	11	significant	significant	ADJ
agb-15	168	12	.	.	PUNCT
agb-15	169	1	hence	hence	ADV
agb-15	169	2	,	,	PUNCT
agb-15	169	3	overall	overall	ADV
agb-15	169	4	the	the	DET
agb-15	169	5	model	model	NOUN
agb-15	169	6	is	be	AUX
agb-15	169	7	a	a	DET
agb-15	169	8	good	good	ADJ
agb-15	169	9	fit	fit	NOUN
agb-15	169	10	.	.	PUNCT
agb-15	170	1	4	4	X
agb-15	170	2	.	.	X
agb-15	170	3	conclusion	conclusion	NOUN
agb-15	170	4	in	in	ADP
agb-15	170	5	developing	develop	VERB
agb-15	170	6	economies	economy	NOUN
agb-15	170	7	,	,	PUNCT
agb-15	170	8	the	the	DET
agb-15	170	9	income	income	NOUN
agb-15	170	10	-	-	PUNCT
agb-15	170	11	generating	generate	VERB
agb-15	170	12	ability	ability	NOUN
agb-15	170	13	of	of	ADP
agb-15	170	14	livestock	livestock	NOUN
agb-15	170	15	enterprise	enterprise	NOUN
agb-15	170	16	could	could	AUX
agb-15	170	17	be	be	AUX
agb-15	170	18	raised	raise	VERB
agb-15	170	19	through	through	ADP
agb-15	170	20	optimal	optimal	ADJ
agb-15	170	21	utilization	utilization	NOUN
agb-15	170	22	of	of	ADP
agb-15	170	23	available	available	ADJ
agb-15	170	24	resources	resource	NOUN
agb-15	170	25	and	and	CCONJ
agb-15	170	26	by	by	ADP
agb-15	170	27	enhancing	enhance	VERB
agb-15	170	28	livestock	livestock	NOUN
agb-15	170	29	herders	herder	NOUN
agb-15	170	30	'	'	PART
agb-15	170	31	skills	skill	NOUN
agb-15	170	32	in	in	ADP
agb-15	170	33	livestock	livestock	NOUN
agb-15	170	34	production	production	NOUN
agb-15	170	35	and	and	CCONJ
agb-15	170	36	management	management	NOUN
agb-15	170	37	.	.	PUNCT
agb-15	171	1	the	the	DET
agb-15	171	2	current	current	ADJ
agb-15	171	3	study	study	NOUN
agb-15	171	4	is	be	AUX
agb-15	171	5	just	just	ADV
agb-15	171	6	a	a	DET
agb-15	171	7	farm	farm	NOUN
agb-15	171	8	or	or	CCONJ
agb-15	171	9	household	household	NOUN
agb-15	171	10	level	level	NOUN
agb-15	171	11	analysis	analysis	NOUN
agb-15	171	12	regarding	regard	VERB
agb-15	171	13	the	the	DET
agb-15	171	14	response	response	NOUN
agb-15	171	15	pattern	pattern	NOUN
agb-15	171	16	of	of	ADP
agb-15	171	17	income	income	NOUN
agb-15	171	18	earned	earn	VERB
agb-15	171	19	from	from	ADP
agb-15	171	20	livestock	livestock	NOUN
agb-15	171	21	to	to	ADP
agb-15	171	22	the	the	DET
agb-15	171	23	livelihood	livelihood	NOUN
agb-15	171	24	assets	asset	NOUN
agb-15	171	25	available	available	ADJ
agb-15	171	26	at	at	ADP
agb-15	171	27	the	the	DET
agb-15	171	28	farm	farm	NOUN
agb-15	171	29	level	level	NOUN
agb-15	171	30	to	to	ADP
agb-15	171	31	the	the	DET
agb-15	171	32	herders	herder	NOUN
agb-15	171	33	.	.	PUNCT
agb-15	172	1	the	the	DET
agb-15	172	2	livestock	livestock	NOUN
agb-15	172	3	sector	sector	NOUN
agb-15	172	4	's	's	PART
agb-15	172	5	profitability	profitability	NOUN
agb-15	172	6	could	could	AUX
agb-15	172	7	be	be	AUX
agb-15	172	8	raised	raise	VERB
agb-15	172	9	by	by	ADP
agb-15	172	10	identifying	identify	VERB
agb-15	172	11	the	the	DET
agb-15	172	12	contributing	contribute	VERB
agb-15	172	13	factors	factor	NOUN
agb-15	172	14	at	at	ADP
agb-15	172	15	micro	micro	ADJ
agb-15	172	16	and	and	CCONJ
agb-15	172	17	macro	macro	ADJ
agb-15	172	18	levels	level	NOUN
agb-15	172	19	.	.	PUNCT
agb-15	173	1	the	the	DET
agb-15	173	2	enhanced	enhance	VERB
agb-15	173	3	productivity	productivity	NOUN
agb-15	173	4	of	of	ADP
agb-15	173	5	this	this	DET
agb-15	173	6	sector	sector	NOUN
agb-15	173	7	would	would	AUX
agb-15	173	8	directly	directly	ADV
agb-15	173	9	contribute	contribute	VERB
agb-15	173	10	to	to	ADP
agb-15	173	11	poverty	poverty	NOUN
agb-15	173	12	alleviation	alleviation	NOUN
agb-15	173	13	,	,	PUNCT
agb-15	173	14	national	national	ADJ
agb-15	173	15	food	food	NOUN
agb-15	173	16	security	security	NOUN
agb-15	173	17	,	,	PUNCT
agb-15	173	18	improved	improve	VERB
agb-15	173	19	health	health	NOUN
agb-15	173	20	and	and	CCONJ
agb-15	173	21	nutrition	nutrition	NOUN
agb-15	173	22	,	,	PUNCT
agb-15	173	23	risk	risk	NOUN
agb-15	173	24	minimization	minimization	NOUN
agb-15	173	25	in	in	ADP
agb-15	173	26	agriculture	agriculture	NOUN
agb-15	173	27	,	,	PUNCT
agb-15	173	28	socioeconomic	socioeconomic	ADJ
agb-15	173	29	uplift	uplift	NOUN
agb-15	173	30	of	of	ADP
agb-15	173	31	the	the	DET
agb-15	173	32	farming	farming	NOUN
agb-15	173	33	communities	community	NOUN
agb-15	173	34	,	,	PUNCT
agb-15	173	35	and	and	CCONJ
agb-15	173	36	overall	overall	ADJ
agb-15	173	37	economic	economic	ADJ
agb-15	173	38	growth	growth	NOUN
agb-15	173	39	.	.	PUNCT
agb-15	174	1	the	the	DET
agb-15	174	2	study	study	NOUN
agb-15	174	3	proposes	propose	VERB
agb-15	174	4	that	that	SCONJ
agb-15	174	5	the	the	DET
agb-15	174	6	illiterate	illiterate	ADJ
agb-15	174	7	and	and	CCONJ
agb-15	174	8	resourcedeficient	resourcedeficient	ADJ
agb-15	174	9	livestock	livestock	NOUN
agb-15	174	10	herders	herder	NOUN
agb-15	174	11	of	of	ADP
agb-15	174	12	mixed	mixed	ADJ
agb-15	174	13	farming	farming	NOUN
agb-15	174	14	punjab	punjab	NOUN
agb-15	174	15	can	can	AUX
agb-15	174	16	earn	earn	VERB
agb-15	174	17	more	more	ADJ
agb-15	174	18	income	income	NOUN
agb-15	174	19	from	from	ADP
agb-15	174	20	livestock	livestock	NOUN
agb-15	174	21	through	through	ADP
agb-15	174	22	proper	proper	ADJ
agb-15	174	23	employment	employment	NOUN
agb-15	174	24	and	and	CCONJ
agb-15	174	25	utilization	utilization	NOUN
agb-15	174	26	of	of	ADP
agb-15	174	27	their	their	PRON
agb-15	174	28	natural	natural	ADJ
agb-15	174	29	,	,	PUNCT
agb-15	174	30	human	human	ADJ
agb-15	174	31	,	,	PUNCT
agb-15	174	32	physical	physical	ADJ
agb-15	174	33	,	,	PUNCT
agb-15	174	34	and	and	CCONJ
agb-15	174	35	financial	financial	ADJ
agb-15	174	36	capitals	capital	NOUN
agb-15	174	37	.	.	PUNCT
agb-15	175	1	the	the	DET
agb-15	175	2	study	study	NOUN
agb-15	175	3	also	also	ADV
agb-15	175	4	suggests	suggest	VERB
agb-15	175	5	that	that	SCONJ
agb-15	175	6	through	through	ADP
agb-15	175	7	livelihood	livelihood	NOUN
agb-15	175	8	diversification	diversification	NOUN
agb-15	175	9	,	,	PUNCT
agb-15	175	10	the	the	DET
agb-15	175	11	income	income	NOUN
agb-15	175	12	generating	generating	NOUN
agb-15	175	13	ability	ability	NOUN
agb-15	175	14	of	of	ADP
agb-15	175	15	a	a	DET
agb-15	175	16	livestock	livestock	NOUN
agb-15	175	17	farmer	farmer	NOUN
agb-15	175	18	could	could	AUX
agb-15	175	19	be	be	AUX
agb-15	175	20	raised	raise	VERB
agb-15	175	21	.	.	PUNCT
agb-15	176	1	income	income	NOUN
agb-15	176	2	earned	earn	VERB
agb-15	176	3	from	from	ADP
agb-15	176	4	crops	crop	NOUN
agb-15	176	5	and	and	CCONJ
agb-15	176	6	nonfarm	nonfarm	NOUN
agb-15	176	7	sources	source	NOUN
agb-15	176	8	may	may	AUX
agb-15	176	9	enable	enable	VERB
agb-15	176	10	a	a	DET
agb-15	176	11	livestock	livestock	NOUN
agb-15	176	12	herder	herder	NOUN
agb-15	176	13	to	to	PART
agb-15	176	14	increment	increment	VERB
agb-15	176	15	the	the	DET
agb-15	176	16	annual	annual	ADJ
agb-15	176	17	income	income	NOUN
agb-15	176	18	earned	earn	VERB
agb-15	176	19	from	from	ADP
agb-15	176	20	livestock	livestock	NOUN
agb-15	176	21	enterprise	enterprise	NOUN
agb-15	176	22	.	.	PUNCT
agb-15	177	1	the	the	DET
agb-15	177	2	study	study	NOUN
agb-15	177	3	has	have	AUX
agb-15	177	4	exhibited	exhibit	VERB
agb-15	177	5	the	the	DET
agb-15	177	6	one	one	NUM
agb-15	177	7	-	-	PUNCT
agb-15	177	8	sided	sided	ADJ
agb-15	177	9	relationship	relationship	NOUN
agb-15	177	10	among	among	ADP
agb-15	177	11	income	income	NOUN
agb-15	177	12	earned	earn	VERB
agb-15	177	13	through	through	ADP
agb-15	177	14	livestock-	livestock-	X
agb-15	177	15	,	,	PUNCT
agb-15	177	16	through	through	ADP
agb-15	177	17	crop-	crop-	ADV
agb-15	177	18	,	,	PUNCT
agb-15	177	19	and	and	CCONJ
agb-15	177	20	nonfarming	nonfarme	VERB
agb-15	177	21	in	in	ADP
agb-15	177	22	the	the	DET
agb-15	177	23	rural	rural	ADJ
agb-15	177	24	milieu	milieu	NOUN
agb-15	177	25	of	of	ADP
agb-15	177	26	punjab	punjab	PROPN
agb-15	177	27	.	.	PUNCT
agb-15	178	1	it	it	PRON
agb-15	178	2	further	far	ADV
agb-15	178	3	invites	invite	VERB
agb-15	178	4	an	an	DET
agb-15	178	5	investigation	investigation	NOUN
agb-15	178	6	into	into	ADP
agb-15	178	7	the	the	DET
agb-15	178	8	existence	existence	NOUN
agb-15	178	9	of	of	ADP
agb-15	178	10	complementarity	complementarity	NOUN
agb-15	178	11	,	,	PUNCT
agb-15	178	12	tradeoffs	tradeoff	NOUN
agb-15	178	13	,	,	PUNCT
agb-15	178	14	and	and	CCONJ
agb-15	178	15	synergistic	synergistic	ADJ
agb-15	178	16	relationships	relationship	NOUN
agb-15	178	17	among	among	ADP
agb-15	178	18	livestock-	livestock-	ADJ
agb-15	178	19	,	,	PUNCT
agb-15	178	20	crop	crop	NOUN
agb-15	178	21	,	,	PUNCT
agb-15	178	22	and	and	CCONJ
agb-15	178	23	non	non	ADJ
agb-15	178	24	-	-	ADJ
agb-15	178	25	farming	farming	ADJ
agb-15	178	26	in	in	ADP
agb-15	178	27	detail	detail	NOUN
agb-15	178	28	.	.	PUNCT
agb-15	179	1	further	further	ADJ
agb-15	179	2	sustainable	sustainable	ADJ
agb-15	179	3	agriculture	agriculture	NOUN
agb-15	179	4	and	and	CCONJ
agb-15	179	5	livestock	livestock	NOUN
agb-15	179	6	development	development	NOUN
agb-15	179	7	government	government	NOUN
agb-15	179	8	and	and	CCONJ
agb-15	179	9	regulatory	regulatory	ADJ
agb-15	179	10	authorities	authority	NOUN
agb-15	179	11	need	need	VERB
agb-15	179	12	to	to	PART
agb-15	179	13	expand	expand	VERB
agb-15	179	14	and	and	CCONJ
agb-15	179	15	improve	improve	VERB
agb-15	179	16	the	the	DET
agb-15	179	17	livestock	livestock	NOUN
agb-15	179	18	production	production	NOUN
agb-15	179	19	industry	industry	NOUN
agb-15	179	20	.	.	PUNCT
agb-15	180	1	conflict	conflict	NOUN
agb-15	180	2	of	of	ADP
agb-15	180	3	interest	interest	NOUN
agb-15	180	4	:	:	PUNCT
agb-15	180	5	the	the	DET
agb-15	180	6	authors	author	NOUN
agb-15	180	7	declare	declare	VERB
agb-15	180	8	that	that	SCONJ
agb-15	180	9	there	there	PRON
agb-15	180	10	is	be	VERB
agb-15	180	11	no	no	DET
agb-15	180	12	conflict	conflict	NOUN
agb-15	180	13	of	of	ADP
agb-15	180	14	interest	interest	NOUN
agb-15	180	15	regarding	regard	VERB
agb-15	180	16	the	the	DET
agb-15	180	17	publication	publication	NOUN
agb-15	180	18	of	of	ADP
agb-15	180	19	this	this	DET
agb-15	180	20	article	article	NOUN
agb-15	180	21	.	.	PUNCT
agb-15	181	1	references	reference	NOUN
agb-15	181	2	ahmad	ahmad	PROPN
agb-15	181	3	,	,	PUNCT
agb-15	181	4	t.	t.	PROPN
agb-15	181	5	,	,	PUNCT
agb-15	181	6	raza	raza	PROPN
agb-15	181	7	,	,	PUNCT
agb-15	181	8	k.	k.	PROPN
agb-15	181	9	,	,	PUNCT
agb-15	181	10	&	&	CCONJ
agb-15	181	11	saif	saif	PROPN
agb-15	181	12	,	,	PUNCT
agb-15	181	13	a.	a.	NOUN
agb-15	181	14	(	(	PUNCT
agb-15	181	15	2015	2015	NUM
agb-15	181	16	)	)	PUNCT
agb-15	181	17	.	.	PUNCT
agb-15	182	1	response	response	NOUN
agb-15	182	2	of	of	ADP
agb-15	182	3	livestock	livestock	NOUN
agb-15	182	4	farmers	farmer	NOUN
agb-15	182	5	to	to	ADP
agb-15	182	6	institutional	institutional	ADJ
agb-15	182	7	credit	credit	NOUN
agb-15	182	8	use	use	NOUN
agb-15	182	9	in	in	ADP
agb-15	182	10	pakistan	pakistan	PROPN
agb-15	182	11	:	:	PUNCT
agb-15	182	12	a	a	DET
agb-15	182	13	case	case	NOUN
agb-15	182	14	study	study	NOUN
agb-15	182	15	of	of	ADP
agb-15	182	16	bahawalnagar	bahawalnagar	NOUN
agb-15	182	17	district	district	PROPN
agb-15	182	18	.	.	PUNCT
agb-15	183	1	pakistan	pakistan	PROPN
agb-15	183	2	journal	journal	PROPN
agb-15	183	3	of	of	ADP
agb-15	183	4	humanities	humanity	NOUN
agb-15	183	5	and	and	CCONJ
agb-15	183	6	social	social	ADJ
agb-15	183	7	sciences	science	NOUN
agb-15	183	8	,	,	PUNCT
agb-15	183	9	3(1	3(1	NUM
agb-15	183	10	)	)	PUNCT
agb-15	183	11	,	,	PUNCT
agb-15	183	12	25	25	NUM
agb-15	183	13	-	-	SYM
agb-15	183	14	40	40	NUM
agb-15	183	15	.	.	PUNCT
agb-15	184	1	aikaeli	aikaeli	PROPN
agb-15	184	2	,	,	PUNCT
agb-15	184	3	j.	j.	PROPN
agb-15	184	4	(	(	PUNCT
agb-15	184	5	2010	2010	NUM
agb-15	184	6	)	)	PUNCT
agb-15	184	7	.	.	PUNCT
agb-15	185	1	determinants	determinant	NOUN
agb-15	185	2	of	of	ADP
agb-15	185	3	rural	rural	ADJ
agb-15	185	4	income	income	NOUN
agb-15	185	5	in	in	ADP
agb-15	185	6	tanzania	tanzania	PROPN
agb-15	185	7	:	:	PUNCT
agb-15	185	8	an	an	DET
agb-15	185	9	empirical	empirical	ADJ
agb-15	185	10	approach	approach	NOUN
agb-15	185	11	.	.	PUNCT
agb-15	186	1	in	in	ADP
agb-15	186	2	:	:	PUNCT
agb-15	186	3	research	research	NOUN
agb-15	186	4	report	report	NOUN
agb-15	186	5	10/4	10/4	NUM
agb-15	186	6	,	,	PUNCT
agb-15	186	7	dar	dar	PROPN
agb-15	186	8	es	es	NOUN
agb-15	186	9	salaam	salaam	PROPN
agb-15	186	10	,	,	PUNCT
agb-15	186	11	tanzania	tanzania	PROPN
agb-15	186	12	.	.	PUNCT
agb-15	186	13	akram	akram	PROPN
agb-15	186	14	,	,	PUNCT
agb-15	186	15	w.	w.	PROPN
agb-15	186	16	,	,	PUNCT
agb-15	186	17	naz	naz	PROPN
agb-15	186	18	,	,	PUNCT
agb-15	186	19	i.	i.	PROPN
agb-15	186	20	,	,	PUNCT
agb-15	186	21	&	&	CCONJ
agb-15	186	22	ali	ali	PROPN
agb-15	186	23	,	,	PUNCT
agb-15	186	24	s.	s.	PROPN
agb-15	186	25	(	(	PUNCT
agb-15	186	26	2011	2011	NUM
agb-15	186	27	)	)	PUNCT
agb-15	186	28	.	.	PUNCT
agb-15	187	1	an	an	DET
agb-15	187	2	empirical	empirical	ADJ
agb-15	187	3	analysis	analysis	NOUN
agb-15	187	4	of	of	ADP
agb-15	187	5	household	household	NOUN
agb-15	187	6	income	income	NOUN
agb-15	187	7	in	in	ADP
agb-15	187	8	rural	rural	ADJ
agb-15	187	9	pakistan	pakistan	NOUN
agb-15	187	10	:	:	PUNCT
agb-15	187	11	evidences	evidence	NOUN
agb-15	187	12	from	from	ADP
agb-15	187	13	tehsil	tehsil	ADJ
agb-15	187	14	samundri	samundri	NOUN
agb-15	187	15	.	.	PUNCT
agb-15	188	1	pakistan	pakistan	PROPN
agb-15	188	2	economic	economic	ADJ
agb-15	188	3	and	and	CCONJ
agb-15	188	4	social	social	ADJ
agb-15	188	5	review	review	NOUN
agb-15	188	6	,	,	PUNCT
agb-15	188	7	231	231	NUM
agb-15	188	8	-	-	SYM
agb-15	188	9	249	249	NUM
agb-15	188	10	.	.	PUNCT
agb-15	189	1	alinovi	alinovi	PROPN
agb-15	189	2	,	,	PUNCT
agb-15	189	3	l.	l.	PROPN
agb-15	189	4	,	,	PUNCT
agb-15	189	5	d’errico	d’errico	PROPN
agb-15	189	6	,	,	PUNCT
agb-15	189	7	m.	m.	NOUN
agb-15	189	8	,	,	PUNCT
agb-15	189	9	mane	mane	PROPN
agb-15	189	10	,	,	PUNCT
agb-15	189	11	e.	e.	PROPN
agb-15	189	12	,	,	PUNCT
agb-15	189	13	&	&	CCONJ
agb-15	189	14	romano	romano	PROPN
agb-15	189	15	,	,	PUNCT
agb-15	189	16	d.	d.	PROPN
agb-15	189	17	(	(	PUNCT
agb-15	189	18	2010	2010	NUM
agb-15	189	19	)	)	PUNCT
agb-15	189	20	.	.	PUNCT
agb-15	190	1	livelihoods	livelihood	NOUN
agb-15	190	2	strategies	strategy	NOUN
agb-15	190	3	and	and	CCONJ
agb-15	190	4	household	household	NOUN
agb-15	190	5	resilience	resilience	NOUN
agb-15	190	6	to	to	ADP
agb-15	190	7	food	food	NOUN
agb-15	190	8	insecurity	insecurity	NOUN
agb-15	190	9	:	:	PUNCT
agb-15	190	10	an	an	DET
agb-15	190	11	empirical	empirical	ADJ
agb-15	190	12	analysis	analysis	NOUN
agb-15	190	13	to	to	ADP
agb-15	190	14	kenya	kenya	PROPN
agb-15	190	15	.	.	PUNCT
agb-15	191	1	paper	paper	NOUN
agb-15	191	2	presented	present	VERB
agb-15	191	3	at	at	ADP
agb-15	191	4	the	the	DET
agb-15	191	5	conference	conference	NOUN
agb-15	191	6	organized	organize	VERB
agb-15	191	7	by	by	ADP
agb-15	191	8	the	the	DET
agb-15	191	9	european	european	PROPN
agb-15	191	10	report	report	NOUN
agb-15	191	11	of	of	ADP
agb-15	191	12	development	development	NOUN
agb-15	191	13	,	,	PUNCT
agb-15	191	14	dakar	dakar	NOUN
agb-15	191	15	,	,	PUNCT
agb-15	191	16	senegal	senegal	NOUN
agb-15	191	17	,	,	PUNCT
agb-15	191	18	june	june	PROPN
agb-15	191	19	.	.	PUNCT
agb-15	192	1	barr	barr	PROPN
agb-15	192	2	,	,	PUNCT
agb-15	192	3	n.	n.	PROPN
agb-15	192	4	(	(	PUNCT
agb-15	192	5	2012	2012	NUM
agb-15	192	6	)	)	PUNCT
agb-15	192	7	.	.	PUNCT
agb-15	193	1	economics	economic	NOUN
agb-15	193	2	of	of	ADP
agb-15	193	3	the	the	DET
agb-15	193	4	welfare	welfare	NOUN
agb-15	193	5	state	state	NOUN
agb-15	193	6	:	:	PUNCT
agb-15	193	7	oxford	oxford	PROPN
agb-15	193	8	university	university	PROPN
agb-15	193	9	press	press	NOUN
agb-15	193	10	.	.	PUNCT
agb-15	194	1	barrett	barrett	PROPN
agb-15	194	2	,	,	PUNCT
agb-15	194	3	c.	c.	PROPN
agb-15	194	4	,	,	PUNCT
agb-15	194	5	&	&	CCONJ
agb-15	194	6	reardon	reardon	PROPN
agb-15	194	7	,	,	PUNCT
agb-15	194	8	t.	t.	PROPN
agb-15	194	9	(	(	PUNCT
agb-15	194	10	2000	2000	NUM
agb-15	194	11	)	)	PUNCT
agb-15	194	12	.	.	PUNCT
agb-15	195	1	asset	asset	NOUN
agb-15	195	2	,	,	PUNCT
agb-15	195	3	activity	activity	NOUN
agb-15	195	4	,	,	PUNCT
agb-15	195	5	and	and	CCONJ
agb-15	195	6	agbioforum	agbioforum	NOUN
agb-15	195	7	,	,	PUNCT
agb-15	195	8	21(3	21(3	NUM
agb-15	195	9	)	)	PUNCT
agb-15	195	10	,	,	PUNCT
agb-15	195	11	2019	2019	NUM
agb-15	195	12	|	|	ADV
agb-15	195	13	21	21	NUM
agb-15	195	14	ahmad	ahmad	NOUN
agb-15	195	15	,	,	PUNCT
agb-15	195	16	nawaz	nawaz	NOUN
agb-15	195	17	and	and	CCONJ
agb-15	195	18	bhatti	bhatti	PROPN
agb-15	195	19	.	.	PUNCT
agb-15	195	20	—	—	PUNCT
agb-15	195	21	livelihood	livelihood	NOUN
agb-15	195	22	assets	asset	NOUN
agb-15	195	23	and	and	CCONJ
agb-15	195	24	livestock	livestock	NOUN
agb-15	195	25	income	income	NOUN
agb-15	195	26	income	income	NOUN
agb-15	195	27	diversification	diversification	NOUN
agb-15	195	28	among	among	ADP
agb-15	195	29	african	african	ADJ
agb-15	195	30	agriculturalists	agriculturalist	NOUN
agb-15	195	31	:	:	PUNCT
agb-15	195	32	some	some	DET
agb-15	195	33	practical	practical	ADJ
agb-15	195	34	issues	issue	NOUN
agb-15	195	35	(	(	PUNCT
agb-15	195	36	ssrn	ssrn	PROPN
agb-15	195	37	scholarly	scholarly	ADJ
agb-15	195	38	paper	paper	NOUN
agb-15	195	39	no	no	INTJ
agb-15	195	40	.	.	PUNCT
agb-15	196	1	i	i	PRON
agb-15	196	2	d	d	PROPN
agb-15	196	3	257344	257344	NUM
agb-15	196	4	)	)	PUNCT
agb-15	196	5	.	.	PUNCT
agb-15	197	1	university	university	PROPN
agb-15	197	2	of	of	ADP
agb-15	197	3	wisconsin	wisconsin	PROPN
agb-15	197	4	-	-	PUNCT
agb-15	197	5	madison	madison	PROPN
agb-15	197	6	land	land	PROPN
agb-15	197	7	tenure	tenure	NOUN
agb-15	197	8	center	center	NOUN
agb-15	197	9	:	:	PUNCT
agb-15	197	10	usaid	usaid	PROPN
agb-15	197	11	basis	basis	NOUN
agb-15	197	12	crsp	crsp	PROPN
agb-15	197	13	.	.	PUNCT
agb-15	198	1	carloni	carloni	PROPN
agb-15	198	2	,	,	PUNCT
agb-15	198	3	a.	a.	PROPN
agb-15	198	4	s.	s.	PROPN
agb-15	198	5	,	,	PUNCT
agb-15	198	6	&	&	CCONJ
agb-15	198	7	crowley	crowley	PROPN
agb-15	198	8	,	,	PUNCT
agb-15	198	9	e.	e.	PROPN
agb-15	198	10	(	(	PUNCT
agb-15	198	11	2005	2005	NUM
agb-15	198	12	)	)	PUNCT
agb-15	198	13	.	.	PUNCT
agb-15	199	1	rapid	rapid	ADJ
agb-15	199	2	guide	guide	NOUN
agb-15	199	3	for	for	ADP
agb-15	199	4	missions	mission	NOUN
agb-15	199	5	:	:	PUNCT
agb-15	199	6	analysing	analyse	VERB
agb-15	199	7	local	local	ADJ
agb-15	199	8	institutions	institution	NOUN
agb-15	199	9	and	and	CCONJ
agb-15	199	10	livelihoods	livelihood	NOUN
agb-15	199	11	:	:	PUNCT
agb-15	199	12	guidelines	guideline	NOUN
agb-15	199	13	(	(	PUNCT
agb-15	199	14	9251054290	9251054290	NUM
agb-15	199	15	)	)	PUNCT
agb-15	199	16	.	.	PUNCT
agb-15	200	1	retrieved	retrieve	VERB
agb-15	200	2	from	from	ADP
agb-15	200	3	case	case	NOUN
agb-15	200	4	,	,	PUNCT
agb-15	200	5	k.	k.	PROPN
agb-15	200	6	e.	e.	PROPN
agb-15	200	7	,	,	PUNCT
agb-15	200	8	&	&	CCONJ
agb-15	200	9	fair	fair	PROPN
agb-15	200	10	,	,	PUNCT
agb-15	200	11	r.	r.	PROPN
agb-15	200	12	c.	c.	PROPN
agb-15	200	13	(	(	PUNCT
agb-15	200	14	2007	2007	NUM
agb-15	200	15	)	)	PUNCT
agb-15	200	16	.	.	PUNCT
agb-15	201	1	principles	principle	NOUN
agb-15	201	2	of	of	ADP
agb-15	201	3	microeconomics	microeconomics	NOUN
agb-15	201	4	:	:	PUNCT
agb-15	201	5	pearson	pearson	PROPN
agb-15	201	6	education	education	PROPN
agb-15	201	7	.	.	PUNCT
agb-15	202	1	de	de	X
agb-15	202	2	janvry	janvry	PROPN
agb-15	202	3	,	,	PUNCT
agb-15	202	4	a.	a.	NOUN
agb-15	202	5	,	,	PUNCT
agb-15	202	6	sadoulet	sadoulet	NOUN
agb-15	202	7	,	,	PUNCT
agb-15	202	8	e.	e.	PROPN
agb-15	202	9	,	,	PUNCT
agb-15	202	10	&	&	CCONJ
agb-15	202	11	zhu	zhu	PROPN
agb-15	202	12	,	,	PUNCT
agb-15	202	13	n.	n.	PROPN
agb-15	202	14	(	(	PUNCT
agb-15	202	15	2005	2005	NUM
agb-15	202	16	)	)	PUNCT
agb-15	202	17	.	.	PUNCT
agb-15	203	1	the	the	DET
agb-15	203	2	role	role	NOUN
agb-15	203	3	of	of	ADP
agb-15	203	4	non	non	ADJ
agb-15	203	5	-	-	ADJ
agb-15	203	6	farm	farm	ADJ
agb-15	203	7	incomes	income	NOUN
agb-15	203	8	in	in	ADP
agb-15	203	9	reducing	reduce	VERB
agb-15	203	10	rural	rural	ADJ
agb-15	203	11	poverty	poverty	NOUN
agb-15	203	12	and	and	CCONJ
agb-15	203	13	inequality	inequality	NOUN
agb-15	203	14	in	in	ADP
agb-15	203	15	china	china	PROPN
agb-15	203	16	.	.	PUNCT
agb-15	204	1	retrieved	retrieve	VERB
agb-15	204	2	from	from	ADP
agb-15	204	3	derib	derib	PROPN
agb-15	204	4	,	,	PUNCT
agb-15	204	5	w.	w.	PROPN
agb-15	204	6	b.	b.	PROPN
agb-15	204	7	(	(	PUNCT
agb-15	204	8	2010	2010	NUM
agb-15	204	9	)	)	PUNCT
agb-15	204	10	.	.	PUNCT
agb-15	205	1	determinants	determinant	NOUN
agb-15	205	2	of	of	ADP
agb-15	205	3	pastoralists	pastoralist	NOUN
agb-15	205	4	’	’	PART
agb-15	205	5	livestock	livestock	NOUN
agb-15	205	6	income	income	NOUN
agb-15	205	7	in	in	ADP
agb-15	205	8	the	the	DET
agb-15	205	9	middle	middle	ADJ
agb-15	205	10	awash	awash	NOUN
agb-15	205	11	,	,	PUNCT
agb-15	205	12	southern	southern	ADJ
agb-15	205	13	afar	afar	PROPN
agb-15	205	14	,	,	PUNCT
agb-15	205	15	ethiopia	ethiopia	PROPN
agb-15	205	16	.	.	PUNCT
agb-15	206	1	mekelle	mekelle	PROPN
agb-15	206	2	university	university	PROPN
agb-15	206	3	,	,	PUNCT
agb-15	206	4	devendra	devendra	PROPN
agb-15	206	5	,	,	PUNCT
agb-15	206	6	c.	c.	PROPN
agb-15	206	7	(	(	PUNCT
agb-15	206	8	2010	2010	NUM
agb-15	206	9	)	)	PUNCT
agb-15	206	10	.	.	PUNCT
agb-15	207	1	small	small	ADJ
agb-15	207	2	farms	farm	NOUN
agb-15	207	3	in	in	ADP
agb-15	207	4	asia	asia	PROPN
agb-15	207	5	:	:	PUNCT
agb-15	207	6	revitalising	revitalise	VERB
agb-15	207	7	agricultural	agricultural	ADJ
agb-15	207	8	production	production	NOUN
agb-15	207	9	,	,	PUNCT
agb-15	207	10	food	food	NOUN
agb-15	207	11	security	security	NOUN
agb-15	207	12	and	and	CCONJ
agb-15	207	13	rural	rural	ADJ
agb-15	207	14	prosperity	prosperity	NOUN
agb-15	207	15	:	:	PUNCT
agb-15	207	16	c.	c.	PROPN
agb-15	207	17	devendra	devendra	PROPN
agb-15	207	18	,	,	PUNCT
agb-15	207	19	academy	academy	PROPN
agb-15	207	20	of	of	ADP
agb-15	207	21	sciences	sciences	PROPN
agb-15	207	22	,	,	PUNCT
agb-15	207	23	kuala	kuala	PROPN
agb-15	207	24	lumpur	lumpur	PROPN
agb-15	207	25	,	,	PUNCT
agb-15	207	26	malaysia	malaysia	PROPN
agb-15	207	27	,	,	PUNCT
agb-15	207	28	hard	hard	ADJ
agb-15	207	29	cover	cover	NOUN
agb-15	207	30	,	,	PUNCT
agb-15	208	1	isbn	isbn	ADJ
agb-15	208	2	978	978	NUM
agb-15	208	3	-	-	SYM
agb-15	208	4	983	983	NUM
agb-15	208	5	-	-	PUNCT
agb-15	208	6	9445	9445	NUM
agb-15	208	7	-	-	PUNCT
agb-15	208	8	40	40	NUM
agb-15	208	9	-	-	SYM
agb-15	208	10	4	4	NUM
agb-15	208	11	.	.	PUNCT
agb-15	208	12	ellis	ellis	PROPN
agb-15	208	13	,	,	PUNCT
agb-15	208	14	f.	f.	PROPN
agb-15	208	15	(	(	PUNCT
agb-15	208	16	2000	2000	NUM
agb-15	208	17	)	)	PUNCT
agb-15	208	18	.	.	PUNCT
agb-15	209	1	rural	rural	ADJ
agb-15	209	2	livelihoods	livelihood	NOUN
agb-15	209	3	and	and	CCONJ
agb-15	209	4	diversity	diversity	NOUN
agb-15	209	5	in	in	ADP
agb-15	209	6	developing	develop	VERB
agb-15	209	7	countries	country	NOUN
agb-15	209	8	:	:	PUNCT
agb-15	209	9	oxford	oxford	PROPN
agb-15	209	10	university	university	PROPN
agb-15	209	11	press	press	NOUN
agb-15	209	12	.	.	PUNCT
agb-15	210	1	elzaki	elzaki	PROPN
agb-15	210	2	,	,	PUNCT
agb-15	210	3	r.	r.	PROPN
agb-15	210	4	m.	m.	PROPN
agb-15	210	5	,	,	PUNCT
agb-15	210	6	alla	alla	NOUN
agb-15	210	7	ahmed	ahmed	PROPN
agb-15	210	8	,	,	PUNCT
agb-15	210	9	s.	s.	PROPN
agb-15	210	10	e.	e.	PROPN
agb-15	210	11	h.	h.	PROPN
agb-15	210	12	,	,	PUNCT
agb-15	210	13	elbushra	elbushra	PROPN
agb-15	210	14	,	,	PUNCT
agb-15	210	15	a.	a.	NOUN
agb-15	210	16	a.	a.	PROPN
agb-15	210	17	,	,	PUNCT
agb-15	210	18	&	&	CCONJ
agb-15	210	19	ahmed	ahmed	PROPN
agb-15	210	20	,	,	PUNCT
agb-15	210	21	b.	b.	PROPN
agb-15	210	22	w.	w.	PROPN
agb-15	210	23	e.	e.	PROPN
agb-15	210	24	(	(	PUNCT
agb-15	210	25	2010	2010	NUM
agb-15	210	26	)	)	PUNCT
agb-15	210	27	.	.	PUNCT
agb-15	211	1	impact	impact	NOUN
agb-15	211	2	of	of	ADP
agb-15	211	3	livestock	livestock	NOUN
agb-15	211	4	biodiversity	biodiversity	NOUN
agb-15	211	5	in	in	ADP
agb-15	211	6	poverty	poverty	NOUN
agb-15	211	7	reduction	reduction	NOUN
agb-15	211	8	and	and	CCONJ
agb-15	211	9	welfare	welfare	NOUN
agb-15	211	10	change	change	NOUN
agb-15	211	11	in	in	ADP
agb-15	211	12	rural	rural	ADJ
agb-15	211	13	sudan	sudan	PROPN
agb-15	211	14	.	.	PUNCT
agb-15	212	1	retrieved	retrieve	VERB
agb-15	212	2	from	from	ADP
agb-15	212	3	http://dx.doi.org/10.2139/ssrn.1649105	http://dx.doi.org/10.2139/ssrn.1649105	PROPN
agb-15	212	4	freeman	freeman	PROPN
agb-15	212	5	,	,	PUNCT
agb-15	212	6	a.	a.	PROPN
agb-15	212	7	,	,	PUNCT
agb-15	212	8	kaitibie	kaitibie	PROPN
agb-15	212	9	,	,	PUNCT
agb-15	212	10	s.	s.	PROPN
agb-15	212	11	,	,	PUNCT
agb-15	212	12	moyo	moyo	PROPN
agb-15	212	13	,	,	PUNCT
agb-15	212	14	s.	s.	PROPN
agb-15	212	15	,	,	PUNCT
agb-15	212	16	&	&	CCONJ
agb-15	212	17	perry	perry	PROPN
agb-15	212	18	,	,	PUNCT
agb-15	212	19	b.	b.	PROPN
agb-15	212	20	(	(	PUNCT
agb-15	212	21	2007	2007	NUM
agb-15	212	22	)	)	PUNCT
agb-15	212	23	.	.	PUNCT
agb-15	213	1	livestock	livestock	NOUN
agb-15	213	2	,	,	PUNCT
agb-15	213	3	livelihoods	livelihood	NOUN
agb-15	213	4	and	and	CCONJ
agb-15	213	5	vulnerability	vulnerability	NOUN
agb-15	213	6	in	in	ADP
agb-15	213	7	selected	select	VERB
agb-15	213	8	sadc	sadc	PROPN
agb-15	213	9	countries	country	NOUN
agb-15	213	10	(	(	PUNCT
agb-15	213	11	lesotho	lesotho	PROPN
agb-15	213	12	,	,	PUNCT
agb-15	213	13	malawi	malawi	PROPN
agb-15	213	14	and	and	CCONJ
agb-15	213	15	zambia	zambia	PROPN
agb-15	213	16	)	)	PUNCT
agb-15	213	17	.	.	PUNCT
agb-15	214	1	retrieved	retrieve	VERB
agb-15	214	2	from	from	ADP
agb-15	214	3	government	government	NOUN
agb-15	214	4	of	of	ADP
agb-15	214	5	pakistan	pakistan	PROPN
agb-15	214	6	.	.	PUNCT
agb-15	215	1	(	(	PUNCT
agb-15	215	2	2006	2006	NUM
agb-15	215	3	)	)	PUNCT
agb-15	215	4	.	.	PUNCT
agb-15	216	1	pakistan	pakistan	PROPN
agb-15	216	2	livestock	livestock	PROPN
agb-15	216	3	census	census	PROPN
agb-15	216	4	2006	2006	NUM
agb-15	216	5	.	.	PUNCT
agb-15	217	1	agricultural	agricultural	ADJ
agb-15	217	2	census	census	PROPN
agb-15	217	3	organization	organization	NOUN
agb-15	217	4	.	.	PUNCT
agb-15	218	1	pakistan	pakistan	PROPN
agb-15	218	2	bureau	bureau	PROPN
agb-15	218	3	of	of	ADP
agb-15	218	4	statistics	statistics	PROPN
agb-15	218	5	,	,	PUNCT
agb-15	218	6	islamabad	islamabad	PROPN
agb-15	218	7	,	,	PUNCT
agb-15	218	8	pakistan	pakistan	PROPN
agb-15	218	9	.	.	PUNCT
agb-15	219	1	government	government	NOUN
agb-15	219	2	of	of	ADP
agb-15	219	3	pakistan	pakistan	PROPN
agb-15	219	4	.	.	PUNCT
agb-15	220	1	(	(	PUNCT
agb-15	220	2	2017	2017	NUM
agb-15	220	3	)	)	PUNCT
agb-15	220	4	.	.	PUNCT
agb-15	221	1	pakistan	pakistan	PROPN
agb-15	221	2	economic	economic	ADJ
agb-15	221	3	survey	survey	PROPN
agb-15	221	4	2016	2016	NUM
agb-15	221	5	-	-	SYM
agb-15	221	6	17	17	NUM
agb-15	221	7	.	.	PUNCT
agb-15	222	1	finance	finance	NOUN
agb-15	222	2	and	and	CCONJ
agb-15	222	3	economic	economic	ADJ
agb-15	222	4	affairs	affair	NOUN
agb-15	222	5	division	division	NOUN
agb-15	222	6	,	,	PUNCT
agb-15	222	7	ministry	ministry	PROPN
agb-15	222	8	of	of	ADP
agb-15	222	9	finance	finance	PROPN
agb-15	222	10	,	,	PUNCT
agb-15	222	11	govt	govt	PROPN
agb-15	222	12	.	.	PUNCT
agb-15	223	1	of	of	ADP
agb-15	223	2	pakistan	pakistan	PROPN
agb-15	223	3	,	,	PUNCT
agb-15	223	4	islamabad	islamabad	PROPN
agb-15	223	5	,	,	PUNCT
agb-15	223	6	pakistan	pakistan	PROPN
agb-15	223	7	.	.	PUNCT
agb-15	224	1	government	government	NOUN
agb-15	224	2	of	of	ADP
agb-15	224	3	the	the	DET
agb-15	224	4	punjab	punjab	NOUN
agb-15	224	5	.	.	PUNCT
agb-15	225	1	(	(	PUNCT
agb-15	225	2	2014	2014	NUM
agb-15	225	3	)	)	PUNCT
agb-15	225	4	.	.	PUNCT
agb-15	226	1	punjab	punjab	ADJ
agb-15	226	2	development	development	NOUN
agb-15	226	3	statistics-2014	statistics-2014	NOUN
agb-15	226	4	.	.	PUNCT
agb-15	227	1	bureau	bureau	PROPN
agb-15	227	2	of	of	ADP
agb-15	227	3	statistics	statistic	NOUN
agb-15	227	4	,	,	PUNCT
agb-15	227	5	government	government	NOUN
agb-15	227	6	of	of	ADP
agb-15	227	7	the	the	DET
agb-15	227	8	punjab	punjab	ADJ
agb-15	227	9	,	,	PUNCT
agb-15	227	10	lahore	lahore	NOUN
agb-15	227	11	-	-	PUNCT
agb-15	227	12	pakistan	pakistan	NOUN
agb-15	227	13	.	.	PUNCT
agb-15	228	1	hassan	hassan	PROPN
agb-15	228	2	,	,	PUNCT
agb-15	228	3	a.	a.	PROPN
agb-15	228	4	,	,	PUNCT
agb-15	228	5	ishaq	ishaq	PROPN
agb-15	228	6	,	,	PUNCT
agb-15	228	7	m.	m.	NOUN
agb-15	228	8	,	,	PUNCT
agb-15	228	9	farooq	farooq	PROPN
agb-15	228	10	,	,	PUNCT
agb-15	228	11	a.	a.	PROPN
agb-15	228	12	,	,	PUNCT
agb-15	228	13	&	&	CCONJ
agb-15	228	14	sadozai	sadozai	PROPN
agb-15	228	15	,	,	PUNCT
agb-15	228	16	s.	s.	PROPN
agb-15	228	17	h.	h.	PROPN
agb-15	228	18	(	(	PUNCT
agb-15	228	19	2007	2007	NUM
agb-15	228	20	)	)	PUNCT
agb-15	228	21	.	.	PUNCT
agb-15	229	1	economics	economic	NOUN
agb-15	229	2	of	of	ADP
agb-15	229	3	trout	trout	NOUN
agb-15	229	4	fish	fish	NOUN
agb-15	229	5	farming	farming	NOUN
agb-15	229	6	in	in	ADP
agb-15	229	7	the	the	DET
agb-15	229	8	northern	northern	ADJ
agb-15	229	9	areas	area	NOUN
agb-15	229	10	of	of	ADP
agb-15	229	11	pakistan	pakistan	PROPN
agb-15	229	12	.	.	PUNCT
agb-15	230	1	sarhad	sarhad	ADJ
agb-15	230	2	journal	journal	PROPN
agb-15	230	3	of	of	ADP
agb-15	230	4	agriculture	agriculture	PROPN
agb-15	230	5	,	,	PUNCT
agb-15	230	6	23(2	23(2	NUM
agb-15	230	7	)	)	PUNCT
agb-15	230	8	,	,	PUNCT
agb-15	230	9	407	407	NUM
agb-15	230	10	.	.	PUNCT
agb-15	231	1	herrero	herrero	PROPN
agb-15	231	2	,	,	PUNCT
agb-15	231	3	m.	m.	NOUN
agb-15	231	4	,	,	PUNCT
agb-15	231	5	thornton	thornton	PROPN
agb-15	231	6	,	,	PUNCT
agb-15	231	7	p.	p.	PROPN
agb-15	231	8	,	,	PUNCT
agb-15	231	9	gerber	gerber	PROPN
agb-15	231	10	,	,	PUNCT
agb-15	231	11	p.	p.	PROPN
agb-15	231	12	,	,	PUNCT
agb-15	231	13	van	van	PROPN
agb-15	231	14	der	der	PROPN
agb-15	231	15	zijpp	zijpp	PROPN
agb-15	231	16	,	,	PUNCT
agb-15	231	17	a.	a.	PROPN
agb-15	231	18	,	,	PUNCT
agb-15	231	19	van	van	PROPN
agb-15	231	20	de	de	PROPN
agb-15	231	21	steeg	steeg	PROPN
agb-15	231	22	,	,	PUNCT
agb-15	231	23	j.	j.	PROPN
agb-15	231	24	,	,	PUNCT
agb-15	231	25	notenbaert	notenbaert	PROPN
agb-15	231	26	,	,	PUNCT
agb-15	231	27	a.	a.	NOUN
agb-15	231	28	,	,	PUNCT
agb-15	231	29	.	.	PUNCT
agb-15	231	30	.	.	PUNCT
agb-15	231	31	.	.	PUNCT
agb-15	232	1	grace	grace	NOUN
agb-15	232	2	,	,	PUNCT
agb-15	232	3	d.	d.	PROPN
agb-15	232	4	(	(	PUNCT
agb-15	232	5	2010	2010	NUM
agb-15	232	6	)	)	PUNCT
agb-15	232	7	.	.	PUNCT
agb-15	233	1	the	the	DET
agb-15	233	2	way	way	NOUN
agb-15	233	3	forward	forward	ADV
agb-15	233	4	for	for	ADP
agb-15	233	5	livestock	livestock	NOUN
agb-15	233	6	and	and	CCONJ
agb-15	233	7	the	the	DET
agb-15	233	8	environment	environment	NOUN
agb-15	233	9	.	.	PUNCT
agb-15	234	1	in	in	ADP
agb-15	234	2	f.	f.	PROPN
agb-15	234	3	swanepoel	swanepoel	PROPN
agb-15	234	4	,	,	PUNCT
agb-15	234	5	a.	a.	NOUN
agb-15	234	6	stroebel	stroebel	NOUN
agb-15	234	7	,	,	PUNCT
agb-15	234	8	&	&	CCONJ
agb-15	234	9	s.	s.	PROPN
agb-15	234	10	moyo	moyo	PROPN
agb-15	234	11	(	(	PUNCT
agb-15	234	12	eds	eds	PROPN
agb-15	234	13	.	.	PUNCT
agb-15	234	14	)	)	PUNCT
agb-15	234	15	,	,	PUNCT
agb-15	234	16	the	the	DET
agb-15	234	17	role	role	NOUN
agb-15	234	18	of	of	ADP
agb-15	234	19	livestock	livestock	NOUN
agb-15	234	20	in	in	ADP
agb-15	234	21	developing	develop	VERB
agb-15	234	22	communities	community	NOUN
agb-15	234	23	:	:	PUNCT
agb-15	234	24	enhancing	enhance	VERB
agb-15	234	25	multifunctionality	multifunctionality	NOUN
agb-15	234	26	(	(	PUNCT
agb-15	234	27	pp	pp	ADJ
agb-15	234	28	.	.	PUNCT
agb-15	234	29	51	51	NUM
agb-15	234	30	)	)	PUNCT
agb-15	234	31	.	.	PUNCT
agb-15	235	1	cta	cta	PROPN
agb-15	235	2	,	,	PUNCT
agb-15	235	3	wageningen	wageningen	PROPN
agb-15	235	4	,	,	PUNCT
agb-15	235	5	the	the	DET
agb-15	235	6	netherlands	netherlands	PROPN
agb-15	235	7	.	.	PUNCT
agb-15	236	1	ibrahim	ibrahim	PROPN
agb-15	236	2	,	,	PUNCT
agb-15	236	3	a.	a.	NOUN
agb-15	236	4	m.	m.	NOUN
agb-15	236	5	,	,	PUNCT
agb-15	236	6	shiwei	shiwei	NOUN
agb-15	236	7	,	,	PUNCT
agb-15	236	8	x.	x.	NOUN
agb-15	236	9	,	,	PUNCT
agb-15	236	10	&	&	CCONJ
agb-15	236	11	wen	wen	PROPN
agb-15	236	12	,	,	PUNCT
agb-15	236	13	y.	y.	PROPN
agb-15	236	14	(	(	PUNCT
agb-15	236	15	2013	2013	NUM
agb-15	236	16	)	)	PUNCT
agb-15	236	17	.	.	PUNCT
agb-15	237	1	the	the	DET
agb-15	237	2	impact	impact	NOUN
agb-15	237	3	of	of	ADP
agb-15	237	4	social	social	ADJ
agb-15	237	5	factors	factor	NOUN
agb-15	237	6	of	of	ADP
agb-15	237	7	rural	rural	ADJ
agb-15	237	8	households	household	NOUN
agb-15	237	9	on	on	ADP
agb-15	237	10	livestock	livestock	NOUN
agb-15	237	11	production	production	NOUN
agb-15	237	12	and	and	CCONJ
agb-15	237	13	rural	rural	ADJ
agb-15	237	14	household	household	NOUN
agb-15	237	15	income	income	NOUN
agb-15	237	16	in	in	ADP
agb-15	237	17	white	white	PROPN
agb-15	237	18	nile	nile	PROPN
agb-15	237	19	state	state	PROPN
agb-15	237	20	of	of	ADP
agb-15	237	21	sudan	sudan	PROPN
agb-15	237	22	.	.	PUNCT
agb-15	238	1	international	international	ADJ
agb-15	238	2	journal	journal	PROPN
agb-15	238	3	of	of	ADP
agb-15	238	4	agricultural	agricultural	ADJ
agb-15	238	5	and	and	CCONJ
agb-15	238	6	food	food	NOUN
agb-15	238	7	research	research	NOUN
agb-15	238	8	,	,	PUNCT
agb-15	238	9	2(4	2(4	NUM
agb-15	238	10	)	)	PUNCT
agb-15	238	11	.	.	PUNCT
agb-15	239	1	ibrahim	ibrahim	PROPN
agb-15	239	2	,	,	PUNCT
agb-15	239	3	s.	s.	PROPN
agb-15	239	4	(	(	PUNCT
agb-15	239	5	2013	2013	NUM
agb-15	239	6	)	)	PUNCT
agb-15	239	7	.	.	PUNCT
agb-15	240	1	buffalo	buffalo	PROPN
agb-15	240	2	share	share	NOUN
agb-15	240	3	in	in	ADP
agb-15	240	4	small	small	ADJ
agb-15	240	5	farmer	farmer	NOUN
agb-15	240	6	welfare	welfare	NOUN
agb-15	240	7	under	under	ADP
agb-15	240	8	intensive	intensive	ADJ
agb-15	240	9	agricultural	agricultural	ADJ
agb-15	240	10	system	system	NOUN
agb-15	240	11	:	:	PUNCT
agb-15	240	12	the	the	DET
agb-15	240	13	case	case	NOUN
agb-15	240	14	study	study	NOUN
agb-15	240	15	of	of	ADP
agb-15	240	16	egypt	egypt	PROPN
agb-15	240	17	.	.	PUNCT
agb-15	241	1	retrieved	retrieve	VERB
agb-15	241	2	from	from	ADP
agb-15	241	3	iiyama	iiyama	PROPN
agb-15	241	4	,	,	PUNCT
agb-15	241	5	m.	m.	NOUN
agb-15	241	6	(	(	PUNCT
agb-15	241	7	2006	2006	NUM
agb-15	241	8	)	)	PUNCT
agb-15	241	9	.	.	PUNCT
agb-15	242	1	livelihoods	livelihood	VERB
agb-15	242	2	diversification	diversification	NOUN
agb-15	242	3	patterns	pattern	NOUN
agb-15	242	4	among	among	ADP
agb-15	242	5	households	household	NOUN
agb-15	242	6	and	and	CCONJ
agb-15	242	7	their	their	PRON
agb-15	242	8	implications	implication	NOUN
agb-15	242	9	on	on	ADP
agb-15	242	10	poverty	poverty	NOUN
agb-15	242	11	and	and	CCONJ
agb-15	242	12	resource	resource	NOUN
agb-15	242	13	use	use	NOUN
agb-15	242	14	:	:	PUNCT
agb-15	242	15	a	a	DET
agb-15	242	16	case	case	NOUN
agb-15	242	17	study	study	NOUN
agb-15	242	18	from	from	ADP
agb-15	242	19	a	a	DET
agb-15	242	20	kerio	kerio	PROPN
agb-15	242	21	river	river	PROPN
agb-15	242	22	basin	basin	PROPN
agb-15	242	23	community	community	NOUN
agb-15	242	24	:	:	PUNCT
agb-15	242	25	lucid	lucid	ADJ
agb-15	242	26	project	project	NOUN
agb-15	242	27	,	,	PUNCT
agb-15	242	28	international	international	ADJ
agb-15	242	29	livestock	livestock	NOUN
agb-15	242	30	research	research	PROPN
agb-15	242	31	institute	institute	PROPN
agb-15	242	32	.	.	PUNCT
agb-15	243	1	ishaq	ishaq	PROPN
agb-15	243	2	,	,	PUNCT
agb-15	243	3	m.	m.	NOUN
agb-15	243	4	,	,	PUNCT
agb-15	243	5	farooq	farooq	PROPN
agb-15	243	6	,	,	PUNCT
agb-15	243	7	a.	a.	PROPN
agb-15	243	8	,	,	PUNCT
agb-15	243	9	&	&	CCONJ
agb-15	243	10	farooq	farooq	PROPN
agb-15	243	11	,	,	PUNCT
agb-15	243	12	u.	u.	PROPN
agb-15	243	13	(	(	PUNCT
agb-15	243	14	2007	2007	NUM
agb-15	243	15	)	)	PUNCT
agb-15	243	16	.	.	PUNCT
agb-15	244	1	economies	economy	NOUN
agb-15	244	2	of	of	ADP
agb-15	244	3	scale	scale	NOUN
agb-15	244	4	in	in	ADP
agb-15	244	5	small	small	ADJ
agb-15	244	6	ruminants	ruminant	NOUN
agb-15	244	7	farming	farm	VERB
agb-15	244	8	in	in	ADP
agb-15	244	9	southern	southern	ADJ
agb-15	244	10	north	north	PROPN
agb-15	244	11	west	west	PROPN
agb-15	244	12	frontier	frontier	NOUN
agb-15	244	13	province	province	NOUN
agb-15	244	14	-	-	PUNCT
agb-15	244	15	pakistan	pakistan	PROPN
agb-15	244	16	.	.	PUNCT
agb-15	245	1	young	young	ADJ
agb-15	245	2	,	,	PUNCT
agb-15	245	3	27(68	27(68	PROPN
agb-15	245	4	)	)	PUNCT
agb-15	245	5	,	,	PUNCT
agb-15	245	6	4	4	X
agb-15	245	7	.	.	X
agb-15	245	8	kassa	kassa	PROPN
agb-15	245	9	,	,	PUNCT
agb-15	245	10	b.	b.	PROPN
agb-15	245	11	(	(	PUNCT
agb-15	245	12	2014	2014	NUM
agb-15	245	13	)	)	PUNCT
agb-15	245	14	.	.	PUNCT
agb-15	246	1	assessment	assessment	NOUN
agb-15	246	2	of	of	ADP
agb-15	246	3	factors	factor	NOUN
agb-15	246	4	affecting	affect	VERB
agb-15	246	5	agricultural	agricultural	ADJ
agb-15	246	6	production	production	NOUN
agb-15	246	7	:	:	PUNCT
agb-15	246	8	evidence	evidence	NOUN
agb-15	246	9	from	from	ADP
agb-15	246	10	smallholder	smallholder	NOUN
agb-15	246	11	farmers	farmer	NOUN
agb-15	246	12	of	of	ADP
agb-15	246	13	southern	southern	ADJ
agb-15	246	14	tigray	tigray	PROPN
agb-15	246	15	,	,	PUNCT
agb-15	246	16	northern	northern	ADJ
agb-15	246	17	ethiopia	ethiopia	PROPN
agb-15	246	18	.	.	PUNCT
agb-15	247	1	thesis	thesis	NOUN
agb-15	247	2	submitted	submit	VERB
agb-15	247	3	degree	degree	NOUN
agb-15	247	4	of	of	ADP
agb-15	247	5	ma	ma	PROPN
agb-15	247	6	,	,	PUNCT
agb-15	247	7	in	in	ADP
agb-15	247	8	development	development	NOUN
agb-15	247	9	studies	study	NOUN
agb-15	247	10	to	to	ADP
agb-15	247	11	the	the	DET
agb-15	247	12	college	college	NOUN
agb-15	247	13	of	of	ADP
agb-15	247	14	business	business	NOUN
agb-15	247	15	and	and	CCONJ
agb-15	247	16	economics	economic	NOUN
agb-15	247	17	,	,	PUNCT
agb-15	247	18	mekelle	mekelle	PROPN
agb-15	247	19	university	university	PROPN
agb-15	247	20	,	,	PUNCT
agb-15	247	21	ethiopia	ethiopia	PROPN
agb-15	247	22	,	,	PUNCT
agb-15	247	23	kurosaki	kurosaki	PROPN
agb-15	247	24	,	,	PUNCT
agb-15	247	25	t.	t.	PROPN
agb-15	247	26	(	(	PUNCT
agb-15	247	27	1995	1995	NUM
agb-15	247	28	)	)	PUNCT
agb-15	247	29	.	.	PUNCT
agb-15	248	1	risk	risk	NOUN
agb-15	248	2	and	and	CCONJ
agb-15	248	3	insurance	insurance	NOUN
agb-15	248	4	in	in	ADP
agb-15	248	5	a	a	DET
agb-15	248	6	household	household	NOUN
agb-15	248	7	economy	economy	NOUN
agb-15	248	8	:	:	PUNCT
agb-15	248	9	role	role	NOUN
agb-15	248	10	of	of	ADP
agb-15	248	11	livestock	livestock	NOUN
agb-15	248	12	in	in	ADP
agb-15	248	13	mixed	mixed	ADJ
agb-15	248	14	farming	farming	NOUN
agb-15	248	15	in	in	ADP
agb-15	248	16	pakistan	pakistan	PROPN
agb-15	248	17	.	.	PUNCT
agb-15	249	1	the	the	DET
agb-15	249	2	developing	develop	VERB
agb-15	249	3	economies	economy	NOUN
agb-15	249	4	,	,	PUNCT
agb-15	249	5	33(4	33(4	NUM
agb-15	249	6	)	)	PUNCT
agb-15	249	7	,	,	PUNCT
agb-15	249	8	479	479	NUM
agb-15	249	9	-	-	SYM
agb-15	249	10	483	483	NUM
agb-15	249	11	.	.	PUNCT
agb-15	250	1	mabe	mabe	PROPN
agb-15	250	2	,	,	PUNCT
agb-15	250	3	l.	l.	PROPN
agb-15	250	4	,	,	PUNCT
agb-15	250	5	antwi	antwi	ADJ
agb-15	250	6	,	,	PUNCT
agb-15	250	7	m.	m.	NOUN
agb-15	250	8	,	,	PUNCT
agb-15	250	9	&	&	CCONJ
agb-15	250	10	oladele	oladele	PROPN
agb-15	250	11	,	,	PUNCT
agb-15	250	12	o.	o.	PROPN
agb-15	250	13	(	(	PUNCT
agb-15	250	14	2010	2010	NUM
agb-15	250	15	)	)	PUNCT
agb-15	250	16	.	.	PUNCT
agb-15	251	1	factors	factor	NOUN
agb-15	251	2	influencing	influence	VERB
agb-15	251	3	farm	farm	NOUN
agb-15	251	4	income	income	NOUN
agb-15	251	5	in	in	ADP
agb-15	251	6	livestock	livestock	NOUN
agb-15	251	7	producing	produce	VERB
agb-15	251	8	communities	community	NOUN
agb-15	251	9	of	of	ADP
agb-15	251	10	north	north	NOUN
agb-15	251	11	-	-	PUNCT
agb-15	251	12	west	west	NOUN
agb-15	251	13	province	province	PROPN
agb-15	251	14	,	,	PUNCT
agb-15	251	15	south	south	PROPN
agb-15	251	16	africa	africa	PROPN
agb-15	251	17	.	.	PUNCT
agb-15	252	1	livestock	livestock	NOUN
agb-15	252	2	research	research	NOUN
agb-15	252	3	for	for	ADP
agb-15	252	4	rural	rural	ADJ
agb-15	252	5	development	development	NOUN
agb-15	252	6	,	,	PUNCT
agb-15	252	7	22(8	22(8	NUM
agb-15	252	8	)	)	PUNCT
agb-15	252	9	,	,	PUNCT
agb-15	252	10	2010	2010	NUM
agb-15	252	11	.	.	PUNCT
agb-15	253	1	mabe	mabe	ADJ
agb-15	253	2	,	,	PUNCT
agb-15	253	3	l.	l.	PROPN
agb-15	253	4	,	,	PUNCT
agb-15	253	5	&	&	CCONJ
agb-15	253	6	oladele	oladele	PROPN
agb-15	253	7	,	,	PUNCT
agb-15	253	8	o.	o.	PROPN
agb-15	253	9	(	(	PUNCT
agb-15	253	10	2012	2012	NUM
agb-15	253	11	)	)	PUNCT
agb-15	253	12	.	.	PUNCT
agb-15	254	1	awareness	awareness	NOUN
agb-15	254	2	level	level	NOUN
agb-15	254	3	of	of	ADP
agb-15	254	4	use	use	NOUN
agb-15	254	5	of	of	ADP
agb-15	254	6	information	information	NOUN
agb-15	254	7	communication	communication	NOUN
agb-15	254	8	technologies	technology	NOUN
agb-15	254	9	tools	tool	NOUN
agb-15	254	10	among	among	ADP
agb-15	254	11	extension	extension	NOUN
agb-15	254	12	officers	officer	NOUN
agb-15	254	13	in	in	ADP
agb-15	254	14	the	the	DET
agb-15	254	15	northwest	northwest	PROPN
agb-15	254	16	province	province	NOUN
agb-15	254	17	,	,	PUNCT
agb-15	254	18	south	south	PROPN
agb-15	254	19	africa	africa	PROPN
agb-15	254	20	.	.	PUNCT
agb-15	255	1	life	life	NOUN
agb-15	255	2	science	science	PROPN
agb-15	255	3	journal	journal	PROPN
agb-15	255	4	,	,	PUNCT
agb-15	255	5	9(3	9(3	NUM
agb-15	255	6	)	)	PUNCT
agb-15	255	7	,	,	PUNCT
agb-15	255	8	57	57	NUM
agb-15	255	9	-	-	SYM
agb-15	255	10	62	62	NUM
agb-15	255	11	.	.	PUNCT
agb-15	256	1	mafawi	mafawi	PROPN
agb-15	256	2	.	.	PUNCT
agb-15	257	1	(	(	PUNCT
agb-15	257	2	2010	2010	NUM
agb-15	257	3	)	)	PUNCT
agb-15	257	4	.	.	PUNCT
agb-15	258	1	baseline	baseline	PROPN
agb-15	258	2	survey	survey	NOUN
agb-15	258	3	on	on	ADP
agb-15	258	4	livestock	livestock	NOUN
agb-15	258	5	and	and	CCONJ
agb-15	258	6	fishery	fishery	NOUN
agb-15	258	7	production	production	NOUN
agb-15	258	8	,	,	PUNCT
agb-15	258	9	white	white	PROPN
agb-15	258	10	nile	nile	PROPN
agb-15	258	11	state	state	PROPN
agb-15	258	12	of	of	ADP
agb-15	258	13	sudan	sudan	PROPN
agb-15	258	14	.	.	PUNCT
agb-15	259	1	ministry	ministry	PROPN
agb-15	259	2	of	of	ADP
agb-15	259	3	agriculture	agriculture	PROPN
agb-15	259	4	,	,	PUNCT
agb-15	259	5	forestry	forestry	NOUN
agb-15	259	6	,	,	PUNCT
agb-15	259	7	animal	animal	NOUN
agb-15	259	8	wealth	wealth	NOUN
agb-15	259	9	and	and	CCONJ
agb-15	259	10	irrigation	irrigation	NOUN
agb-15	259	11	(	(	PUNCT
agb-15	259	12	mafawi	mafawi	PROPN
agb-15	259	13	)	)	PUNCT
agb-15	259	14	,	,	PUNCT
agb-15	259	15	kosti	kosti	PROPN
agb-15	259	16	,	,	PUNCT
agb-15	259	17	white	white	PROPN
agb-15	259	18	nile	nile	PROPN
agb-15	259	19	state	state	PROPN
agb-15	259	20	,	,	PUNCT
agb-15	259	21	sudan	sudan	PROPN
agb-15	259	22	.	.	PUNCT
agb-15	259	23	.	.	PUNCT
agb-15	260	1	mcdermott	mcdermott	PROPN
agb-15	260	2	,	,	PUNCT
agb-15	260	3	j.	j.	PROPN
agb-15	260	4	j.	j.	PROPN
agb-15	260	5	,	,	PUNCT
agb-15	260	6	rich	rich	PROPN
agb-15	260	7	,	,	PUNCT
agb-15	260	8	k.	k.	PROPN
agb-15	260	9	m.	m.	PROPN
agb-15	260	10	,	,	PUNCT
agb-15	260	11	gebremedhin	gebremedhin	PROPN
agb-15	260	12	,	,	PUNCT
agb-15	260	13	b.	b.	PROPN
agb-15	260	14	,	,	PUNCT
agb-15	260	15	&	&	CCONJ
agb-15	260	16	burrow	burrow	PROPN
agb-15	260	17	,	,	PUNCT
agb-15	260	18	h.	h.	PROPN
agb-15	260	19	(	(	PUNCT
agb-15	260	20	2010	2010	NUM
agb-15	260	21	)	)	PUNCT
agb-15	260	22	.	.	PUNCT
agb-15	261	1	value	value	NOUN
agb-15	261	2	chains	chain	NOUN
agb-15	261	3	and	and	CCONJ
agb-15	261	4	innovation	innovation	NOUN
agb-15	261	5	.	.	PUNCT
agb-15	262	1	in	in	ADP
agb-15	262	2	:	:	PUNCT
agb-15	262	3	university	university	NOUN
agb-15	262	4	of	of	ADP
agb-15	262	5	the	the	DET
agb-15	262	6	free	free	ADJ
agb-15	262	7	state	state	NOUN
agb-15	262	8	and	and	CCONJ
agb-15	262	9	cta	cta	PROPN
agb-15	262	10	.	.	PUNCT
agb-15	263	1	mfac	mfac	NOUN
agb-15	263	2	,	,	PUNCT
agb-15	263	3	m.	m.	NOUN
agb-15	263	4	o.	o.	PROPN
agb-15	263	5	f.	f.	PROPN
agb-15	263	6	a.	a.	PROPN
agb-15	263	7	a.	a.	PROPN
agb-15	263	8	c.	c.	PROPN
agb-15	263	9	(	(	PUNCT
agb-15	263	10	2015	2015	NUM
agb-15	263	11	)	)	PUNCT
agb-15	263	12	.	.	PUNCT
agb-15	264	1	national	national	PROPN
agb-15	264	2	commission	commission	PROPN
agb-15	264	3	on	on	ADP
agb-15	264	4	agriculture	agriculture	NOUN
agb-15	264	5	.	.	PUNCT
agb-15	265	1	islamabad	islamabad	PROPN
agb-15	265	2	.	.	PUNCT
agb-15	266	1	retrieved	retrieve	VERB
agb-15	266	2	from	from	ADP
agb-15	266	3	pakistan	pakistan	PROPN
agb-15	266	4	:	:	PUNCT
agb-15	266	5	moaeen	moaeen	VERB
agb-15	266	6	-	-	PUNCT
agb-15	266	7	ud	ud	ADP
agb-15	266	8	-	-	PUNCT
agb-15	266	9	din	din	NOUN
agb-15	266	10	,	,	PUNCT
agb-15	266	11	m.	m.	NOUN
agb-15	266	12	,	,	PUNCT
agb-15	266	13	&	&	CCONJ
agb-15	266	14	babar	babar	PROPN
agb-15	266	15	,	,	PUNCT
agb-15	266	16	m.	m.	NOUN
agb-15	266	17	(	(	PUNCT
agb-15	266	18	2006	2006	NUM
agb-15	266	19	)	)	PUNCT
agb-15	266	20	.	.	PUNCT
agb-15	267	1	livestock	livestock	NOUN
agb-15	267	2	farming	farming	NOUN
agb-15	267	3	in	in	ADP
agb-15	267	4	peri	peri	PROPN
agb-15	267	5	-	-	PUNCT
agb-15	267	6	urban	urban	ADJ
agb-15	267	7	areas	area	NOUN
agb-15	267	8	of	of	ADP
agb-15	267	9	faisalabad	faisalabad	PROPN
agb-15	267	10	,	,	PUNCT
agb-15	267	11	pakistan	pakistan	PROPN
agb-15	267	12	.	.	PUNCT
agb-15	268	1	livestock	livestock	NOUN
agb-15	268	2	research	research	NOUN
agb-15	268	3	for	for	ADP
agb-15	268	4	rural	rural	ADJ
agb-15	268	5	development	development	NOUN
agb-15	268	6	,	,	PUNCT
agb-15	268	7	18(1	18(1	NUM
agb-15	268	8	)	)	PUNCT
agb-15	268	9	,	,	PUNCT
agb-15	268	10	89	89	NUM
agb-15	268	11	-	-	SYM
agb-15	268	12	94	94	NUM
agb-15	268	13	.	.	PUNCT
agb-15	269	1	moyo	moyo	PROPN
agb-15	269	2	,	,	PUNCT
agb-15	269	3	s.	s.	PROPN
agb-15	269	4	,	,	PUNCT
agb-15	269	5	&	&	CCONJ
agb-15	269	6	swanepoel	swanepoel	PROPN
agb-15	269	7	,	,	PUNCT
agb-15	269	8	f.	f.	PROPN
agb-15	269	9	(	(	PUNCT
agb-15	269	10	2010	2010	NUM
agb-15	269	11	)	)	PUNCT
agb-15	269	12	.	.	PUNCT
agb-15	270	1	multifunctionality	multifunctionality	NOUN
agb-15	270	2	of	of	ADP
agb-15	270	3	livestock	livestock	NOUN
agb-15	270	4	in	in	ADP
agb-15	270	5	developing	develop	VERB
agb-15	270	6	communities	community	NOUN
agb-15	270	7	.	.	PUNCT
agb-15	271	1	in	in	ADP
agb-15	271	2	f.	f.	PROPN
agb-15	271	3	swanepoel	swanepoel	PROPN
agb-15	271	4	,	,	PUNCT
agb-15	271	5	a.	a.	NOUN
agb-15	271	6	stroebel	stroebel	NOUN
agb-15	271	7	,	,	PUNCT
agb-15	271	8	&	&	CCONJ
agb-15	271	9	s.	s.	PROPN
agb-15	271	10	moyo	moyo	PROPN
agb-15	271	11	(	(	PUNCT
agb-15	271	12	eds	eds	PROPN
agb-15	271	13	.	.	PUNCT
agb-15	271	14	)	)	PUNCT
agb-15	271	15	,	,	PUNCT
agb-15	271	16	the	the	DET
agb-15	271	17	role	role	NOUN
agb-15	271	18	of	of	ADP
agb-15	271	19	livestock	livestock	NOUN
agb-15	271	20	in	in	ADP
agb-15	271	21	developing	develop	VERB
agb-15	271	22	communities	community	NOUN
agb-15	271	23	:	:	PUNCT
agb-15	271	24	enhancing	enhance	VERB
agb-15	271	25	multifunctionality	multifunctionality	NOUN
agb-15	271	26	(	(	PUNCT
agb-15	271	27	vol	vol	NOUN
agb-15	271	28	.	.	PROPN
agb-15	271	29	3	3	NUM
agb-15	271	30	,	,	PUNCT
agb-15	271	31	pp	pp	ADJ
agb-15	271	32	.	.	PUNCT
agb-15	271	33	69	69	NUM
agb-15	271	34	):	):	PUNCT
agb-15	271	35	cta	cta	PROPN
agb-15	271	36	,	,	PUNCT
agb-15	271	37	wageningen	wageningen	PROPN
agb-15	271	38	,	,	PUNCT
agb-15	271	39	the	the	DET
agb-15	271	40	netherlands	netherlands	PROPN
agb-15	271	41	.	.	PUNCT
agb-15	272	1	neumann	neumann	PROPN
agb-15	272	2	,	,	PUNCT
agb-15	272	3	c.	c.	PROPN
agb-15	272	4	g.	g.	PROPN
agb-15	272	5	,	,	PUNCT
agb-15	272	6	bwibo	bwibo	PROPN
agb-15	272	7	,	,	PUNCT
agb-15	272	8	n.	n.	PROPN
agb-15	272	9	o.	o.	PROPN
agb-15	272	10	,	,	PUNCT
agb-15	272	11	murphy	murphy	PROPN
agb-15	272	12	,	,	PUNCT
agb-15	272	13	s.	s.	PROPN
agb-15	272	14	p.	p.	PROPN
agb-15	272	15	,	,	PUNCT
agb-15	272	16	sigman	sigman	NOUN
agb-15	272	17	,	,	PUNCT
agb-15	272	18	m.	m.	NOUN
agb-15	272	19	,	,	PUNCT
agb-15	272	20	whaley	whaley	PROPN
agb-15	272	21	,	,	PUNCT
agb-15	272	22	s.	s.	PROPN
agb-15	272	23	,	,	PUNCT
agb-15	272	24	allen	allen	PROPN
agb-15	272	25	,	,	PUNCT
agb-15	272	26	l.	l.	PROPN
agb-15	272	27	h.	h.	PROPN
agb-15	272	28	,	,	PUNCT
agb-15	272	29	.	.	PUNCT
agb-15	272	30	.	.	PUNCT
agb-15	272	31	.	.	PUNCT
agb-15	273	1	demment	demment	PROPN
agb-15	273	2	,	,	PUNCT
agb-15	273	3	m.	m.	NOUN
agb-15	273	4	w.	w.	PROPN
agb-15	273	5	(	(	PUNCT
agb-15	273	6	2003	2003	NUM
agb-15	273	7	)	)	PUNCT
agb-15	273	8	.	.	PUNCT
agb-15	274	1	animal	animal	NOUN
agb-15	274	2	source	source	NOUN
agb-15	274	3	foods	food	NOUN
agb-15	274	4	improve	improve	VERB
agb-15	274	5	dietary	dietary	ADJ
agb-15	274	6	quality	quality	NOUN
agb-15	274	7	,	,	PUNCT
agb-15	274	8	micronutrient	micronutrient	ADJ
agb-15	274	9	status	status	NOUN
agb-15	274	10	,	,	PUNCT
agb-15	274	11	growth	growth	NOUN
agb-15	274	12	and	and	CCONJ
agb-15	274	13	cognitive	cognitive	ADJ
agb-15	274	14	function	function	NOUN
agb-15	274	15	in	in	ADP
agb-15	274	16	kenyan	kenyan	ADJ
agb-15	274	17	school	school	NOUN
agb-15	274	18	children	child	NOUN
agb-15	274	19	:	:	PUNCT
agb-15	274	20	http://dx.doi.org/10.2139/ssrn.1649105	http://dx.doi.org/10.2139/ssrn.1649105	ADJ
agb-15	274	21	agbioforum	agbioforum	NOUN
agb-15	274	22	,	,	PUNCT
agb-15	274	23	21(3	21(3	NUM
agb-15	274	24	)	)	PUNCT
agb-15	274	25	,	,	PUNCT
agb-15	274	26	2019	2019	NUM
agb-15	274	27	|	|	ADV
agb-15	274	28	22	22	NUM
agb-15	274	29	ahmad	ahmad	NOUN
agb-15	274	30	,	,	PUNCT
agb-15	274	31	nawaz	nawaz	NOUN
agb-15	274	32	and	and	CCONJ
agb-15	274	33	bhatti	bhatti	PROPN
agb-15	274	34	.	.	PUNCT
agb-15	275	1	—	—	PUNCT
agb-15	275	2	livelihood	livelihood	NOUN
agb-15	275	3	assets	asset	NOUN
agb-15	275	4	and	and	CCONJ
agb-15	275	5	livestock	livestock	NOUN
agb-15	275	6	income	income	NOUN
agb-15	275	7	background	background	NOUN
agb-15	275	8	,	,	PUNCT
agb-15	275	9	study	study	NOUN
agb-15	275	10	design	design	NOUN
agb-15	275	11	and	and	CCONJ
agb-15	275	12	baseline	baseline	NOUN
agb-15	275	13	findings	finding	NOUN
agb-15	275	14	.	.	PUNCT
agb-15	276	1	the	the	DET
agb-15	276	2	journal	journal	NOUN
agb-15	276	3	of	of	ADP
agb-15	276	4	nutrition	nutrition	PROPN
agb-15	276	5	,	,	PUNCT
agb-15	276	6	133(11	133(11	NUM
agb-15	276	7	)	)	PUNCT
agb-15	276	8	,	,	PUNCT
agb-15	276	9	3941s-3949s	3941s-3949s	NUM
agb-15	276	10	.	.	PUNCT
agb-15	277	1	pell	pell	NOUN
agb-15	277	2	,	,	PUNCT
agb-15	277	3	a.	a.	NOUN
agb-15	277	4	,	,	PUNCT
agb-15	277	5	stroebel	stroebel	NOUN
agb-15	277	6	,	,	PUNCT
agb-15	277	7	a.	a.	PROPN
agb-15	277	8	,	,	PUNCT
agb-15	277	9	&	&	CCONJ
agb-15	277	10	kristjanson	kristjanson	PROPN
agb-15	277	11	,	,	PUNCT
agb-15	277	12	p.	p.	NOUN
agb-15	277	13	(	(	PUNCT
agb-15	277	14	2010	2010	NUM
agb-15	277	15	)	)	PUNCT
agb-15	277	16	.	.	PUNCT
agb-15	278	1	livestock	livestock	NOUN
agb-15	278	2	development	development	NOUN
agb-15	278	3	projects	project	NOUN
agb-15	278	4	that	that	PRON
agb-15	278	5	make	make	VERB
agb-15	278	6	a	a	DET
agb-15	278	7	difference	difference	NOUN
agb-15	278	8	:	:	PUNCT
agb-15	278	9	what	what	PRON
agb-15	278	10	works	work	VERB
agb-15	278	11	,	,	PUNCT
agb-15	278	12	what	what	PRON
agb-15	278	13	does	do	VERB
agb-15	278	14	n't	not	PART
agb-15	278	15	and	and	CCONJ
agb-15	278	16	why	why	SCONJ
agb-15	278	17	.	.	PUNCT
agb-15	279	1	in	in	ADP
agb-15	279	2	f.	f.	PROPN
agb-15	279	3	swanepoel	swanepoel	PROPN
agb-15	279	4	,	,	PUNCT
agb-15	279	5	a.	a.	NOUN
agb-15	279	6	stroebel	stroebel	NOUN
agb-15	279	7	,	,	PUNCT
agb-15	279	8	&	&	CCONJ
agb-15	279	9	s.	s.	PROPN
agb-15	279	10	moyo	moyo	PROPN
agb-15	279	11	(	(	PUNCT
agb-15	279	12	eds	eds	PROPN
agb-15	279	13	.	.	PUNCT
agb-15	279	14	)	)	PUNCT
agb-15	279	15	,	,	PUNCT
agb-15	279	16	the	the	DET
agb-15	279	17	role	role	NOUN
agb-15	279	18	of	of	ADP
agb-15	279	19	livestock	livestock	NOUN
agb-15	279	20	in	in	ADP
agb-15	279	21	developing	develop	VERB
agb-15	279	22	communities	community	NOUN
agb-15	279	23	:	:	PUNCT
agb-15	279	24	enhancing	enhance	VERB
agb-15	279	25	multifunctionality	multifunctionality	NOUN
agb-15	279	26	:	:	PUNCT
agb-15	279	27	cta	cta	PROPN
agb-15	279	28	,	,	PUNCT
agb-15	279	29	wageningen	wageningen	PROPN
agb-15	279	30	,	,	PUNCT
agb-15	279	31	the	the	DET
agb-15	279	32	netherlands	netherlands	PROPN
agb-15	279	33	.	.	PUNCT
agb-15	280	1	rahman	rahman	PROPN
agb-15	280	2	,	,	PUNCT
agb-15	280	3	a.	a.	PROPN
agb-15	280	4	,	,	PUNCT
agb-15	280	5	duncan	duncan	PROPN
agb-15	280	6	,	,	PUNCT
agb-15	280	7	a.	a.	PROPN
agb-15	280	8	j.	j.	PROPN
agb-15	280	9	,	,	PUNCT
agb-15	280	10	miller	miller	PROPN
agb-15	280	11	,	,	PUNCT
agb-15	280	12	d.	d.	PROPN
agb-15	280	13	w.	w.	PROPN
agb-15	280	14	,	,	PUNCT
agb-15	280	15	clemens	clemens	PROPN
agb-15	280	16	,	,	PUNCT
agb-15	280	17	j.	j.	PROPN
agb-15	280	18	,	,	PUNCT
agb-15	280	19	frutos	frutos	PROPN
agb-15	280	20	,	,	PUNCT
agb-15	280	21	p.	p.	PROPN
agb-15	280	22	,	,	PUNCT
agb-15	280	23	gordon	gordon	PROPN
agb-15	280	24	,	,	PUNCT
agb-15	280	25	i.	i.	PROPN
agb-15	280	26	j.	j.	PROPN
agb-15	280	27	,	,	PUNCT
agb-15	280	28	.	.	PUNCT
agb-15	280	29	.	.	PUNCT
agb-15	280	30	.	.	PUNCT
agb-15	281	1	wright	wright	PROPN
agb-15	281	2	,	,	PUNCT
agb-15	281	3	i.	i.	PROPN
agb-15	281	4	a.	a.	PROPN
agb-15	281	5	(	(	PUNCT
agb-15	281	6	2008	2008	NUM
agb-15	281	7	)	)	PUNCT
agb-15	281	8	.	.	PUNCT
agb-15	282	1	livestock	livestock	NOUN
agb-15	282	2	feed	feed	NOUN
agb-15	282	3	resources	resource	NOUN
agb-15	282	4	,	,	PUNCT
agb-15	282	5	production	production	NOUN
agb-15	282	6	and	and	CCONJ
agb-15	282	7	management	management	NOUN
agb-15	282	8	in	in	ADP
agb-15	282	9	the	the	DET
agb-15	282	10	agro	agro	ADJ
agb-15	282	11	-	-	PUNCT
agb-15	282	12	pastoral	pastoral	ADJ
agb-15	282	13	system	system	NOUN
agb-15	282	14	of	of	ADP
agb-15	282	15	the	the	DET
agb-15	282	16	hindu	hindu	NOUN
agb-15	282	17	kush	kush	NOUN
agb-15	282	18	–	–	PUNCT
agb-15	282	19	karakoram	karakoram	PROPN
agb-15	282	20	–	–	PUNCT
agb-15	282	21	himalayan	himalayan	ADJ
agb-15	282	22	region	region	NOUN
agb-15	282	23	of	of	ADP
agb-15	282	24	pakistan	pakistan	PROPN
agb-15	282	25	:	:	PUNCT
agb-15	282	26	the	the	DET
agb-15	282	27	effect	effect	NOUN
agb-15	282	28	of	of	ADP
agb-15	282	29	accessibility	accessibility	NOUN
agb-15	282	30	.	.	PUNCT
agb-15	283	1	agricultural	agricultural	ADJ
agb-15	283	2	systems	system	NOUN
agb-15	283	3	,	,	PUNCT
agb-15	283	4	96(1	96(1	NUM
agb-15	283	5	-	-	SYM
agb-15	283	6	3	3	NUM
agb-15	283	7	)	)	PUNCT
agb-15	283	8	,	,	PUNCT
agb-15	283	9	26	26	NUM
agb-15	283	10	-	-	SYM
agb-15	283	11	36	36	NUM
agb-15	283	12	.	.	PUNCT
agb-15	284	1	randolph	randolph	PROPN
agb-15	284	2	,	,	PUNCT
agb-15	284	3	t.	t.	PROPN
agb-15	284	4	f.	f.	PROPN
agb-15	284	5	,	,	PUNCT
agb-15	284	6	schelling	schelling	PROPN
agb-15	284	7	,	,	PUNCT
agb-15	284	8	e.	e.	PROPN
agb-15	284	9	,	,	PUNCT
agb-15	284	10	grace	grace	NOUN
agb-15	284	11	,	,	PUNCT
agb-15	284	12	d.	d.	PROPN
agb-15	284	13	,	,	PUNCT
agb-15	284	14	nicholson	nicholson	PROPN
agb-15	284	15	,	,	PUNCT
agb-15	284	16	c.	c.	PROPN
agb-15	284	17	f.	f.	PROPN
agb-15	284	18	,	,	PUNCT
agb-15	284	19	leroy	leroy	PROPN
agb-15	284	20	,	,	PUNCT
agb-15	284	21	j.	j.	PROPN
agb-15	284	22	,	,	PUNCT
agb-15	284	23	cole	cole	PROPN
agb-15	284	24	,	,	PUNCT
agb-15	284	25	d.	d.	PROPN
agb-15	284	26	,	,	PUNCT
agb-15	284	27	.	.	PUNCT
agb-15	284	28	.	.	PUNCT
agb-15	284	29	.	.	PUNCT
agb-15	285	1	ruel	ruel	PROPN
agb-15	285	2	,	,	PUNCT
agb-15	285	3	m.	m.	NOUN
agb-15	285	4	(	(	PUNCT
agb-15	285	5	2007	2007	NUM
agb-15	285	6	)	)	PUNCT
agb-15	285	7	.	.	PUNCT
agb-15	286	1	invited	invite	VERB
agb-15	286	2	review	review	NOUN
agb-15	286	3	:	:	PUNCT
agb-15	286	4	role	role	NOUN
agb-15	286	5	of	of	ADP
agb-15	286	6	livestock	livestock	NOUN
agb-15	286	7	in	in	ADP
agb-15	286	8	human	human	ADJ
agb-15	286	9	nutrition	nutrition	NOUN
agb-15	286	10	and	and	CCONJ
agb-15	286	11	health	health	NOUN
agb-15	286	12	for	for	ADP
agb-15	286	13	poverty	poverty	NOUN
agb-15	286	14	reduction	reduction	NOUN
agb-15	286	15	in	in	ADP
agb-15	286	16	developing	develop	VERB
agb-15	286	17	countries	country	NOUN
agb-15	286	18	.	.	PUNCT
agb-15	287	1	journal	journal	NOUN
agb-15	287	2	of	of	ADP
agb-15	287	3	animal	animal	NOUN
agb-15	287	4	science	science	NOUN
agb-15	287	5	,	,	PUNCT
agb-15	287	6	85(11	85(11	PROPN
agb-15	287	7	)	)	PUNCT
agb-15	287	8	,	,	PUNCT
agb-15	287	9	2788	2788	NUM
agb-15	287	10	-	-	SYM
agb-15	287	11	2800	2800	NUM
agb-15	287	12	.	.	PUNCT
agb-15	288	1	reshma	reshma	PROPN
agb-15	288	2	,	,	PUNCT
agb-15	288	3	a.	a.	NOUN
agb-15	288	4	,	,	PUNCT
agb-15	288	5	natikar	natikar	NOUN
agb-15	288	6	,	,	PUNCT
agb-15	288	7	k.	k.	PROPN
agb-15	288	8	,	,	PUNCT
agb-15	288	9	biradar	biradar	NOUN
agb-15	288	10	,	,	PUNCT
agb-15	288	11	n.	n.	NOUN
agb-15	288	12	,	,	PUNCT
agb-15	288	13	mundinamani	mundinamani	PROPN
agb-15	288	14	,	,	PUNCT
agb-15	288	15	s.	s.	PROPN
agb-15	288	16	,	,	PUNCT
agb-15	288	17	&	&	CCONJ
agb-15	288	18	havaldar	havaldar	PROPN
agb-15	288	19	,	,	PUNCT
agb-15	288	20	y.	y.	PROPN
agb-15	288	21	(	(	PUNCT
agb-15	288	22	2014	2014	NUM
agb-15	288	23	)	)	PUNCT
agb-15	288	24	.	.	PUNCT
agb-15	289	1	entrepreneurial	entrepreneurial	ADJ
agb-15	289	2	characteristics	characteristic	NOUN
agb-15	289	3	and	and	CCONJ
agb-15	289	4	decision	decision	NOUN
agb-15	289	5	making	make	VERB
agb-15	289	6	behaviour	behaviour	NOUN
agb-15	289	7	of	of	ADP
agb-15	289	8	farm	farm	NOUN
agb-15	289	9	women	woman	NOUN
agb-15	289	10	in	in	ADP
agb-15	289	11	livestock	livestock	NOUN
agb-15	289	12	production	production	NOUN
agb-15	289	13	activities	activity	NOUN
agb-15	289	14	.	.	PUNCT
agb-15	290	1	karnataka	karnataka	PROPN
agb-15	290	2	journal	journal	PROPN
agb-15	290	3	of	of	ADP
agb-15	290	4	agricultural	agricultural	ADJ
agb-15	290	5	sciences	science	NOUN
agb-15	290	6	,	,	PUNCT
agb-15	290	7	27(2	27(2	NUM
agb-15	290	8	)	)	PUNCT
agb-15	290	9	,	,	PUNCT
agb-15	290	10	173	173	NUM
agb-15	290	11	-	-	SYM
agb-15	290	12	176	176	NUM
agb-15	290	13	.	.	PUNCT
agb-15	291	1	schwarze	schwarze	PROPN
agb-15	291	2	,	,	PUNCT
agb-15	291	3	s.	s.	PROPN
agb-15	291	4	(	(	PUNCT
agb-15	291	5	2004a	2004a	NUM
agb-15	291	6	)	)	PUNCT
agb-15	291	7	.	.	PUNCT
agb-15	292	1	determinants	determinant	NOUN
agb-15	292	2	of	of	ADP
agb-15	292	3	income	income	NOUN
agb-15	292	4	generating	generating	NOUN
agb-15	292	5	activities	activity	NOUN
agb-15	292	6	of	of	ADP
agb-15	292	7	rural	rural	ADJ
agb-15	292	8	households	household	NOUN
agb-15	292	9	.	.	PUNCT
agb-15	293	1	a	a	DET
agb-15	293	2	quantitative	quantitative	ADJ
agb-15	293	3	study	study	NOUN
agb-15	293	4	in	in	ADP
agb-15	293	5	the	the	DET
agb-15	293	6	vicinity	vicinity	NOUN
agb-15	293	7	of	of	ADP
agb-15	293	8	the	the	DET
agb-15	293	9	lorelindu	lorelindu	NOUN
agb-15	293	10	national	national	ADJ
agb-15	293	11	park	park	NOUN
agb-15	293	12	in	in	ADP
agb-15	293	13	central	central	ADJ
agb-15	293	14	sulawesi	sulawesi	PROPN
agb-15	293	15	/	/	SYM
agb-15	293	16	indonesia	indonesia	PROPN
agb-15	293	17	.	.	PUNCT
agb-15	294	1	göttingen	göttingen	PROPN
agb-15	294	2	.	.	PUNCT
agb-15	295	1	schwarze	schwarze	PROPN
agb-15	295	2	,	,	PUNCT
agb-15	295	3	s.	s.	PROPN
agb-15	295	4	(	(	PUNCT
agb-15	295	5	2004b	2004b	NUM
agb-15	295	6	)	)	PUNCT
agb-15	295	7	.	.	PUNCT
agb-15	296	1	determinants	determinant	NOUN
agb-15	296	2	of	of	ADP
agb-15	296	3	income	income	NOUN
agb-15	296	4	generating	generating	NOUN
agb-15	296	5	activities	activity	NOUN
agb-15	296	6	of	of	ADP
agb-15	296	7	rural	rural	ADJ
agb-15	296	8	households	household	NOUN
agb-15	296	9	:	:	PUNCT
agb-15	296	10	a	a	DET
agb-15	296	11	quantitative	quantitative	ADJ
agb-15	296	12	study	study	NOUN
agb-15	296	13	in	in	ADP
agb-15	296	14	the	the	DET
agb-15	296	15	vicinity	vicinity	NOUN
agb-15	296	16	of	of	ADP
agb-15	296	17	the	the	DET
agb-15	296	18	lorelindu	lorelindu	NOUN
agb-15	296	19	national	national	ADJ
agb-15	296	20	park	park	NOUN
agb-15	296	21	in	in	ADP
agb-15	296	22	central	central	ADJ
agb-15	296	23	sulawesi	sulawesi	PROPN
agb-15	296	24	/	/	SYM
agb-15	296	25	indonesia	indonesia	PROPN
agb-15	296	26	.	.	PUNCT
agb-15	297	1	doctoral	doctoral	ADJ
agb-15	297	2	thesis	thesis	NOUN
agb-15	297	3	submitted	submit	VERB
agb-15	297	4	to	to	ADP
agb-15	297	5	institute	institute	VERB
agb-15	297	6	of	of	ADP
agb-15	297	7	rural	rural	ADJ
agb-15	297	8	development	development	NOUN
agb-15	297	9	,	,	PUNCT
agb-15	297	10	georgaugust	georgaugust	ADJ
agb-15	297	11	-	-	PUNCT
agb-15	297	12	university	university	NOUN
agb-15	297	13	of	of	ADP
agb-15	297	14	göttingen	göttingen	NOUN
agb-15	297	15	,	,	PUNCT
agb-15	297	16	germany	germany	PROPN
agb-15	297	17	,	,	PUNCT
agb-15	297	18	shahid	shahid	PROPN
agb-15	297	19	,	,	PUNCT
agb-15	297	20	s.	s.	PROPN
agb-15	297	21	a.	a.	PROPN
agb-15	297	22	,	,	PUNCT
agb-15	297	23	abdelfattah	abdelfattah	PROPN
agb-15	297	24	,	,	PUNCT
agb-15	297	25	m.	m.	NOUN
agb-15	297	26	a.	a.	PROPN
agb-15	297	27	,	,	PUNCT
agb-15	297	28	&	&	CCONJ
agb-15	297	29	taha	taha	PROPN
agb-15	297	30	,	,	PUNCT
agb-15	297	31	f.	f.	PROPN
agb-15	297	32	k.	k.	PROPN
agb-15	297	33	(	(	PUNCT
agb-15	297	34	2013	2013	NUM
agb-15	297	35	)	)	PUNCT
agb-15	297	36	.	.	PUNCT
agb-15	298	1	developments	development	NOUN
agb-15	298	2	in	in	ADP
agb-15	298	3	soil	soil	NOUN
agb-15	298	4	salinity	salinity	NOUN
agb-15	298	5	assessment	assessment	NOUN
agb-15	298	6	and	and	CCONJ
agb-15	298	7	reclamation	reclamation	NOUN
agb-15	298	8	:	:	PUNCT
agb-15	298	9	innovative	innovative	ADJ
agb-15	298	10	thinking	thinking	NOUN
agb-15	298	11	and	and	CCONJ
agb-15	298	12	use	use	NOUN
agb-15	298	13	of	of	ADP
agb-15	298	14	marginal	marginal	ADJ
agb-15	298	15	soil	soil	NOUN
agb-15	298	16	and	and	CCONJ
agb-15	298	17	water	water	NOUN
agb-15	298	18	resources	resource	NOUN
agb-15	298	19	in	in	ADP
agb-15	298	20	irrigated	irrigated	ADJ
agb-15	298	21	agriculture	agriculture	NOUN
agb-15	298	22	:	:	PUNCT
agb-15	298	23	springer	springer	NOUN
agb-15	298	24	science	science	PROPN
agb-15	298	25	&	&	CCONJ
agb-15	298	26	business	business	NOUN
agb-15	298	27	media	medium	NOUN
agb-15	298	28	.	.	PUNCT
agb-15	299	1	steinfeld	steinfeld	PROPN
agb-15	299	2	,	,	PUNCT
agb-15	299	3	h.	h.	PROPN
agb-15	299	4	,	,	PUNCT
agb-15	299	5	gerber	gerber	PROPN
agb-15	299	6	,	,	PUNCT
agb-15	299	7	p.	p.	NOUN
agb-15	299	8	,	,	PUNCT
agb-15	299	9	wassenaar	wassenaar	NOUN
agb-15	299	10	,	,	PUNCT
agb-15	299	11	t.	t.	PROPN
agb-15	299	12	,	,	PUNCT
agb-15	299	13	castel	castel	NOUN
agb-15	299	14	,	,	PUNCT
agb-15	299	15	v.	v.	ADV
agb-15	299	16	,	,	PUNCT
agb-15	299	17	rosales	rosale	NOUN
agb-15	299	18	,	,	PUNCT
agb-15	299	19	m.	m.	NOUN
agb-15	299	20	,	,	PUNCT
agb-15	299	21	rosales	rosale	NOUN
agb-15	299	22	,	,	PUNCT
agb-15	299	23	m.	m.	NOUN
agb-15	299	24	,	,	PUNCT
agb-15	299	25	&	&	CCONJ
agb-15	299	26	de	de	PROPN
agb-15	299	27	haan	haan	PROPN
agb-15	299	28	,	,	PUNCT
agb-15	299	29	c.	c.	PROPN
agb-15	299	30	(	(	PUNCT
agb-15	299	31	2006	2006	NUM
agb-15	299	32	)	)	PUNCT
agb-15	299	33	.	.	PUNCT
agb-15	300	1	livestock	livestock	NOUN
agb-15	300	2	's	's	PART
agb-15	300	3	long	long	ADJ
agb-15	300	4	shadow	shadow	NOUN
agb-15	300	5	:	:	PUNCT
agb-15	300	6	environmental	environmental	ADJ
agb-15	300	7	issues	issue	NOUN
agb-15	300	8	and	and	CCONJ
agb-15	300	9	options	option	NOUN
agb-15	300	10	:	:	PUNCT
agb-15	300	11	food	food	NOUN
agb-15	300	12	&	&	CCONJ
agb-15	300	13	agriculture	agriculture	PROPN
agb-15	300	14	organization	organization	PROPN
agb-15	300	15	.	.	PUNCT
agb-15	301	1	stewart	stewart	PROPN
agb-15	301	2	carloni	carloni	PROPN
agb-15	301	3	,	,	PUNCT
agb-15	301	4	a.	a.	PROPN
agb-15	301	5	,	,	PUNCT
agb-15	301	6	&	&	CCONJ
agb-15	301	7	crowley	crowley	PROPN
agb-15	301	8	,	,	PUNCT
agb-15	301	9	e.	e.	PROPN
agb-15	301	10	(	(	PUNCT
agb-15	301	11	2005	2005	NUM
agb-15	301	12	)	)	PUNCT
agb-15	301	13	.	.	PUNCT
agb-15	302	1	rapid	rapid	ADJ
agb-15	302	2	guide	guide	NOUN
agb-15	302	3	for	for	ADP
agb-15	302	4	missions	mission	NOUN
agb-15	302	5	.	.	PUNCT
agb-15	303	1	analysing	analyse	VERB
agb-15	303	2	local	local	ADJ
agb-15	303	3	institutions	institution	NOUN
agb-15	303	4	and	and	CCONJ
agb-15	303	5	livelihoods	livelihood	NOUN
agb-15	303	6	.	.	PUNCT
agb-15	304	1	thornton	thornton	PROPN
agb-15	304	2	,	,	PUNCT
agb-15	304	3	p.	p.	PROPN
agb-15	304	4	k.	k.	PROPN
agb-15	304	5	,	,	PUNCT
agb-15	304	6	boone	boone	PROPN
agb-15	304	7	,	,	PUNCT
agb-15	304	8	r.	r.	PROPN
agb-15	304	9	b.	b.	PROPN
agb-15	304	10	,	,	PUNCT
agb-15	304	11	galvin	galvin	PROPN
agb-15	304	12	,	,	PUNCT
agb-15	304	13	k.	k.	PROPN
agb-15	304	14	a.	a.	PROPN
agb-15	304	15	,	,	PUNCT
agb-15	304	16	burnsilver	burnsilver	NOUN
agb-15	304	17	,	,	PUNCT
agb-15	304	18	s.	s.	PROPN
agb-15	304	19	b.	b.	PROPN
agb-15	304	20	,	,	PUNCT
agb-15	304	21	waithaka	waithaka	PROPN
agb-15	304	22	,	,	PUNCT
agb-15	304	23	m.	m.	NOUN
agb-15	304	24	m.	m.	NOUN
agb-15	304	25	,	,	PUNCT
agb-15	304	26	kuyiah	kuyiah	PROPN
agb-15	304	27	,	,	PUNCT
agb-15	304	28	j.	j.	PROPN
agb-15	304	29	,	,	PUNCT
agb-15	304	30	.	.	PUNCT
agb-15	304	31	.	.	PUNCT
agb-15	304	32	.	.	PUNCT
agb-15	305	1	herrero	herrero	PROPN
agb-15	305	2	,	,	PUNCT
agb-15	305	3	m.	m.	NOUN
agb-15	305	4	(	(	PUNCT
agb-15	305	5	2007	2007	NUM
agb-15	305	6	)	)	PUNCT
agb-15	305	7	.	.	PUNCT
agb-15	306	1	coping	cope	VERB
agb-15	306	2	strategies	strategy	NOUN
agb-15	306	3	in	in	ADP
agb-15	306	4	livestockdependent	livestockdependent	ADJ
agb-15	306	5	households	household	NOUN
agb-15	306	6	in	in	ADP
agb-15	306	7	east	east	ADJ
agb-15	306	8	and	and	CCONJ
agb-15	306	9	southern	southern	PROPN
agb-15	306	10	africa	africa	PROPN
agb-15	306	11	:	:	PUNCT
agb-15	306	12	a	a	DET
agb-15	306	13	synthesis	synthesis	NOUN
agb-15	306	14	of	of	ADP
agb-15	306	15	four	four	NUM
agb-15	306	16	case	case	NOUN
agb-15	306	17	studies	study	NOUN
agb-15	306	18	.	.	PUNCT
agb-15	307	1	human	human	ADJ
agb-15	307	2	ecology	ecology	NOUN
agb-15	307	3	,	,	PUNCT
agb-15	307	4	35(4	35(4	NUM
agb-15	307	5	)	)	PUNCT
agb-15	307	6	,	,	PUNCT
agb-15	307	7	461	461	NUM
agb-15	307	8	-	-	SYM
agb-15	307	9	476	476	NUM
agb-15	307	10	.	.	PUNCT
agb-15	308	1	urgessa	urgessa	ADJ
agb-15	308	2	,	,	PUNCT
agb-15	308	3	t.	t.	PROPN
agb-15	308	4	(	(	PUNCT
agb-15	308	5	2015	2015	NUM
agb-15	308	6	)	)	PUNCT
agb-15	308	7	.	.	PUNCT
agb-15	309	1	the	the	DET
agb-15	309	2	determinants	determinant	NOUN
agb-15	309	3	of	of	ADP
agb-15	309	4	agricultural	agricultural	ADJ
agb-15	309	5	productivity	productivity	NOUN
agb-15	309	6	and	and	CCONJ
agb-15	309	7	rural	rural	ADJ
agb-15	309	8	household	household	NOUN
agb-15	309	9	income	income	NOUN
agb-15	309	10	in	in	ADP
agb-15	309	11	ethiopia	ethiopia	PROPN
agb-15	309	12	.	.	PUNCT
agb-15	310	1	ethiopian	ethiopian	PROPN
agb-15	310	2	journal	journal	PROPN
agb-15	310	3	of	of	ADP
agb-15	310	4	economics	economic	NOUN
agb-15	310	5	,	,	PUNCT
agb-15	310	6	24(2	24(2	NUM
agb-15	310	7	)	)	PUNCT
agb-15	310	8	,	,	PUNCT
agb-15	310	9	63	63	NUM
agb-15	310	10	-	-	SYM
agb-15	310	11	91	91	NUM
agb-15	310	12	.	.	PUNCT
agb-15	311	1	waters	water	NOUN
agb-15	311	2	-	-	PUNCT
agb-15	311	3	bayer	bayer	NOUN
agb-15	311	4	,	,	PUNCT
agb-15	311	5	a.	a.	PROPN
agb-15	311	6	,	,	PUNCT
agb-15	311	7	&	&	CCONJ
agb-15	311	8	letty	letty	PROPN
agb-15	311	9	,	,	PUNCT
agb-15	311	10	b.	b.	PROPN
agb-15	311	11	(	(	PUNCT
agb-15	311	12	2010	2010	NUM
agb-15	311	13	)	)	PUNCT
agb-15	311	14	.	.	PUNCT
agb-15	312	1	promoting	promote	VERB
agb-15	312	2	gender	gender	NOUN
agb-15	312	3	equality	equality	NOUN
agb-15	312	4	and	and	CCONJ
agb-15	312	5	empowering	empower	VERB
agb-15	312	6	women	woman	NOUN
agb-15	312	7	through	through	ADP
agb-15	312	8	livestock	livestock	NOUN
agb-15	312	9	.	.	PUNCT
agb-15	313	1	in	in	ADP
agb-15	313	2	f.	f.	PROPN
agb-15	313	3	swanepoel	swanepoel	PROPN
agb-15	313	4	,	,	PUNCT
agb-15	313	5	a.	a.	NOUN
agb-15	313	6	stroebel	stroebel	NOUN
agb-15	313	7	,	,	PUNCT
agb-15	313	8	&	&	CCONJ
agb-15	313	9	s.	s.	PROPN
agb-15	313	10	moyo	moyo	PROPN
agb-15	313	11	(	(	PUNCT
agb-15	313	12	eds	eds	PROPN
agb-15	313	13	.	.	PUNCT
agb-15	313	14	)	)	PUNCT
agb-15	313	15	,	,	PUNCT
agb-15	313	16	the	the	DET
agb-15	313	17	role	role	NOUN
agb-15	313	18	of	of	ADP
agb-15	313	19	livestock	livestock	NOUN
agb-15	313	20	in	in	ADP
agb-15	313	21	developing	develop	VERB
agb-15	313	22	communities	community	NOUN
agb-15	313	23	:	:	PUNCT
agb-15	313	24	enhancing	enhance	VERB
agb-15	313	25	multifunctionality	multifunctionality	NOUN
agb-15	313	26	(	(	PUNCT
agb-15	313	27	pp	pp	ADJ
agb-15	313	28	.	.	PUNCT
agb-15	313	29	31	31	NUM
agb-15	313	30	):	):	PUNCT
agb-15	313	31	cta	cta	PROPN
agb-15	313	32	,	,	PUNCT
agb-15	313	33	wageningen	wageningen	PROPN
agb-15	313	34	,	,	PUNCT
agb-15	313	35	the	the	DET
agb-15	313	36	netherlands	netherlands	PROPN
agb-15	313	37	.	.	PUNCT
agb-15	314	1	world	world	PROPN
agb-15	314	2	bank	bank	PROPN
agb-15	314	3	.	.	PUNCT
agb-15	315	1	(	(	PUNCT
agb-15	315	2	2009	2009	NUM
agb-15	315	3	)	)	PUNCT
agb-15	315	4	.	.	PUNCT
agb-15	316	1	minding	mind	VERB
agb-15	316	2	the	the	DET
agb-15	316	3	stock	stock	NOUN
agb-15	316	4	:	:	PUNCT
agb-15	316	5	bringing	bring	VERB
agb-15	316	6	public	public	ADJ
agb-15	316	7	policy	policy	NOUN
agb-15	316	8	to	to	PART
agb-15	316	9	bear	bear	VERB
agb-15	316	10	on	on	ADP
agb-15	316	11	livestock	livestock	NOUN
agb-15	316	12	sector	sector	NOUN
agb-15	316	13	development	development	NOUN
agb-15	316	14	.	.	PUNCT
agb-15	317	1	report	report	VERB
agb-15	317	2	no	no	DET
agb-15	317	3	44010	44010	NUM
agb-15	317	4	-	-	PUNCT
agb-15	317	5	glb	glb	NOUN
agb-15	317	6	.	.	PUNCT
agb-15	318	1	retrieved	retrieve	VERB
agb-15	318	2	from	from	ADP