id	sid	tid	token	lemma	pos
cet-78	1	1	chemical	chemical	NOUN
cet-78	1	2	engineering	engineering	NOUN
cet-78	1	3	transactions	transaction	NOUN
cet-78	1	4	vol	vol	NOUN
cet-78	1	5	.	.	PROPN
cet-78	1	6	61	61	NUM
cet-78	1	7	,	,	PUNCT
cet-78	1	8	2017	2017	NUM
cet-78	1	9	a	a	DET
cet-78	1	10	publication	publication	NOUN
cet-78	1	11	of	of	ADP
cet-78	1	12	the	the	DET
cet-78	1	13	italian	italian	ADJ
cet-78	1	14	association	association	NOUN
cet-78	1	15	of	of	ADP
cet-78	1	16	chemical	chemical	PROPN
cet-78	1	17	engineering	engineering	NOUN
cet-78	1	18	online	online	ADV
cet-78	1	19	at	at	ADP
cet-78	1	20	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-78	1	21	guest	guest	NOUN
cet-78	1	22	editors	editor	NOUN
cet-78	1	23	:	:	PUNCT
cet-78	1	24	petar	petar	PROPN
cet-78	1	25	s	s	PART
cet-78	1	26	varbanov	varbanov	NOUN
cet-78	1	27	,	,	PUNCT
cet-78	1	28	rongxin	rongxin	PROPN
cet-78	1	29	su	su	PROPN
cet-78	1	30	,	,	PUNCT
cet-78	1	31	hon	hon	PROPN
cet-78	1	32	loong	loong	PROPN
cet-78	1	33	lam	lam	PROPN
cet-78	1	34	,	,	PUNCT
cet-78	1	35	xia	xia	PROPN
cet-78	1	36	liu	liu	PROPN
cet-78	1	37	,	,	PUNCT
cet-78	1	38	jiří	jiří	NOUN
cet-78	1	39	j	j	PROPN
cet-78	1	40	klemeš	klemeš	PROPN
cet-78	1	41	copyright	copyright	NOUN
cet-78	1	42	©	©	PROPN
cet-78	1	43	2017	2017	NUM
cet-78	1	44	,	,	PUNCT
cet-78	1	45	aidic	aidic	ADJ
cet-78	1	46	servizi	servizi	PROPN
cet-78	1	47	s.r.l	s.r.l	PROPN
cet-78	1	48	.	.	PUNCT
cet-78	2	1	isbn	isbn	ADJ
cet-78	2	2	978	978	NUM
cet-78	2	3	-	-	SYM
cet-78	2	4	88	88	NUM
cet-78	2	5	-	-	PUNCT
cet-78	2	6	95608	95608	NUM
cet-78	2	7	-	-	PUNCT
cet-78	2	8	51	51	NUM
cet-78	2	9	-	-	SYM
cet-78	2	10	8	8	NUM
cet-78	2	11	;	;	PUNCT
cet-78	2	12	issn	issn	PROPN
cet-78	2	13	2283	2283	NUM
cet-78	2	14	-	-	SYM
cet-78	2	15	9216	9216	NUM
cet-78	2	16	managing	manage	VERB
cet-78	2	17	land	land	NOUN
cet-78	2	18	use	use	NOUN
cet-78	2	19	change	change	NOUN
cet-78	2	20	greenhouse	greenhouse	NOUN
cet-78	2	21	gas	gas	NOUN
cet-78	2	22	emissions	emission	NOUN
cet-78	2	23	of	of	ADP
cet-78	2	24	bioethanol	bioethanol	NOUN
cet-78	2	25	production	production	NOUN
cet-78	2	26	daniel	daniel	PROPN
cet-78	2	27	j.	j.	PROPN
cet-78	2	28	garciaa	garciaa	PROPN
cet-78	2	29	,	,	PUNCT
cet-78	2	30	fengqi	fengqi	VERB
cet-78	2	31	you*b	you*b	PROPN
cet-78	2	32	anorthwestern	anorthwestern	PROPN
cet-78	2	33	university	university	NOUN
cet-78	2	34	,	,	PUNCT
cet-78	2	35	2145	2145	NUM
cet-78	2	36	sheridan	sheridan	PROPN
cet-78	2	37	road	road	PROPN
cet-78	2	38	,	,	PUNCT
cet-78	2	39	evanston	evanston	PROPN
cet-78	2	40	,	,	PUNCT
cet-78	2	41	illinois	illinois	PROPN
cet-78	2	42	60208	60208	NUM
cet-78	2	43	,	,	PUNCT
cet-78	2	44	usa	usa	PROPN
cet-78	2	45	bcornell	bcornell	PROPN
cet-78	2	46	univesrity	univesrity	NOUN
cet-78	2	47	,	,	PUNCT
cet-78	2	48	318	318	NUM
cet-78	2	49	olin	olin	PROPN
cet-78	2	50	hall	hall	PROPN
cet-78	2	51	,	,	PUNCT
cet-78	2	52	ithaca	ithaca	PROPN
cet-78	2	53	,	,	PUNCT
cet-78	2	54	new	new	PROPN
cet-78	2	55	york	york	PROPN
cet-78	2	56	14853	14853	NUM
cet-78	2	57	,	,	PUNCT
cet-78	2	58	usa	usa	PROPN
cet-78	2	59	fengqi.you@cornell.edu	fengqi.you@cornell.edu	PROPN
cet-78	2	60	indirect	indirect	ADJ
cet-78	2	61	land	land	NOUN
cet-78	2	62	use	use	NOUN
cet-78	2	63	change	change	NOUN
cet-78	2	64	(	(	PUNCT
cet-78	2	65	iluc	iluc	PROPN
cet-78	2	66	)	)	PUNCT
cet-78	2	67	must	must	AUX
cet-78	2	68	be	be	AUX
cet-78	2	69	considered	consider	VERB
cet-78	2	70	for	for	ADP
cet-78	2	71	bioconversion	bioconversion	NOUN
cet-78	2	72	technologies	technology	NOUN
cet-78	2	73	.	.	PUNCT
cet-78	3	1	these	these	DET
cet-78	3	2	technologies	technology	NOUN
cet-78	3	3	,	,	PUNCT
cet-78	3	4	such	such	ADJ
cet-78	3	5	as	as	ADP
cet-78	3	6	corn	corn	NOUN
cet-78	3	7	-	-	PUNCT
cet-78	3	8	to	to	ADP
cet-78	3	9	-	-	PUNCT
cet-78	3	10	ethanol	ethanol	NOUN
cet-78	3	11	technologies	technology	NOUN
cet-78	3	12	,	,	PUNCT
cet-78	3	13	require	require	VERB
cet-78	3	14	land	land	NOUN
cet-78	3	15	not	not	PART
cet-78	3	16	only	only	ADV
cet-78	3	17	for	for	ADP
cet-78	3	18	the	the	DET
cet-78	3	19	processing	processing	NOUN
cet-78	3	20	facility	facility	NOUN
cet-78	3	21	but	but	CCONJ
cet-78	3	22	also	also	ADV
cet-78	3	23	indirectly	indirectly	ADV
cet-78	3	24	require	require	VERB
cet-78	3	25	land	land	NOUN
cet-78	3	26	for	for	ADP
cet-78	3	27	the	the	DET
cet-78	3	28	cultivation	cultivation	NOUN
cet-78	3	29	of	of	ADP
cet-78	3	30	the	the	DET
cet-78	3	31	input	input	NOUN
cet-78	3	32	biomass	biomass	NOUN
cet-78	3	33	.	.	PUNCT
cet-78	4	1	there	there	PRON
cet-78	4	2	are	be	VERB
cet-78	4	3	greenhouse	greenhouse	NOUN
cet-78	4	4	gas	gas	NOUN
cet-78	4	5	(	(	PUNCT
cet-78	4	6	ghg	ghg	PROPN
cet-78	4	7	)	)	PUNCT
cet-78	4	8	emissions	emission	NOUN
cet-78	4	9	associated	associate	VERB
cet-78	4	10	with	with	ADP
cet-78	4	11	the	the	DET
cet-78	4	12	transformation	transformation	NOUN
cet-78	4	13	of	of	ADP
cet-78	4	14	the	the	DET
cet-78	4	15	required	require	VERB
cet-78	4	16	land	land	NOUN
cet-78	4	17	,	,	PUNCT
cet-78	4	18	such	such	ADJ
cet-78	4	19	as	as	ADP
cet-78	4	20	forests	forest	NOUN
cet-78	4	21	or	or	CCONJ
cet-78	4	22	pastures	pasture	NOUN
cet-78	4	23	,	,	PUNCT
cet-78	4	24	into	into	ADP
cet-78	4	25	cropland	cropland	NOUN
cet-78	4	26	for	for	ADP
cet-78	4	27	the	the	DET
cet-78	4	28	input	input	NOUN
cet-78	4	29	biomass	biomass	NOUN
cet-78	4	30	.	.	PUNCT
cet-78	5	1	iluc	iluc	NOUN
cet-78	5	2	emissions	emission	NOUN
cet-78	5	3	and	and	CCONJ
cet-78	5	4	effects	effect	NOUN
cet-78	5	5	have	have	AUX
cet-78	5	6	been	be	AUX
cet-78	5	7	examined	examine	VERB
cet-78	5	8	on	on	ADP
cet-78	5	9	a	a	DET
cet-78	5	10	cursory	cursory	ADJ
cet-78	5	11	level	level	NOUN
cet-78	5	12	in	in	ADP
cet-78	5	13	the	the	DET
cet-78	5	14	literature	literature	NOUN
cet-78	5	15	,	,	PUNCT
cet-78	5	16	but	but	CCONJ
cet-78	5	17	deeper	deep	ADJ
cet-78	5	18	analysis	analysis	NOUN
cet-78	5	19	is	be	AUX
cet-78	5	20	needed	need	VERB
cet-78	5	21	.	.	PUNCT
cet-78	6	1	we	we	PRON
cet-78	6	2	present	present	VERB
cet-78	6	3	an	an	DET
cet-78	6	4	iluc	iluc	NOUN
cet-78	6	5	life	life	NOUN
cet-78	6	6	cycle	cycle	NOUN
cet-78	6	7	optimization	optimization	NOUN
cet-78	6	8	model	model	NOUN
cet-78	6	9	that	that	PRON
cet-78	6	10	integrates	integrate	VERB
cet-78	6	11	cutting	cutting	NOUN
cet-78	6	12	-	-	PUNCT
cet-78	6	13	edge	edge	NOUN
cet-78	6	14	iluc	iluc	NOUN
cet-78	6	15	modeling	model	VERB
cet-78	6	16	techniques	technique	NOUN
cet-78	6	17	with	with	ADP
cet-78	6	18	optimization	optimization	NOUN
cet-78	6	19	methodology	methodology	NOUN
cet-78	6	20	.	.	PUNCT
cet-78	7	1	the	the	DET
cet-78	7	2	model	model	NOUN
cet-78	7	3	minimizes	minimize	VERB
cet-78	7	4	total	total	ADJ
cet-78	7	5	ghg	ghg	PROPN
cet-78	7	6	emissions	emission	NOUN
cet-78	7	7	,	,	PUNCT
cet-78	7	8	composed	compose	VERB
cet-78	7	9	of	of	ADP
cet-78	7	10	direct	direct	ADJ
cet-78	7	11	and	and	CCONJ
cet-78	7	12	indirect	indirect	ADJ
cet-78	7	13	processing	processing	NOUN
cet-78	7	14	emissions	emission	NOUN
cet-78	7	15	as	as	ADV
cet-78	7	16	well	well	ADV
cet-78	7	17	as	as	ADP
cet-78	7	18	iluc	iluc	PROPN
cet-78	7	19	emissions	emission	NOUN
cet-78	7	20	of	of	ADP
cet-78	7	21	the	the	DET
cet-78	7	22	chosen	choose	VERB
cet-78	7	23	biofuel	biofuel	NOUN
cet-78	7	24	production	production	NOUN
cet-78	7	25	strategy	strategy	NOUN
cet-78	7	26	.	.	PUNCT
cet-78	8	1	a	a	DET
cet-78	8	2	case	case	NOUN
cet-78	8	3	study	study	NOUN
cet-78	8	4	considering	consider	VERB
cet-78	8	5	production	production	NOUN
cet-78	8	6	of	of	ADP
cet-78	8	7	37.9	37.9	NUM
cet-78	8	8	bl	bl	PROPN
cet-78	8	9	/	/	SYM
cet-78	8	10	y	y	PROPN
cet-78	8	11	of	of	ADP
cet-78	8	12	bioethanol	bioethanol	NOUN
cet-78	8	13	in	in	ADP
cet-78	8	14	the	the	DET
cet-78	8	15	u.s	u.s	PROPN
cet-78	8	16	.	.	PROPN
cet-78	8	17	illustrates	illustrate	VERB
cet-78	8	18	that	that	SCONJ
cet-78	8	19	iluc	iluc	PROPN
cet-78	8	20	emissions	emission	NOUN
cet-78	8	21	contribute	contribute	VERB
cet-78	8	22	to	to	ADP
cet-78	8	23	the	the	DET
cet-78	8	24	life	life	NOUN
cet-78	8	25	cycle	cycle	NOUN
cet-78	8	26	ghg	ghg	PROPN
cet-78	8	27	emissions	emission	NOUN
cet-78	8	28	of	of	ADP
cet-78	8	29	biofuels	biofuel	NOUN
cet-78	8	30	,	,	PUNCT
cet-78	8	31	even	even	ADV
cet-78	8	32	in	in	ADP
cet-78	8	33	optimal	optimal	ADJ
cet-78	8	34	scenarios	scenario	NOUN
cet-78	8	35	.	.	PUNCT
cet-78	9	1	the	the	DET
cet-78	9	2	minimum	minimum	PROPN
cet-78	9	3	realizable	realizable	ADJ
cet-78	9	4	iluc	iluc	PROPN
cet-78	9	5	emissions	emission	NOUN
cet-78	9	6	rate	rate	NOUN
cet-78	9	7	is	be	AUX
cet-78	9	8	1.5	1.5	NUM
cet-78	9	9	g	g	NOUN
cet-78	9	10	co2	co2	NOUN
cet-78	9	11	-	-	PUNCT
cet-78	9	12	eq	eq	NOUN
cet-78	9	13	/	/	SYM
cet-78	9	14	mj	mj	NOUN
cet-78	9	15	at	at	ADP
cet-78	9	16	this	this	DET
cet-78	9	17	production	production	NOUN
cet-78	9	18	level	level	NOUN
cet-78	9	19	using	use	VERB
cet-78	9	20	corn	corn	NOUN
cet-78	9	21	stover	stover	NOUN
cet-78	9	22	as	as	ADP
cet-78	9	23	a	a	DET
cet-78	9	24	feedstock	feedstock	NOUN
cet-78	9	25	.	.	PUNCT
cet-78	10	1	1	1	X
cet-78	10	2	.	.	X
cet-78	10	3	introduction	introduction	NOUN
cet-78	10	4	and	and	CCONJ
cet-78	10	5	background	background	NOUN
cet-78	10	6	biofuels	biofuel	NOUN
cet-78	10	7	are	be	AUX
cet-78	10	8	an	an	DET
cet-78	10	9	important	important	ADJ
cet-78	10	10	component	component	NOUN
cet-78	10	11	of	of	ADP
cet-78	10	12	a	a	DET
cet-78	10	13	renewable	renewable	ADJ
cet-78	10	14	energy	energy	NOUN
cet-78	10	15	strategy	strategy	NOUN
cet-78	10	16	(	(	PUNCT
cet-78	10	17	yue	yue	PROPN
cet-78	10	18	et	et	PROPN
cet-78	10	19	al	al	PROPN
cet-78	10	20	.	.	PROPN
cet-78	10	21	,	,	PUNCT
cet-78	10	22	2014	2014	NUM
cet-78	10	23	)	)	PUNCT
cet-78	10	24	.	.	PUNCT
cet-78	11	1	life	life	NOUN
cet-78	11	2	cycle	cycle	NOUN
cet-78	11	3	greenhouse	greenhouse	NOUN
cet-78	11	4	gas	gas	NOUN
cet-78	11	5	(	(	PUNCT
cet-78	11	6	ghg	ghg	PROPN
cet-78	11	7	)	)	PUNCT
cet-78	11	8	emissions	emission	NOUN
cet-78	11	9	of	of	ADP
cet-78	11	10	biofuels	biofuel	NOUN
cet-78	11	11	are	be	AUX
cet-78	11	12	potentially	potentially	ADV
cet-78	11	13	lower	low	ADJ
cet-78	11	14	than	than	ADP
cet-78	11	15	those	those	PRON
cet-78	11	16	of	of	ADP
cet-78	11	17	petroleum	petroleum	NOUN
cet-78	11	18	-	-	PUNCT
cet-78	11	19	based	base	VERB
cet-78	11	20	fuels	fuel	NOUN
cet-78	11	21	(	(	PUNCT
cet-78	11	22	you	you	PRON
cet-78	11	23	et	et	VERB
cet-78	11	24	al	al	PROPN
cet-78	11	25	.	.	PROPN
cet-78	11	26	,	,	PUNCT
cet-78	11	27	2012	2012	NUM
cet-78	11	28	)	)	PUNCT
cet-78	11	29	.	.	PUNCT
cet-78	12	1	however	however	ADV
cet-78	12	2	,	,	PUNCT
cet-78	12	3	important	important	ADJ
cet-78	12	4	drawbacks	drawback	NOUN
cet-78	12	5	exist	exist	VERB
cet-78	12	6	with	with	ADP
cet-78	12	7	biofuels	biofuel	NOUN
cet-78	12	8	(	(	PUNCT
cet-78	12	9	alwi	alwi	PROPN
cet-78	12	10	et	et	PROPN
cet-78	12	11	al	al	PROPN
cet-78	12	12	.	.	PROPN
cet-78	12	13	,	,	PUNCT
cet-78	12	14	2016	2016	NUM
cet-78	12	15	)	)	PUNCT
cet-78	12	16	.	.	PUNCT
cet-78	13	1	some	some	DET
cet-78	13	2	biofuels	biofuel	NOUN
cet-78	13	3	cause	cause	VERB
cet-78	13	4	indirect	indirect	ADJ
cet-78	13	5	land	land	NOUN
cet-78	13	6	use	use	NOUN
cet-78	13	7	change	change	NOUN
cet-78	13	8	(	(	PUNCT
cet-78	13	9	iluc	iluc	PROPN
cet-78	13	10	)	)	PUNCT
cet-78	13	11	,	,	PUNCT
cet-78	13	12	and	and	CCONJ
cet-78	13	13	these	these	DET
cet-78	13	14	concerns	concern	NOUN
cet-78	13	15	guide	guide	VERB
cet-78	13	16	feedstock	feedstock	NOUN
cet-78	13	17	selection	selection	NOUN
cet-78	13	18	as	as	ADV
cet-78	13	19	well	well	ADV
cet-78	13	20	as	as	ADP
cet-78	13	21	biofuel	biofuel	NOUN
cet-78	13	22	process	process	NOUN
cet-78	13	23	selection	selection	NOUN
cet-78	13	24	and	and	CCONJ
cet-78	13	25	design	design	NOUN
cet-78	13	26	(	(	PUNCT
cet-78	13	27	gong	gong	NOUN
cet-78	13	28	and	and	CCONJ
cet-78	13	29	you	you	PRON
cet-78	13	30	,	,	PUNCT
cet-78	13	31	2015	2015	NUM
cet-78	13	32	)	)	PUNCT
cet-78	13	33	.	.	PUNCT
cet-78	14	1	emissions	emission	NOUN
cet-78	14	2	due	due	ADP
cet-78	14	3	to	to	ADP
cet-78	14	4	luc	luc	PROPN
cet-78	14	5	might	might	AUX
cet-78	14	6	severely	severely	ADV
cet-78	14	7	diminish	diminish	VERB
cet-78	14	8	the	the	DET
cet-78	14	9	environmental	environmental	ADJ
cet-78	14	10	benefit	benefit	NOUN
cet-78	14	11	gained	gain	VERB
cet-78	14	12	from	from	ADP
cet-78	14	13	biofuels	biofuel	NOUN
cet-78	14	14	over	over	ADP
cet-78	14	15	conventional	conventional	ADJ
cet-78	14	16	fuels	fuel	NOUN
cet-78	14	17	(	(	PUNCT
cet-78	14	18	plevin	plevin	PROPN
cet-78	14	19	et	et	PROPN
cet-78	14	20	al	al	PROPN
cet-78	14	21	.	.	PROPN
cet-78	14	22	,	,	PUNCT
cet-78	14	23	2015	2015	NUM
cet-78	14	24	)	)	PUNCT
cet-78	14	25	.	.	PUNCT
cet-78	15	1	calculating	calculate	VERB
cet-78	15	2	the	the	DET
cet-78	15	3	luc	luc	PROPN
cet-78	15	4	emissions	emission	NOUN
cet-78	15	5	of	of	ADP
cet-78	15	6	biofuels	biofuel	NOUN
cet-78	15	7	is	be	AUX
cet-78	15	8	an	an	DET
cet-78	15	9	active	active	ADJ
cet-78	15	10	area	area	NOUN
cet-78	15	11	of	of	ADP
cet-78	15	12	research	research	NOUN
cet-78	15	13	.	.	PUNCT
cet-78	16	1	many	many	ADJ
cet-78	16	2	researchers	researcher	NOUN
cet-78	16	3	present	present	VERB
cet-78	16	4	wide	wide	ADJ
cet-78	16	5	ranges	range	NOUN
cet-78	16	6	for	for	ADP
cet-78	16	7	luc	luc	PROPN
cet-78	16	8	emissions	emission	NOUN
cet-78	16	9	of	of	ADP
cet-78	16	10	certain	certain	ADJ
cet-78	16	11	biofuels	biofuel	NOUN
cet-78	16	12	.	.	PUNCT
cet-78	17	1	recent	recent	ADJ
cet-78	17	2	estimates	estimate	NOUN
cet-78	17	3	for	for	ADP
cet-78	17	4	luc	luc	PROPN
cet-78	17	5	emissions	emission	NOUN
cet-78	17	6	of	of	ADP
cet-78	17	7	corn	corn	NOUN
cet-78	17	8	ethanol	ethanol	NOUN
cet-78	17	9	range	range	NOUN
cet-78	17	10	from	from	ADP
cet-78	17	11	7.6	7.6	NUM
cet-78	17	12	(	(	PUNCT
cet-78	17	13	canter	canter	NOUN
cet-78	17	14	et	et	NOUN
cet-78	17	15	al	al	PROPN
cet-78	17	16	.	.	PROPN
cet-78	17	17	,	,	PUNCT
cet-78	17	18	2015	2015	NUM
cet-78	17	19	)	)	PUNCT
cet-78	17	20	to	to	ADP
cet-78	17	21	53	53	NUM
cet-78	17	22	g	g	ADP
cet-78	17	23	co2	co2	NOUN
cet-78	17	24	-	-	PUNCT
cet-78	17	25	eq	eq	NOUN
cet-78	17	26	/	/	SYM
cet-78	17	27	mj	mj	PROPN
cet-78	17	28	(	(	PUNCT
cet-78	17	29	plevin	plevin	PROPN
cet-78	17	30	et	et	PROPN
cet-78	17	31	al	al	PROPN
cet-78	17	32	.	.	PROPN
cet-78	17	33	,	,	PUNCT
cet-78	17	34	2015	2015	NUM
cet-78	17	35	)	)	PUNCT
cet-78	17	36	.	.	PUNCT
cet-78	18	1	these	these	DET
cet-78	18	2	estimates	estimate	NOUN
cet-78	18	3	guide	guide	VERB
cet-78	18	4	global	global	ADJ
cet-78	18	5	energy	energy	NOUN
cet-78	18	6	legislation	legislation	NOUN
cet-78	18	7	.	.	PUNCT
cet-78	19	1	minimizing	minimize	VERB
cet-78	19	2	the	the	DET
cet-78	19	3	uncertainty	uncertainty	NOUN
cet-78	19	4	involved	involve	VERB
cet-78	19	5	in	in	ADP
cet-78	19	6	luc	luc	PROPN
cet-78	19	7	emissions	emission	NOUN
cet-78	19	8	of	of	ADP
cet-78	19	9	biofuels	biofuel	NOUN
cet-78	19	10	by	by	ADP
cet-78	19	11	establishing	establish	VERB
cet-78	19	12	a	a	DET
cet-78	19	13	lowest	low	ADJ
cet-78	19	14	realizable	realizable	ADJ
cet-78	19	15	emission	emission	NOUN
cet-78	19	16	rate	rate	NOUN
cet-78	19	17	aids	aid	NOUN
cet-78	19	18	policymakers	policymaker	NOUN
cet-78	19	19	,	,	PUNCT
cet-78	19	20	industrialists	industrialist	NOUN
cet-78	19	21	,	,	PUNCT
cet-78	19	22	and	and	CCONJ
cet-78	19	23	scientists	scientist	NOUN
cet-78	19	24	(	(	PUNCT
cet-78	19	25	santibañez	santibañez	NOUN
cet-78	19	26	-	-	PUNCT
cet-78	19	27	aguilar	aguilar	PROPN
cet-78	19	28	et	et	PROPN
cet-78	19	29	al	al	PROPN
cet-78	19	30	.	.	PROPN
cet-78	19	31	,	,	PUNCT
cet-78	19	32	2015	2015	NUM
cet-78	19	33	)	)	PUNCT
cet-78	19	34	.	.	PUNCT
cet-78	20	1	minimizing	minimize	VERB
cet-78	20	2	life	life	NOUN
cet-78	20	3	cycle	cycle	NOUN
cet-78	20	4	ghg	ghg	PROPN
cet-78	20	5	emissions	emission	NOUN
cet-78	20	6	of	of	ADP
cet-78	20	7	biofuels	biofuel	NOUN
cet-78	20	8	must	must	AUX
cet-78	20	9	also	also	ADV
cet-78	20	10	include	include	VERB
cet-78	20	11	these	these	DET
cet-78	20	12	emissions	emission	NOUN
cet-78	20	13	(	(	PUNCT
cet-78	20	14	yue	yue	PROPN
cet-78	20	15	et	et	PROPN
cet-78	20	16	al	al	PROPN
cet-78	20	17	.	.	PROPN
cet-78	20	18	,	,	PUNCT
cet-78	20	19	2013	2013	NUM
cet-78	20	20	)	)	PUNCT
cet-78	20	21	.	.	PUNCT
cet-78	21	1	iluc	iluc	PROPN
cet-78	21	2	emissions	emission	NOUN
cet-78	21	3	characterization	characterization	NOUN
cet-78	21	4	and	and	CCONJ
cet-78	21	5	estimation	estimation	NOUN
cet-78	21	6	methods	method	NOUN
cet-78	21	7	are	be	AUX
cet-78	21	8	now	now	ADV
cet-78	21	9	quite	quite	ADV
cet-78	21	10	advanced	advanced	ADJ
cet-78	21	11	.	.	PUNCT
cet-78	22	1	the	the	DET
cet-78	22	2	most	most	ADV
cet-78	22	3	sophisticated	sophisticated	ADJ
cet-78	22	4	and	and	CCONJ
cet-78	22	5	advanced	advanced	ADJ
cet-78	22	6	methods	method	NOUN
cet-78	22	7	for	for	ADP
cet-78	22	8	estimating	estimate	VERB
cet-78	22	9	iluc	iluc	PROPN
cet-78	22	10	emissions	emission	NOUN
cet-78	22	11	from	from	ADP
cet-78	22	12	biofuels	biofuel	NOUN
cet-78	22	13	are	be	AUX
cet-78	22	14	based	base	VERB
cet-78	22	15	on	on	ADP
cet-78	22	16	computable	computable	ADJ
cet-78	22	17	general	general	ADJ
cet-78	22	18	equilibrium	equilibrium	NOUN
cet-78	22	19	(	(	PUNCT
cet-78	22	20	cge	cge	NOUN
cet-78	22	21	)	)	PUNCT
cet-78	22	22	models	model	NOUN
cet-78	22	23	.	.	PUNCT
cet-78	23	1	cge	cge	PROPN
cet-78	23	2	models	model	NOUN
cet-78	23	3	are	be	AUX
cet-78	23	4	highly	highly	ADV
cet-78	23	5	detailed	detailed	ADJ
cet-78	23	6	economic	economic	ADJ
cet-78	23	7	models	model	NOUN
cet-78	23	8	of	of	ADP
cet-78	23	9	a	a	DET
cet-78	23	10	largescale	largescale	NOUN
cet-78	23	11	economy	economy	NOUN
cet-78	23	12	.	.	PUNCT
cet-78	24	1	transactions	transaction	NOUN
cet-78	24	2	and	and	CCONJ
cet-78	24	3	taxes	taxis	NOUN
cet-78	24	4	between	between	ADP
cet-78	24	5	regions	region	NOUN
cet-78	24	6	,	,	PUNCT
cet-78	24	7	firms	firm	NOUN
cet-78	24	8	,	,	PUNCT
cet-78	24	9	households	household	NOUN
cet-78	24	10	,	,	PUNCT
cet-78	24	11	and	and	CCONJ
cet-78	24	12	governments	government	NOUN
cet-78	24	13	in	in	ADP
cet-78	24	14	a	a	DET
cet-78	24	15	number	number	NOUN
cet-78	24	16	of	of	ADP
cet-78	24	17	economic	economic	ADJ
cet-78	24	18	sectors	sector	NOUN
cet-78	24	19	are	be	AUX
cet-78	24	20	accounted	account	VERB
cet-78	24	21	for	for	ADP
cet-78	24	22	.	.	PUNCT
cet-78	25	1	price	price	NOUN
cet-78	25	2	elasticities	elasticity	NOUN
cet-78	25	3	of	of	ADP
cet-78	25	4	commodities	commodity	NOUN
cet-78	25	5	and	and	CCONJ
cet-78	25	6	factors	factor	NOUN
cet-78	25	7	of	of	ADP
cet-78	25	8	production	production	NOUN
cet-78	25	9	are	be	AUX
cet-78	25	10	also	also	ADV
cet-78	25	11	in	in	ADP
cet-78	25	12	the	the	DET
cet-78	25	13	model	model	NOUN
cet-78	25	14	.	.	PUNCT
cet-78	26	1	users	user	NOUN
cet-78	26	2	of	of	ADP
cet-78	26	3	a	a	DET
cet-78	26	4	cge	cge	PROPN
cet-78	26	5	model	model	NOUN
cet-78	26	6	can	can	AUX
cet-78	26	7	“	"	PUNCT
cet-78	26	8	shock	shock	VERB
cet-78	26	9	”	"	PUNCT
cet-78	26	10	the	the	DET
cet-78	26	11	initial	initial	ADJ
cet-78	26	12	,	,	PUNCT
cet-78	26	13	stable	stable	ADJ
cet-78	26	14	economic	economic	ADJ
cet-78	26	15	equilibrium	equilibrium	NOUN
cet-78	26	16	by	by	ADP
cet-78	26	17	changing	change	VERB
cet-78	26	18	some	some	DET
cet-78	26	19	variables	variable	NOUN
cet-78	26	20	,	,	PUNCT
cet-78	26	21	for	for	ADP
cet-78	26	22	example	example	NOUN
cet-78	26	23	,	,	PUNCT
cet-78	26	24	increasing	increase	VERB
cet-78	26	25	biofuel	biofuel	NOUN
cet-78	26	26	production	production	NOUN
cet-78	26	27	in	in	ADP
cet-78	26	28	the	the	DET
cet-78	26	29	us	us	PROPN
cet-78	26	30	solving	solve	VERB
cet-78	26	31	the	the	DET
cet-78	26	32	model	model	NOUN
cet-78	26	33	with	with	ADP
cet-78	26	34	the	the	DET
cet-78	26	35	shock	shock	NOUN
cet-78	26	36	means	mean	VERB
cet-78	26	37	searching	search	VERB
cet-78	26	38	for	for	ADP
cet-78	26	39	a	a	DET
cet-78	26	40	new	new	ADJ
cet-78	26	41	equilibrium	equilibrium	NOUN
cet-78	26	42	state	state	NOUN
cet-78	26	43	.	.	PUNCT
cet-78	27	1	economic	economic	ADJ
cet-78	27	2	equilibrium	equilibrium	NOUN
cet-78	27	3	occurs	occur	VERB
cet-78	27	4	when	when	SCONJ
cet-78	27	5	there	there	PRON
cet-78	27	6	are	be	VERB
cet-78	27	7	zero	zero	NUM
cet-78	27	8	profits	profit	NOUN
cet-78	27	9	,	,	PUNCT
cet-78	27	10	zero	zero	NUM
cet-78	27	11	surpluses	surplus	NOUN
cet-78	27	12	,	,	PUNCT
cet-78	27	13	zero	zero	NUM
cet-78	27	14	shortfalls	shortfall	NOUN
cet-78	27	15	,	,	PUNCT
cet-78	27	16	and	and	CCONJ
cet-78	27	17	zero	zero	NUM
cet-78	27	18	losses	loss	NOUN
cet-78	27	19	among	among	ADP
cet-78	27	20	all	all	DET
cet-78	27	21	agents	agent	NOUN
cet-78	27	22	in	in	ADP
cet-78	27	23	the	the	DET
cet-78	27	24	economy	economy	NOUN
cet-78	27	25	and	and	CCONJ
cet-78	27	26	when	when	SCONJ
cet-78	27	27	market	market	NOUN
cet-78	27	28	prices	price	NOUN
cet-78	27	29	of	of	ADP
cet-78	27	30	all	all	DET
cet-78	27	31	goods	good	NOUN
cet-78	27	32	equal	equal	VERB
cet-78	27	33	their	their	PRON
cet-78	27	34	production	production	NOUN
cet-78	27	35	costs	cost	NOUN
cet-78	27	36	.	.	PUNCT
cet-78	28	1	a	a	DET
cet-78	28	2	cge	cge	PROPN
cet-78	28	3	model	model	NOUN
cet-78	28	4	is	be	AUX
cet-78	28	5	useful	useful	ADJ
cet-78	28	6	when	when	SCONJ
cet-78	28	7	characterizing	characterize	VERB
cet-78	28	8	and	and	CCONJ
cet-78	28	9	estimating	estimate	VERB
cet-78	28	10	iluc	iluc	NOUN
cet-78	28	11	effects	effect	NOUN
cet-78	28	12	.	.	PUNCT
cet-78	29	1	one	one	PRON
cet-78	29	2	can	can	AUX
cet-78	29	3	identify	identify	VERB
cet-78	29	4	the	the	DET
cet-78	29	5	initial	initial	ADJ
cet-78	29	6	land	land	NOUN
cet-78	29	7	type	type	NOUN
cet-78	29	8	and	and	CCONJ
cet-78	29	9	use	use	NOUN
cet-78	29	10	distributions	distribution	NOUN
cet-78	29	11	,	,	PUNCT
cet-78	29	12	introduce	introduce	VERB
cet-78	29	13	the	the	DET
cet-78	29	14	shock	shock	NOUN
cet-78	29	15	,	,	PUNCT
cet-78	29	16	solve	solve	VERB
cet-78	29	17	for	for	ADP
cet-78	29	18	the	the	DET
cet-78	29	19	new	new	ADJ
cet-78	29	20	equilibrium	equilibrium	NOUN
cet-78	29	21	,	,	PUNCT
cet-78	29	22	determine	determine	VERB
cet-78	29	23	the	the	DET
cet-78	29	24	new	new	ADJ
cet-78	29	25	land	land	NOUN
cet-78	29	26	type	type	NOUN
cet-78	29	27	and	and	CCONJ
cet-78	29	28	use	use	NOUN
cet-78	29	29	distributions	distribution	NOUN
cet-78	29	30	,	,	PUNCT
cet-78	29	31	and	and	CCONJ
cet-78	29	32	infer	infer	VERB
cet-78	29	33	what	what	DET
cet-78	29	34	changes	change	NOUN
cet-78	29	35	must	must	AUX
cet-78	29	36	have	have	AUX
cet-78	29	37	happened	happen	VERB
cet-78	29	38	.	.	PUNCT
cet-78	30	1	next	next	ADV
cet-78	30	2	,	,	PUNCT
cet-78	30	3	land	land	NOUN
cet-78	30	4	carbon	carbon	NOUN
cet-78	30	5	stocks	stock	NOUN
cet-78	30	6	and	and	CCONJ
cet-78	30	7	soil	soil	NOUN
cet-78	30	8	organic	organic	ADJ
cet-78	30	9	carbon	carbon	NOUN
cet-78	30	10	(	(	PUNCT
cet-78	30	11	soc	soc	NOUN
cet-78	30	12	)	)	PUNCT
cet-78	30	13	levels	level	NOUN
cet-78	30	14	combined	combine	VERB
cet-78	30	15	with	with	ADP
cet-78	30	16	the	the	DET
cet-78	30	17	land	land	NOUN
cet-78	30	18	use	use	NOUN
cet-78	30	19	changes	change	NOUN
cet-78	30	20	can	can	AUX
cet-78	30	21	be	be	AUX
cet-78	30	22	used	use	VERB
cet-78	30	23	to	to	PART
cet-78	30	24	calculate	calculate	VERB
cet-78	30	25	luc	luc	PROPN
cet-78	30	26	emissions	emission	NOUN
cet-78	30	27	.	.	PUNCT
cet-78	31	1	doi	doi	NOUN
cet-78	31	2	:	:	PUNCT
cet-78	31	3	10.3303	10.3303	NUM
cet-78	31	4	/	/	SYM
cet-78	31	5	cet1761025	cet1761025	NOUN
cet-78	31	6	please	please	INTJ
cet-78	31	7	cite	cite	VERB
cet-78	31	8	this	this	DET
cet-78	31	9	article	article	NOUN
cet-78	31	10	as	as	ADP
cet-78	31	11	:	:	PUNCT
cet-78	31	12	garcia	garcia	PROPN
cet-78	31	13	d.j	d.j	PROPN
cet-78	31	14	.	.	PROPN
cet-78	31	15	,	,	PUNCT
cet-78	31	16	you	you	PRON
cet-78	31	17	f.	f.	PROPN
cet-78	31	18	,	,	PUNCT
cet-78	31	19	2017	2017	NUM
cet-78	31	20	,	,	PUNCT
cet-78	31	21	managing	manage	VERB
cet-78	31	22	land	land	NOUN
cet-78	31	23	use	use	NOUN
cet-78	31	24	change	change	NOUN
cet-78	31	25	greenhouse	greenhouse	NOUN
cet-78	31	26	gas	gas	NOUN
cet-78	31	27	emissions	emission	NOUN
cet-78	31	28	of	of	ADP
cet-78	31	29	bioethanol	bioethanol	NOUN
cet-78	31	30	production	production	NOUN
cet-78	31	31	,	,	PUNCT
cet-78	31	32	chemical	chemical	NOUN
cet-78	31	33	engineering	engineering	NOUN
cet-78	31	34	transactions	transaction	NOUN
cet-78	31	35	,	,	PUNCT
cet-78	31	36	61	61	NUM
cet-78	31	37	,	,	PUNCT
cet-78	31	38	163	163	NUM
cet-78	31	39	-	-	SYM
cet-78	31	40	168	168	NUM
cet-78	31	41	doi:10.3303	doi:10.3303	NOUN
cet-78	31	42	/	/	SYM
cet-78	31	43	cet1761025	cet1761025	NOUN
cet-78	31	44	163	163	NUM
cet-78	31	45	the	the	DET
cet-78	31	46	most	most	ADV
cet-78	31	47	advanced	advanced	ADJ
cet-78	31	48	iluc	iluc	NOUN
cet-78	31	49	characterization	characterization	NOUN
cet-78	31	50	models	model	NOUN
cet-78	31	51	use	use	VERB
cet-78	31	52	the	the	DET
cet-78	31	53	global	global	ADJ
cet-78	31	54	trade	trade	NOUN
cet-78	31	55	analysis	analysis	NOUN
cet-78	31	56	project	project	NOUN
cet-78	31	57	(	(	PUNCT
cet-78	31	58	gtap	gtap	PROPN
cet-78	31	59	)	)	PUNCT
cet-78	31	60	cge	cge	PROPN
cet-78	31	61	model	model	NOUN
cet-78	31	62	and	and	CCONJ
cet-78	31	63	data	datum	NOUN
cet-78	31	64	.	.	PUNCT
cet-78	32	1	the	the	DET
cet-78	32	2	gtap	gtap	PROPN
cet-78	32	3	model	model	NOUN
cet-78	32	4	is	be	AUX
cet-78	32	5	one	one	NUM
cet-78	32	6	of	of	ADP
cet-78	32	7	the	the	DET
cet-78	32	8	most	most	ADV
cet-78	32	9	advanced	advanced	ADJ
cet-78	32	10	cge	cge	PROPN
cet-78	32	11	models	model	NOUN
cet-78	32	12	of	of	ADP
cet-78	32	13	the	the	DET
cet-78	32	14	global	global	ADJ
cet-78	32	15	economy	economy	NOUN
cet-78	32	16	(	(	PUNCT
cet-78	32	17	hertel	hertel	PROPN
cet-78	32	18	,	,	PUNCT
cet-78	32	19	1997	1997	NUM
cet-78	32	20	)	)	PUNCT
cet-78	32	21	.	.	PUNCT
cet-78	33	1	taheripour	taheripour	INTJ
cet-78	33	2	et	et	PROPN
cet-78	33	3	al	al	PROPN
cet-78	33	4	.	.	PUNCT
cet-78	33	5	(	(	PUNCT
cet-78	33	6	2007	2007	NUM
cet-78	33	7	)	)	PUNCT
cet-78	33	8	pioneered	pioneer	VERB
cet-78	33	9	its	its	PRON
cet-78	33	10	use	use	NOUN
cet-78	33	11	for	for	ADP
cet-78	33	12	calculating	calculate	VERB
cet-78	33	13	iluc	iluc	PROPN
cet-78	33	14	emissions	emission	NOUN
cet-78	33	15	of	of	ADP
cet-78	33	16	biofuels	biofuel	NOUN
cet-78	33	17	using	use	VERB
cet-78	33	18	computable	computable	ADJ
cet-78	33	19	general	general	ADJ
cet-78	33	20	equilibrium	equilibrium	NOUN
cet-78	33	21	(	(	PUNCT
cet-78	33	22	cge	cge	NOUN
cet-78	33	23	)	)	PUNCT
cet-78	33	24	models	model	NOUN
cet-78	33	25	(	(	PUNCT
cet-78	33	26	taheripour	taheripour	NOUN
cet-78	33	27	et	et	PROPN
cet-78	33	28	al	al	PROPN
cet-78	33	29	.	.	PROPN
cet-78	33	30	,	,	PUNCT
cet-78	33	31	2007	2007	NUM
cet-78	33	32	)	)	PUNCT
cet-78	33	33	.	.	PUNCT
cet-78	34	1	the	the	DET
cet-78	34	2	carbon	carbon	NOUN
cet-78	34	3	calculator	calculator	NOUN
cet-78	34	4	for	for	ADP
cet-78	34	5	land	land	NOUN
cet-78	34	6	use	use	NOUN
cet-78	34	7	change	change	NOUN
cet-78	34	8	from	from	ADP
cet-78	34	9	biofuels	biofuel	NOUN
cet-78	34	10	production	production	NOUN
cet-78	34	11	(	(	PUNCT
cet-78	34	12	cclub	cclub	NOUN
cet-78	34	13	)	)	PUNCT
cet-78	34	14	,	,	PUNCT
cet-78	34	15	developed	develop	VERB
cet-78	34	16	by	by	ADP
cet-78	34	17	the	the	DET
cet-78	34	18	u.s	u.s	PROPN
cet-78	34	19	.	.	PROPN
cet-78	34	20	doe	doe	PROPN
cet-78	34	21	(	(	PUNCT
cet-78	34	22	dunn	dunn	PROPN
cet-78	34	23	et	et	PROPN
cet-78	34	24	al	al	PROPN
cet-78	34	25	.	.	PROPN
cet-78	34	26	,	,	PUNCT
cet-78	34	27	2013	2013	NUM
cet-78	34	28	)	)	PUNCT
cet-78	34	29	,	,	PUNCT
cet-78	34	30	and	and	CCONJ
cet-78	34	31	an	an	DET
cet-78	34	32	approach	approach	NOUN
cet-78	34	33	centred	centre	VERB
cet-78	34	34	on	on	ADP
cet-78	34	35	a	a	DET
cet-78	34	36	net	net	ADJ
cet-78	34	37	displacement	displacement	ADJ
cet-78	34	38	factor	factor	NOUN
cet-78	34	39	(	(	PUNCT
cet-78	34	40	ndf	ndf	NOUN
cet-78	34	41	)	)	PUNCT
cet-78	34	42	and	and	CCONJ
cet-78	34	43	ipcc	ipcc	VERB
cet-78	34	44	carbon	carbon	NOUN
cet-78	34	45	stocks	stock	NOUN
cet-78	34	46	data	datum	NOUN
cet-78	34	47	developed	develop	VERB
cet-78	34	48	by	by	ADP
cet-78	34	49	plevin	plevin	PROPN
cet-78	34	50	et	et	PROPN
cet-78	34	51	al	al	PROPN
cet-78	34	52	.	.	PUNCT
cet-78	35	1	(	(	PUNCT
cet-78	35	2	plevin	plevin	PROPN
cet-78	35	3	et	et	PROPN
cet-78	35	4	al	al	PROPN
cet-78	35	5	.	.	PROPN
cet-78	35	6	,	,	PUNCT
cet-78	35	7	2015	2015	NUM
cet-78	35	8	)	)	PUNCT
cet-78	35	9	later	later	ADV
cet-78	35	10	built	build	VERB
cet-78	35	11	on	on	ADP
cet-78	35	12	this	this	DET
cet-78	35	13	foundation	foundation	NOUN
cet-78	35	14	and	and	CCONJ
cet-78	35	15	added	add	VERB
cet-78	35	16	other	other	ADJ
cet-78	35	17	biofuels	biofuel	NOUN
cet-78	35	18	and	and	CCONJ
cet-78	35	19	feedstocks	feedstock	NOUN
cet-78	35	20	.	.	PUNCT
cet-78	36	1	thanks	thank	NOUN
cet-78	36	2	to	to	ADP
cet-78	36	3	these	these	DET
cet-78	36	4	advances	advance	NOUN
cet-78	36	5	,	,	PUNCT
cet-78	36	6	the	the	DET
cet-78	36	7	uncertainty	uncertainty	NOUN
cet-78	36	8	gap	gap	NOUN
cet-78	36	9	for	for	ADP
cet-78	36	10	the	the	DET
cet-78	36	11	iluc	iluc	PROPN
cet-78	36	12	emissions	emission	NOUN
cet-78	36	13	rate	rate	NOUN
cet-78	36	14	of	of	ADP
cet-78	36	15	biofuels	biofuel	NOUN
cet-78	36	16	has	have	AUX
cet-78	36	17	narrowed	narrow	VERB
cet-78	36	18	.	.	PUNCT
cet-78	37	1	however	however	ADV
cet-78	37	2	,	,	PUNCT
cet-78	37	3	this	this	DET
cet-78	37	4	type	type	NOUN
cet-78	37	5	of	of	ADP
cet-78	37	6	method	method	NOUN
cet-78	37	7	can	can	AUX
cet-78	37	8	not	not	PART
cet-78	37	9	determine	determine	VERB
cet-78	37	10	an	an	DET
cet-78	37	11	optimal	optimal	ADJ
cet-78	37	12	biofuel	biofuel	NOUN
cet-78	37	13	production	production	NOUN
cet-78	37	14	strategy	strategy	NOUN
cet-78	37	15	that	that	PRON
cet-78	37	16	limits	limit	VERB
cet-78	37	17	iluc	iluc	NOUN
cet-78	37	18	emissions	emission	NOUN
cet-78	37	19	.	.	PUNCT
cet-78	38	1	it	it	PRON
cet-78	38	2	can	can	AUX
cet-78	38	3	only	only	ADV
cet-78	38	4	determine	determine	VERB
cet-78	38	5	the	the	DET
cet-78	38	6	iluc	iluc	PROPN
cet-78	38	7	emissions	emission	NOUN
cet-78	38	8	for	for	ADP
cet-78	38	9	a	a	DET
cet-78	38	10	given	give	VERB
cet-78	38	11	biofuel	biofuel	NOUN
cet-78	38	12	production	production	NOUN
cet-78	38	13	scenario	scenario	NOUN
cet-78	38	14	.	.	PUNCT
cet-78	39	1	additional	additional	ADJ
cet-78	39	2	economic	economic	ADJ
cet-78	39	3	sectors	sector	NOUN
cet-78	39	4	must	must	AUX
cet-78	39	5	be	be	AUX
cet-78	39	6	added	add	VERB
cet-78	39	7	for	for	ADP
cet-78	39	8	each	each	DET
cet-78	39	9	new	new	ADJ
cet-78	39	10	biomass	biomass	NOUN
cet-78	39	11	feedstock	feedstock	NOUN
cet-78	39	12	and	and	CCONJ
cet-78	39	13	ethanol	ethanol	NOUN
cet-78	39	14	production	production	NOUN
cet-78	39	15	method	method	NOUN
cet-78	39	16	.	.	PUNCT
cet-78	40	1	this	this	DET
cet-78	40	2	requirement	requirement	NOUN
cet-78	40	3	necessitates	necessitate	VERB
cet-78	40	4	a	a	DET
cet-78	40	5	variety	variety	NOUN
cet-78	40	6	of	of	ADP
cet-78	40	7	economic	economic	ADJ
cet-78	40	8	assumptions	assumption	NOUN
cet-78	40	9	about	about	ADP
cet-78	40	10	the	the	DET
cet-78	40	11	new	new	ADJ
cet-78	40	12	sectors	sector	NOUN
cet-78	40	13	,	,	PUNCT
cet-78	40	14	increasing	increase	VERB
cet-78	40	15	model	model	NOUN
cet-78	40	16	uncertainties	uncertainty	NOUN
cet-78	40	17	and	and	CCONJ
cet-78	40	18	computational	computational	ADJ
cet-78	40	19	burdens	burden	NOUN
cet-78	40	20	.	.	PUNCT
cet-78	41	1	we	we	PRON
cet-78	41	2	integrate	integrate	VERB
cet-78	41	3	cutting	cutting	NOUN
cet-78	41	4	-	-	PUNCT
cet-78	41	5	edge	edge	NOUN
cet-78	41	6	iluc	iluc	NOUN
cet-78	41	7	calculation	calculation	NOUN
cet-78	41	8	methodology	methodology	NOUN
cet-78	41	9	into	into	ADP
cet-78	41	10	a	a	DET
cet-78	41	11	life	life	NOUN
cet-78	41	12	cycle	cycle	NOUN
cet-78	41	13	optimization	optimization	NOUN
cet-78	41	14	(	(	PUNCT
cet-78	41	15	lco	lco	NOUN
cet-78	41	16	)	)	PUNCT
cet-78	41	17	framework	framework	NOUN
cet-78	41	18	(	(	PUNCT
cet-78	41	19	you	you	PRON
cet-78	41	20	and	and	CCONJ
cet-78	41	21	wang	wang	PROPN
cet-78	41	22	,	,	PUNCT
cet-78	41	23	2011	2011	NUM
cet-78	41	24	)	)	PUNCT
cet-78	41	25	,	,	PUNCT
cet-78	41	26	in	in	ADP
cet-78	41	27	order	order	NOUN
cet-78	41	28	to	to	PART
cet-78	41	29	produce	produce	VERB
cet-78	41	30	an	an	DET
cet-78	41	31	luc	luc	PROPN
cet-78	41	32	lco	lco	NOUN
cet-78	41	33	framework	framework	NOUN
cet-78	41	34	with	with	ADP
cet-78	41	35	5	5	NUM
cet-78	41	36	possible	possible	ADJ
cet-78	41	37	biomass	biomass	NOUN
cet-78	41	38	feedstocks	feedstock	NOUN
cet-78	41	39	and	and	CCONJ
cet-78	41	40	14	14	NUM
cet-78	41	41	ethanol	ethanol	NOUN
cet-78	41	42	production	production	NOUN
cet-78	41	43	options	option	NOUN
cet-78	41	44	based	base	VERB
cet-78	41	45	on	on	ADP
cet-78	41	46	an	an	DET
cet-78	41	47	existing	exist	VERB
cet-78	41	48	bioconversion	bioconversion	NOUN
cet-78	41	49	network	network	NOUN
cet-78	41	50	(	(	PUNCT
cet-78	41	51	garcia	garcia	PROPN
cet-78	41	52	and	and	CCONJ
cet-78	41	53	you	you	PRON
cet-78	41	54	,	,	PUNCT
cet-78	41	55	2015	2015	NUM
cet-78	41	56	)	)	PUNCT
cet-78	41	57	.	.	PUNCT
cet-78	42	1	this	this	DET
cet-78	42	2	new	new	ADJ
cet-78	42	3	framework	framework	NOUN
cet-78	42	4	allows	allow	VERB
cet-78	42	5	us	we	PRON
cet-78	42	6	to	to	PART
cet-78	42	7	circumvent	circumvent	VERB
cet-78	42	8	previous	previous	ADJ
cet-78	42	9	uncertainties	uncertainty	NOUN
cet-78	42	10	in	in	ADP
cet-78	42	11	biofuel	biofuel	NOUN
cet-78	42	12	iluc	iluc	PROPN
cet-78	42	13	emissions	emission	NOUN
cet-78	42	14	studies	study	NOUN
cet-78	42	15	by	by	ADP
cet-78	42	16	integrating	integrate	VERB
cet-78	42	17	all	all	DET
cet-78	42	18	equations	equation	NOUN
cet-78	42	19	and	and	CCONJ
cet-78	42	20	data	datum	NOUN
cet-78	42	21	into	into	ADP
cet-78	42	22	a	a	DET
cet-78	42	23	single	single	ADJ
cet-78	42	24	model	model	NOUN
cet-78	42	25	.	.	PUNCT
cet-78	43	1	a	a	DET
cet-78	43	2	minimum	minimum	ADJ
cet-78	43	3	iluc	iluc	PROPN
cet-78	43	4	emissions	emission	NOUN
cet-78	43	5	rate	rate	NOUN
cet-78	43	6	from	from	ADP
cet-78	43	7	biofuels	biofuel	NOUN
cet-78	43	8	strategy	strategy	NOUN
cet-78	43	9	is	be	AUX
cet-78	43	10	determined	determine	VERB
cet-78	43	11	within	within	ADP
cet-78	43	12	the	the	DET
cet-78	43	13	context	context	NOUN
cet-78	43	14	of	of	ADP
cet-78	43	15	the	the	DET
cet-78	43	16	global	global	ADJ
cet-78	43	17	economy	economy	NOUN
cet-78	43	18	.	.	PUNCT
cet-78	44	1	the	the	DET
cet-78	44	2	model	model	NOUN
cet-78	44	3	also	also	ADV
cet-78	44	4	sets	set	VERB
cet-78	44	5	a	a	DET
cet-78	44	6	lower	low	ADJ
cet-78	44	7	bound	bind	VERB
cet-78	44	8	on	on	ADP
cet-78	44	9	the	the	DET
cet-78	44	10	iluc	iluc	PROPN
cet-78	44	11	emissions	emission	NOUN
cet-78	44	12	rate	rate	NOUN
cet-78	44	13	of	of	ADP
cet-78	44	14	biofuels	biofuel	NOUN
cet-78	44	15	.	.	PUNCT
cet-78	45	1	these	these	DET
cet-78	45	2	new	new	ADJ
cet-78	45	3	capabilities	capability	NOUN
cet-78	45	4	allow	allow	VERB
cet-78	45	5	for	for	ADP
cet-78	45	6	more	more	ADV
cet-78	45	7	informed	informed	ADJ
cet-78	45	8	,	,	PUNCT
cet-78	45	9	targeted	target	VERB
cet-78	45	10	biofuel	biofuel	NOUN
cet-78	45	11	production	production	NOUN
cet-78	45	12	policies	policy	NOUN
cet-78	45	13	and	and	CCONJ
cet-78	45	14	analysis	analysis	NOUN
cet-78	45	15	of	of	ADP
cet-78	45	16	the	the	DET
cet-78	45	17	life	life	NOUN
cet-78	45	18	cycle	cycle	NOUN
cet-78	45	19	emissions	emission	NOUN
cet-78	45	20	of	of	ADP
cet-78	45	21	biofuels	biofuel	NOUN
cet-78	45	22	.	.	PUNCT
cet-78	46	1	in	in	ADP
cet-78	46	2	the	the	DET
cet-78	46	3	next	next	ADJ
cet-78	46	4	section	section	NOUN
cet-78	46	5	,	,	PUNCT
cet-78	46	6	we	we	PRON
cet-78	46	7	discuss	discuss	VERB
cet-78	46	8	the	the	DET
cet-78	46	9	model	model	NOUN
cet-78	46	10	’s	’s	PART
cet-78	46	11	formulation	formulation	NOUN
cet-78	46	12	.	.	PUNCT
cet-78	47	1	we	we	PRON
cet-78	47	2	then	then	ADV
cet-78	47	3	present	present	VERB
cet-78	47	4	a	a	DET
cet-78	47	5	case	case	NOUN
cet-78	47	6	study	study	NOUN
cet-78	47	7	where	where	SCONJ
cet-78	47	8	the	the	DET
cet-78	47	9	u.s	u.s	PROPN
cet-78	47	10	.	.	PROPN
cet-78	47	11	produces	produce	VERB
cet-78	47	12	37.9	37.9	NUM
cet-78	47	13	bl	bl	NOUN
cet-78	47	14	of	of	ADP
cet-78	47	15	ethanol	ethanol	NOUN
cet-78	47	16	per	per	ADP
cet-78	47	17	year	year	NOUN
cet-78	47	18	.	.	PUNCT
cet-78	48	1	we	we	PRON
cet-78	48	2	discuss	discuss	VERB
cet-78	48	3	the	the	DET
cet-78	48	4	results	result	NOUN
cet-78	48	5	of	of	ADP
cet-78	48	6	this	this	DET
cet-78	48	7	case	case	NOUN
cet-78	48	8	study	study	NOUN
cet-78	48	9	and	and	CCONJ
cet-78	48	10	state	state	VERB
cet-78	48	11	the	the	DET
cet-78	48	12	conclusions	conclusion	NOUN
cet-78	48	13	.	.	PUNCT
cet-78	49	1	2	2	X
cet-78	49	2	.	.	X
cet-78	49	3	problem	problem	NOUN
cet-78	49	4	statement	statement	NOUN
cet-78	49	5	the	the	DET
cet-78	49	6	authors	author	NOUN
cet-78	49	7	modeled	model	VERB
cet-78	49	8	a	a	DET
cet-78	49	9	bioethanol	bioethanol	NOUN
cet-78	49	10	production	production	NOUN
cet-78	49	11	quota	quota	NOUN
cet-78	49	12	in	in	ADP
cet-78	49	13	the	the	DET
cet-78	49	14	u.s	u.s	PROPN
cet-78	49	15	.	.	PROPN
cet-78	49	16	of	of	ADP
cet-78	49	17	37.9	37.9	NUM
cet-78	49	18	bl	bl	NOUN
cet-78	49	19	/	/	SYM
cet-78	49	20	y	y	PROPN
cet-78	49	21	to	to	PART
cet-78	49	22	be	be	AUX
cet-78	49	23	met	meet	VERB
cet-78	49	24	with	with	ADP
cet-78	49	25	any	any	DET
cet-78	49	26	biomass	biomass	NOUN
cet-78	49	27	feedstock	feedstock	NOUN
cet-78	49	28	and	and	CCONJ
cet-78	49	29	any	any	DET
cet-78	49	30	production	production	NOUN
cet-78	49	31	pathway	pathway	NOUN
cet-78	49	32	.	.	PUNCT
cet-78	50	1	life	life	NOUN
cet-78	50	2	cycle	cycle	NOUN
cet-78	50	3	emissions	emission	NOUN
cet-78	50	4	,	,	PUNCT
cet-78	50	5	including	include	VERB
cet-78	50	6	luc	luc	PROPN
cet-78	50	7	emissions	emission	NOUN
cet-78	50	8	,	,	PUNCT
cet-78	50	9	direct	direct	ADJ
cet-78	50	10	processing	processing	NOUN
cet-78	50	11	emissions	emission	NOUN
cet-78	50	12	,	,	PUNCT
cet-78	50	13	and	and	CCONJ
cet-78	50	14	indirect	indirect	ADJ
cet-78	50	15	processing	processing	NOUN
cet-78	50	16	emissions	emission	NOUN
cet-78	50	17	are	be	AUX
cet-78	50	18	to	to	PART
cet-78	50	19	be	be	AUX
cet-78	50	20	minimized	minimize	VERB
cet-78	50	21	.	.	PUNCT
cet-78	51	1	we	we	PRON
cet-78	51	2	assume	assume	VERB
cet-78	51	3	that	that	SCONJ
cet-78	51	4	all	all	DET
cet-78	51	5	biomass	biomass	NOUN
cet-78	51	6	feedstock	feedstock	NOUN
cet-78	51	7	must	must	AUX
cet-78	51	8	be	be	AUX
cet-78	51	9	produced	produce	VERB
cet-78	51	10	on	on	ADP
cet-78	51	11	new	new	ADJ
cet-78	51	12	cropland	cropland	NOUN
cet-78	51	13	(	(	PUNCT
cet-78	51	14	except	except	SCONJ
cet-78	51	15	stover	stover	NOUN
cet-78	51	16	)	)	PUNCT
cet-78	51	17	,	,	PUNCT
cet-78	51	18	no	no	DET
cet-78	51	19	region	region	NOUN
cet-78	51	20	may	may	AUX
cet-78	51	21	more	more	ADV
cet-78	51	22	than	than	ADP
cet-78	51	23	double	double	VERB
cet-78	51	24	its	its	PRON
cet-78	51	25	biomass	biomass	NOUN
cet-78	51	26	production	production	NOUN
cet-78	51	27	,	,	PUNCT
cet-78	51	28	lucs	lucs	PROPN
cet-78	51	29	occur	occur	VERB
cet-78	51	30	immediately	immediately	ADV
cet-78	51	31	,	,	PUNCT
cet-78	51	32	regions	region	NOUN
cet-78	51	33	can	can	AUX
cet-78	51	34	not	not	PART
cet-78	51	35	create	create	VERB
cet-78	51	36	/	/	SYM
cet-78	51	37	lose	lose	NOUN
cet-78	51	38	land	land	NOUN
cet-78	51	39	,	,	PUNCT
cet-78	51	40	biomass	biomass	NOUN
cet-78	51	41	yields	yield	NOUN
cet-78	51	42	on	on	ADP
cet-78	51	43	new	new	ADJ
cet-78	51	44	croplands	cropland	NOUN
cet-78	51	45	start	start	VERB
cet-78	51	46	at	at	ADP
cet-78	51	47	the	the	DET
cet-78	51	48	same	same	ADJ
cet-78	51	49	level	level	NOUN
cet-78	51	50	as	as	ADP
cet-78	51	51	previous	previous	ADJ
cet-78	51	52	yields	yield	NOUN
cet-78	51	53	in	in	ADP
cet-78	51	54	that	that	DET
cet-78	51	55	region	region	NOUN
cet-78	51	56	,	,	PUNCT
cet-78	51	57	only	only	ADV
cet-78	51	58	pasture	pasture	NOUN
cet-78	51	59	and	and	CCONJ
cet-78	51	60	forest	forest	NOUN
cet-78	51	61	may	may	AUX
cet-78	51	62	be	be	AUX
cet-78	51	63	converted	convert	VERB
cet-78	51	64	to	to	ADP
cet-78	51	65	cropland	cropland	NOUN
cet-78	51	66	,	,	PUNCT
cet-78	51	67	and	and	CCONJ
cet-78	51	68	new	new	ADJ
cet-78	51	69	biomass	biomass	NOUN
cet-78	51	70	can	can	AUX
cet-78	51	71	not	not	PART
cet-78	51	72	be	be	AUX
cet-78	51	73	grown	grow	VERB
cet-78	51	74	in	in	ADP
cet-78	51	75	regions	region	NOUN
cet-78	51	76	where	where	SCONJ
cet-78	51	77	it	it	PRON
cet-78	51	78	was	be	AUX
cet-78	51	79	not	not	PART
cet-78	51	80	initially	initially	ADV
cet-78	51	81	grown	grow	VERB
cet-78	51	82	.	.	PUNCT
cet-78	52	1	major	major	ADJ
cet-78	52	2	decision	decision	NOUN
cet-78	52	3	variables	variable	NOUN
cet-78	52	4	include	include	VERB
cet-78	52	5	which	which	PRON
cet-78	52	6	of	of	ADP
cet-78	52	7	the	the	DET
cet-78	52	8	fourteen	fourteen	NUM
cet-78	52	9	biofuel	biofuel	NOUN
cet-78	52	10	production	production	NOUN
cet-78	52	11	pathway(s	pathway(	VERB
cet-78	52	12	)	)	PUNCT
cet-78	52	13	to	to	PART
cet-78	52	14	utilize	utilize	VERB
cet-78	52	15	,	,	PUNCT
cet-78	52	16	which	which	PRON
cet-78	52	17	of	of	ADP
cet-78	52	18	the	the	DET
cet-78	52	19	5	5	NUM
cet-78	52	20	kinds	kind	NOUN
cet-78	52	21	of	of	ADP
cet-78	52	22	biomass	biomass	NOUN
cet-78	52	23	to	to	PART
cet-78	52	24	use	use	VERB
cet-78	52	25	,	,	PUNCT
cet-78	52	26	where	where	SCONJ
cet-78	52	27	to	to	PART
cet-78	52	28	source	source	VERB
cet-78	52	29	the	the	DET
cet-78	52	30	biomass	biomass	NOUN
cet-78	52	31	for	for	ADP
cet-78	52	32	biofuel	biofuel	NOUN
cet-78	52	33	from	from	ADP
cet-78	52	34	the	the	DET
cet-78	52	35	19	19	NUM
cet-78	52	36	regions	region	NOUN
cet-78	52	37	,	,	PUNCT
cet-78	52	38	what	what	DET
cet-78	52	39	kind	kind	NOUN
cet-78	52	40	of	of	ADP
cet-78	52	41	land	land	NOUN
cet-78	52	42	to	to	PART
cet-78	52	43	convert	convert	VERB
cet-78	52	44	,	,	PUNCT
cet-78	52	45	and	and	CCONJ
cet-78	52	46	how	how	SCONJ
cet-78	52	47	much	much	ADJ
cet-78	52	48	of	of	ADP
cet-78	52	49	each	each	DET
cet-78	52	50	type	type	NOUN
cet-78	52	51	of	of	ADP
cet-78	52	52	land	land	NOUN
cet-78	52	53	to	to	PART
cet-78	52	54	convert	convert	VERB
cet-78	52	55	in	in	ADP
cet-78	52	56	each	each	DET
cet-78	52	57	region	region	NOUN
cet-78	52	58	.	.	PUNCT
cet-78	53	1	gtap	gtap	NOUN
cet-78	53	2	variables	variable	NOUN
cet-78	53	3	include	include	VERB
cet-78	53	4	commodity	commodity	NOUN
cet-78	53	5	and	and	CCONJ
cet-78	53	6	factor	factor	NOUN
cet-78	53	7	prices	price	NOUN
cet-78	53	8	,	,	PUNCT
cet-78	53	9	factor	factor	NOUN
cet-78	53	10	transformations	transformation	NOUN
cet-78	53	11	,	,	PUNCT
cet-78	53	12	regional	regional	ADJ
cet-78	53	13	account	account	NOUN
cet-78	53	14	balances	balance	NOUN
cet-78	53	15	,	,	PUNCT
cet-78	53	16	regional	regional	ADJ
cet-78	53	17	output	output	NOUN
cet-78	53	18	as	as	ADV
cet-78	53	19	well	well	ADV
cet-78	53	20	as	as	ADP
cet-78	53	21	commodity	commodity	NOUN
cet-78	53	22	export	export	NOUN
cet-78	53	23	and	and	CCONJ
cet-78	53	24	import	import	NOUN
cet-78	53	25	rates	rate	NOUN
cet-78	53	26	.	.	PUNCT
cet-78	54	1	figure	figure	VERB
cet-78	54	2	1error	1error	NUM
cet-78	54	3	!	!	PUNCT
cet-78	54	4	reference	reference	NOUN
cet-78	54	5	source	source	NOUN
cet-78	54	6	not	not	PART
cet-78	54	7	found	find	VERB
cet-78	54	8	.	.	PUNCT
cet-78	55	1	shows	show	VERB
cet-78	55	2	a	a	DET
cet-78	55	3	visualization	visualization	NOUN
cet-78	55	4	of	of	ADP
cet-78	55	5	this	this	DET
cet-78	55	6	problem	problem	NOUN
cet-78	55	7	statement	statement	NOUN
cet-78	55	8	.	.	PUNCT
cet-78	56	1	3	3	X
cet-78	56	2	.	.	X
cet-78	56	3	methodology	methodology	NOUN
cet-78	56	4	integrating	integrate	VERB
cet-78	56	5	an	an	DET
cet-78	56	6	lco	lco	NOUN
cet-78	56	7	framework	framework	NOUN
cet-78	56	8	with	with	ADP
cet-78	56	9	the	the	DET
cet-78	56	10	gtap	gtap	PROPN
cet-78	56	11	model	model	NOUN
cet-78	56	12	requires	require	VERB
cet-78	56	13	a	a	DET
cet-78	56	14	variety	variety	NOUN
cet-78	56	15	of	of	ADP
cet-78	56	16	tasks	task	NOUN
cet-78	56	17	and	and	CCONJ
cet-78	56	18	datasets	dataset	NOUN
cet-78	56	19	.	.	PUNCT
cet-78	57	1	we	we	PRON
cet-78	57	2	briefly	briefly	ADV
cet-78	57	3	cover	cover	VERB
cet-78	57	4	here	here	ADV
cet-78	57	5	gtap	gtap	NOUN
cet-78	57	6	,	,	PUNCT
cet-78	57	7	land	land	NOUN
cet-78	57	8	use	use	NOUN
cet-78	57	9	,	,	PUNCT
cet-78	57	10	and	and	CCONJ
cet-78	57	11	land	land	NOUN
cet-78	57	12	value	value	NOUN
cet-78	57	13	data	datum	NOUN
cet-78	57	14	,	,	PUNCT
cet-78	57	15	and	and	CCONJ
cet-78	57	16	the	the	DET
cet-78	57	17	integration	integration	NOUN
cet-78	57	18	of	of	ADP
cet-78	57	19	a	a	DET
cet-78	57	20	luc	luc	PROPN
cet-78	57	21	lco	lco	PROPN
cet-78	57	22	model	model	NOUN
cet-78	57	23	based	base	VERB
cet-78	57	24	on	on	ADP
cet-78	57	25	gtap	gtap	NOUN
cet-78	57	26	into	into	ADP
cet-78	57	27	an	an	DET
cet-78	57	28	optimization	optimization	NOUN
cet-78	57	29	framework	framework	NOUN
cet-78	57	30	.	.	PUNCT
cet-78	58	1	data	datum	NOUN
cet-78	58	2	on	on	ADP
cet-78	58	3	the	the	DET
cet-78	58	4	different	different	ADJ
cet-78	58	5	production	production	NOUN
cet-78	58	6	pathways	pathway	NOUN
cet-78	58	7	were	be	AUX
cet-78	58	8	obtained	obtain	VERB
cet-78	58	9	from	from	ADP
cet-78	58	10	various	various	ADJ
cet-78	58	11	peer	peer	NOUN
cet-78	58	12	-	-	PUNCT
cet-78	58	13	reviewed	review	VERB
cet-78	58	14	literature	literature	NOUN
cet-78	58	15	(	(	PUNCT
cet-78	58	16	gong	gong	NOUN
cet-78	58	17	et	et	PROPN
cet-78	58	18	al	al	PROPN
cet-78	58	19	.	.	PROPN
cet-78	58	20	,	,	PUNCT
cet-78	58	21	2016	2016	NUM
cet-78	58	22	)	)	PUNCT
cet-78	58	23	.	.	PUNCT
cet-78	59	1	the	the	DET
cet-78	59	2	production	production	NOUN
cet-78	59	3	pathways	pathway	NOUN
cet-78	59	4	chosen	choose	VERB
cet-78	59	5	are	be	AUX
cet-78	59	6	as	as	SCONJ
cet-78	59	7	follows	follow	VERB
cet-78	59	8	:	:	PUNCT
cet-78	59	9	for	for	ADP
cet-78	59	10	corn	corn	NOUN
cet-78	59	11	,	,	PUNCT
cet-78	59	12	traditional	traditional	ADJ
cet-78	59	13	dry	dry	ADJ
cet-78	59	14	milling	milling	NOUN
cet-78	59	15	and	and	CCONJ
cet-78	59	16	wet	wet	ADJ
cet-78	59	17	milling	milling	NOUN
cet-78	59	18	to	to	ADP
cet-78	59	19	ethanol	ethanol	NOUN
cet-78	59	20	(	(	PUNCT
cet-78	59	21	accardi	accardi	VERB
cet-78	59	22	et	et	VERB
cet-78	59	23	al	al	PROPN
cet-78	59	24	.	.	PROPN
cet-78	59	25	,	,	PUNCT
cet-78	59	26	2015	2015	NUM
cet-78	59	27	)	)	PUNCT
cet-78	59	28	;	;	PUNCT
cet-78	59	29	for	for	ADP
cet-78	59	30	sugarcane	sugarcane	NOUN
cet-78	59	31	,	,	PUNCT
cet-78	59	32	the	the	DET
cet-78	59	33	traditional	traditional	ADJ
cet-78	59	34	process	process	NOUN
cet-78	59	35	.	.	PUNCT
cet-78	60	1	for	for	ADP
cet-78	60	2	stover	stover	NOUN
cet-78	60	3	,	,	PUNCT
cet-78	60	4	the	the	DET
cet-78	60	5	pretreatment	pretreatment	NOUN
cet-78	60	6	methods	method	NOUN
cet-78	60	7	differed	differ	VERB
cet-78	60	8	:	:	PUNCT
cet-78	60	9	dilute	dilute	VERB
cet-78	60	10	acid	acid	NOUN
cet-78	60	11	(	(	PUNCT
cet-78	60	12	da	da	ADJ
cet-78	60	13	)	)	PUNCT
cet-78	60	14	pretreatment	pretreatment	NOUN
cet-78	60	15	,	,	PUNCT
cet-78	60	16	two	two	NUM
cet-78	60	17	-	-	PUNCT
cet-78	60	18	stage	stage	NOUN
cet-78	60	19	da	da	PROPN
cet-78	60	20	pretreatment	pretreatment	NOUN
cet-78	60	21	,	,	PUNCT
cet-78	60	22	afex	afex	PROPN
cet-78	60	23	pretreatment	pretreatment	NOUN
cet-78	60	24	,	,	PUNCT
cet-78	60	25	and	and	CCONJ
cet-78	60	26	hot	hot	ADJ
cet-78	60	27	water	water	NOUN
cet-78	60	28	pretreatment	pretreatment	NOUN
cet-78	60	29	to	to	ADP
cet-78	60	30	distillation	distillation	NOUN
cet-78	60	31	were	be	AUX
cet-78	60	32	considered	consider	VERB
cet-78	60	33	(	(	PUNCT
cet-78	61	1	humbird	humbird	NOUN
cet-78	61	2	et	et	PROPN
cet-78	61	3	al	al	PROPN
cet-78	61	4	.	.	PROPN
cet-78	61	5	,	,	PUNCT
cet-78	61	6	2011	2011	NUM
cet-78	61	7	)	)	PUNCT
cet-78	61	8	.	.	PUNCT
cet-78	62	1	two	two	NUM
cet-78	62	2	more	more	ADJ
cet-78	62	3	stover	stover	NOUN
cet-78	62	4	pathways	pathway	NOUN
cet-78	62	5	of	of	ADP
cet-78	62	6	da	da	PROPN
cet-78	62	7	pretreatment	pretreatment	NOUN
cet-78	62	8	to	to	ADP
cet-78	62	9	pervaporation	pervaporation	NOUN
cet-78	62	10	and	and	CCONJ
cet-78	62	11	da	da	PROPN
cet-78	62	12	pretreatment	pretreatment	NOUN
cet-78	62	13	with	with	ADP
cet-78	62	14	separate	separate	ADJ
cet-78	62	15	c5	c5	PROPN
cet-78	62	16	/	/	SYM
cet-78	62	17	c6	c6	PROPN
cet-78	62	18	fermentation	fermentation	NOUN
cet-78	62	19	to	to	ADP
cet-78	62	20	distillation	distillation	NOUN
cet-78	62	21	are	be	AUX
cet-78	62	22	also	also	ADV
cet-78	62	23	included	include	VERB
cet-78	62	24	(	(	PUNCT
cet-78	62	25	kazi	kazi	PROPN
cet-78	62	26	et	et	PROPN
cet-78	62	27	al	al	PROPN
cet-78	62	28	.	.	PROPN
cet-78	62	29	,	,	PUNCT
cet-78	62	30	2010	2010	NUM
cet-78	62	31	)	)	PUNCT
cet-78	62	32	.	.	PUNCT
cet-78	63	1	figure	figure	NOUN
cet-78	63	2	1	1	NUM
cet-78	63	3	.	.	PUNCT
cet-78	64	1	visualisation	visualisation	NOUN
cet-78	64	2	of	of	ADP
cet-78	64	3	the	the	DET
cet-78	64	4	problem	problem	NOUN
cet-78	64	5	statement	statement	NOUN
cet-78	64	6	164	164	NUM
cet-78	64	7	da	da	PROPN
cet-78	64	8	pretreatment	pretreatment	NOUN
cet-78	64	9	of	of	ADP
cet-78	64	10	switchgrass	switchgrass	NOUN
cet-78	64	11	to	to	ADP
cet-78	64	12	distillation	distillation	NOUN
cet-78	64	13	is	be	AUX
cet-78	64	14	considered	consider	VERB
cet-78	64	15	.	.	PUNCT
cet-78	65	1	gasification	gasification	NOUN
cet-78	65	2	of	of	ADP
cet-78	65	3	wood	wood	NOUN
cet-78	65	4	chips	chip	NOUN
cet-78	65	5	to	to	ADP
cet-78	65	6	mixed	mixed	ADJ
cet-78	65	7	alcohol	alcohol	NOUN
cet-78	65	8	synthesis	synthesis	NOUN
cet-78	65	9	or	or	CCONJ
cet-78	65	10	acetic	acetic	ADJ
cet-78	65	11	acid	acid	NOUN
cet-78	65	12	synthesis	synthesis	NOUN
cet-78	65	13	and	and	CCONJ
cet-78	65	14	hydrogenation	hydrogenation	NOUN
cet-78	65	15	round	round	VERB
cet-78	65	16	out	out	ADP
cet-78	65	17	the	the	DET
cet-78	65	18	pathway	pathway	NOUN
cet-78	65	19	options	option	NOUN
cet-78	65	20	.	.	PUNCT
cet-78	66	1	the	the	DET
cet-78	66	2	authors	author	NOUN
cet-78	66	3	used	use	VERB
cet-78	66	4	the	the	DET
cet-78	66	5	seventh	seventh	ADJ
cet-78	66	6	version	version	NOUN
cet-78	66	7	of	of	ADP
cet-78	66	8	the	the	DET
cet-78	66	9	gtap	gtap	PROPN
cet-78	66	10	database	database	NOUN
cet-78	66	11	which	which	PRON
cet-78	66	12	contains	contain	VERB
cet-78	66	13	data	datum	NOUN
cet-78	66	14	for	for	ADP
cet-78	66	15	112	112	NUM
cet-78	66	16	regions	region	NOUN
cet-78	66	17	and	and	CCONJ
cet-78	66	18	57	57	NUM
cet-78	66	19	sectors	sector	NOUN
cet-78	66	20	from	from	ADP
cet-78	66	21	2004	2004	NUM
cet-78	66	22	.	.	PUNCT
cet-78	67	1	73	73	NUM
cet-78	67	2	model	model	NOUN
cet-78	67	3	equations	equation	NOUN
cet-78	67	4	comprise	comprise	VERB
cet-78	67	5	gtap	gtap	NOUN
cet-78	67	6	.	.	PUNCT
cet-78	68	1	the	the	DET
cet-78	68	2	authors	author	NOUN
cet-78	68	3	do	do	AUX
cet-78	68	4	not	not	PART
cet-78	68	5	list	list	VERB
cet-78	68	6	them	they	PRON
cet-78	68	7	all	all	PRON
cet-78	68	8	here	here	ADV
cet-78	68	9	.	.	PUNCT
cet-78	69	1	they	they	PRON
cet-78	69	2	can	can	AUX
cet-78	69	3	be	be	AUX
cet-78	69	4	found	find	VERB
cet-78	69	5	in	in	ADP
cet-78	69	6	(	(	PUNCT
cet-78	69	7	hertel	hertel	PROPN
cet-78	69	8	,	,	PUNCT
cet-78	69	9	1997	1997	NUM
cet-78	69	10	)	)	PUNCT
cet-78	69	11	.	.	PUNCT
cet-78	70	1	many	many	ADJ
cet-78	70	2	of	of	ADP
cet-78	70	3	the	the	DET
cet-78	70	4	equations	equation	NOUN
cet-78	70	5	involve	involve	VERB
cet-78	70	6	bilinear	bilinear	NOUN
cet-78	70	7	and/or	and/or	CCONJ
cet-78	70	8	nonconvex	nonconvex	NOUN
cet-78	70	9	functions	function	NOUN
cet-78	70	10	.	.	PUNCT
cet-78	71	1	for	for	ADP
cet-78	71	2	example	example	NOUN
cet-78	71	3	,	,	PUNCT
cet-78	71	4	consider	consider	VERB
cet-78	71	5	the	the	DET
cet-78	71	6	unit	unit	NOUN
cet-78	71	7	cost	cost	NOUN
cet-78	71	8	function	function	NOUN
cet-78	71	9	for	for	ADP
cet-78	71	10	endowment	endowment	ADJ
cet-78	71	11	commodities	commodity	NOUN
cet-78	71	12	f	f	PROPN
cet-78	71	13	for	for	ADP
cet-78	71	14	sector	sector	NOUN
cet-78	71	15	g	g	PROPN
cet-78	71	16	in	in	ADP
cet-78	71	17	region	region	NOUN
cet-78	71	18	r	r	NOUN
cet-78	71	19	:	:	PUNCT
cet-78	71	20			NOUN
cet-78	71	21			PROPN
cet-78	71	22	1	1	NUM
cet-78	71	23	11	11	NUM
cet-78	71	24	,	,	PUNCT
cet-78	71	25	,	,	PUNCT
cet-78	71	26	f	f	PROPN
cet-78	71	27	gr	gr	PROPN
cet-78	71	28	fgr	fgr	PROPN
cet-78	71	29	fgr	fgr	PROPN
cet-78	71	30	f	f	PROPN
cet-78	71	31	cf	cf	NOUN
cet-78	71	32	ppf	ppf	PROPN
cet-78	71	33	g	g	PROPN
cet-78	71	34	r	r	NOUN
cet-78	71	35			NOUN
cet-78	71	36			NOUN
cet-78	72	1			ADJ
cet-78	72	2			PROPN
cet-78	72	3			PROPN
cet-78	72	4			PROPN
cet-78	72	5			PROPN
cet-78	72	6			NUM
cet-78	72	7			PROPN
cet-78	72	8			NOUN
cet-78	72	9			X
cet-78	72	10	(	(	PUNCT
cet-78	72	11	1	1	X
cet-78	72	12	)	)	PUNCT
cet-78	72	13	cfg	cfg	PROPN
cet-78	72	14	rand	rand	NOUN
cet-78	72	15	ppffgr	ppffgr	ADV
cet-78	72	16	are	be	AUX
cet-78	72	17	variables	variable	NOUN
cet-78	72	18	,	,	PUNCT
cet-78	72	19	and	and	CCONJ
cet-78	72	20	η	η	PROPN
cet-78	72	21	is	be	AUX
cet-78	72	22	a	a	DET
cet-78	72	23	price	price	NOUN
cet-78	72	24	elasticity	elasticity	NOUN
cet-78	72	25	factor	factor	NOUN
cet-78	72	26	that	that	PRON
cet-78	72	27	can	can	AUX
cet-78	72	28	range	range	VERB
cet-78	72	29	anywhere	anywhere	ADV
cet-78	72	30	between	between	ADP
cet-78	72	31	zero	zero	NUM
cet-78	72	32	and	and	CCONJ
cet-78	72	33	a	a	DET
cet-78	72	34	large	large	ADJ
cet-78	72	35	positive	positive	ADJ
cet-78	72	36	number	number	NOUN
cet-78	72	37	.	.	PUNCT
cet-78	73	1	the	the	DET
cet-78	73	2	above	above	ADJ
cet-78	73	3	nonlinear	nonlinear	ADJ
cet-78	73	4	and	and	CCONJ
cet-78	73	5	nonconvex	nonconvex	NOUN
cet-78	73	6	equation	equation	NOUN
cet-78	73	7	is	be	AUX
cet-78	73	8	a	a	DET
cet-78	73	9	typical	typical	ADJ
cet-78	73	10	cge	cge	PROPN
cet-78	73	11	model	model	NOUN
cet-78	73	12	equation	equation	NOUN
cet-78	73	13	.	.	PUNCT
cet-78	74	1	other	other	ADJ
cet-78	74	2	unit	unit	NOUN
cet-78	74	3	cost	cost	NOUN
cet-78	74	4	functions	function	NOUN
cet-78	74	5	calculate	calculate	VERB
cet-78	74	6	the	the	DET
cet-78	74	7	unit	unit	NOUN
cet-78	74	8	cost	cost	NOUN
cet-78	74	9	of	of	ADP
cet-78	74	10	a	a	DET
cet-78	74	11	bundle	bundle	NOUN
cet-78	74	12	of	of	ADP
cet-78	74	13	domestic	domestic	ADJ
cet-78	74	14	and	and	CCONJ
cet-78	74	15	imported	import	VERB
cet-78	74	16	commodities	commodity	NOUN
cet-78	74	17	within	within	ADP
cet-78	74	18	a	a	DET
cet-78	74	19	region	region	NOUN
cet-78	74	20	where	where	SCONJ
cet-78	74	21	multiple	multiple	ADJ
cet-78	74	22	commodity	commodity	NOUN
cet-78	74	23	price	price	NOUN
cet-78	74	24	variables	variable	NOUN
cet-78	74	25	are	be	AUX
cet-78	74	26	multiplied	multiply	VERB
cet-78	74	27	together	together	ADV
cet-78	74	28	,	,	PUNCT
cet-78	74	29	creating	create	VERB
cet-78	74	30	bilinear	bilinear	NOUN
cet-78	74	31	or	or	CCONJ
cet-78	74	32	trilinear	trilinear	ADJ
cet-78	74	33	terms	term	NOUN
cet-78	74	34	.	.	PUNCT
cet-78	75	1	integration	integration	NOUN
cet-78	75	2	of	of	ADP
cet-78	75	3	cge	cge	PROPN
cet-78	75	4	equations	equation	NOUN
cet-78	75	5	will	will	AUX
cet-78	75	6	result	result	VERB
cet-78	75	7	in	in	ADP
cet-78	75	8	a	a	DET
cet-78	75	9	large	large	ADJ
cet-78	75	10	-	-	PUNCT
cet-78	75	11	scale	scale	NOUN
cet-78	75	12	nonlinear	nonlinear	ADJ
cet-78	75	13	programming	programming	NOUN
cet-78	75	14	(	(	PUNCT
cet-78	75	15	nlp	nlp	NOUN
cet-78	75	16	)	)	PUNCT
cet-78	75	17	problem	problem	NOUN
cet-78	75	18	.	.	PUNCT
cet-78	76	1	gtap	gtap	PROPN
cet-78	76	2	data	data	PROPN
cet-78	76	3	is	be	AUX
cet-78	76	4	constantly	constantly	ADV
cet-78	76	5	updated	update	VERB
cet-78	76	6	,	,	PUNCT
cet-78	76	7	and	and	CCONJ
cet-78	76	8	users	user	NOUN
cet-78	76	9	augment	augment	VERB
cet-78	76	10	the	the	DET
cet-78	76	11	model	model	NOUN
cet-78	76	12	with	with	ADP
cet-78	76	13	data	datum	NOUN
cet-78	76	14	relevant	relevant	ADJ
cet-78	76	15	to	to	ADP
cet-78	76	16	what	what	PRON
cet-78	76	17	they	they	PRON
cet-78	76	18	wish	wish	VERB
cet-78	76	19	to	to	PART
cet-78	76	20	study	study	VERB
cet-78	76	21	,	,	PUNCT
cet-78	76	22	but	but	CCONJ
cet-78	76	23	the	the	DET
cet-78	76	24	core	core	PROPN
cet-78	76	25	model	model	NOUN
cet-78	76	26	equations	equation	NOUN
cet-78	76	27	do	do	AUX
cet-78	76	28	not	not	PART
cet-78	76	29	change	change	VERB
cet-78	76	30	.	.	PUNCT
cet-78	77	1	the	the	DET
cet-78	77	2	authors	author	NOUN
cet-78	77	3	aggregated	aggregate	VERB
cet-78	77	4	all	all	DET
cet-78	77	5	data	datum	NOUN
cet-78	77	6	into	into	ADP
cet-78	77	7	19	19	NUM
cet-78	77	8	regions	region	NOUN
cet-78	77	9	and	and	CCONJ
cet-78	77	10	26	26	NUM
cet-78	77	11	sectors	sector	NOUN
cet-78	77	12	,	,	PUNCT
cet-78	77	13	following	follow	VERB
cet-78	77	14	the	the	DET
cet-78	77	15	aggregation	aggregation	NOUN
cet-78	77	16	routine	routine	NOUN
cet-78	77	17	of	of	ADP
cet-78	77	18	previous	previous	ADJ
cet-78	77	19	iluc	iluc	PROPN
cet-78	77	20	research	research	NOUN
cet-78	77	21	(	(	PUNCT
cet-78	77	22	taheripour	taheripour	NOUN
cet-78	77	23	et	et	PROPN
cet-78	77	24	al	al	PROPN
cet-78	77	25	.	.	PROPN
cet-78	77	26	,	,	PUNCT
cet-78	77	27	2007	2007	NUM
cet-78	77	28	)	)	PUNCT
cet-78	77	29	.	.	PUNCT
cet-78	78	1	some	some	DET
cet-78	78	2	regions	region	NOUN
cet-78	78	3	include	include	VERB
cet-78	78	4	the	the	DET
cet-78	78	5	u.s	u.s	PROPN
cet-78	78	6	.	.	PROPN
cet-78	78	7	,	,	PUNCT
cet-78	78	8	eu-27	eu-27	NOUN
cet-78	78	9	,	,	PUNCT
cet-78	78	10	brazil	brazil	PROPN
cet-78	78	11	,	,	PUNCT
cet-78	78	12	etc	etc	X
cet-78	78	13	.	.	X
cet-78	78	14	,	,	PUNCT
cet-78	78	15	and	and	CCONJ
cet-78	78	16	some	some	DET
cet-78	78	17	sectors	sector	NOUN
cet-78	78	18	include	include	VERB
cet-78	78	19	cereal	cereal	NOUN
cet-78	78	20	grains	grain	NOUN
cet-78	78	21	,	,	PUNCT
cet-78	78	22	chemicals	chemical	NOUN
cet-78	78	23	,	,	PUNCT
cet-78	78	24	sugarcane	sugarcane	NOUN
cet-78	78	25	and	and	CCONJ
cet-78	78	26	sugar	sugar	NOUN
cet-78	78	27	beet	beet	NOUN
cet-78	78	28	,	,	PUNCT
cet-78	78	29	etc	etc	X
cet-78	78	30	.	.	X
cet-78	79	1	the	the	DET
cet-78	79	2	authors	author	NOUN
cet-78	79	3	followed	follow	VERB
cet-78	79	4	rutherford	rutherford	PROPN
cet-78	79	5	’s	’s	PART
cet-78	79	6	(	(	PUNCT
cet-78	79	7	2006	2006	NUM
cet-78	79	8	)	)	PUNCT
cet-78	79	9	method	method	NOUN
cet-78	79	10	to	to	PART
cet-78	79	11	integrate	integrate	VERB
cet-78	79	12	the	the	DET
cet-78	79	13	gtap	gtap	NOUN
cet-78	79	14	model	model	NOUN
cet-78	79	15	into	into	ADP
cet-78	79	16	an	an	DET
cet-78	79	17	optimization	optimization	NOUN
cet-78	79	18	model	model	NOUN
cet-78	79	19	.	.	PUNCT
cet-78	80	1	following	follow	VERB
cet-78	80	2	previous	previous	ADJ
cet-78	80	3	iluc	iluc	PROPN
cet-78	80	4	research	research	NOUN
cet-78	80	5	,	,	PUNCT
cet-78	80	6	we	we	PRON
cet-78	80	7	assume	assume	VERB
cet-78	80	8	ethanol	ethanol	NOUN
cet-78	80	9	produced	produce	VERB
cet-78	80	10	from	from	ADP
cet-78	80	11	biomass	biomass	NOUN
cet-78	80	12	will	will	AUX
cet-78	80	13	be	be	AUX
cet-78	80	14	part	part	NOUN
cet-78	80	15	of	of	ADP
cet-78	80	16	the	the	DET
cet-78	80	17	“	"	PUNCT
cet-78	80	18	chemicals	chemical	NOUN
cet-78	80	19	,	,	PUNCT
cet-78	80	20	rubber	rubber	NOUN
cet-78	80	21	,	,	PUNCT
cet-78	80	22	plastic	plastic	NOUN
cet-78	80	23	products	product	NOUN
cet-78	80	24	”	"	PUNCT
cet-78	80	25	sector	sector	NOUN
cet-78	80	26	.	.	PUNCT
cet-78	81	1	integration	integration	NOUN
cet-78	81	2	of	of	ADP
cet-78	81	3	the	the	DET
cet-78	81	4	gtap	gtap	NOUN
cet-78	81	5	database	database	NOUN
cet-78	81	6	and	and	CCONJ
cet-78	81	7	model	model	NOUN
cet-78	81	8	equations	equation	NOUN
cet-78	81	9	into	into	ADP
cet-78	81	10	an	an	DET
cet-78	81	11	lco	lco	NOUN
cet-78	81	12	framework	framework	NOUN
cet-78	81	13	involved	involve	VERB
cet-78	81	14	data	datum	NOUN
cet-78	81	15	collection	collection	NOUN
cet-78	81	16	,	,	PUNCT
cet-78	81	17	modifying	modify	VERB
cet-78	81	18	the	the	DET
cet-78	81	19	core	core	ADJ
cet-78	81	20	gtap	gtap	NOUN
cet-78	81	21	equations	equation	NOUN
cet-78	81	22	and	and	CCONJ
cet-78	81	23	data	datum	NOUN
cet-78	81	24	,	,	PUNCT
cet-78	81	25	and	and	CCONJ
cet-78	81	26	formulating	formulate	VERB
cet-78	81	27	a	a	DET
cet-78	81	28	luc	luc	PROPN
cet-78	81	29	calculation	calculation	NOUN
cet-78	81	30	module	module	NOUN
cet-78	81	31	that	that	PRON
cet-78	81	32	can	can	AUX
cet-78	81	33	be	be	AUX
cet-78	81	34	seamlessly	seamlessly	ADV
cet-78	81	35	figure	figure	VERB
cet-78	81	36	2	2	NUM
cet-78	81	37	:	:	PUNCT
cet-78	81	38	visualization	visualization	NOUN
cet-78	81	39	of	of	ADP
cet-78	81	40	the	the	DET
cet-78	81	41	integration	integration	NOUN
cet-78	81	42	of	of	ADP
cet-78	81	43	gtap	gtap	NOUN
cet-78	81	44	and	and	CCONJ
cet-78	81	45	lco	lco	NOUN
cet-78	81	46	modelling	model	VERB
cet-78	81	47	frameworks	framework	NOUN
cet-78	81	48	integrated	integrate	VERB
cet-78	81	49	into	into	ADP
cet-78	81	50	the	the	DET
cet-78	81	51	gtap	gtap	PROPN
cet-78	81	52	model	model	NOUN
cet-78	81	53	.	.	PUNCT
cet-78	82	1	the	the	DET
cet-78	82	2	core	core	PROPN
cet-78	82	3	gtap	gtap	NOUN
cet-78	82	4	database	database	NOUN
cet-78	82	5	has	have	VERB
cet-78	82	6	a	a	DET
cet-78	82	7	single	single	ADJ
cet-78	82	8	“	"	PUNCT
cet-78	82	9	land	land	NOUN
cet-78	82	10	”	"	PUNCT
cet-78	82	11	factor	factor	NOUN
cet-78	82	12	of	of	ADP
cet-78	82	13	production	production	NOUN
cet-78	82	14	and	and	CCONJ
cet-78	82	15	does	do	AUX
cet-78	82	16	not	not	PART
cet-78	82	17	include	include	VERB
cet-78	82	18	data	datum	NOUN
cet-78	82	19	related	relate	VERB
cet-78	82	20	to	to	ADP
cet-78	82	21	land	land	NOUN
cet-78	82	22	use	use	NOUN
cet-78	82	23	,	,	PUNCT
cet-78	82	24	such	such	ADJ
cet-78	82	25	as	as	ADP
cet-78	82	26	land	land	NOUN
cet-78	82	27	cover	cover	NOUN
cet-78	82	28	,	,	PUNCT
cet-78	82	29	land	land	NOUN
cet-78	82	30	type	type	NOUN
cet-78	82	31	distribution	distribution	NOUN
cet-78	82	32	,	,	PUNCT
cet-78	82	33	and	and	CCONJ
cet-78	82	34	economic	economic	ADJ
cet-78	82	35	values	value	NOUN
cet-78	82	36	of	of	ADP
cet-78	82	37	different	different	ADJ
cet-78	82	38	kinds	kind	NOUN
cet-78	82	39	of	of	ADP
cet-78	82	40	land	land	NOUN
cet-78	82	41	.	.	PUNCT
cet-78	83	1	these	these	DET
cet-78	83	2	data	datum	NOUN
cet-78	83	3	were	be	AUX
cet-78	83	4	taken	take	VERB
cet-78	83	5	from	from	ADP
cet-78	83	6	a	a	DET
cet-78	83	7	number	number	NOUN
cet-78	83	8	of	of	ADP
cet-78	83	9	sources	source	NOUN
cet-78	83	10	,	,	PUNCT
cet-78	83	11	and	and	CCONJ
cet-78	83	12	integrated	integrate	VERB
cet-78	83	13	into	into	ADP
cet-78	83	14	the	the	DET
cet-78	83	15	model	model	NOUN
cet-78	83	16	.	.	PUNCT
cet-78	84	1	land	land	NOUN
cet-78	84	2	is	be	AUX
cet-78	84	3	divided	divide	VERB
cet-78	84	4	into	into	ADP
cet-78	84	5	18	18	NUM
cet-78	84	6	agro	agro	ADJ
cet-78	84	7	-	-	PUNCT
cet-78	84	8	ecological	ecological	ADJ
cet-78	84	9	zones	zone	NOUN
cet-78	84	10	(	(	PUNCT
cet-78	84	11	aez	aez	NOUN
cet-78	84	12	)	)	PUNCT
cet-78	84	13	and	and	CCONJ
cet-78	84	14	7	7	NUM
cet-78	84	15	land	land	NOUN
cet-78	84	16	types	type	NOUN
cet-78	84	17	.	.	PUNCT
cet-78	85	1	the	the	DET
cet-78	85	2	land	land	NOUN
cet-78	85	3	types	type	NOUN
cet-78	85	4	considered	consider	VERB
cet-78	85	5	in	in	ADP
cet-78	85	6	this	this	DET
cet-78	85	7	work	work	NOUN
cet-78	85	8	include	include	VERB
cet-78	85	9	cropland	cropland	NOUN
cet-78	85	10	,	,	PUNCT
cet-78	85	11	forest	forest	NOUN
cet-78	85	12	,	,	PUNCT
cet-78	85	13	pastureland	pastureland	NOUN
cet-78	85	14	,	,	PUNCT
cet-78	85	15	shrub	shrub	NOUN
cet-78	85	16	-	-	PUNCT
cet-78	85	17	land	land	NOUN
cet-78	85	18	,	,	PUNCT
cet-78	85	19	savannah	savannah	NOUN
cet-78	85	20	/	/	SYM
cet-78	85	21	grassland	grassland	NOUN
cet-78	85	22	,	,	PUNCT
cet-78	85	23	built	build	VERB
cet-78	85	24	-	-	PUNCT
cet-78	85	25	up	up	ADP
cet-78	85	26	land	land	NOUN
cet-78	85	27	,	,	PUNCT
cet-78	85	28	and	and	CCONJ
cet-78	85	29	other	other	ADJ
cet-78	85	30	unusable	unusable	ADJ
cet-78	85	31	land	land	NOUN
cet-78	85	32	.	.	PUNCT
cet-78	86	1	we	we	PRON
cet-78	86	2	expanded	expand	VERB
cet-78	86	3	the	the	DET
cet-78	86	4	core	core	NOUN
cet-78	86	5	parameters	parameter	NOUN
cet-78	86	6	to	to	PART
cet-78	86	7	account	account	VERB
cet-78	86	8	for	for	ADP
cet-78	86	9	the	the	DET
cet-78	86	10	18	18	NUM
cet-78	86	11	new	new	ADJ
cet-78	86	12	aezs	aezs	NOUN
cet-78	86	13	instead	instead	ADV
cet-78	86	14	of	of	ADP
cet-78	86	15	just	just	ADV
cet-78	86	16	one	one	NUM
cet-78	86	17	land	land	NOUN
cet-78	86	18	factor	factor	NOUN
cet-78	86	19	of	of	ADP
cet-78	86	20	production	production	NOUN
cet-78	86	21	.	.	PUNCT
cet-78	87	1	we	we	PRON
cet-78	87	2	also	also	ADV
cet-78	87	3	obtained	obtain	VERB
cet-78	87	4	data	datum	NOUN
cet-78	87	5	on	on	ADP
cet-78	87	6	the	the	DET
cet-78	87	7	total	total	ADJ
cet-78	87	8	cultivable	cultivable	ADJ
cet-78	87	9	land	land	NOUN
cet-78	87	10	in	in	ADP
cet-78	87	11	each	each	DET
cet-78	87	12	region	region	NOUN
cet-78	87	13	.	.	PUNCT
cet-78	88	1	an	an	DET
cet-78	88	2	iluc	iluc	PROPN
cet-78	88	3	lco	lco	PROPN
cet-78	88	4	model	model	NOUN
cet-78	88	5	was	be	AUX
cet-78	88	6	constructed	construct	VERB
cet-78	88	7	to	to	PART
cet-78	88	8	be	be	AUX
cet-78	88	9	integrated	integrate	VERB
cet-78	88	10	with	with	ADP
cet-78	88	11	the	the	DET
cet-78	88	12	gtap	gtap	PROPN
cet-78	88	13	model	model	NOUN
cet-78	88	14	,	,	PUNCT
cet-78	88	15	formulated	formulate	VERB
cet-78	88	16	below	below	ADV
cet-78	88	17	.	.	PUNCT
cet-78	89	1	a	a	DET
cet-78	89	2	visualization	visualization	NOUN
cet-78	89	3	of	of	ADP
cet-78	89	4	how	how	SCONJ
cet-78	89	5	the	the	DET
cet-78	89	6	models	model	NOUN
cet-78	89	7	interact	interact	VERB
cet-78	89	8	is	be	AUX
cet-78	89	9	in	in	ADP
cet-78	89	10	figure	figure	NOUN
cet-78	89	11	2	2	NUM
cet-78	89	12	.	.	PUNCT
cet-78	89	13	capitalized	capitalize	VERB
cet-78	89	14	terms	term	NOUN
cet-78	89	15	are	be	AUX
cet-78	89	16	variables	variable	NOUN
cet-78	89	17	,	,	PUNCT
cet-78	89	18	lowercase	lowercase	ADJ
cet-78	89	19	terms	term	NOUN
cet-78	89	20	are	be	AUX
cet-78	89	21	parameters	parameter	NOUN
cet-78	89	22	:	:	PUNCT
cet-78	89	23	min	min	PROPN
cet-78	89	24	ip+dp+lp	ip+dp+lp	PROPN
cet-78	89	25	s.t	s.t	PROPN
cet-78	89	26	.	.	PUNCT
cet-78	90	1			NUM
cet-78	91	1			ADJ
cet-78	91	2	,	,	PUNCT
cet-78	91	3	,	,	PUNCT
cet-78	91	4	,	,	PUNCT
cet-78	91	5	lfr	lfr	PROPN
cet-78	91	6	lfrj	lfrj	PROPN
cet-78	91	7	j	j	PROPN
cet-78	91	8	tnl	tnl	PROPN
cet-78	91	9	nl	nl	PROPN
cet-78	91	10	l	l	PROPN
cet-78	91	11	f	f	PROPN
cet-78	91	12	r	r	NOUN
cet-78	91	13	(	(	PUNCT
cet-78	91	14	2	2	NUM
cet-78	91	15	)	)	PUNCT
cet-78	91	16	,	,	PUNCT
cet-78	91	17	,	,	PUNCT
cet-78	91	18	,	,	PUNCT
cet-78	91	19	lfr	lfr	PROPN
cet-78	91	20	lfrj	lfrj	PROPN
cet-78	91	21	j	j	PROPN
cet-78	91	22	tll	tll	PROPN
cet-78	92	1	ll	ll	AUX
cet-78	92	2	l	l	NOUN
cet-78	92	3	f	f	X
cet-78	92	4	r	r	VERB
cet-78	92	5			ADJ
cet-78	92	6	(	(	PUNCT
cet-78	92	7	3	3	NUM
cet-78	92	8	)	)	PUNCT
cet-78	92	9	,	,	PUNCT
cet-78	92	10	,	,	PUNCT
cet-78	92	11	lfr	lfr	PROPN
cet-78	92	12	lfr	lfr	PROPN
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cet-78	92	22	4	4	NUM
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cet-78	92	24	,	,	PUNCT
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cet-78	92	26	lfr	lfr	PROPN
cet-78	92	27	lfr	lfr	PROPN
cet-78	92	28	l	l	PROPN
cet-78	92	29	l	l	NOUN
cet-78	92	30	tll	tll	PROPN
cet-78	92	31	ld	ld	PROPN
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cet-78	92	33	r	r	VERB
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cet-78	92	35			X
cet-78	92	36	(	(	PUNCT
cet-78	92	37	5	5	X
cet-78	92	38	)	)	PUNCT
cet-78	92	39			NOUN
cet-78	92	40			PROPN
cet-78	92	41	,	,	PUNCT
cet-78	92	42	lfr	lfr	PROPN
cet-78	92	43	lfr	lfr	PROPN
cet-78	92	44	r	r	NOUN
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cet-78	93	1	f	f	PROPN
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cet-78	93	3	tll	tll	PROPN
cet-78	93	4	tcl	tcl	PROPN
cet-78	93	5	r	r	NOUN
cet-78	93	6			NOUN
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cet-78	93	8			X
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cet-78	93	10	6	6	NUM
cet-78	93	11	)	)	SYM
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cet-78	93	19	cr	cr	PROPN
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cet-78	93	21	frcx	frcx	PROPN
cet-78	93	22	cr	cr	PROPN
cet-78	93	23	crf	crf	PROPN
cet-78	93	24	lfrj	lfrj	PROPN
cet-78	94	1	cj	cj	PROPN
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cet-78	94	3	x	x	SYM
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cet-78	94	5	x	x	X
cet-78	94	6	cs	cs	PROPN
cet-78	94	7	c	c	PROPN
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cet-78	94	12	ddgs	ddgs	NOUN
cet-78	94	13	iby	iby	PROPN
cet-78	94	14	nl	nl	PROPN
cet-78	94	15	cs	cs	PROPN
cet-78	94	16	f	f	PROPN
cet-78	94	17	r	r	NOUN
cet-78	94	18	j	j	PROPN
cet-78	94	19	l	l	X
cet-78	94	20	cropland	cropland	VERB
cet-78	94	21			NOUN
cet-78	94	22			PROPN
cet-78	94	23			PROPN
cet-78	94	24			ADJ
cet-78	94	25			VERB
cet-78	94	26			NOUN
cet-78	94	27			VERB
cet-78	94	28			ADJ
cet-78	94	29			VERB
cet-78	94	30			NOUN
cet-78	94	31			PROPN
cet-78	94	32			NOUN
cet-78	94	33			PUNCT
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cet-78	95	3			NOUN
cet-78	95	4			VERB
cet-78	95	5			X
cet-78	95	6	(	(	PUNCT
cet-78	95	7	7	7	X
cet-78	95	8	)	)	PUNCT
cet-78	95	9	r	r	NOUN
cet-78	95	10	frcx	frcx	NOUN
cet-78	95	11	cx	cx	PROPN
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cet-78	95	14	r	r	NOUN
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cet-78	95	16	x	x	SYM
cet-78	95	17	g	g	NOUN
cet-78	95	18	c	c	PROPN
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cet-78	95	20			PROPN
cet-78	95	21			PROPN
cet-78	95	22	(	(	PUNCT
cet-78	95	23	8)	8)	NUM
cet-78	95	24	r	r	NOUN
cet-78	95	25	r	r	NOUN
cet-78	95	26	g	g	NOUN
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cet-78	95	28	(	(	PUNCT
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cet-78	95	30	)	)	PUNCT
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cet-78	95	32	,	,	PUNCT
cet-78	95	33	,	,	PUNCT
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cet-78	95	35	rf	rf	PRON
cet-78	95	36	rfcx	rfcx	PROPN
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cet-78	95	38	x	x	PROPN
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cet-78	95	40	x	x	PUNCT
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cet-78	95	42	c	c	NOUN
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cet-78	96	2	c	c	NOUN
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cet-78	96	8			NUM
cet-78	96	9			NUM
cet-78	96	10			PUNCT
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cet-78	96	16			X
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cet-78	97	1	(	(	PUNCT
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cet-78	97	3	)	)	PUNCT
cet-78	97	4	r	r	NOUN
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cet-78	97	6	r	r	NOUN
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cet-78	97	8	r	r	NOUN
cet-78	97	9	g	g	PROPN
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cet-78	97	11	e	e	NOUN
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cet-78	97	14	(	(	PUNCT
cet-78	97	15	11	11	NUM
cet-78	97	16	)	)	PUNCT
cet-78	97	17			NOUN
cet-78	97	18	1	1	VERB
cet-78	97	19	1	1	NUM
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cet-78	97	21	,	,	PUNCT
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cet-78	97	26	g	g	PROPN
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cet-78	97	33			PROPN
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cet-78	97	35			ADV
cet-78	97	36			PROPN
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cet-78	97	39			NUM
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cet-78	97	41			NOUN
cet-78	97	42			X
cet-78	97	43	(	(	PUNCT
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cet-78	97	45	)	)	PUNCT
cet-78	97	46			NOUN
cet-78	97	47			PUNCT
cet-78	97	48			NOUN
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cet-78	98	4	(	(	PUNCT
cet-78	98	5	1	1	X
cet-78	98	6	)	)	PUNCT
cet-78	98	7	lfr	lfr	PROPN
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cet-78	98	9	lfr	lfr	PROPN
cet-78	98	10	lfr	lfr	PROPN
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cet-78	98	12	lfr	lfr	PROPN
cet-78	98	13	lfr	lfr	PROPN
cet-78	98	14	lfr	lfr	PROPN
cet-78	98	15	lfr	lfr	PROPN
cet-78	99	1	fr	fr	PROPN
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cet-78	99	4	r	r	NOUN
cet-78	99	5	ce	ce	PROPN
cet-78	99	6	tll	tll	PROPN
cet-78	99	7	soc	soc	NOUN
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cet-78	99	9	soc	soc	PROPN
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cet-78	99	11	sslf	sslf	PROPN
cet-78	99	12	sslf	sslf	PROPN
cet-78	99	13	unc	unc	PROPN
cet-78	99	14	tnl	tnl	PROPN
cet-78	99	15	npp	npp	PROPN
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cet-78	99	17			NOUN
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cet-78	99	20			ADJ
cet-78	99	21			ADJ
cet-78	99	22			NOUN
cet-78	99	23			VERB
cet-78	99	24			ADJ
cet-78	99	25			NOUN
cet-78	99	26			PROPN
cet-78	99	27			NOUN
cet-78	99	28			VERB
cet-78	99	29			NOUN
cet-78	99	30			PROPN
cet-78	99	31			NUM
cet-78	99	32			PUNCT
cet-78	99	33			PROPN
cet-78	99	34			NOUN
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cet-78	99	36	(	(	PUNCT
cet-78	99	37	13	13	NUM
cet-78	99	38	)	)	PUNCT
cet-78	99	39			NOUN
cet-78	99	40	1lfr	1lfr	PUNCT
cet-78	99	41	lfr	lfr	X
cet-78	99	42	lfr	lfr	PROPN
cet-78	99	43	l	l	PROPN
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cet-78	99	45	r	r	NOUN
cet-78	99	46	ne	ne	PROPN
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cet-78	99	48	soc	soc	NOUN
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cet-78	99	52			PROPN
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cet-78	99	56			VERB
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cet-78	99	59			NUM
cet-78	99	60			PUNCT
cet-78	99	61			PROPN
cet-78	99	62			NOUN
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cet-78	99	64	(	(	PUNCT
cet-78	99	65	14	14	NUM
cet-78	99	66	)	)	PUNCT
cet-78	99	67	lfr	lfr	PROPN
cet-78	99	68	lfr	lfr	PROPN
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cet-78	99	70	f	f	PROPN
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cet-78	99	72	fe	fe	X
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cet-78	99	76			NOUN
cet-78	99	77			PROPN
cet-78	100	1			PROPN
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cet-78	100	4			CCONJ
cet-78	100	5			PROPN
cet-78	100	6			NOUN
cet-78	100	7			X
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cet-78	100	9	(	(	PUNCT
cet-78	100	10	15	15	NUM
cet-78	100	11	)	)	PUNCT
cet-78	100	12			NOUN
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cet-78	101	7	fr	fr	PROPN
cet-78	101	8	lfrj	lfrj	PROPN
cet-78	101	9	lfr	lfr	PROPN
cet-78	101	10	lj	lj	PROPN
cet-78	101	11	fr	fr	PROPN
cet-78	101	12	fjr	fjr	PROPN
cet-78	101	13	frnl	frnl	PROPN
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cet-78	102	1			PROPN
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cet-78	102	4			NOUN
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cet-78	102	8	)	)	PUNCT
cet-78	102	9			NOUN
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cet-78	103	5	,	,	PUNCT
cet-78	103	6	,	,	PUNCT
cet-78	103	7	fr	fr	PROPN
cet-78	103	8	lfrj	lfrj	PROPN
cet-78	103	9	lfr	lfr	PROPN
cet-78	103	10	lj	lj	PROPN
cet-78	103	11	fr	fr	PROPN
cet-78	103	12	fjr	fjr	PROPN
cet-78	103	13	frll	frll	PROPN
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cet-78	103	19	l	l	NOUN
cet-78	103	20	f	f	PROPN
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cet-78	103	23			NUM
cet-78	103	24			NUM
cet-78	103	25			VERB
cet-78	103	26			ADJ
cet-78	104	1			ADJ
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cet-78	104	3			NOUN
cet-78	104	4			NOUN
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cet-78	104	7	)	)	PUNCT
cet-78	104	8			NOUN
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cet-78	106	4	y	y	PROPN
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cet-78	106	9	p	p	PROPN
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cet-78	107	5			PROPN
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cet-78	107	8			PUNCT
cet-78	107	9			VERB
cet-78	107	10			PROPN
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cet-78	107	12			PUNCT
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cet-78	107	17	18	18	NUM
cet-78	107	18	)	)	PUNCT
cet-78	107	19			PROPN
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cet-78	107	21	ce	ce	PROPN
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cet-78	107	24	tf	tf	PROPN
cet-78	107	25			PROPN
cet-78	107	26			X
cet-78	107	27	(	(	PUNCT
cet-78	107	28	19	19	NUM
cet-78	107	29	)	)	PUNCT
cet-78	107	30	rfcx	rfcx	NOUN
cet-78	107	31	x	x	NOUN
cet-78	108	1	r	r	NOUN
cet-78	108	2	f	f	NOUN
cet-78	108	3	c	c	NOUN
cet-78	108	4	x	x	SYM
cet-78	108	5	ip	ip	NOUN
cet-78	108	6	c	c	PROPN
cet-78	108	7	ipe	ipe	PROPN
cet-78	108	8			PROPN
cet-78	108	9	(	(	PUNCT
cet-78	108	10	20	20	NUM
cet-78	108	11	)	)	PUNCT
cet-78	108	12	rfcx	rfcx	NOUN
cet-78	108	13	x	x	NOUN
cet-78	109	1	r	r	NOUN
cet-78	109	2	f	f	NOUN
cet-78	109	3	c	c	NOUN
cet-78	109	4	x	x	SYM
cet-78	110	1	dp	dp	PROPN
cet-78	110	2	c	c	PROPN
cet-78	110	3	dpe	dpe	PROPN
cet-78	110	4			PROPN
cet-78	110	5	(	(	PUNCT
cet-78	110	6	21	21	NUM
cet-78	110	7	)	)	PUNCT
cet-78	110	8	where	where	SCONJ
cet-78	110	9	set	set	VERB
cet-78	110	10	i	i	PRON
cet-78	110	11	,	,	PUNCT
cet-78	110	12	g	g	PROPN
cet-78	110	13	,	,	PUNCT
cet-78	110	14	j	j	PROPN
cet-78	110	15	represent	represent	VERB
cet-78	110	16	gtap	gtap	NOUN
cet-78	110	17	commodities	commodity	NOUN
cet-78	110	18	/	/	SYM
cet-78	110	19	sectors	sector	NOUN
cet-78	110	20	,	,	PUNCT
cet-78	110	21	l	l	NOUN
cet-78	110	22	is	be	AUX
cet-78	110	23	the	the	DET
cet-78	110	24	set	set	NOUN
cet-78	110	25	of	of	ADP
cet-78	110	26	land	land	NOUN
cet-78	110	27	types	type	NOUN
cet-78	110	28	,	,	PUNCT
cet-78	110	29	f	f	PROPN
cet-78	110	30	is	be	AUX
cet-78	110	31	the	the	DET
cet-78	110	32	set	set	NOUN
cet-78	110	33	of	of	ADP
cet-78	110	34	aezs	aezs	PROPN
cet-78	110	35	,	,	PUNCT
cet-78	110	36	r	r	NOUN
cet-78	110	37	is	be	AUX
cet-78	110	38	the	the	DET
cet-78	110	39	set	set	NOUN
cet-78	110	40	of	of	ADP
cet-78	110	41	regions	region	NOUN
cet-78	110	42	,	,	PUNCT
cet-78	110	43	c	c	PROPN
cet-78	110	44	is	be	AUX
cet-78	110	45	the	the	DET
cet-78	110	46	set	set	NOUN
cet-78	110	47	of	of	ADP
cet-78	110	48	biomass	biomass	NOUN
cet-78	110	49	feedstocks	feedstock	NOUN
cet-78	110	50	,	,	PUNCT
cet-78	110	51	and	and	CCONJ
cet-78	110	52	x	x	PRON
cet-78	110	53	represents	represent	VERB
cet-78	110	54	the	the	DET
cet-78	110	55	set	set	NOUN
cet-78	110	56	of	of	ADP
cet-78	110	57	ethanol	ethanol	NOUN
cet-78	110	58	production	production	NOUN
cet-78	110	59	pathways.ip	pathways.ip	NOUN
cet-78	110	60	represents	represent	VERB
cet-78	110	61	the	the	DET
cet-78	110	62	indirect	indirect	ADJ
cet-78	110	63	processing	processing	NOUN
cet-78	110	64	emissions	emission	NOUN
cet-78	110	65	,	,	PUNCT
cet-78	110	66	dp	dp	VERB
cet-78	110	67	the	the	DET
cet-78	110	68	direct	direct	ADJ
cet-78	110	69	processing	processing	NOUN
cet-78	110	70	emissions	emission	NOUN
cet-78	110	71	,	,	PUNCT
cet-78	110	72	and	and	CCONJ
cet-78	110	73	lp	lp	ADP
cet-78	110	74	the	the	DET
cet-78	110	75	luc	luc	PROPN
cet-78	110	76	emissions	emission	NOUN
cet-78	110	77	.	.	PUNCT
cet-78	111	1	tnllfr	tnllfr	PROPN
cet-78	111	2	represents	represent	VERB
cet-78	111	3	the	the	DET
cet-78	111	4	total	total	ADJ
cet-78	111	5	new	new	ADJ
cet-78	111	6	land	land	NOUN
cet-78	111	7	,	,	PUNCT
cet-78	111	8	and	and	CCONJ
cet-78	111	9	tlllfr	tlllfr	NOUN
cet-78	111	10	represents	represent	VERB
cet-78	111	11	the	the	DET
cet-78	111	12	total	total	ADJ
cet-78	111	13	lost	lose	VERB
cet-78	111	14	land	land	NOUN
cet-78	111	15	.	.	PUNCT
cet-78	112	1	nllfrj	nllfrj	NOUN
cet-78	112	2	is	be	AUX
cet-78	112	3	the	the	DET
cet-78	112	4	amount	amount	NOUN
cet-78	112	5	of	of	ADP
cet-78	112	6	new	new	ADJ
cet-78	112	7	land	land	NOUN
cet-78	112	8	used	use	VERB
cet-78	112	9	by	by	ADP
cet-78	112	10	sector	sector	PROPN
cet-78	112	11	j	j	PROPN
cet-78	112	12	,	,	PUNCT
cet-78	112	13	and	and	CCONJ
cet-78	112	14	lllfrj	lllfrj	NOUN
cet-78	112	15	is	be	AUX
cet-78	112	16	the	the	DET
cet-78	112	17	amount	amount	NOUN
cet-78	112	18	of	of	ADP
cet-78	112	19	lost	lost	ADJ
cet-78	112	20	land	land	NOUN
cet-78	112	21	that	that	PRON
cet-78	112	22	is	be	AUX
cet-78	112	23	no	no	ADV
cet-78	112	24	longer	long	ADV
cet-78	112	25	available	available	ADJ
cet-78	112	26	to	to	PART
cet-78	112	27	sector	sector	VERB
cet-78	112	28	j.	j.	PROPN
cet-78	112	29	ldlfris	ldlfris	PROPN
cet-78	112	30	the	the	DET
cet-78	112	31	original	original	ADJ
cet-78	112	32	land	land	NOUN
cet-78	112	33	distribution	distribution	NOUN
cet-78	112	34	,	,	PUNCT
cet-78	112	35	tclr	tclr	NOUN
cet-78	112	36	is	be	AUX
cet-78	112	37	the	the	DET
cet-78	112	38	total	total	ADJ
cet-78	112	39	cultivable	cultivable	ADJ
cet-78	112	40	land	land	NOUN
cet-78	112	41	of	of	ADP
cet-78	112	42	each	each	DET
cet-78	112	43	region	region	NOUN
cet-78	112	44	,	,	PUNCT
cet-78	112	45	cscj	cscj	PROPN
cet-78	112	46	is	be	AUX
cet-78	112	47	an	an	DET
cet-78	112	48	indicator	indicator	NOUN
cet-78	112	49	that	that	PRON
cet-78	112	50	ties	tie	VERB
cet-78	112	51	crop	crop	NOUN
cet-78	112	52	c	c	NOUN
cet-78	112	53	to	to	PART
cet-78	112	54	sector	sector	PROPN
cet-78	112	55	j	j	PROPN
cet-78	112	56	,	,	PUNCT
cet-78	112	57	cfrcxis	cfrcxi	VERB
cet-78	112	58	the	the	DET
cet-78	112	59	mass	mass	NOUN
cet-78	112	60	of	of	ADP
cet-78	112	61	crop	crop	NOUN
cet-78	112	62	c	c	PROPN
cet-78	112	63	grown	grow	VERB
cet-78	112	64	in	in	ADP
cet-78	112	65	aez	aez	PROPN
cet-78	112	66	f	f	PROPN
cet-78	112	67	in	in	ADP
cet-78	112	68	region	region	NOUN
cet-78	112	69	r	r	NOUN
cet-78	112	70	used	use	VERB
cet-78	112	71	in	in	ADP
cet-78	112	72	ethanol	ethanol	NOUN
cet-78	112	73	production	production	NOUN
cet-78	112	74	pathway	pathway	NOUN
cet-78	112	75	x.	x.	PROPN
cet-78	112	76	ncris	ncris	PROPN
cet-78	112	77	the	the	DET
cet-78	112	78	change	change	NOUN
cet-78	112	79	in	in	ADP
cet-78	112	80	crop	crop	NOUN
cet-78	112	81	yields	yield	NOUN
cet-78	112	82	due	due	ADJ
cet-78	112	83	to	to	PART
cet-78	112	84	yield	yield	VERB
cet-78	112	85	price	price	NOUN
cet-78	112	86	elasticity	elasticity	NOUN
cet-78	112	87	.	.	PUNCT
cet-78	113	1	ibycrfis	ibycrfi	VERB
cet-78	113	2	the	the	DET
cet-78	113	3	yield	yield	NOUN
cet-78	113	4	of	of	ADP
cet-78	113	5	biomass	biomass	NOUN
cet-78	113	6	feedstock	feedstock	NOUN
cet-78	113	7	,	,	PUNCT
cet-78	113	8	ddgs	ddgs	NOUN
cet-78	113	9	is	be	AUX
cet-78	113	10	the	the	DET
cet-78	113	11	yield	yield	NOUN
cet-78	113	12	of	of	ADP
cet-78	113	13	ddgs	ddgs	NOUN
cet-78	113	14	in	in	ADP
cet-78	113	15	corn	corn	NOUN
cet-78	113	16	to	to	ADP
cet-78	113	17	ethanol	ethanol	NOUN
cet-78	113	18	processes	process	NOUN
cet-78	113	19	,	,	PUNCT
cet-78	113	20	gr	gr	X
cet-78	113	21	is	be	AUX
cet-78	113	22	the	the	DET
cet-78	113	23	volume	volume	NOUN
cet-78	113	24	of	of	ADP
cet-78	113	25	ethanol	ethanol	NOUN
cet-78	113	26	produced	produce	VERB
cet-78	113	27	in	in	ADP
cet-78	113	28	region	region	NOUN
cet-78	113	29	r	r	NOUN
cet-78	113	30	,	,	PUNCT
cet-78	113	31	pycx	pycx	NOUN
cet-78	113	32	is	be	AUX
cet-78	113	33	the	the	DET
cet-78	113	34	process	process	NOUN
cet-78	113	35	yield	yield	NOUN
cet-78	113	36	for	for	ADP
cet-78	113	37	converting	convert	VERB
cet-78	113	38	crop	crop	NOUN
cet-78	113	39	c	c	NOUN
cet-78	113	40	into	into	ADP
cet-78	113	41	ethanol	ethanol	NOUN
cet-78	113	42	in	in	ADP
cet-78	113	43	pathway	pathway	NOUN
cet-78	113	44	x	x	NOUN
cet-78	113	45	,	,	PUNCT
cet-78	113	46	and	and	CCONJ
cet-78	113	47	fdem	fdem	NOUN
cet-78	113	48	is	be	AUX
cet-78	113	49	the	the	DET
cet-78	113	50	volumetric	volumetric	ADJ
cet-78	113	51	quota	quota	NOUN
cet-78	113	52	for	for	ADP
cet-78	113	53	bioethanol	bioethanol	NOUN
cet-78	113	54	.	.	PUNCT
cet-78	114	1	smr	smr	NOUN
cet-78	114	2	is	be	AUX
cet-78	114	3	the	the	DET
cet-78	114	4	maximum	maximum	ADJ
cet-78	114	5	amount	amount	NOUN
cet-78	114	6	of	of	ADP
cet-78	114	7	stover	stover	NOUN
cet-78	114	8	that	that	PRON
cet-78	114	9	can	can	AUX
cet-78	114	10	be	be	AUX
cet-78	114	11	harvested	harvest	VERB
cet-78	114	12	sustainably	sustainably	ADV
cet-78	114	13	,	,	PUNCT
cet-78	114	14	fpr	fpr	X
cet-78	114	15	is	be	AUX
cet-78	114	16	the	the	DET
cet-78	114	17	price	price	NOUN
cet-78	114	18	of	of	ADP
cet-78	114	19	bioethanol	bioethanol	NOUN
cet-78	114	20	(	(	PUNCT
cet-78	114	21	in	in	ADP
cet-78	114	22	2004	2004	NUM
cet-78	114	23	usd	usd	NOUN
cet-78	114	24	)	)	PUNCT
cet-78	114	25	,	,	PUNCT
cet-78	114	26	egris	egri	VERB
cet-78	114	27	the	the	DET
cet-78	114	28	value	value	NOUN
cet-78	114	29	of	of	ADP
cet-78	114	30	ethanol	ethanol	NOUN
cet-78	114	31	produced	produce	VERB
cet-78	114	32	,	,	PUNCT
cet-78	114	33	pgr	pgr	PROPN
cet-78	114	34	is	be	AUX
cet-78	114	35	commodity	commodity	NOUN
cet-78	114	36	price	price	NOUN
cet-78	114	37	,	,	PUNCT
cet-78	114	38	and	and	CCONJ
cet-78	114	39	yper	yper	NOUN
cet-78	114	40	is	be	AUX
cet-78	114	41	yield	yield	NOUN
cet-78	114	42	price	price	NOUN
cet-78	114	43	elasticity	elasticity	NOUN
cet-78	114	44	.	.	PUNCT
cet-78	115	1	ce	ce	PROPN
cet-78	115	2	represents	represent	VERB
cet-78	115	3	the	the	DET
cet-78	115	4	co2	co2	NOUN
cet-78	115	5	-	-	PUNCT
cet-78	115	6	eq	eq	NOUN
cet-78	115	7	emissions	emission	NOUN
cet-78	115	8	from	from	ADP
cet-78	115	9	soc	soc	PROPN
cet-78	115	10	loss	loss	NOUN
cet-78	115	11	,	,	PUNCT
cet-78	115	12	soc	soc	NOUN
cet-78	115	13	loss	loss	NOUN
cet-78	115	14	from	from	ADP
cet-78	115	15	the	the	DET
cet-78	115	16	subsoil	subsoil	NOUN
cet-78	115	17	,	,	PUNCT
cet-78	115	18	and	and	CCONJ
cet-78	115	19	from	from	ADP
cet-78	115	20	uncombusted	uncombusted	ADJ
cet-78	115	21	biomass	biomass	NOUN
cet-78	115	22	,	,	PUNCT
cet-78	115	23	nppfr	nppfr	PROPN
cet-78	115	24	is	be	AUX
cet-78	115	25	the	the	DET
cet-78	115	26	net	net	ADJ
cet-78	115	27	primary	primary	ADJ
cet-78	115	28	productivity	productivity	NOUN
cet-78	115	29	of	of	ADP
cet-78	115	30	land	land	NOUN
cet-78	115	31	,	,	PUNCT
cet-78	115	32	soclfr	soclfr	NOUN
cet-78	115	33	is	be	AUX
cet-78	115	34	the	the	DET
cet-78	115	35	soc	soc	NOUN
cet-78	115	36	level	level	NOUN
cet-78	115	37	of	of	ADP
cet-78	115	38	the	the	DET
cet-78	115	39	original	original	ADJ
cet-78	115	40	land	land	NOUN
cet-78	115	41	,	,	PUNCT
cet-78	115	42	slflfr	slflfr	NOUN
cet-78	115	43	is	be	AUX
cet-78	115	44	the	the	DET
cet-78	115	45	soc	soc	NOUN
cet-78	115	46	loss	loss	NOUN
cet-78	115	47	factor	factor	NOUN
cet-78	115	48	,	,	PUNCT
cet-78	115	49	sslflfr	sslflfr	NOUN
cet-78	115	50	is	be	AUX
cet-78	115	51	the	the	DET
cet-78	115	52	subsoil	subsoil	PROPN
cet-78	115	53	soc	soc	NOUN
cet-78	115	54	loss	loss	NOUN
cet-78	115	55	factor	factor	NOUN
cet-78	115	56	,	,	PUNCT
cet-78	115	57	uncclfr	uncclfr	NOUN
cet-78	115	58	is	be	AUX
cet-78	115	59	the	the	DET
cet-78	115	60	mass	mass	NOUN
cet-78	115	61	of	of	ADP
cet-78	115	62	uncombusted	uncombusted	ADJ
cet-78	115	63	biomass	biomass	NOUN
cet-78	115	64	,	,	PUNCT
cet-78	115	65	and	and	CCONJ
cet-78	115	66	cef	cef	PROPN
cet-78	115	67	is	be	AUX
cet-78	115	68	the	the	DET
cet-78	115	69	co2	co2	NOUN
cet-78	115	70	-	-	PUNCT
cet-78	115	71	eq	eq	NOUN
cet-78	115	72	emission	emission	NOUN
cet-78	115	73	factor	factor	NOUN
cet-78	115	74	.	.	PUNCT
cet-78	116	1	ne	ne	PROPN
cet-78	116	2	represents	represent	VERB
cet-78	116	3	the	the	DET
cet-78	116	4	co2	co2	NOUN
cet-78	116	5	-	-	PUNCT
cet-78	116	6	eq	eq	NOUN
cet-78	116	7	emissions	emission	NOUN
cet-78	116	8	from	from	ADP
cet-78	116	9	changes	change	NOUN
cet-78	116	10	in	in	ADP
cet-78	116	11	soil	soil	NOUN
cet-78	116	12	composition	composition	NOUN
cet-78	116	13	,	,	PUNCT
cet-78	116	14	cnf	cnf	PROPN
cet-78	116	15	is	be	AUX
cet-78	116	16	the	the	DET
cet-78	116	17	c	c	NOUN
cet-78	116	18	:	:	PUNCT
cet-78	116	19	n	n	CCONJ
cet-78	116	20	soil	soil	NOUN
cet-78	116	21	ratio	ratio	NOUN
cet-78	116	22	,	,	PUNCT
cet-78	116	23	and	and	CCONJ
cet-78	116	24	nef	nef	PROPN
cet-78	116	25	is	be	AUX
cet-78	116	26	the	the	DET
cet-78	116	27	n2o	n2o	NOUN
cet-78	116	28	co2	co2	NOUN
cet-78	116	29	-	-	PUNCT
cet-78	116	30	eq	eq	NOUN
cet-78	116	31	emissions	emission	NOUN
cet-78	116	32	factor	factor	NOUN
cet-78	116	33	.	.	PUNCT
cet-78	117	1	fe	fe	PROPN
cet-78	117	2	is	be	AUX
cet-78	117	3	the	the	DET
cet-78	117	4	amount	amount	NOUN
cet-78	117	5	of	of	ADP
cet-78	117	6	foregone	foregone	NOUN
cet-78	117	7	co2	co2	NOUN
cet-78	117	8	sequestration	sequestration	NOUN
cet-78	117	9	from	from	ADP
cet-78	117	10	forest	forest	NOUN
cet-78	117	11	growth	growth	NOUN
cet-78	117	12	,	,	PUNCT
cet-78	117	13	represented	represent	VERB
cet-78	117	14	by	by	ADP
cet-78	117	15	fglfr	fglfr	NOUN
cet-78	117	16	.	.	PUNCT
cet-78	118	1	slmlj	slmlj	PROPN
cet-78	118	2	denotes	denote	NOUN
cet-78	118	3	which	which	PRON
cet-78	118	4	sectors	sector	VERB
cet-78	118	5	use	use	VERB
cet-78	118	6	which	which	DET
cet-78	118	7	types	type	NOUN
cet-78	118	8	of	of	ADP
cet-78	118	9	land	land	NOUN
cet-78	118	10	,	,	PUNCT
cet-78	118	11	ftfr	ftfr	NOUN
cet-78	118	12	represents	represent	VERB
cet-78	118	13	factor	factor	NOUN
cet-78	118	14	transformation	transformation	NOUN
cet-78	118	15	price	price	NOUN
cet-78	118	16	changes	change	NOUN
cet-78	118	17	;	;	PUNCT
cet-78	118	18	psfjr	psfjr	NOUN
cet-78	118	19	and	and	CCONJ
cet-78	118	20	pffr	pffr	NOUN
cet-78	118	21	denote	denote	NOUN
cet-78	118	22	sector	sector	NOUN
cet-78	118	23	-	-	PUNCT
cet-78	118	24	specific	specific	ADJ
cet-78	118	25	factor	factor	NOUN
cet-78	118	26	prices	price	NOUN
cet-78	118	27	and	and	CCONJ
cet-78	118	28	regional	regional	ADJ
cet-78	118	29	factor	factor	NOUN
cet-78	118	30	prices	price	NOUN
cet-78	118	31	,	,	PUNCT
cet-78	118	32	and	and	CCONJ
cet-78	118	33	ηfr	ηfr	VERB
cet-78	118	34	ae	ae	PROPN
cet-78	118	35	is	be	AUX
cet-78	118	36	a	a	DET
cet-78	118	37	factor	factor	NOUN
cet-78	118	38	price	price	NOUN
cet-78	118	39	elasticity	elasticity	NOUN
cet-78	118	40	.	.	PUNCT
cet-78	119	1	vomgr	vomgr	NOUN
cet-78	119	2	,	,	PUNCT
cet-78	119	3	rar	rar	NOUN
cet-78	119	4	,	,	PUNCT
cet-78	119	5	ddfmigr	ddfmigr	ADJ
cet-78	119	6	,	,	PUNCT
cet-78	119	7	dxmdirs	dxmdir	NOUN
cet-78	119	8	,	,	PUNCT
cet-78	119	9	and	and	CCONJ
cet-78	119	10	dstir	dstir	PROPN
cet-78	119	11	stand	stand	VERB
cet-78	119	12	for	for	ADP
cet-78	119	13	total	total	ADJ
cet-78	119	14	value	value	NOUN
cet-78	119	15	of	of	ADP
cet-78	119	16	output	output	NOUN
cet-78	119	17	at	at	ADP
cet-78	119	18	market	market	NOUN
cet-78	119	19	prices	price	NOUN
cet-78	119	20	,	,	PUNCT
cet-78	119	21	the	the	DET
cet-78	119	22	regional	regional	ADJ
cet-78	119	23	account	account	NOUN
cet-78	119	24	balance	balance	NOUN
cet-78	119	25	and	and	CCONJ
cet-78	119	26	market	market	NOUN
cet-78	119	27	prices	price	NOUN
cet-78	119	28	,	,	PUNCT
cet-78	119	29	the	the	DET
cet-78	119	30	change	change	NOUN
cet-78	119	31	in	in	ADP
cet-78	119	32	demand	demand	NOUN
cet-78	119	33	for	for	ADP
cet-78	119	34	commodity	commodity	NOUN
cet-78	119	35	i	i	PRON
cet-78	119	36	,	,	PUNCT
cet-78	119	37	the	the	DET
cet-78	119	38	change	change	NOUN
cet-78	119	39	in	in	ADP
cet-78	119	40	exports	export	NOUN
cet-78	119	41	/	/	SYM
cet-78	119	42	imports	import	NOUN
cet-78	119	43	,	,	PUNCT
cet-78	119	44	and	and	CCONJ
cet-78	119	45	demand	demand	NOUN
cet-78	119	46	for	for	ADP
cet-78	119	47	international	international	ADJ
cet-78	119	48	transportation	transportation	NOUN
cet-78	119	49	services	service	NOUN
cet-78	119	50	.	.	PUNCT
cet-78	120	1	finally	finally	ADV
cet-78	120	2	,	,	PUNCT
cet-78	120	3	ipex	ipex	VERB
cet-78	120	4	is	be	AUX
cet-78	120	5	the	the	DET
cet-78	120	6	rate	rate	NOUN
cet-78	120	7	of	of	ADP
cet-78	120	8	indirect	indirect	ADJ
cet-78	120	9	processing	processing	NOUN
cet-78	120	10	emissions	emission	NOUN
cet-78	120	11	of	of	ADP
cet-78	120	12	production	production	NOUN
cet-78	120	13	pathway	pathway	NOUN
cet-78	120	14	x	x	PUNCT
cet-78	120	15	and	and	CCONJ
cet-78	120	16	dpex	dpex	ADJ
cet-78	120	17	is	be	AUX
cet-78	120	18	the	the	DET
cet-78	120	19	rate	rate	NOUN
cet-78	120	20	of	of	ADP
cet-78	120	21	direct	direct	ADJ
cet-78	120	22	processing	processing	NOUN
cet-78	120	23	emissions	emission	NOUN
cet-78	120	24	of	of	ADP
cet-78	120	25	production	production	NOUN
cet-78	120	26	pathway	pathway	NOUN
cet-78	120	27	x.	x.	NOUN
cet-78	120	28	constraint	constraint	PROPN
cet-78	120	29	(	(	PUNCT
cet-78	120	30	4	4	X
cet-78	120	31	)	)	PUNCT
cet-78	120	32	states	state	VERB
cet-78	120	33	that	that	SCONJ
cet-78	120	34	the	the	DET
cet-78	120	35	total	total	ADJ
cet-78	120	36	land	land	NOUN
cet-78	120	37	lost	lose	VERB
cet-78	120	38	in	in	ADP
cet-78	120	39	aez	aez	PROPN
cet-78	120	40	f	f	PROPN
cet-78	120	41	in	in	ADP
cet-78	120	42	region	region	NOUN
cet-78	120	43	r	r	NOUN
cet-78	120	44	must	must	AUX
cet-78	120	45	equal	equal	VERB
cet-78	120	46	the	the	DET
cet-78	120	47	total	total	ADJ
cet-78	120	48	land	land	NOUN
cet-78	120	49	repurposed	repurpose	VERB
cet-78	120	50	in	in	ADP
cet-78	120	51	that	that	DET
cet-78	120	52	aez	aez	NOUN
cet-78	120	53	and	and	CCONJ
cet-78	120	54	region	region	NOUN
cet-78	120	55	.	.	PUNCT
cet-78	121	1	eq(7	eq(7	X
cet-78	121	2	)	)	PUNCT
cet-78	121	3	–	–	PUNCT
cet-78	121	4	eq(12	eq(12	NOUN
cet-78	121	5	)	)	PUNCT
cet-78	121	6	determine	determine	VERB
cet-78	121	7	how	how	SCONJ
cet-78	121	8	much	much	ADJ
cet-78	121	9	of	of	ADP
cet-78	121	10	each	each	DET
cet-78	121	11	type	type	NOUN
cet-78	121	12	of	of	ADP
cet-78	121	13	biomass	biomass	NOUN
cet-78	121	14	to	to	PART
cet-78	121	15	grow	grow	VERB
cet-78	121	16	in	in	ADP
cet-78	121	17	each	each	DET
cet-78	121	18	region	region	NOUN
cet-78	121	19	for	for	ADP
cet-78	121	20	use	use	NOUN
cet-78	121	21	as	as	ADP
cet-78	121	22	a	a	DET
cet-78	121	23	biofuel	biofuel	NOUN
cet-78	121	24	feedstock	feedstock	NOUN
cet-78	121	25	.	.	PUNCT
cet-78	122	1	the	the	DET
cet-78	122	2	authors	author	NOUN
cet-78	122	3	assumed	assume	VERB
cet-78	122	4	33	33	NUM
cet-78	122	5	%	%	NOUN
cet-78	122	6	of	of	ADP
cet-78	122	7	the	the	DET
cet-78	122	8	corn	corn	NOUN
cet-78	122	9	stover	stover	NOUN
cet-78	122	10	may	may	AUX
cet-78	122	11	be	be	AUX
cet-78	122	12	harvested	harvest	VERB
cet-78	122	13	sustainably	sustainably	ADV
cet-78	122	14	in	in	ADP
cet-78	122	15	constraint	constraint	NOUN
cet-78	122	16	166	166	NUM
cet-78	122	17	eq(10	eq(10	PROPN
cet-78	122	18	)	)	PUNCT
cet-78	122	19	.	.	PUNCT
cet-78	123	1	constraint	constraint	VERB
cet-78	123	2	eq(12	eq(12	NOUN
cet-78	123	3	)	)	PUNCT
cet-78	123	4	determines	determine	VERB
cet-78	123	5	changes	change	NOUN
cet-78	123	6	in	in	ADP
cet-78	123	7	crop	crop	NOUN
cet-78	123	8	yields	yield	NOUN
cet-78	123	9	in	in	ADP
cet-78	123	10	response	response	NOUN
cet-78	123	11	to	to	ADP
cet-78	123	12	crop	crop	NOUN
cet-78	123	13	price	price	NOUN
cet-78	123	14	changes	change	NOUN
cet-78	123	15	.	.	PUNCT
cet-78	124	1	eqs(12	eqs(12	ADV
cet-78	124	2	)	)	PUNCT
cet-78	124	3	,	,	PUNCT
cet-78	124	4	(	(	PUNCT
cet-78	124	5	13	13	NUM
cet-78	124	6	)	)	PUNCT
cet-78	124	7	,	,	PUNCT
cet-78	124	8	and	and	CCONJ
cet-78	124	9	(	(	PUNCT
cet-78	124	10	14	14	NUM
cet-78	124	11	)	)	PUNCT
cet-78	124	12	calculate	calculate	NOUN
cet-78	124	13	luc	luc	PROPN
cet-78	124	14	emissions	emission	NOUN
cet-78	124	15	based	base	VERB
cet-78	124	16	on	on	ADP
cet-78	124	17	changes	change	NOUN
cet-78	124	18	in	in	ADP
cet-78	124	19	soc	soc	NOUN
cet-78	124	20	,	,	PUNCT
cet-78	124	21	uncombusted	uncombusted	ADJ
cet-78	124	22	biomass	biomass	NOUN
cet-78	124	23	,	,	PUNCT
cet-78	124	24	and	and	CCONJ
cet-78	124	25	foregone	foregone	NOUN
cet-78	124	26	forest	forest	NOUN
cet-78	124	27	sequestration	sequestration	NOUN
cet-78	124	28	.	.	PUNCT
cet-78	125	1	constraints	constraints	PROPN
cet-78	125	2	eq(16	eq(16	PROPN
cet-78	125	3	)	)	PUNCT
cet-78	125	4	and	and	CCONJ
cet-78	125	5	eq(17	eq(17	PROPN
cet-78	125	6	)	)	PUNCT
cet-78	125	7	state	state	NOUN
cet-78	125	8	that	that	SCONJ
cet-78	125	9	the	the	DET
cet-78	125	10	amount	amount	NOUN
cet-78	125	11	of	of	ADP
cet-78	125	12	each	each	DET
cet-78	125	13	type	type	NOUN
cet-78	125	14	of	of	ADP
cet-78	125	15	land	land	NOUN
cet-78	125	16	gained	gain	VERB
cet-78	125	17	or	or	CCONJ
cet-78	125	18	lost	lose	VERB
cet-78	125	19	must	must	AUX
cet-78	125	20	be	be	AUX
cet-78	125	21	consistent	consistent	ADJ
cet-78	125	22	with	with	ADP
cet-78	125	23	changes	change	NOUN
cet-78	125	24	in	in	ADP
cet-78	125	25	demand	demand	NOUN
cet-78	125	26	for	for	ADP
cet-78	125	27	each	each	DET
cet-78	125	28	type	type	NOUN
cet-78	125	29	of	of	ADP
cet-78	125	30	land	land	NOUN
cet-78	125	31	.	.	PUNCT
cet-78	126	1	constraint	constraint	NOUN
cet-78	126	2	(	(	PUNCT
cet-78	126	3	18	18	NUM
cet-78	126	4	)	)	PUNCT
cet-78	126	5	“	"	PUNCT
cet-78	126	6	shocks	shock	NOUN
cet-78	126	7	”	"	PUNCT
cet-78	126	8	the	the	DET
cet-78	126	9	economy	economy	NOUN
cet-78	126	10	with	with	ADP
cet-78	126	11	production	production	NOUN
cet-78	126	12	of	of	ADP
cet-78	126	13	bioethanol	bioethanol	NOUN
cet-78	126	14	.	.	PUNCT
cet-78	127	1	eq(19	eq(19	PROPN
cet-78	127	2	)	)	PUNCT
cet-78	127	3	,	,	PUNCT
cet-78	127	4	eq(20	eq(20	PROPN
cet-78	127	5	)	)	PUNCT
cet-78	127	6	,	,	PUNCT
cet-78	127	7	and	and	CCONJ
cet-78	127	8	eq(21	eq(21	NOUN
cet-78	127	9	)	)	PUNCT
cet-78	127	10	calculate	calculate	NOUN
cet-78	127	11	luc	luc	PROPN
cet-78	127	12	emissions	emission	NOUN
cet-78	127	13	,	,	PUNCT
cet-78	127	14	and	and	CCONJ
cet-78	127	15	indirect	indirect	ADJ
cet-78	127	16	/	/	SYM
cet-78	127	17	direct	direct	ADJ
cet-78	127	18	processing	processing	NOUN
cet-78	127	19	emissions	emission	NOUN
cet-78	127	20	.	.	PUNCT
cet-78	128	1	4	4	X
cet-78	128	2	.	.	NOUN
cet-78	128	3	results	result	NOUN
cet-78	128	4	and	and	CCONJ
cet-78	128	5	discussion	discussion	NOUN
cet-78	128	6	all	all	DET
cet-78	128	7	experiments	experiment	NOUN
cet-78	128	8	were	be	AUX
cet-78	128	9	performed	perform	VERB
cet-78	128	10	on	on	ADP
cet-78	128	11	a	a	DET
cet-78	128	12	dell	dell	NOUN
cet-78	128	13	optiplex	optiplex	NOUN
cet-78	128	14	790	790	NUM
cet-78	128	15	desktop	desktop	NOUN
cet-78	128	16	pc	pc	NOUN
cet-78	128	17	with	with	ADP
cet-78	128	18	an	an	DET
cet-78	128	19	intel(r	intel(r	NOUN
cet-78	128	20	)	)	PUNCT
cet-78	128	21	core(tm	core(tm	NOUN
cet-78	128	22	)	)	PUNCT
cet-78	128	23	i5	i5	PROPN
cet-78	128	24	-	-	PUNCT
cet-78	128	25	2,400	2,400	NUM
cet-78	128	26	cpu	cpu	NOUN
cet-78	128	27	@	@	ADP
cet-78	128	28	3.10	3.10	NUM
cet-78	128	29	ghz	ghz	NOUN
cet-78	128	30	and	and	CCONJ
cet-78	128	31	8	8	NUM
cet-78	128	32	gb	gb	NOUN
cet-78	128	33	ram	ram	NOUN
cet-78	128	34	.	.	PUNCT
cet-78	129	1	all	all	DET
cet-78	129	2	models	model	NOUN
cet-78	129	3	and	and	CCONJ
cet-78	129	4	solution	solution	NOUN
cet-78	129	5	procedures	procedure	NOUN
cet-78	129	6	were	be	AUX
cet-78	129	7	coded	code	VERB
cet-78	129	8	in	in	ADP
cet-78	129	9	gams	gams	PROPN
cet-78	129	10	24.7.1	24.7.1	NOUN
cet-78	129	11	.	.	PUNCT
cet-78	130	1	the	the	DET
cet-78	130	2	nlp	nlp	NOUN
cet-78	130	3	consisted	consist	VERB
cet-78	130	4	of	of	ADP
cet-78	130	5	more	more	ADJ
cet-78	130	6	than	than	ADP
cet-78	130	7	36,000	36,000	NUM
cet-78	130	8	equations	equation	NOUN
cet-78	130	9	and	and	CCONJ
cet-78	130	10	192,000	192,000	NUM
cet-78	130	11	variables	variable	NOUN
cet-78	130	12	.	.	PUNCT
cet-78	131	1	there	there	PRON
cet-78	131	2	were	be	VERB
cet-78	131	3	over	over	ADP
cet-78	131	4	440,000	440,000	NUM
cet-78	131	5	nonlinear	nonlinear	ADJ
cet-78	131	6	terms	term	NOUN
cet-78	131	7	.	.	PUNCT
cet-78	132	1	the	the	DET
cet-78	132	2	problem	problem	NOUN
cet-78	132	3	was	be	AUX
cet-78	132	4	solved	solve	VERB
cet-78	132	5	with	with	ADP
cet-78	132	6	the	the	DET
cet-78	132	7	knitro	knitro	PROPN
cet-78	132	8	10.0.1	10.0.1	PROPN
cet-78	132	9	solver	solver	VERB
cet-78	132	10	to	to	ADP
cet-78	132	11	local	local	ADJ
cet-78	132	12	optimality	optimality	NOUN
cet-78	132	13	with	with	ADP
cet-78	132	14	feasibility	feasibility	NOUN
cet-78	132	15	tolerances	tolerance	NOUN
cet-78	132	16	of	of	ADP
cet-78	132	17	10	10	NUM
cet-78	132	18	-	-	SYM
cet-78	132	19	5	5	NUM
cet-78	132	20	and	and	CCONJ
cet-78	132	21	optimality	optimality	NOUN
cet-78	132	22	tolerances	tolerance	NOUN
cet-78	132	23	of	of	ADP
cet-78	132	24	10	10	NUM
cet-78	132	25	-	-	SYM
cet-78	132	26	4	4	NUM
cet-78	132	27	.	.	PUNCT
cet-78	133	1	the	the	DET
cet-78	133	2	case	case	NOUN
cet-78	133	3	study	study	NOUN
cet-78	133	4	was	be	AUX
cet-78	133	5	solved	solve	VERB
cet-78	133	6	within	within	ADP
cet-78	133	7	420	420	NUM
cet-78	133	8	cpu	cpu	NOUN
cet-78	133	9	s.	s.	PROPN
cet-78	134	1	the	the	DET
cet-78	134	2	demand	demand	NOUN
cet-78	134	3	of	of	ADP
cet-78	134	4	biofuel	biofuel	NOUN
cet-78	134	5	exactly	exactly	ADV
cet-78	134	6	equalled	equal	VERB
cet-78	134	7	the	the	DET
cet-78	134	8	required	required	ADJ
cet-78	134	9	supply	supply	NOUN
cet-78	134	10	/	/	SYM
cet-78	134	11	quota	quota	NOUN
cet-78	134	12	of	of	ADP
cet-78	134	13	37.9	37.9	NUM
cet-78	134	14	bl	bl	NOUN
cet-78	134	15	/	/	SYM
cet-78	134	16	y.	y.	PROPN
cet-78	134	17	two	two	NUM
cet-78	134	18	-	-	PUNCT
cet-78	134	19	stage	stage	NOUN
cet-78	134	20	dilute	dilute	NOUN
cet-78	134	21	acid	acid	NOUN
cet-78	134	22	pretreatment	pretreatment	NOUN
cet-78	134	23	and	and	CCONJ
cet-78	134	24	afex	afex	PROPN
cet-78	134	25	pretreatment	pretreatment	NOUN
cet-78	134	26	of	of	ADP
cet-78	134	27	corn	corn	NOUN
cet-78	134	28	stover	stover	NOUN
cet-78	134	29	are	be	AUX
cet-78	134	30	the	the	DET
cet-78	134	31	main	main	ADJ
cet-78	134	32	chosen	choose	VERB
cet-78	134	33	processing	processing	NOUN
cet-78	134	34	pathways	pathway	NOUN
cet-78	134	35	to	to	PART
cet-78	134	36	make	make	VERB
cet-78	134	37	the	the	DET
cet-78	134	38	bioethanol	bioethanol	NOUN
cet-78	134	39	.	.	PUNCT
cet-78	135	1	the	the	DET
cet-78	135	2	emissions	emission	NOUN
cet-78	135	3	distribution	distribution	NOUN
cet-78	135	4	for	for	ADP
cet-78	135	5	the	the	DET
cet-78	135	6	case	case	NOUN
cet-78	135	7	study	study	NOUN
cet-78	135	8	is	be	AUX
cet-78	135	9	shown	show	VERB
cet-78	135	10	in	in	ADP
cet-78	135	11	figure	figure	NOUN
cet-78	135	12	3	3	NUM
cet-78	135	13	.	.	PUNCT
cet-78	135	14	indirect	indirect	ADJ
cet-78	135	15	emissions	emission	NOUN
cet-78	135	16	are	be	AUX
cet-78	135	17	negative	negative	ADJ
cet-78	135	18	due	due	ADJ
cet-78	135	19	to	to	ADP
cet-78	135	20	sales	sale	NOUN
cet-78	135	21	of	of	ADP
cet-78	135	22	electricity	electricity	NOUN
cet-78	135	23	from	from	ADP
cet-78	135	24	the	the	DET
cet-78	135	25	process	process	NOUN
cet-78	135	26	to	to	ADP
cet-78	135	27	the	the	DET
cet-78	135	28	grid	grid	NOUN
cet-78	135	29	,	,	PUNCT
cet-78	135	30	displacing	displace	VERB
cet-78	135	31	some	some	DET
cet-78	135	32	energy	energy	NOUN
cet-78	135	33	input	input	NOUN
cet-78	135	34	mix	mix	NOUN
cet-78	135	35	at	at	ADP
cet-78	135	36	the	the	DET
cet-78	135	37	power	power	NOUN
cet-78	135	38	plant	plant	NOUN
cet-78	135	39	.	.	PUNCT
cet-78	136	1	we	we	PRON
cet-78	136	2	assume	assume	VERB
cet-78	136	3	the	the	DET
cet-78	136	4	electricity	electricity	NOUN
cet-78	136	5	that	that	PRON
cet-78	136	6	the	the	DET
cet-78	136	7	plant	plant	NOUN
cet-78	136	8	displaces	displace	VERB
cet-78	136	9	is	be	AUX
cet-78	136	10	generated	generate	VERB
cet-78	136	11	from	from	ADP
cet-78	136	12	the	the	DET
cet-78	136	13	average	average	ADJ
cet-78	136	14	mix	mix	NOUN
cet-78	136	15	of	of	ADP
cet-78	136	16	the	the	DET
cet-78	136	17	us	us	PROPN
cet-78	136	18	electricity	electricity	NOUN
cet-78	136	19	sources	source	NOUN
cet-78	136	20	.	.	PUNCT
cet-78	137	1	net	net	ADJ
cet-78	137	2	emissions	emission	NOUN
cet-78	137	3	are	be	AUX
cet-78	137	4	also	also	ADV
cet-78	137	5	negative	negative	ADJ
cet-78	137	6	at	at	ADP
cet-78	137	7	-4.1	-4.1	X
cet-78	137	8	g	g	NOUN
cet-78	137	9	co2	co2	NOUN
cet-78	137	10	-	-	PUNCT
cet-78	137	11	eq	eq	NOUN
cet-78	137	12	/	/	SYM
cet-78	137	13	mj	mj	NOUN
cet-78	137	14	.	.	PUNCT
cet-78	138	1	small	small	ADJ
cet-78	138	2	capacities	capacity	NOUN
cet-78	138	3	of	of	ADP
cet-78	138	4	other	other	ADJ
cet-78	138	5	technologies	technology	NOUN
cet-78	138	6	are	be	AUX
cet-78	138	7	also	also	ADV
cet-78	138	8	chosen	choose	VERB
cet-78	138	9	to	to	PART
cet-78	138	10	meet	meet	VERB
cet-78	138	11	the	the	DET
cet-78	138	12	increased	increase	VERB
cet-78	138	13	production	production	NOUN
cet-78	138	14	of	of	ADP
cet-78	138	15	each	each	DET
cet-78	138	16	feedstock	feedstock	NOUN
cet-78	138	17	from	from	ADP
cet-78	138	18	the	the	DET
cet-78	138	19	modelled	model	VERB
cet-78	138	20	economic	economic	ADJ
cet-78	138	21	shock	shock	NOUN
cet-78	138	22	.	.	PUNCT
cet-78	139	1	corn	corn	NOUN
cet-78	139	2	stover	stover	NOUN
cet-78	139	3	is	be	AUX
cet-78	139	4	collected	collect	VERB
cet-78	139	5	from	from	ADP
cet-78	139	6	the	the	DET
cet-78	139	7	us	us	PROPN
cet-78	139	8	(	(	PUNCT
cet-78	139	9	60	60	NUM
cet-78	139	10	мt	мt	VERB
cet-78	139	11	)	)	PUNCT
cet-78	139	12	,	,	PUNCT
cet-78	139	13	the	the	DET
cet-78	139	14	eu	eu	PROPN
cet-78	139	15	(	(	PUNCT
cet-78	139	16	12	12	NUM
cet-78	139	17	мt	мt	VERB
cet-78	139	18	)	)	PUNCT
cet-78	139	19	,	,	PUNCT
cet-78	139	20	brazil	brazil	PROPN
cet-78	139	21	(	(	PUNCT
cet-78	139	22	7	7	NUM
cet-78	139	23	мt	мt	VERB
cet-78	139	24	)	)	PUNCT
cet-78	139	25	,	,	PUNCT
cet-78	139	26	and	and	CCONJ
cet-78	139	27	the	the	DET
cet-78	139	28	china	china	PROPN
cet-78	139	29	+	+	CCONJ
cet-78	139	30	hong	hong	PROPN
cet-78	139	31	kong	kong	PROPN
cet-78	139	32	region	region	NOUN
cet-78	139	33	(	(	PUNCT
cet-78	139	34	23	23	NUM
cet-78	139	35	мt	мt	VERB
cet-78	139	36	)	)	PUNCT
cet-78	139	37	.	.	PUNCT
cet-78	140	1	iluc	iluc	PROPN
cet-78	140	2	emissions	emission	NOUN
cet-78	140	3	account	account	VERB
cet-78	140	4	for	for	ADP
cet-78	140	5	1.5	1.5	NUM
cet-78	140	6	g	g	NOUN
cet-78	140	7	co2	co2	NOUN
cet-78	140	8	-	-	PUNCT
cet-78	140	9	eq	eq	NOUN
cet-78	140	10	/	/	SYM
cet-78	140	11	mj	mj	NOUN
cet-78	140	12	of	of	ADP
cet-78	140	13	life	life	NOUN
cet-78	140	14	cycle	cycle	NOUN
cet-78	140	15	emissions	emission	NOUN
cet-78	140	16	,	,	PUNCT
cet-78	140	17	and	and	CCONJ
cet-78	140	18	direct	direct	ADJ
cet-78	140	19	processing	processing	NOUN
cet-78	140	20	at	at	ADP
cet-78	140	21	the	the	DET
cet-78	140	22	facility	facility	NOUN
cet-78	140	23	contributes	contribute	VERB
cet-78	140	24	5.2	5.2	NUM
cet-78	140	25	g	g	NOUN
cet-78	140	26	co2eq	co2eq	NUM
cet-78	140	27	/	/	SYM
cet-78	140	28	mj	mj	PROPN
cet-78	140	29	.	.	PROPN
cet-78	140	30	196,000	196,000	NUM
cet-78	140	31	ha	ha	INTJ
cet-78	140	32	across	across	ADP
cet-78	140	33	the	the	DET
cet-78	140	34	globe	globe	NOUN
cet-78	140	35	of	of	ADP
cet-78	140	36	pastureland	pastureland	PROPN
cet-78	140	37	and	and	CCONJ
cet-78	140	38	8,100	8,100	NUM
cet-78	140	39	ha	ha	INTJ
cet-78	140	40	of	of	ADP
cet-78	140	41	forests	forest	NOUN
cet-78	140	42	are	be	AUX
cet-78	140	43	converted	convert	VERB
cet-78	140	44	to	to	ADP
cet-78	140	45	cropland	cropland	NOUN
cet-78	140	46	.	.	PUNCT
cet-78	141	1	the	the	DET
cet-78	141	2	additional	additional	ADJ
cet-78	141	3	cropland	cropland	NOUN
cet-78	141	4	is	be	AUX
cet-78	141	5	largely	largely	ADV
cet-78	141	6	cultivated	cultivate	VERB
cet-78	141	7	to	to	PART
cet-78	141	8	accommodate	accommodate	VERB
cet-78	141	9	the	the	DET
cet-78	141	10	increase	increase	NOUN
cet-78	141	11	in	in	ADP
cet-78	141	12	demand	demand	NOUN
cet-78	141	13	of	of	ADP
cet-78	141	14	various	various	ADJ
cet-78	141	15	crops	crop	NOUN
cet-78	141	16	due	due	ADP
cet-78	141	17	to	to	ADP
cet-78	141	18	the	the	DET
cet-78	141	19	increase	increase	NOUN
cet-78	141	20	in	in	ADP
cet-78	141	21	ethanol	ethanol	NOUN
cet-78	141	22	production	production	NOUN
cet-78	141	23	.	.	PUNCT
cet-78	142	1	prices	price	NOUN
cet-78	142	2	of	of	ADP
cet-78	142	3	all	all	DET
cet-78	142	4	commodities	commodity	NOUN
cet-78	142	5	around	around	ADP
cet-78	142	6	the	the	DET
cet-78	142	7	world	world	NOUN
cet-78	142	8	rise	rise	VERB
cet-78	142	9	slightly	slightly	ADV
cet-78	142	10	,	,	PUNCT
cet-78	142	11	increasing	increase	VERB
cet-78	142	12	food	food	NOUN
cet-78	142	13	prices	price	NOUN
cet-78	142	14	slightly	slightly	ADV
cet-78	142	15	,	,	PUNCT
cet-78	142	16	and	and	CCONJ
cet-78	142	17	galvanizing	galvanize	VERB
cet-78	142	18	additional	additional	ADJ
cet-78	142	19	crop	crop	NOUN
cet-78	142	20	production	production	NOUN
cet-78	142	21	.	.	PUNCT
cet-78	143	1	figure	figure	NOUN
cet-78	143	2	3	3	NUM
cet-78	143	3	.	.	NOUN
cet-78	144	1	results	result	NOUN
cet-78	144	2	of	of	ADP
cet-78	144	3	the	the	DET
cet-78	144	4	case	case	NOUN
cet-78	144	5	study	study	NOUN
cet-78	144	6	corn	corn	NOUN
cet-78	144	7	stover	stover	NOUN
cet-78	144	8	is	be	AUX
cet-78	144	9	the	the	DET
cet-78	144	10	key	key	ADJ
cet-78	144	11	feedstock	feedstock	NOUN
cet-78	144	12	as	as	SCONJ
cet-78	144	13	iluc	iluc	PROPN
cet-78	144	14	emissions	emission	NOUN
cet-78	144	15	of	of	ADP
cet-78	144	16	corn	corn	NOUN
cet-78	144	17	stover	stover	NOUN
cet-78	144	18	are	be	AUX
cet-78	144	19	marginal	marginal	ADJ
cet-78	144	20	.	.	PUNCT
cet-78	145	1	no	no	DET
cet-78	145	2	new	new	ADJ
cet-78	145	3	cropland	cropland	NOUN
cet-78	145	4	was	be	AUX
cet-78	145	5	needed	need	VERB
cet-78	145	6	–	–	PUNCT
cet-78	145	7	the	the	DET
cet-78	145	8	current	current	ADJ
cet-78	145	9	supply	supply	NOUN
cet-78	145	10	of	of	ADP
cet-78	145	11	corn	corn	NOUN
cet-78	145	12	stover	stover	NOUN
cet-78	145	13	in	in	ADP
cet-78	145	14	the	the	DET
cet-78	145	15	large	large	ADJ
cet-78	145	16	corn	corn	NOUN
cet-78	145	17	-	-	PUNCT
cet-78	145	18	producing	produce	VERB
cet-78	145	19	regions	region	NOUN
cet-78	145	20	is	be	AUX
cet-78	145	21	enough	enough	ADJ
cet-78	145	22	to	to	PART
cet-78	145	23	produce	produce	VERB
cet-78	145	24	37.9	37.9	NUM
cet-78	145	25	bl	bl	ADJ
cet-78	145	26	/	/	SYM
cet-78	145	27	y	y	PROPN
cet-78	145	28	ethanol	ethanol	NOUN
cet-78	145	29	.	.	PUNCT
cet-78	146	1	tthe	tthe	PRON
cet-78	146	2	iluc	iluc	PROPN
cet-78	146	3	emissions	emission	NOUN
cet-78	146	4	of	of	ADP
cet-78	146	5	corn	corn	NOUN
cet-78	146	6	stover	stover	NOUN
cet-78	146	7	ethanol	ethanol	NOUN
cet-78	146	8	represent	represent	VERB
cet-78	146	9	the	the	DET
cet-78	146	10	emissions	emission	NOUN
cet-78	146	11	from	from	ADP
cet-78	146	12	luc	luc	PROPN
cet-78	146	13	brought	bring	VERB
cet-78	146	14	about	about	ADP
cet-78	146	15	by	by	ADP
cet-78	146	16	changes	change	NOUN
cet-78	146	17	in	in	ADP
cet-78	146	18	the	the	DET
cet-78	146	19	economy	economy	NOUN
cet-78	146	20	.	.	PUNCT
cet-78	147	1	the	the	DET
cet-78	147	2	luc	luc	PROPN
cet-78	147	3	emissions	emission	NOUN
cet-78	147	4	rate	rate	NOUN
cet-78	147	5	of	of	ADP
cet-78	147	6	1.5	1.5	NUM
cet-78	147	7	g	g	NOUN
cet-78	147	8	co2	co2	NOUN
cet-78	147	9	-	-	PUNCT
cet-78	147	10	eq	eq	NOUN
cet-78	147	11	/	/	SYM
cet-78	147	12	mj	mj	NOUN
cet-78	147	13	is	be	AUX
cet-78	147	14	in	in	ADP
cet-78	147	15	line	line	NOUN
cet-78	147	16	with	with	ADP
cet-78	147	17	previous	previous	ADJ
cet-78	147	18	estimates	estimate	NOUN
cet-78	147	19	.	.	PUNCT
cet-78	148	1	the	the	DET
cet-78	148	2	estimate	estimate	NOUN
cet-78	148	3	is	be	AUX
cet-78	148	4	on	on	ADP
cet-78	148	5	the	the	DET
cet-78	148	6	lower	low	ADJ
cet-78	148	7	end	end	NOUN
cet-78	148	8	of	of	ADP
cet-78	148	9	the	the	DET
cet-78	148	10	estimates	estimate	NOUN
cet-78	148	11	presented	present	VERB
cet-78	148	12	by	by	ADP
cet-78	148	13	previous	previous	ADJ
cet-78	148	14	studies	study	NOUN
cet-78	148	15	,	,	PUNCT
cet-78	148	16	which	which	PRON
cet-78	148	17	is	be	AUX
cet-78	148	18	not	not	PART
cet-78	148	19	surprising	surprising	ADJ
cet-78	148	20	considering	consider	VERB
cet-78	148	21	our	our	PRON
cet-78	148	22	goal	goal	NOUN
cet-78	148	23	is	be	AUX
cet-78	148	24	minimization	minimization	NOUN
cet-78	148	25	of	of	ADP
cet-78	148	26	emissions	emission	NOUN
cet-78	148	27	.	.	PUNCT
cet-78	149	1	importantly	importantly	ADV
cet-78	149	2	,	,	PUNCT
cet-78	149	3	the	the	DET
cet-78	149	4	life	life	NOUN
cet-78	149	5	cycle	cycle	NOUN
cet-78	149	6	ghg	ghg	PROPN
cet-78	149	7	emissions	emission	NOUN
cet-78	149	8	are	be	AUX
cet-78	149	9	dominated	dominate	VERB
cet-78	149	10	by	by	ADP
cet-78	149	11	direct	direct	ADJ
cet-78	149	12	processing	processing	NOUN
cet-78	149	13	emissions	emission	NOUN
cet-78	149	14	and	and	CCONJ
cet-78	149	15	indirect	indirect	ADJ
cet-78	149	16	processing	processing	NOUN
cet-78	149	17	emissions	emission	NOUN
cet-78	149	18	.	.	PUNCT
cet-78	150	1	the	the	DET
cet-78	150	2	results	result	NOUN
cet-78	150	3	provide	provide	VERB
cet-78	150	4	two	two	NUM
cet-78	150	5	key	key	ADJ
cet-78	150	6	findings	finding	NOUN
cet-78	150	7	.	.	PUNCT
cet-78	151	1	one	one	NUM
cet-78	151	2	,	,	PUNCT
cet-78	151	3	the	the	DET
cet-78	151	4	iluc	iluc	PROPN
cet-78	151	5	emissions	emission	NOUN
cet-78	151	6	rate	rate	NOUN
cet-78	151	7	of	of	ADP
cet-78	151	8	corn	corn	NOUN
cet-78	151	9	stover	stover	NOUN
cet-78	151	10	is	be	AUX
cet-78	151	11	low	low	ADJ
cet-78	151	12	.	.	PUNCT
cet-78	152	1	second	second	ADJ
cet-78	152	2	,	,	PUNCT
cet-78	152	3	if	if	SCONJ
cet-78	152	4	minimization	minimization	NOUN
cet-78	152	5	of	of	ADP
cet-78	152	6	life	life	NOUN
cet-78	152	7	cycle	cycle	NOUN
cet-78	152	8	emissions	emission	NOUN
cet-78	152	9	is	be	AUX
cet-78	152	10	the	the	DET
cet-78	152	11	goal	goal	NOUN
cet-78	152	12	,	,	PUNCT
cet-78	152	13	then	then	ADV
cet-78	152	14	more	more	ADJ
cet-78	152	15	focus	focus	NOUN
cet-78	152	16	must	must	AUX
cet-78	152	17	be	be	AUX
cet-78	152	18	directed	direct	VERB
cet-78	152	19	towards	towards	ADP
cet-78	152	20	more	more	ADV
cet-78	152	21	efficient	efficient	ADJ
cet-78	152	22	and	and	CCONJ
cet-78	152	23	cleaner	clean	ADJ
cet-78	152	24	processing	processing	NOUN
cet-78	152	25	methods	method	NOUN
cet-78	152	26	,	,	PUNCT
cet-78	152	27	as	as	SCONJ
cet-78	152	28	direct	direct	ADJ
cet-78	152	29	processing	processing	NOUN
cet-78	152	30	emissions	emission	NOUN
cet-78	152	31	are	be	AUX
cet-78	152	32	more	more	ADJ
cet-78	152	33	than	than	ADP
cet-78	152	34	three	three	NUM
cet-78	152	35	times	time	NOUN
cet-78	152	36	larger	large	ADJ
cet-78	152	37	than	than	ADP
cet-78	152	38	iluc	iluc	PROPN
cet-78	152	39	emissions	emission	NOUN
cet-78	152	40	.	.	PUNCT
cet-78	153	1	the	the	DET
cet-78	153	2	process	process	NOUN
cet-78	153	3	also	also	ADV
cet-78	153	4	produces	produce	VERB
cet-78	153	5	extra	extra	ADJ
cet-78	153	6	electricity	electricity	NOUN
cet-78	153	7	.	.	PUNCT
cet-78	154	1	if	if	SCONJ
cet-78	154	2	this	this	DET
cet-78	154	3	electricity	electricity	NOUN
cet-78	154	4	is	be	AUX
cet-78	154	5	used	use	VERB
cet-78	154	6	to	to	PART
cet-78	154	7	sequester	sequester	VERB
cet-78	154	8	or	or	CCONJ
cet-78	154	9	capture	capture	VERB
cet-78	154	10	co2	co2	NOUN
cet-78	154	11	-	-	PUNCT
cet-78	154	12	eq	eq	NOUN
cet-78	154	13	emissions	emission	NOUN
cet-78	154	14	,	,	PUNCT
cet-78	154	15	then	then	ADV
cet-78	154	16	life	life	NOUN
cet-78	154	17	cycle	cycle	NOUN
cet-78	154	18	ghg	ghg	PROPN
cet-78	154	19	emissions	emission	NOUN
cet-78	154	20	could	could	AUX
cet-78	154	21	decrease	decrease	VERB
cet-78	154	22	even	even	ADV
cet-78	154	23	further	far	ADV
cet-78	154	24	.	.	PUNCT
cet-78	155	1	large	large	ADJ
cet-78	155	2	decreases	decrease	NOUN
cet-78	155	3	in	in	ADP
cet-78	155	4	forest	forest	NOUN
cet-78	155	5	cover	cover	NOUN
cet-78	155	6	for	for	ADP
cet-78	155	7	the	the	DET
cet-78	155	8	u.	u.	NOUN
cet-78	155	9	(	(	PUNCT
cet-78	155	10	~	~	SYM
cet-78	155	11	7,000	7,000	NUM
cet-78	155	12	ha	ha	NOUN
cet-78	155	13	)	)	PUNCT
cet-78	155	14	and	and	CCONJ
cet-78	155	15	russian	russian	PROPN
cet-78	155	16	federation	federation	PROPN
cet-78	155	17	(	(	PUNCT
cet-78	155	18	~16,000	~16,000	X
cet-78	155	19	ha	ha	X
cet-78	155	20	)	)	PUNCT
cet-78	155	21	were	be	AUX
cet-78	155	22	observed	observe	VERB
cet-78	155	23	.	.	PUNCT
cet-78	156	1	afforestation	afforestation	NOUN
cet-78	156	2	occurred	occur	VERB
cet-78	156	3	in	in	ADP
cet-78	156	4	canada	canada	PROPN
cet-78	156	5	(	(	PUNCT
cet-78	156	6	~	~	SYM
cet-78	156	7	8,000	8,000	NUM
cet-78	156	8	ha	ha	NOUN
cet-78	156	9	)	)	PUNCT
cet-78	156	10	as	as	ADV
cet-78	156	11	well	well	ADV
cet-78	156	12	as	as	ADP
cet-78	156	13	south	south	ADJ
cet-78	156	14	and	and	CCONJ
cet-78	156	15	other	other	ADJ
cet-78	156	16	americas	america	NOUN
cet-78	156	17	(	(	PUNCT
cet-78	156	18	~3,000	~3,000	NOUN
cet-78	156	19	ha	ha	INTJ
cet-78	156	20	)	)	PUNCT
cet-78	156	21	.	.	PUNCT
cet-78	157	1	conversion	conversion	NOUN
cet-78	157	2	of	of	ADP
cet-78	157	3	pastureland	pastureland	NOUN
cet-78	157	4	in	in	ADP
cet-78	157	5	the	the	DET
cet-78	157	6	u.s	u.s	PROPN
cet-78	157	7	.	.	PROPN
cet-78	157	8	(	(	PUNCT
cet-78	157	9	~125,000	~125,000	PROPN
cet-78	157	10	ha	ha	INTJ
cet-78	157	11	)	)	PUNCT
cet-78	157	12	,	,	PUNCT
cet-78	157	13	brazil	brazil	PROPN
cet-78	157	14	(	(	PUNCT
cet-78	157	15	~5,000	~5,000	NUM
cet-78	157	16	ha	ha	INTJ
cet-78	157	17	)	)	PUNCT
cet-78	157	18	,	,	PUNCT
cet-78	157	19	china	china	PROPN
cet-78	157	20	and	and	CCONJ
cet-78	157	21	hong	hong	PROPN
cet-78	157	22	kong	kong	PROPN
cet-78	157	23	(	(	PUNCT
cet-78	157	24	~3,000	~3,000	PROPN
cet-78	157	25	ha	ha	INTJ
cet-78	157	26	)	)	PUNCT
cet-78	157	27	,	,	PUNCT
cet-78	157	28	and	and	CCONJ
cet-78	157	29	south	south	NOUN
cet-78	157	30	and	and	CCONJ
cet-78	157	31	other	other	ADJ
cet-78	157	32	americas	america	NOUN
cet-78	157	33	(	(	PUNCT
cet-78	157	34	~3,000	~3,000	X
cet-78	157	35	ha	ha	INTJ
cet-78	157	36	)	)	PUNCT
cet-78	157	37	to	to	ADP
cet-78	157	38	cropland	cropland	NOUN
cet-78	157	39	,	,	PUNCT
cet-78	157	40	was	be	AUX
cet-78	157	41	by	by	ADP
cet-78	157	42	far	far	ADV
cet-78	157	43	the	the	DET
cet-78	157	44	largest	large	ADJ
cet-78	157	45	contributor	contributor	NOUN
cet-78	157	46	to	to	ADP
cet-78	157	47	luc	luc	PROPN
cet-78	157	48	.	.	PUNCT
cet-78	158	1	price	price	NOUN
cet-78	158	2	increases	increase	NOUN
cet-78	158	3	in	in	ADP
cet-78	158	4	cropping	crop	VERB
cet-78	158	5	sectors	sector	NOUN
cet-78	158	6	outpaced	outpace	VERB
cet-78	158	7	those	those	PRON
cet-78	158	8	of	of	ADP
cet-78	158	9	livestock	livestock	NOUN
cet-78	158	10	and	and	CCONJ
cet-78	158	11	animal	animal	NOUN
cet-78	158	12	product	product	NOUN
cet-78	158	13	sectors	sector	NOUN
cet-78	158	14	,	,	PUNCT
cet-78	158	15	so	so	SCONJ
cet-78	158	16	the	the	DET
cet-78	158	17	conversion	conversion	NOUN
cet-78	158	18	of	of	ADP
cet-78	158	19	pastureland	pastureland	NOUN
cet-78	158	20	to	to	ADP
cet-78	158	21	cropland	cropland	NOUN
cet-78	158	22	is	be	AUX
cet-78	158	23	expected	expect	VERB
cet-78	158	24	.	.	PUNCT
cet-78	159	1	these	these	DET
cet-78	159	2	anticipated	anticipate	VERB
cet-78	159	3	changes	change	NOUN
cet-78	159	4	in	in	ADP
cet-78	159	5	land	land	NOUN
cet-78	159	6	use	use	NOUN
cet-78	159	7	guide	guide	NOUN
cet-78	159	8	policymakers	policymaker	NOUN
cet-78	159	9	and	and	CCONJ
cet-78	159	10	relevant	relevant	ADJ
cet-78	159	11	industries	industry	NOUN
cet-78	159	12	on	on	ADP
cet-78	159	13	what	what	PRON
cet-78	159	14	to	to	PART
cet-78	159	15	expect	expect	VERB
cet-78	159	16	.	.	PUNCT
cet-78	160	1	the	the	DET
cet-78	160	2	more	more	ADJ
cet-78	160	3	knowledge	knowledge	NOUN
cet-78	160	4	different	different	ADJ
cet-78	160	5	actors	actor	NOUN
cet-78	160	6	in	in	ADP
cet-78	160	7	the	the	DET
cet-78	160	8	biofuels	biofuel	NOUN
cet-78	160	9	life	life	NOUN
cet-78	160	10	cycle	cycle	NOUN
cet-78	160	11	have	have	VERB
cet-78	160	12	,	,	PUNCT
cet-78	160	13	the	the	PRON
cet-78	160	14	better	well	ADJ
cet-78	160	15	they	they	PRON
cet-78	160	16	will	will	AUX
cet-78	160	17	be	be	AUX
cet-78	160	18	able	able	ADJ
cet-78	160	19	to	to	PART
cet-78	160	20	understand	understand	VERB
cet-78	160	21	luc	luc	PROPN
cet-78	160	22	effects	effect	NOUN
cet-78	160	23	of	of	ADP
cet-78	160	24	biofuels	biofuel	NOUN
cet-78	160	25	,	,	PUNCT
cet-78	160	26	and	and	CCONJ
cet-78	160	27	they	they	PRON
cet-78	160	28	will	will	AUX
cet-78	160	29	be	be	AUX
cet-78	160	30	better	well	ADV
cet-78	160	31	able	able	ADJ
cet-78	160	32	to	to	PART
cet-78	160	33	mitigate	mitigate	VERB
cet-78	160	34	these	these	DET
cet-78	160	35	effects	effect	NOUN
cet-78	160	36	.	.	PUNCT
cet-78	161	1	this	this	DET
cet-78	161	2	model	model	NOUN
cet-78	161	3	provides	provide	VERB
cet-78	161	4	an	an	DET
cet-78	161	5	optimal	optimal	ADJ
cet-78	161	6	scenario	scenario	NOUN
cet-78	161	7	for	for	ADP
cet-78	161	8	the	the	DET
cet-78	161	9	luc	luc	PROPN
cet-78	161	10	emissions	emission	NOUN
cet-78	161	11	of	of	ADP
cet-78	161	12	biofuels	biofuel	NOUN
cet-78	161	13	,	,	PUNCT
cet-78	161	14	so	so	SCONJ
cet-78	161	15	results	result	NOUN
cet-78	161	16	can	can	AUX
cet-78	161	17	be	be	AUX
cet-78	161	18	seen	see	VERB
cet-78	161	19	as	as	ADP
cet-78	161	20	a	a	DET
cet-78	161	21	“	"	PUNCT
cet-78	161	22	best	good	ADJ
cet-78	161	23	case	case	NOUN
cet-78	161	24	”	"	PUNCT
cet-78	161	25	scenario	scenario	NOUN
cet-78	161	26	.	.	PUNCT
cet-78	162	1	167	167	NUM
cet-78	162	2	5	5	NUM
cet-78	162	3	.	.	PUNCT
cet-78	162	4	conclusion	conclusion	VERB
cet-78	162	5	a	a	DET
cet-78	162	6	novel	novel	ADJ
cet-78	162	7	land	land	NOUN
cet-78	162	8	use	use	NOUN
cet-78	162	9	change	change	NOUN
cet-78	162	10	(	(	PUNCT
cet-78	162	11	luc	luc	PROPN
cet-78	162	12	)	)	PUNCT
cet-78	162	13	life	life	NOUN
cet-78	162	14	cycle	cycle	NOUN
cet-78	162	15	optimization	optimization	NOUN
cet-78	162	16	(	(	PUNCT
cet-78	162	17	lco	lco	NOUN
cet-78	162	18	)	)	PUNCT
cet-78	162	19	modelling	model	VERB
cet-78	162	20	framework	framework	NOUN
cet-78	162	21	was	be	AUX
cet-78	162	22	developed	develop	VERB
cet-78	162	23	.	.	PUNCT
cet-78	163	1	this	this	DET
cet-78	163	2	model	model	NOUN
cet-78	163	3	integrated	integrate	VERB
cet-78	163	4	lco	lco	NOUN
cet-78	163	5	methodology	methodology	NOUN
cet-78	163	6	with	with	ADP
cet-78	163	7	state	state	NOUN
cet-78	163	8	-	-	PUNCT
cet-78	163	9	of	of	ADP
cet-78	163	10	-	-	PUNCT
cet-78	163	11	the	the	DET
cet-78	163	12	-	-	PUNCT
cet-78	163	13	art	art	NOUN
cet-78	163	14	luc	luc	PROPN
cet-78	163	15	emissions	emission	NOUN
cet-78	163	16	characterization	characterization	NOUN
cet-78	163	17	and	and	CCONJ
cet-78	163	18	calculation	calculation	NOUN
cet-78	163	19	techniques	technique	NOUN
cet-78	163	20	.	.	PUNCT
cet-78	164	1	these	these	DET
cet-78	164	2	techniques	technique	NOUN
cet-78	164	3	included	include	VERB
cet-78	164	4	the	the	DET
cet-78	164	5	use	use	NOUN
cet-78	164	6	of	of	ADP
cet-78	164	7	computable	computable	ADJ
cet-78	164	8	general	general	ADJ
cet-78	164	9	equilibrium	equilibrium	NOUN
cet-78	164	10	(	(	PUNCT
cet-78	164	11	cge	cge	NOUN
cet-78	164	12	)	)	PUNCT
cet-78	164	13	models	model	NOUN
cet-78	164	14	to	to	PART
cet-78	164	15	determine	determine	VERB
cet-78	164	16	lucs	lucs	NOUN
cet-78	164	17	before	before	ADP
cet-78	164	18	and	and	CCONJ
cet-78	164	19	after	after	ADP
cet-78	164	20	some	some	DET
cet-78	164	21	economic	economic	ADJ
cet-78	164	22	shock	shock	NOUN
cet-78	164	23	.	.	PUNCT
cet-78	165	1	in	in	ADP
cet-78	165	2	this	this	DET
cet-78	165	3	case	case	NOUN
cet-78	165	4	,	,	PUNCT
cet-78	165	5	the	the	DET
cet-78	165	6	economic	economic	ADJ
cet-78	165	7	shock	shock	NOUN
cet-78	165	8	was	be	AUX
cet-78	165	9	an	an	DET
cet-78	165	10	increase	increase	NOUN
cet-78	165	11	in	in	ADP
cet-78	165	12	ethanol	ethanol	NOUN
cet-78	165	13	production	production	NOUN
cet-78	165	14	.	.	PUNCT
cet-78	166	1	five	five	NUM
cet-78	166	2	different	different	ADJ
cet-78	166	3	biomass	biomass	NOUN
cet-78	166	4	feedstocks	feedstock	NOUN
cet-78	166	5	and	and	CCONJ
cet-78	166	6	fourteen	fourteen	NUM
cet-78	166	7	different	different	ADJ
cet-78	166	8	ethanol	ethanol	NOUN
cet-78	166	9	production	production	NOUN
cet-78	166	10	pathways	pathway	NOUN
cet-78	166	11	were	be	AUX
cet-78	166	12	considered	consider	VERB
cet-78	166	13	.	.	PUNCT
cet-78	167	1	production	production	NOUN
cet-78	167	2	of	of	ADP
cet-78	167	3	ethanol	ethanol	NOUN
cet-78	167	4	via	via	ADP
cet-78	167	5	two	two	NUM
cet-78	167	6	-	-	PUNCT
cet-78	167	7	stage	stage	NOUN
cet-78	167	8	dilute	dilute	NOUN
cet-78	167	9	acid	acid	NOUN
cet-78	167	10	pretreatment	pretreatment	NOUN
cet-78	167	11	and	and	CCONJ
cet-78	167	12	afex	afex	PROPN
cet-78	167	13	pretreatment	pretreatment	NOUN
cet-78	167	14	and	and	CCONJ
cet-78	167	15	upgrading	upgrading	NOUN
cet-78	167	16	of	of	ADP
cet-78	167	17	corn	corn	NOUN
cet-78	167	18	stover	stover	NOUN
cet-78	167	19	was	be	AUX
cet-78	167	20	shown	show	VERB
cet-78	167	21	to	to	PART
cet-78	167	22	have	have	VERB
cet-78	167	23	the	the	DET
cet-78	167	24	lowest	low	ADJ
cet-78	167	25	life	life	NOUN
cet-78	167	26	cycle	cycle	NOUN
cet-78	167	27	greenhouse	greenhouse	NOUN
cet-78	167	28	gas	gas	NOUN
cet-78	167	29	(	(	PUNCT
cet-78	167	30	ghg	ghg	PROPN
cet-78	167	31	)	)	PUNCT
cet-78	167	32	emissions	emission	NOUN
cet-78	167	33	at	at	ADP
cet-78	167	34	37.9	37.9	NUM
cet-78	167	35	bl	bl	NOUN
cet-78	167	36	/	/	SYM
cet-78	167	37	y	y	PROPN
cet-78	167	38	us	us	PROPN
cet-78	167	39	bioethanol	bioethanol	NOUN
cet-78	167	40	.	.	PUNCT
cet-78	168	1	iluc	iluc	NOUN
cet-78	168	2	emissions	emission	NOUN
cet-78	168	3	from	from	ADP
cet-78	168	4	this	this	DET
cet-78	168	5	scenario	scenario	NOUN
cet-78	168	6	accounted	account	VERB
cet-78	168	7	for	for	ADP
cet-78	168	8	1.5	1.5	NUM
cet-78	168	9	g	g	NOUN
cet-78	168	10	co2	co2	NOUN
cet-78	168	11	-	-	PUNCT
cet-78	168	12	eq	eq	NOUN
cet-78	168	13	/	/	SYM
cet-78	168	14	mj	mj	NOUN
cet-78	168	15	,	,	PUNCT
cet-78	168	16	and	and	CCONJ
cet-78	168	17	direct	direct	ADJ
cet-78	168	18	processing	processing	NOUN
cet-78	168	19	emissions	emission	NOUN
cet-78	168	20	contributed	contribute	VERB
cet-78	168	21	5.2	5.2	NUM
cet-78	168	22	g	g	NOUN
cet-78	168	23	co2	co2	NOUN
cet-78	168	24	-	-	PUNCT
cet-78	168	25	eq	eq	NOUN
cet-78	168	26	/	/	SYM
cet-78	168	27	mj	mj	NOUN
cet-78	168	28	.	.	PUNCT
cet-78	169	1	this	this	DET
cet-78	169	2	result	result	NOUN
cet-78	169	3	signals	signal	VERB
cet-78	169	4	that	that	SCONJ
cet-78	169	5	improvements	improvement	NOUN
cet-78	169	6	in	in	ADP
cet-78	169	7	processing	processing	NOUN
cet-78	169	8	efficiencies	efficiency	NOUN
cet-78	169	9	and/or	and/or	CCONJ
cet-78	169	10	emissions	emission	NOUN
cet-78	169	11	reduction	reduction	NOUN
cet-78	169	12	technologies	technology	NOUN
cet-78	169	13	could	could	AUX
cet-78	169	14	have	have	VERB
cet-78	169	15	the	the	DET
cet-78	169	16	largest	large	ADJ
cet-78	169	17	impact	impact	NOUN
cet-78	169	18	on	on	ADP
cet-78	169	19	minimizing	minimize	VERB
cet-78	169	20	life	life	NOUN
cet-78	169	21	cycle	cycle	NOUN
cet-78	169	22	emissions	emission	NOUN
cet-78	169	23	of	of	ADP
cet-78	169	24	biofuels	biofuel	NOUN
cet-78	169	25	.	.	PUNCT
cet-78	170	1	the	the	DET
cet-78	170	2	net	net	ADJ
cet-78	170	3	emissions	emission	NOUN
cet-78	170	4	rate	rate	NOUN
cet-78	170	5	was	be	AUX
cet-78	170	6	-4.2	-4.2	NOUN
cet-78	170	7	g	g	ADP
cet-78	170	8	co2	co2	NOUN
cet-78	170	9	-	-	PUNCT
cet-78	170	10	eq	eq	NOUN
cet-78	170	11	/	/	SYM
cet-78	170	12	mj	mj	PROPN
cet-78	170	13	,	,	PUNCT
cet-78	170	14	stemming	stem	VERB
cet-78	170	15	from	from	ADP
cet-78	170	16	a	a	DET
cet-78	170	17	ghg	ghg	PROPN
cet-78	170	18	emissions	emission	NOUN
cet-78	170	19	“	"	PUNCT
cet-78	170	20	credit	credit	NOUN
cet-78	170	21	”	"	PUNCT
cet-78	170	22	by	by	ADP
cet-78	170	23	selling	sell	VERB
cet-78	170	24	excess	excess	ADJ
cet-78	170	25	electricity	electricity	NOUN
cet-78	170	26	produced	produce	VERB
cet-78	170	27	back	back	ADV
cet-78	170	28	to	to	ADP
cet-78	170	29	the	the	DET
cet-78	170	30	electrical	electrical	ADJ
cet-78	170	31	grid	grid	NOUN
cet-78	170	32	.	.	PUNCT
cet-78	171	1	the	the	DET
cet-78	171	2	developed	develop	VERB
cet-78	171	3	model	model	NOUN
cet-78	171	4	laid	lay	VERB
cet-78	171	5	the	the	DET
cet-78	171	6	groundwork	groundwork	NOUN
cet-78	171	7	for	for	ADP
cet-78	171	8	future	future	NOUN
cet-78	171	9	,	,	PUNCT
cet-78	171	10	more	more	ADV
cet-78	171	11	detailed	detailed	ADJ
cet-78	171	12	studies	study	NOUN
cet-78	171	13	on	on	ADP
cet-78	171	14	the	the	DET
cet-78	171	15	iluc	iluc	PROPN
cet-78	171	16	emissions	emission	NOUN
cet-78	171	17	of	of	ADP
cet-78	171	18	biofuels	biofuel	NOUN
cet-78	171	19	and	and	CCONJ
cet-78	171	20	other	other	ADJ
cet-78	171	21	products	product	NOUN
cet-78	171	22	and	and	CCONJ
cet-78	171	23	processes	process	NOUN
cet-78	171	24	.	.	PUNCT
cet-78	172	1	references	reference	NOUN
cet-78	172	2	accardi	accardi	VERB
cet-78	172	3	d.s	d.s	PROPN
cet-78	172	4	.	.	PROPN
cet-78	172	5	,	,	PUNCT
cet-78	172	6	russo	russo	PROPN
cet-78	172	7	p.	p.	PROPN
cet-78	172	8	,	,	PUNCT
cet-78	172	9	lauri	lauri	PROPN
cet-78	172	10	r.	r.	PROPN
cet-78	172	11	,	,	PUNCT
cet-78	172	12	pietrangeli	pietrangeli	PROPN
cet-78	172	13	b.	b.	PROPN
cet-78	172	14	,	,	PUNCT
cet-78	172	15	palma	palma	PROPN
cet-78	172	16	l.d	l.d	PROPN
cet-78	172	17	.	.	PROPN
cet-78	172	18	,	,	PUNCT
cet-78	172	19	2015	2015	NUM
cet-78	172	20	,	,	PUNCT
cet-78	172	21	from	from	ADP
cet-78	172	22	soil	soil	NOUN
cet-78	172	23	remediation	remediation	NOUN
cet-78	172	24	to	to	ADP
cet-78	172	25	biofuel	biofuel	NOUN
cet-78	172	26	:	:	PUNCT
cet-78	172	27	process	process	NOUN
cet-78	172	28	simulation	simulation	NOUN
cet-78	172	29	of	of	ADP
cet-78	172	30	bioethanol	bioethanol	NOUN
cet-78	172	31	production	production	NOUN
cet-78	172	32	from	from	ADP
cet-78	172	33	arundo	arundo	PROPN
cet-78	172	34	donax	donax	PROPN
cet-78	172	35	,	,	PUNCT
cet-78	172	36	chemical	chemical	NOUN
cet-78	172	37	engineering	engineering	NOUN
cet-78	172	38	trans	tran	NOUN
cet-78	172	39	,	,	PUNCT
cet-78	172	40	43	43	NUM
cet-78	172	41	,	,	PUNCT
cet-78	172	42	2167	2167	NUM
cet-78	172	43	-	-	SYM
cet-78	172	44	2172	2172	NUM
cet-78	172	45	.	.	PUNCT
cet-78	173	1	dunn	dunn	PROPN
cet-78	173	2	j.b	j.b	PROPN
cet-78	173	3	.	.	PROPN
cet-78	173	4	,	,	PUNCT
cet-78	173	5	mueller	mueller	PROPN
cet-78	173	6	s.	s.	PROPN
cet-78	173	7	,	,	PUNCT
cet-78	173	8	kwon	kwon	PROPN
cet-78	173	9	h.-y	h.-y	NOUN
cet-78	173	10	.	.	PUNCT
cet-78	173	11	,	,	PUNCT
cet-78	173	12	wang	wang	PROPN
cet-78	173	13	m.q	m.q	PROPN
cet-78	173	14	.	.	PROPN
cet-78	173	15	,	,	PUNCT
cet-78	173	16	2013	2013	NUM
cet-78	173	17	,	,	PUNCT
cet-78	173	18	land	land	NOUN
cet-78	173	19	-	-	PUNCT
cet-78	173	20	use	use	NOUN
cet-78	173	21	change	change	NOUN
cet-78	173	22	and	and	CCONJ
cet-78	173	23	greenhouse	greenhouse	NOUN
cet-78	173	24	gas	gas	NOUN
cet-78	173	25	emissions	emission	NOUN
cet-78	173	26	from	from	ADP
cet-78	173	27	corn	corn	NOUN
cet-78	173	28	and	and	CCONJ
cet-78	173	29	cellulosic	cellulosic	NOUN
cet-78	173	30	ethanol	ethanol	NOUN
cet-78	173	31	,	,	PUNCT
cet-78	173	32	biotechnology	biotechnology	NOUN
cet-78	173	33	for	for	ADP
cet-78	173	34	biofuels	biofuel	NOUN
cet-78	173	35	,	,	PUNCT
cet-78	173	36	6	6	NUM
cet-78	173	37	,	,	PUNCT
cet-78	173	38	51	51	NUM
cet-78	173	39	.	.	PUNCT
cet-78	174	1	garcia	garcia	PROPN
cet-78	174	2	d.j	d.j	PROPN
cet-78	174	3	.	.	PROPN
cet-78	174	4	,	,	PUNCT
cet-78	174	5	you	you	PRON
cet-78	174	6	f.	f.	PROPN
cet-78	174	7	,	,	PUNCT
cet-78	174	8	2015	2015	NUM
cet-78	174	9	,	,	PUNCT
cet-78	174	10	multiobjective	multiobjective	ADJ
cet-78	174	11	optimization	optimization	NOUN
cet-78	174	12	of	of	ADP
cet-78	174	13	product	product	NOUN
cet-78	174	14	and	and	CCONJ
cet-78	174	15	process	process	NOUN
cet-78	174	16	networks	network	NOUN
cet-78	174	17	:	:	PUNCT
cet-78	174	18	general	general	ADJ
cet-78	174	19	modeling	modeling	NOUN
cet-78	174	20	framework	framework	NOUN
cet-78	174	21	,	,	PUNCT
cet-78	174	22	efficient	efficient	ADJ
cet-78	174	23	global	global	ADJ
cet-78	174	24	optimization	optimization	NOUN
cet-78	174	25	algorithm	algorithm	NOUN
cet-78	174	26	,	,	PUNCT
cet-78	174	27	and	and	CCONJ
cet-78	174	28	case	case	NOUN
cet-78	174	29	studies	study	NOUN
cet-78	174	30	on	on	ADP
cet-78	174	31	bioconversion	bioconversion	NOUN
cet-78	174	32	.	.	PUNCT
cet-78	175	1	aiche	aiche	PROPN
cet-78	175	2	j	j	PROPN
cet-78	175	3	,	,	PUNCT
cet-78	175	4	61,530	61,530	NUM
cet-78	175	5	-	-	SYM
cet-78	175	6	554	554	NUM
cet-78	175	7	.	.	PUNCT
cet-78	176	1	garcia	garcia	PROPN
cet-78	176	2	d.j	d.j	PROPN
cet-78	176	3	.	.	PROPN
cet-78	176	4	,	,	PUNCT
cet-78	176	5	you	you	PRON
cet-78	176	6	f.	f.	PROPN
cet-78	176	7	,	,	PUNCT
cet-78	176	8	2015	2015	NUM
cet-78	176	9	,	,	PUNCT
cet-78	176	10	network	network	NOUN
cet-78	176	11	-	-	PUNCT
cet-78	176	12	based	base	VERB
cet-78	176	13	life	life	NOUN
cet-78	176	14	cycle	cycle	NOUN
cet-78	176	15	optimization	optimization	NOUN
cet-78	176	16	of	of	ADP
cet-78	176	17	the	the	DET
cet-78	176	18	net	net	ADJ
cet-78	176	19	atmospheric	atmospheric	ADJ
cet-78	176	20	co2	co2	NOUN
cet-78	176	21	-	-	PUNCT
cet-78	176	22	eq	eq	NOUN
cet-78	176	23	ratio	ratio	NOUN
cet-78	176	24	(	(	PUNCT
cet-78	176	25	nacr	nacr	NOUN
cet-78	176	26	)	)	PUNCT
cet-78	176	27	of	of	ADP
cet-78	176	28	fuels	fuel	NOUN
cet-78	176	29	and	and	CCONJ
cet-78	176	30	chemicals	chemical	NOUN
cet-78	176	31	production	production	NOUN
cet-78	176	32	from	from	ADP
cet-78	176	33	biomass	biomass	NOUN
cet-78	176	34	.	.	PUNCT
cet-78	177	1	acs	acs	PROPN
cet-78	177	2	sust	sust	PROPN
cet-78	177	3	chemistry	chemistry	PROPN
cet-78	177	4	&	&	CCONJ
cet-78	177	5	engineering	engineering	PROPN
cet-78	177	6	,	,	PUNCT
cet-78	177	7	3	3	NUM
cet-78	177	8	,	,	PUNCT
cet-78	177	9	1732	1732	NUM
cet-78	177	10	-	-	SYM
cet-78	177	11	1744	1744	NUM
cet-78	177	12	.	.	PUNCT
cet-78	178	1	gong	gong	PROPN
cet-78	178	2	j.	j.	PROPN
cet-78	178	3	,	,	PUNCT
cet-78	178	4	garcia	garcia	PROPN
cet-78	178	5	d.j	d.j	PROPN
cet-78	178	6	.	.	PROPN
cet-78	178	7	,	,	PUNCT
cet-78	178	8	you	you	PRON
cet-78	178	9	f.	f.	PROPN
cet-78	178	10	,	,	PUNCT
cet-78	178	11	2016	2016	NUM
cet-78	178	12	,	,	PUNCT
cet-78	178	13	unraveling	unravel	VERB
cet-78	178	14	optimal	optimal	ADJ
cet-78	178	15	biomass	biomass	NOUN
cet-78	178	16	processing	processing	NOUN
cet-78	178	17	routes	route	NOUN
cet-78	178	18	from	from	ADP
cet-78	178	19	bioconversion	bioconversion	NOUN
cet-78	178	20	product	product	NOUN
cet-78	178	21	and	and	CCONJ
cet-78	178	22	process	process	NOUN
cet-78	178	23	networks	network	NOUN
cet-78	178	24	under	under	ADP
cet-78	178	25	uncertainty	uncertainty	NOUN
cet-78	178	26	:	:	PUNCT
cet-78	178	27	an	an	DET
cet-78	178	28	adaptive	adaptive	ADJ
cet-78	178	29	robust	robust	ADJ
cet-78	178	30	optimization	optimization	NOUN
cet-78	178	31	approach	approach	NOUN
cet-78	178	32	.	.	PUNCT
cet-78	179	1	acs	acs	PROPN
cet-78	179	2	sustainable	sustainable	ADJ
cet-78	179	3	chemistry	chemistry	NOUN
cet-78	179	4	&	&	CCONJ
cet-78	179	5	engineering	engineering	NOUN
cet-78	179	6	,	,	PUNCT
cet-78	179	7	4	4	NUM
cet-78	179	8	,	,	PUNCT
cet-78	179	9	3160–3173	3160–3173	NUM
cet-78	179	10	.	.	PUNCT
cet-78	180	1	gong	gong	PROPN
cet-78	180	2	j.	j.	PROPN
cet-78	180	3	,	,	PUNCT
cet-78	180	4	you	you	PRON
cet-78	180	5	f.	f.	PROPN
cet-78	180	6	,	,	PUNCT
cet-78	180	7	2015	2015	NUM
cet-78	180	8	,	,	PUNCT
cet-78	180	9	sustainable	sustainable	ADJ
cet-78	180	10	design	design	NOUN
cet-78	180	11	and	and	CCONJ
cet-78	180	12	synthesis	synthesis	NOUN
cet-78	180	13	of	of	ADP
cet-78	180	14	energy	energy	NOUN
cet-78	180	15	systems	system	NOUN
cet-78	180	16	.	.	PUNCT
cet-78	181	1	current	current	ADJ
cet-78	181	2	opinion	opinion	NOUN
cet-78	181	3	in	in	ADP
cet-78	181	4	chemical	chemical	ADJ
cet-78	181	5	engineering	engineering	NOUN
cet-78	181	6	,	,	PUNCT
cet-78	181	7	10	10	NUM
cet-78	181	8	,	,	PUNCT
cet-78	181	9	77	77	NUM
cet-78	181	10	-	-	SYM
cet-78	181	11	86	86	NUM
cet-78	181	12	.	.	PUNCT
cet-78	182	1	hertel	hertel	PROPN
cet-78	182	2	t.w	t.w	PROPN
cet-78	182	3	.	.	PROPN
cet-78	182	4	,	,	PUNCT
cet-78	182	5	1997	1997	NUM
cet-78	182	6	,	,	PUNCT
cet-78	182	7	global	global	ADJ
cet-78	182	8	trade	trade	NOUN
cet-78	182	9	analysis	analysis	NOUN
cet-78	182	10	:	:	PUNCT
cet-78	182	11	modeling	modeling	NOUN
cet-78	182	12	and	and	CCONJ
cet-78	182	13	applications	application	NOUN
cet-78	182	14	,	,	PUNCT
cet-78	182	15	cambridge	cambridge	PROPN
cet-78	182	16	univ	univ	PROPN
cet-78	182	17	press	press	PROPN
cet-78	182	18	,	,	PUNCT
cet-78	182	19	cambridge	cambridge	PROPN
cet-78	182	20	,	,	PUNCT
cet-78	182	21	uk	uk	PROPN
cet-78	182	22	.	.	PROPN
cet-78	182	23	humbird	humbird	PROPN
cet-78	182	24	d.	d.	PROPN
cet-78	182	25	,	,	PUNCT
cet-78	182	26	davis	davis	PROPN
cet-78	182	27	r.	r.	PROPN
cet-78	182	28	,	,	PUNCT
cet-78	182	29	tao	tao	PROPN
cet-78	182	30	l.	l.	PROPN
cet-78	182	31	,	,	PUNCT
cet-78	182	32	kinchin	kinchin	PROPN
cet-78	182	33	c.	c.	PROPN
cet-78	182	34	,	,	PUNCT
cet-78	182	35	hsu	hsu	PROPN
cet-78	182	36	d.	d.	PROPN
cet-78	182	37	,	,	PUNCT
cet-78	182	38	aden	aden	PROPN
cet-78	182	39	a.	a.	PROPN
cet-78	182	40	,	,	PUNCT
cet-78	182	41	2011	2011	NUM
cet-78	182	42	,	,	PUNCT
cet-78	182	43	process	process	NOUN
cet-78	182	44	design	design	NOUN
cet-78	182	45	and	and	CCONJ
cet-78	182	46	economics	economic	NOUN
cet-78	182	47	for	for	ADP
cet-78	182	48	biochemical	biochemical	ADJ
cet-78	182	49	conversion	conversion	NOUN
cet-78	182	50	of	of	ADP
cet-78	182	51	lignocellulosic	lignocellulosic	ADJ
cet-78	182	52	biomass	biomass	NOUN
cet-78	182	53	to	to	ADP
cet-78	182	54	ethanol	ethanol	NOUN
cet-78	182	55	:	:	PUNCT
cet-78	182	56	dilute	dilute	NOUN
cet-78	182	57	-	-	PUNCT
cet-78	182	58	acid	acid	NOUN
cet-78	182	59	pretreatment	pretreatment	NOUN
cet-78	182	60	and	and	CCONJ
cet-78	182	61	enzymatic	enzymatic	ADJ
cet-78	182	62	hydrolysis	hydrolysis	NOUN
cet-78	182	63	of	of	ADP
cet-78	182	64	corn	corn	NOUN
cet-78	182	65	stover	stover	NOUN
cet-78	182	66	,	,	PUNCT
cet-78	182	67	nrel	nrel	NOUN
cet-78	182	68	,	,	PUNCT
cet-78	182	69	golden	golden	ADJ
cet-78	182	70	,	,	PUNCT
cet-78	182	71	co	co	ADJ
cet-78	182	72	,	,	PUNCT
cet-78	182	73	united	united	PROPN
cet-78	182	74	states	states	PROPN
cet-78	182	75	.	.	PUNCT
cet-78	183	1	kazi	kazi	PROPN
cet-78	183	2	f.k	f.k	PROPN
cet-78	183	3	.	.	PROPN
cet-78	183	4	,	,	PUNCT
cet-78	183	5	fortman	fortman	PROPN
cet-78	183	6	j.	j.	PROPN
cet-78	183	7	,	,	PUNCT
cet-78	183	8	anex	anex	PROPN
cet-78	183	9	r.	r.	PROPN
cet-78	183	10	,	,	PUNCT
cet-78	183	11	kothandaraman	kothandaraman	PROPN
cet-78	183	12	g.	g.	PROPN
cet-78	183	13	,	,	PUNCT
cet-78	183	14	hsu	hsu	PROPN
cet-78	183	15	d.	d.	PROPN
cet-78	183	16	,	,	PUNCT
cet-78	183	17	aden	aden	PROPN
cet-78	183	18	a.	a.	PROPN
cet-78	183	19	,	,	PUNCT
cet-78	183	20	dutta	dutta	PROPN
cet-78	183	21	a.	a.	PROPN
cet-78	183	22	,	,	PUNCT
cet-78	183	23	2010	2010	NUM
cet-78	183	24	.	.	PUNCT
cet-78	184	1	techno	techno	NOUN
cet-78	184	2	-	-	PUNCT
cet-78	184	3	economic	economic	ADJ
cet-78	184	4	analysis	analysis	NOUN
cet-78	184	5	of	of	ADP
cet-78	184	6	biochemical	biochemical	ADJ
cet-78	184	7	scenarios	scenario	NOUN
cet-78	184	8	for	for	ADP
cet-78	184	9	production	production	NOUN
cet-78	184	10	of	of	ADP
cet-78	184	11	cellulosic	cellulosic	NOUN
cet-78	184	12	ethanol	ethanol	NOUN
cet-78	184	13	,	,	PUNCT
cet-78	184	14	national	national	ADJ
cet-78	184	15	renewable	renewable	ADJ
cet-78	184	16	energy	energy	NOUN
cet-78	184	17	laboratory	laboratory	NOUN
cet-78	184	18	,	,	PUNCT
cet-78	184	19	golden	golden	ADJ
cet-78	184	20	,	,	PUNCT
cet-78	184	21	co	co	ADJ
cet-78	184	22	,	,	PUNCT
cet-78	184	23	united	united	PROPN
cet-78	184	24	states	states	PROPN
cet-78	184	25	,	,	PUNCT
cet-78	184	26	technical	technical	ADJ
cet-78	184	27	report	report	NOUN
cet-78	184	28	no	no	INTJ
cet-78	184	29	.	.	PUNCT
cet-78	185	1	nrel	nrel	NOUN
cet-78	185	2	/	/	SYM
cet-78	185	3	tp-6a2	tp-6a2	PROPN
cet-78	185	4	-	-	PUNCT
cet-78	185	5	46588	46588	NUM
cet-78	185	6	.	.	PUNCT
cet-78	186	1	plevin	plevin	PROPN
cet-78	186	2	r.j	r.j	PROPN
cet-78	186	3	.	.	PROPN
cet-78	186	4	,	,	PUNCT
cet-78	186	5	beckman	beckman	PROPN
cet-78	186	6	j.	j.	PROPN
cet-78	186	7	,	,	PUNCT
cet-78	186	8	golub	golub	PROPN
cet-78	186	9	a.a	a.a	PROPN
cet-78	186	10	.	.	PROPN
cet-78	186	11	,	,	PUNCT
cet-78	186	12	witcover	witcover	PROPN
cet-78	186	13	j.	j.	PROPN
cet-78	186	14	,	,	PUNCT
cet-78	186	15	o’hare	o’hare	ADJ
cet-78	186	16	m.	m.	NOUN
cet-78	186	17	,	,	PUNCT
cet-78	186	18	2015	2015	NUM
cet-78	186	19	,	,	PUNCT
cet-78	186	20	carbon	carbon	NOUN
cet-78	186	21	accounting	accounting	NOUN
cet-78	186	22	and	and	CCONJ
cet-78	186	23	economic	economic	ADJ
cet-78	186	24	model	model	NOUN
cet-78	186	25	uncertainty	uncertainty	NOUN
cet-78	186	26	of	of	ADP
cet-78	186	27	emissions	emission	NOUN
cet-78	186	28	from	from	ADP
cet-78	186	29	biofuels	biofuel	NOUN
cet-78	186	30	-	-	PUNCT
cet-78	186	31	induced	induce	VERB
cet-78	186	32	land	land	NOUN
cet-78	186	33	use	use	NOUN
cet-78	186	34	change	change	NOUN
cet-78	186	35	,	,	PUNCT
cet-78	186	36	envir	envir	PROPN
cet-78	186	37	scien	scien	PROPN
cet-78	186	38	&	&	CCONJ
cet-78	186	39	technology	technology	PROPN
cet-78	186	40	,	,	PUNCT
cet-78	186	41	49	49	NUM
cet-78	186	42	,	,	PUNCT
cet-78	186	43	2656	2656	NUM
cet-78	186	44	-	-	SYM
cet-78	186	45	2664	2664	NUM
cet-78	186	46	.	.	PUNCT
cet-78	187	1	santibañez	santibañez	NOUN
cet-78	187	2	-	-	PUNCT
cet-78	187	3	aguilar	aguilar	PROPN
cet-78	187	4	j.e	j.e	PROPN
cet-78	187	5	.	.	PROPN
cet-78	187	6	,	,	PUNCT
cet-78	187	7	morales	morales	PROPN
cet-78	187	8	-	-	PUNCT
cet-78	187	9	rodriguez	rodriguez	PROPN
cet-78	187	10	r.	r.	PROPN
cet-78	187	11	,	,	PUNCT
cet-78	187	12	gonzález	gonzález	PROPN
cet-78	187	13	-	-	PUNCT
cet-78	187	14	campos	campos	PROPN
cet-78	187	15	j.b	j.b	PROPN
cet-78	187	16	.	.	PROPN
cet-78	187	17	,	,	PUNCT
cet-78	187	18	ponce	ponce	PROPN
cet-78	187	19	-	-	PUNCT
cet-78	187	20	ortega	ortega	PROPN
cet-78	187	21	j.	j.	PROPN
cet-78	187	22	m.	m.	PROPN
cet-78	187	23	,	,	PUNCT
cet-78	187	24	2016	2016	NUM
cet-78	187	25	,	,	PUNCT
cet-78	187	26	stochastic	stochastic	ADJ
cet-78	187	27	design	design	NOUN
cet-78	187	28	of	of	ADP
cet-78	187	29	biorefinery	biorefinery	PROPN
cet-78	187	30	supply	supply	NOUN
cet-78	187	31	chains	chain	NOUN
cet-78	187	32	considering	consider	VERB
cet-78	187	33	economic	economic	ADJ
cet-78	187	34	and	and	CCONJ
cet-78	187	35	environmental	environmental	ADJ
cet-78	187	36	objectives	objective	NOUN
cet-78	187	37	.	.	PUNCT
cet-78	188	1	journal	journal	NOUN
cet-78	188	2	of	of	ADP
cet-78	188	3	cleaner	clean	ADJ
cet-78	188	4	production	production	NOUN
cet-78	188	5	,	,	PUNCT
cet-78	188	6	136	136	NUM
cet-78	188	7	,	,	PUNCT
cet-78	188	8	224	224	NUM
cet-78	188	9	-	-	SYM
cet-78	188	10	245	245	NUM
cet-78	188	11	.	.	PUNCT
cet-78	189	1	taheripour	taheripour	PROPN
cet-78	189	2	f.	f.	PROPN
cet-78	189	3	,	,	PUNCT
cet-78	189	4	birur	birur	PROPN
cet-78	189	5	d.k	d.k	PROPN
cet-78	189	6	.	.	PROPN
cet-78	189	7	,	,	PUNCT
cet-78	190	1	hertel	hertel	PROPN
cet-78	190	2	t.w	t.w	PROPN
cet-78	190	3	.	.	PROPN
cet-78	190	4	,	,	PUNCT
cet-78	190	5	tyner	tyner	PROPN
cet-78	190	6	w.e	w.e	PROPN
cet-78	190	7	.	.	PROPN
cet-78	190	8	,	,	PUNCT
cet-78	190	9	2007	2007	NUM
cet-78	190	10	,	,	PUNCT
cet-78	190	11	introducing	introduce	VERB
cet-78	190	12	liquid	liquid	ADJ
cet-78	190	13	biofuels	biofuel	NOUN
cet-78	190	14	into	into	ADP
cet-78	190	15	the	the	DET
cet-78	190	16	gtap	gtap	PROPN
cet-78	190	17	database	database	NOUN
cet-78	190	18	,	,	PUNCT
cet-78	190	19	gtap	gtap	PROPN
cet-78	190	20	research	research	PROPN
cet-78	190	21	memorandum	memorandum	NOUN
cet-78	190	22	,	,	PUNCT
cet-78	190	23	center	center	NOUN
cet-78	190	24	for	for	ADP
cet-78	190	25	global	global	ADJ
cet-78	190	26	trade	trade	NOUN
cet-78	190	27	analysis	analysis	NOUN
cet-78	190	28	,	,	PUNCT
cet-78	190	29	purdue	purdue	ADJ
cet-78	190	30	university	university	NOUN
cet-78	190	31	,	,	PUNCT
cet-78	190	32	west	west	PROPN
cet-78	190	33	lafayette	lafayette	PROPN
cet-78	190	34	,	,	PUNCT
cet-78	190	35	usa	usa	PROPN
cet-78	190	36	wan	wan	PROPN
cet-78	191	1	alwi	alwi	PROPN
cet-78	191	2	s.r	s.r	PROPN
cet-78	191	3	,	,	PUNCT
cet-78	191	4	klemeš	klemeš	PROPN
cet-78	191	5	j.j	j.j	PROPN
cet-78	191	6	.	.	PROPN
cet-78	191	7	,	,	PUNCT
cet-78	191	8	varbanov	varbanov	PROPN
cet-78	191	9	p.s	p.s	PROPN
cet-78	191	10	.	.	PROPN
cet-78	191	11	,	,	PUNCT
cet-78	191	12	2016	2016	NUM
cet-78	191	13	,	,	PUNCT
cet-78	191	14	cleaner	clean	ADJ
cet-78	191	15	energy	energy	NOUN
cet-78	191	16	planning	planning	NOUN
cet-78	191	17	,	,	PUNCT
cet-78	191	18	management	management	NOUN
cet-78	191	19	and	and	CCONJ
cet-78	191	20	technologies	technology	NOUN
cet-78	191	21	:	:	PUNCT
cet-78	191	22	perspectives	perspective	NOUN
cet-78	191	23	of	of	ADP
cet-78	191	24	supply	supply	NOUN
cet-78	191	25	-	-	PUNCT
cet-78	191	26	demand	demand	NOUN
cet-78	191	27	side	side	NOUN
cet-78	191	28	and	and	CCONJ
cet-78	191	29	end	end	NOUN
cet-78	191	30	-	-	PUNCT
cet-78	191	31	of	of	ADP
cet-78	191	32	-	-	PUNCT
cet-78	191	33	pipe	pipe	NOUN
cet-78	191	34	management	management	NOUN
cet-78	191	35	.	.	PUNCT
cet-78	192	1	j	j	PROPN
cet-78	192	2	of	of	ADP
cet-78	192	3	cleaner	clean	ADJ
cet-78	192	4	production	production	NOUN
cet-78	192	5	,	,	PUNCT
cet-78	192	6	136	136	NUM
cet-78	192	7	,	,	PUNCT
cet-78	192	8	1	1	NUM
cet-78	192	9	-	-	SYM
cet-78	192	10	13	13	NUM
cet-78	192	11	.	.	PUNCT
cet-78	193	1	you	you	PRON
cet-78	193	2	f.	f.	PROPN
cet-78	193	3	,	,	PUNCT
cet-78	193	4	tao	tao	PROPN
cet-78	193	5	l.	l.	PROPN
cet-78	193	6	,	,	PUNCT
cet-78	193	7	graziano	graziano	PROPN
cet-78	193	8	d.j	d.j	PROPN
cet-78	193	9	.	.	PROPN
cet-78	193	10	,	,	PUNCT
cet-78	193	11	snyder	snyder	PROPN
cet-78	193	12	s.w	s.w	PROPN
cet-78	193	13	.	.	PROPN
cet-78	193	14	,	,	PUNCT
cet-78	193	15	2012	2012	NUM
cet-78	193	16	,	,	PUNCT
cet-78	193	17	optimal	optimal	ADJ
cet-78	193	18	design	design	NOUN
cet-78	193	19	of	of	ADP
cet-78	193	20	sustainable	sustainable	ADJ
cet-78	193	21	cellulosic	cellulosic	NOUN
cet-78	193	22	biofuel	biofuel	NOUN
cet-78	193	23	supply	supply	NOUN
cet-78	193	24	chains	chain	NOUN
cet-78	193	25	:	:	PUNCT
cet-78	193	26	multiobjective	multiobjective	ADJ
cet-78	193	27	optimization	optimization	NOUN
cet-78	193	28	coupled	couple	VERB
cet-78	193	29	with	with	ADP
cet-78	193	30	life	life	NOUN
cet-78	193	31	cycle	cycle	NOUN
cet-78	193	32	assessment	assessment	NOUN
cet-78	193	33	and	and	CCONJ
cet-78	193	34	input	input	NOUN
cet-78	193	35	–	–	PUNCT
cet-78	193	36	output	output	NOUN
cet-78	193	37	analysis	analysis	NOUN
cet-78	193	38	,	,	PUNCT
cet-78	193	39	aiche	aiche	PROPN
cet-78	193	40	journal	journal	PROPN
cet-78	193	41	,	,	PUNCT
cet-78	193	42	58	58	NUM
cet-78	193	43	,	,	PUNCT
cet-78	193	44	1157	1157	NUM
cet-78	193	45	-	-	SYM
cet-78	193	46	1180	1180	NUM
cet-78	193	47	.	.	PUNCT
cet-78	194	1	you	you	PRON
cet-78	194	2	f.	f.	PROPN
cet-78	194	3	,	,	PUNCT
cet-78	194	4	wang	wang	PROPN
cet-78	194	5	b.	b.	PROPN
cet-78	194	6	,	,	PUNCT
cet-78	194	7	2011	2011	NUM
cet-78	194	8	,	,	PUNCT
cet-78	194	9	life	life	NOUN
cet-78	194	10	cycle	cycle	NOUN
cet-78	194	11	optimization	optimization	NOUN
cet-78	194	12	of	of	ADP
cet-78	194	13	biomass	biomass	NOUN
cet-78	194	14	-	-	PUNCT
cet-78	194	15	to	to	ADP
cet-78	194	16	-	-	PUNCT
cet-78	194	17	liquids	liquids	NOUN
cet-78	194	18	supply	supply	NOUN
cet-78	194	19	chains	chain	NOUN
cet-78	194	20	with	with	ADP
cet-78	194	21	distributedcentralized	distributedcentralize	VERB
cet-78	194	22	processing	processing	NOUN
cet-78	194	23	networks	network	NOUN
cet-78	194	24	.	.	PUNCT
cet-78	195	1	industrial	industrial	PROPN
cet-78	195	2	&	&	CCONJ
cet-78	195	3	engineering	engineer	VERB
cet-78	195	4	chemistry	chemistry	NOUN
cet-78	195	5	research	research	NOUN
cet-78	195	6	,	,	PUNCT
cet-78	195	7	50	50	NUM
cet-78	195	8	,	,	PUNCT
cet-78	195	9	10102–10127	10102–10127	NUM
cet-78	195	10	.	.	PUNCT
cet-78	196	1	yue	yue	PROPN
cet-78	196	2	d.	d.	PROPN
cet-78	196	3	,	,	PUNCT
cet-78	196	4	kim	kim	PROPN
cet-78	196	5	m.a	m.a	PROPN
cet-78	196	6	.	.	PROPN
cet-78	196	7	,	,	PUNCT
cet-78	196	8	you	you	PRON
cet-78	196	9	f.	f.	PROPN
cet-78	196	10	,	,	PUNCT
cet-78	196	11	2013	2013	NUM
cet-78	196	12	,	,	PUNCT
cet-78	196	13	design	design	NOUN
cet-78	196	14	of	of	ADP
cet-78	196	15	sustainable	sustainable	ADJ
cet-78	196	16	product	product	NOUN
cet-78	196	17	systems	system	NOUN
cet-78	196	18	and	and	CCONJ
cet-78	196	19	supply	supply	NOUN
cet-78	196	20	chains	chain	NOUN
cet-78	196	21	with	with	ADP
cet-78	196	22	life	life	NOUN
cet-78	196	23	cycle	cycle	NOUN
cet-78	196	24	optimization	optimization	NOUN
cet-78	196	25	based	base	VERB
cet-78	196	26	on	on	ADP
cet-78	196	27	functional	functional	ADJ
cet-78	196	28	unit	unit	NOUN
cet-78	196	29	:	:	PUNCT
cet-78	196	30	general	general	ADJ
cet-78	196	31	modeling	modeling	NOUN
cet-78	196	32	framework	framework	NOUN
cet-78	196	33	,	,	PUNCT
cet-78	196	34	mixed	mixed	ADJ
cet-78	196	35	-	-	PUNCT
cet-78	196	36	integer	integer	NOUN
cet-78	196	37	nonlinear	nonlinear	ADJ
cet-78	196	38	programming	programming	NOUN
cet-78	196	39	algorithms	algorithm	NOUN
cet-78	196	40	and	and	CCONJ
cet-78	196	41	case	case	NOUN
cet-78	196	42	study	study	NOUN
cet-78	196	43	on	on	ADP
cet-78	196	44	hydrocabon	hydrocabon	NOUN
cet-78	196	45	biofuels	biofuel	NOUN
cet-78	196	46	.	.	PUNCT
cet-78	197	1	acs	acs	PROPN
cet-78	197	2	sustainable	sustainable	ADJ
cet-78	197	3	chemistry	chemistry	NOUN
cet-78	197	4	&	&	CCONJ
cet-78	197	5	engineering	engineering	PROPN
cet-78	197	6	,	,	PUNCT
cet-78	197	7	1	1	NUM
cet-78	197	8	,	,	PUNCT
cet-78	197	9	1003	1003	NUM
cet-78	197	10	-	-	SYM
cet-78	197	11	1014	1014	NUM
cet-78	197	12	.	.	PUNCT
cet-78	198	1	yue	yue	PROPN
cet-78	198	2	d.	d.	PROPN
cet-78	198	3	,	,	PUNCT
cet-78	198	4	pandya	pandya	PROPN
cet-78	198	5	s.	s.	PROPN
cet-78	198	6	,	,	PUNCT
cet-78	198	7	you	you	PRON
cet-78	198	8	f.	f.	PROPN
cet-78	198	9	,	,	PUNCT
cet-78	198	10	2016	2016	NUM
cet-78	198	11	,	,	PUNCT
cet-78	198	12	integrating	integrate	VERB
cet-78	198	13	hybrid	hybrid	ADJ
cet-78	198	14	life	life	NOUN
cet-78	198	15	cycle	cycle	NOUN
cet-78	198	16	assessment	assessment	NOUN
cet-78	198	17	with	with	ADP
cet-78	198	18	multiobjective	multiobjective	ADJ
cet-78	198	19	optimization	optimization	NOUN
cet-78	198	20	:	:	PUNCT
cet-78	198	21	a	a	DET
cet-78	198	22	modeling	modeling	NOUN
cet-78	198	23	framework	framework	NOUN
cet-78	198	24	.	.	PUNCT
cet-78	199	1	environmental	environmental	ADJ
cet-78	199	2	science	science	PROPN
cet-78	199	3	&	&	CCONJ
cet-78	199	4	technology	technology	PROPN
cet-78	199	5	,	,	PUNCT
cet-78	199	6	50	50	NUM
cet-78	199	7	,	,	PUNCT
cet-78	199	8	1501–1509	1501–1509	NUM
cet-78	199	9	.	.	PUNCT
cet-78	200	1	yue	yue	PROPN
cet-78	200	2	d.	d.	PROPN
cet-78	200	3	,	,	PUNCT
cet-78	200	4	you	you	PRON
cet-78	200	5	f.	f.	PROPN
cet-78	200	6	,	,	PUNCT
cet-78	200	7	snyder	snyder	PROPN
cet-78	200	8	s.	s.	PROPN
cet-78	200	9	w.	w.	PROPN
cet-78	200	10	,	,	PUNCT
cet-78	200	11	2014	2014	NUM
cet-78	200	12	,	,	PUNCT
cet-78	200	13	biomass	biomass	NOUN
cet-78	200	14	-	-	PUNCT
cet-78	200	15	to	to	ADP
cet-78	200	16	-	-	PUNCT
cet-78	200	17	bioenergy	bioenergy	NOUN
cet-78	200	18	and	and	CCONJ
cet-78	200	19	biofuel	biofuel	NOUN
cet-78	200	20	supply	supply	NOUN
cet-78	200	21	chain	chain	NOUN
cet-78	200	22	optimization	optimization	NOUN
cet-78	200	23	:	:	PUNCT
cet-78	200	24	overview	overview	NOUN
cet-78	200	25	,	,	PUNCT
cet-78	200	26	key	key	ADJ
cet-78	200	27	issues	issue	NOUN
cet-78	200	28	and	and	CCONJ
cet-78	200	29	challenges	challenge	NOUN
cet-78	200	30	,	,	PUNCT
cet-78	200	31	computers	computer	NOUN
cet-78	200	32	&	&	CCONJ
cet-78	200	33	chemical	chemical	PROPN
cet-78	200	34	engineering	engineering	PROPN
cet-78	200	35	,	,	PUNCT
cet-78	200	36	66	66	NUM
cet-78	200	37	,	,	PUNCT
cet-78	200	38	36	36	NUM
cet-78	200	39	-	-	SYM
cet-78	200	40	56	56	NUM
cet-78	200	41	.	.	NOUN
cet-78	200	42	168	168	NUM