id	sid	tid	token	lemma	pos
esrj-20994	1	1	geociencias	geociencias	VERB
esrj-20994	1	2	dic	dic	PROPN
esrj-20994	1	3	2010-color.vp	2010-color.vp	NUM
esrj-20994	1	4	reservoir	reservoir	NOUN
esrj-20994	1	5	characterization	characterization	NOUN
esrj-20994	1	6	by	by	ADP
esrj-20994	1	7	multiattribute	multiattribute	NOUN
esrj-20994	1	8	analysis	analysis	NOUN
esrj-20994	1	9	:	:	PUNCT
esrj-20994	2	1	the	the	DET
esrj-20994	2	2	orito	orito	ADJ
esrj-20994	2	3	field	field	NOUN
esrj-20994	2	4	case	case	NOUN
esrj-20994	2	5	jairo	jairo	PROPN
esrj-20994	2	6	g.	g.	PROPN
esrj-20994	2	7	guerrero1,2	guerrero1,2	PROPN
esrj-20994	2	8	,	,	PUNCT
esrj-20994	2	9	carlos	carlos	PROPN
esrj-20994	2	10	a.	a.	PROPN
esrj-20994	2	11	vargas2	vargas2	PROPN
esrj-20994	2	12	and	and	CCONJ
esrj-20994	2	13	luis	luis	PROPN
esrj-20994	2	14	a.	a.	NOUN
esrj-20994	2	15	montes2	montes2	NOUN
esrj-20994	2	16	1	1	NUM
esrj-20994	2	17	ecopetrol	ecopetrol	PROPN
esrj-20994	2	18	ltda	ltda	PROPN
esrj-20994	2	19	.	.	PROPN
esrj-20994	2	20	bogotá	bogotá	PROPN
esrj-20994	2	21	,	,	PUNCT
esrj-20994	2	22	colombia	colombia	PROPN
esrj-20994	2	23	.	.	PUNCT
esrj-20994	3	1	e-mail:guerreguimo@yahoo.com	e-mail:guerreguimo@yahoo.com	X
esrj-20994	3	2	2	2	NUM
esrj-20994	3	3	universidad	universidad	PROPN
esrj-20994	3	4	nacional	nacional	PROPN
esrj-20994	3	5	de	de	X
esrj-20994	3	6	colombia	colombia	PROPN
esrj-20994	3	7	.	.	PUNCT
esrj-20994	4	1	dpto	dpto	PROPN
esrj-20994	4	2	.	.	PUNCT
esrj-20994	5	1	de	de	X
esrj-20994	5	2	geociencias	geociencias	PROPN
esrj-20994	5	3	.	.	PUNCT
esrj-20994	6	1	e	e	X
esrj-20994	6	2	-	-	NOUN
esrj-20994	6	3	mail	mail	NOUN
esrj-20994	6	4	:	:	PUNCT
esrj-20994	6	5	lamontesv@unal.edu.co	lamontesv@unal.edu.co	ADJ
esrj-20994	6	6	,	,	PUNCT
esrj-20994	6	7	cavargasj@unal.edu.com	cavargasj@unal.edu.com	X
esrj-20994	6	8	abstract	abstract	ADJ
esrj-20994	6	9	in	in	ADP
esrj-20994	6	10	order	order	NOUN
esrj-20994	6	11	to	to	PART
esrj-20994	6	12	characterize	characterize	VERB
esrj-20994	6	13	the	the	DET
esrj-20994	6	14	caballos	caballos	ADJ
esrj-20994	6	15	formation	formation	NOUN
esrj-20994	6	16	reservoir	reservoir	NOUN
esrj-20994	6	17	in	in	ADP
esrj-20994	6	18	the	the	DET
esrj-20994	6	19	orito	orito	ADJ
esrj-20994	6	20	field	field	NOUN
esrj-20994	6	21	in	in	ADP
esrj-20994	6	22	the	the	DET
esrj-20994	6	23	putumayo	putumayo	PROPN
esrj-20994	6	24	basin	basin	PROPN
esrj-20994	6	25	colombia	colombia	PROPN
esrj-20994	6	26	,	,	PUNCT
esrj-20994	6	27	a	a	DET
esrj-20994	6	28	multiattribute	multiattribute	NOUN
esrj-20994	6	29	analysis	analysis	NOUN
esrj-20994	6	30	was	be	AUX
esrj-20994	6	31	applied	apply	VERB
esrj-20994	6	32	to	to	ADP
esrj-20994	6	33	a	a	DET
esrj-20994	6	34	50	50	NUM
esrj-20994	6	35	km2	km2	NOUN
esrj-20994	6	36	seismic	seismic	ADJ
esrj-20994	6	37	volume	volume	NOUN
esrj-20994	6	38	along	along	ADP
esrj-20994	6	39	with	with	ADP
esrj-20994	6	40	16	16	NUM
esrj-20994	6	41	boreholes	borehole	NOUN
esrj-20994	6	42	.	.	PUNCT
esrj-20994	7	1	some	some	DET
esrj-20994	7	2	properties	property	NOUN
esrj-20994	7	3	of	of	ADP
esrj-20994	7	4	the	the	DET
esrj-20994	7	5	reservoir	reservoir	NOUN
esrj-20994	7	6	were	be	AUX
esrj-20994	7	7	reliably	reliably	ADV
esrj-20994	7	8	estimated	estimate	VERB
esrj-20994	7	9	and	and	CCONJ
esrj-20994	7	10	very	very	ADV
esrj-20994	7	11	accurate	accurate	ADJ
esrj-20994	7	12	when	when	SCONJ
esrj-20994	7	13	compared	compare	VERB
esrj-20994	7	14	with	with	ADP
esrj-20994	7	15	well	well	PROPN
esrj-20994	7	16	data	datum	NOUN
esrj-20994	7	17	.	.	PUNCT
esrj-20994	8	1	the	the	DET
esrj-20994	8	2	porosity	porosity	NOUN
esrj-20994	8	3	,	,	PUNCT
esrj-20994	8	4	permeability	permeability	NOUN
esrj-20994	8	5	and	and	CCONJ
esrj-20994	8	6	volume	volume	NOUN
esrj-20994	8	7	of	of	ADP
esrj-20994	8	8	shale	shale	NOUN
esrj-20994	8	9	were	be	AUX
esrj-20994	8	10	calculated	calculate	VERB
esrj-20994	8	11	in	in	ADP
esrj-20994	8	12	the	the	DET
esrj-20994	8	13	seismic	seismic	ADJ
esrj-20994	8	14	volume	volume	NOUN
esrj-20994	8	15	by	by	ADP
esrj-20994	8	16	at	at	ADV
esrj-20994	8	17	least	least	ADJ
esrj-20994	8	18	second	second	ADJ
esrj-20994	8	19	order	order	NOUN
esrj-20994	8	20	multivariate	multivariate	NOUN
esrj-20994	8	21	polynomial	polynomial	ADJ
esrj-20994	8	22	.	.	PUNCT
esrj-20994	9	1	a	a	DET
esrj-20994	9	2	good	good	ADJ
esrj-20994	9	3	correlation	correlation	NOUN
esrj-20994	9	4	between	between	ADP
esrj-20994	9	5	porosity	porosity	NOUN
esrj-20994	9	6	and	and	CCONJ
esrj-20994	9	7	acoustic	acoustic	ADJ
esrj-20994	9	8	impedance	impedance	NOUN
esrj-20994	9	9	was	be	AUX
esrj-20994	9	10	observed	observe	VERB
esrj-20994	9	11	by	by	ADP
esrj-20994	9	12	means	mean	NOUN
esrj-20994	9	13	of	of	ADP
esrj-20994	9	14	crossplot	crossplot	NOUN
esrj-20994	9	15	analysis	analysis	NOUN
esrj-20994	9	16	performed	perform	VERB
esrj-20994	9	17	on	on	ADP
esrj-20994	9	18	properties	property	NOUN
esrj-20994	9	19	measured	measure	VERB
esrj-20994	9	20	and	and	CCONJ
esrj-20994	9	21	estimated	estimate	VERB
esrj-20994	9	22	in	in	ADP
esrj-20994	9	23	cores	core	NOUN
esrj-20994	9	24	or	or	CCONJ
esrj-20994	9	25	borehole	borehole	NOUN
esrj-20994	9	26	logs	log	NOUN
esrj-20994	9	27	as	as	ADV
esrj-20994	9	28	well	well	ADV
esrj-20994	9	29	as	as	ADP
esrj-20994	9	30	on	on	ADP
esrj-20994	9	31	properties	property	NOUN
esrj-20994	9	32	calculated	calculate	VERB
esrj-20994	9	33	in	in	ADP
esrj-20994	9	34	the	the	DET
esrj-20994	9	35	seismic	seismic	ADJ
esrj-20994	9	36	volume	volume	NOUN
esrj-20994	9	37	.	.	PUNCT
esrj-20994	10	1	the	the	DET
esrj-20994	10	2	estimated	estimate	VERB
esrj-20994	10	3	property	property	NOUN
esrj-20994	10	4	values	value	NOUN
esrj-20994	10	5	were	be	AUX
esrj-20994	10	6	well	well	ADV
esrj-20994	10	7	behaved	behave	VERB
esrj-20994	10	8	according	accord	VERB
esrj-20994	10	9	to	to	ADP
esrj-20994	10	10	the	the	DET
esrj-20994	10	11	rocks	rocks	PROPN
esrj-20994	10	12	physics	physics	NOUN
esrj-20994	10	13	analysis	analysis	NOUN
esrj-20994	10	14	.	.	PUNCT
esrj-20994	11	1	with	with	SCONJ
esrj-20994	11	2	the	the	DET
esrj-20994	11	3	property	property	NOUN
esrj-20994	11	4	maps	map	NOUN
esrj-20994	11	5	generated	generate	VERB
esrj-20994	11	6	and	and	CCONJ
esrj-20994	11	7	the	the	DET
esrj-20994	11	8	geological	geological	ADJ
esrj-20994	11	9	environments	environment	NOUN
esrj-20994	11	10	of	of	ADP
esrj-20994	11	11	the	the	DET
esrj-20994	11	12	reservoir	reservoir	NOUN
esrj-20994	11	13	a	a	DET
esrj-20994	11	14	new	new	ADJ
esrj-20994	11	15	interpretation	interpretation	NOUN
esrj-20994	11	16	of	of	ADP
esrj-20994	11	17	the	the	DET
esrj-20994	11	18	caballos	caballos	ADJ
esrj-20994	11	19	formation	formation	NOUN
esrj-20994	11	20	was	be	AUX
esrj-20994	11	21	established	establish	VERB
esrj-20994	11	22	.	.	PUNCT
esrj-20994	12	1	high	high	ADJ
esrj-20994	12	2	correlation	correlation	NOUN
esrj-20994	12	3	coefficients	coefficient	NOUN
esrj-20994	12	4	and	and	CCONJ
esrj-20994	12	5	low	low	ADJ
esrj-20994	12	6	estimated	estimate	VERB
esrj-20994	12	7	errors	error	NOUN
esrj-20994	12	8	point	point	VERB
esrj-20994	12	9	out	out	ADP
esrj-20994	12	10	competence	competence	NOUN
esrj-20994	12	11	to	to	PART
esrj-20994	12	12	calculate	calculate	VERB
esrj-20994	12	13	these	these	DET
esrj-20994	12	14	three	three	NUM
esrj-20994	12	15	reservoir	reservoir	NOUN
esrj-20994	12	16	properties	property	NOUN
esrj-20994	12	17	in	in	ADP
esrj-20994	12	18	places	place	NOUN
esrj-20994	12	19	far	far	ADV
esrj-20994	12	20	from	from	ADP
esrj-20994	12	21	the	the	DET
esrj-20994	12	22	influence	influence	NOUN
esrj-20994	12	23	of	of	ADP
esrj-20994	12	24	the	the	DET
esrj-20994	12	25	wells	well	NOUN
esrj-20994	12	26	.	.	PUNCT
esrj-20994	13	1	the	the	DET
esrj-20994	13	2	multiple	multiple	ADJ
esrj-20994	13	3	equation	equation	NOUN
esrj-20994	13	4	system	system	NOUN
esrj-20994	13	5	was	be	AUX
esrj-20994	13	6	established	establish	VERB
esrj-20994	13	7	through	through	ADP
esrj-20994	13	8	weighted	weight	VERB
esrj-20994	13	9	hierarchical	hierarchical	ADJ
esrj-20994	13	10	grouping	grouping	NOUN
esrj-20994	13	11	of	of	ADP
esrj-20994	13	12	attributes	attribute	NOUN
esrj-20994	13	13	and	and	CCONJ
esrj-20994	13	14	their	their	PRON
esrj-20994	13	15	coefficients	coefficient	NOUN
esrj-20994	13	16	calculated	calculate	VERB
esrj-20994	13	17	applying	apply	VERB
esrj-20994	13	18	the	the	DET
esrj-20994	13	19	inverse	inverse	NOUN
esrj-20994	13	20	generalized	generalize	VERB
esrj-20994	13	21	matrix	matrix	NOUN
esrj-20994	13	22	method	method	NOUN
esrj-20994	13	23	.	.	PUNCT
esrj-20994	14	1	resumen	resumen	PROPN
esrj-20994	14	2	el	el	PROPN
esrj-20994	14	3	análisis	análisis	PROPN
esrj-20994	14	4	de	de	PROPN
esrj-20994	14	5	múltiples	múltiples	PROPN
esrj-20994	14	6	atributos	atributos	PROPN
esrj-20994	14	7	sísmicos	sísmicos	PROPN
esrj-20994	14	8	fue	fue	PROPN
esrj-20994	14	9	usado	usado	PROPN
esrj-20994	14	10	para	para	PROPN
esrj-20994	14	11	caracterizar	caracterizar	PROPN
esrj-20994	15	1	el	el	PROPN
esrj-20994	15	2	yacimiento	yacimiento	PROPN
esrj-20994	15	3	a	a	DET
esrj-20994	15	4	nivel	nivel	PROPN
esrj-20994	15	5	de	de	X
esrj-20994	15	6	la	la	PROPN
esrj-20994	15	7	formación	formación	PROPN
esrj-20994	15	8	caballos	caballos	PROPN
esrj-20994	15	9	en	en	PROPN
esrj-20994	15	10	el	el	PROPN
esrj-20994	15	11	campo	campo	PROPN
esrj-20994	15	12	orito	orito	PROPN
esrj-20994	15	13	ubicado	ubicado	PROPN
esrj-20994	15	14	en	en	X
esrj-20994	15	15	la	la	PROPN
esrj-20994	15	16	cuenca	cuenca	PROPN
esrj-20994	15	17	del	del	PROPN
esrj-20994	15	18	putumayo	putumayo	PROPN
esrj-20994	15	19	colombia	colombia	PROPN
esrj-20994	15	20	,	,	PUNCT
esrj-20994	15	21	para	para	PROPN
esrj-20994	15	22	ello	ello	PROPN
esrj-20994	15	23	se	se	PROPN
esrj-20994	16	1	usaron	usaron	PROPN
esrj-20994	16	2	50	50	NUM
esrj-20994	16	3	km2	km2	X
esrj-20994	16	4	de	de	PROPN
esrj-20994	16	5	sísmica	sísmica	PROPN
esrj-20994	16	6	y	y	PROPN
esrj-20994	16	7	16	16	NUM
esrj-20994	16	8	pozos	pozo	NOUN
esrj-20994	16	9	.	.	PUNCT
esrj-20994	17	1	las	las	PROPN
esrj-20994	17	2	propiedades	propiedades	PROPN
esrj-20994	17	3	del	del	PROPN
esrj-20994	17	4	yacimiento	yacimiento	PROPN
esrj-20994	17	5	fueron	fueron	PROPN
esrj-20994	17	6	confiablemente	confiablemente	PROPN
esrj-20994	17	7	estimadas	estimadas	PROPN
esrj-20994	17	8	y	y	PROPN
esrj-20994	17	9	la	la	PROPN
esrj-20994	17	10	validación	validación	PROPN
esrj-20994	17	11	con	con	PROPN
esrj-20994	17	12	registros	registros	PROPN
esrj-20994	17	13	de	de	PROPN
esrj-20994	17	14	pozo	pozo	PROPN
esrj-20994	17	15	y	y	PROPN
esrj-20994	17	16	datos	datos	PROPN
esrj-20994	17	17	de	de	PROPN
esrj-20994	17	18	corazones	corazones	X
esrj-20994	17	19	indicó	indicó	PROPN
esrj-20994	17	20	una	una	PROPN
esrj-20994	17	21	apreciable	apreciable	ADJ
esrj-20994	17	22	exactitud	exactitud	NOUN
esrj-20994	17	23	.	.	PUNCT
esrj-20994	18	1	la	la	DET
esrj-20994	18	2	porosidad	porosidad	PROPN
esrj-20994	18	3	,	,	PUNCT
esrj-20994	18	4	permeabilidad	permeabilidad	PROPN
esrj-20994	18	5	y	y	PROPN
esrj-20994	18	6	volumen	volumen	PROPN
esrj-20994	18	7	de	de	X
esrj-20994	18	8	lutitas	lutitas	PROPN
esrj-20994	18	9	fueron	fueron	PROPN
esrj-20994	18	10	estimadas	estimadas	PROPN
esrj-20994	18	11	en	en	PROPN
esrj-20994	18	12	los	los	PROPN
esrj-20994	18	13	datos	datos	PROPN
esrj-20994	18	14	sísmicos	sísmico	VERB
esrj-20994	18	15	a	a	DET
esrj-20994	18	16	través	través	X
esrj-20994	18	17	de	de	X
esrj-20994	18	18	la	la	PROPN
esrj-20994	18	19	aplicación	aplicación	PROPN
esrj-20994	18	20	de	de	PROPN
esrj-20994	18	21	ecuaciones	ecuaciones	PROPN
esrj-20994	18	22	polinómicas	polinómicas	NOUN
esrj-20994	18	23	multivariadas	multivariadas	PROPN
esrj-20994	18	24	de	de	X
esrj-20994	18	25	segundo	segundo	PROPN
esrj-20994	18	26	orden	orden	PROPN
esrj-20994	18	27	.	.	PUNCT
esrj-20994	19	1	una	una	PROPN
esrj-20994	19	2	alta	alta	PROPN
esrj-20994	19	3	correlación	correlación	PROPN
esrj-20994	19	4	entre	entre	PROPN
esrj-20994	19	5	la	la	PROPN
esrj-20994	19	6	porosidad	porosidad	PROPN
esrj-20994	19	7	e	e	PROPN
esrj-20994	19	8	impedancia	impedancia	PROPN
esrj-20994	19	9	acústica	acústica	PROPN
esrj-20994	19	10	fue	fue	PROPN
esrj-20994	19	11	estimada	estimada	PROPN
esrj-20994	19	12	tanto	tanto	PROPN
esrj-20994	19	13	en	en	PROPN
esrj-20994	19	14	propiedades	propiedades	PROPN
esrj-20994	19	15	calculadas	calculada	VERB
esrj-20994	19	16	por	por	NOUN
esrj-20994	19	17	múltiples	múltiple	NOUN
esrj-20994	19	18	atributos	atributo	NOUN
esrj-20994	19	19	como	como	PROPN
esrj-20994	19	20	en	en	PROPN
esrj-20994	19	21	las	las	PROPN
esrj-20994	19	22	calculadas	calculadas	PROPN
esrj-20994	19	23	mediante	mediante	PROPN
esrj-20994	19	24	registros	registros	PROPN
esrj-20994	19	25	de	de	PROPN
esrj-20994	19	26	pozo	pozo	PROPN
esrj-20994	19	27	y	y	PROPN
esrj-20994	19	28	corazones	corazones	PROPN
esrj-20994	19	29	.	.	PUNCT
esrj-20994	20	1	los	los	PROPN
esrj-20994	20	2	resultados	resultados	PROPN
esrj-20994	20	3	fueron	fueron	PROPN
esrj-20994	20	4	consistentes	consistente	VERB
esrj-20994	20	5	con	con	PROPN
esrj-20994	20	6	los	los	PROPN
esrj-20994	20	7	establecidos	establecido	NOUN
esrj-20994	20	8	mediante	mediante	PROPN
esrj-20994	20	9	el	el	PROPN
esrj-20994	20	10	análisis	análisis	PROPN
esrj-20994	20	11	de	de	PROPN
esrj-20994	20	12	física	física	PROPN
esrj-20994	20	13	de	de	PROPN
esrj-20994	20	14	rocas	rocas	PROPN
esrj-20994	20	15	.	.	PUNCT
esrj-20994	21	1	la	la	PROPN
esrj-20994	21	2	relación	relación	PROPN
esrj-20994	21	3	entre	entre	PROPN
esrj-20994	21	4	los	los	PROPN
esrj-20994	21	5	mapas	mapas	PROPN
esrj-20994	21	6	de	de	PROPN
esrj-20994	21	7	propiedades	propiedades	PROPN
esrj-20994	21	8	y	y	PROPN
esrj-20994	21	9	los	los	PROPN
esrj-20994	21	10	estudios	estudios	PROPN
esrj-20994	21	11	geológicos	geológicos	PROPN
esrj-20994	21	12	disponibles	disponibles	PROPN
esrj-20994	21	13	del	del	PROPN
esrj-20994	21	14	yacimiento	yacimiento	PROPN
esrj-20994	21	15	hicieron	hicieron	PROPN
esrj-20994	21	16	posible	posible	ADJ
esrj-20994	21	17	interpretar	interpretar	NOUN
esrj-20994	21	18	y	y	PROPN
esrj-20994	21	19	caracterizar	caracterizar	PROPN
esrj-20994	21	20	el	el	PROPN
esrj-20994	21	21	yacimiento	yacimiento	PROPN
esrj-20994	21	22	.	.	PUNCT
esrj-20994	22	1	los	los	PROPN
esrj-20994	22	2	resultados	resultado	VERB
esrj-20994	22	3	obtenidos	obtenido	NOUN
esrj-20994	22	4	muestran	muestran	PROPN
esrj-20994	22	5	una	una	PROPN
esrj-20994	22	6	importante	importante	PROPN
esrj-20994	22	7	capacidad	capacidad	PROPN
esrj-20994	22	8	para	para	PROPN
esrj-20994	22	9	calcular	calcular	PROPN
esrj-20994	22	10	propiedades	propiedades	PROPN
esrj-20994	22	11	del	del	PROPN
esrj-20994	22	12	yacimiento	yacimiento	PROPN
esrj-20994	22	13	en	en	PROPN
esrj-20994	22	14	áreas	áreas	PROPN
esrj-20994	22	15	fuera	fuera	X
esrj-20994	22	16	de	de	PROPN
esrj-20994	22	17	la	la	PROPN
esrj-20994	22	18	influencia	influencia	PROPN
esrj-20994	22	19	de	de	PROPN
esrj-20994	22	20	los	los	PROPN
esrj-20994	22	21	pozos	pozos	PROPN
esrj-20994	22	22	.	.	PUNCT
esrj-20994	23	1	las	las	NOUN
esrj-20994	23	2	ecuaciones	ecuacione	NOUN
esrj-20994	23	3	polinómicas	polinómicas	PROPN
esrj-20994	23	4	usadas	usadas	PROPN
esrj-20994	23	5	para	para	PROPN
esrj-20994	23	6	los	los	PROPN
esrj-20994	23	7	cálculos	cálculos	PROPN
esrj-20994	23	8	fueron	fueron	PROPN
esrj-20994	23	9	establecidas	establecida	VERB
esrj-20994	23	10	a	a	DET
esrj-20994	23	11	través	través	PROPN
esrj-20994	23	12	del	del	X
esrj-20994	23	13	agrupamiento	agrupamiento	ADP
esrj-20994	23	14	jerárquico	jerárquico	PROPN
esrj-20994	23	15	ponderado	ponderado	PROPN
esrj-20994	23	16	de	de	X
esrj-20994	23	17	atributos	atributos	X
esrj-20994	23	18	y	y	PROPN
esrj-20994	23	19	los	los	PROPN
esrj-20994	23	20	coeficientes	coeficientes	PROPN
esrj-20994	23	21	fueron	fueron	PROPN
esrj-20994	23	22	estimados	estimado	VERB
esrj-20994	23	23	usando	usando	PROPN
esrj-20994	23	24	la	la	PROPN
esrj-20994	23	25	matriz	matriz	PROPN
esrj-20994	23	26	inversa	inversa	PROPN
esrj-20994	23	27	generalizada	generalizada	PROPN
esrj-20994	23	28	.	.	PUNCT
esrj-20994	24	1	introduction	introduction	NOUN
esrj-20994	24	2	the	the	DET
esrj-20994	24	3	orito	orito	ADJ
esrj-20994	24	4	field	field	NOUN
esrj-20994	24	5	in	in	ADP
esrj-20994	24	6	the	the	DET
esrj-20994	24	7	putumayo	putumayo	NOUN
esrj-20994	24	8	basin	basin	NOUN
esrj-20994	24	9	,	,	PUNCT
esrj-20994	24	10	one	one	NUM
esrj-20994	24	11	of	of	ADP
esrj-20994	24	12	the	the	DET
esrj-20994	24	13	more	more	ADV
esrj-20994	24	14	developed	developed	ADJ
esrj-20994	24	15	and	and	CCONJ
esrj-20994	24	16	well	well	ADV
esrj-20994	24	17	known	know	VERB
esrj-20994	24	18	reservoirs	reservoir	NOUN
esrj-20994	24	19	in	in	ADP
esrj-20994	24	20	colombia	colombia	PROPN
esrj-20994	24	21	,	,	PUNCT
esrj-20994	24	22	is	be	AUX
esrj-20994	24	23	located	locate	VERB
esrj-20994	24	24	at	at	ADP
esrj-20994	24	25	the	the	DET
esrj-20994	24	26	southwest	southwest	NOUN
esrj-20994	24	27	of	of	ADP
esrj-20994	24	28	colombia	colombia	PROPN
esrj-20994	24	29	near	near	ADP
esrj-20994	24	30	the	the	DET
esrj-20994	24	31	ecuadorian	ecuadorian	ADJ
esrj-20994	24	32	border	border	NOUN
esrj-20994	24	33	(	(	PUNCT
esrj-20994	24	34	figure	figure	NOUN
esrj-20994	24	35	1	1	NUM
esrj-20994	24	36	)	)	PUNCT
esrj-20994	24	37	.	.	PUNCT
esrj-20994	25	1	the	the	DET
esrj-20994	25	2	orito	orito	ADJ
esrj-20994	25	3	field	field	NOUN
esrj-20994	25	4	is	be	AUX
esrj-20994	25	5	located	locate	VERB
esrj-20994	25	6	on	on	ADP
esrj-20994	25	7	an	an	DET
esrj-20994	25	8	asymmetrical	asymmetrical	ADJ
esrj-20994	25	9	anticline	anticline	NOUN
esrj-20994	25	10	(	(	PUNCT
esrj-20994	25	11	north	north	NOUN
esrj-20994	25	12	dome	dome	NOUN
esrj-20994	25	13	)	)	PUNCT
esrj-20994	25	14	limited	limit	VERB
esrj-20994	25	15	by	by	ADP
esrj-20994	25	16	orito	orito	ADJ
esrj-20994	25	17	fault	fault	NOUN
esrj-20994	25	18	at	at	ADP
esrj-20994	25	19	east	east	PROPN
esrj-20994	25	20	,	,	PUNCT
esrj-20994	25	21	and	and	CCONJ
esrj-20994	25	22	at	at	ADP
esrj-20994	25	23	the	the	DET
esrj-20994	25	24	north	north	NOUN
esrj-20994	25	25	with	with	ADP
esrj-20994	25	26	a	a	DET
esrj-20994	25	27	system	system	NOUN
esrj-20994	25	28	of	of	ADP
esrj-20994	25	29	inverse	inverse	NOUN
esrj-20994	25	30	faults	fault	NOUN
esrj-20994	25	31	oriented	orient	VERB
esrj-20994	25	32	in	in	ADP
esrj-20994	25	33	ne	ne	PROPN
esrj-20994	25	34	-	-	PROPN
esrj-20994	25	35	sw	sw	PROPN
esrj-20994	25	36	.	.	PUNCT
esrj-20994	26	1	the	the	DET
esrj-20994	26	2	caballos	caballos	ADJ
esrj-20994	26	3	formation	formation	NOUN
esrj-20994	26	4	is	be	AUX
esrj-20994	26	5	part	part	NOUN
esrj-20994	26	6	of	of	ADP
esrj-20994	26	7	the	the	DET
esrj-20994	26	8	sandstone	sandstone	NOUN
esrj-20994	26	9	belt	belt	NOUN
esrj-20994	26	10	deposited	deposit	VERB
esrj-20994	26	11	during	during	ADP
esrj-20994	26	12	the	the	DET
esrj-20994	26	13	aptian	aptian	ADJ
esrj-20994	26	14	–	–	PUNCT
esrj-20994	26	15	albian	albian	ADJ
esrj-20994	26	16	over	over	ADP
esrj-20994	26	17	a	a	DET
esrj-20994	26	18	triassic	triassic	NOUN
esrj-20994	26	19	-	-	PUNCT
esrj-20994	26	20	jurassic	jurassic	NOUN
esrj-20994	26	21	eroded	eroded	ADJ
esrj-20994	26	22	surface	surface	NOUN
esrj-20994	26	23	in	in	ADP
esrj-20994	26	24	an	an	DET
esrj-20994	26	25	extent	extent	NOUN
esrj-20994	26	26	littoral	littoral	ADJ
esrj-20994	26	27	system	system	NOUN
esrj-20994	26	28	.	.	PUNCT
esrj-20994	27	1	in	in	ADP
esrj-20994	27	2	2001	2001	NUM
esrj-20994	27	3	the	the	DET
esrj-20994	27	4	colombian	colombian	ADJ
esrj-20994	27	5	state	state	PROPN
esrj-20994	27	6	petroleum	petroleum	PROPN
esrj-20994	27	7	co.	co.	PROPN
esrj-20994	27	8	ecopetrol	ecopetrol	NOUN
esrj-20994	27	9	,	,	PUNCT
esrj-20994	27	10	acquired	acquire	VERB
esrj-20994	27	11	a	a	DET
esrj-20994	27	12	3d	3d	NUM
esrj-20994	27	13	volume	volume	NOUN
esrj-20994	27	14	of	of	ADP
esrj-20994	27	15	seismic	seismic	ADJ
esrj-20994	27	16	data	datum	NOUN
esrj-20994	27	17	over	over	ADP
esrj-20994	27	18	an	an	DET
esrj-20994	27	19	area	area	NOUN
esrj-20994	27	20	of	of	ADP
esrj-20994	27	21	50	50	NUM
esrj-20994	27	22	km2	km2	NOUN
esrj-20994	27	23	to	to	PART
esrj-20994	27	24	provide	provide	VERB
esrj-20994	27	25	high	high	ADJ
esrj-20994	27	26	quality	quality	NOUN
esrj-20994	27	27	structural	structural	ADJ
esrj-20994	27	28	images	image	NOUN
esrj-20994	27	29	.	.	PUNCT
esrj-20994	28	1	the	the	DET
esrj-20994	28	2	field	field	NOUN
esrj-20994	28	3	has	have	VERB
esrj-20994	28	4	26	26	NUM
esrj-20994	28	5	production	production	NOUN
esrj-20994	28	6	wells	well	NOUN
esrj-20994	28	7	located	locate	VERB
esrj-20994	28	8	in	in	ADP
esrj-20994	28	9	this	this	DET
esrj-20994	28	10	zone	zone	NOUN
esrj-20994	28	11	but	but	CCONJ
esrj-20994	28	12	only	only	ADV
esrj-20994	28	13	16	16	NUM
esrj-20994	28	14	drilled	drill	VERB
esrj-20994	28	15	the	the	DET
esrj-20994	28	16	caballos	caballos	ADJ
esrj-20994	28	17	formation	formation	NOUN
esrj-20994	28	18	.	.	PUNCT
esrj-20994	29	1	due	due	ADP
esrj-20994	29	2	to	to	ADP
esrj-20994	29	3	the	the	DET
esrj-20994	29	4	absence	absence	NOUN
esrj-20994	29	5	of	of	ADP
esrj-20994	29	6	outcrops	outcrop	NOUN
esrj-20994	29	7	of	of	ADP
esrj-20994	29	8	the	the	DET
esrj-20994	29	9	cretaceous	cretaceous	ADJ
esrj-20994	29	10	unit	unit	NOUN
esrj-20994	29	11	in	in	ADP
esrj-20994	29	12	the	the	DET
esrj-20994	29	13	basin	basin	NOUN
esrj-20994	29	14	and	and	CCONJ
esrj-20994	29	15	the	the	DET
esrj-20994	29	16	access	access	NOUN
esrj-20994	29	17	restrictions	restriction	NOUN
esrj-20994	29	18	to	to	ADP
esrj-20994	29	19	the	the	DET
esrj-20994	29	20	zone	zone	NOUN
esrj-20994	29	21	,	,	PUNCT
esrj-20994	29	22	the	the	DET
esrj-20994	29	23	geological	geological	ADJ
esrj-20994	29	24	information	information	NOUN
esrj-20994	29	25	is	be	AUX
esrj-20994	29	26	mainly	mainly	ADV
esrj-20994	29	27	provided	provide	VERB
esrj-20994	29	28	by	by	ADP
esrj-20994	29	29	ecopetrol´s	ecopetrol´s	ADJ
esrj-20994	29	30	internal	internal	ADJ
esrj-20994	29	31	reports	report	NOUN
esrj-20994	29	32	.	.	PUNCT
esrj-20994	30	1	the	the	DET
esrj-20994	30	2	more	more	ADV
esrj-20994	30	3	recent	recent	ADJ
esrj-20994	30	4	researches	research	NOUN
esrj-20994	30	5	have	have	AUX
esrj-20994	30	6	established	establish	VERB
esrj-20994	30	7	a	a	DET
esrj-20994	30	8	geological	geological	ADJ
esrj-20994	30	9	model	model	NOUN
esrj-20994	30	10	and	and	CCONJ
esrj-20994	30	11	also	also	ADV
esrj-20994	30	12	identified	identify	VERB
esrj-20994	30	13	the	the	DET
esrj-20994	30	14	depositional	depositional	ADJ
esrj-20994	30	15	environment	environment	NOUN
esrj-20994	30	16	due	due	ADP
esrj-20994	30	17	to	to	ADP
esrj-20994	30	18	the	the	DET
esrj-20994	30	19	absence	absence	NOUN
esrj-20994	30	20	of	of	ADP
esrj-20994	30	21	outcrops	outcrop	NOUN
esrj-20994	30	22	of	of	ADP
esrj-20994	30	23	the	the	DET
esrj-20994	30	24	cretaceous	cretaceous	ADJ
esrj-20994	30	25	unit	unit	NOUN
esrj-20994	30	26	in	in	ADP
esrj-20994	30	27	the	the	DET
esrj-20994	30	28	basin	basin	NOUN
esrj-20994	30	29	and	and	CCONJ
esrj-20994	30	30	the	the	DET
esrj-20994	30	31	access	access	NOUN
esrj-20994	30	32	restrictions	restriction	NOUN
esrj-20994	30	33	to	to	ADP
esrj-20994	30	34	the	the	DET
esrj-20994	30	35	zone	zone	NOUN
esrj-20994	30	36	,	,	PUNCT
esrj-20994	30	37	the	the	DET
esrj-20994	30	38	geological	geological	ADJ
esrj-20994	30	39	information	information	NOUN
esrj-20994	30	40	is	be	AUX
esrj-20994	30	41	mainly	mainly	ADV
esrj-20994	30	42	provided	provide	VERB
esrj-20994	30	43	by	by	ADP
esrj-20994	30	44	earth	earth	NOUN
esrj-20994	30	45	sciences	sciences	PROPN
esrj-20994	30	46	research	research	PROPN
esrj-20994	30	47	journal	journal	PROPN
esrj-20994	30	48	earth	earth	PROPN
esrj-20994	30	49	sci	sci	PROPN
esrj-20994	30	50	.	.	PUNCT
esrj-20994	31	1	res	res	PROPN
esrj-20994	31	2	.	.	PUNCT
esrj-20994	31	3	s	s	PART
esrj-20994	31	4	j.	j.	PROPN
esrj-20994	31	5	vol	vol	PROPN
esrj-20994	31	6	.	.	PROPN
esrj-20994	32	1	14	14	NUM
esrj-20994	32	2	,	,	PUNCT
esrj-20994	32	3	no	no	INTJ
esrj-20994	32	4	.	.	NOUN
esrj-20994	32	5	2	2	NUM
esrj-20994	32	6	(	(	PUNCT
esrj-20994	32	7	december	december	PROPN
esrj-20994	32	8	,	,	PUNCT
esrj-20994	32	9	2010	2010	NUM
esrj-20994	32	10	):	):	PUNCT
esrj-20994	32	11	173	173	NUM
esrj-20994	32	12	-	-	PUNCT
esrj-20994	32	13	180research	180research	PROPN
esrj-20994	32	14	groupin	groupin	NOUN
esrj-20994	32	15	geophysics	geophysic	NOUN
esrj-20994	32	16	universidad	universidad	PROPN
esrj-20994	32	17	nacional	nacional	PROPN
esrj-20994	32	18	de	de	X
esrj-20994	32	19	colombia	colombia	PROPN
esrj-20994	32	20	keywords	keyword	NOUN
esrj-20994	32	21	:	:	PUNCT
esrj-20994	32	22	reservoir	reservoir	NOUN
esrj-20994	32	23	characterization	characterization	NOUN
esrj-20994	32	24	,	,	PUNCT
esrj-20994	32	25	seismic	seismic	ADJ
esrj-20994	32	26	attributes	attribute	NOUN
esrj-20994	32	27	,	,	PUNCT
esrj-20994	32	28	seismic	seismic	ADJ
esrj-20994	32	29	inversion	inversion	NOUN
esrj-20994	32	30	,	,	PUNCT
esrj-20994	32	31	caballos	caballos	ADJ
esrj-20994	32	32	formation	formation	NOUN
esrj-20994	32	33	,	,	PUNCT
esrj-20994	32	34	orito	orito	ADJ
esrj-20994	32	35	field	field	NOUN
esrj-20994	32	36	.	.	PUNCT
esrj-20994	33	1	palabras	palabras	PROPN
esrj-20994	33	2	clave	clave	PROPN
esrj-20994	33	3	:	:	PUNCT
esrj-20994	33	4	caracterización	caracterización	PROPN
esrj-20994	33	5	de	de	PROPN
esrj-20994	33	6	reservorios	reservorio	NOUN
esrj-20994	33	7	,	,	PUNCT
esrj-20994	33	8	atributos	atributo	NOUN
esrj-20994	33	9	sísmicos	sísmicos	PROPN
esrj-20994	33	10	,	,	PUNCT
esrj-20994	33	11	inversión	inversión	PROPN
esrj-20994	33	12	sísmica	sísmica	PROPN
esrj-20994	33	13	,	,	PUNCT
esrj-20994	33	14	formación	formación	PROPN
esrj-20994	33	15	caballos	caballos	PROPN
esrj-20994	33	16	,	,	PUNCT
esrj-20994	33	17	campo	campo	PROPN
esrj-20994	33	18	orito	orito	PROPN
esrj-20994	33	19	.	.	PUNCT
esrj-20994	34	1	record	record	NOUN
esrj-20994	34	2	manuscript	manuscript	NOUN
esrj-20994	34	3	received	receive	VERB
esrj-20994	34	4	:	:	PUNCT
esrj-20994	34	5	20/04/2010	20/04/2010	NUM
esrj-20994	34	6	accepted	accept	VERB
esrj-20994	34	7	for	for	ADP
esrj-20994	34	8	publication	publication	NOUN
esrj-20994	34	9	:	:	PUNCT
esrj-20994	34	10	15/11/2010	15/11/2010	NUM
esrj-20994	34	11	ecopetrol´s	ecopetrol´s	ADJ
esrj-20994	34	12	internal	internal	ADJ
esrj-20994	34	13	reports	report	NOUN
esrj-20994	34	14	.	.	PUNCT
esrj-20994	35	1	the	the	DET
esrj-20994	35	2	more	more	ADV
esrj-20994	35	3	recent	recent	ADJ
esrj-20994	35	4	researches	research	NOUN
esrj-20994	35	5	have	have	AUX
esrj-20994	35	6	established	establish	VERB
esrj-20994	35	7	a	a	DET
esrj-20994	35	8	geological	geological	ADJ
esrj-20994	35	9	model	model	NOUN
esrj-20994	35	10	and	and	CCONJ
esrj-20994	35	11	also	also	ADV
esrj-20994	35	12	identified	identify	VERB
esrj-20994	35	13	the	the	DET
esrj-20994	35	14	depositional	depositional	ADJ
esrj-20994	35	15	environment	environment	NOUN
esrj-20994	35	16	(	(	PUNCT
esrj-20994	35	17	amaya	amaya	PROPN
esrj-20994	35	18	,	,	PUNCT
esrj-20994	35	19	1996	1996	NUM
esrj-20994	35	20	;	;	PUNCT
esrj-20994	36	1	amaya	amaya	PROPN
esrj-20994	36	2	and	and	CCONJ
esrj-20994	36	3	centanaro	centanaro	PROPN
esrj-20994	36	4	,	,	PUNCT
esrj-20994	36	5	1997	1997	NUM
esrj-20994	36	6	)	)	PUNCT
esrj-20994	36	7	.	.	PUNCT
esrj-20994	37	1	according	accord	VERB
esrj-20994	37	2	to	to	ADP
esrj-20994	37	3	them	they	PRON
esrj-20994	37	4	,	,	PUNCT
esrj-20994	37	5	the	the	DET
esrj-20994	37	6	caballos	caballos	ADJ
esrj-20994	37	7	formation	formation	NOUN
esrj-20994	37	8	represents	represent	VERB
esrj-20994	37	9	the	the	DET
esrj-20994	37	10	oldest	old	ADJ
esrj-20994	37	11	cretaceous	cretaceous	ADJ
esrj-20994	37	12	unit	unit	NOUN
esrj-20994	37	13	deposited	deposit	VERB
esrj-20994	37	14	immediately	immediately	ADV
esrj-20994	37	15	above	above	ADP
esrj-20994	37	16	the	the	DET
esrj-20994	37	17	triassic	triassic	NOUN
esrj-20994	37	18	-	-	PUNCT
esrj-20994	37	19	jurassic	jurassic	NOUN
esrj-20994	37	20	surface	surface	NOUN
esrj-20994	37	21	and	and	CCONJ
esrj-20994	37	22	is	be	AUX
esrj-20994	37	23	a	a	DET
esrj-20994	37	24	retro	retro	ADJ
esrj-20994	37	25	gradational	gradational	ADJ
esrj-20994	37	26	sequence	sequence	NOUN
esrj-20994	37	27	deposited	deposit	VERB
esrj-20994	37	28	in	in	ADP
esrj-20994	37	29	an	an	DET
esrj-20994	37	30	estuarine	estuarine	NOUN
esrj-20994	37	31	environment	environment	NOUN
esrj-20994	37	32	dominated	dominate	VERB
esrj-20994	37	33	by	by	ADP
esrj-20994	37	34	tides	tide	NOUN
esrj-20994	37	35	(	(	PUNCT
esrj-20994	37	36	figure	figure	NOUN
esrj-20994	37	37	2	2	NUM
esrj-20994	37	38	)	)	PUNCT
esrj-20994	37	39	and	and	CCONJ
esrj-20994	37	40	it	it	PRON
esrj-20994	37	41	is	be	AUX
esrj-20994	37	42	constituted	constitute	VERB
esrj-20994	37	43	predominant	predominant	ADJ
esrj-20994	37	44	by	by	ADP
esrj-20994	37	45	medium	medium	NOUN
esrj-20994	37	46	to	to	ADP
esrj-20994	37	47	fine	fine	ADJ
esrj-20994	37	48	sandstone	sandstone	NOUN
esrj-20994	37	49	with	with	ADP
esrj-20994	37	50	local	local	ADJ
esrj-20994	37	51	coarse	coarse	NOUN
esrj-20994	37	52	grained	grain	VERB
esrj-20994	37	53	and	and	CCONJ
esrj-20994	37	54	grey	grey	ADJ
esrj-20994	37	55	mudstone	mudstone	NOUN
esrj-20994	37	56	interbedded	interbedde	VERB
esrj-20994	37	57	with	with	ADP
esrj-20994	37	58	organic	organic	ADJ
esrj-20994	37	59	matter	matter	NOUN
esrj-20994	37	60	,	,	PUNCT
esrj-20994	37	61	glauconite	glauconite	NOUN
esrj-20994	37	62	and	and	CCONJ
esrj-20994	37	63	pyrite	pyrite	NOUN
esrj-20994	37	64	.	.	PUNCT
esrj-20994	38	1	by	by	ADP
esrj-20994	38	2	years	year	NOUN
esrj-20994	38	3	,	,	PUNCT
esrj-20994	38	4	the	the	DET
esrj-20994	38	5	main	main	ADJ
esrj-20994	38	6	goal	goal	NOUN
esrj-20994	38	7	of	of	ADP
esrj-20994	38	8	seismic	seismic	ADJ
esrj-20994	38	9	information	information	NOUN
esrj-20994	38	10	has	have	AUX
esrj-20994	38	11	been	be	AUX
esrj-20994	38	12	to	to	PART
esrj-20994	38	13	provide	provide	VERB
esrj-20994	38	14	time	time	NOUN
esrj-20994	38	15	depth	depth	NOUN
esrj-20994	38	16	structural	structural	ADJ
esrj-20994	38	17	interpretation	interpretation	NOUN
esrj-20994	38	18	,	,	PUNCT
esrj-20994	38	19	discarding	discard	VERB
esrj-20994	38	20	its	its	PRON
esrj-20994	38	21	capacity	capacity	NOUN
esrj-20994	38	22	to	to	PART
esrj-20994	38	23	predict	predict	VERB
esrj-20994	38	24	rock	rock	NOUN
esrj-20994	38	25	properties	property	NOUN
esrj-20994	38	26	although	although	SCONJ
esrj-20994	38	27	is	be	AUX
esrj-20994	38	28	widely	widely	ADV
esrj-20994	38	29	accepted	accept	VERB
esrj-20994	38	30	that	that	SCONJ
esrj-20994	38	31	3d	3d	PROPN
esrj-20994	38	32	seismic	seismic	ADJ
esrj-20994	38	33	data	datum	NOUN
esrj-20994	38	34	provides	provide	VERB
esrj-20994	38	35	more	more	ADJ
esrj-20994	38	36	information	information	NOUN
esrj-20994	38	37	about	about	ADP
esrj-20994	38	38	the	the	DET
esrj-20994	38	39	reservoir	reservoir	NOUN
esrj-20994	38	40	than	than	ADP
esrj-20994	38	41	borehole	borehole	NOUN
esrj-20994	38	42	data	datum	NOUN
esrj-20994	38	43	,	,	PUNCT
esrj-20994	38	44	but	but	CCONJ
esrj-20994	38	45	with	with	ADP
esrj-20994	38	46	less	less	ADV
esrj-20994	38	47	vertical	vertical	ADJ
esrj-20994	38	48	174	174	NUM
esrj-20994	38	49	jairo	jairo	PROPN
esrj-20994	38	50	g.	g.	PROPN
esrj-20994	38	51	guerrero	guerrero	PROPN
esrj-20994	38	52	,	,	PUNCT
esrj-20994	38	53	carlos	carlos	PROPN
esrj-20994	38	54	a.	a.	PROPN
esrj-20994	38	55	vargas	vargas	PROPN
esrj-20994	38	56	and	and	CCONJ
esrj-20994	38	57	luis	luis	PROPN
esrj-20994	38	58	a.	a.	PROPN
esrj-20994	38	59	montes	montes	PROPN
esrj-20994	38	60	figure	figure	NOUN
esrj-20994	38	61	1	1	NUM
esrj-20994	38	62	.	.	PUNCT
esrj-20994	39	1	the	the	DET
esrj-20994	39	2	orito	orito	ADJ
esrj-20994	39	3	field	field	NOUN
esrj-20994	39	4	is	be	AUX
esrj-20994	39	5	at	at	ADP
esrj-20994	39	6	sw	sw	PROPN
esrj-20994	39	7	of	of	ADP
esrj-20994	39	8	colombia	colombia	PROPN
esrj-20994	39	9	in	in	ADP
esrj-20994	39	10	the	the	DET
esrj-20994	39	11	putumayo	putumayo	NOUN
esrj-20994	39	12	basin	basin	NOUN
esrj-20994	39	13	,	,	PUNCT
esrj-20994	39	14	near	near	ADP
esrj-20994	39	15	de	de	X
esrj-20994	39	16	ecuadorian	ecuadorian	ADJ
esrj-20994	39	17	border	border	NOUN
esrj-20994	39	18	.	.	PUNCT
esrj-20994	40	1	at	at	ADP
esrj-20994	40	2	left	leave	VERB
esrj-20994	40	3	the	the	DET
esrj-20994	40	4	3d	3d	NUM
esrj-20994	40	5	survey	survey	NOUN
esrj-20994	40	6	with	with	ADP
esrj-20994	40	7	the	the	DET
esrj-20994	40	8	16	16	NUM
esrj-20994	40	9	hole	hole	NOUN
esrj-20994	40	10	positions	position	NOUN
esrj-20994	40	11	.	.	PUNCT
esrj-20994	41	1	figure	figure	NOUN
esrj-20994	41	2	2	2	NUM
esrj-20994	41	3	.	.	PUNCT
esrj-20994	42	1	at	at	ADP
esrj-20994	42	2	left	leave	VERB
esrj-20994	42	3	the	the	DET
esrj-20994	42	4	generalized	generalized	ADJ
esrj-20994	42	5	stratigraphic	stratigraphic	ADJ
esrj-20994	42	6	column	column	NOUN
esrj-20994	42	7	of	of	ADP
esrj-20994	42	8	the	the	DET
esrj-20994	42	9	putumayo	putumayo	NOUN
esrj-20994	42	10	basin	basin	NOUN
esrj-20994	42	11	.	.	PUNCT
esrj-20994	43	1	at	at	ADP
esrj-20994	43	2	right	right	ADV
esrj-20994	43	3	the	the	DET
esrj-20994	43	4	facies	facie	NOUN
esrj-20994	43	5	of	of	ADP
esrj-20994	43	6	the	the	DET
esrj-20994	43	7	caballos	caballos	ADJ
esrj-20994	43	8	formation	formation	NOUN
esrj-20994	43	9	.	.	PUNCT
esrj-20994	44	1	resolution	resolution	NOUN
esrj-20994	44	2	.	.	PUNCT
esrj-20994	45	1	the	the	DET
esrj-20994	45	2	basic	basic	ADJ
esrj-20994	45	3	assumption	assumption	NOUN
esrj-20994	45	4	for	for	ADP
esrj-20994	45	5	extracting	extract	VERB
esrj-20994	45	6	seismic	seismic	ADJ
esrj-20994	45	7	attributes	attribute	NOUN
esrj-20994	45	8	from	from	ADP
esrj-20994	45	9	seismic	seismic	ADJ
esrj-20994	45	10	information	information	NOUN
esrj-20994	45	11	is	be	AUX
esrj-20994	45	12	a	a	DET
esrj-20994	45	13	good	good	ADJ
esrj-20994	45	14	quality	quality	NOUN
esrj-20994	45	15	data	datum	NOUN
esrj-20994	45	16	(	(	PUNCT
esrj-20994	45	17	tanner	tanner	NOUN
esrj-20994	45	18	et	et	NOUN
esrj-20994	45	19	al	al	PROPN
esrj-20994	45	20	.	.	PROPN
esrj-20994	45	21	,	,	PUNCT
esrj-20994	45	22	1979	1979	NUM
esrj-20994	45	23	)	)	PUNCT
esrj-20994	45	24	;	;	PUNCT
esrj-20994	45	25	however	however	ADV
esrj-20994	45	26	in	in	ADP
esrj-20994	45	27	colombia	colombia	PROPN
esrj-20994	45	28	just	just	ADV
esrj-20994	45	29	few	few	ADJ
esrj-20994	45	30	studies	study	NOUN
esrj-20994	45	31	have	have	AUX
esrj-20994	45	32	been	be	AUX
esrj-20994	45	33	published	publish	VERB
esrj-20994	45	34	using	use	VERB
esrj-20994	45	35	the	the	DET
esrj-20994	45	36	approach	approach	NOUN
esrj-20994	45	37	of	of	ADP
esrj-20994	45	38	seismic	seismic	ADJ
esrj-20994	45	39	attributes	attribute	NOUN
esrj-20994	45	40	involving	involve	VERB
esrj-20994	45	41	multiattribute	multiattribute	NOUN
esrj-20994	45	42	analysis	analysis	NOUN
esrj-20994	45	43	(	(	PUNCT
esrj-20994	45	44	gomez	gomez	PROPN
esrj-20994	45	45	et	et	PROPN
esrj-20994	45	46	al	al	PROPN
esrj-20994	45	47	.	.	PROPN
esrj-20994	45	48	,	,	PUNCT
esrj-20994	45	49	2005	2005	NUM
esrj-20994	45	50	)	)	PUNCT
esrj-20994	45	51	.	.	PUNCT
esrj-20994	46	1	the	the	DET
esrj-20994	46	2	attributes	attribute	NOUN
esrj-20994	46	3	are	be	AUX
esrj-20994	46	4	extracted	extract	VERB
esrj-20994	46	5	from	from	ADP
esrj-20994	46	6	basic	basic	ADJ
esrj-20994	46	7	seismic	seismic	ADJ
esrj-20994	46	8	parameters	parameter	NOUN
esrj-20994	46	9	(	(	PUNCT
esrj-20994	46	10	time	time	NOUN
esrj-20994	46	11	,	,	PUNCT
esrj-20994	46	12	amplitude	amplitude	NOUN
esrj-20994	46	13	and	and	CCONJ
esrj-20994	46	14	frequency	frequency	NOUN
esrj-20994	46	15	,	,	PUNCT
esrj-20994	46	16	etc	etc	X
esrj-20994	46	17	)	)	PUNCT
esrj-20994	46	18	with	with	ADP
esrj-20994	46	19	widely	widely	ADV
esrj-20994	46	20	available	available	ADJ
esrj-20994	46	21	tools	tool	NOUN
esrj-20994	46	22	to	to	PART
esrj-20994	46	23	quantify	quantify	VERB
esrj-20994	46	24	and	and	CCONJ
esrj-20994	46	25	analyze	analyze	VERB
esrj-20994	46	26	geologically	geologically	ADV
esrj-20994	46	27	this	this	DET
esrj-20994	46	28	information	information	NOUN
esrj-20994	46	29	(	(	PUNCT
esrj-20994	46	30	brown	brown	ADJ
esrj-20994	46	31	,	,	PUNCT
esrj-20994	46	32	1996	1996	NUM
esrj-20994	46	33	)	)	PUNCT
esrj-20994	46	34	.	.	PUNCT
esrj-20994	47	1	every	every	DET
esrj-20994	47	2	attribute	attribute	NOUN
esrj-20994	47	3	has	have	VERB
esrj-20994	47	4	a	a	DET
esrj-20994	47	5	particular	particular	ADJ
esrj-20994	47	6	usefulness	usefulness	NOUN
esrj-20994	47	7	to	to	PART
esrj-20994	47	8	give	give	VERB
esrj-20994	47	9	information	information	NOUN
esrj-20994	47	10	about	about	ADP
esrj-20994	47	11	reservoir	reservoir	NOUN
esrj-20994	47	12	and	and	CCONJ
esrj-20994	47	13	to	to	PART
esrj-20994	47	14	predict	predict	VERB
esrj-20994	47	15	rock´s	rock´s	NOUN
esrj-20994	47	16	properties	property	NOUN
esrj-20994	47	17	.	.	PUNCT
esrj-20994	48	1	this	this	DET
esrj-20994	48	2	paper	paper	NOUN
esrj-20994	48	3	shows	show	VERB
esrj-20994	48	4	the	the	DET
esrj-20994	48	5	advantage	advantage	NOUN
esrj-20994	48	6	of	of	ADP
esrj-20994	48	7	using	use	VERB
esrj-20994	48	8	seismic	seismic	ADJ
esrj-20994	48	9	information	information	NOUN
esrj-20994	48	10	to	to	PART
esrj-20994	48	11	predict	predict	VERB
esrj-20994	48	12	reservoir	reservoir	NOUN
esrj-20994	48	13	properties	property	NOUN
esrj-20994	48	14	by	by	ADP
esrj-20994	48	15	means	mean	NOUN
esrj-20994	48	16	of	of	ADP
esrj-20994	48	17	multiattribute	multiattribute	NOUN
esrj-20994	48	18	analysis	analysis	NOUN
esrj-20994	48	19	instead	instead	ADV
esrj-20994	48	20	of	of	ADP
esrj-20994	48	21	the	the	DET
esrj-20994	48	22	traditional	traditional	ADJ
esrj-20994	48	23	use	use	NOUN
esrj-20994	48	24	of	of	ADP
esrj-20994	48	25	wells	well	NOUN
esrj-20994	48	26	and	and	CCONJ
esrj-20994	48	27	single	single	ADJ
esrj-20994	48	28	seismic	seismic	ADJ
esrj-20994	48	29	attribute	attribute	NOUN
esrj-20994	48	30	analysis	analysis	NOUN
esrj-20994	48	31	.	.	PUNCT
esrj-20994	49	1	seismic	seismic	ADJ
esrj-20994	49	2	attributes	attribute	NOUN
esrj-20994	49	3	discriminate	discriminate	VERB
esrj-20994	49	4	wave	wave	NOUN
esrj-20994	49	5	characteristics	characteristic	NOUN
esrj-20994	49	6	related	relate	VERB
esrj-20994	49	7	to	to	ADP
esrj-20994	49	8	rock	rock	NOUN
esrj-20994	49	9	and	and	CCONJ
esrj-20994	49	10	fluid	fluid	NOUN
esrj-20994	49	11	properties	property	NOUN
esrj-20994	49	12	,	,	PUNCT
esrj-20994	49	13	as	as	ADV
esrj-20994	49	14	well	well	ADV
esrj-20994	49	15	as	as	ADP
esrj-20994	49	16	give	give	VERB
esrj-20994	49	17	them	they	PRON
esrj-20994	49	18	more	more	ADJ
esrj-20994	49	19	validity	validity	NOUN
esrj-20994	49	20	according	according	ADP
esrj-20994	49	21	the	the	DET
esrj-20994	49	22	area	area	NOUN
esrj-20994	49	23	of	of	ADP
esrj-20994	49	24	influence	influence	NOUN
esrj-20994	49	25	of	of	ADP
esrj-20994	49	26	the	the	DET
esrj-20994	49	27	wells	well	NOUN
esrj-20994	49	28	.	.	PUNCT
esrj-20994	50	1	however	however	ADV
esrj-20994	50	2	it	it	PRON
esrj-20994	50	3	is	be	AUX
esrj-20994	50	4	necessary	necessary	ADJ
esrj-20994	50	5	to	to	PART
esrj-20994	50	6	corroborate	corroborate	VERB
esrj-20994	50	7	the	the	DET
esrj-20994	50	8	behavior	behavior	NOUN
esrj-20994	50	9	of	of	ADP
esrj-20994	50	10	the	the	DET
esrj-20994	50	11	calculated	calculated	ADJ
esrj-20994	50	12	parameters	parameter	NOUN
esrj-20994	50	13	according	accord	VERB
esrj-20994	50	14	to	to	ADP
esrj-20994	50	15	its	its	PRON
esrj-20994	50	16	geological	geological	ADJ
esrj-20994	50	17	and	and	CCONJ
esrj-20994	50	18	physical	physical	ADJ
esrj-20994	50	19	properties	property	NOUN
esrj-20994	50	20	to	to	PART
esrj-20994	50	21	support	support	VERB
esrj-20994	50	22	the	the	DET
esrj-20994	50	23	interpretation	interpretation	NOUN
esrj-20994	50	24	.	.	PUNCT
esrj-20994	51	1	geophysical	geophysical	ADJ
esrj-20994	51	2	data	datum	NOUN
esrj-20994	51	3	the	the	DET
esrj-20994	51	4	seismic	seismic	ADJ
esrj-20994	51	5	volume	volume	NOUN
esrj-20994	51	6	was	be	AUX
esrj-20994	51	7	acquired	acquire	VERB
esrj-20994	51	8	on	on	ADP
esrj-20994	51	9	a	a	DET
esrj-20994	51	10	rectangular	rectangular	ADJ
esrj-20994	51	11	area	area	NOUN
esrj-20994	51	12	gridded	gridde	VERB
esrj-20994	51	13	in	in	ADP
esrj-20994	51	14	25x25m2	25x25m2	PROPN
esrj-20994	51	15	bin	bin	PROPN
esrj-20994	51	16	size	size	NOUN
esrj-20994	51	17	with	with	ADP
esrj-20994	51	18	10	10	NUM
esrj-20994	51	19	km	km	NOUN
esrj-20994	51	20	inline	inline	NOUN
esrj-20994	51	21	and	and	CCONJ
esrj-20994	51	22	5	5	NUM
esrj-20994	51	23	km	km	NOUN
esrj-20994	51	24	xline	xline	PROPN
esrj-20994	51	25	geometry	geometry	NOUN
esrj-20994	51	26	survey	survey	NOUN
esrj-20994	51	27	,	,	PUNCT
esrj-20994	51	28	2	2	NUM
esrj-20994	51	29	ms	ms	NOUN
esrj-20994	51	30	sample	sample	NOUN
esrj-20994	51	31	rate	rate	NOUN
esrj-20994	51	32	and	and	CCONJ
esrj-20994	51	33	4	4	NUM
esrj-20994	51	34	seconds	second	NOUN
esrj-20994	51	35	record	record	NOUN
esrj-20994	51	36	length	length	NOUN
esrj-20994	51	37	.	.	PUNCT
esrj-20994	52	1	after	after	ADP
esrj-20994	52	2	data	data	NOUN
esrj-20994	52	3	processing	processing	NOUN
esrj-20994	52	4	,	,	PUNCT
esrj-20994	52	5	a	a	DET
esrj-20994	52	6	post	post	NOUN
esrj-20994	52	7	stack	stack	NOUN
esrj-20994	52	8	migrated	migrate	VERB
esrj-20994	52	9	volume	volume	NOUN
esrj-20994	52	10	was	be	AUX
esrj-20994	52	11	provided	provide	VERB
esrj-20994	52	12	which	which	PRON
esrj-20994	52	13	depicts	depict	VERB
esrj-20994	52	14	strong	strong	ADJ
esrj-20994	52	15	and	and	CCONJ
esrj-20994	52	16	well	well	ADV
esrj-20994	52	17	defined	define	VERB
esrj-20994	52	18	reflectors	reflector	NOUN
esrj-20994	52	19	with	with	ADP
esrj-20994	52	20	frequency	frequency	NOUN
esrj-20994	52	21	content	content	NOUN
esrj-20994	52	22	ranging	range	VERB
esrj-20994	52	23	from	from	ADP
esrj-20994	52	24	20	20	NUM
esrj-20994	52	25	to	to	PART
esrj-20994	52	26	60	60	NUM
esrj-20994	52	27	hz	hz	NOUN
esrj-20994	52	28	.	.	PROPN
esrj-20994	53	1	sixteen	sixteen	NUM
esrj-20994	53	2	wells	well	NOUN
esrj-20994	53	3	are	be	AUX
esrj-20994	53	4	crossing	cross	VERB
esrj-20994	53	5	the	the	DET
esrj-20994	53	6	caballos	caballos	ADJ
esrj-20994	53	7	formation	formation	NOUN
esrj-20994	53	8	whose	whose	DET
esrj-20994	53	9	thickness	thickness	NOUN
esrj-20994	53	10	varies	vary	VERB
esrj-20994	53	11	from	from	ADP
esrj-20994	53	12	200	200	NUM
esrj-20994	53	13	to	to	PART
esrj-20994	53	14	300	300	NUM
esrj-20994	53	15	feet	foot	NOUN
esrj-20994	53	16	along	along	ADP
esrj-20994	53	17	the	the	DET
esrj-20994	53	18	field	field	NOUN
esrj-20994	53	19	.	.	PUNCT
esrj-20994	54	1	each	each	DET
esrj-20994	54	2	well	well	ADV
esrj-20994	54	3	possess	possess	VERB
esrj-20994	54	4	a	a	DET
esrj-20994	54	5	set	set	NOUN
esrj-20994	54	6	of	of	ADP
esrj-20994	54	7	well	well	ADV
esrj-20994	54	8	logs	log	NOUN
esrj-20994	54	9	including	include	VERB
esrj-20994	54	10	gamma	gamma	PROPN
esrj-20994	54	11	ray	ray	PROPN
esrj-20994	54	12	,	,	PUNCT
esrj-20994	54	13	sp	sp	NOUN
esrj-20994	54	14	,	,	PUNCT
esrj-20994	54	15	density	density	NOUN
esrj-20994	54	16	,	,	PUNCT
esrj-20994	54	17	neutron	neutron	NOUN
esrj-20994	54	18	,	,	PUNCT
esrj-20994	54	19	sonic	sonic	ADJ
esrj-20994	54	20	,	,	PUNCT
esrj-20994	54	21	resistivity	resistivity	NOUN
esrj-20994	54	22	and	and	CCONJ
esrj-20994	54	23	caliper	caliper	NOUN
esrj-20994	54	24	used	use	VERB
esrj-20994	54	25	to	to	PART
esrj-20994	54	26	calculate	calculate	VERB
esrj-20994	54	27	petrophysical	petrophysical	ADJ
esrj-20994	54	28	and	and	CCONJ
esrj-20994	54	29	physical	physical	ADJ
esrj-20994	54	30	properties	property	NOUN
esrj-20994	54	31	like	like	ADP
esrj-20994	54	32	density	density	NOUN
esrj-20994	54	33	,	,	PUNCT
esrj-20994	54	34	porosity	porosity	NOUN
esrj-20994	54	35	,	,	PUNCT
esrj-20994	54	36	permeability	permeability	NOUN
esrj-20994	54	37	,	,	PUNCT
esrj-20994	54	38	shale	shale	NOUN
esrj-20994	54	39	volume	volume	NOUN
esrj-20994	54	40	,	,	PUNCT
esrj-20994	54	41	p	p	ADJ
esrj-20994	54	42	-	-	PUNCT
esrj-20994	54	43	wave	wave	NOUN
esrj-20994	54	44	velocity	velocity	NOUN
esrj-20994	54	45	,	,	PUNCT
esrj-20994	54	46	acoustic	acoustic	ADJ
esrj-20994	54	47	impedance	impedance	NOUN
esrj-20994	54	48	and	and	CCONJ
esrj-20994	54	49	to	to	PART
esrj-20994	54	50	define	define	VERB
esrj-20994	54	51	lithology	lithology	NOUN
esrj-20994	54	52	(	(	PUNCT
esrj-20994	54	53	figure	figure	NOUN
esrj-20994	54	54	3	3	NUM
esrj-20994	54	55	)	)	PUNCT
esrj-20994	54	56	.	.	PUNCT
esrj-20994	55	1	the	the	DET
esrj-20994	55	2	presence	presence	NOUN
esrj-20994	55	3	of	of	ADP
esrj-20994	55	4	washouts	washout	NOUN
esrj-20994	55	5	in	in	ADP
esrj-20994	55	6	wells	well	NOUN
esrj-20994	55	7	was	be	AUX
esrj-20994	55	8	taken	take	VERB
esrj-20994	55	9	into	into	ADP
esrj-20994	55	10	account	account	NOUN
esrj-20994	55	11	to	to	PART
esrj-20994	55	12	evaluate	evaluate	VERB
esrj-20994	55	13	the	the	DET
esrj-20994	55	14	confidence	confidence	NOUN
esrj-20994	55	15	of	of	ADP
esrj-20994	55	16	the	the	DET
esrj-20994	55	17	calculated	calculated	ADJ
esrj-20994	55	18	values	value	NOUN
esrj-20994	55	19	.	.	PUNCT
esrj-20994	56	1	attribute	attribute	NOUN
esrj-20994	56	2	analysis	analysis	NOUN
esrj-20994	56	3	there	there	PRON
esrj-20994	56	4	are	be	VERB
esrj-20994	56	5	several	several	ADJ
esrj-20994	56	6	attribute	attribute	NOUN
esrj-20994	56	7	classification	classification	NOUN
esrj-20994	56	8	,	,	PUNCT
esrj-20994	56	9	according	accord	VERB
esrj-20994	56	10	to	to	ADP
esrj-20994	56	11	their	their	PRON
esrj-20994	56	12	use	use	NOUN
esrj-20994	56	13	,	,	PUNCT
esrj-20994	56	14	dynamic	dynamic	ADJ
esrj-20994	56	15	/	/	SYM
esrj-20994	56	16	kinematics	kinematic	NOUN
esrj-20994	56	17	features	feature	NOUN
esrj-20994	56	18	and	and	CCONJ
esrj-20994	56	19	reservoir	reservoir	NOUN
esrj-20994	56	20	properties	property	NOUN
esrj-20994	56	21	(	(	PUNCT
esrj-20994	56	22	chen	chen	PROPN
esrj-20994	56	23	and	and	CCONJ
esrj-20994	56	24	sydney	sydney	PROPN
esrj-20994	56	25	,	,	PUNCT
esrj-20994	56	26	1997	1997	NUM
esrj-20994	56	27	)	)	PUNCT
esrj-20994	56	28	,	,	PUNCT
esrj-20994	56	29	wave	wave	NOUN
esrj-20994	56	30	geometry	geometry	NOUN
esrj-20994	56	31	,	,	PUNCT
esrj-20994	56	32	basic	basic	ADJ
esrj-20994	56	33	seismic	seismic	ADJ
esrj-20994	56	34	characteristics	characteristic	NOUN
esrj-20994	56	35	(	(	PUNCT
esrj-20994	56	36	browm	browm	ADJ
esrj-20994	56	37	,	,	PUNCT
esrj-20994	56	38	1996	1996	NUM
esrj-20994	56	39	)	)	PUNCT
esrj-20994	56	40	,	,	PUNCT
esrj-20994	56	41	and	and	CCONJ
esrj-20994	56	42	others	other	NOUN
esrj-20994	56	43	criteria	criterion	NOUN
esrj-20994	56	44	.	.	PUNCT
esrj-20994	57	1	the	the	DET
esrj-20994	57	2	dynamic	dynamic	ADJ
esrj-20994	57	3	/	/	SYM
esrj-20994	57	4	kinematic	kinematic	ADJ
esrj-20994	57	5	traces	trace	NOUN
esrj-20994	57	6	parameters	parameter	NOUN
esrj-20994	57	7	and	and	CCONJ
esrj-20994	57	8	organized	organized	ADJ
esrj-20994	57	9	attributes	attribute	NOUN
esrj-20994	57	10	are	be	AUX
esrj-20994	57	11	related	relate	VERB
esrj-20994	57	12	to	to	ADP
esrj-20994	57	13	reservoir	reservoir	PROPN
esrj-20994	57	14	characteristics	characteristic	NOUN
esrj-20994	57	15	,	,	PUNCT
esrj-20994	57	16	identifying	identify	VERB
esrj-20994	57	17	relationships	relationship	NOUN
esrj-20994	57	18	between	between	ADP
esrj-20994	57	19	seismic	seismic	ADJ
esrj-20994	57	20	attributes	attribute	NOUN
esrj-20994	57	21	and	and	CCONJ
esrj-20994	57	22	petro	petro	NOUN
esrj-20994	57	23	physical	physical	ADJ
esrj-20994	57	24	properties	property	NOUN
esrj-20994	57	25	.	.	PUNCT
esrj-20994	58	1	the	the	DET
esrj-20994	58	2	single	single	ADJ
esrj-20994	58	3	attribute	attribute	NOUN
esrj-20994	58	4	analysis	analysis	NOUN
esrj-20994	58	5	(	(	PUNCT
esrj-20994	58	6	sa	sa	NOUN
esrj-20994	58	7	)	)	PUNCT
esrj-20994	58	8	uses	use	VERB
esrj-20994	58	9	a	a	DET
esrj-20994	58	10	linear	linear	ADJ
esrj-20994	58	11	or	or	CCONJ
esrj-20994	58	12	no	no	DET
esrj-20994	58	13	-	-	PUNCT
esrj-20994	58	14	linear	linear	NOUN
esrj-20994	58	15	relationship	relationship	NOUN
esrj-20994	58	16	between	between	ADP
esrj-20994	58	17	a	a	DET
esrj-20994	58	18	seismic	seismic	ADJ
esrj-20994	58	19	attribute	attribute	NOUN
esrj-20994	58	20	and	and	CCONJ
esrj-20994	58	21	a	a	DET
esrj-20994	58	22	property	property	NOUN
esrj-20994	58	23	using	use	VERB
esrj-20994	58	24	a	a	DET
esrj-20994	58	25	single	single	ADJ
esrj-20994	58	26	trace	trace	NOUN
esrj-20994	58	27	parameter	parameter	NOUN
esrj-20994	58	28	.	.	PUNCT
esrj-20994	59	1	the	the	DET
esrj-20994	59	2	multiattribute	multiattribute	NOUN
esrj-20994	59	3	analysis	analysis	NOUN
esrj-20994	59	4	(	(	PUNCT
esrj-20994	59	5	ma	ma	NOUN
esrj-20994	59	6	)	)	PUNCT
esrj-20994	59	7	term	term	NOUN
esrj-20994	59	8	includes	include	VERB
esrj-20994	59	9	all	all	DET
esrj-20994	59	10	geo	geo	PROPN
esrj-20994	59	11	statistical	statistical	ADJ
esrj-20994	59	12	methods	method	NOUN
esrj-20994	59	13	that	that	PRON
esrj-20994	59	14	use	use	VERB
esrj-20994	59	15	more	more	ADJ
esrj-20994	59	16	than	than	ADP
esrj-20994	59	17	one	one	NUM
esrj-20994	59	18	attribute	attribute	NOUN
esrj-20994	59	19	to	to	PART
esrj-20994	59	20	estimate	estimate	VERB
esrj-20994	59	21	reservoir	reservoir	NOUN
esrj-20994	59	22	properties	property	NOUN
esrj-20994	59	23	.	.	PUNCT
esrj-20994	60	1	there	there	PRON
esrj-20994	60	2	are	be	VERB
esrj-20994	60	3	three	three	NUM
esrj-20994	60	4	types	type	NOUN
esrj-20994	60	5	of	of	ADP
esrj-20994	60	6	ma	ma	NOUN
esrj-20994	60	7	analysis	analysis	NOUN
esrj-20994	60	8	methods	method	NOUN
esrj-20994	60	9	:	:	PUNCT
esrj-20994	60	10	the	the	DET
esrj-20994	60	11	co	co	NOUN
esrj-20994	60	12	kriging	krige	VERB
esrj-20994	60	13	technique	technique	NOUN
esrj-20994	60	14	that	that	PRON
esrj-20994	60	15	uses	use	VERB
esrj-20994	60	16	several	several	ADJ
esrj-20994	60	17	attribute	attribute	NOUN
esrj-20994	60	18	to	to	PART
esrj-20994	60	19	predict	predict	VERB
esrj-20994	60	20	a	a	DET
esrj-20994	60	21	property	property	NOUN
esrj-20994	60	22	,	,	PUNCT
esrj-20994	60	23	the	the	DET
esrj-20994	60	24	neural	neural	ADJ
esrj-20994	60	25	networks	network	NOUN
esrj-20994	60	26	which	which	PRON
esrj-20994	60	27	combine	combine	VERB
esrj-20994	60	28	attributes	attribute	NOUN
esrj-20994	60	29	by	by	ADP
esrj-20994	60	30	means	mean	NOUN
esrj-20994	60	31	of	of	ADP
esrj-20994	60	32	learning	learning	NOUN
esrj-20994	60	33	and	and	CCONJ
esrj-20994	60	34	training	training	NOUN
esrj-20994	60	35	methods	method	NOUN
esrj-20994	60	36	,	,	PUNCT
esrj-20994	60	37	and	and	CCONJ
esrj-20994	60	38	finally	finally	ADV
esrj-20994	60	39	the	the	DET
esrj-20994	60	40	covariance	covariance	NOUN
esrj-20994	60	41	matrix	matrix	NOUN
esrj-20994	60	42	that	that	PRON
esrj-20994	60	43	makes	make	VERB
esrj-20994	60	44	predictions	prediction	NOUN
esrj-20994	60	45	using	use	VERB
esrj-20994	60	46	a	a	DET
esrj-20994	60	47	weighted	weighted	ADJ
esrj-20994	60	48	sum	sum	NOUN
esrj-20994	60	49	of	of	ADP
esrj-20994	60	50	incoming	incoming	ADJ
esrj-20994	60	51	attributes	attribute	NOUN
esrj-20994	60	52	(	(	PUNCT
esrj-20994	60	53	rusell	rusell	PROPN
esrj-20994	60	54	,	,	PUNCT
esrj-20994	60	55	1997	1997	NUM
esrj-20994	60	56	)	)	PUNCT
esrj-20994	60	57	.	.	PUNCT
esrj-20994	61	1	these	these	DET
esrj-20994	61	2	statistical	statistical	ADJ
esrj-20994	61	3	approximations	approximation	NOUN
esrj-20994	61	4	use	use	VERB
esrj-20994	61	5	polynomial	polynomial	ADJ
esrj-20994	61	6	relationships	relationship	NOUN
esrj-20994	61	7	that	that	PRON
esrj-20994	61	8	match	match	VERB
esrj-20994	61	9	seismic	seismic	ADJ
esrj-20994	61	10	attributes	attribute	NOUN
esrj-20994	61	11	calculated	calculate	VERB
esrj-20994	61	12	and	and	CCONJ
esrj-20994	61	13	measured	measure	VERB
esrj-20994	61	14	rocks	rock	NOUN
esrj-20994	61	15	properties	property	NOUN
esrj-20994	61	16	in	in	ADP
esrj-20994	61	17	wells	well	NOUN
esrj-20994	61	18	and	and	CCONJ
esrj-20994	61	19	may	may	AUX
esrj-20994	61	20	identify	identify	VERB
esrj-20994	61	21	the	the	DET
esrj-20994	61	22	set	set	NOUN
esrj-20994	61	23	of	of	ADP
esrj-20994	61	24	seismic	seismic	ADJ
esrj-20994	61	25	attributes	attribute	NOUN
esrj-20994	61	26	which	which	PRON
esrj-20994	61	27	forecast	forecast	VERB
esrj-20994	61	28	the	the	DET
esrj-20994	61	29	properties	property	NOUN
esrj-20994	61	30	.	.	PUNCT
esrj-20994	62	1	the	the	DET
esrj-20994	62	2	simplest	simple	ADJ
esrj-20994	62	3	case	case	NOUN
esrj-20994	62	4	is	be	AUX
esrj-20994	62	5	a	a	DET
esrj-20994	62	6	linear	linear	ADJ
esrj-20994	62	7	relationship	relationship	NOUN
esrj-20994	62	8	involving	involve	VERB
esrj-20994	62	9	only	only	ADV
esrj-20994	62	10	one	one	NUM
esrj-20994	62	11	attribute	attribute	NOUN
esrj-20994	62	12	:	:	PUNCT
esrj-20994	62	13	p	p	X
esrj-20994	62	14	w	w	PROPN
esrj-20994	62	15	w	w	PROPN
esrj-20994	62	16	ao	ao	PROPN
esrj-20994	62	17	j	j	PROPN
esrj-20994	62	18	j	j	PROPN
esrj-20994	62	19	�	�	PROPN
esrj-20994	62	20	�	�	PROPN
esrj-20994	62	21	(	(	PUNCT
esrj-20994	62	22	1	1	X
esrj-20994	62	23	)	)	PUNCT
esrj-20994	62	24	wj	wj	PROPN
esrj-20994	62	25	is	be	AUX
esrj-20994	62	26	a	a	DET
esrj-20994	62	27	weighted	weighted	ADJ
esrj-20994	62	28	coefficient	coefficient	NOUN
esrj-20994	62	29	,	,	PUNCT
esrj-20994	62	30	defines	define	VERB
esrj-20994	62	31	the	the	DET
esrj-20994	62	32	lowest	low	ADJ
esrj-20994	62	33	value	value	NOUN
esrj-20994	62	34	of	of	ADP
esrj-20994	62	35	the	the	DET
esrj-20994	62	36	attribute	attribute	NOUN
esrj-20994	62	37	,	,	PUNCT
esrj-20994	62	38	aj	aj	PROPN
esrj-20994	62	39	is	be	AUX
esrj-20994	62	40	an	an	DET
esrj-20994	62	41	attribute	attribute	NOUN
esrj-20994	62	42	and	and	CCONJ
esrj-20994	62	43	p	p	NOUN
esrj-20994	62	44	is	be	AUX
esrj-20994	62	45	the	the	DET
esrj-20994	62	46	estimated	estimate	VERB
esrj-20994	62	47	property	property	NOUN
esrj-20994	62	48	.	.	PUNCT
esrj-20994	63	1	assuming	assume	VERB
esrj-20994	63	2	a	a	DET
esrj-20994	63	3	linear	linear	ADJ
esrj-20994	63	4	relationship	relationship	NOUN
esrj-20994	63	5	in	in	ADP
esrj-20994	63	6	a	a	DET
esrj-20994	63	7	ma	ma	PROPN
esrj-20994	63	8	case	case	NOUN
esrj-20994	63	9	,	,	PUNCT
esrj-20994	63	10	any	any	DET
esrj-20994	63	11	physical	physical	ADJ
esrj-20994	63	12	or	or	CCONJ
esrj-20994	63	13	petro	petro	NOUN
esrj-20994	63	14	physical	physical	ADJ
esrj-20994	63	15	property	property	NOUN
esrj-20994	63	16	is	be	AUX
esrj-20994	63	17	estimated	estimate	VERB
esrj-20994	63	18	as	as	ADP
esrj-20994	63	19	a	a	DET
esrj-20994	63	20	linear	linear	NOUN
esrj-20994	63	21	weighted	weight	VERB
esrj-20994	63	22	sum	sum	NOUN
esrj-20994	63	23	:	:	PUNCT
esrj-20994	64	1	p	p	X
esrj-20994	64	2	w	w	PROPN
esrj-20994	64	3	w	w	PROPN
esrj-20994	64	4	ao	ao	PROPN
esrj-20994	64	5	j	j	PROPN
esrj-20994	64	6	jj	jj	PROPN
esrj-20994	64	7	n	n	PROPN
esrj-20994	64	8	�	�	PROPN
esrj-20994	64	9	�	�	PROPN
esrj-20994	64	10	�	�	PROPN
esrj-20994	64	11	�	�	PROPN
esrj-20994	64	12	1	1	NUM
esrj-20994	64	13	(	(	PUNCT
esrj-20994	64	14	2	2	NUM
esrj-20994	64	15	)	)	PUNCT
esrj-20994	64	16	.	.	PUNCT
esrj-20994	65	1	reservoir	reservoir	NOUN
esrj-20994	65	2	characterization	characterization	NOUN
esrj-20994	65	3	by	by	ADP
esrj-20994	65	4	multiattribute	multiattribute	NOUN
esrj-20994	65	5	analysis	analysis	NOUN
esrj-20994	65	6	:	:	PUNCT
esrj-20994	65	7	the	the	DET
esrj-20994	65	8	orito	orito	ADJ
esrj-20994	65	9	field	field	NOUN
esrj-20994	65	10	case	case	NOUN
esrj-20994	65	11	175	175	NUM
esrj-20994	65	12	figure	figure	NOUN
esrj-20994	65	13	3	3	NUM
esrj-20994	65	14	.	.	X
esrj-20994	66	1	log	log	NOUN
esrj-20994	66	2	of	of	ADP
esrj-20994	66	3	the	the	DET
esrj-20994	66	4	orito	orito	ADJ
esrj-20994	66	5	5	5	NUM
esrj-20994	66	6	well	well	ADV
esrj-20994	66	7	,	,	PUNCT
esrj-20994	66	8	with	with	ADP
esrj-20994	66	9	gamma	gamma	PROPN
esrj-20994	66	10	ray	ray	PROPN
esrj-20994	66	11	(	(	PUNCT
esrj-20994	66	12	grcab	grcab	PROPN
esrj-20994	66	13	)	)	PUNCT
esrj-20994	66	14	,	,	PUNCT
esrj-20994	66	15	sonic	sonic	ADJ
esrj-20994	66	16	(	(	PUNCT
esrj-20994	66	17	dtcab	dtcab	NOUN
esrj-20994	66	18	)	)	PUNCT
esrj-20994	66	19	,	,	PUNCT
esrj-20994	66	20	calculated	calculate	VERB
esrj-20994	66	21	p	p	NOUN
esrj-20994	66	22	wave	wave	NOUN
esrj-20994	66	23	velocity	velocity	NOUN
esrj-20994	66	24	(	(	PUNCT
esrj-20994	66	25	vp	vp	PROPN
esrj-20994	66	26	)	)	PUNCT
esrj-20994	66	27	,	,	PUNCT
esrj-20994	66	28	calculated	calculate	VERB
esrj-20994	66	29	porosity	porosity	NOUN
esrj-20994	66	30	(	(	PUNCT
esrj-20994	66	31	por_dt	por_dt	NOUN
esrj-20994	66	32	)	)	PUNCT
esrj-20994	66	33	,	,	PUNCT
esrj-20994	66	34	calculated	calculate	VERB
esrj-20994	66	35	permeability	permeability	NOUN
esrj-20994	66	36	(	(	PUNCT
esrj-20994	66	37	kh_log	kh_log	PROPN
esrj-20994	66	38	)	)	PUNCT
esrj-20994	66	39	,	,	PUNCT
esrj-20994	66	40	calculated	calculate	VERB
esrj-20994	66	41	shale	shale	NOUN
esrj-20994	66	42	volume	volume	NOUN
esrj-20994	66	43	gr	gr	ADP
esrj-20994	66	44	(	(	PUNCT
esrj-20994	66	45	vsh_gr	vsh_gr	X
esrj-20994	66	46	)	)	PUNCT
esrj-20994	67	1	y	y	PROPN
esrj-20994	67	2	caliper	caliper	NOUN
esrj-20994	67	3	(	(	PUNCT
esrj-20994	67	4	calidt	calidt	NOUN
esrj-20994	67	5	)	)	PUNCT
esrj-20994	67	6	.	.	PUNCT
esrj-20994	68	1	where	where	SCONJ
esrj-20994	68	2	wj	wj	PROPN
esrj-20994	68	3	are	be	AUX
esrj-20994	68	4	weighted	weight	VERB
esrj-20994	68	5	coefficients	coefficient	NOUN
esrj-20994	68	6	,	,	PUNCT
esrj-20994	68	7	aj	aj	PROPN
esrj-20994	68	8	the	the	DET
esrj-20994	68	9	related	related	ADJ
esrj-20994	68	10	attributes	attribute	NOUN
esrj-20994	68	11	and	and	CCONJ
esrj-20994	68	12	p	p	X
esrj-20994	68	13	the	the	DET
esrj-20994	68	14	estimated	estimate	VERB
esrj-20994	68	15	property	property	NOUN
esrj-20994	68	16	.	.	PUNCT
esrj-20994	69	1	although	although	SCONJ
esrj-20994	69	2	complex	complex	ADJ
esrj-20994	69	3	relationships	relationship	NOUN
esrj-20994	69	4	may	may	AUX
esrj-20994	69	5	be	be	AUX
esrj-20994	69	6	represented	represent	VERB
esrj-20994	69	7	by	by	ADP
esrj-20994	69	8	different	different	ADJ
esrj-20994	69	9	order	order	NOUN
esrj-20994	69	10	equations	equation	NOUN
esrj-20994	69	11	,	,	PUNCT
esrj-20994	69	12	order	order	NOUN
esrj-20994	69	13	higher	high	ADJ
esrj-20994	69	14	that	that	SCONJ
esrj-20994	69	15	2	2	NUM
esrj-20994	69	16	are	be	AUX
esrj-20994	69	17	rare	rare	ADJ
esrj-20994	69	18	and	and	CCONJ
esrj-20994	69	19	without	without	ADP
esrj-20994	69	20	physical	physical	ADJ
esrj-20994	69	21	meaning	meaning	NOUN
esrj-20994	69	22	,	,	PUNCT
esrj-20994	69	23	as	as	ADP
esrj-20994	69	24	:	:	PUNCT
esrj-20994	69	25	p	p	X
esrj-20994	69	26	w	w	PROPN
esrj-20994	69	27	w	w	PROPN
esrj-20994	69	28	aoo	aoo	PROPN
esrj-20994	70	1	kj	kj	PROPN
esrj-20994	70	2	j	j	PROPN
esrj-20994	70	3	k	k	PROPN
esrj-20994	70	4	j	j	PROPN
esrj-20994	70	5	n	n	CCONJ
esrj-20994	70	6	k	k	PROPN
esrj-20994	70	7	n	n	CCONJ
esrj-20994	70	8	�	�	PROPN
esrj-20994	70	9	�	�	PROPN
esrj-20994	70	10	�	�	PROPN
esrj-20994	70	11	�	�	PROPN
esrj-20994	70	12	�	�	PROPN
esrj-20994	70	13	�	�	PROPN
esrj-20994	70	14	11	11	NUM
esrj-20994	70	15	(	(	PUNCT
esrj-20994	70	16	3	3	NUM
esrj-20994	70	17	)	)	PUNCT
esrj-20994	70	18	k	k	X
esrj-20994	70	19	is	be	AUX
esrj-20994	70	20	the	the	DET
esrj-20994	70	21	order	order	NOUN
esrj-20994	70	22	of	of	ADP
esrj-20994	70	23	the	the	DET
esrj-20994	70	24	polynomial	polynomial	ADJ
esrj-20994	70	25	,	,	PUNCT
esrj-20994	70	26	wkj	wkj	VERB
esrj-20994	70	27	the	the	DET
esrj-20994	70	28	weighted	weighted	ADJ
esrj-20994	70	29	factor	factor	NOUN
esrj-20994	70	30	,	,	PUNCT
esrj-20994	70	31	a	a	DET
esrj-20994	70	32	j	j	PROPN
esrj-20994	70	33	k	k	PROPN
esrj-20994	70	34	the	the	DET
esrj-20994	70	35	seismic	seismic	ADJ
esrj-20994	70	36	attribute	attribute	NOUN
esrj-20994	70	37	and	and	CCONJ
esrj-20994	70	38	p	p	X
esrj-20994	70	39	the	the	DET
esrj-20994	70	40	property	property	NOUN
esrj-20994	70	41	.	.	PUNCT
esrj-20994	71	1	to	to	PART
esrj-20994	71	2	establish	establish	VERB
esrj-20994	71	3	wjk	wjk	NOUN
esrj-20994	71	4	the	the	DET
esrj-20994	71	5	generalized	generalized	ADJ
esrj-20994	71	6	inverse	inverse	NOUN
esrj-20994	71	7	matrix	matrix	NOUN
esrj-20994	71	8	was	be	AUX
esrj-20994	71	9	used	use	VERB
esrj-20994	71	10	:	:	PUNCT
esrj-20994	71	11	�	�	PROPN
esrj-20994	71	12	�	�	PROPN
esrj-20994	71	13	w	w	PROPN
esrj-20994	71	14	a	a	PRON
esrj-20994	71	15	a	a	DET
esrj-20994	71	16	a	a	DET
esrj-20994	71	17	pjk	pjk	NOUN
esrj-20994	71	18	t	t	PROPN
esrj-20994	71	19	t	t	PROPN
esrj-20994	71	20	�	�	PROPN
esrj-20994	71	21	�	�	PROPN
esrj-20994	71	22	1	1	NUM
esrj-20994	71	23	(	(	PUNCT
esrj-20994	71	24	4	4	NUM
esrj-20994	71	25	)	)	PUNCT
esrj-20994	71	26	.	.	PUNCT
esrj-20994	72	1	the	the	DET
esrj-20994	72	2	a	a	DET
esrj-20994	72	3	matrix	matrix	NOUN
esrj-20994	72	4	contains	contain	VERB
esrj-20994	72	5	the	the	DET
esrj-20994	72	6	attributes	attribute	NOUN
esrj-20994	72	7	values	value	NOUN
esrj-20994	72	8	inside	inside	ADP
esrj-20994	72	9	the	the	DET
esrj-20994	72	10	seismic	seismic	ADJ
esrj-20994	72	11	volume	volume	NOUN
esrj-20994	72	12	,	,	PUNCT
esrj-20994	72	13	p	p	NOUN
esrj-20994	72	14	represents	represent	VERB
esrj-20994	72	15	the	the	DET
esrj-20994	72	16	property	property	NOUN
esrj-20994	72	17	values	value	NOUN
esrj-20994	72	18	measured	measure	VERB
esrj-20994	72	19	in	in	ADP
esrj-20994	72	20	wells	well	NOUN
esrj-20994	72	21	,	,	PUNCT
esrj-20994	72	22	at	at	ADP
esrj-20994	72	23	and	and	CCONJ
esrj-20994	72	24	a-1	a-1	PROPN
esrj-20994	72	25	are	be	AUX
esrj-20994	72	26	respectively	respectively	ADV
esrj-20994	72	27	the	the	DET
esrj-20994	72	28	transpose	transpose	ADJ
esrj-20994	72	29	and	and	CCONJ
esrj-20994	72	30	inverse	inverse	NOUN
esrj-20994	72	31	matrix	matrix	NOUN
esrj-20994	72	32	of	of	ADP
esrj-20994	72	33	a.	a.	NOUN
esrj-20994	72	34	the	the	DET
esrj-20994	72	35	term	term	NOUN
esrj-20994	73	1	[	[	X
esrj-20994	73	2	ata	ata	X
esrj-20994	73	3	]	]	X
esrj-20994	73	4	is	be	AUX
esrj-20994	73	5	the	the	DET
esrj-20994	73	6	covariance	covariance	NOUN
esrj-20994	73	7	matrix	matrix	NOUN
esrj-20994	73	8	,	,	PUNCT
esrj-20994	73	9	which	which	PRON
esrj-20994	73	10	is	be	AUX
esrj-20994	73	11	a	a	DET
esrj-20994	73	12	powerful	powerful	ADJ
esrj-20994	73	13	statistical	statistical	ADJ
esrj-20994	73	14	tool	tool	NOUN
esrj-20994	73	15	for	for	ADP
esrj-20994	73	16	multivariate	multivariate	NOUN
esrj-20994	73	17	data	datum	NOUN
esrj-20994	73	18	analysis	analysis	NOUN
esrj-20994	73	19	,	,	PUNCT
esrj-20994	73	20	used	use	VERB
esrj-20994	73	21	in	in	ADP
esrj-20994	73	22	wiener	wiener	NOUN
esrj-20994	73	23	-	-	PUNCT
esrj-20994	73	24	levinson	levinson	NOUN
esrj-20994	73	25	deconvolution	deconvolution	NOUN
esrj-20994	73	26	and	and	CCONJ
esrj-20994	73	27	others	other	NOUN
esrj-20994	73	28	applications	application	NOUN
esrj-20994	73	29	(	(	PUNCT
esrj-20994	73	30	rusell	rusell	PROPN
esrj-20994	73	31	et	et	PROPN
esrj-20994	73	32	al	al	PROPN
esrj-20994	73	33	.	.	PROPN
esrj-20994	73	34	,	,	PUNCT
esrj-20994	73	35	1997	1997	NUM
esrj-20994	73	36	)	)	PUNCT
esrj-20994	73	37	.	.	PUNCT
esrj-20994	74	1	the	the	DET
esrj-20994	74	2	selection	selection	NOUN
esrj-20994	74	3	of	of	ADP
esrj-20994	74	4	attributes	attribute	NOUN
esrj-20994	74	5	to	to	PART
esrj-20994	74	6	be	be	AUX
esrj-20994	74	7	used	use	VERB
esrj-20994	74	8	as	as	ADP
esrj-20994	74	9	key	key	ADJ
esrj-20994	74	10	predictors	predictor	NOUN
esrj-20994	74	11	was	be	AUX
esrj-20994	74	12	done	do	VERB
esrj-20994	74	13	through	through	ADP
esrj-20994	74	14	hierarchical	hierarchical	ADJ
esrj-20994	74	15	sorting	sorting	NOUN
esrj-20994	74	16	of	of	ADP
esrj-20994	74	17	attributes	attribute	NOUN
esrj-20994	74	18	and	and	CCONJ
esrj-20994	74	19	using	use	VERB
esrj-20994	74	20	correlation	correlation	NOUN
esrj-20994	74	21	coefficient	coefficient	NOUN
esrj-20994	74	22	r	r	NOUN
esrj-20994	74	23	and	and	CCONJ
esrj-20994	74	24	estimated	estimate	VERB
esrj-20994	74	25	error	error	NOUN
esrj-20994	74	26	�	�	NOUN
esrj-20994	74	27	to	to	PART
esrj-20994	74	28	measure	measure	VERB
esrj-20994	74	29	similarity	similarity	NOUN
esrj-20994	74	30	.	.	PUNCT
esrj-20994	75	1	procedure	procedure	NOUN
esrj-20994	75	2	the	the	DET
esrj-20994	75	3	migrated	migrate	VERB
esrj-20994	75	4	volume	volume	NOUN
esrj-20994	75	5	was	be	AUX
esrj-20994	75	6	tied	tie	VERB
esrj-20994	75	7	to	to	ADP
esrj-20994	75	8	the	the	DET
esrj-20994	75	9	wells	well	NOUN
esrj-20994	75	10	and	and	CCONJ
esrj-20994	75	11	dominant	dominant	ADJ
esrj-20994	75	12	frequency	frequency	NOUN
esrj-20994	75	13	and	and	CCONJ
esrj-20994	75	14	vertical	vertical	ADJ
esrj-20994	75	15	resolution	resolution	NOUN
esrj-20994	75	16	were	be	AUX
esrj-20994	75	17	calculated	calculate	VERB
esrj-20994	75	18	to	to	PART
esrj-20994	75	19	interpret	interpret	VERB
esrj-20994	75	20	the	the	DET
esrj-20994	75	21	seismic	seismic	ADJ
esrj-20994	75	22	volume	volume	NOUN
esrj-20994	75	23	.	.	PUNCT
esrj-20994	76	1	porosity	porosity	NOUN
esrj-20994	76	2	,	,	PUNCT
esrj-20994	76	3	permeability	permeability	NOUN
esrj-20994	76	4	,	,	PUNCT
esrj-20994	76	5	shale	shale	NOUN
esrj-20994	76	6	volume	volume	NOUN
esrj-20994	76	7	,	,	PUNCT
esrj-20994	76	8	p	p	ADJ
esrj-20994	76	9	-	-	PUNCT
esrj-20994	76	10	wave	wave	NOUN
esrj-20994	76	11	velocities	velocity	NOUN
esrj-20994	76	12	and	and	CCONJ
esrj-20994	76	13	acoustic	acoustic	ADJ
esrj-20994	76	14	impedance	impedance	NOUN
esrj-20994	76	15	were	be	AUX
esrj-20994	76	16	estimated	estimate	VERB
esrj-20994	76	17	first	first	ADV
esrj-20994	76	18	in	in	ADP
esrj-20994	76	19	the	the	DET
esrj-20994	76	20	well	well	NOUN
esrj-20994	76	21	using	use	VERB
esrj-20994	76	22	the	the	DET
esrj-20994	76	23	borehole	borehole	NOUN
esrj-20994	76	24	logs	log	NOUN
esrj-20994	76	25	gamma	gamma	PROPN
esrj-20994	76	26	ray	ray	PROPN
esrj-20994	76	27	,	,	PUNCT
esrj-20994	76	28	sp	sp	NOUN
esrj-20994	76	29	,	,	PUNCT
esrj-20994	76	30	sonic	sonic	ADJ
esrj-20994	76	31	,	,	PUNCT
esrj-20994	76	32	neutron	neutron	NOUN
esrj-20994	76	33	-	-	PUNCT
esrj-20994	76	34	density	density	NOUN
esrj-20994	76	35	,	,	PUNCT
esrj-20994	76	36	resistivity	resistivity	NOUN
esrj-20994	76	37	and	and	CCONJ
esrj-20994	76	38	caliper	caliper	NOUN
esrj-20994	76	39	.	.	PUNCT
esrj-20994	77	1	to	to	PART
esrj-20994	77	2	be	be	AUX
esrj-20994	77	3	more	more	ADV
esrj-20994	77	4	confident	confident	ADJ
esrj-20994	77	5	,	,	PUNCT
esrj-20994	77	6	porosity	porosity	NOUN
esrj-20994	77	7	and	and	CCONJ
esrj-20994	77	8	permeability	permeability	NOUN
esrj-20994	77	9	in	in	ADP
esrj-20994	77	10	available	available	ADJ
esrj-20994	77	11	core	core	NOUN
esrj-20994	77	12	samples	sample	NOUN
esrj-20994	77	13	were	be	AUX
esrj-20994	77	14	measured	measure	VERB
esrj-20994	77	15	and	and	CCONJ
esrj-20994	77	16	used	use	VERB
esrj-20994	77	17	to	to	PART
esrj-20994	77	18	calibrate	calibrate	VERB
esrj-20994	77	19	these	these	DET
esrj-20994	77	20	properties	property	NOUN
esrj-20994	77	21	in	in	ADP
esrj-20994	77	22	the	the	DET
esrj-20994	77	23	well	well	NOUN
esrj-20994	77	24	.	.	PUNCT
esrj-20994	78	1	in	in	ADP
esrj-20994	78	2	the	the	DET
esrj-20994	78	3	research	research	NOUN
esrj-20994	78	4	five	five	NUM
esrj-20994	78	5	properties	property	NOUN
esrj-20994	78	6	were	be	AUX
esrj-20994	78	7	calculated	calculate	VERB
esrj-20994	78	8	in	in	ADP
esrj-20994	78	9	the	the	DET
esrj-20994	78	10	well	well	NOUN
esrj-20994	78	11	and	and	CCONJ
esrj-20994	78	12	forty	forty	NUM
esrj-20994	78	13	two	two	NUM
esrj-20994	78	14	attributes	attribute	NOUN
esrj-20994	78	15	were	be	AUX
esrj-20994	78	16	considered	consider	VERB
esrj-20994	78	17	and	and	CCONJ
esrj-20994	78	18	generated	generate	VERB
esrj-20994	78	19	in	in	ADP
esrj-20994	78	20	the	the	DET
esrj-20994	78	21	seismic	seismic	ADJ
esrj-20994	78	22	volume	volume	NOUN
esrj-20994	78	23	to	to	PART
esrj-20994	78	24	know	know	VERB
esrj-20994	78	25	the	the	DET
esrj-20994	78	26	more	more	ADV
esrj-20994	78	27	robust	robust	ADJ
esrj-20994	78	28	to	to	PART
esrj-20994	78	29	predict	predict	VERB
esrj-20994	78	30	properties	property	NOUN
esrj-20994	78	31	in	in	ADP
esrj-20994	78	32	the	the	DET
esrj-20994	78	33	caballos	caballos	ADJ
esrj-20994	78	34	formation	formation	NOUN
esrj-20994	78	35	.	.	PUNCT
esrj-20994	79	1	physical	physical	ADJ
esrj-20994	79	2	and	and	CCONJ
esrj-20994	79	3	petrophysical	petrophysical	ADJ
esrj-20994	79	4	information	information	NOUN
esrj-20994	79	5	in	in	ADP
esrj-20994	79	6	the	the	DET
esrj-20994	79	7	well	well	NOUN
esrj-20994	79	8	and	and	CCONJ
esrj-20994	79	9	attributes	attribute	VERB
esrj-20994	79	10	in	in	ADP
esrj-20994	79	11	the	the	DET
esrj-20994	79	12	seismic	seismic	ADJ
esrj-20994	79	13	volume	volume	NOUN
esrj-20994	79	14	were	be	AUX
esrj-20994	79	15	used	use	VERB
esrj-20994	79	16	to	to	PART
esrj-20994	79	17	estimate	estimate	VERB
esrj-20994	79	18	petrophysical	petrophysical	ADJ
esrj-20994	79	19	and	and	CCONJ
esrj-20994	79	20	physical	physical	ADJ
esrj-20994	79	21	properties	property	NOUN
esrj-20994	79	22	according	accord	VERB
esrj-20994	79	23	to	to	ADP
esrj-20994	79	24	rock	rock	NOUN
esrj-20994	79	25	physics	physics	NOUN
esrj-20994	79	26	.	.	PUNCT
esrj-20994	80	1	the	the	DET
esrj-20994	80	2	ma	ma	PROPN
esrj-20994	80	3	analysis	analysis	NOUN
esrj-20994	80	4	applied	apply	VERB
esrj-20994	80	5	hierarchical	hierarchical	ADJ
esrj-20994	80	6	grouping	grouping	NOUN
esrj-20994	80	7	using	use	VERB
esrj-20994	80	8	highest	high	ADJ
esrj-20994	80	9	correlation	correlation	NOUN
esrj-20994	80	10	coefficients	coefficient	NOUN
esrj-20994	80	11	as	as	ADP
esrj-20994	80	12	criterion	criterion	NOUN
esrj-20994	80	13	of	of	ADP
esrj-20994	80	14	similarity	similarity	NOUN
esrj-20994	80	15	.	.	PUNCT
esrj-20994	81	1	the	the	DET
esrj-20994	81	2	attributes	attribute	NOUN
esrj-20994	81	3	were	be	AUX
esrj-20994	81	4	clustered	cluster	VERB
esrj-20994	81	5	according	accord	VERB
esrj-20994	81	6	to	to	ADP
esrj-20994	81	7	correlation	correlation	NOUN
esrj-20994	81	8	coefficients	coefficient	NOUN
esrj-20994	81	9	provided	provide	VERB
esrj-20994	81	10	by	by	ADP
esrj-20994	81	11	the	the	DET
esrj-20994	81	12	sa	sa	NOUN
esrj-20994	81	13	analysis	analysis	NOUN
esrj-20994	81	14	between	between	ADP
esrj-20994	81	15	the	the	DET
esrj-20994	81	16	attributes	attribute	NOUN
esrj-20994	81	17	and	and	CCONJ
esrj-20994	81	18	the	the	DET
esrj-20994	81	19	rock	rock	NOUN
esrj-20994	81	20	properties	property	NOUN
esrj-20994	81	21	.	.	PUNCT
esrj-20994	82	1	the	the	DET
esrj-20994	82	2	first	first	ADJ
esrj-20994	82	3	selected	select	VERB
esrj-20994	82	4	attribute	attribute	NOUN
esrj-20994	82	5	exhibits	exhibit	VERB
esrj-20994	82	6	the	the	DET
esrj-20994	82	7	highest	high	ADJ
esrj-20994	82	8	single	single	ADJ
esrj-20994	82	9	correlation	correlation	NOUN
esrj-20994	82	10	coefficient	coefficient	NOUN
esrj-20994	82	11	,	,	PUNCT
esrj-20994	82	12	the	the	DET
esrj-20994	82	13	second	second	NOUN
esrj-20994	82	14	the	the	PRON
esrj-20994	82	15	higher	high	ADJ
esrj-20994	82	16	of	of	ADP
esrj-20994	82	17	the	the	DET
esrj-20994	82	18	remaining	remain	VERB
esrj-20994	82	19	,	,	PUNCT
esrj-20994	82	20	then	then	ADV
esrj-20994	82	21	the	the	DET
esrj-20994	82	22	next	next	ADJ
esrj-20994	82	23	high	high	ADJ
esrj-20994	82	24	value	value	NOUN
esrj-20994	82	25	and	and	CCONJ
esrj-20994	82	26	so	so	ADV
esrj-20994	82	27	on	on	ADV
esrj-20994	82	28	,	,	PUNCT
esrj-20994	82	29	increasing	increase	VERB
esrj-20994	82	30	the	the	DET
esrj-20994	82	31	correlation	correlation	NOUN
esrj-20994	82	32	coefficient	coefficient	NOUN
esrj-20994	82	33	and	and	CCONJ
esrj-20994	82	34	establishing	establish	VERB
esrj-20994	82	35	the	the	DET
esrj-20994	82	36	best	good	ADJ
esrj-20994	82	37	relationship	relationship	NOUN
esrj-20994	82	38	.	.	PUNCT
esrj-20994	83	1	to	to	PART
esrj-20994	83	2	check	check	VERB
esrj-20994	83	3	the	the	DET
esrj-20994	83	4	predictive	predictive	ADJ
esrj-20994	83	5	confidence	confidence	NOUN
esrj-20994	83	6	of	of	ADP
esrj-20994	83	7	the	the	DET
esrj-20994	83	8	technique	technique	NOUN
esrj-20994	83	9	,	,	PUNCT
esrj-20994	83	10	two	two	NUM
esrj-20994	83	11	wells	well	NOUN
esrj-20994	83	12	’s	’s	PART
esrj-20994	83	13	information	information	NOUN
esrj-20994	83	14	was	be	AUX
esrj-20994	83	15	not	not	PART
esrj-20994	83	16	fed	feed	VERB
esrj-20994	83	17	to	to	PART
esrj-20994	83	18	define	define	VERB
esrj-20994	83	19	the	the	DET
esrj-20994	83	20	polynomial	polynomial	ADJ
esrj-20994	83	21	relationships	relationship	NOUN
esrj-20994	83	22	and	and	CCONJ
esrj-20994	83	23	instead	instead	ADV
esrj-20994	83	24	their	their	PRON
esrj-20994	83	25	values	value	NOUN
esrj-20994	83	26	were	be	AUX
esrj-20994	83	27	predicted	predict	VERB
esrj-20994	83	28	by	by	ADP
esrj-20994	83	29	the	the	DET
esrj-20994	83	30	method	method	NOUN
esrj-20994	83	31	(	(	PUNCT
esrj-20994	83	32	o-15	o-15	NUM
esrj-20994	83	33	and	and	CCONJ
esrj-20994	83	34	o-24	o-24	NOUN
esrj-20994	83	35	wells	well	NOUN
esrj-20994	83	36	)	)	PUNCT
esrj-20994	83	37	,	,	PUNCT
esrj-20994	83	38	as	as	SCONJ
esrj-20994	83	39	observed	observe	VERB
esrj-20994	83	40	in	in	ADP
esrj-20994	83	41	table	table	NOUN
esrj-20994	83	42	1	1	NUM
esrj-20994	83	43	.	.	PUNCT
esrj-20994	83	44	to	to	PART
esrj-20994	83	45	estimate	estimate	VERB
esrj-20994	83	46	porosity	porosity	NOUN
esrj-20994	83	47	by	by	ADP
esrj-20994	83	48	the	the	DET
esrj-20994	83	49	ma	ma	PROPN
esrj-20994	83	50	,	,	PUNCT
esrj-20994	83	51	in	in	ADP
esrj-20994	83	52	the	the	DET
esrj-20994	83	53	clustering	clustering	ADJ
esrj-20994	83	54	procedure	procedure	NOUN
esrj-20994	83	55	the	the	DET
esrj-20994	83	56	following	follow	VERB
esrj-20994	83	57	attributes	attribute	NOUN
esrj-20994	83	58	were	be	AUX
esrj-20994	83	59	included	include	VERB
esrj-20994	83	60	:	:	PUNCT
esrj-20994	83	61	first	first	ADJ
esrj-20994	83	62	average	average	ADJ
esrj-20994	83	63	frequency	frequency	NOUN
esrj-20994	83	64	zero	zero	NUM
esrj-20994	83	65	crossing	crossing	NOUN
esrj-20994	83	66	followed	follow	VERB
esrj-20994	83	67	by	by	ADP
esrj-20994	83	68	average	average	ADJ
esrj-20994	83	69	trough	trough	NOUN
esrj-20994	83	70	amplitude	amplitude	NOUN
esrj-20994	83	71	,	,	PUNCT
esrj-20994	83	72	then	then	ADV
esrj-20994	83	73	peak	peak	VERB
esrj-20994	83	74	spectral	spectral	ADJ
esrj-20994	83	75	frequency	frequency	NOUN
esrj-20994	83	76	and	and	CCONJ
esrj-20994	83	77	finally	finally	ADV
esrj-20994	83	78	correlation	correlation	NOUN
esrj-20994	83	79	length	length	NOUN
esrj-20994	83	80	.	.	PUNCT
esrj-20994	84	1	the	the	DET
esrj-20994	84	2	second	second	ADJ
esrj-20994	84	3	order	order	NOUN
esrj-20994	84	4	polynomial	polynomial	ADJ
esrj-20994	84	5	relationship	relationship	NOUN
esrj-20994	84	6	established	establish	VERB
esrj-20994	84	7	between	between	ADP
esrj-20994	84	8	the	the	DET
esrj-20994	84	9	porosity	porosity	NOUN
esrj-20994	84	10	and	and	CCONJ
esrj-20994	84	11	the	the	DET
esrj-20994	84	12	four	four	NUM
esrj-20994	84	13	mentioned	mention	VERB
esrj-20994	84	14	attributes	attribute	VERB
esrj-20994	84	15	a	a	DET
esrj-20994	84	16	correlation	correlation	NOUN
esrj-20994	84	17	coefficient	coefficient	NOUN
esrj-20994	84	18	r	r	NOUN
esrj-20994	84	19	=	=	PUNCT
esrj-20994	84	20	0.995	0.995	NUM
esrj-20994	84	21	and	and	CCONJ
esrj-20994	84	22	an	an	DET
esrj-20994	84	23	error	error	NOUN
esrj-20994	84	24	�	�	NOUN
esrj-20994	84	25	=	=	SYM
esrj-20994	84	26	0.00079	0.00079	NUM
esrj-20994	84	27	were	be	AUX
esrj-20994	84	28	achieved	achieve	VERB
esrj-20994	84	29	.	.	PUNCT
esrj-20994	85	1	the	the	DET
esrj-20994	85	2	acoustic	acoustic	ADJ
esrj-20994	85	3	impedance	impedance	NOUN
esrj-20994	85	4	was	be	AUX
esrj-20994	85	5	related	relate	VERB
esrj-20994	85	6	by	by	ADP
esrj-20994	85	7	a	a	DET
esrj-20994	85	8	second	second	ADJ
esrj-20994	85	9	order	order	NOUN
esrj-20994	85	10	polynomial	polynomial	ADJ
esrj-20994	85	11	with	with	ADP
esrj-20994	85	12	the	the	DET
esrj-20994	85	13	attributes	attribute	NOUN
esrj-20994	85	14	average	average	ADJ
esrj-20994	85	15	zero	zero	NUM
esrj-20994	85	16	crossing	crossing	NOUN
esrj-20994	85	17	,	,	PUNCT
esrj-20994	85	18	slope	slope	NOUN
esrj-20994	85	19	of	of	ADP
esrj-20994	85	20	reflection	reflection	NOUN
esrj-20994	85	21	strength	strength	NOUN
esrj-20994	85	22	,	,	PUNCT
esrj-20994	85	23	dominant	dominant	ADJ
esrj-20994	85	24	frequency	frequency	NOUN
esrj-20994	85	25	rating	rating	NOUN
esrj-20994	85	26	(	(	PUNCT
esrj-20994	85	27	series	series	NOUN
esrj-20994	85	28	)	)	PUNCT
esrj-20994	85	29	,	,	PUNCT
esrj-20994	85	30	average	average	ADJ
esrj-20994	85	31	signal	signal	NOUN
esrj-20994	85	32	to	to	PART
esrj-20994	85	33	noise	noise	VERB
esrj-20994	85	34	ratio	ratio	NOUN
esrj-20994	85	35	and	and	CCONJ
esrj-20994	85	36	average	average	ADJ
esrj-20994	85	37	instantaneous	instantaneous	ADJ
esrj-20994	85	38	phase	phase	NOUN
esrj-20994	85	39	,	,	PUNCT
esrj-20994	85	40	provided	provide	VERB
esrj-20994	85	41	an	an	DET
esrj-20994	85	42	r	r	NOUN
esrj-20994	85	43	=	=	NOUN
esrj-20994	85	44	0.998	0.998	NUM
esrj-20994	85	45	and	and	CCONJ
esrj-20994	85	46	an	an	DET
esrj-20994	85	47	�	�	PROPN
esrj-20994	85	48	�	�	PROPN
esrj-20994	85	49	�	�	PROPN
esrj-20994	85	50	�	�	PROPN
esrj-20994	85	51	�	�	PROPN
esrj-20994	85	52	�	�	PROPN
esrj-20994	85	53	with	with	ADP
esrj-20994	85	54	an	an	DET
esrj-20994	85	55	r	r	NOUN
esrj-20994	85	56	=	=	SYM
esrj-20994	85	57	0.990	0.990	NUM
esrj-20994	85	58	and	and	CCONJ
esrj-20994	85	59	�	�	PROPN
esrj-20994	85	60	=	=	SYM
esrj-20994	85	61	0.00137	0.00137	NUM
esrj-20994	85	62	,	,	PUNCT
esrj-20994	85	63	the	the	DET
esrj-20994	85	64	permeability	permeability	NOUN
esrj-20994	85	65	was	be	AUX
esrj-20994	85	66	set	set	VERB
esrj-20994	85	67	by	by	ADP
esrj-20994	85	68	a	a	DET
esrj-20994	85	69	third	third	ADJ
esrj-20994	85	70	order	order	NOUN
esrj-20994	85	71	polynomial	polynomial	NOUN
esrj-20994	85	72	related	relate	VERB
esrj-20994	85	73	with	with	ADP
esrj-20994	85	74	dominant	dominant	ADJ
esrj-20994	85	75	frequency	frequency	NOUN
esrj-20994	85	76	–	–	PUNCT
esrj-20994	85	77	f2	f2	ADJ
esrj-20994	85	78	,	,	PUNCT
esrj-20994	85	79	bandwidth	bandwidth	ADJ
esrj-20994	85	80	rating	rating	NOUN
esrj-20994	85	81	,	,	PUNCT
esrj-20994	85	82	variance	variance	NOUN
esrj-20994	85	83	amplitude	amplitude	NOUN
esrj-20994	85	84	,	,	PUNCT
esrj-20994	85	85	average	average	ADJ
esrj-20994	85	86	trough	trough	NOUN
esrj-20994	85	87	amplitude	amplitude	NOUN
esrj-20994	85	88	and	and	CCONJ
esrj-20994	85	89	number	number	NOUN
esrj-20994	85	90	of	of	ADP
esrj-20994	85	91	troughs	troughs	NOUN
esrj-20994	85	92	.	.	PUNCT
esrj-20994	86	1	finally	finally	ADV
esrj-20994	86	2	,	,	PUNCT
esrj-20994	86	3	a	a	DET
esrj-20994	86	4	second	second	ADJ
esrj-20994	86	5	order	order	NOUN
esrj-20994	86	6	polynomial	polynomial	NOUN
esrj-20994	86	7	relates	relate	VERB
esrj-20994	86	8	shale	shale	NOUN
esrj-20994	86	9	volume	volume	NOUN
esrj-20994	86	10	with	with	ADP
esrj-20994	86	11	correlation	correlation	NOUN
esrj-20994	86	12	window	window	NOUN
esrj-20994	86	13	time	time	NOUN
esrj-20994	86	14	shift	shift	NOUN
esrj-20994	86	15	to	to	ADP
esrj-20994	86	16	next	next	ADJ
esrj-20994	86	17	cdp	cdp	PROPN
esrj-20994	86	18	attribute	attribute	NOUN
esrj-20994	86	19	,	,	PUNCT
esrj-20994	86	20	average	average	ADJ
esrj-20994	86	21	zero	zero	NUM
esrj-20994	86	22	crossing	crossing	NOUN
esrj-20994	86	23	,	,	PUNCT
esrj-20994	86	24	slope	slope	NOUN
esrj-20994	86	25	of	of	ADP
esrj-20994	86	26	instantaneous	instantaneous	ADJ
esrj-20994	86	27	frequency	frequency	NOUN
esrj-20994	86	28	and	and	CCONJ
esrj-20994	86	29	maximum	maximum	ADJ
esrj-20994	86	30	trough	trough	NOUN
esrj-20994	86	31	amplitude	amplitude	NOUN
esrj-20994	86	32	,	,	PUNCT
esrj-20994	86	33	with	with	ADP
esrj-20994	86	34	r	r	NOUN
esrj-20994	86	35	=	=	SYM
esrj-20994	86	36	0.989	0.989	NUM
esrj-20994	86	37	and	and	CCONJ
esrj-20994	86	38	�	�	PROPN
esrj-20994	86	39	=	=	SYM
esrj-20994	86	40	0.00737	0.00737	NUM
esrj-20994	86	41	.	.	PUNCT
esrj-20994	87	1	for	for	ADP
esrj-20994	87	2	a	a	DET
esrj-20994	87	3	wide	wide	ADJ
esrj-20994	87	4	and	and	CCONJ
esrj-20994	87	5	precise	precise	ADJ
esrj-20994	87	6	descriptions	description	NOUN
esrj-20994	87	7	and	and	CCONJ
esrj-20994	87	8	application	application	NOUN
esrj-20994	87	9	of	of	ADP
esrj-20994	87	10	attributes	attribute	NOUN
esrj-20994	87	11	the	the	DET
esrj-20994	87	12	references	reference	NOUN
esrj-20994	87	13	brown	brown	ADJ
esrj-20994	87	14	(	(	PUNCT
esrj-20994	87	15	1996	1996	NUM
esrj-20994	87	16	)	)	PUNCT
esrj-20994	87	17	,	,	PUNCT
esrj-20994	87	18	pal	pal	NOUN
esrj-20994	87	19	(	(	PUNCT
esrj-20994	87	20	2001	2001	NUM
esrj-20994	87	21	)	)	PUNCT
esrj-20994	87	22	and	and	CCONJ
esrj-20994	87	23	chen	chen	PROPN
esrj-20994	87	24	et	et	PROPN
esrj-20994	87	25	al	al	PROPN
esrj-20994	87	26	.	.	PROPN
esrj-20994	88	1	(	(	PUNCT
esrj-20994	88	2	1997	1997	NUM
esrj-20994	88	3	)	)	PUNCT
esrj-20994	88	4	are	be	AUX
esrj-20994	88	5	suggested	suggest	VERB
esrj-20994	88	6	.	.	PUNCT
esrj-20994	89	1	176	176	NUM
esrj-20994	89	2	jairo	jairo	PROPN
esrj-20994	89	3	g.	g.	PROPN
esrj-20994	89	4	guerrero	guerrero	PROPN
esrj-20994	89	5	,	,	PUNCT
esrj-20994	89	6	carlos	carlos	PROPN
esrj-20994	89	7	a.	a.	PROPN
esrj-20994	89	8	vargas	vargas	PROPN
esrj-20994	89	9	and	and	CCONJ
esrj-20994	89	10	luis	luis	PROPN
esrj-20994	89	11	a.	a.	PROPN
esrj-20994	89	12	montes	montes	PROPN
esrj-20994	89	13	table	table	NOUN
esrj-20994	89	14	1	1	NUM
esrj-20994	89	15	.	.	PUNCT
esrj-20994	89	16	accuracy	accuracy	NOUN
esrj-20994	89	17	achieved	achieve	VERB
esrj-20994	89	18	by	by	ADP
esrj-20994	89	19	ma	ma	PROPN
esrj-20994	89	20	and	and	CCONJ
esrj-20994	89	21	sa	sa	PROPN
esrj-20994	89	22	compared	compare	VERB
esrj-20994	89	23	with	with	ADP
esrj-20994	89	24	the	the	DET
esrj-20994	89	25	value	value	NOUN
esrj-20994	89	26	measured	measure	VERB
esrj-20994	89	27	in	in	ADP
esrj-20994	89	28	the	the	DET
esrj-20994	89	29	well	well	NOUN
esrj-20994	89	30	.	.	PUNCT
esrj-20994	90	1	well	well	INTJ
esrj-20994	90	2	measured	measure	VERB
esrj-20994	90	3	sa	sa	PROPN
esrj-20994	90	4	ma	ma	PROPN
esrj-20994	90	5	0	0	PROPN
esrj-20994	90	6	-	-	SYM
esrj-20994	90	7	5	5	NUM
esrj-20994	90	8	0,097	0,097	NUM
esrj-20994	90	9	0,101	0,101	NUM
esrj-20994	90	10	0,097	0,097	NUM
esrj-20994	90	11	0	0	NUM
esrj-20994	90	12	-	-	SYM
esrj-20994	90	13	6	6	NUM
esrj-20994	90	14	0,107	0,107	NUM
esrj-20994	90	15	0,112	0,112	NUM
esrj-20994	90	16	0,107	0,107	NUM
esrj-20994	90	17	0	0	NUM
esrj-20994	90	18	-	-	SYM
esrj-20994	90	19	10	10	NUM
esrj-20994	90	20	0,069	0,069	NUM
esrj-20994	90	21	0,083	0,083	NUM
esrj-20994	90	22	0,069	0,069	NUM
esrj-20994	90	23	0	0	NUM
esrj-20994	90	24	-	-	SYM
esrj-20994	90	25	14	14	NUM
esrj-20994	90	26	0,089	0,089	NUM
esrj-20994	90	27	0,104	0,104	NOUN
esrj-20994	90	28	0,089	0,089	NUM
esrj-20994	90	29	0	0	NUM
esrj-20994	90	30	-	-	SYM
esrj-20994	90	31	15	15	NUM
esrj-20994	90	32	0,087	0,087	NUM
esrj-20994	90	33	0,966	0,966	NUM
esrj-20994	90	34	0,087	0,087	NUM
esrj-20994	90	35	0	0	NUM
esrj-20994	90	36	-	-	SYM
esrj-20994	90	37	21	21	NUM
esrj-20994	90	38	0,105	0,105	NUM
esrj-20994	90	39	0,108	0,108	NUM
esrj-20994	90	40	0,105	0,105	NUM
esrj-20994	90	41	0	0	NUM
esrj-20994	90	42	-	-	SYM
esrj-20994	90	43	24	24	NUM
esrj-20994	90	44	0,084	0,084	NUM
esrj-20994	90	45	0,083	0,083	NUM
esrj-20994	90	46	0,084	0,084	NUM
esrj-20994	90	47	0	0	NUM
esrj-20994	90	48	-	-	SYM
esrj-20994	90	49	34	34	NUM
esrj-20994	90	50	0,075	0,075	NUM
esrj-20994	90	51	0,079	0,079	NUM
esrj-20994	90	52	0,075	0,075	NUM
esrj-20994	90	53	0	0	NUM
esrj-20994	90	54	-	-	SYM
esrj-20994	90	55	35	35	NUM
esrj-20994	90	56	0,081	0,081	NUM
esrj-20994	90	57	0,080	0,080	NUM
esrj-20994	90	58	0,081	0,081	NUM
esrj-20994	90	59	0	0	NUM
esrj-20994	90	60	-	-	SYM
esrj-20994	90	61	36	36	NUM
esrj-20994	90	62	0,103	0,103	NUM
esrj-20994	90	63	0,109	0,109	NUM
esrj-20994	90	64	0,103	0,103	NUM
esrj-20994	90	65	0	0	NUM
esrj-20994	90	66	-	-	SYM
esrj-20994	90	67	37	37	NUM
esrj-20994	90	68	0,065	0,065	NUM
esrj-20994	90	69	0,090	0,090	NUM
esrj-20994	90	70	0,064	0,064	NUM
esrj-20994	90	71	0	0	NUM
esrj-20994	90	72	-	-	SYM
esrj-20994	90	73	38	38	NUM
esrj-20994	90	74	0,086	0,086	NUM
esrj-20994	90	75	0,091	0,091	NUM
esrj-20994	90	76	0,085	0,085	NUM
esrj-20994	90	77	0	0	NUM
esrj-20994	90	78	-	-	SYM
esrj-20994	90	79	39	39	NUM
esrj-20994	90	80	0,089	0,089	NUM
esrj-20994	90	81	0,094	0,094	NUM
esrj-20994	90	82	0,089	0,089	NUM
esrj-20994	90	83	0	0	NUM
esrj-20994	90	84	-	-	SYM
esrj-20994	90	85	40	40	NUM
esrj-20994	90	86	0,095	0,095	NUM
esrj-20994	90	87	0,080	0,080	NUM
esrj-20994	90	88	0,094	0,094	NUM
esrj-20994	90	89	0	0	NUM
esrj-20994	90	90	-	-	SYM
esrj-20994	90	91	43	43	NUM
esrj-20994	90	92	0,102	0,102	NUM
esrj-20994	90	93	0,083	0,083	NUM
esrj-20994	91	1	0,098	0,098	NUM
esrj-20994	91	2	table	table	NOUN
esrj-20994	91	3	2	2	NUM
esrj-20994	91	4	.	.	PUNCT
esrj-20994	91	5	correlation	correlation	NOUN
esrj-20994	91	6	coefficients	coefficient	NOUN
esrj-20994	91	7	and	and	CCONJ
esrj-20994	91	8	errors	error	NOUN
esrj-20994	91	9	in	in	ADP
esrj-20994	91	10	the	the	DET
esrj-20994	91	11	calculus	calculus	NOUN
esrj-20994	91	12	of	of	ADP
esrj-20994	91	13	the	the	DET
esrj-20994	91	14	attribute	attribute	NOUN
esrj-20994	91	15	.	.	PUNCT
esrj-20994	92	1	no	no	DET
esrj-20994	92	2	attributes	attribute	NOUN
esrj-20994	92	3	attributes	attribute	VERB
esrj-20994	92	4	c.	c.	NOUN
esrj-20994	92	5	correlation	correlation	NOUN
esrj-20994	92	6	error	error	NOUN
esrj-20994	92	7	a1	a1	NOUN
esrj-20994	92	8	average	average	NOUN
esrj-20994	92	9	zero	zero	NUM
esrj-20994	92	10	crossing	crossing	NOUN
esrj-20994	92	11	0,79834	0,79834	NOUN
esrj-20994	92	12	0,00537551	0,00537551	PROPN
esrj-20994	92	13	a2	a2	PROPN
esrj-20994	92	14	avarage	avarage	NOUN
esrj-20994	92	15	trough	trough	NOUN
esrj-20994	92	16	amplitude	amplitude	NOUN
esrj-20994	92	17	0,93521	0,93521	PROPN
esrj-20994	92	18	0,003047	0,003047	PROPN
esrj-20994	92	19	a3	a3	PROPN
esrj-20994	92	20	peak	peak	NOUN
esrj-20994	92	21	spectral	spectral	ADJ
esrj-20994	92	22	frequency	frequency	NOUN
esrj-20994	92	23	0,97097	0,97097	PRON
esrj-20994	92	24	0,00203953	0,00203953	ADJ
esrj-20994	92	25	a4	a4	NOUN
esrj-20994	92	26	correlation	correlation	NOUN
esrj-20994	92	27	length	length	NOUN
esrj-20994	92	28	0,99565	0,99565	NUM
esrj-20994	92	29	0,000789	0,000789	NOUN
esrj-20994	92	30	reservoir	reservoir	NOUN
esrj-20994	92	31	characterization	characterization	NOUN
esrj-20994	92	32	by	by	ADP
esrj-20994	92	33	multiattribute	multiattribute	NOUN
esrj-20994	92	34	analysis	analysis	NOUN
esrj-20994	92	35	:	:	PUNCT
esrj-20994	92	36	the	the	DET
esrj-20994	92	37	orito	orito	ADJ
esrj-20994	92	38	field	field	NOUN
esrj-20994	92	39	case	case	NOUN
esrj-20994	92	40	177	177	NUM
esrj-20994	92	41	figure	figure	NOUN
esrj-20994	92	42	4	4	NUM
esrj-20994	92	43	.	.	PUNCT
esrj-20994	93	1	the	the	DET
esrj-20994	93	2	same	same	ADJ
esrj-20994	93	3	trend	trend	NOUN
esrj-20994	93	4	is	be	AUX
esrj-20994	93	5	present	present	ADJ
esrj-20994	93	6	in	in	ADP
esrj-20994	93	7	core	core	NOUN
esrj-20994	93	8	and	and	CCONJ
esrj-20994	93	9	well	well	ADV
esrj-20994	93	10	logs	log	VERB
esrj-20994	93	11	analysis	analysis	NOUN
esrj-20994	93	12	(	(	PUNCT
esrj-20994	93	13	left	left	ADV
esrj-20994	93	14	)	)	PUNCT
esrj-20994	93	15	and	and	CCONJ
esrj-20994	93	16	in	in	ADP
esrj-20994	93	17	predicted	predict	VERB
esrj-20994	93	18	seismic	seismic	ADJ
esrj-20994	93	19	attributes	attribute	NOUN
esrj-20994	93	20	(	(	PUNCT
esrj-20994	93	21	right	right	NOUN
esrj-20994	93	22	)	)	PUNCT
esrj-20994	93	23	,	,	PUNCT
esrj-20994	93	24	where	where	SCONJ
esrj-20994	93	25	the	the	DET
esrj-20994	93	26	samples	sample	NOUN
esrj-20994	93	27	were	be	AUX
esrj-20994	93	28	discriminated	discriminate	VERB
esrj-20994	93	29	according	accord	VERB
esrj-20994	93	30	to	to	ADP
esrj-20994	93	31	environment	environment	NOUN
esrj-20994	93	32	previously	previously	ADV
esrj-20994	93	33	identified	identify	VERB
esrj-20994	93	34	in	in	ADP
esrj-20994	93	35	wells	wells	PROPN
esrj-20994	93	36	.	.	PUNCT
esrj-20994	94	1	figure	figure	NOUN
esrj-20994	94	2	5	5	NUM
esrj-20994	94	3	.	.	PUNCT
esrj-20994	95	1	the	the	DET
esrj-20994	95	2	same	same	ADJ
esrj-20994	95	3	trend	trend	NOUN
esrj-20994	95	4	is	be	AUX
esrj-20994	95	5	present	present	ADJ
esrj-20994	95	6	attributes	attribute	NOUN
esrj-20994	95	7	established	establish	VERB
esrj-20994	95	8	by	by	ADP
esrj-20994	95	9	cores	core	NOUN
esrj-20994	95	10	and	and	CCONJ
esrj-20994	95	11	well	well	ADV
esrj-20994	95	12	logs	log	VERB
esrj-20994	95	13	analysis	analysis	NOUN
esrj-20994	95	14	(	(	PUNCT
esrj-20994	95	15	left	left	ADV
esrj-20994	95	16	)	)	PUNCT
esrj-20994	95	17	and	and	CCONJ
esrj-20994	95	18	in	in	ADP
esrj-20994	95	19	seismic	seismic	ADJ
esrj-20994	95	20	attributes	attribute	NOUN
esrj-20994	95	21	predicted	predict	VERB
esrj-20994	95	22	in	in	ADP
esrj-20994	95	23	the	the	DET
esrj-20994	95	24	volume(right	volume(right	PROPN
esrj-20994	95	25	)	)	PUNCT
esrj-20994	95	26	.	.	PUNCT
esrj-20994	96	1	figure	figure	VERB
esrj-20994	96	2	6	6	NUM
esrj-20994	96	3	.	.	PUNCT
esrj-20994	97	1	net	net	NOUN
esrj-20994	97	2	to	to	ADP
esrj-20994	97	3	gross	gross	ADJ
esrj-20994	97	4	map	map	NOUN
esrj-20994	97	5	obtained	obtain	VERB
esrj-20994	97	6	from	from	ADP
esrj-20994	97	7	well	well	ADV
esrj-20994	97	8	information	information	NOUN
esrj-20994	97	9	with	with	ADP
esrj-20994	97	10	an	an	DET
esrj-20994	97	11	approximately	approximately	ADV
esrj-20994	97	12	ns	ns	ADJ
esrj-20994	97	13	body	body	NOUN
esrj-20994	97	14	depicted	depict	VERB
esrj-20994	97	15	at	at	ADP
esrj-20994	97	16	left	leave	VERB
esrj-20994	97	17	,	,	PUNCT
esrj-20994	97	18	inside	inside	ADP
esrj-20994	97	19	the	the	DET
esrj-20994	97	20	marked	mark	VERB
esrj-20994	97	21	square	square	NOUN
esrj-20994	97	22	(	(	PUNCT
esrj-20994	97	23	modified	modify	VERB
esrj-20994	97	24	from	from	ADP
esrj-20994	97	25	amaya	amaya	PROPN
esrj-20994	97	26	,	,	PUNCT
esrj-20994	97	27	1996	1996	NUM
esrj-20994	97	28	)	)	PUNCT
esrj-20994	97	29	.	.	PUNCT
esrj-20994	98	1	to	to	PART
esrj-20994	98	2	evaluate	evaluate	VERB
esrj-20994	98	3	the	the	DET
esrj-20994	98	4	validity	validity	NOUN
esrj-20994	98	5	of	of	ADP
esrj-20994	98	6	results	result	NOUN
esrj-20994	98	7	provided	provide	VERB
esrj-20994	98	8	by	by	ADP
esrj-20994	98	9	the	the	DET
esrj-20994	98	10	sa	sa	PROPN
esrj-20994	98	11	and	and	CCONJ
esrj-20994	98	12	the	the	DET
esrj-20994	98	13	ma	ma	PROPN
esrj-20994	98	14	methods	method	NOUN
esrj-20994	98	15	,	,	PUNCT
esrj-20994	98	16	crossplot	crossplot	NOUN
esrj-20994	98	17	analysis	analysis	NOUN
esrj-20994	98	18	were	be	AUX
esrj-20994	98	19	done	do	VERB
esrj-20994	98	20	.	.	PUNCT
esrj-20994	99	1	the	the	DET
esrj-20994	99	2	first	first	ADJ
esrj-20994	99	3	one	one	NOUN
esrj-20994	99	4	relates	relate	VERB
esrj-20994	99	5	porosity	porosity	NOUN
esrj-20994	99	6	with	with	ADP
esrj-20994	99	7	acoustic	acoustic	ADJ
esrj-20994	99	8	impedance	impedance	NOUN
esrj-20994	99	9	(	(	PUNCT
esrj-20994	99	10	figure	figure	NOUN
esrj-20994	99	11	4	4	NUM
esrj-20994	99	12	)	)	PUNCT
esrj-20994	99	13	and	and	CCONJ
esrj-20994	99	14	the	the	DET
esrj-20994	99	15	second	second	ADJ
esrj-20994	99	16	one	one	NOUN
esrj-20994	99	17	relates	relate	VERB
esrj-20994	99	18	porosity	porosity	NOUN
esrj-20994	99	19	with	with	ADP
esrj-20994	99	20	shale	shale	NOUN
esrj-20994	99	21	content	content	NOUN
esrj-20994	99	22	(	(	PUNCT
esrj-20994	99	23	figure	figure	NOUN
esrj-20994	99	24	5	5	NUM
esrj-20994	99	25	)	)	PUNCT
esrj-20994	99	26	.	.	PUNCT
esrj-20994	100	1	the	the	DET
esrj-20994	100	2	first	first	ADJ
esrj-20994	100	3	analysis	analysis	NOUN
esrj-20994	100	4	was	be	AUX
esrj-20994	100	5	done	do	VERB
esrj-20994	100	6	in	in	ADP
esrj-20994	100	7	attribute	attribute	NOUN
esrj-20994	100	8	dataset	dataset	VERB
esrj-20994	100	9	calculated	calculate	VERB
esrj-20994	100	10	inside	inside	ADP
esrj-20994	100	11	the	the	DET
esrj-20994	100	12	volume	volume	NOUN
esrj-20994	100	13	:	:	PUNCT
esrj-20994	100	14	(	(	PUNCT
esrj-20994	100	15	figure	figure	NOUN
esrj-20994	100	16	4a	4a	NUM
esrj-20994	100	17	)	)	PUNCT
esrj-20994	100	18	and	and	CCONJ
esrj-20994	100	19	also	also	ADV
esrj-20994	100	20	in	in	ADP
esrj-20994	100	21	properties	property	NOUN
esrj-20994	100	22	calculated	calculate	VERB
esrj-20994	100	23	with	with	ADP
esrj-20994	100	24	borehole	borehole	NOUN
esrj-20994	100	25	data	datum	NOUN
esrj-20994	100	26	(	(	PUNCT
esrj-20994	100	27	figure	figure	NOUN
esrj-20994	100	28	4b	4b	PROPN
esrj-20994	100	29	)	)	PUNCT
esrj-20994	100	30	,	,	PUNCT
esrj-20994	100	31	with	with	ADP
esrj-20994	100	32	a	a	DET
esrj-20994	100	33	similar	similar	ADJ
esrj-20994	100	34	trends	trend	NOUN
esrj-20994	100	35	observed	observe	VERB
esrj-20994	100	36	in	in	ADP
esrj-20994	100	37	both	both	PRON
esrj-20994	100	38	.	.	PUNCT
esrj-20994	101	1	the	the	DET
esrj-20994	101	2	second	second	ADJ
esrj-20994	101	3	analysis	analysis	NOUN
esrj-20994	101	4	threw	throw	VERB
esrj-20994	101	5	similar	similar	ADJ
esrj-20994	101	6	trend	trend	NOUN
esrj-20994	101	7	in	in	ADP
esrj-20994	101	8	attributes	attribute	NOUN
esrj-20994	101	9	measured	measure	VERB
esrj-20994	101	10	in	in	ADP
esrj-20994	101	11	wells	well	NOUN
esrj-20994	101	12	and	and	CCONJ
esrj-20994	101	13	in	in	ADP
esrj-20994	101	14	attributes	attribute	NOUN
esrj-20994	101	15	estimated	estimate	VERB
esrj-20994	101	16	in	in	ADP
esrj-20994	101	17	the	the	DET
esrj-20994	101	18	volume	volume	NOUN
esrj-20994	101	19	(	(	PUNCT
esrj-20994	101	20	figures	figure	VERB
esrj-20994	101	21	5a	5a	NUM
esrj-20994	101	22	and	and	CCONJ
esrj-20994	101	23	5b	5b	NUM
esrj-20994	101	24	)	)	PUNCT
esrj-20994	101	25	.	.	PUNCT
esrj-20994	102	1	finally	finally	ADV
esrj-20994	102	2	the	the	DET
esrj-20994	102	3	properties	property	NOUN
esrj-20994	102	4	predicted	predict	VERB
esrj-20994	102	5	by	by	ADP
esrj-20994	102	6	ma	ma	PROPN
esrj-20994	102	7	method	method	NOUN
esrj-20994	102	8	inside	inside	ADP
esrj-20994	102	9	the	the	DET
esrj-20994	102	10	caballos	caballos	ADJ
esrj-20994	102	11	formation	formation	NOUN
esrj-20994	102	12	were	be	AUX
esrj-20994	102	13	mapped	map	VERB
esrj-20994	102	14	for	for	ADP
esrj-20994	102	15	a	a	DET
esrj-20994	102	16	new	new	ADJ
esrj-20994	102	17	geological	geological	ADJ
esrj-20994	102	18	interpretation	interpretation	NOUN
esrj-20994	102	19	in	in	ADP
esrj-20994	102	20	accord	accord	NOUN
esrj-20994	102	21	with	with	ADP
esrj-20994	102	22	the	the	DET
esrj-20994	102	23	identified	identify	VERB
esrj-20994	102	24	geological	geological	ADJ
esrj-20994	102	25	environments	environment	NOUN
esrj-20994	102	26	.	.	PUNCT
esrj-20994	103	1	using	use	VERB
esrj-20994	103	2	the	the	DET
esrj-20994	103	3	information	information	NOUN
esrj-20994	103	4	provided	provide	VERB
esrj-20994	103	5	by	by	ADP
esrj-20994	103	6	the	the	DET
esrj-20994	103	7	wells	well	NOUN
esrj-20994	103	8	in	in	ADP
esrj-20994	103	9	the	the	DET
esrj-20994	103	10	area	area	NOUN
esrj-20994	103	11	,	,	PUNCT
esrj-20994	103	12	a	a	DET
esrj-20994	103	13	net	net	ADJ
esrj-20994	103	14	sand	sand	NOUN
esrj-20994	103	15	map	map	NOUN
esrj-20994	103	16	for	for	ADP
esrj-20994	103	17	the	the	DET
esrj-20994	103	18	caballos	caballos	ADJ
esrj-20994	103	19	formation	formation	NOUN
esrj-20994	103	20	was	be	AUX
esrj-20994	103	21	generated	generate	VERB
esrj-20994	103	22	and	and	CCONJ
esrj-20994	103	23	showed	show	VERB
esrj-20994	103	24	in	in	ADP
esrj-20994	103	25	figure	figure	NOUN
esrj-20994	103	26	6	6	NUM
esrj-20994	103	27	.	.	PUNCT
esrj-20994	104	1	the	the	DET
esrj-20994	104	2	net	net	ADJ
esrj-20994	104	3	sand	sand	NOUN
esrj-20994	104	4	distribution	distribution	NOUN
esrj-20994	104	5	confirmed	confirm	VERB
esrj-20994	104	6	the	the	DET
esrj-20994	104	7	presence	presence	NOUN
esrj-20994	104	8	of	of	ADP
esrj-20994	104	9	a	a	DET
esrj-20994	104	10	body	body	NOUN
esrj-20994	104	11	that	that	PRON
esrj-20994	104	12	was	be	AUX
esrj-20994	104	13	deposited	deposit	VERB
esrj-20994	104	14	in	in	ADP
esrj-20994	104	15	a	a	DET
esrj-20994	104	16	paleo	paleo	ADJ
esrj-20994	104	17	valley	valley	NOUN
esrj-20994	104	18	with	with	ADP
esrj-20994	104	19	an	an	DET
esrj-20994	104	20	approximately	approximately	ADV
esrj-20994	104	21	ns	ns	ADJ
esrj-20994	104	22	main	main	ADJ
esrj-20994	104	23	direction	direction	NOUN
esrj-20994	104	24	and	and	CCONJ
esrj-20994	104	25	the	the	DET
esrj-20994	104	26	presence	presence	NOUN
esrj-20994	104	27	of	of	ADP
esrj-20994	104	28	isolated	isolated	ADJ
esrj-20994	104	29	bodies	body	NOUN
esrj-20994	104	30	that	that	PRON
esrj-20994	104	31	run	run	VERB
esrj-20994	104	32	almost	almost	ADV
esrj-20994	104	33	parallel	parallel	ADJ
esrj-20994	104	34	to	to	ADP
esrj-20994	104	35	the	the	DET
esrj-20994	104	36	main	main	ADJ
esrj-20994	104	37	body	body	NOUN
esrj-20994	104	38	,	,	PUNCT
esrj-20994	104	39	as	as	SCONJ
esrj-20994	104	40	was	be	AUX
esrj-20994	104	41	interpreted	interpret	VERB
esrj-20994	104	42	in	in	ADP
esrj-20994	104	43	the	the	DET
esrj-20994	104	44	facies	facie	NOUN
esrj-20994	104	45	map	map	NOUN
esrj-20994	104	46	before	before	ADP
esrj-20994	104	47	amaya	amaya	PROPN
esrj-20994	104	48	(	(	PUNCT
esrj-20994	104	49	1996	1996	NUM
esrj-20994	104	50	)	)	PUNCT
esrj-20994	104	51	.	.	PUNCT
esrj-20994	105	1	he	he	PRON
esrj-20994	105	2	identified	identify	VERB
esrj-20994	105	3	four	four	NUM
esrj-20994	105	4	events	event	NOUN
esrj-20994	105	5	in	in	ADP
esrj-20994	105	6	the	the	DET
esrj-20994	105	7	caballos	caballos	ADJ
esrj-20994	105	8	formation	formation	NOUN
esrj-20994	105	9	deposition	deposition	NOUN
esrj-20994	105	10	,	,	PUNCT
esrj-20994	105	11	the	the	DET
esrj-20994	105	12	lower	low	ADJ
esrj-20994	105	13	unit	unit	NOUN
esrj-20994	105	14	consisting	consist	VERB
esrj-20994	105	15	of	of	ADP
esrj-20994	105	16	fluvial	fluvial	ADJ
esrj-20994	105	17	deposits	deposit	NOUN
esrj-20994	105	18	with	with	ADP
esrj-20994	105	19	lower	low	ADJ
esrj-20994	105	20	tidal	tidal	ADJ
esrj-20994	105	21	influence	influence	NOUN
esrj-20994	105	22	(	(	PUNCT
esrj-20994	105	23	see	see	VERB
esrj-20994	105	24	at	at	ADP
esrj-20994	105	25	right	right	NOUN
esrj-20994	105	26	of	of	ADP
esrj-20994	105	27	figure	figure	NOUN
esrj-20994	105	28	6	6	NUM
esrj-20994	105	29	)	)	PUNCT
esrj-20994	105	30	,	,	PUNCT
esrj-20994	105	31	which	which	PRON
esrj-20994	105	32	grades	grade	NOUN
esrj-20994	105	33	toward	toward	ADP
esrj-20994	105	34	estuarine	estuarine	NOUN
esrj-20994	105	35	deposits	deposit	NOUN
esrj-20994	105	36	formed	form	VERB
esrj-20994	105	37	in	in	ADP
esrj-20994	105	38	tidal	tidal	ADJ
esrj-20994	105	39	channels	channel	NOUN
esrj-20994	105	40	and	and	CCONJ
esrj-20994	105	41	tidal	tidal	ADJ
esrj-20994	105	42	flats	flat	NOUN
esrj-20994	105	43	overlain	overlain	NOUN
esrj-20994	105	44	by	by	ADP
esrj-20994	105	45	tidal	tidal	ADJ
esrj-20994	105	46	channel	channel	NOUN
esrj-20994	105	47	deposits	deposit	NOUN
esrj-20994	105	48	,	,	PUNCT
esrj-20994	105	49	which	which	PRON
esrj-20994	105	50	are	be	AUX
esrj-20994	105	51	eventually	eventually	ADV
esrj-20994	105	52	were	be	AUX
esrj-20994	105	53	eroded	erode	VERB
esrj-20994	105	54	and	and	CCONJ
esrj-20994	105	55	overlying	overlie	VERB
esrj-20994	105	56	by	by	ADP
esrj-20994	105	57	deposits	deposit	NOUN
esrj-20994	105	58	of	of	ADP
esrj-20994	105	59	mouth	mouth	NOUN
esrj-20994	105	60	bar	bar	NOUN
esrj-20994	105	61	.	.	PUNCT
esrj-20994	106	1	results	result	NOUN
esrj-20994	106	2	and	and	CCONJ
esrj-20994	106	3	discussion	discussion	NOUN
esrj-20994	106	4	although	although	SCONJ
esrj-20994	106	5	many	many	ADJ
esrj-20994	106	6	properties	property	NOUN
esrj-20994	106	7	were	be	AUX
esrj-20994	106	8	obtained	obtain	VERB
esrj-20994	106	9	using	use	VERB
esrj-20994	106	10	sa	sa	PROPN
esrj-20994	106	11	and	and	CCONJ
esrj-20994	106	12	ma	ma	PROPN
esrj-20994	106	13	,	,	PUNCT
esrj-20994	106	14	just	just	ADV
esrj-20994	106	15	porosity	porosity	NOUN
esrj-20994	106	16	,	,	PUNCT
esrj-20994	106	17	impedance	impedance	NOUN
esrj-20994	106	18	and	and	CCONJ
esrj-20994	106	19	shale	shale	NOUN
esrj-20994	106	20	volume	volume	NOUN
esrj-20994	106	21	were	be	AUX
esrj-20994	106	22	considered	consider	VERB
esrj-20994	106	23	in	in	ADP
esrj-20994	106	24	this	this	DET
esrj-20994	106	25	paper	paper	NOUN
esrj-20994	106	26	,	,	PUNCT
esrj-20994	106	27	because	because	SCONJ
esrj-20994	106	28	they	they	PRON
esrj-20994	106	29	show	show	VERB
esrj-20994	106	30	the	the	DET
esrj-20994	106	31	most	most	ADV
esrj-20994	106	32	outstanding	outstanding	ADJ
esrj-20994	106	33	results	result	NOUN
esrj-20994	106	34	obtained	obtain	VERB
esrj-20994	106	35	in	in	ADP
esrj-20994	106	36	the	the	DET
esrj-20994	106	37	project	project	NOUN
esrj-20994	106	38	.	.	PUNCT
esrj-20994	107	1	the	the	DET
esrj-20994	107	2	property	property	NOUN
esrj-20994	107	3	calculations	calculation	NOUN
esrj-20994	107	4	started	start	VERB
esrj-20994	107	5	with	with	ADP
esrj-20994	107	6	the	the	DET
esrj-20994	107	7	attribute	attribute	NOUN
esrj-20994	107	8	that	that	PRON
esrj-20994	107	9	owns	own	VERB
esrj-20994	107	10	the	the	DET
esrj-20994	107	11	smallest	small	ADJ
esrj-20994	107	12	error	error	NOUN
esrj-20994	107	13	and	and	CCONJ
esrj-20994	107	14	the	the	DET
esrj-20994	107	15	highest	high	ADJ
esrj-20994	107	16	correlation	correlation	NOUN
esrj-20994	107	17	coefficient	coefficient	NOUN
esrj-20994	107	18	and	and	CCONJ
esrj-20994	107	19	then	then	ADV
esrj-20994	107	20	more	more	ADJ
esrj-20994	107	21	attributes	attribute	NOUN
esrj-20994	107	22	were	be	AUX
esrj-20994	107	23	added	add	VERB
esrj-20994	107	24	until	until	ADP
esrj-20994	107	25	the	the	DET
esrj-20994	107	26	highest	high	ADJ
esrj-20994	107	27	correlation	correlation	NOUN
esrj-20994	107	28	coefficient	coefficient	NOUN
esrj-20994	107	29	as	as	SCONJ
esrj-20994	107	30	r=0.995	r=0.995	ADV
esrj-20994	107	31	and	and	CCONJ
esrj-20994	107	32	lowest	low	ADJ
esrj-20994	107	33	error	error	NOUN
esrj-20994	107	34	were	be	AUX
esrj-20994	107	35	achieved	achieve	VERB
esrj-20994	107	36	,	,	PUNCT
esrj-20994	107	37	see	see	VERB
esrj-20994	107	38	table	table	NOUN
esrj-20994	107	39	1	1	NUM
esrj-20994	107	40	.	.	PUNCT
esrj-20994	108	1	the	the	DET
esrj-20994	108	2	properties	property	NOUN
esrj-20994	108	3	predicted	predict	VERB
esrj-20994	108	4	in	in	ADP
esrj-20994	108	5	the	the	DET
esrj-20994	108	6	caballos	caballos	ADJ
esrj-20994	108	7	formation	formation	NOUN
esrj-20994	108	8	volume	volume	NOUN
esrj-20994	108	9	supplied	supply	VERB
esrj-20994	108	10	by	by	ADP
esrj-20994	108	11	ma	ma	PROPN
esrj-20994	108	12	and	and	CCONJ
esrj-20994	108	13	sa	sa	PROPN
esrj-20994	108	14	were	be	AUX
esrj-20994	108	15	compared	compare	VERB
esrj-20994	108	16	against	against	ADP
esrj-20994	108	17	values	value	NOUN
esrj-20994	108	18	established	establish	VERB
esrj-20994	108	19	in	in	ADP
esrj-20994	108	20	the	the	DET
esrj-20994	108	21	well	well	NOUN
esrj-20994	108	22	,	,	PUNCT
esrj-20994	108	23	see	see	VERB
esrj-20994	108	24	table	table	NOUN
esrj-20994	108	25	2	2	NUM
esrj-20994	108	26	.	.	PUNCT
esrj-20994	109	1	the	the	DET
esrj-20994	109	2	ma	ma	PROPN
esrj-20994	109	3	method	method	NOUN
esrj-20994	109	4	always	always	ADV
esrj-20994	109	5	provided	provide	VERB
esrj-20994	109	6	values	value	NOUN
esrj-20994	109	7	closest	close	ADJ
esrj-20994	109	8	to	to	ADP
esrj-20994	109	9	true	true	ADJ
esrj-20994	109	10	property	property	NOUN
esrj-20994	109	11	values	value	NOUN
esrj-20994	109	12	(	(	PUNCT
esrj-20994	109	13	porosity	porosity	NOUN
esrj-20994	109	14	,	,	PUNCT
esrj-20994	109	15	acoustic	acoustic	ADJ
esrj-20994	109	16	impedance	impedance	NOUN
esrj-20994	109	17	,	,	PUNCT
esrj-20994	109	18	etc	etc	X
esrj-20994	109	19	)	)	PUNCT
esrj-20994	109	20	,	,	PUNCT
esrj-20994	109	21	included	include	VERB
esrj-20994	109	22	those	those	PRON
esrj-20994	109	23	in	in	ADP
esrj-20994	109	24	o-24	o-24	NOUN
esrj-20994	109	25	and	and	CCONJ
esrj-20994	109	26	o-15	o-15	NUM
esrj-20994	109	27	wells	well	NOUN
esrj-20994	109	28	which	which	PRON
esrj-20994	109	29	were	be	AUX
esrj-20994	109	30	not	not	PART
esrj-20994	109	31	involved	involve	VERB
esrj-20994	109	32	as	as	ADP
esrj-20994	109	33	input	input	NOUN
esrj-20994	109	34	data	datum	NOUN
esrj-20994	109	35	,	,	PUNCT
esrj-20994	109	36	whereas	whereas	SCONJ
esrj-20994	109	37	the	the	DET
esrj-20994	109	38	values	value	NOUN
esrj-20994	109	39	achieved	achieve	VERB
esrj-20994	109	40	with	with	ADP
esrj-20994	109	41	sa	sa	PROPN
esrj-20994	109	42	drastically	drastically	ADV
esrj-20994	109	43	depart	depart	VERB
esrj-20994	109	44	from	from	ADP
esrj-20994	109	45	the	the	DET
esrj-20994	109	46	real	real	ADJ
esrj-20994	109	47	values	value	NOUN
esrj-20994	109	48	.	.	PUNCT
esrj-20994	110	1	the	the	DET
esrj-20994	110	2	ma	ma	PROPN
esrj-20994	110	3	was	be	AUX
esrj-20994	110	4	applied	apply	VERB
esrj-20994	110	5	to	to	ADP
esrj-20994	110	6	the	the	DET
esrj-20994	110	7	caballos	caballos	ADJ
esrj-20994	110	8	formation	formation	NOUN
esrj-20994	110	9	volume	volume	NOUN
esrj-20994	110	10	to	to	PART
esrj-20994	110	11	estimate	estimate	VERB
esrj-20994	110	12	porosity	porosity	NOUN
esrj-20994	110	13	,	,	PUNCT
esrj-20994	110	14	acoustic	acoustic	ADJ
esrj-20994	110	15	impedance	impedance	NOUN
esrj-20994	110	16	and	and	CCONJ
esrj-20994	110	17	shale	shale	NOUN
esrj-20994	110	18	content	content	NOUN
esrj-20994	110	19	were	be	AUX
esrj-20994	110	20	.	.	PUNCT
esrj-20994	111	1	to	to	PART
esrj-20994	111	2	verify	verify	VERB
esrj-20994	111	3	that	that	SCONJ
esrj-20994	111	4	the	the	DET
esrj-20994	111	5	predicted	predict	VERB
esrj-20994	111	6	value	value	NOUN
esrj-20994	111	7	trend	trend	NOUN
esrj-20994	111	8	are	be	AUX
esrj-20994	111	9	agree	agree	VERB
esrj-20994	111	10	with	with	ADP
esrj-20994	111	11	that	that	PRON
esrj-20994	111	12	of	of	ADP
esrj-20994	111	13	data	datum	NOUN
esrj-20994	111	14	observed	observe	VERB
esrj-20994	111	15	in	in	ADP
esrj-20994	111	16	wells	wells	PROPN
esrj-20994	111	17	,	,	PUNCT
esrj-20994	111	18	the	the	DET
esrj-20994	111	19	estimated	estimate	VERB
esrj-20994	111	20	porosity	porosity	NOUN
esrj-20994	111	21	was	be	AUX
esrj-20994	111	22	crossploted	crossplote	VERB
esrj-20994	111	23	against	against	ADP
esrj-20994	111	24	estimated	estimate	VERB
esrj-20994	111	25	acoustic	acoustic	ADJ
esrj-20994	111	26	impedance	impedance	NOUN
esrj-20994	111	27	.	.	PUNCT
esrj-20994	112	1	in	in	ADP
esrj-20994	112	2	figures	figure	NOUN
esrj-20994	112	3	4a	4a	NOUN
esrj-20994	112	4	and	and	CCONJ
esrj-20994	112	5	4b	4b	PROPN
esrj-20994	112	6	a	a	DET
esrj-20994	112	7	similar	similar	ADJ
esrj-20994	112	8	trend	trend	NOUN
esrj-20994	112	9	in	in	SCONJ
esrj-20994	112	10	predicted	predict	VERB
esrj-20994	112	11	and	and	CCONJ
esrj-20994	112	12	measured	measure	VERB
esrj-20994	112	13	in	in	ADP
esrj-20994	112	14	well	well	ADV
esrj-20994	112	15	data	datum	NOUN
esrj-20994	112	16	is	be	AUX
esrj-20994	112	17	observed	observe	VERB
esrj-20994	112	18	assuring	assure	VERB
esrj-20994	112	19	a	a	DET
esrj-20994	112	20	reliable	reliable	ADJ
esrj-20994	112	21	output	output	NOUN
esrj-20994	112	22	,	,	PUNCT
esrj-20994	112	23	although	although	SCONJ
esrj-20994	112	24	the	the	DET
esrj-20994	112	25	predicted	predict	VERB
esrj-20994	112	26	porosity	porosity	NOUN
esrj-20994	112	27	,	,	PUNCT
esrj-20994	112	28	acoustic	acoustic	ADJ
esrj-20994	112	29	impedance	impedance	NOUN
esrj-20994	112	30	and	and	CCONJ
esrj-20994	112	31	shale	shale	NOUN
esrj-20994	112	32	volume	volume	NOUN
esrj-20994	112	33	values	value	NOUN
esrj-20994	112	34	were	be	AUX
esrj-20994	112	35	calculated	calculate	VERB
esrj-20994	112	36	by	by	ADP
esrj-20994	112	37	polynomials	polynomial	NOUN
esrj-20994	112	38	independent	independent	ADJ
esrj-20994	112	39	of	of	ADP
esrj-20994	112	40	borehole	borehole	NOUN
esrj-20994	112	41	data	datum	NOUN
esrj-20994	112	42	.	.	PUNCT
esrj-20994	113	1	according	accord	VERB
esrj-20994	113	2	to	to	ADP
esrj-20994	113	3	petrophysical	petrophysical	ADJ
esrj-20994	113	4	and	and	CCONJ
esrj-20994	113	5	physical	physical	ADJ
esrj-20994	113	6	considerations	consideration	NOUN
esrj-20994	113	7	the	the	DET
esrj-20994	113	8	observed	observed	ADJ
esrj-20994	113	9	results	result	NOUN
esrj-20994	113	10	were	be	AUX
esrj-20994	113	11	interpreted	interpret	VERB
esrj-20994	113	12	so	so	ADV
esrj-20994	113	13	,	,	PUNCT
esrj-20994	113	14	highest	high	ADJ
esrj-20994	113	15	porosities	porosity	NOUN
esrj-20994	113	16	and	and	CCONJ
esrj-20994	113	17	smallest	small	ADJ
esrj-20994	113	18	impedances	impedance	NOUN
esrj-20994	113	19	are	be	AUX
esrj-20994	113	20	related	relate	VERB
esrj-20994	113	21	to	to	ADP
esrj-20994	113	22	material	material	NOUN
esrj-20994	113	23	with	with	ADP
esrj-20994	113	24	high	high	ADJ
esrj-20994	113	25	sand	sand	NOUN
esrj-20994	113	26	content	content	NOUN
esrj-20994	113	27	as	as	SCONJ
esrj-20994	113	28	found	find	VERB
esrj-20994	113	29	deposited	deposit	VERB
esrj-20994	113	30	in	in	ADP
esrj-20994	113	31	channel	channel	NOUN
esrj-20994	113	32	environment	environment	NOUN
esrj-20994	113	33	and	and	CCONJ
esrj-20994	113	34	lowest	low	ADJ
esrj-20994	113	35	porosities	porosity	NOUN
esrj-20994	113	36	and	and	CCONJ
esrj-20994	113	37	highest	high	ADJ
esrj-20994	113	38	impedances	impedance	NOUN
esrj-20994	113	39	are	be	AUX
esrj-20994	113	40	associated	associate	VERB
esrj-20994	113	41	to	to	ADP
esrj-20994	113	42	materials	material	NOUN
esrj-20994	113	43	with	with	ADP
esrj-20994	113	44	high	high	ADJ
esrj-20994	113	45	content	content	NOUN
esrj-20994	113	46	of	of	ADP
esrj-20994	113	47	shale	shale	NOUN
esrj-20994	113	48	found	find	VERB
esrj-20994	113	49	in	in	ADP
esrj-20994	113	50	a	a	DET
esrj-20994	113	51	tidal	tidal	ADJ
esrj-20994	113	52	flat	flat	ADJ
esrj-20994	113	53	marsh	marsh	NOUN
esrj-20994	113	54	.	.	PUNCT
esrj-20994	114	1	two	two	NUM
esrj-20994	114	2	maps	map	NOUN
esrj-20994	114	3	of	of	ADP
esrj-20994	114	4	porosity	porosity	NOUN
esrj-20994	114	5	distribution	distribution	NOUN
esrj-20994	114	6	in	in	ADP
esrj-20994	114	7	the	the	DET
esrj-20994	114	8	caballos	caballos	ADJ
esrj-20994	114	9	formation	formation	NOUN
esrj-20994	114	10	were	be	AUX
esrj-20994	114	11	built	build	VERB
esrj-20994	114	12	,	,	PUNCT
esrj-20994	114	13	a	a	DET
esrj-20994	114	14	first	first	ADJ
esrj-20994	114	15	one	one	NOUN
esrj-20994	114	16	generated	generate	VERB
esrj-20994	114	17	by	by	ADP
esrj-20994	114	18	the	the	DET
esrj-20994	114	19	sa	sa	PROPN
esrj-20994	114	20	method	method	NOUN
esrj-20994	114	21	in	in	ADP
esrj-20994	114	22	figure	figure	NOUN
esrj-20994	114	23	8a	8a	NUM
esrj-20994	114	24	and	and	CCONJ
esrj-20994	114	25	a	a	DET
esrj-20994	114	26	second	second	ADJ
esrj-20994	114	27	one	one	NUM
esrj-20994	114	28	by	by	ADP
esrj-20994	114	29	the	the	DET
esrj-20994	114	30	ma	ma	PROPN
esrj-20994	114	31	method	method	NOUN
esrj-20994	114	32	in	in	ADP
esrj-20994	114	33	figure	figure	NOUN
esrj-20994	114	34	8b	8b	NUM
esrj-20994	114	35	.	.	PUNCT
esrj-20994	115	1	comparing	compare	VERB
esrj-20994	115	2	these	these	DET
esrj-20994	115	3	two	two	NUM
esrj-20994	115	4	maps	map	NOUN
esrj-20994	115	5	a	a	DET
esrj-20994	115	6	higher	high	ADJ
esrj-20994	115	7	contrast	contrast	NOUN
esrj-20994	115	8	in	in	ADP
esrj-20994	115	9	porosity	porosity	NOUN
esrj-20994	115	10	is	be	AUX
esrj-20994	115	11	clearly	clearly	ADV
esrj-20994	115	12	visible	visible	ADJ
esrj-20994	115	13	in	in	ADP
esrj-20994	115	14	the	the	DET
esrj-20994	115	15	figure	figure	NOUN
esrj-20994	115	16	8b	8b	NUM
esrj-20994	115	17	,	,	PUNCT
esrj-20994	115	18	providing	provide	VERB
esrj-20994	115	19	a	a	DET
esrj-20994	115	20	better	well	ADJ
esrj-20994	115	21	discrimination	discrimination	NOUN
esrj-20994	115	22	of	of	ADP
esrj-20994	115	23	porosity	porosity	NOUN
esrj-20994	115	24	distribution	distribution	NOUN
esrj-20994	115	25	in	in	ADP
esrj-20994	115	26	the	the	DET
esrj-20994	115	27	formation	formation	NOUN
esrj-20994	115	28	.	.	PUNCT
esrj-20994	116	1	a	a	DET
esrj-20994	116	2	map	map	NOUN
esrj-20994	116	3	of	of	ADP
esrj-20994	116	4	acoustic	acoustic	ADJ
esrj-20994	116	5	impedance	impedance	NOUN
esrj-20994	116	6	generated	generate	VERB
esrj-20994	116	7	by	by	ADP
esrj-20994	116	8	the	the	DET
esrj-20994	116	9	ma	ma	PROPN
esrj-20994	116	10	is	be	AUX
esrj-20994	116	11	seen	see	VERB
esrj-20994	116	12	in	in	ADP
esrj-20994	116	13	figure	figure	NOUN
esrj-20994	116	14	9	9	NUM
esrj-20994	116	15	.	.	PUNCT
esrj-20994	117	1	a	a	DET
esrj-20994	117	2	shale	shale	NOUN
esrj-20994	117	3	content	content	NOUN
esrj-20994	117	4	map	map	NOUN
esrj-20994	117	5	(	(	PUNCT
esrj-20994	117	6	figure	figure	NOUN
esrj-20994	117	7	8)	8)	NUM
esrj-20994	117	8	was	be	AUX
esrj-20994	117	9	generated	generate	VERB
esrj-20994	117	10	with	with	ADP
esrj-20994	117	11	multiattribute	multiattribute	NOUN
esrj-20994	117	12	analysis	analysis	NOUN
esrj-20994	117	13	,	,	PUNCT
esrj-20994	117	14	consistent	consistent	ADJ
esrj-20994	117	15	with	with	ADP
esrj-20994	117	16	the	the	DET
esrj-20994	117	17	net	net	ADJ
esrj-20994	117	18	sand	sand	NOUN
esrj-20994	117	19	map	map	NOUN
esrj-20994	117	20	(	(	PUNCT
esrj-20994	117	21	figure	figure	NOUN
esrj-20994	117	22	6	6	NUM
esrj-20994	117	23	)	)	PUNCT
esrj-20994	117	24	where	where	SCONJ
esrj-20994	117	25	most	most	ADJ
esrj-20994	117	26	of	of	ADP
esrj-20994	117	27	the	the	DET
esrj-20994	117	28	low	low	ADJ
esrj-20994	117	29	values	value	NOUN
esrj-20994	117	30	of	of	ADP
esrj-20994	117	31	shale	shale	NOUN
esrj-20994	117	32	volume	volume	NOUN
esrj-20994	117	33	(	(	PUNCT
esrj-20994	117	34	yellow	yellow	ADJ
esrj-20994	117	35	and	and	CCONJ
esrj-20994	117	36	red	red	ADJ
esrj-20994	117	37	)	)	PUNCT
esrj-20994	117	38	coincide	coincide	NOUN
esrj-20994	117	39	with	with	ADP
esrj-20994	117	40	the	the	DET
esrj-20994	117	41	main	main	ADJ
esrj-20994	117	42	body	body	NOUN
esrj-20994	117	43	trend	trend	NOUN
esrj-20994	117	44	.	.	PUNCT
esrj-20994	118	1	however	however	ADV
esrj-20994	118	2	,	,	PUNCT
esrj-20994	118	3	there	there	PRON
esrj-20994	118	4	are	be	VERB
esrj-20994	118	5	outliers	outlier	NOUN
esrj-20994	118	6	to	to	ADP
esrj-20994	118	7	the	the	DET
esrj-20994	118	8	east	east	ADJ
esrj-20994	118	9	side	side	NOUN
esrj-20994	118	10	of	of	ADP
esrj-20994	118	11	the	the	DET
esrj-20994	118	12	area	area	NOUN
esrj-20994	118	13	which	which	PRON
esrj-20994	118	14	are	be	AUX
esrj-20994	118	15	not	not	PART
esrj-20994	118	16	easy	easy	ADJ
esrj-20994	118	17	to	to	PART
esrj-20994	118	18	explain	explain	VERB
esrj-20994	118	19	except	except	SCONJ
esrj-20994	118	20	due	due	ADP
esrj-20994	118	21	to	to	ADP
esrj-20994	118	22	the	the	DET
esrj-20994	118	23	possible	possible	ADJ
esrj-20994	118	24	presence	presence	NOUN
esrj-20994	118	25	of	of	ADP
esrj-20994	118	26	another	another	DET
esrj-20994	118	27	channel	channel	NOUN
esrj-20994	118	28	along	along	ADP
esrj-20994	118	29	the	the	DET
esrj-20994	118	30	orito	orito	ADJ
esrj-20994	118	31	fault	fault	NOUN
esrj-20994	118	32	.	.	PUNCT
esrj-20994	119	1	finally	finally	ADV
esrj-20994	119	2	through	through	ADP
esrj-20994	119	3	figures	figure	NOUN
esrj-20994	119	4	6,7,8b	6,7,8b	NUM
esrj-20994	119	5	and	and	CCONJ
esrj-20994	119	6	9	9	NUM
esrj-20994	119	7	,	,	PUNCT
esrj-20994	119	8	a	a	DET
esrj-20994	119	9	geological	geological	ADJ
esrj-20994	119	10	interpretation	interpretation	NOUN
esrj-20994	119	11	depicted	depict	VERB
esrj-20994	119	12	in	in	ADP
esrj-20994	119	13	figure	figure	NOUN
esrj-20994	119	14	8a	8a	NUM
esrj-20994	119	15	was	be	AUX
esrj-20994	119	16	done	do	VERB
esrj-20994	119	17	.	.	PUNCT
esrj-20994	120	1	it	it	PRON
esrj-20994	120	2	is	be	AUX
esrj-20994	120	3	possible	possible	ADJ
esrj-20994	120	4	there	there	ADV
esrj-20994	120	5	to	to	PART
esrj-20994	120	6	identify	identify	VERB
esrj-20994	120	7	the	the	DET
esrj-20994	120	8	environments	environment	NOUN
esrj-20994	120	9	in	in	ADP
esrj-20994	120	10	the	the	DET
esrj-20994	120	11	caballos	caballos	ADJ
esrj-20994	120	12	formation	formation	NOUN
esrj-20994	120	13	,	,	PUNCT
esrj-20994	120	14	including	include	VERB
esrj-20994	120	15	fluvial	fluvial	ADJ
esrj-20994	120	16	channels	channel	NOUN
esrj-20994	120	17	in	in	ADP
esrj-20994	120	18	the	the	DET
esrj-20994	120	19	lower	low	ADJ
esrj-20994	120	20	part	part	NOUN
esrj-20994	120	21	(	(	PUNCT
esrj-20994	120	22	unit	unit	NOUN
esrj-20994	120	23	u1	u1	PROPN
esrj-20994	120	24	)	)	PUNCT
esrj-20994	120	25	,	,	PUNCT
esrj-20994	120	26	tidal	tidal	ADJ
esrj-20994	120	27	channels	channel	NOUN
esrj-20994	120	28	(	(	PUNCT
esrj-20994	120	29	units	unit	NOUN
esrj-20994	120	30	u2	u2	NOUN
esrj-20994	120	31	and	and	CCONJ
esrj-20994	120	32	u3	u3	NOUN
esrj-20994	120	33	)	)	PUNCT
esrj-20994	120	34	,	,	PUNCT
esrj-20994	120	35	tidal	tidal	ADJ
esrj-20994	120	36	flat	flat	ADJ
esrj-20994	120	37	marsh	marsh	NOUN
esrj-20994	120	38	and	and	CCONJ
esrj-20994	120	39	crevasse	crevasse	NOUN
esrj-20994	120	40	splays	splay	NOUN
esrj-20994	120	41	,	,	PUNCT
esrj-20994	120	42	with	with	ADP
esrj-20994	120	43	the	the	DET
esrj-20994	120	44	possible	possible	ADJ
esrj-20994	120	45	presence	presence	NOUN
esrj-20994	120	46	of	of	ADP
esrj-20994	120	47	channel	channel	NOUN
esrj-20994	120	48	bars	bar	NOUN
esrj-20994	120	49	.	.	PUNCT
esrj-20994	121	1	the	the	DET
esrj-20994	121	2	interpretation	interpretation	NOUN
esrj-20994	121	3	map	map	NOUN
esrj-20994	121	4	of	of	ADP
esrj-20994	121	5	figure	figure	NOUN
esrj-20994	121	6	8a	8a	NUM
esrj-20994	121	7	is	be	AUX
esrj-20994	121	8	geologically	geologically	ADV
esrj-20994	121	9	consistent	consistent	ADJ
esrj-20994	121	10	with	with	ADP
esrj-20994	121	11	a	a	DET
esrj-20994	121	12	previous	previous	ADJ
esrj-20994	121	13	interpretation	interpretation	NOUN
esrj-20994	121	14	map	map	NOUN
esrj-20994	121	15	done	do	VERB
esrj-20994	121	16	by	by	ADP
esrj-20994	121	17	amaya	amaya	PROPN
esrj-20994	121	18	(	(	PUNCT
esrj-20994	121	19	1997	1997	NUM
esrj-20994	121	20	)	)	PUNCT
esrj-20994	121	21	in	in	ADP
esrj-20994	121	22	figure	figure	NOUN
esrj-20994	121	23	8b	8b	NUM
esrj-20994	121	24	,	,	PUNCT
esrj-20994	121	25	but	but	CCONJ
esrj-20994	121	26	a	a	DET
esrj-20994	121	27	better	well	ADJ
esrj-20994	121	28	discrimination	discrimination	NOUN
esrj-20994	121	29	of	of	ADP
esrj-20994	121	30	the	the	DET
esrj-20994	121	31	channel	channel	NOUN
esrj-20994	121	32	and	and	CCONJ
esrj-20994	121	33	the	the	DET
esrj-20994	121	34	other	other	ADJ
esrj-20994	121	35	facies	facie	NOUN
esrj-20994	121	36	are	be	AUX
esrj-20994	121	37	visible	visible	ADJ
esrj-20994	121	38	in	in	ADP
esrj-20994	121	39	figure	figure	NOUN
esrj-20994	121	40	8a	8a	NUM
esrj-20994	121	41	.	.	PROPN
esrj-20994	121	42	178	178	NUM
esrj-20994	121	43	jairo	jairo	PROPN
esrj-20994	121	44	g.	g.	PROPN
esrj-20994	121	45	guerrero	guerrero	PROPN
esrj-20994	121	46	,	,	PUNCT
esrj-20994	121	47	carlos	carlos	PROPN
esrj-20994	121	48	a.	a.	PROPN
esrj-20994	121	49	vargas	vargas	PROPN
esrj-20994	121	50	and	and	CCONJ
esrj-20994	121	51	luis	luis	PROPN
esrj-20994	121	52	a.	a.	PROPN
esrj-20994	121	53	montes	montes	PROPN
esrj-20994	121	54	figure	figure	NOUN
esrj-20994	121	55	7	7	NUM
esrj-20994	121	56	.	.	PUNCT
esrj-20994	121	57	porosity	porosity	NOUN
esrj-20994	121	58	maps	map	NOUN
esrj-20994	121	59	for	for	ADP
esrj-20994	121	60	the	the	DET
esrj-20994	121	61	caballos	caballos	ADJ
esrj-20994	121	62	formation	formation	NOUN
esrj-20994	121	63	,	,	PUNCT
esrj-20994	121	64	on	on	ADP
esrj-20994	121	65	the	the	DET
esrj-20994	121	66	left	left	NOUN
esrj-20994	121	67	was	be	AUX
esrj-20994	121	68	calculated	calculate	VERB
esrj-20994	121	69	using	use	VERB
esrj-20994	121	70	the	the	DET
esrj-20994	121	71	sa	sa	NOUN
esrj-20994	121	72	and	and	CCONJ
esrj-20994	121	73	on	on	ADP
esrj-20994	121	74	the	the	DET
esrj-20994	121	75	right	right	NOUN
esrj-20994	121	76	through	through	ADP
esrj-20994	121	77	the	the	DET
esrj-20994	121	78	ma	ma	PROPN
esrj-20994	121	79	.	.	PUNCT
esrj-20994	122	1	the	the	DET
esrj-20994	122	2	patterns	pattern	NOUN
esrj-20994	122	3	and	and	CCONJ
esrj-20994	122	4	trends	trend	NOUN
esrj-20994	122	5	are	be	AUX
esrj-20994	122	6	clearer	clear	ADJ
esrj-20994	122	7	in	in	ADP
esrj-20994	122	8	the	the	DET
esrj-20994	122	9	ma	ma	PROPN
esrj-20994	122	10	map	map	NOUN
esrj-20994	122	11	.	.	PUNCT
esrj-20994	123	1	it	it	PRON
esrj-20994	123	2	allowed	allow	VERB
esrj-20994	123	3	to	to	PART
esrj-20994	123	4	discern	discern	VERB
esrj-20994	123	5	different	different	ADJ
esrj-20994	123	6	environments	environment	NOUN
esrj-20994	123	7	in	in	ADP
esrj-20994	123	8	the	the	DET
esrj-20994	123	9	caballos	caballos	ADJ
esrj-20994	123	10	formation	formation	NOUN
esrj-20994	123	11	according	accord	VERB
esrj-20994	123	12	with	with	ADP
esrj-20994	123	13	facies	facie	NOUN
esrj-20994	123	14	described	describe	VERB
esrj-20994	123	15	in	in	ADP
esrj-20994	123	16	figure	figure	NOUN
esrj-20994	123	17	2	2	NUM
esrj-20994	123	18	,	,	PUNCT
esrj-20994	123	19	from	from	ADP
esrj-20994	123	20	fluvial	fluvial	ADJ
esrj-20994	123	21	channels	channel	NOUN
esrj-20994	123	22	in	in	ADP
esrj-20994	123	23	the	the	DET
esrj-20994	123	24	lower	low	ADJ
esrj-20994	123	25	part	part	NOUN
esrj-20994	123	26	of	of	ADP
esrj-20994	123	27	the	the	DET
esrj-20994	123	28	formation	formation	NOUN
esrj-20994	123	29	(	(	PUNCT
esrj-20994	123	30	unit	unit	NOUN
esrj-20994	123	31	u1	u1	PROPN
esrj-20994	123	32	)	)	PUNCT
esrj-20994	123	33	,	,	PUNCT
esrj-20994	123	34	tidal	tidal	ADJ
esrj-20994	123	35	channels	channel	NOUN
esrj-20994	123	36	in	in	ADP
esrj-20994	123	37	the	the	DET
esrj-20994	123	38	intermediate	intermediate	ADJ
esrj-20994	123	39	units	unit	NOUN
esrj-20994	123	40	(	(	PUNCT
esrj-20994	123	41	u2	u2	NOUN
esrj-20994	123	42	and	and	CCONJ
esrj-20994	123	43	u3	u3	NOUN
esrj-20994	123	44	)	)	PUNCT
esrj-20994	123	45	,	,	PUNCT
esrj-20994	123	46	tidal	tidal	ADJ
esrj-20994	123	47	flat	flat	ADJ
esrj-20994	123	48	marsh	marsh	ADJ
esrj-20994	123	49	and	and	CCONJ
esrj-20994	123	50	crevasse	crevasse	NOUN
esrj-20994	123	51	splay	splay	NOUN
esrj-20994	123	52	with	with	ADP
esrj-20994	123	53	the	the	DET
esrj-20994	123	54	possible	possible	ADJ
esrj-20994	123	55	presence	presence	NOUN
esrj-20994	123	56	of	of	ADP
esrj-20994	123	57	channel	channel	NOUN
esrj-20994	123	58	bars	bar	NOUN
esrj-20994	123	59	.	.	PUNCT
esrj-20994	124	1	the	the	DET
esrj-20994	124	2	production	production	NOUN
esrj-20994	124	3	wells	well	NOUN
esrj-20994	124	4	were	be	AUX
esrj-20994	124	5	plotted	plot	VERB
esrj-20994	124	6	on	on	ADP
esrj-20994	124	7	the	the	DET
esrj-20994	124	8	interpretation	interpretation	NOUN
esrj-20994	124	9	map	map	NOUN
esrj-20994	124	10	as	as	SCONJ
esrj-20994	124	11	seen	see	VERB
esrj-20994	124	12	in	in	ADP
esrj-20994	124	13	the	the	DET
esrj-20994	124	14	figure	figure	NOUN
esrj-20994	124	15	9	9	NUM
esrj-20994	124	16	,	,	PUNCT
esrj-20994	124	17	the	the	DET
esrj-20994	124	18	bubble	bubble	NOUN
esrj-20994	124	19	sizes	size	NOUN
esrj-20994	124	20	indicates	indicate	VERB
esrj-20994	124	21	the	the	DET
esrj-20994	124	22	accumulated	accumulate	VERB
esrj-20994	124	23	production	production	NOUN
esrj-20994	124	24	in	in	ADP
esrj-20994	124	25	each	each	DET
esrj-20994	124	26	well	well	NOUN
esrj-20994	124	27	.	.	PUNCT
esrj-20994	125	1	it	it	PRON
esrj-20994	125	2	is	be	AUX
esrj-20994	125	3	noticeable	noticeable	ADJ
esrj-20994	125	4	that	that	SCONJ
esrj-20994	125	5	the	the	DET
esrj-20994	125	6	wells	well	NOUN
esrj-20994	125	7	with	with	ADP
esrj-20994	125	8	higher	high	ADJ
esrj-20994	125	9	production	production	NOUN
esrj-20994	125	10	are	be	AUX
esrj-20994	125	11	associated	associate	VERB
esrj-20994	125	12	to	to	ADP
esrj-20994	125	13	main	main	ADJ
esrj-20994	125	14	fluvial	fluvial	ADJ
esrj-20994	125	15	channel	channel	NOUN
esrj-20994	125	16	deposits	deposit	NOUN
esrj-20994	125	17	(	(	PUNCT
esrj-20994	125	18	u1	u1	NOUN
esrj-20994	125	19	)	)	PUNCT
esrj-20994	125	20	,	,	PUNCT
esrj-20994	125	21	in	in	ADP
esrj-20994	125	22	a	a	DET
esrj-20994	125	23	second	second	ADJ
esrj-20994	125	24	place	place	NOUN
esrj-20994	125	25	the	the	DET
esrj-20994	125	26	wells	well	NOUN
esrj-20994	125	27	in	in	ADP
esrj-20994	125	28	tidal	tidal	ADJ
esrj-20994	125	29	channels	channel	NOUN
esrj-20994	125	30	of	of	ADP
esrj-20994	125	31	u2	u2	NOUN
esrj-20994	125	32	and	and	CCONJ
esrj-20994	125	33	u3	u3	NOUN
esrj-20994	125	34	units	unit	NOUN
esrj-20994	125	35	whereas	whereas	SCONJ
esrj-20994	125	36	the	the	DET
esrj-20994	125	37	lowest	low	ADJ
esrj-20994	125	38	productions	production	NOUN
esrj-20994	125	39	are	be	AUX
esrj-20994	125	40	from	from	ADP
esrj-20994	125	41	wells	well	NOUN
esrj-20994	125	42	in	in	ADP
esrj-20994	125	43	deposits	deposit	NOUN
esrj-20994	125	44	of	of	ADP
esrj-20994	125	45	tidal	tidal	ADJ
esrj-20994	125	46	flat	flat	ADJ
esrj-20994	125	47	marsh	marsh	NOUN
esrj-20994	125	48	.	.	PUNCT
esrj-20994	126	1	note	note	VERB
esrj-20994	126	2	the	the	DET
esrj-20994	126	3	similarity	similarity	NOUN
esrj-20994	126	4	in	in	ADP
esrj-20994	126	5	the	the	DET
esrj-20994	126	6	bodie	bodie	NOUN
esrj-20994	126	7	trend	trend	NOUN
esrj-20994	126	8	and	and	CCONJ
esrj-20994	126	9	the	the	DET
esrj-20994	126	10	arrangement	arrangement	NOUN
esrj-20994	126	11	of	of	ADP
esrj-20994	126	12	the	the	DET
esrj-20994	126	13	identified	identify	VERB
esrj-20994	126	14	facies	facie	NOUN
esrj-20994	126	15	.	.	PUNCT
esrj-20994	127	1	conclusions	conclusion	NOUN
esrj-20994	127	2	single	single	ADJ
esrj-20994	127	3	and	and	CCONJ
esrj-20994	127	4	multiattribute	multiattribute	NOUN
esrj-20994	127	5	analyses	analysis	NOUN
esrj-20994	127	6	were	be	AUX
esrj-20994	127	7	applied	apply	VERB
esrj-20994	127	8	to	to	ADP
esrj-20994	127	9	the	the	DET
esrj-20994	127	10	caballos	caballos	ADJ
esrj-20994	127	11	formation	formation	NOUN
esrj-20994	127	12	using	use	VERB
esrj-20994	127	13	3d	3d	NUM
esrj-20994	127	14	seismic	seismic	ADJ
esrj-20994	127	15	information	information	NOUN
esrj-20994	127	16	of	of	ADP
esrj-20994	127	17	the	the	DET
esrj-20994	127	18	orito	orito	ADJ
esrj-20994	127	19	field	field	NOUN
esrj-20994	127	20	,	,	PUNCT
esrj-20994	127	21	putumayo	putumayo	PROPN
esrj-20994	127	22	basin	basin	PROPN
esrj-20994	127	23	colombia	colombia	PROPN
esrj-20994	127	24	.	.	PUNCT
esrj-20994	128	1	comparative	comparative	ADJ
esrj-20994	128	2	analysis	analysis	NOUN
esrj-20994	128	3	indicated	indicate	VERB
esrj-20994	128	4	that	that	SCONJ
esrj-20994	128	5	ma	ma	PROPN
esrj-20994	128	6	estimates	estimate	VERB
esrj-20994	128	7	property	property	NOUN
esrj-20994	128	8	values	value	NOUN
esrj-20994	128	9	in	in	ADP
esrj-20994	128	10	the	the	DET
esrj-20994	128	11	reservoir	reservoir	NOUN
esrj-20994	128	12	more	more	ADV
esrj-20994	128	13	confident	confident	ADJ
esrj-20994	128	14	than	than	ADP
esrj-20994	128	15	sa	sa	NOUN
esrj-20994	128	16	approach	approach	NOUN
esrj-20994	128	17	.	.	PUNCT
esrj-20994	129	1	the	the	DET
esrj-20994	129	2	inverse	inverse	NOUN
esrj-20994	129	3	relationships	relationship	NOUN
esrj-20994	129	4	porosity	porosity	NOUN
esrj-20994	129	5	impedance	impedance	NOUN
esrj-20994	129	6	and	and	CCONJ
esrj-20994	129	7	porosity	porosity	NOUN
esrj-20994	129	8	–	–	PUNCT
esrj-20994	129	9	shale	shale	NOUN
esrj-20994	129	10	content	content	NOUN
esrj-20994	129	11	observed	observe	VERB
esrj-20994	129	12	in	in	ADP
esrj-20994	129	13	predicted	predict	VERB
esrj-20994	129	14	in	in	ADP
esrj-20994	129	15	volume	volume	NOUN
esrj-20994	129	16	dataset	dataset	NOUN
esrj-20994	129	17	were	be	AUX
esrj-20994	129	18	consistent	consistent	ADJ
esrj-20994	129	19	with	with	ADP
esrj-20994	129	20	similar	similar	ADJ
esrj-20994	129	21	trend	trend	NOUN
esrj-20994	129	22	noted	note	VERB
esrj-20994	129	23	in	in	ADP
esrj-20994	129	24	estimated	estimate	VERB
esrj-20994	129	25	in	in	ADP
esrj-20994	129	26	wells	well	NOUN
esrj-20994	129	27	dataset	dataset	VERB
esrj-20994	129	28	ensuring	ensure	VERB
esrj-20994	129	29	reliable	reliable	ADJ
esrj-20994	129	30	predictive	predictive	ADJ
esrj-20994	129	31	behavior	behavior	NOUN
esrj-20994	129	32	and	and	CCONJ
esrj-20994	129	33	geological	geological	ADJ
esrj-20994	129	34	validness	validness	NOUN
esrj-20994	129	35	.	.	PUNCT
esrj-20994	130	1	the	the	DET
esrj-20994	130	2	sa	sa	PROPN
esrj-20994	130	3	analysis	analysis	NOUN
esrj-20994	130	4	discriminates	discriminate	VERB
esrj-20994	130	5	samples	sample	NOUN
esrj-20994	130	6	where	where	SCONJ
esrj-20994	130	7	the	the	DET
esrj-20994	130	8	highest	high	ADJ
esrj-20994	130	9	porosities	porosity	NOUN
esrj-20994	130	10	with	with	ADP
esrj-20994	130	11	smallest	small	ADJ
esrj-20994	130	12	impedances	impedance	NOUN
esrj-20994	130	13	characterizes	characterize	VERB
esrj-20994	130	14	high	high	ADJ
esrj-20994	130	15	sand	sand	NOUN
esrj-20994	130	16	content	content	NOUN
esrj-20994	130	17	such	such	ADJ
esrj-20994	130	18	as	as	ADP
esrj-20994	130	19	channel	channel	NOUN
esrj-20994	130	20	and	and	CCONJ
esrj-20994	130	21	where	where	SCONJ
esrj-20994	130	22	the	the	DET
esrj-20994	130	23	lowest	low	ADJ
esrj-20994	130	24	porosities	porosity	NOUN
esrj-20994	130	25	with	with	ADP
esrj-20994	130	26	highest	high	ADJ
esrj-20994	130	27	impedances	impedance	NOUN
esrj-20994	130	28	characterizes	characterize	VERB
esrj-20994	130	29	high	high	ADJ
esrj-20994	130	30	content	content	NOUN
esrj-20994	130	31	of	of	ADP
esrj-20994	130	32	shale	shale	NOUN
esrj-20994	130	33	such	such	ADJ
esrj-20994	130	34	as	as	ADP
esrj-20994	130	35	tidal	tidal	ADJ
esrj-20994	130	36	flat	flat	ADJ
esrj-20994	130	37	marsh	marsh	NOUN
esrj-20994	130	38	.	.	PUNCT
esrj-20994	131	1	moreover	moreover	ADV
esrj-20994	131	2	,	,	PUNCT
esrj-20994	131	3	maps	map	NOUN
esrj-20994	131	4	of	of	ADP
esrj-20994	131	5	properties	property	NOUN
esrj-20994	131	6	estimated	estimate	VERB
esrj-20994	131	7	by	by	ADP
esrj-20994	131	8	the	the	DET
esrj-20994	131	9	ma	ma	PROPN
esrj-20994	131	10	method	method	NOUN
esrj-20994	131	11	depicted	depict	VERB
esrj-20994	131	12	higher	high	ADJ
esrj-20994	131	13	contrast	contrast	NOUN
esrj-20994	131	14	than	than	ADP
esrj-20994	131	15	those	those	PRON
esrj-20994	131	16	provided	provide	VERB
esrj-20994	131	17	by	by	ADP
esrj-20994	131	18	the	the	DET
esrj-20994	131	19	sa	sa	PROPN
esrj-20994	131	20	,	,	PUNCT
esrj-20994	131	21	indicating	indicate	VERB
esrj-20994	131	22	a	a	DET
esrj-20994	131	23	higher	high	ADJ
esrj-20994	131	24	content	content	NOUN
esrj-20994	131	25	of	of	ADP
esrj-20994	131	26	information	information	NOUN
esrj-20994	131	27	.	.	PUNCT
esrj-20994	132	1	the	the	DET
esrj-20994	132	2	equations	equation	NOUN
esrj-20994	132	3	relating	relate	VERB
esrj-20994	132	4	the	the	DET
esrj-20994	132	5	attributes	attribute	NOUN
esrj-20994	132	6	depends	depend	VERB
esrj-20994	132	7	on	on	ADP
esrj-20994	132	8	data	datum	NOUN
esrj-20994	132	9	and	and	CCONJ
esrj-20994	132	10	geological	geological	ADJ
esrj-20994	132	11	characteristic	characteristic	NOUN
esrj-20994	132	12	,	,	PUNCT
esrj-20994	132	13	so	so	SCONJ
esrj-20994	132	14	in	in	ADP
esrj-20994	132	15	areas	area	NOUN
esrj-20994	132	16	with	with	ADP
esrj-20994	132	17	different	different	ADJ
esrj-20994	132	18	facies	facie	NOUN
esrj-20994	132	19	the	the	DET
esrj-20994	132	20	deduced	deduce	VERB
esrj-20994	132	21	equation	equation	NOUN
esrj-20994	132	22	certainly	certainly	ADV
esrj-20994	132	23	are	be	AUX
esrj-20994	132	24	not	not	PART
esrj-20994	132	25	applicable	applicable	ADJ
esrj-20994	132	26	,	,	PUNCT
esrj-20994	132	27	being	be	AUX
esrj-20994	132	28	necessary	necessary	ADJ
esrj-20994	132	29	to	to	PART
esrj-20994	132	30	establish	establish	VERB
esrj-20994	132	31	a	a	DET
esrj-20994	132	32	new	new	ADJ
esrj-20994	132	33	polynomial	polynomial	NOUN
esrj-20994	132	34	,	,	PUNCT
esrj-20994	132	35	besides	besides	SCONJ
esrj-20994	132	36	that	that	PRON
esrj-20994	132	37	the	the	DET
esrj-20994	132	38	success	success	NOUN
esrj-20994	132	39	of	of	ADP
esrj-20994	132	40	the	the	DET
esrj-20994	132	41	anterior	anterior	ADJ
esrj-20994	132	42	approach	approach	NOUN
esrj-20994	132	43	depends	depend	VERB
esrj-20994	132	44	on	on	ADP
esrj-20994	132	45	quality	quality	NOUN
esrj-20994	132	46	of	of	ADP
esrj-20994	132	47	data	datum	NOUN
esrj-20994	132	48	and	and	CCONJ
esrj-20994	132	49	appropriate	appropriate	ADJ
esrj-20994	132	50	attribute	attribute	NOUN
esrj-20994	132	51	selection	selection	NOUN
esrj-20994	132	52	.	.	PUNCT
esrj-20994	133	1	the	the	DET
esrj-20994	133	2	porosity	porosity	NOUN
esrj-20994	133	3	and	and	CCONJ
esrj-20994	133	4	acoustic	acoustic	ADJ
esrj-20994	133	5	impedance	impedance	NOUN
esrj-20994	133	6	maps	map	NOUN
esrj-20994	133	7	permitted	permit	VERB
esrj-20994	133	8	to	to	PART
esrj-20994	133	9	create	create	VERB
esrj-20994	133	10	an	an	DET
esrj-20994	133	11	interpretation	interpretation	NOUN
esrj-20994	133	12	map	map	NOUN
esrj-20994	133	13	,	,	PUNCT
esrj-20994	133	14	identifying	identify	VERB
esrj-20994	133	15	in	in	ADP
esrj-20994	133	16	the	the	DET
esrj-20994	133	17	caballos	caballos	ADJ
esrj-20994	133	18	formation	formation	NOUN
esrj-20994	133	19	,	,	PUNCT
esrj-20994	133	20	fluvial	fluvial	ADJ
esrj-20994	133	21	channels	channel	NOUN
esrj-20994	133	22	in	in	ADP
esrj-20994	133	23	the	the	DET
esrj-20994	133	24	lower	low	ADJ
esrj-20994	133	25	part	part	NOUN
esrj-20994	133	26	of	of	ADP
esrj-20994	133	27	the	the	DET
esrj-20994	133	28	formation	formation	NOUN
esrj-20994	133	29	(	(	PUNCT
esrj-20994	133	30	unit	unit	NOUN
esrj-20994	133	31	u1	u1	PROPN
esrj-20994	133	32	)	)	PUNCT
esrj-20994	133	33	,	,	PUNCT
esrj-20994	133	34	tidal	tidal	ADJ
esrj-20994	133	35	channels	channel	NOUN
esrj-20994	133	36	in	in	ADP
esrj-20994	133	37	the	the	DET
esrj-20994	133	38	intermediate	intermediate	ADJ
esrj-20994	133	39	units	unit	NOUN
esrj-20994	133	40	(	(	PUNCT
esrj-20994	133	41	u2	u2	NOUN
esrj-20994	133	42	and	and	CCONJ
esrj-20994	133	43	u3	u3	NOUN
esrj-20994	133	44	)	)	PUNCT
esrj-20994	133	45	,	,	PUNCT
esrj-20994	133	46	tidal	tidal	ADJ
esrj-20994	133	47	flat	flat	ADJ
esrj-20994	133	48	marsh	marsh	ADJ
esrj-20994	133	49	and	and	CCONJ
esrj-20994	133	50	crevasse	crevasse	NOUN
esrj-20994	133	51	splay	splay	NOUN
esrj-20994	133	52	with	with	ADP
esrj-20994	133	53	the	the	DET
esrj-20994	133	54	possible	possible	ADJ
esrj-20994	133	55	presence	presence	NOUN
esrj-20994	133	56	of	of	ADP
esrj-20994	133	57	channel	channel	NOUN
esrj-20994	133	58	bars	bar	NOUN
esrj-20994	133	59	.	.	PUNCT
esrj-20994	134	1	these	these	DET
esrj-20994	134	2	environments	environment	NOUN
esrj-20994	134	3	were	be	AUX
esrj-20994	134	4	previously	previously	ADV
esrj-20994	134	5	identified	identify	VERB
esrj-20994	134	6	in	in	ADP
esrj-20994	134	7	well	well	ADV
esrj-20994	134	8	logs	log	NOUN
esrj-20994	134	9	and	and	CCONJ
esrj-20994	134	10	available	available	ADJ
esrj-20994	134	11	cores	core	NOUN
esrj-20994	134	12	.	.	PUNCT
esrj-20994	135	1	reservoir	reservoir	NOUN
esrj-20994	135	2	characterization	characterization	NOUN
esrj-20994	135	3	by	by	ADP
esrj-20994	135	4	multiattribute	multiattribute	NOUN
esrj-20994	135	5	analysis	analysis	NOUN
esrj-20994	135	6	:	:	PUNCT
esrj-20994	135	7	the	the	DET
esrj-20994	135	8	orito	orito	ADJ
esrj-20994	135	9	field	field	NOUN
esrj-20994	135	10	case	case	NOUN
esrj-20994	135	11	179	179	NUM
esrj-20994	135	12	figure	figure	NOUN
esrj-20994	135	13	8	8	NUM
esrj-20994	135	14	.	.	PUNCT
esrj-20994	136	1	shale	shale	NOUN
esrj-20994	136	2	content	content	NOUN
esrj-20994	136	3	map	map	NOUN
esrj-20994	136	4	generated	generate	VERB
esrj-20994	136	5	by	by	ADP
esrj-20994	136	6	mutiattribute	mutiattribute	ADJ
esrj-20994	136	7	analysis	analysis	NOUN
esrj-20994	136	8	.	.	PUNCT
esrj-20994	137	1	figure	figure	NOUN
esrj-20994	137	2	9	9	NUM
esrj-20994	137	3	.the	.the	DET
esrj-20994	137	4	acoustic	acoustic	ADJ
esrj-20994	137	5	impedance	impedance	NOUN
esrj-20994	137	6	map	map	NOUN
esrj-20994	137	7	shows	show	VERB
esrj-20994	137	8	a	a	DET
esrj-20994	137	9	pattern	pattern	NOUN
esrj-20994	137	10	of	of	ADP
esrj-20994	137	11	contrasts	contrast	NOUN
esrj-20994	137	12	,	,	PUNCT
esrj-20994	137	13	better	well	ADJ
esrj-20994	137	14	than	than	ADP
esrj-20994	137	15	the	the	DET
esrj-20994	137	16	map	map	NOUN
esrj-20994	137	17	obtained	obtain	VERB
esrj-20994	137	18	by	by	ADP
esrj-20994	137	19	simple	simple	ADJ
esrj-20994	137	20	attribute	attribute	NOUN
esrj-20994	137	21	.	.	PUNCT
esrj-20994	138	1	finally	finally	ADV
esrj-20994	138	2	,	,	PUNCT
esrj-20994	138	3	plotting	plot	VERB
esrj-20994	138	4	production	production	NOUN
esrj-20994	138	5	wells	well	NOUN
esrj-20994	138	6	on	on	ADP
esrj-20994	138	7	the	the	DET
esrj-20994	138	8	interpretation	interpretation	NOUN
esrj-20994	138	9	map	map	NOUN
esrj-20994	138	10	enhanced	enhance	VERB
esrj-20994	138	11	the	the	DET
esrj-20994	138	12	fact	fact	NOUN
esrj-20994	138	13	that	that	SCONJ
esrj-20994	138	14	higher	high	ADJ
esrj-20994	138	15	production	production	NOUN
esrj-20994	138	16	are	be	AUX
esrj-20994	138	17	associated	associate	VERB
esrj-20994	138	18	to	to	ADP
esrj-20994	138	19	main	main	ADJ
esrj-20994	138	20	fluvial	fluvial	ADJ
esrj-20994	138	21	channel	channel	NOUN
esrj-20994	138	22	deposits	deposit	NOUN
esrj-20994	138	23	,	,	PUNCT
esrj-20994	138	24	medium	medium	ADJ
esrj-20994	138	25	production	production	NOUN
esrj-20994	138	26	wells	well	NOUN
esrj-20994	138	27	to	to	ADP
esrj-20994	138	28	tidal	tidal	ADJ
esrj-20994	138	29	channels	channel	NOUN
esrj-20994	138	30	whereas	whereas	SCONJ
esrj-20994	138	31	the	the	DET
esrj-20994	138	32	lowest	low	ADJ
esrj-20994	138	33	productions	production	NOUN
esrj-20994	138	34	wells	well	NOUN
esrj-20994	138	35	are	be	AUX
esrj-20994	138	36	in	in	ADP
esrj-20994	138	37	related	relate	VERB
esrj-20994	138	38	to	to	ADP
esrj-20994	138	39	tidal	tidal	ADJ
esrj-20994	138	40	flat	flat	ADJ
esrj-20994	138	41	marsh	marsh	NOUN
esrj-20994	138	42	.	.	PUNCT
esrj-20994	139	1	acknowledgments	acknowledgment	NOUN
esrj-20994	139	2	the	the	DET
esrj-20994	139	3	authors	author	NOUN
esrj-20994	139	4	would	would	AUX
esrj-20994	139	5	like	like	VERB
esrj-20994	139	6	to	to	PART
esrj-20994	139	7	thank	thank	VERB
esrj-20994	139	8	colombian	colombian	ADJ
esrj-20994	139	9	company	company	NOUN
esrj-20994	139	10	of	of	ADP
esrj-20994	139	11	petroleum	petroleum	NOUN
esrj-20994	139	12	ecopetrol	ecopetrol	NOUN
esrj-20994	139	13	,	,	PUNCT
esrj-20994	139	14	and	and	CCONJ
esrj-20994	139	15	also	also	ADV
esrj-20994	139	16	to	to	ADP
esrj-20994	139	17	the	the	DET
esrj-20994	139	18	national	national	PROPN
esrj-20994	139	19	university	university	PROPN
esrj-20994	139	20	of	of	ADP
esrj-20994	139	21	colombia	colombia	PROPN
esrj-20994	139	22	for	for	ADP
esrj-20994	139	23	the	the	DET
esrj-20994	139	24	support	support	NOUN
esrj-20994	139	25	provided	provide	VERB
esrj-20994	139	26	to	to	PART
esrj-20994	139	27	carry	carry	VERB
esrj-20994	139	28	out	out	ADP
esrj-20994	139	29	this	this	DET
esrj-20994	139	30	research	research	NOUN
esrj-20994	139	31	.	.	PUNCT
esrj-20994	140	1	references	reference	NOUN
esrj-20994	140	2	amaya	amaya	PROPN
esrj-20994	140	3	c.	c.	PROPN
esrj-20994	140	4	,	,	PUNCT
esrj-20994	140	5	1996	1996	NUM
esrj-20994	140	6	.	.	PUNCT
esrj-20994	141	1	archetecture	archetecture	NOUN
esrj-20994	141	2	of	of	ADP
esrj-20994	141	3	estuarine	estuarine	NOUN
esrj-20994	141	4	reservoir	reservoir	NOUN
esrj-20994	141	5	of	of	ADP
esrj-20994	141	6	cretaceous	cretaceous	ADJ
esrj-20994	141	7	caballos	caballos	ADJ
esrj-20994	141	8	formation	formation	NOUN
esrj-20994	141	9	,	,	PUNCT
esrj-20994	141	10	orito	orito	ADJ
esrj-20994	141	11	field	field	NOUN
esrj-20994	141	12	,	,	PUNCT
esrj-20994	141	13	putumayo	putumayo	NOUN
esrj-20994	141	14	basin	basin	PROPN
esrj-20994	141	15	,	,	PUNCT
esrj-20994	141	16	colombia	colombia	PROPN
esrj-20994	141	17	.	.	PUNCT
esrj-20994	142	1	thesis	thesis	NOUN
esrj-20994	142	2	master	master	PROPN
esrj-20994	142	3	of	of	ADP
esrj-20994	142	4	arts	art	NOUN
esrj-20994	142	5	.	.	PUNCT
esrj-20994	143	1	the	the	DET
esrj-20994	143	2	university	university	PROPN
esrj-20994	143	3	of	of	ADP
esrj-20994	143	4	texas	texas	PROPN
esrj-20994	143	5	-	-	PUNCT
esrj-20994	143	6	austin	austin	PROPN
esrj-20994	143	7	.	.	PUNCT
esrj-20994	143	8	taner	taner	PROPN
esrj-20994	143	9	,	,	PUNCT
esrj-20994	143	10	m.t	m.t	PROPN
esrj-20994	143	11	.	.	PROPN
esrj-20994	143	12	,	,	PUNCT
esrj-20994	143	13	koehler	koehler	PROPN
esrj-20994	143	14	f.	f.	PROPN
esrj-20994	143	15	and	and	CCONJ
esrj-20994	143	16	sheriff	sheriff	PROPN
esrj-20994	143	17	r.	r.	PROPN
esrj-20994	143	18	1979	1979	NUM
esrj-20994	143	19	.	.	PUNCT
esrj-20994	144	1	complex	complex	ADJ
esrj-20994	144	2	seismic	seismic	ADJ
esrj-20994	144	3	trace	trace	NOUN
esrj-20994	144	4	analysis	analysis	NOUN
esrj-20994	144	5	.	.	PUNCT
esrj-20994	145	1	geophysics	geophysic	NOUN
esrj-20994	145	2	:	:	PUNCT
esrj-20994	145	3	44	44	NUM
esrj-20994	145	4	,	,	PUNCT
esrj-20994	145	5	1041	1041	NUM
esrj-20994	145	6	-	-	SYM
esrj-20994	145	7	1063	1063	NUM
esrj-20994	145	8	.	.	PUNCT
esrj-20994	146	1	brown	brown	PROPN
esrj-20994	146	2	,	,	PUNCT
esrj-20994	146	3	a.r	a.r	PROPN
esrj-20994	146	4	.	.	PROPN
esrj-20994	146	5	1996	1996	NUM
esrj-20994	146	6	.	.	PUNCT
esrj-20994	147	1	seismic	seismic	ADJ
esrj-20994	147	2	attributes	attribute	NOUN
esrj-20994	147	3	and	and	CCONJ
esrj-20994	147	4	their	their	PRON
esrj-20994	147	5	classification	classification	NOUN
esrj-20994	147	6	.	.	PUNCT
esrj-20994	148	1	the	the	DET
esrj-20994	148	2	leading	lead	VERB
esrj-20994	148	3	edge	edge	NOUN
esrj-20994	148	4	:	:	PUNCT
esrj-20994	148	5	10	10	NUM
esrj-20994	148	6	,	,	PUNCT
esrj-20994	148	7	1090	1090	NUM
esrj-20994	148	8	.	.	PUNCT
esrj-20994	149	1	chen	chen	PROPN
esrj-20994	149	2	,	,	PUNCT
esrj-20994	149	3	q.	q.	PROPN
esrj-20994	149	4	and	and	CCONJ
esrj-20994	149	5	sydney	sydney	PROPN
esrj-20994	149	6	s.	s.	PROPN
esrj-20994	149	7	1997	1997	NUM
esrj-20994	149	8	.	.	PUNCT
esrj-20994	150	1	seismic	seismic	ADJ
esrj-20994	150	2	attributes	attribute	VERB
esrj-20994	150	3	technology	technology	NOUN
esrj-20994	150	4	for	for	ADP
esrj-20994	150	5	reservoir	reservoir	NOUN
esrj-20994	150	6	forecasting	forecasting	NOUN
esrj-20994	150	7	and	and	CCONJ
esrj-20994	150	8	monitoring	monitoring	NOUN
esrj-20994	150	9	.	.	PUNCT
esrj-20994	151	1	the	the	DET
esrj-20994	151	2	leading	lead	VERB
esrj-20994	151	3	edge	edge	NOUN
esrj-20994	151	4	:	:	PUNCT
esrj-20994	151	5	16	16	NUM
esrj-20994	151	6	,	,	PUNCT
esrj-20994	151	7	445	445	NUM
esrj-20994	151	8	-	-	SYM
esrj-20994	151	9	456	456	NUM
esrj-20994	151	10	.	.	PUNCT
esrj-20994	152	1	pal	pal	NOUN
esrj-20994	152	2	,	,	PUNCT
esrj-20994	152	3	2001	2001	NUM
esrj-20994	152	4	.	.	PUNCT
esrj-20994	153	1	poststack	poststack	PROPN
esrj-20994	153	2	family	family	NOUN
esrj-20994	153	3	reference	reference	NOUN
esrj-20994	153	4	manual	manual	NOUN
esrj-20994	153	5	,	,	PUNCT
esrj-20994	153	6	landmark	landmark	NOUN
esrj-20994	153	7	graphics	graphic	NOUN
esrj-20994	153	8	,	,	PUNCT
esrj-20994	153	9	september	september	PROPN
esrj-20994	153	10	,	,	PUNCT
esrj-20994	153	11	p.	p.	NOUN
esrj-20994	153	12	200	200	NUM
esrj-20994	153	13	–	–	PUNCT
esrj-20994	153	14	332	332	NUM
esrj-20994	153	15	russell	russell	PROPN
esrj-20994	153	16	b.	b.	PROPN
esrj-20994	153	17	,	,	PUNCT
esrj-20994	153	18	hampson	hampson	PROPN
esrj-20994	153	19	d.	d.	PROPN
esrj-20994	153	20	,	,	PUNCT
esrj-20994	153	21	schuelke	schuelke	PROPN
esrj-20994	153	22	j.	j.	PROPN
esrj-20994	153	23	and	and	CCONJ
esrj-20994	153	24	quirein	quirein	PROPN
esrj-20994	153	25	j.	j.	PROPN
esrj-20994	153	26	1997	1997	NUM
esrj-20994	153	27	.	.	PUNCT
esrj-20994	154	1	multiattribute	multiattribute	VERB
esrj-20994	154	2	seismic	seismic	ADJ
esrj-20994	154	3	analysis	analysis	NOUN
esrj-20994	154	4	.	.	PUNCT
esrj-20994	155	1	the	the	DET
esrj-20994	155	2	leading	lead	VERB
esrj-20994	155	3	edge	edge	NOUN
esrj-20994	155	4	:	:	PUNCT
esrj-20994	155	5	10	10	NUM
esrj-20994	155	6	,	,	PUNCT
esrj-20994	155	7	1439	1439	NUM
esrj-20994	155	8	-	-	SYM
esrj-20994	155	9	1443	1443	NUM
esrj-20994	155	10	.	.	PUNCT
esrj-20994	156	1	gomez	gomez	PROPN
esrj-20994	156	2	f.	f.	PROPN
esrj-20994	156	3	,	,	PUNCT
esrj-20994	156	4	castagna	castagna	PROPN
esrj-20994	156	5	j.	j.	PROPN
esrj-20994	156	6	2005	2005	NUM
esrj-20994	156	7	.	.	PUNCT
esrj-20994	157	1	lithology	lithology	NOUN
esrj-20994	157	2	and	and	CCONJ
esrj-20994	157	3	fluid	fluid	ADJ
esrj-20994	157	4	determination	determination	NOUN
esrj-20994	157	5	for	for	ADP
esrj-20994	157	6	acae	acae	NOUN
esrj-20994	157	7	area	area	NOUN
esrj-20994	157	8	,	,	PUNCT
esrj-20994	157	9	puerto	puerto	PROPN
esrj-20994	157	10	colom	colom	PROPN
esrj-20994	157	11	oil	oil	NOUN
esrj-20994	157	12	field	field	NOUN
esrj-20994	157	13	colombia	colombia	PROPN
esrj-20994	157	14	.	.	PUNCT
esrj-20994	158	1	ct&f	ct&f	PROPN
esrj-20994	158	2	.	.	PUNCT
esrj-20994	159	1	yilmaz	yilmaz	PROPN
esrj-20994	159	2	o.	o.	PROPN
esrj-20994	159	3	1992	1992	NUM
esrj-20994	159	4	.	.	PUNCT
esrj-20994	160	1	seismic	seismic	ADJ
esrj-20994	160	2	data	datum	NOUN
esrj-20994	160	3	processing	processing	NOUN
esrj-20994	160	4	,	,	PUNCT
esrj-20994	160	5	seg	seg	PROPN
esrj-20994	160	6	.	.	PROPN
esrj-20994	160	7	180	180	NUM
esrj-20994	160	8	jairo	jairo	PROPN
esrj-20994	160	9	g.	g.	PROPN
esrj-20994	160	10	guerrero	guerrero	PROPN
esrj-20994	160	11	,	,	PUNCT
esrj-20994	160	12	carlos	carlos	PROPN
esrj-20994	160	13	a.	a.	PROPN
esrj-20994	160	14	vargas	vargas	PROPN
esrj-20994	160	15	and	and	CCONJ
esrj-20994	160	16	luis	luis	PROPN
esrj-20994	160	17	a.	a.	PROPN
esrj-20994	160	18	montes	montes	PROPN
esrj-20994	160	19	figure	figure	NOUN
esrj-20994	160	20	10	10	NUM
esrj-20994	160	21	.	.	PUNCT
esrj-20994	161	1	facies	facie	NOUN
esrj-20994	161	2	’s	’s	PART
esrj-20994	161	3	distribution	distribution	NOUN
esrj-20994	161	4	interpreted	interpret	VERB
esrj-20994	161	5	from	from	ADP
esrj-20994	161	6	the	the	DET
esrj-20994	161	7	ma	ma	PROPN
esrj-20994	161	8	’s	’s	PART
esrj-20994	161	9	map	map	NOUN
esrj-20994	161	10	(	(	PUNCT
esrj-20994	161	11	on	on	ADP
esrj-20994	161	12	the	the	DET
esrj-20994	161	13	left	left	ADJ
esrj-20994	161	14	author	author	NOUN
esrj-20994	161	15	,	,	PUNCT
esrj-20994	161	16	2004	2004	NUM
esrj-20994	161	17	)	)	PUNCT
esrj-20994	161	18	and	and	CCONJ
esrj-20994	161	19	its	its	PRON
esrj-20994	161	20	comparison	comparison	NOUN
esrj-20994	161	21	with	with	ADP
esrj-20994	161	22	the	the	DET
esrj-20994	161	23	facies	facie	NOUN
esrj-20994	161	24	’s	’s	PART
esrj-20994	161	25	distribution	distribution	NOUN
esrj-20994	161	26	generated	generate	VERB
esrj-20994	161	27	from	from	ADP
esrj-20994	161	28	wells	wells	PROPN
esrj-20994	161	29	information	information	NOUN
esrj-20994	161	30	(	(	PUNCT
esrj-20994	161	31	on	on	ADP
esrj-20994	161	32	the	the	DET
esrj-20994	161	33	right	right	NOUN
esrj-20994	161	34	,	,	PUNCT
esrj-20994	161	35	modified	modify	VERB
esrj-20994	161	36	from	from	ADP
esrj-20994	161	37	amaya	amaya	PROPN
esrj-20994	161	38	,	,	PUNCT
esrj-20994	161	39	1997	1997	NUM
esrj-20994	161	40	)	)	PUNCT
esrj-20994	161	41	.	.	PUNCT
esrj-20994	162	1	figure	figure	VERB
esrj-20994	162	2	11	11	NUM
esrj-20994	162	3	.	.	PUNCT
esrj-20994	163	1	the	the	DET
esrj-20994	163	2	higher	high	ADJ
esrj-20994	163	3	production	production	NOUN
esrj-20994	163	4	is	be	AUX
esrj-20994	163	5	associated	associate	VERB
esrj-20994	163	6	to	to	ADP
esrj-20994	163	7	main	main	ADJ
esrj-20994	163	8	fluvial	fluvial	ADJ
esrj-20994	163	9	channel	channel	NOUN
esrj-20994	163	10	,	,	PUNCT
esrj-20994	163	11	medium	medium	NOUN
esrj-20994	163	12	to	to	ADP
esrj-20994	163	13	tidal	tidal	ADJ
esrj-20994	163	14	channels	channel	NOUN
esrj-20994	163	15	and	and	CCONJ
esrj-20994	163	16	lowest	low	ADJ
esrj-20994	163	17	to	to	ADP
esrj-20994	163	18	tidal	tidal	ADJ
esrj-20994	163	19	flat	flat	ADJ
esrj-20994	163	20	marsh	marsh	NOUN
esrj-20994	163	21	.	.	PUNCT