id	sid	tid	token	lemma	pos
esrj-68320	1	1	in	in	ADP
esrj-68320	1	2	this	this	DET
esrj-68320	1	3	research	research	NOUN
esrj-68320	1	4	two	two	NUM
esrj-68320	1	5	support	support	NOUN
esrj-68320	1	6	vector	vector	NOUN
esrj-68320	1	7	machines	machine	NOUN
esrj-68320	1	8	(	(	PUNCT
esrj-68320	1	9	svms	svms	NOUN
esrj-68320	1	10	)	)	PUNCT
esrj-68320	1	11	and	and	CCONJ
esrj-68320	1	12	a	a	DET
esrj-68320	1	13	logic	logic	NOUN
esrj-68320	1	14	function	function	NOUN
esrj-68320	1	15	were	be	AUX
esrj-68320	1	16	applied	apply	VERB
esrj-68320	1	17	to	to	PART
esrj-68320	1	18	identify	identify	VERB
esrj-68320	1	19	calcareous	calcareous	ADJ
esrj-68320	1	20	sections	section	NOUN
esrj-68320	1	21	automatically	automatically	ADV
esrj-68320	1	22	in	in	ADP
esrj-68320	1	23	wells	well	NOUN
esrj-68320	1	24	located	locate	VERB
esrj-68320	1	25	in	in	ADP
esrj-68320	1	26	the	the	DET
esrj-68320	1	27	former	former	ADJ
esrj-68320	1	28	barco	barco	PROPN
esrj-68320	1	29	concession	concession	NOUN
esrj-68320	1	30	,	,	PUNCT
esrj-68320	1	31	catatumbo	catatumbo	PROPN
esrj-68320	1	32	basin	basin	PROPN
esrj-68320	1	33	colombia	colombia	PROPN
esrj-68320	1	34	.	.	PUNCT
esrj-68320	2	1	during	during	ADP
esrj-68320	2	2	training	training	NOUN
esrj-68320	2	3	stages	stage	NOUN
esrj-68320	2	4	the	the	DET
esrj-68320	2	5	svms	svms	NOUN
esrj-68320	2	6	used	use	VERB
esrj-68320	2	7	nuclear	nuclear	ADJ
esrj-68320	2	8	logs	log	NOUN
esrj-68320	2	9	,	,	PUNCT
esrj-68320	2	10	such	such	ADJ
esrj-68320	2	11	as	as	ADP
esrj-68320	2	12	neutron	neutron	NOUN
esrj-68320	2	13	,	,	PUNCT
esrj-68320	2	14	photoelectric	photoelectric	ADJ
esrj-68320	2	15	factor	factor	NOUN
esrj-68320	2	16	and	and	CCONJ
esrj-68320	2	17	gamma	gamma	PROPN
esrj-68320	2	18	ray	ray	NOUN
esrj-68320	2	19	in	in	ADP
esrj-68320	2	20	order	order	NOUN
esrj-68320	2	21	to	to	PART
esrj-68320	2	22	differentiate	differentiate	VERB
esrj-68320	2	23	calcareous	calcareous	ADJ
esrj-68320	2	24	from	from	ADP
esrj-68320	2	25	clastic	clastic	ADJ
esrj-68320	2	26	sections	section	NOUN
esrj-68320	2	27	;	;	PUNCT
esrj-68320	2	28	additionally	additionally	ADV
esrj-68320	2	29	,	,	PUNCT
esrj-68320	2	30	in	in	ADP
esrj-68320	2	31	this	this	DET
esrj-68320	2	32	stage	stage	NOUN
esrj-68320	2	33	the	the	DET
esrj-68320	2	34	fractal	fractal	ADJ
esrj-68320	2	35	dimension	dimension	NOUN
esrj-68320	2	36	of	of	ADP
esrj-68320	2	37	resistive	resistive	ADJ
esrj-68320	2	38	images	image	NOUN
esrj-68320	2	39	along	along	ADP
esrj-68320	2	40	with	with	ADP
esrj-68320	2	41	mean	mean	NOUN
esrj-68320	2	42	and	and	CCONJ
esrj-68320	2	43	variance	variance	NOUN
esrj-68320	2	44	of	of	ADP
esrj-68320	2	45	resistivity	resistivity	NOUN
esrj-68320	2	46	acquired	acquire	VERB
esrj-68320	2	47	with	with	ADP
esrj-68320	2	48	imaging	imaging	NOUN
esrj-68320	2	49	tool	tool	NOUN
esrj-68320	2	50	(	(	PUNCT
esrj-68320	2	51	of	of	ADP
esrj-68320	2	52	high	high	ADJ
esrj-68320	2	53	resolution	resolution	NOUN
esrj-68320	2	54	)	)	PUNCT
esrj-68320	2	55	are	be	AUX
esrj-68320	2	56	employed	employ	VERB
esrj-68320	2	57	to	to	PART
esrj-68320	2	58	identify	identify	VERB
esrj-68320	2	59	textural	textural	ADJ
esrj-68320	2	60	features	feature	NOUN
esrj-68320	2	61	of	of	ADP
esrj-68320	2	62	the	the	DET
esrj-68320	2	63	rocks	rock	NOUN
esrj-68320	2	64	.	.	PUNCT
esrj-68320	3	1	the	the	DET
esrj-68320	3	2	first	first	ADJ
esrj-68320	3	3	svm	svm	NOUN
esrj-68320	3	4	also	also	ADV
esrj-68320	3	5	employed	employ	VERB
esrj-68320	3	6	in	in	ADP
esrj-68320	3	7	the	the	DET
esrj-68320	3	8	training	training	NOUN
esrj-68320	3	9	stage	stage	NOUN
esrj-68320	3	10	intervals	interval	NOUN
esrj-68320	3	11	manually	manually	ADV
esrj-68320	3	12	interpreted	interpret	VERB
esrj-68320	3	13	of	of	ADP
esrj-68320	3	14	fossiliferous	fossiliferous	ADJ
esrj-68320	3	15	limestone	limestone	NOUN
esrj-68320	3	16	,	,	PUNCT
esrj-68320	3	17	performed	perform	VERB
esrj-68320	3	18	by	by	ADP
esrj-68320	3	19	a	a	DET
esrj-68320	3	20	specialized	specialized	ADJ
esrj-68320	3	21	geologist	geologist	NOUN
esrj-68320	3	22	integrating	integrate	VERB
esrj-68320	3	23	core	core	NOUN
esrj-68320	3	24	and	and	CCONJ
esrj-68320	3	25	logs	log	VERB
esrj-68320	3	26	information	information	NOUN
esrj-68320	3	27	of	of	ADP
esrj-68320	3	28	a	a	DET
esrj-68320	3	29	pilot	pilot	NOUN
esrj-68320	3	30	well	well	ADV
esrj-68320	3	31	;	;	PUNCT
esrj-68320	3	32	during	during	ADP
esrj-68320	3	33	classification	classification	NOUN
esrj-68320	3	34	stage	stage	NOUN
esrj-68320	3	35	,	,	PUNCT
esrj-68320	3	36	this	this	DET
esrj-68320	3	37	svm	svm	NOUN
esrj-68320	3	38	automatically	automatically	ADV
esrj-68320	3	39	recognized	recognize	VERB
esrj-68320	3	40	intervals	interval	NOUN
esrj-68320	3	41	with	with	ADP
esrj-68320	3	42	fossiliferous	fossiliferous	ADJ
esrj-68320	3	43	limestone	limestone	NOUN
esrj-68320	3	44	by	by	ADP
esrj-68320	3	45	using	use	VERB
esrj-68320	3	46	only	only	ADV
esrj-68320	3	47	logs	log	NOUN
esrj-68320	3	48	data	datum	NOUN
esrj-68320	3	49	of	of	ADP
esrj-68320	3	50	any	any	DET
esrj-68320	3	51	well	well	NOUN
esrj-68320	3	52	of	of	ADP
esrj-68320	3	53	the	the	DET
esrj-68320	3	54	field	field	NOUN
esrj-68320	3	55	.	.	PUNCT
esrj-68320	4	1	the	the	DET
esrj-68320	4	2	second	second	ADJ
esrj-68320	4	3	svm	svm	NOUN
esrj-68320	4	4	was	be	AUX
esrj-68320	4	5	also	also	ADV
esrj-68320	4	6	trained	train	VERB
esrj-68320	4	7	with	with	ADP
esrj-68320	4	8	nuclear	nuclear	ADJ
esrj-68320	4	9	logs	log	NOUN
esrj-68320	4	10	,	,	PUNCT
esrj-68320	4	11	resistivity	resistivity	NOUN
esrj-68320	4	12	and	and	CCONJ
esrj-68320	4	13	fractal	fractal	ADJ
esrj-68320	4	14	dimension	dimension	NOUN
esrj-68320	4	15	,	,	PUNCT
esrj-68320	4	16	but	but	CCONJ
esrj-68320	4	17	in	in	ADP
esrj-68320	4	18	this	this	DET
esrj-68320	4	19	case	case	NOUN
esrj-68320	4	20	,	,	PUNCT
esrj-68320	4	21	with	with	ADP
esrj-68320	4	22	information	information	NOUN
esrj-68320	4	23	of	of	ADP
esrj-68320	4	24	intervals	interval	NOUN
esrj-68320	4	25	composed	compose	VERB
esrj-68320	4	26	of	of	ADP
esrj-68320	4	27	calcareous	calcareous	ADJ
esrj-68320	4	28	shales	shale	NOUN
esrj-68320	4	29	interbedded	interbedde	VERB
esrj-68320	4	30	with	with	ADP
esrj-68320	4	31	limestone	limestone	NOUN
esrj-68320	4	32	,	,	PUNCT
esrj-68320	4	33	recognizing	recognize	VERB
esrj-68320	4	34	automatically	automatically	ADV
esrj-68320	4	35	these	these	DET
esrj-68320	4	36	rock	rock	NOUN
esrj-68320	4	37	associations	association	NOUN
esrj-68320	4	38	during	during	ADP
esrj-68320	4	39	classification	classification	NOUN
esrj-68320	4	40	stage	stage	NOUN
esrj-68320	4	41	without	without	ADP
esrj-68320	4	42	interpretation	interpretation	NOUN
esrj-68320	4	43	of	of	ADP
esrj-68320	4	44	a	a	DET
esrj-68320	4	45	geologist	geologist	NOUN
esrj-68320	4	46	as	as	ADP
esrj-68320	4	47	input	input	NOUN
esrj-68320	4	48	data	datum	NOUN
esrj-68320	4	49	.	.	PUNCT
esrj-68320	5	1	finally	finally	ADV
esrj-68320	5	2	,	,	PUNCT
esrj-68320	5	3	a	a	DET
esrj-68320	5	4	logic	logic	NOUN
esrj-68320	5	5	function	function	NOUN
esrj-68320	5	6	was	be	AUX
esrj-68320	5	7	applied	apply	VERB
esrj-68320	5	8	to	to	ADP
esrj-68320	5	9	intervals	interval	NOUN
esrj-68320	5	10	with	with	ADP
esrj-68320	5	11	photoelectric	photoelectric	ADJ
esrj-68320	5	12	factor	factor	NOUN
esrj-68320	5	13	≥	≥	NOUN
esrj-68320	5	14	4	4	NUM
esrj-68320	5	15	and	and	CCONJ
esrj-68320	5	16	all	all	DET
esrj-68320	5	17	sections	section	NOUN
esrj-68320	5	18	not	not	PART
esrj-68320	5	19	classified	classify	VERB
esrj-68320	5	20	by	by	ADP
esrj-68320	5	21	the	the	DET
esrj-68320	5	22	svms	svms	NOUN
esrj-68320	5	23	were	be	AUX
esrj-68320	5	24	grouped	group	VERB
esrj-68320	5	25	as	as	ADP
esrj-68320	5	26	laminated	laminate	VERB
esrj-68320	5	27	calcareous	calcareous	ADJ
esrj-68320	5	28	rocks	rock	NOUN
esrj-68320	5	29	.	.	PUNCT
esrj-68320	6	1	the	the	DET
esrj-68320	6	2	svms	svms	NOUN
esrj-68320	6	3	and	and	CCONJ
esrj-68320	6	4	logic	logic	NOUN
esrj-68320	6	5	function	function	NOUN
esrj-68320	6	6	show	show	NOUN
esrj-68320	6	7	accuracy	accuracy	NOUN
esrj-68320	6	8	of	of	ADP
esrj-68320	6	9	98.76	98.76	NUM
esrj-68320	6	10	%	%	NOUN
esrj-68320	6	11	,	,	PUNCT
esrj-68320	6	12	94.02	94.02	NUM
esrj-68320	6	13	%	%	NOUN
esrj-68320	6	14	and	and	CCONJ
esrj-68320	6	15	94.60	94.60	NUM
esrj-68320	6	16	%	%	NOUN
esrj-68320	6	17	respectively	respectively	ADV
esrj-68320	6	18	in	in	ADP
esrj-68320	6	19	five	five	NUM
esrj-68320	6	20	evaluated	evaluated	ADJ
esrj-68320	6	21	wells	well	NOUN
esrj-68320	6	22	and	and	CCONJ
esrj-68320	6	23	can	can	AUX
esrj-68320	6	24	be	be	AUX
esrj-68320	6	25	applied	apply	VERB
esrj-68320	6	26	to	to	ADP
esrj-68320	6	27	other	other	ADJ
esrj-68320	6	28	wells	well	NOUN
esrj-68320	6	29	in	in	ADP
esrj-68320	6	30	the	the	DET
esrj-68320	6	31	field	field	NOUN
esrj-68320	6	32	that	that	PRON
esrj-68320	6	33	have	have	VERB
esrj-68320	6	34	the	the	DET
esrj-68320	6	35	same	same	ADJ
esrj-68320	6	36	dataset	dataset	NOUN
esrj-68320	6	37	conditions	condition	NOUN
esrj-68320	6	38	.	.	PUNCT
esrj-68320	7	1	this	this	DET
esrj-68320	7	2	methodology	methodology	NOUN
esrj-68320	7	3	is	be	AUX
esrj-68320	7	4	dependent	dependent	ADJ
esrj-68320	7	5	of	of	ADP
esrj-68320	7	6	the	the	DET
esrj-68320	7	7	data	datum	NOUN
esrj-68320	7	8	quality	quality	NOUN
esrj-68320	7	9	and	and	CCONJ
esrj-68320	7	10	all	all	DET
esrj-68320	7	11	intervals	interval	NOUN
esrj-68320	7	12	affected	affect	VERB
esrj-68320	7	13	by	by	ADP
esrj-68320	7	14	poor	poor	ADJ
esrj-68320	7	15	borehole	borehole	NOUN
esrj-68320	7	16	conditions	condition	NOUN
esrj-68320	7	17	should	should	AUX
esrj-68320	7	18	be	be	AUX
esrj-68320	7	19	removed	remove	VERB
esrj-68320	7	20	in	in	ADP
esrj-68320	7	21	order	order	NOUN
esrj-68320	7	22	to	to	PART
esrj-68320	7	23	avoid	avoid	VERB
esrj-68320	7	24	erratic	erratic	ADJ
esrj-68320	7	25	interpretations	interpretation	NOUN
esrj-68320	7	26	.	.	PUNCT
esrj-68320	8	1	this	this	DET
esrj-68320	8	2	model	model	NOUN
esrj-68320	8	3	must	must	AUX
esrj-68320	8	4	to	to	PART
esrj-68320	8	5	be	be	AUX
esrj-68320	8	6	recalibrated	recalibrate	VERB
esrj-68320	8	7	in	in	ADP
esrj-68320	8	8	case	case	NOUN
esrj-68320	8	9	to	to	PART
esrj-68320	8	10	be	be	AUX
esrj-68320	8	11	applied	apply	VERB
esrj-68320	8	12	in	in	ADP
esrj-68320	8	13	other	other	ADJ
esrj-68320	8	14	fields	field	NOUN
esrj-68320	8	15	of	of	ADP
esrj-68320	8	16	the	the	DET
esrj-68320	8	17	basin	basin	NOUN
esrj-68320	8	18	.	.	PUNCT
esrj-68320	9	1	abstract	abstract	ADJ
esrj-68320	9	2	keywords	keyword	NOUN
esrj-68320	9	3	:	:	PUNCT
esrj-68320	9	4	machine	machine	NOUN
esrj-68320	9	5	learning	learning	NOUN
esrj-68320	9	6	;	;	PUNCT
esrj-68320	9	7	support	support	NOUN
esrj-68320	9	8	vector	vector	NOUN
esrj-68320	9	9	machines	machine	NOUN
esrj-68320	9	10	;	;	PUNCT
esrj-68320	9	11	borehole	borehole	NOUN
esrj-68320	9	12	logs	log	NOUN
esrj-68320	9	13	,	,	PUNCT
esrj-68320	9	14	image	image	NOUN
esrj-68320	9	15	logs	log	NOUN
esrj-68320	9	16	;	;	PUNCT
esrj-68320	9	17	fractal	fractal	ADJ
esrj-68320	9	18	dimension	dimension	NOUN
esrj-68320	9	19	;	;	PUNCT
esrj-68320	9	20	calcareous	calcareous	ADJ
esrj-68320	9	21	lithologies	lithology	NOUN
esrj-68320	9	22	;	;	PUNCT
esrj-68320	9	23	catatumbo	catatumbo	NOUN
esrj-68320	9	24	basin	basin	NOUN
esrj-68320	9	25	.	.	PUNCT
esrj-68320	10	1	automatic	automatic	ADJ
esrj-68320	10	2	identification	identification	NOUN
esrj-68320	10	3	of	of	ADP
esrj-68320	10	4	calcareous	calcareous	ADJ
esrj-68320	10	5	lithologies	lithology	NOUN
esrj-68320	10	6	using	use	VERB
esrj-68320	10	7	support	support	NOUN
esrj-68320	10	8	vector	vector	NOUN
esrj-68320	10	9	machines	machine	NOUN
esrj-68320	10	10	,	,	PUNCT
esrj-68320	10	11	borehole	borehole	NOUN
esrj-68320	10	12	logs	log	NOUN
esrj-68320	10	13	and	and	CCONJ
esrj-68320	10	14	fractal	fractal	ADJ
esrj-68320	10	15	dimension	dimension	NOUN
esrj-68320	10	16	of	of	ADP
esrj-68320	10	17	borehole	borehole	NOUN
esrj-68320	10	18	electrical	electrical	ADJ
esrj-68320	10	19	imaging	imaging	PROPN
esrj-68320	10	20	identificación	identificación	PROPN
esrj-68320	10	21	automática	automática	PROPN
esrj-68320	10	22	de	de	PROPN
esrj-68320	10	23	litologías	litologías	PROPN
esrj-68320	10	24	calcáreas	calcáreas	PROPN
esrj-68320	10	25	utilizando	utilizando	PROPN
esrj-68320	10	26	máquinas	máquinas	PROPN
esrj-68320	10	27	de	de	PROPN
esrj-68320	10	28	vector	vector	PROPN
esrj-68320	10	29	de	de	X
esrj-68320	10	30	soporte	soporte	NOUN
esrj-68320	10	31	,	,	PUNCT
esrj-68320	10	32	registros	registros	PROPN
esrj-68320	10	33	de	de	PROPN
esrj-68320	10	34	pozo	pozo	PROPN
esrj-68320	10	35	y	y	PROPN
esrj-68320	10	36	dimensión	dimensión	PROPN
esrj-68320	10	37	fractal	fractal	PROPN
esrj-68320	10	38	de	de	X
esrj-68320	10	39	imágenes	imágenes	X
esrj-68320	10	40	eléctricas	eléctricas	PROPN
esrj-68320	10	41	de	de	PROPN
esrj-68320	10	42	pozo	pozo	PROPN
esrj-68320	10	43	issn	issn	PROPN
esrj-68320	10	44	1794	1794	NUM
esrj-68320	10	45	-	-	SYM
esrj-68320	10	46	6190	6190	NUM
esrj-68320	10	47	e	e	NOUN
esrj-68320	10	48	-	-	NOUN
esrj-68320	10	49	issn	issn	PROPN
esrj-68320	10	50	2339	2339	NUM
esrj-68320	10	51	-	-	SYM
esrj-68320	10	52	3459	3459	NUM
esrj-68320	10	53	http://dx.doi.org/10.15446/esrj.v22n2.68320	http://dx.doi.org/10.15446/esrj.v22n2.68320	NOUN
esrj-68320	10	54	en	en	ADP
esrj-68320	10	55	esta	esta	PROPN
esrj-68320	10	56	investigación	investigación	PROPN
esrj-68320	10	57	dos	do	VERB
esrj-68320	10	58	máquinas	máquinas	PROPN
esrj-68320	10	59	de	de	PROPN
esrj-68320	10	60	vector	vector	PROPN
esrj-68320	10	61	de	de	X
esrj-68320	10	62	soporte	soporte	NOUN
esrj-68320	10	63	(	(	PUNCT
esrj-68320	10	64	mvs	mvs	PROPN
esrj-68320	10	65	)	)	PUNCT
esrj-68320	10	66	y	y	PROPN
esrj-68320	10	67	una	una	PROPN
esrj-68320	10	68	función	función	PROPN
esrj-68320	10	69	lógica	lógica	PROPN
esrj-68320	10	70	fueron	fueron	PROPN
esrj-68320	10	71	aplicadas	aplicadas	PROPN
esrj-68320	10	72	para	para	PROPN
esrj-68320	10	73	identificar	identificar	PROPN
esrj-68320	10	74	automáticamente	automáticamente	PROPN
esrj-68320	10	75	secciones	secciones	PROPN
esrj-68320	10	76	calcáreas	calcáreas	PROPN
esrj-68320	10	77	en	en	PROPN
esrj-68320	10	78	pozos	pozos	PROPN
esrj-68320	10	79	ubicados	ubicado	NOUN
esrj-68320	10	80	en	en	X
esrj-68320	10	81	la	la	PROPN
esrj-68320	10	82	antigua	antigua	PROPN
esrj-68320	10	83	concesión	concesión	PROPN
esrj-68320	10	84	barco	barco	PROPN
esrj-68320	10	85	,	,	PUNCT
esrj-68320	10	86	cuenca	cuenca	PROPN
esrj-68320	10	87	de	de	PROPN
esrj-68320	10	88	catatumbo	catatumbo	PROPN
esrj-68320	10	89	colombia	colombia	PROPN
esrj-68320	10	90	.	.	PUNCT
esrj-68320	11	1	durante	durante	PROPN
esrj-68320	11	2	etapas	etapas	PROPN
esrj-68320	11	3	de	de	PROPN
esrj-68320	11	4	entrenamiento	entrenamiento	PROPN
esrj-68320	11	5	las	las	PROPN
esrj-68320	11	6	mvs	mvs	PROPN
esrj-68320	11	7	utilizaron	utilizaron	PROPN
esrj-68320	11	8	registros	registros	PROPN
esrj-68320	11	9	nucleares	nucleare	NOUN
esrj-68320	11	10	,	,	PUNCT
esrj-68320	11	11	tales	tales	PROPN
esrj-68320	11	12	como	como	PROPN
esrj-68320	11	13	neutrón	neutrón	PROPN
esrj-68320	11	14	,	,	PUNCT
esrj-68320	11	15	factor	factor	NOUN
esrj-68320	11	16	fotoeléctrico	fotoeléctrico	PROPN
esrj-68320	11	17	y	y	PROPN
esrj-68320	11	18	rayos	rayos	PROPN
esrj-68320	11	19	gamma	gamma	PROPN
esrj-68320	11	20	para	para	PROPN
esrj-68320	11	21	diferenciar	diferenciar	PROPN
esrj-68320	11	22	secciones	secciones	PROPN
esrj-68320	11	23	calcáreas	calcáreas	PROPN
esrj-68320	11	24	de	de	X
esrj-68320	11	25	clásticas	clástica	NOUN
esrj-68320	11	26	;	;	PUNCT
esrj-68320	11	27	adicionalmente	adicionalmente	NOUN
esrj-68320	11	28	,	,	PUNCT
esrj-68320	11	29	en	en	X
esrj-68320	11	30	esta	esta	PROPN
esrj-68320	11	31	etapa	etapa	PROPN
esrj-68320	11	32	la	la	PROPN
esrj-68320	11	33	dimensión	dimensión	PROPN
esrj-68320	11	34	fractal	fractal	PROPN
esrj-68320	11	35	de	de	PROPN
esrj-68320	11	36	las	las	PROPN
esrj-68320	11	37	imágenes	imágenes	PROPN
esrj-68320	11	38	resistivas	resistivas	PROPN
esrj-68320	11	39	junto	junto	PROPN
esrj-68320	11	40	con	con	PROPN
esrj-68320	11	41	la	la	PROPN
esrj-68320	11	42	media	media	PROPN
esrj-68320	11	43	y	y	PROPN
esrj-68320	11	44	varianza	varianza	PROPN
esrj-68320	11	45	de	de	PROPN
esrj-68320	11	46	la	la	PROPN
esrj-68320	11	47	resistividad	resistividad	PROPN
esrj-68320	11	48	adquirida	adquirida	PROPN
esrj-68320	11	49	con	con	PROPN
esrj-68320	11	50	la	la	PROPN
esrj-68320	11	51	herramienta	herramienta	PROPN
esrj-68320	11	52	de	de	PROPN
esrj-68320	11	53	imágenes	imágenes	X
esrj-68320	11	54	(	(	PUNCT
esrj-68320	11	55	de	de	X
esrj-68320	11	56	alta	alta	PROPN
esrj-68320	11	57	resolución	resolución	PROPN
esrj-68320	11	58	)	)	PUNCT
esrj-68320	11	59	,	,	PUNCT
esrj-68320	11	60	son	son	NOUN
esrj-68320	11	61	empleadas	empleadas	PROPN
esrj-68320	11	62	para	para	PROPN
esrj-68320	11	63	identificar	identificar	PROPN
esrj-68320	11	64	rasgos	rasgos	PROPN
esrj-68320	11	65	texturales	texturales	PROPN
esrj-68320	11	66	de	de	PROPN
esrj-68320	11	67	las	las	PROPN
esrj-68320	11	68	rocas	rocas	NOUN
esrj-68320	11	69	.	.	PUNCT
esrj-68320	12	1	la	la	PROPN
esrj-68320	12	2	primera	primera	PROPN
esrj-68320	12	3	mvs	mvs	PROPN
esrj-68320	12	4	también	también	PROPN
esrj-68320	13	1	empleó	empleó	PROPN
esrj-68320	14	1	durante	durante	PROPN
esrj-68320	14	2	el	el	PROPN
esrj-68320	14	3	entrenamiento	entrenamiento	PROPN
esrj-68320	14	4	intervalos	intervalos	PROPN
esrj-68320	14	5	manualmente	manualmente	PROPN
esrj-68320	14	6	interpretados	interpretado	VERB
esrj-68320	14	7	de	de	PROPN
esrj-68320	14	8	calizas	calizas	PROPN
esrj-68320	14	9	fosilíferas	fosilífera	NOUN
esrj-68320	14	10	,	,	PUNCT
esrj-68320	14	11	realizado	realizado	PROPN
esrj-68320	14	12	por	por	PROPN
esrj-68320	14	13	un	un	PROPN
esrj-68320	14	14	geólogo	geólogo	PROPN
esrj-68320	14	15	especialista	especialista	PROPN
esrj-68320	14	16	integrando	integrando	PROPN
esrj-68320	14	17	información	información	PROPN
esrj-68320	14	18	de	de	PROPN
esrj-68320	14	19	núcleo	núcleo	PROPN
esrj-68320	14	20	y	y	PROPN
esrj-68320	14	21	registro	registro	PROPN
esrj-68320	14	22	de	de	PROPN
esrj-68320	14	23	un	un	PROPN
esrj-68320	14	24	pozo	pozo	PROPN
esrj-68320	14	25	piloto	piloto	PROPN
esrj-68320	14	26	;	;	PUNCT
esrj-68320	14	27	posteriormente	posteriormente	PROPN
esrj-68320	14	28	,	,	PUNCT
esrj-68320	14	29	durante	durante	PROPN
esrj-68320	14	30	la	la	PROPN
esrj-68320	14	31	clasificación	clasificación	PROPN
esrj-68320	14	32	,	,	PUNCT
esrj-68320	14	33	esta	esta	PROPN
esrj-68320	14	34	mvs	mvs	PROPN
esrj-68320	14	35	automáticamente	automáticamente	PROPN
esrj-68320	14	36	reconoció	reconoció	PROPN
esrj-68320	14	37	intervalos	intervalos	PROPN
esrj-68320	14	38	con	con	PROPN
esrj-68320	14	39	calizas	calizas	PROPN
esrj-68320	14	40	fosilíferas	fosilíferas	PROPN
esrj-68320	14	41	utilizando	utilizando	PROPN
esrj-68320	14	42	solamente	solamente	PROPN
esrj-68320	14	43	datos	datos	X
esrj-68320	14	44	de	de	PROPN
esrj-68320	14	45	registros	registros	PROPN
esrj-68320	14	46	de	de	X
esrj-68320	14	47	cualquier	cualquier	PROPN
esrj-68320	14	48	pozo	pozo	PROPN
esrj-68320	14	49	del	del	PROPN
esrj-68320	14	50	campo	campo	PROPN
esrj-68320	14	51	.	.	PUNCT
esrj-68320	15	1	la	la	PROPN
esrj-68320	15	2	segunda	segunda	PROPN
esrj-68320	15	3	mvs	mvs	PROPN
esrj-68320	15	4	fue	fue	PROPN
esrj-68320	15	5	entrenada	entrenada	PROPN
esrj-68320	15	6	con	con	PROPN
esrj-68320	15	7	registros	registros	PROPN
esrj-68320	15	8	nucleares	nucleare	NOUN
esrj-68320	15	9	,	,	PUNCT
esrj-68320	15	10	resistivos	resistivos	PROPN
esrj-68320	15	11	y	y	PROPN
esrj-68320	15	12	dimensión	dimensión	PROPN
esrj-68320	15	13	fractal	fractal	NOUN
esrj-68320	15	14	,	,	PUNCT
esrj-68320	15	15	pero	pero	NOUN
esrj-68320	15	16	en	en	X
esrj-68320	15	17	este	este	X
esrj-68320	15	18	caso	caso	PROPN
esrj-68320	15	19	,	,	PUNCT
esrj-68320	15	20	también	también	PROPN
esrj-68320	15	21	con	con	PROPN
esrj-68320	15	22	información	información	PROPN
esrj-68320	16	1	de	de	PROPN
esrj-68320	16	2	intervalos	intervalos	PROPN
esrj-68320	16	3	compuestos	compuestos	PROPN
esrj-68320	16	4	de	de	PROPN
esrj-68320	16	5	lutitas	lutitas	PROPN
esrj-68320	16	6	calcáreas	calcáreas	PROPN
esrj-68320	16	7	intercaladas	intercalada	VERB
esrj-68320	16	8	con	con	PROPN
esrj-68320	16	9	calizas	calizas	PROPN
esrj-68320	16	10	,	,	PUNCT
esrj-68320	16	11	reconociendo	reconociendo	PROPN
esrj-68320	16	12	automáticamente	automáticamente	PROPN
esrj-68320	16	13	estas	estas	X
esrj-68320	16	14	asociaciones	asociaciones	PROPN
esrj-68320	16	15	de	de	PROPN
esrj-68320	16	16	rocas	rocas	PROPN
esrj-68320	16	17	durante	durante	PROPN
esrj-68320	16	18	la	la	PROPN
esrj-68320	16	19	clasificación	clasificación	PROPN
esrj-68320	16	20	sin	sin	NOUN
esrj-68320	16	21	requerir	requerir	NOUN
esrj-68320	16	22	interpretaciones	interpretaciones	PART
esrj-68320	16	23	de	de	PROPN
esrj-68320	16	24	un	un	PROPN
esrj-68320	16	25	geólogo	geólogo	PROPN
esrj-68320	16	26	como	como	PROPN
esrj-68320	16	27	dato	dato	PROPN
esrj-68320	16	28	de	de	PROPN
esrj-68320	16	29	entrada	entrada	PROPN
esrj-68320	16	30	.	.	PUNCT
esrj-68320	17	1	finalmente	finalmente	PROPN
esrj-68320	17	2	,	,	PUNCT
esrj-68320	17	3	se	se	PROPN
esrj-68320	17	4	aplicó	aplicó	PROPN
esrj-68320	17	5	una	una	PROPN
esrj-68320	17	6	función	función	PROPN
esrj-68320	17	7	lógica	lógica	PROPN
esrj-68320	17	8	a	a	DET
esrj-68320	17	9	intervalos	intervalos	ADJ
esrj-68320	17	10	con	con	PROPN
esrj-68320	17	11	factor	factor	NOUN
esrj-68320	17	12	fotoeléctrico	fotoeléctrico	PROPN
esrj-68320	17	13	≥	≥	NOUN
esrj-68320	17	14	4	4	NUM
esrj-68320	17	15	y	y	PROPN
esrj-68320	17	16	todas	todas	PROPN
esrj-68320	17	17	las	las	PROPN
esrj-68320	17	18	secciones	secciones	PROPN
esrj-68320	17	19	no	no	DET
esrj-68320	17	20	clasificadas	clasificadas	PROPN
esrj-68320	17	21	por	por	PROPN
esrj-68320	17	22	las	las	PROPN
esrj-68320	17	23	mvs	mvs	PROPN
esrj-68320	17	24	fueron	fueron	PROPN
esrj-68320	17	25	agrupadas	agrupadas	PROPN
esrj-68320	17	26	como	como	PROPN
esrj-68320	17	27	rocas	rocas	PROPN
esrj-68320	17	28	calcáreas	calcáreas	PROPN
esrj-68320	17	29	laminadas	laminadas	PROPN
esrj-68320	17	30	.	.	PUNCT
esrj-68320	18	1	las	las	PROPN
esrj-68320	18	2	mvs	mvs	PROPN
esrj-68320	18	3	y	y	PROPN
esrj-68320	18	4	la	la	PROPN
esrj-68320	18	5	función	función	PROPN
esrj-68320	18	6	lógica	lógica	PROPN
esrj-68320	18	7	mostraron	mostraron	PROPN
esrj-68320	18	8	precisiones	precisiones	PROPN
esrj-68320	18	9	de	de	PROPN
esrj-68320	18	10	98.76	98.76	NUM
esrj-68320	18	11	%	%	NOUN
esrj-68320	18	12	,	,	PUNCT
esrj-68320	18	13	94.02	94.02	NUM
esrj-68320	18	14	%	%	NOUN
esrj-68320	18	15	y	y	PROPN
esrj-68320	18	16	94.60	94.60	NUM
esrj-68320	18	17	%	%	NOUN
esrj-68320	18	18	respectivamente	respectivamente	PROPN
esrj-68320	18	19	en	en	PROPN
esrj-68320	18	20	cinco	cinco	PROPN
esrj-68320	18	21	pozos	pozos	PROPN
esrj-68320	18	22	evaluados	evaluado	VERB
esrj-68320	18	23	y	y	PROPN
esrj-68320	18	24	puede	puede	PROPN
esrj-68320	18	25	ser	ser	NOUN
esrj-68320	18	26	aplicado	aplicado	VERB
esrj-68320	18	27	a	a	DET
esrj-68320	18	28	otros	otros	PROPN
esrj-68320	18	29	pozos	pozos	PROPN
esrj-68320	18	30	del	del	PROPN
esrj-68320	18	31	campo	campo	PROPN
esrj-68320	18	32	que	que	PROPN
esrj-68320	18	33	tengan	tengan	PROPN
esrj-68320	18	34	igual	igual	PROPN
esrj-68320	18	35	conjunto	conjunto	PROPN
esrj-68320	18	36	de	de	X
esrj-68320	18	37	datos	datos	X
esrj-68320	18	38	.	.	PUNCT
esrj-68320	19	1	esta	esta	PROPN
esrj-68320	19	2	metodología	metodología	PROPN
esrj-68320	19	3	es	es	X
esrj-68320	19	4	dependiente	dependiente	PROPN
esrj-68320	19	5	de	de	X
esrj-68320	19	6	la	la	X
esrj-68320	19	7	calidad	calidad	PROPN
esrj-68320	19	8	de	de	X
esrj-68320	19	9	los	los	PROPN
esrj-68320	19	10	datos	datos	PROPN
esrj-68320	19	11	y	y	PROPN
esrj-68320	19	12	todos	todo	NOUN
esrj-68320	19	13	los	los	PROPN
esrj-68320	19	14	intervalos	intervalos	PROPN
esrj-68320	19	15	afectados	afectado	VERB
esrj-68320	19	16	por	por	NOUN
esrj-68320	19	17	pobres	pobre	NOUN
esrj-68320	19	18	condiciones	condicione	VERB
esrj-68320	19	19	del	del	PROPN
esrj-68320	19	20	hoyo	hoyo	PROPN
esrj-68320	19	21	deben	deben	PROPN
esrj-68320	19	22	ser	ser	PROPN
esrj-68320	19	23	removidos	removidos	PROPN
esrj-68320	19	24	para	para	PROPN
esrj-68320	19	25	evitar	evitar	PROPN
esrj-68320	19	26	interpretaciones	interpretacione	NOUN
esrj-68320	19	27	erróneas	erróneas	PROPN
esrj-68320	19	28	.	.	PUNCT
esrj-68320	20	1	este	este	PROPN
esrj-68320	20	2	modelo	modelo	PROPN
esrj-68320	20	3	debe	debe	PROPN
esrj-68320	20	4	ser	ser	PROPN
esrj-68320	20	5	recalibrado	recalibrado	PROPN
esrj-68320	20	6	en	en	PROPN
esrj-68320	20	7	caso	caso	PROPN
esrj-68320	20	8	de	de	X
esrj-68320	20	9	ser	ser	NOUN
esrj-68320	20	10	aplicado	aplicado	PROPN
esrj-68320	20	11	en	en	PROPN
esrj-68320	20	12	otros	otros	PROPN
esrj-68320	20	13	campos	campos	PROPN
esrj-68320	20	14	de	de	PROPN
esrj-68320	20	15	la	la	PROPN
esrj-68320	20	16	cuenca	cuenca	PROPN
esrj-68320	20	17	.	.	PUNCT
esrj-68320	21	1	resumen	resumen	PROPN
esrj-68320	21	2	palabras	palabras	PROPN
esrj-68320	21	3	clave	clave	PROPN
esrj-68320	21	4	:	:	PUNCT
esrj-68320	21	5	aprendizaje	aprendizaje	PROPN
esrj-68320	21	6	de	de	PROPN
esrj-68320	21	7	máquinas	máquinas	PROPN
esrj-68320	21	8	;	;	PUNCT
esrj-68320	21	9	máquinas	máquinas	PROPN
esrj-68320	21	10	de	de	PROPN
esrj-68320	21	11	vector	vector	PROPN
esrj-68320	21	12	de	de	X
esrj-68320	21	13	soporte	soporte	NOUN
esrj-68320	21	14	;	;	PUNCT
esrj-68320	21	15	registros	registros	PROPN
esrj-68320	21	16	de	de	PROPN
esrj-68320	21	17	pozo	pozo	PROPN
esrj-68320	21	18	;	;	PUNCT
esrj-68320	21	19	registro	registro	PROPN
esrj-68320	21	20	de	de	X
esrj-68320	21	21	imágenes	imágene	NOUN
esrj-68320	21	22	;	;	PUNCT
esrj-68320	21	23	dimensión	dimensión	NOUN
esrj-68320	21	24	fractal	fractal	NOUN
esrj-68320	21	25	;	;	PUNCT
esrj-68320	21	26	litologías	litologías	PROPN
esrj-68320	21	27	calcáreas	calcáreas	PROPN
esrj-68320	21	28	;	;	PUNCT
esrj-68320	21	29	cuenca	cuenca	PROPN
esrj-68320	21	30	de	de	PROPN
esrj-68320	21	31	catatumbo	catatumbo	PROPN
esrj-68320	21	32	.	.	PUNCT
esrj-68320	22	1	record	record	PROPN
esrj-68320	22	2	manuscript	manuscript	NOUN
esrj-68320	22	3	received:15/10/2017	received:15/10/2017	PROPN
esrj-68320	22	4	accepted	accept	VERB
esrj-68320	22	5	for	for	ADP
esrj-68320	22	6	publication	publication	NOUN
esrj-68320	22	7	:	:	PUNCT
esrj-68320	22	8	16/02/2018	16/02/2018	NUM
esrj-68320	22	9	how	how	SCONJ
esrj-68320	22	10	to	to	PART
esrj-68320	22	11	cite	cite	VERB
esrj-68320	22	12	item	item	NOUN
esrj-68320	22	13	leal	leal	NOUN
esrj-68320	22	14	,	,	PUNCT
esrj-68320	22	15	j.	j.	PROPN
esrj-68320	22	16	a.	a.	PROPN
esrj-68320	22	17	,	,	PUNCT
esrj-68320	22	18	ochoa	ochoa	PROPN
esrj-68320	22	19	,	,	PUNCT
esrj-68320	22	20	l.	l.	PROPN
esrj-68320	22	21	h.	h.	PROPN
esrj-68320	22	22	,	,	PUNCT
esrj-68320	22	23	contreras	contreras	PROPN
esrj-68320	22	24	,	,	PUNCT
esrj-68320	22	25	c.	c.	PROPN
esrj-68320	22	26	c.	c.	PROPN
esrj-68320	22	27	(	(	PUNCT
esrj-68320	22	28	2018	2018	NUM
esrj-68320	22	29	)	)	PUNCT
esrj-68320	22	30	.	.	PUNCT
esrj-68320	23	1	automatic	automatic	ADJ
esrj-68320	23	2	identification	identification	NOUN
esrj-68320	23	3	of	of	ADP
esrj-68320	23	4	calcareous	calcareous	ADJ
esrj-68320	23	5	lithologies	lithology	NOUN
esrj-68320	23	6	using	use	VERB
esrj-68320	23	7	support	support	NOUN
esrj-68320	23	8	vector	vector	NOUN
esrj-68320	23	9	machines	machine	NOUN
esrj-68320	23	10	,	,	PUNCT
esrj-68320	23	11	borehole	borehole	NOUN
esrj-68320	23	12	logs	log	NOUN
esrj-68320	23	13	and	and	CCONJ
esrj-68320	23	14	fractal	fractal	ADJ
esrj-68320	23	15	dimension	dimension	NOUN
esrj-68320	23	16	of	of	ADP
esrj-68320	23	17	borehole	borehole	NOUN
esrj-68320	23	18	electrical	electrical	ADJ
esrj-68320	23	19	imaging	imaging	NOUN
esrj-68320	23	20	.	.	PUNCT
esrj-68320	24	1	earth	earth	PROPN
esrj-68320	24	2	sciences	sciences	PROPN
esrj-68320	24	3	research	research	PROPN
esrj-68320	24	4	journal	journal	PROPN
esrj-68320	24	5	,	,	PUNCT
esrj-68320	24	6	22(2	22(2	NUM
esrj-68320	24	7	)	)	PUNCT
esrj-68320	24	8	,	,	PUNCT
esrj-68320	24	9	75	75	NUM
esrj-68320	24	10	-	-	SYM
esrj-68320	24	11	82	82	NUM
esrj-68320	24	12	.	.	PUNCT
esrj-68320	25	1	doi	doi	NOUN
esrj-68320	25	2	:	:	PUNCT
esrj-68320	25	3	http://dx.doi.org/10.15446/esrj.v22n2.68320	http://dx.doi.org/10.15446/esrj.v22n2.68320	VERB
esrj-68320	25	4	earth	earth	NOUN
esrj-68320	25	5	sciences	sciences	PROPN
esrj-68320	25	6	research	research	PROPN
esrj-68320	25	7	journal	journal	PROPN
esrj-68320	25	8	earth	earth	PROPN
esrj-68320	25	9	sci	sci	PROPN
esrj-68320	25	10	.	.	PUNCT
esrj-68320	26	1	res	res	PROPN
esrj-68320	26	2	.	.	PUNCT
esrj-68320	27	1	j.	j.	PROPN
esrj-68320	27	2	vol	vol	PROPN
esrj-68320	27	3	.	.	PROPN
esrj-68320	28	1	22	22	NUM
esrj-68320	28	2	,	,	PUNCT
esrj-68320	28	3	no	no	INTJ
esrj-68320	28	4	.	.	NOUN
esrj-68320	28	5	2	2	NUM
esrj-68320	28	6	(	(	PUNCT
esrj-68320	28	7	june	june	PROPN
esrj-68320	28	8	,	,	PUNCT
esrj-68320	28	9	2018	2018	NUM
esrj-68320	28	10	):	):	PUNCT
esrj-68320	28	11	75	75	NUM
esrj-68320	28	12	-	-	SYM
esrj-68320	28	13	82	82	NUM
esrj-68320	28	14	jorge	jorge	NOUN
esrj-68320	28	15	a.	a.	PROPN
esrj-68320	28	16	leal	leal	PROPN
esrj-68320	28	17	f.1	f.1	PROPN
esrj-68320	28	18	,	,	PUNCT
esrj-68320	28	19	luis	luis	PROPN
esrj-68320	28	20	h.	h.	PROPN
esrj-68320	28	21	ochoa	ochoa	PROPN
esrj-68320	28	22	g.1	g.1	PROPN
esrj-68320	28	23	,	,	PUNCT
esrj-68320	28	24	carmen	carmen	PROPN
esrj-68320	28	25	c.	c.	PROPN
esrj-68320	28	26	contreras	contreras	PROPN
esrj-68320	28	27	f.2	f.2	PROPN
esrj-68320	28	28	1	1	NUM
esrj-68320	28	29	universidad	universidad	PROPN
esrj-68320	28	30	nacional	nacional	PROPN
esrj-68320	28	31	de	de	X
esrj-68320	28	32	colombia	colombia	PROPN
esrj-68320	28	33	,	,	PUNCT
esrj-68320	28	34	departamento	departamento	NOUN
esrj-68320	28	35	de	de	PROPN
esrj-68320	28	36	geociencias	geociencias	PROPN
esrj-68320	28	37	,	,	PUNCT
esrj-68320	28	38	edificio	edificio	PROPN
esrj-68320	28	39	manuel	manuel	PROPN
esrj-68320	28	40	ancizar	ancizar	PROPN
esrj-68320	28	41	,	,	PUNCT
esrj-68320	28	42	bogotá	bogotá	PROPN
esrj-68320	28	43	d.c	d.c	PROPN
esrj-68320	28	44	.	.	PROPN
esrj-68320	28	45	colombia	colombia	PROPN
esrj-68320	28	46	.	.	PUNCT
esrj-68320	29	1	jalealf@unal.edu.co	jalealf@unal.edu.co	ADV
esrj-68320	29	2	,	,	PUNCT
esrj-68320	29	3	lhochoag@unal.edu.co	lhochoag@unal.edu.co	ADJ
esrj-68320	29	4	2principal	2principal	NUM
esrj-68320	29	5	geologist	geologist	NOUN
esrj-68320	29	6	,	,	PUNCT
esrj-68320	29	7	pts	pts	PROPN
esrj-68320	29	8	-	-	PUNCT
esrj-68320	29	9	dfw	dfw	PROPN
esrj-68320	29	10	.	.	PUNCT
esrj-68320	30	1	schlumberger	schlumberger	PROPN
esrj-68320	30	2	technology	technology	PROPN
esrj-68320	30	3	,	,	PUNCT
esrj-68320	30	4	3011	3011	NUM
esrj-68320	30	5	internet	internet	NOUN
esrj-68320	30	6	blvd	blvd	NOUN
esrj-68320	30	7	.	.	PUNCT
esrj-68320	31	1	frisco	frisco	PROPN
esrj-68320	31	2	tx	tx	PROPN
esrj-68320	31	3	75034	75034	NUM
esrj-68320	31	4	,	,	PUNCT
esrj-68320	31	5	u.s	u.s	PROPN
esrj-68320	31	6	.	.	PROPN
esrj-68320	31	7	ccontreras@slb.com	ccontreras@slb.com	PROPN
esrj-68320	32	1	g	g	PROPN
esrj-68320	32	2	e	e	X
esrj-68320	32	3	o	o	X
esrj-68320	32	4	ph	ph	VERB
esrj-68320	32	5	y	y	PROPN
esrj-68320	33	1	si	si	PROPN
esrj-68320	33	2	c	c	PROPN
esrj-68320	33	3	s	s	PROPN
esrj-68320	33	4	76	76	NUM
esrj-68320	33	5	jorge	jorge	PROPN
esrj-68320	33	6	a.	a.	PROPN
esrj-68320	33	7	leal	leal	PROPN
esrj-68320	33	8	f.	f.	PROPN
esrj-68320	33	9	,	,	PUNCT
esrj-68320	33	10	luis	luis	PROPN
esrj-68320	33	11	h.	h.	PROPN
esrj-68320	33	12	ochoa	ochoa	PROPN
esrj-68320	33	13	g.	g.	PROPN
esrj-68320	33	14	,	,	PUNCT
esrj-68320	33	15	carmen	carmen	PROPN
esrj-68320	33	16	c.	c.	PROPN
esrj-68320	33	17	contreras	contreras	PROPN
esrj-68320	33	18	f.	f.	PROPN
esrj-68320	33	19	introduction	introduction	PROPN
esrj-68320	33	20	machine	machine	NOUN
esrj-68320	33	21	learning	learn	VERB
esrj-68320	33	22	algorithms	algorithm	NOUN
esrj-68320	33	23	have	have	AUX
esrj-68320	33	24	been	be	AUX
esrj-68320	33	25	broadly	broadly	ADV
esrj-68320	33	26	applied	apply	VERB
esrj-68320	33	27	in	in	ADP
esrj-68320	33	28	geosciences	geoscience	NOUN
esrj-68320	33	29	in	in	ADP
esrj-68320	33	30	the	the	DET
esrj-68320	33	31	latest	late	ADJ
esrj-68320	33	32	years	year	NOUN
esrj-68320	33	33	,	,	PUNCT
esrj-68320	33	34	most	most	ADJ
esrj-68320	33	35	of	of	ADP
esrj-68320	33	36	them	they	PRON
esrj-68320	33	37	focus	focus	VERB
esrj-68320	33	38	on	on	ADP
esrj-68320	33	39	searching	search	VERB
esrj-68320	33	40	natural	natural	ADJ
esrj-68320	33	41	patterns	pattern	NOUN
esrj-68320	33	42	and	and	CCONJ
esrj-68320	33	43	samples	sample	VERB
esrj-68320	33	44	classification	classification	NOUN
esrj-68320	33	45	in	in	ADP
esrj-68320	33	46	huge	huge	ADJ
esrj-68320	33	47	datasets	dataset	NOUN
esrj-68320	33	48	.	.	PUNCT
esrj-68320	34	1	the	the	DET
esrj-68320	34	2	support	support	NOUN
esrj-68320	34	3	vector	vector	NOUN
esrj-68320	34	4	machines	machine	NOUN
esrj-68320	34	5	(	(	PUNCT
esrj-68320	34	6	svms	svms	NOUN
esrj-68320	34	7	)	)	PUNCT
esrj-68320	34	8	are	be	AUX
esrj-68320	34	9	part	part	NOUN
esrj-68320	34	10	of	of	ADP
esrj-68320	34	11	supervised	supervised	ADJ
esrj-68320	34	12	algorithms	algorithm	NOUN
esrj-68320	34	13	of	of	ADP
esrj-68320	34	14	machine	machine	NOUN
esrj-68320	34	15	learning	learning	NOUN
esrj-68320	34	16	methods	method	NOUN
esrj-68320	34	17	with	with	ADP
esrj-68320	34	18	straightforward	straightforward	ADJ
esrj-68320	34	19	application	application	NOUN
esrj-68320	34	20	and	and	CCONJ
esrj-68320	34	21	flexibility	flexibility	NOUN
esrj-68320	34	22	dealing	deal	VERB
esrj-68320	34	23	with	with	ADP
esrj-68320	34	24	continuous	continuous	ADJ
esrj-68320	34	25	and	and	CCONJ
esrj-68320	34	26	discrete	discrete	ADJ
esrj-68320	34	27	data	datum	NOUN
esrj-68320	34	28	.	.	PUNCT
esrj-68320	35	1	in	in	ADP
esrj-68320	35	2	this	this	DET
esrj-68320	35	3	opportunity	opportunity	NOUN
esrj-68320	35	4	svms	svms	NOUN
esrj-68320	35	5	have	have	AUX
esrj-68320	35	6	been	be	AUX
esrj-68320	35	7	applied	apply	VERB
esrj-68320	35	8	to	to	ADP
esrj-68320	35	9	borehole	borehole	NOUN
esrj-68320	35	10	logs	log	NOUN
esrj-68320	35	11	of	of	ADP
esrj-68320	35	12	oil	oil	NOUN
esrj-68320	35	13	wells	well	NOUN
esrj-68320	35	14	in	in	ADP
esrj-68320	35	15	the	the	DET
esrj-68320	35	16	former	former	ADJ
esrj-68320	35	17	barco	barco	PROPN
esrj-68320	35	18	concession	concession	NOUN
esrj-68320	35	19	,	,	PUNCT
esrj-68320	35	20	norte	norte	PROPN
esrj-68320	35	21	de	de	PROPN
esrj-68320	35	22	santander	santander	PROPN
esrj-68320	35	23	department	department	PROPN
esrj-68320	35	24	colombia	colombia	PROPN
esrj-68320	35	25	(	(	PUNCT
esrj-68320	35	26	figure	figure	NOUN
esrj-68320	35	27	1	1	NUM
esrj-68320	35	28	)	)	PUNCT
esrj-68320	35	29	.	.	PUNCT
esrj-68320	36	1	the	the	DET
esrj-68320	36	2	wells	well	NOUN
esrj-68320	36	3	in	in	ADP
esrj-68320	36	4	the	the	DET
esrj-68320	36	5	area	area	NOUN
esrj-68320	36	6	were	be	AUX
esrj-68320	36	7	drilled	drill	VERB
esrj-68320	36	8	in	in	ADP
esrj-68320	36	9	a	a	DET
esrj-68320	36	10	mixed	mixed	ADJ
esrj-68320	36	11	sequence	sequence	NOUN
esrj-68320	36	12	,	,	PUNCT
esrj-68320	36	13	mainly	mainly	ADV
esrj-68320	36	14	of	of	ADP
esrj-68320	36	15	carbonates	carbonate	NOUN
esrj-68320	36	16	and	and	CCONJ
esrj-68320	36	17	clastic	clastic	ADJ
esrj-68320	36	18	sedimentary	sedimentary	ADJ
esrj-68320	36	19	rocks	rock	NOUN
esrj-68320	36	20	,	,	PUNCT
esrj-68320	36	21	where	where	SCONJ
esrj-68320	36	22	certain	certain	ADJ
esrj-68320	36	23	kind	kind	NOUN
esrj-68320	36	24	of	of	ADP
esrj-68320	36	25	limestones	limestone	NOUN
esrj-68320	36	26	have	have	AUX
esrj-68320	36	27	been	be	AUX
esrj-68320	36	28	reported	report	VERB
esrj-68320	36	29	as	as	ADP
esrj-68320	36	30	hydrocarbon	hydrocarbon	NOUN
esrj-68320	36	31	producer	producer	NOUN
esrj-68320	36	32	;	;	PUNCT
esrj-68320	36	33	in	in	ADP
esrj-68320	36	34	this	this	DET
esrj-68320	36	35	research	research	NOUN
esrj-68320	36	36	two	two	NUM
esrj-68320	36	37	svms	svms	NOUN
esrj-68320	36	38	were	be	AUX
esrj-68320	36	39	trained	train	VERB
esrj-68320	36	40	to	to	PART
esrj-68320	36	41	identify	identify	VERB
esrj-68320	36	42	automatically	automatically	ADV
esrj-68320	36	43	sections	section	NOUN
esrj-68320	36	44	with	with	ADP
esrj-68320	36	45	fossiliferous	fossiliferous	ADJ
esrj-68320	36	46	limestones	limestone	NOUN
esrj-68320	36	47	and	and	CCONJ
esrj-68320	36	48	intervals	interval	NOUN
esrj-68320	36	49	of	of	ADP
esrj-68320	36	50	calcareous	calcareous	ADJ
esrj-68320	36	51	shales	shale	NOUN
esrj-68320	36	52	interbedded	interbedde	VERB
esrj-68320	36	53	with	with	ADP
esrj-68320	36	54	limestone	limestone	NOUN
esrj-68320	36	55	;	;	PUNCT
esrj-68320	36	56	the	the	DET
esrj-68320	36	57	remaining	remain	VERB
esrj-68320	36	58	carbonates	carbonate	NOUN
esrj-68320	36	59	rocks	rock	NOUN
esrj-68320	36	60	,	,	PUNCT
esrj-68320	36	61	not	not	PART
esrj-68320	36	62	classified	classify	VERB
esrj-68320	36	63	by	by	ADP
esrj-68320	36	64	the	the	DET
esrj-68320	36	65	svms	svms	NOUN
esrj-68320	36	66	,	,	PUNCT
esrj-68320	36	67	were	be	AUX
esrj-68320	36	68	grouped	group	VERB
esrj-68320	36	69	as	as	ADP
esrj-68320	36	70	carbonate	carbonate	NOUN
esrj-68320	36	71	laminated	laminate	VERB
esrj-68320	36	72	rock	rock	NOUN
esrj-68320	36	73	by	by	ADP
esrj-68320	36	74	applying	apply	VERB
esrj-68320	36	75	a	a	DET
esrj-68320	36	76	logic	logic	NOUN
esrj-68320	36	77	function	function	NOUN
esrj-68320	36	78	.	.	PUNCT
esrj-68320	37	1	the	the	DET
esrj-68320	37	2	objective	objective	NOUN
esrj-68320	37	3	of	of	ADP
esrj-68320	37	4	this	this	DET
esrj-68320	37	5	model	model	NOUN
esrj-68320	37	6	is	be	AUX
esrj-68320	37	7	to	to	PART
esrj-68320	37	8	provide	provide	VERB
esrj-68320	37	9	information	information	NOUN
esrj-68320	37	10	to	to	ADP
esrj-68320	37	11	the	the	DET
esrj-68320	37	12	well	well	NOUN
esrj-68320	37	13	site	site	NOUN
esrj-68320	37	14	geologist	geologist	NOUN
esrj-68320	37	15	shortly	shortly	ADV
esrj-68320	37	16	after	after	SCONJ
esrj-68320	37	17	open	open	ADJ
esrj-68320	37	18	hole	hole	NOUN
esrj-68320	37	19	logs	log	NOUN
esrj-68320	37	20	are	be	AUX
esrj-68320	37	21	acquired	acquire	VERB
esrj-68320	37	22	,	,	PUNCT
esrj-68320	37	23	avoiding	avoid	VERB
esrj-68320	37	24	problems	problem	NOUN
esrj-68320	37	25	related	relate	VERB
esrj-68320	37	26	to	to	ADP
esrj-68320	37	27	time	time	NOUN
esrj-68320	37	28	consuming	consume	VERB
esrj-68320	37	29	activities	activity	NOUN
esrj-68320	37	30	of	of	ADP
esrj-68320	37	31	data	datum	NOUN
esrj-68320	37	32	interpretation	interpretation	NOUN
esrj-68320	37	33	.	.	PUNCT
esrj-68320	38	1	the	the	DET
esrj-68320	38	2	svms	svms	NOUN
esrj-68320	38	3	were	be	AUX
esrj-68320	38	4	developed	develop	VERB
esrj-68320	38	5	with	with	ADP
esrj-68320	38	6	the	the	DET
esrj-68320	38	7	free	free	ADJ
esrj-68320	38	8	platform	platform	NOUN
esrj-68320	38	9	for	for	ADP
esrj-68320	38	10	data	datum	NOUN
esrj-68320	38	11	mining	mining	NOUN
esrj-68320	38	12	knime	knime	NOUN
esrj-68320	38	13	2.7.4	2.7.4	PROPN
esrj-68320	38	14	(	(	PUNCT
esrj-68320	38	15	konstanz	konstanz	PROPN
esrj-68320	38	16	information	information	PROPN
esrj-68320	38	17	miner	miner	NOUN
esrj-68320	38	18	,	,	PUNCT
esrj-68320	38	19	2013	2013	NUM
esrj-68320	38	20	)	)	PUNCT
esrj-68320	38	21	using	use	VERB
esrj-68320	38	22	data	datum	NOUN
esrj-68320	38	23	of	of	ADP
esrj-68320	38	24	a	a	DET
esrj-68320	38	25	pilot	pilot	NOUN
esrj-68320	39	1	well	well	INTJ
esrj-68320	39	2	(	(	PUNCT
esrj-68320	39	3	pc-7	pc-7	NUM
esrj-68320	39	4	)	)	PUNCT
esrj-68320	39	5	,	,	PUNCT
esrj-68320	39	6	which	which	PRON
esrj-68320	39	7	has	have	VERB
esrj-68320	39	8	detailed	detailed	ADJ
esrj-68320	39	9	image	image	NOUN
esrj-68320	39	10	logs	log	NOUN
esrj-68320	39	11	interpretation	interpretation	NOUN
esrj-68320	39	12	integrated	integrate	VERB
esrj-68320	39	13	with	with	ADP
esrj-68320	39	14	core	core	NOUN
esrj-68320	39	15	-	-	PUNCT
esrj-68320	39	16	logs	log	NOUN
esrj-68320	39	17	correlation	correlation	NOUN
esrj-68320	39	18	;	;	PUNCT
esrj-68320	39	19	additionally	additionally	ADV
esrj-68320	39	20	,	,	PUNCT
esrj-68320	39	21	this	this	DET
esrj-68320	39	22	well	well	ADV
esrj-68320	39	23	has	have	VERB
esrj-68320	39	24	the	the	DET
esrj-68320	39	25	best	good	ADJ
esrj-68320	39	26	coverage	coverage	NOUN
esrj-68320	39	27	of	of	ADP
esrj-68320	39	28	the	the	DET
esrj-68320	39	29	target	target	NOUN
esrj-68320	39	30	formations	formation	NOUN
esrj-68320	39	31	in	in	ADP
esrj-68320	39	32	the	the	DET
esrj-68320	39	33	field	field	NOUN
esrj-68320	39	34	.	.	PUNCT
esrj-68320	40	1	the	the	DET
esrj-68320	40	2	svms	svms	NOUN
esrj-68320	40	3	generated	generate	VERB
esrj-68320	40	4	with	with	ADP
esrj-68320	40	5	pc-7	pc-7	ADJ
esrj-68320	40	6	data	datum	NOUN
esrj-68320	40	7	were	be	AUX
esrj-68320	40	8	then	then	ADV
esrj-68320	40	9	applied	apply	VERB
esrj-68320	40	10	to	to	ADP
esrj-68320	40	11	other	other	ADJ
esrj-68320	40	12	five	five	NUM
esrj-68320	40	13	well	well	NOUN
esrj-68320	40	14	of	of	ADP
esrj-68320	40	15	the	the	DET
esrj-68320	40	16	field	field	NOUN
esrj-68320	40	17	(	(	PUNCT
esrj-68320	40	18	named	name	VERB
esrj-68320	40	19	pc	pc	NOUN
esrj-68320	40	20	–	–	PUNCT
esrj-68320	40	21	6	6	NUM
esrj-68320	40	22	,	,	PUNCT
esrj-68320	40	23	pc	pc	NOUN
esrj-68320	40	24	–	–	PUNCT
esrj-68320	40	25	8	8	NUM
esrj-68320	40	26	,	,	PUNCT
esrj-68320	40	27	pc	pc	NOUN
esrj-68320	40	28	–	–	PUNCT
esrj-68320	40	29	9	9	NUM
esrj-68320	40	30	,	,	PUNCT
esrj-68320	40	31	pc	pc	NOUN
esrj-68320	40	32	–	–	PUNCT
esrj-68320	40	33	10	10	NUM
esrj-68320	40	34	and	and	CCONJ
esrj-68320	40	35	pc	pc	NOUN
esrj-68320	40	36	11	11	NUM
esrj-68320	40	37	)	)	PUNCT
esrj-68320	40	38	.	.	PUNCT
esrj-68320	41	1	the	the	DET
esrj-68320	41	2	set	set	NOUN
esrj-68320	41	3	of	of	ADP
esrj-68320	41	4	logs	log	NOUN
esrj-68320	41	5	were	be	AUX
esrj-68320	41	6	chosen	choose	VERB
esrj-68320	41	7	because	because	SCONJ
esrj-68320	41	8	on	on	ADP
esrj-68320	41	9	one	one	NUM
esrj-68320	41	10	hand	hand	NOUN
esrj-68320	41	11	,	,	PUNCT
esrj-68320	41	12	nuclear	nuclear	ADJ
esrj-68320	41	13	logs	log	NOUN
esrj-68320	41	14	provide	provide	VERB
esrj-68320	41	15	information	information	NOUN
esrj-68320	41	16	regard	regard	NOUN
esrj-68320	41	17	mineral	mineral	NOUN
esrj-68320	41	18	composition	composition	NOUN
esrj-68320	41	19	and	and	CCONJ
esrj-68320	41	20	porosity	porosity	NOUN
esrj-68320	41	21	of	of	ADP
esrj-68320	41	22	rocks	rock	NOUN
esrj-68320	41	23	;	;	PUNCT
esrj-68320	41	24	on	on	ADP
esrj-68320	41	25	the	the	DET
esrj-68320	41	26	other	other	ADJ
esrj-68320	41	27	hand	hand	NOUN
esrj-68320	41	28	,	,	PUNCT
esrj-68320	41	29	resistivity	resistivity	NOUN
esrj-68320	41	30	of	of	ADP
esrj-68320	41	31	imaging	imaging	NOUN
esrj-68320	41	32	tool	tool	NOUN
esrj-68320	41	33	along	along	ADP
esrj-68320	41	34	with	with	ADP
esrj-68320	41	35	fractal	fractal	ADJ
esrj-68320	41	36	dimension	dimension	NOUN
esrj-68320	41	37	of	of	ADP
esrj-68320	41	38	the	the	DET
esrj-68320	41	39	images	image	NOUN
esrj-68320	41	40	provide	provide	VERB
esrj-68320	41	41	information	information	NOUN
esrj-68320	41	42	about	about	ADP
esrj-68320	41	43	textural	textural	ADJ
esrj-68320	41	44	features	feature	NOUN
esrj-68320	41	45	of	of	ADP
esrj-68320	41	46	logged	log	VERB
esrj-68320	41	47	formations	formation	NOUN
esrj-68320	41	48	(	(	PUNCT
esrj-68320	41	49	leal	leal	ADJ
esrj-68320	41	50	,	,	PUNCT
esrj-68320	41	51	2014	2014	NUM
esrj-68320	41	52	)	)	PUNCT
esrj-68320	41	53	.	.	PUNCT
esrj-68320	42	1	the	the	DET
esrj-68320	42	2	studied	study	VERB
esrj-68320	42	3	section	section	NOUN
esrj-68320	42	4	in	in	ADP
esrj-68320	42	5	each	each	DET
esrj-68320	42	6	well	well	NOUN
esrj-68320	42	7	were	be	AUX
esrj-68320	42	8	rocks	rock	NOUN
esrj-68320	42	9	of	of	ADP
esrj-68320	42	10	aguardiente	aguardiente	NOUN
esrj-68320	42	11	formation	formation	NOUN
esrj-68320	42	12	(	(	PUNCT
esrj-68320	42	13	uribante	uribante	NOUN
esrj-68320	42	14	group	group	NOUN
esrj-68320	42	15	)	)	PUNCT
esrj-68320	42	16	,	,	PUNCT
esrj-68320	42	17	capacho	capacho	NOUN
esrj-68320	42	18	formation	formation	NOUN
esrj-68320	42	19	(	(	PUNCT
esrj-68320	42	20	locally	locally	ADV
esrj-68320	42	21	called	call	VERB
esrj-68320	42	22	cogollo	cogollo	PROPN
esrj-68320	42	23	formation	formation	NOUN
esrj-68320	42	24	in	in	ADP
esrj-68320	42	25	the	the	DET
esrj-68320	42	26	area	area	NOUN
esrj-68320	42	27	of	of	ADP
esrj-68320	42	28	old	old	ADJ
esrj-68320	42	29	barco	barco	PROPN
esrj-68320	42	30	concession	concession	NOUN
esrj-68320	42	31	)	)	PUNCT
esrj-68320	42	32	,	,	PUNCT
esrj-68320	42	33	and	and	CCONJ
esrj-68320	42	34	finally	finally	ADV
esrj-68320	42	35	the	the	DET
esrj-68320	42	36	data	datum	NOUN
esrj-68320	42	37	comprise	comprise	VERB
esrj-68320	42	38	the	the	DET
esrj-68320	42	39	lower	low	ADJ
esrj-68320	42	40	part	part	NOUN
esrj-68320	42	41	of	of	ADP
esrj-68320	42	42	la	la	PROPN
esrj-68320	42	43	luna	luna	PROPN
esrj-68320	42	44	formation	formation	NOUN
esrj-68320	42	45	(	(	PUNCT
esrj-68320	42	46	barrero	barrero	NOUN
esrj-68320	42	47	et	et	PROPN
esrj-68320	42	48	al	al	PROPN
esrj-68320	42	49	.	.	PROPN
esrj-68320	42	50	,	,	PUNCT
esrj-68320	42	51	2007	2007	NUM
esrj-68320	42	52	)	)	PUNCT
esrj-68320	42	53	.	.	PUNCT
esrj-68320	43	1	deltaic	deltaic	PROPN
esrj-68320	43	2	shales	shale	NOUN
esrj-68320	43	3	and	and	CCONJ
esrj-68320	43	4	sandstones	sandstone	NOUN
esrj-68320	43	5	that	that	PRON
esrj-68320	43	6	were	be	AUX
esrj-68320	43	7	deposited	deposit	VERB
esrj-68320	43	8	in	in	ADP
esrj-68320	43	9	a	a	DET
esrj-68320	43	10	foreland	foreland	ADJ
esrj-68320	43	11	basin	basin	NOUN
esrj-68320	43	12	.	.	PUNCT
esrj-68320	44	1	traps	trap	NOUN
esrj-68320	44	2	are	be	AUX
esrj-68320	44	3	wrench	wrench	NOUN
esrj-68320	44	4	controlled	control	VERB
esrj-68320	44	5	and	and	CCONJ
esrj-68320	44	6	faulted	fault	VERB
esrj-68320	44	7	anticlines	anticline	NOUN
esrj-68320	44	8	resulted	result	VERB
esrj-68320	44	9	from	from	ADP
esrj-68320	44	10	strikeslip	strikeslip	ADJ
esrj-68320	44	11	convergence	convergence	NOUN
esrj-68320	44	12	.	.	PUNCT
esrj-68320	45	1	oil	oil	NOUN
esrj-68320	45	2	was	be	AUX
esrj-68320	45	3	sourced	source	VERB
esrj-68320	45	4	mainly	mainly	ADV
esrj-68320	45	5	from	from	ADP
esrj-68320	45	6	the	the	DET
esrj-68320	45	7	upper	upper	ADJ
esrj-68320	45	8	cretaceous	cretaceous	ADJ
esrj-68320	45	9	formations	formation	NOUN
esrj-68320	45	10	la	la	X
esrj-68320	45	11	luna	luna	PROPN
esrj-68320	45	12	and	and	CCONJ
esrj-68320	45	13	some	some	DET
esrj-68320	45	14	intervals	interval	NOUN
esrj-68320	45	15	of	of	ADP
esrj-68320	45	16	capacho	capacho	NOUN
esrj-68320	45	17	,	,	PUNCT
esrj-68320	45	18	as	as	ADV
esrj-68320	45	19	well	well	ADV
esrj-68320	45	20	as	as	ADP
esrj-68320	45	21	the	the	DET
esrj-68320	45	22	lower	low	ADJ
esrj-68320	45	23	cretaceous	cretaceous	ADJ
esrj-68320	45	24	uribante	uribante	NOUN
esrj-68320	45	25	group	group	NOUN
esrj-68320	45	26	;	;	PUNCT
esrj-68320	45	27	oil	oil	NOUN
esrj-68320	45	28	generation	generation	NOUN
esrj-68320	45	29	began	begin	VERB
esrj-68320	45	30	in	in	ADP
esrj-68320	45	31	the	the	DET
esrj-68320	45	32	late	late	ADJ
esrj-68320	45	33	eocene	eocene	NOUN
esrj-68320	45	34	and	and	CCONJ
esrj-68320	45	35	continues	continue	VERB
esrj-68320	45	36	through	through	ADP
esrj-68320	45	37	today	today	NOUN
esrj-68320	45	38	(	(	PUNCT
esrj-68320	45	39	barrero	barrero	NOUN
esrj-68320	45	40	et	et	PROPN
esrj-68320	45	41	al	al	PROPN
esrj-68320	45	42	.	.	PROPN
esrj-68320	45	43	,	,	PUNCT
esrj-68320	45	44	2007	2007	NUM
esrj-68320	45	45	)	)	PUNCT
esrj-68320	45	46	.	.	PUNCT
esrj-68320	46	1	the	the	DET
esrj-68320	46	2	sedimentary	sedimentary	ADJ
esrj-68320	46	3	records	record	NOUN
esrj-68320	46	4	of	of	ADP
esrj-68320	46	5	catatumbo	catatumbo	NOUN
esrj-68320	46	6	basin	basin	NOUN
esrj-68320	46	7	began	begin	VERB
esrj-68320	46	8	during	during	ADP
esrj-68320	46	9	syn	syn	PROPN
esrj-68320	46	10	-	-	PUNCT
esrj-68320	46	11	rift	rift	NOUN
esrj-68320	46	12	stage	stage	NOUN
esrj-68320	46	13	of	of	ADP
esrj-68320	46	14	cordillera	cordillera	PROPN
esrj-68320	46	15	oriental	oriental	PROPN
esrj-68320	46	16	(	(	PUNCT
esrj-68320	46	17	branquet	branquet	PROPN
esrj-68320	46	18	,	,	PUNCT
esrj-68320	46	19	et	et	PROPN
esrj-68320	46	20	al	al	PROPN
esrj-68320	46	21	.	.	PROPN
esrj-68320	46	22	,	,	PUNCT
esrj-68320	46	23	2002	2002	NUM
esrj-68320	46	24	)	)	PUNCT
esrj-68320	46	25	with	with	ADP
esrj-68320	46	26	normal	normal	ADJ
esrj-68320	46	27	faults	fault	NOUN
esrj-68320	46	28	controlling	control	VERB
esrj-68320	46	29	sedimentation	sedimentation	NOUN
esrj-68320	46	30	.	.	PUNCT
esrj-68320	47	1	the	the	DET
esrj-68320	47	2	basement	basement	NOUN
esrj-68320	47	3	consists	consist	VERB
esrj-68320	47	4	of	of	ADP
esrj-68320	47	5	metamorphic	metamorphic	ADJ
esrj-68320	47	6	rock	rock	NOUN
esrj-68320	47	7	of	of	ADP
esrj-68320	47	8	cambric	cambric	ADJ
esrj-68320	47	9	–	–	PUNCT
esrj-68320	47	10	silurian	silurian	ADJ
esrj-68320	47	11	ages	age	NOUN
esrj-68320	47	12	according	accord	VERB
esrj-68320	47	13	oil	oil	NOUN
esrj-68320	47	14	wells	well	NOUN
esrj-68320	47	15	perforated	perforate	VERB
esrj-68320	47	16	in	in	ADP
esrj-68320	47	17	the	the	DET
esrj-68320	47	18	area	area	NOUN
esrj-68320	47	19	(	(	PUNCT
esrj-68320	47	20	sgc	sgc	PROPN
esrj-68320	47	21	,	,	PUNCT
esrj-68320	47	22	2015	2015	NUM
esrj-68320	47	23	)	)	PUNCT
esrj-68320	47	24	.	.	PUNCT
esrj-68320	48	1	from	from	ADP
esrj-68320	48	2	middle	middle	PROPN
esrj-68320	48	3	triassic	triassic	NOUN
esrj-68320	48	4	to	to	ADP
esrj-68320	48	5	upper	upper	ADJ
esrj-68320	48	6	jurassic	jurassic	NOUN
esrj-68320	48	7	,	,	PUNCT
esrj-68320	48	8	the	the	DET
esrj-68320	48	9	pangaea	pangaea	PROPN
esrj-68320	48	10	supercontinent	supercontinent	PROPN
esrj-68320	48	11	starts	start	VERB
esrj-68320	48	12	its	its	PRON
esrj-68320	48	13	separation	separation	NOUN
esrj-68320	48	14	with	with	ADP
esrj-68320	48	15	an	an	DET
esrj-68320	48	16	oceanic	oceanic	ADJ
esrj-68320	48	17	expansion	expansion	NOUN
esrj-68320	48	18	zone	zone	NOUN
esrj-68320	48	19	between	between	ADP
esrj-68320	48	20	north	north	PROPN
esrj-68320	48	21	america	america	PROPN
esrj-68320	48	22	and	and	CCONJ
esrj-68320	48	23	gondwana	gondwana	PROPN
esrj-68320	48	24	,	,	PUNCT
esrj-68320	48	25	both	both	DET
esrj-68320	48	26	continents	continent	NOUN
esrj-68320	48	27	presenting	present	VERB
esrj-68320	48	28	passive	passive	ADJ
esrj-68320	48	29	margins	margin	NOUN
esrj-68320	48	30	at	at	ADP
esrj-68320	48	31	each	each	DET
esrj-68320	48	32	side	side	NOUN
esrj-68320	48	33	.	.	PUNCT
esrj-68320	49	1	transform	transform	VERB
esrj-68320	49	2	faults	fault	NOUN
esrj-68320	49	3	were	be	AUX
esrj-68320	49	4	produced	produce	VERB
esrj-68320	49	5	in	in	ADP
esrj-68320	49	6	intra	intra	ADJ
esrj-68320	49	7	-	-	ADJ
esrj-68320	49	8	continental	continental	ADJ
esrj-68320	49	9	zones	zone	NOUN
esrj-68320	49	10	,	,	PUNCT
esrj-68320	49	11	also	also	ADV
esrj-68320	49	12	producing	produce	VERB
esrj-68320	49	13	graben	graben	ADJ
esrj-68320	49	14	structures	structure	NOUN
esrj-68320	49	15	along	along	ADP
esrj-68320	49	16	colombian	colombian	ADJ
esrj-68320	49	17	territory	territory	NOUN
esrj-68320	49	18	(	(	PUNCT
esrj-68320	49	19	sgc	sgc	PROPN
esrj-68320	49	20	,	,	PUNCT
esrj-68320	49	21	2015	2015	NUM
esrj-68320	49	22	)	)	PUNCT
esrj-68320	49	23	.	.	PUNCT
esrj-68320	50	1	those	those	DET
esrj-68320	50	2	grabens	graben	NOUN
esrj-68320	50	3	were	be	AUX
esrj-68320	50	4	filled	fill	VERB
esrj-68320	50	5	with	with	ADP
esrj-68320	50	6	volcano	volcano	NOUN
esrj-68320	50	7	-	-	PUNCT
esrj-68320	50	8	sedimentary	sedimentary	ADJ
esrj-68320	50	9	rocks	rock	NOUN
esrj-68320	50	10	of	of	ADP
esrj-68320	50	11	la	la	PROPN
esrj-68320	50	12	quinta	quinta	PROPN
esrj-68320	50	13	formation	formation	NOUN
esrj-68320	50	14	,	,	PUNCT
esrj-68320	50	15	which	which	PRON
esrj-68320	50	16	is	be	AUX
esrj-68320	50	17	not	not	PART
esrj-68320	50	18	cropping	crop	VERB
esrj-68320	50	19	out	out	ADP
esrj-68320	50	20	in	in	ADP
esrj-68320	50	21	the	the	DET
esrj-68320	50	22	area	area	NOUN
esrj-68320	50	23	of	of	ADP
esrj-68320	50	24	old	old	ADJ
esrj-68320	50	25	barco	barco	PROPN
esrj-68320	50	26	concession	concession	NOUN
esrj-68320	50	27	,	,	PUNCT
esrj-68320	50	28	but	but	CCONJ
esrj-68320	50	29	some	some	DET
esrj-68320	50	30	tuffs	tuff	NOUN
esrj-68320	50	31	have	have	AUX
esrj-68320	50	32	been	be	AUX
esrj-68320	50	33	recorded	record	VERB
esrj-68320	50	34	during	during	ADP
esrj-68320	50	35	perforation	perforation	NOUN
esrj-68320	50	36	of	of	ADP
esrj-68320	50	37	wells	wells	PROPN
esrj-68320	50	38	.	.	PUNCT
esrj-68320	51	1	a	a	DET
esrj-68320	51	2	marine	marine	ADJ
esrj-68320	51	3	transgression	transgression	NOUN
esrj-68320	51	4	began	begin	VERB
esrj-68320	51	5	at	at	ADP
esrj-68320	51	6	aptian	aptian	ADJ
esrj-68320	51	7	times	time	NOUN
esrj-68320	51	8	in	in	ADP
esrj-68320	51	9	the	the	DET
esrj-68320	51	10	basin	basin	NOUN
esrj-68320	51	11	,	,	PUNCT
esrj-68320	51	12	starting	start	VERB
esrj-68320	51	13	sedimentation	sedimentation	NOUN
esrj-68320	51	14	of	of	ADP
esrj-68320	51	15	tibu	tibu	NOUN
esrj-68320	51	16	-	-	PUNCT
esrj-68320	51	17	mercedes	mercede	NOUN
esrj-68320	51	18	formations	formation	NOUN
esrj-68320	51	19	and	and	CCONJ
esrj-68320	51	20	creation	creation	NOUN
esrj-68320	51	21	of	of	ADP
esrj-68320	51	22	the	the	DET
esrj-68320	51	23	link	link	NOUN
esrj-68320	51	24	between	between	ADP
esrj-68320	51	25	maracaibo	maracaibo	PROPN
esrj-68320	51	26	and	and	CCONJ
esrj-68320	51	27	magdalena	magdalena	PROPN
esrj-68320	51	28	river	river	PROPN
esrj-68320	51	29	basins	basin	NOUN
esrj-68320	51	30	(	(	PUNCT
esrj-68320	51	31	toussaint	toussaint	PROPN
esrj-68320	51	32	et	et	PROPN
esrj-68320	51	33	al	al	PROPN
esrj-68320	51	34	.	.	PROPN
esrj-68320	51	35	,	,	PUNCT
esrj-68320	51	36	1995	1995	NUM
esrj-68320	51	37	)	)	PUNCT
esrj-68320	51	38	.	.	PUNCT
esrj-68320	52	1	this	this	DET
esrj-68320	52	2	marine	marine	ADJ
esrj-68320	52	3	transgression	transgression	NOUN
esrj-68320	52	4	was	be	AUX
esrj-68320	52	5	produced	produce	VERB
esrj-68320	52	6	by	by	ADP
esrj-68320	52	7	a	a	DET
esrj-68320	52	8	slow	slow	ADJ
esrj-68320	52	9	cooling	cool	VERB
esrj-68320	52	10	lithosphere	lithosphere	ADJ
esrj-68320	52	11	process	process	NOUN
esrj-68320	52	12	allowing	allow	VERB
esrj-68320	52	13	regional	regional	ADJ
esrj-68320	52	14	thermal	thermal	ADJ
esrj-68320	52	15	subsidence	subsidence	NOUN
esrj-68320	52	16	(	(	PUNCT
esrj-68320	52	17	sgc	sgc	PROPN
esrj-68320	52	18	,	,	PUNCT
esrj-68320	52	19	2015	2015	NUM
esrj-68320	52	20	)	)	PUNCT
esrj-68320	52	21	.	.	PUNCT
esrj-68320	53	1	the	the	DET
esrj-68320	53	2	catatumbo	catatumbo	NOUN
esrj-68320	53	3	sequence	sequence	NOUN
esrj-68320	53	4	studied	study	VERB
esrj-68320	53	5	in	in	ADP
esrj-68320	53	6	this	this	DET
esrj-68320	53	7	research	research	NOUN
esrj-68320	53	8	was	be	AUX
esrj-68320	53	9	deposited	deposit	VERB
esrj-68320	53	10	from	from	ADP
esrj-68320	53	11	aptian	aptian	ADJ
esrj-68320	53	12	to	to	ADP
esrj-68320	53	13	coniaician	coniaician	NOUN
esrj-68320	53	14	,	,	PUNCT
esrj-68320	53	15	where	where	SCONJ
esrj-68320	53	16	succession	succession	NOUN
esrj-68320	53	17	of	of	ADP
esrj-68320	53	18	tectonic	tectonic	ADJ
esrj-68320	53	19	events	event	NOUN
esrj-68320	53	20	along	along	ADP
esrj-68320	53	21	with	with	ADP
esrj-68320	53	22	right	right	ADJ
esrj-68320	53	23	environmental	environmental	ADJ
esrj-68320	53	24	conditions	condition	NOUN
esrj-68320	53	25	allowed	allow	VERB
esrj-68320	53	26	sedimentation	sedimentation	NOUN
esrj-68320	53	27	of	of	ADP
esrj-68320	53	28	several	several	ADJ
esrj-68320	53	29	calcareous	calcareous	ADJ
esrj-68320	53	30	lithologies	lithology	NOUN
esrj-68320	53	31	,	,	PUNCT
esrj-68320	53	32	resulting	result	VERB
esrj-68320	53	33	in	in	ADP
esrj-68320	53	34	a	a	DET
esrj-68320	53	35	very	very	ADV
esrj-68320	53	36	rich	rich	ADJ
esrj-68320	53	37	petroleum	petroleum	NOUN
esrj-68320	53	38	system	system	NOUN
esrj-68320	53	39	which	which	PRON
esrj-68320	53	40	have	have	AUX
esrj-68320	53	41	been	be	AUX
esrj-68320	53	42	producing	produce	VERB
esrj-68320	53	43	hydrocarbon	hydrocarbon	NOUN
esrj-68320	53	44	since	since	SCONJ
esrj-68320	53	45	the	the	DET
esrj-68320	53	46	beginning	beginning	NOUN
esrj-68320	53	47	of	of	ADP
esrj-68320	53	48	the	the	DET
esrj-68320	53	49	last	last	ADJ
esrj-68320	53	50	century	century	NOUN
esrj-68320	53	51	.	.	PUNCT
esrj-68320	54	1	2.1	2.1	NUM
esrj-68320	54	2	aguardiente	aguardiente	NOUN
esrj-68320	54	3	formation	formation	NOUN
esrj-68320	54	4	the	the	DET
esrj-68320	54	5	aguardiente	aguardiente	NOUN
esrj-68320	54	6	formation	formation	NOUN
esrj-68320	54	7	of	of	ADP
esrj-68320	54	8	lower	low	ADJ
esrj-68320	54	9	cretaceous	cretaceous	ADJ
esrj-68320	54	10	age	age	NOUN
esrj-68320	54	11	was	be	AUX
esrj-68320	54	12	partially	partially	ADV
esrj-68320	54	13	drilled	drill	VERB
esrj-68320	54	14	in	in	ADP
esrj-68320	54	15	the	the	DET
esrj-68320	54	16	six	six	NUM
esrj-68320	54	17	studied	studied	ADJ
esrj-68320	54	18	wells	well	NOUN
esrj-68320	54	19	of	of	ADP
esrj-68320	54	20	the	the	DET
esrj-68320	54	21	field	field	NOUN
esrj-68320	54	22	(	(	PUNCT
esrj-68320	54	23	figure	figure	NOUN
esrj-68320	54	24	2	2	NUM
esrj-68320	54	25	)	)	PUNCT
esrj-68320	54	26	.	.	PUNCT
esrj-68320	55	1	in	in	ADP
esrj-68320	55	2	the	the	DET
esrj-68320	55	3	area	area	NOUN
esrj-68320	55	4	,	,	PUNCT
esrj-68320	55	5	this	this	DET
esrj-68320	55	6	formation	formation	NOUN
esrj-68320	55	7	is	be	AUX
esrj-68320	55	8	composed	compose	VERB
esrj-68320	55	9	of	of	ADP
esrj-68320	55	10	calcareous	calcareous	ADJ
esrj-68320	55	11	from	from	ADP
esrj-68320	55	12	fine	fine	ADJ
esrj-68320	55	13	to	to	PART
esrj-68320	55	14	coarse	coarse	ADV
esrj-68320	55	15	-	-	PUNCT
esrj-68320	55	16	grained	grain	VERB
esrj-68320	55	17	crossbedded	crossbedde	VERB
esrj-68320	55	18	glauconitic	glauconitic	ADJ
esrj-68320	55	19	sandstone	sandstone	NOUN
esrj-68320	55	20	(	(	PUNCT
esrj-68320	55	21	notestein	notestein	ADV
esrj-68320	55	22	et	et	PROPN
esrj-68320	55	23	al	al	PROPN
esrj-68320	55	24	.	.	PROPN
esrj-68320	55	25	,	,	PUNCT
esrj-68320	55	26	1944	1944	NUM
esrj-68320	55	27	)	)	PUNCT
esrj-68320	55	28	;	;	PUNCT
esrj-68320	55	29	in	in	ADP
esrj-68320	55	30	very	very	ADV
esrj-68320	55	31	low	low	ADJ
esrj-68320	55	32	proportion	proportion	NOUN
esrj-68320	55	33	beds	bed	NOUN
esrj-68320	55	34	and	and	CCONJ
esrj-68320	55	35	thin	thin	ADJ
esrj-68320	55	36	laminated	laminated	ADJ
esrj-68320	55	37	carbonaceous	carbonaceous	ADJ
esrj-68320	55	38	-	-	PUNCT
esrj-68320	55	39	micaceous	micaceous	ADJ
esrj-68320	55	40	shales	shale	NOUN
esrj-68320	55	41	and	and	CCONJ
esrj-68320	55	42	thin	thin	ADJ
esrj-68320	55	43	beds	bed	NOUN
esrj-68320	55	44	of	of	ADP
esrj-68320	55	45	laminated	laminate	VERB
esrj-68320	55	46	limestones	limestone	NOUN
esrj-68320	55	47	can	can	AUX
esrj-68320	55	48	be	be	AUX
esrj-68320	55	49	observed	observe	VERB
esrj-68320	55	50	(	(	PUNCT
esrj-68320	55	51	ecopetrol	ecopetrol	NOUN
esrj-68320	55	52	,	,	PUNCT
esrj-68320	55	53	2012	2012	NUM
esrj-68320	55	54	)	)	PUNCT
esrj-68320	55	55	.	.	PUNCT
esrj-68320	56	1	calcareous	calcareous	ADJ
esrj-68320	56	2	sandstones	sandstone	NOUN
esrj-68320	56	3	of	of	ADP
esrj-68320	56	4	this	this	DET
esrj-68320	56	5	formation	formation	NOUN
esrj-68320	56	6	appear	appear	VERB
esrj-68320	56	7	with	with	ADP
esrj-68320	56	8	light	light	ADJ
esrj-68320	56	9	colors	color	NOUN
esrj-68320	56	10	in	in	ADP
esrj-68320	56	11	resistive	resistive	ADJ
esrj-68320	56	12	image	image	NOUN
esrj-68320	56	13	(	(	PUNCT
esrj-68320	56	14	low	low	ADJ
esrj-68320	56	15	conductivity	conductivity	NOUN
esrj-68320	56	16	)	)	PUNCT
esrj-68320	56	17	,	,	PUNCT
esrj-68320	56	18	also	also	ADV
esrj-68320	56	19	shows	show	VERB
esrj-68320	56	20	low	low	ADJ
esrj-68320	56	21	gamma	gamma	NOUN
esrj-68320	56	22	rays	ray	NOUN
esrj-68320	56	23	reading	reading	NOUN
esrj-68320	56	24	and	and	CCONJ
esrj-68320	56	25	density	density	NOUN
esrj-68320	56	26	mainly	mainly	ADV
esrj-68320	56	27	dominated	dominate	VERB
esrj-68320	56	28	by	by	ADP
esrj-68320	56	29	sandstone	sandstone	NOUN
esrj-68320	56	30	matrix	matrix	NOUN
esrj-68320	56	31	.	.	PUNCT
esrj-68320	57	1	abundant	abundant	ADJ
esrj-68320	57	2	glauconite	glauconite	ADJ
esrj-68320	57	3	and	and	CCONJ
esrj-68320	57	4	local	local	ADJ
esrj-68320	57	5	concentrations	concentration	NOUN
esrj-68320	57	6	of	of	ADP
esrj-68320	57	7	shell	shell	ADJ
esrj-68320	57	8	fragments	fragment	NOUN
esrj-68320	57	9	indicate	indicate	VERB
esrj-68320	57	10	deposition	deposition	NOUN
esrj-68320	57	11	in	in	ADP
esrj-68320	57	12	a	a	DET
esrj-68320	57	13	marginal	marginal	ADJ
esrj-68320	57	14	marine	marine	ADJ
esrj-68320	57	15	environment	environment	NOUN
esrj-68320	57	16	,	,	PUNCT
esrj-68320	57	17	where	where	SCONJ
esrj-68320	57	18	sediments	sediment	NOUN
esrj-68320	57	19	rework	rework	NOUN
esrj-68320	57	20	was	be	AUX
esrj-68320	57	21	conducted	conduct	VERB
esrj-68320	57	22	by	by	ADP
esrj-68320	57	23	tidal	tidal	ADJ
esrj-68320	57	24	or	or	CCONJ
esrj-68320	57	25	wave	wave	NOUN
esrj-68320	57	26	action	action	NOUN
esrj-68320	57	27	.	.	PUNCT
esrj-68320	58	1	it	it	PRON
esrj-68320	58	2	is	be	AUX
esrj-68320	58	3	considered	consider	VERB
esrj-68320	58	4	that	that	SCONJ
esrj-68320	58	5	this	this	DET
esrj-68320	58	6	sequence	sequence	NOUN
esrj-68320	58	7	may	may	AUX
esrj-68320	58	8	have	have	AUX
esrj-68320	58	9	been	be	AUX
esrj-68320	58	10	deposited	deposit	VERB
esrj-68320	58	11	in	in	ADP
esrj-68320	58	12	marginal	marginal	ADJ
esrj-68320	58	13	marine	marine	ADJ
esrj-68320	58	14	environments	environment	NOUN
esrj-68320	58	15	representing	represent	VERB
esrj-68320	58	16	an	an	DET
esrj-68320	58	17	estuarine	estuarine	NOUN
esrj-68320	58	18	sedimentation	sedimentation	NOUN
esrj-68320	58	19	in	in	ADP
esrj-68320	58	20	this	this	DET
esrj-68320	58	21	part	part	NOUN
esrj-68320	58	22	of	of	ADP
esrj-68320	58	23	the	the	DET
esrj-68320	58	24	basin	basin	NOUN
esrj-68320	58	25	(	(	PUNCT
esrj-68320	58	26	aip	aip	PROPN
esrj-68320	58	27	,	,	PUNCT
esrj-68320	58	28	2009	2009	NUM
esrj-68320	58	29	)	)	PUNCT
esrj-68320	58	30	.	.	PUNCT
esrj-68320	59	1	2.2	2.2	NUM
esrj-68320	59	2	capacho	capacho	NOUN
esrj-68320	59	3	formation	formation	NOUN
esrj-68320	59	4	the	the	DET
esrj-68320	59	5	capacho	capacho	NOUN
esrj-68320	59	6	formation	formation	NOUN
esrj-68320	59	7	(	(	PUNCT
esrj-68320	59	8	upper	upper	ADJ
esrj-68320	59	9	cretaceous	cretaceous	ADJ
esrj-68320	59	10	figure	figure	NOUN
esrj-68320	59	11	2	2	NUM
esrj-68320	59	12	)	)	PUNCT
esrj-68320	59	13	is	be	AUX
esrj-68320	59	14	mainly	mainly	ADV
esrj-68320	59	15	composed	compose	VERB
esrj-68320	59	16	of	of	ADP
esrj-68320	59	17	dark	dark	ADJ
esrj-68320	59	18	-	-	PUNCT
esrj-68320	59	19	gray	gray	ADJ
esrj-68320	59	20	to	to	ADP
esrj-68320	59	21	black	black	ADJ
esrj-68320	59	22	shales	shale	NOUN
esrj-68320	59	23	,	,	PUNCT
esrj-68320	59	24	interbedded	interbedde	VERB
esrj-68320	59	25	with	with	ADP
esrj-68320	59	26	fossiliferous	fossiliferous	ADJ
esrj-68320	59	27	limestones	limestone	NOUN
esrj-68320	59	28	,	,	PUNCT
esrj-68320	59	29	laminated	laminate	VERB
esrj-68320	59	30	limestone	limestone	NOUN
esrj-68320	59	31	and	and	CCONJ
esrj-68320	59	32	much	much	ADV
esrj-68320	59	33	less	less	ADJ
esrj-68320	59	34	proportion	proportion	NOUN
esrj-68320	59	35	fine	fine	ADV
esrj-68320	59	36	-	-	PUNCT
esrj-68320	59	37	grained	grain	VERB
esrj-68320	59	38	arenites	arenite	NOUN
esrj-68320	59	39	and	and	CCONJ
esrj-68320	59	40	siltstones	siltstone	NOUN
esrj-68320	59	41	(	(	PUNCT
esrj-68320	59	42	ecopetrol	ecopetrol	NOUN
esrj-68320	59	43	,	,	PUNCT
esrj-68320	59	44	2012	2012	NUM
esrj-68320	59	45	)	)	PUNCT
esrj-68320	59	46	.	.	PUNCT
esrj-68320	60	1	the	the	DET
esrj-68320	60	2	upper	upper	ADJ
esrj-68320	60	3	section	section	NOUN
esrj-68320	60	4	consists	consist	VERB
esrj-68320	60	5	of	of	ADP
esrj-68320	60	6	limestone	limestone	NOUN
esrj-68320	60	7	with	with	ADP
esrj-68320	60	8	bivalves	bivalve	NOUN
esrj-68320	60	9	(	(	PUNCT
esrj-68320	60	10	oysters	oyster	NOUN
esrj-68320	60	11	fossiliferous	fossiliferous	ADJ
esrj-68320	60	12	limestones	limestone	NOUN
esrj-68320	60	13	)	)	PUNCT
esrj-68320	60	14	,	,	PUNCT
esrj-68320	60	15	while	while	SCONJ
esrj-68320	60	16	the	the	DET
esrj-68320	60	17	rest	rest	NOUN
esrj-68320	60	18	of	of	ADP
esrj-68320	60	19	the	the	DET
esrj-68320	60	20	section	section	NOUN
esrj-68320	60	21	presents	present	VERB
esrj-68320	60	22	calcareous	calcareous	ADJ
esrj-68320	60	23	shales	shale	NOUN
esrj-68320	60	24	interbedded	interbedde	VERB
esrj-68320	60	25	with	with	ADP
esrj-68320	60	26	limestone	limestone	NOUN
esrj-68320	60	27	containing	contain	VERB
esrj-68320	60	28	varying	vary	VERB
esrj-68320	60	29	amounts	amount	NOUN
esrj-68320	60	30	of	of	ADP
esrj-68320	60	31	planktonic	planktonic	ADJ
esrj-68320	60	32	foraminifera	foraminifera	NOUN
esrj-68320	60	33	,	,	PUNCT
esrj-68320	60	34	glauconite	glauconite	NOUN
esrj-68320	60	35	,	,	PUNCT
esrj-68320	60	36	calcium	calcium	NOUN
esrj-68320	60	37	phosphate	phosphate	NOUN
esrj-68320	60	38	and	and	CCONJ
esrj-68320	60	39	organic	organic	ADJ
esrj-68320	60	40	matter	matter	NOUN
esrj-68320	60	41	.	.	PUNCT
esrj-68320	61	1	fossiliferous	fossiliferous	ADJ
esrj-68320	61	2	limestones	limestone	NOUN
esrj-68320	61	3	appear	appear	VERB
esrj-68320	61	4	with	with	ADP
esrj-68320	61	5	light	light	ADJ
esrj-68320	61	6	color	color	NOUN
esrj-68320	61	7	and	and	CCONJ
esrj-68320	61	8	high	high	ADJ
esrj-68320	61	9	resistivity	resistivity	NOUN
esrj-68320	61	10	sections	section	NOUN
esrj-68320	61	11	in	in	ADP
esrj-68320	61	12	borehole	borehole	NOUN
esrj-68320	61	13	images	image	NOUN
esrj-68320	61	14	;	;	PUNCT
esrj-68320	61	15	shales	shale	NOUN
esrj-68320	61	16	show	show	VERB
esrj-68320	61	17	high	high	ADJ
esrj-68320	61	18	gamma	gamma	NOUN
esrj-68320	61	19	rays	ray	NOUN
esrj-68320	61	20	reading	read	VERB
esrj-68320	61	21	with	with	ADP
esrj-68320	61	22	density	density	NOUN
esrj-68320	61	23	matrix	matrix	NOUN
esrj-68320	61	24	mainly	mainly	ADV
esrj-68320	61	25	related	relate	VERB
esrj-68320	61	26	to	to	ADP
esrj-68320	61	27	clay	clay	NOUN
esrj-68320	61	28	minerals	mineral	NOUN
esrj-68320	61	29	.	.	PUNCT
esrj-68320	62	1	total	total	ADJ
esrj-68320	62	2	organic	organic	ADJ
esrj-68320	62	3	carbon	carbon	NOUN
esrj-68320	62	4	reported	report	VERB
esrj-68320	62	5	for	for	ADP
esrj-68320	62	6	this	this	DET
esrj-68320	62	7	formation	formation	NOUN
esrj-68320	62	8	is	be	AUX
esrj-68320	62	9	2.1	2.1	NUM
esrj-68320	62	10	%	%	NOUN
esrj-68320	62	11	with	with	ADP
esrj-68320	62	12	hydrogen	hydrogen	NOUN
esrj-68320	62	13	index	index	NOUN
esrj-68320	62	14	of	of	ADP
esrj-68320	62	15	350	350	NUM
esrj-68320	62	16	mg	mg	PROPN
esrj-68320	62	17	hc	hc	PROPN
esrj-68320	62	18	/	/	SYM
esrj-68320	62	19	g	g	NOUN
esrj-68320	62	20	and	and	CCONJ
esrj-68320	62	21	it	it	PRON
esrj-68320	62	22	is	be	AUX
esrj-68320	62	23	considered	consider	VERB
esrj-68320	62	24	one	one	NUM
esrj-68320	62	25	of	of	ADP
esrj-68320	62	26	the	the	DET
esrj-68320	62	27	source	source	NOUN
esrj-68320	62	28	rocks	rock	NOUN
esrj-68320	62	29	in	in	ADP
esrj-68320	62	30	the	the	DET
esrj-68320	62	31	basin	basin	NOUN
esrj-68320	62	32	(	(	PUNCT
esrj-68320	62	33	gonzales	gonzales	PROPN
esrj-68320	62	34	,	,	PUNCT
esrj-68320	62	35	et	et	PROPN
esrj-68320	62	36	al	al	PROPN
esrj-68320	62	37	.	.	PROPN
esrj-68320	62	38	,	,	PUNCT
esrj-68320	62	39	2009	2009	NUM
esrj-68320	62	40	)	)	PUNCT
esrj-68320	62	41	.	.	PUNCT
esrj-68320	63	1	the	the	DET
esrj-68320	63	2	rocks	rock	NOUN
esrj-68320	63	3	of	of	ADP
esrj-68320	63	4	lower	low	ADJ
esrj-68320	63	5	part	part	NOUN
esrj-68320	63	6	in	in	ADP
esrj-68320	63	7	this	this	DET
esrj-68320	63	8	formation	formation	NOUN
esrj-68320	63	9	were	be	AUX
esrj-68320	63	10	deposited	deposit	VERB
esrj-68320	63	11	in	in	ADP
esrj-68320	63	12	less	less	ADJ
esrj-68320	63	13	oxygenated	oxygenated	ADJ
esrj-68320	63	14	deep	deep	ADJ
esrj-68320	63	15	marine	marine	ADJ
esrj-68320	63	16	zones	zone	NOUN
esrj-68320	63	17	,	,	PUNCT
esrj-68320	63	18	while	while	SCONJ
esrj-68320	63	19	rocks	rock	NOUN
esrj-68320	63	20	found	find	VERB
esrj-68320	63	21	in	in	ADP
esrj-68320	63	22	the	the	DET
esrj-68320	63	23	top	top	NOUN
esrj-68320	63	24	are	be	AUX
esrj-68320	63	25	associated	associate	VERB
esrj-68320	63	26	with	with	ADP
esrj-68320	63	27	shallow	shallow	ADJ
esrj-68320	63	28	marine	marine	ADJ
esrj-68320	63	29	deposits	deposit	NOUN
esrj-68320	63	30	(	(	PUNCT
esrj-68320	63	31	aip	aip	PROPN
esrj-68320	63	32	,	,	PUNCT
esrj-68320	63	33	2009	2009	NUM
esrj-68320	63	34	)	)	PUNCT
esrj-68320	63	35	.	.	PUNCT
esrj-68320	64	1	the	the	DET
esrj-68320	64	2	capacho	capacho	NOUN
esrj-68320	64	3	formation	formation	NOUN
esrj-68320	64	4	was	be	AUX
esrj-68320	64	5	totally	totally	ADV
esrj-68320	64	6	drilled	drill	VERB
esrj-68320	64	7	in	in	ADP
esrj-68320	64	8	the	the	DET
esrj-68320	64	9	six	six	NUM
esrj-68320	64	10	study	study	NOUN
esrj-68320	64	11	wells	well	NOUN
esrj-68320	64	12	showing	show	VERB
esrj-68320	64	13	thickness	thickness	NOUN
esrj-68320	64	14	from	from	ADP
esrj-68320	64	15	253.59	253.59	NUM
esrj-68320	64	16	m	m	NOUN
esrj-68320	64	17	to	to	ADP
esrj-68320	64	18	282.24	282.24	NUM
esrj-68320	64	19	m.	m.	NOUN
esrj-68320	64	20	figure	figure	NOUN
esrj-68320	64	21	1	1	NUM
esrj-68320	64	22	.	.	NOUN
esrj-68320	64	23	catatumbo	catatumbo	PROPN
esrj-68320	64	24	basin	basin	PROPN
esrj-68320	64	25	in	in	ADP
esrj-68320	64	26	northern	northern	ADJ
esrj-68320	64	27	colombia	colombia	PROPN
esrj-68320	64	28	(	(	PUNCT
esrj-68320	64	29	purple	purple	ADJ
esrj-68320	64	30	line	line	NOUN
esrj-68320	64	31	)	)	PUNCT
esrj-68320	64	32	south	south	PROPN
esrj-68320	64	33	america	america	PROPN
esrj-68320	64	34	and	and	CCONJ
esrj-68320	64	35	the	the	DET
esrj-68320	64	36	study	study	NOUN
esrj-68320	64	37	field	field	NOUN
esrj-68320	64	38	(	(	PUNCT
esrj-68320	64	39	red	red	ADJ
esrj-68320	64	40	square	square	NOUN
esrj-68320	64	41	)	)	PUNCT
esrj-68320	64	42	.	.	PUNCT
esrj-68320	65	1	2	2	X
esrj-68320	65	2	.	.	X
esrj-68320	65	3	geological	geological	ADJ
esrj-68320	65	4	setting	set	VERB
esrj-68320	65	5	the	the	DET
esrj-68320	65	6	catatumbo	catatumbo	NOUN
esrj-68320	65	7	basin	basin	NOUN
esrj-68320	65	8	is	be	AUX
esrj-68320	65	9	limited	limit	VERB
esrj-68320	65	10	by	by	ADP
esrj-68320	65	11	the	the	DET
esrj-68320	65	12	serrania	serrania	NOUN
esrj-68320	65	13	of	of	ADP
esrj-68320	65	14	perija	perija	NOUN
esrj-68320	65	15	and	and	CCONJ
esrj-68320	65	16	santander	santander	NOUN
esrj-68320	65	17	massif	massif	NOUN
esrj-68320	65	18	to	to	ADP
esrj-68320	65	19	west	west	NOUN
esrj-68320	65	20	-	-	PUNCT
esrj-68320	65	21	southwest	southwest	PROPN
esrj-68320	65	22	and	and	CCONJ
esrj-68320	65	23	merida	merida	PROPN
esrj-68320	65	24	andes	andes	PROPN
esrj-68320	65	25	to	to	ADP
esrj-68320	65	26	southeast	southeast	PROPN
esrj-68320	65	27	(	(	PUNCT
esrj-68320	65	28	figure	figure	NOUN
esrj-68320	65	29	1	1	NUM
esrj-68320	65	30	)	)	PUNCT
esrj-68320	65	31	.	.	PUNCT
esrj-68320	66	1	the	the	DET
esrj-68320	66	2	cretaceous	cretaceous	ADJ
esrj-68320	66	3	rocks	rock	NOUN
esrj-68320	66	4	are	be	AUX
esrj-68320	66	5	limestones	limestone	NOUN
esrj-68320	66	6	,	,	PUNCT
esrj-68320	66	7	shales	shale	NOUN
esrj-68320	66	8	and	and	CCONJ
esrj-68320	66	9	marine	marine	ADJ
esrj-68320	66	10	sandstones	sandstone	NOUN
esrj-68320	66	11	deposited	deposit	VERB
esrj-68320	66	12	in	in	ADP
esrj-68320	66	13	shallow	shallow	ADJ
esrj-68320	66	14	sea	sea	NOUN
esrj-68320	66	15	environments	environment	NOUN
esrj-68320	66	16	that	that	PRON
esrj-68320	66	17	extended	extend	VERB
esrj-68320	66	18	across	across	ADP
esrj-68320	66	19	northern	northern	ADJ
esrj-68320	66	20	venezuela	venezuela	PROPN
esrj-68320	66	21	and	and	CCONJ
esrj-68320	66	22	continued	continue	VERB
esrj-68320	66	23	south	south	PROPN
esrj-68320	66	24	through	through	ADP
esrj-68320	66	25	colombia	colombia	PROPN
esrj-68320	66	26	to	to	ADP
esrj-68320	66	27	the	the	DET
esrj-68320	66	28	south	south	NOUN
esrj-68320	66	29	;	;	PUNCT
esrj-68320	66	30	cenozoic	cenozoic	PROPN
esrj-68320	66	31	rocks	rock	NOUN
esrj-68320	66	32	are	be	AUX
esrj-68320	66	33	fluvialg	fluvialg	PROPN
esrj-68320	67	1	e	e	NOUN
esrj-68320	67	2	o	o	X
esrj-68320	67	3	ph	ph	X
esrj-68320	67	4	y	y	PROPN
esrj-68320	67	5	si	si	PROPN
esrj-68320	67	6	c	c	PROPN
esrj-68320	67	7	s	s	PROPN
esrj-68320	67	8	77automatic	77automatic	ADJ
esrj-68320	67	9	identification	identification	NOUN
esrj-68320	67	10	of	of	ADP
esrj-68320	67	11	calcareous	calcareous	ADJ
esrj-68320	67	12	lithologies	lithology	NOUN
esrj-68320	67	13	using	use	VERB
esrj-68320	67	14	support	support	NOUN
esrj-68320	67	15	vector	vector	NOUN
esrj-68320	67	16	machines	machine	NOUN
esrj-68320	67	17	,	,	PUNCT
esrj-68320	67	18	borehole	borehole	NOUN
esrj-68320	67	19	logs	log	NOUN
esrj-68320	67	20	and	and	CCONJ
esrj-68320	67	21	fractal	fractal	ADJ
esrj-68320	67	22	dimension	dimension	NOUN
esrj-68320	67	23	of	of	ADP
esrj-68320	67	24	borehole	borehole	NOUN
esrj-68320	67	25	electrical	electrical	ADJ
esrj-68320	67	26	imaging	imaging	NOUN
esrj-68320	67	27	.	.	PUNCT
esrj-68320	68	1	2.3	2.3	NUM
esrj-68320	68	2	la	la	PROPN
esrj-68320	68	3	luna	luna	PROPN
esrj-68320	68	4	formation	formation	VERB
esrj-68320	68	5	the	the	DET
esrj-68320	68	6	upper	upper	ADJ
esrj-68320	68	7	cretaceous	cretaceous	NOUN
esrj-68320	68	8	la	la	PROPN
esrj-68320	68	9	luna	luna	PROPN
esrj-68320	68	10	formation	formation	NOUN
esrj-68320	68	11	(	(	PUNCT
esrj-68320	68	12	figure	figure	NOUN
esrj-68320	68	13	2	2	NUM
esrj-68320	68	14	)	)	PUNCT
esrj-68320	68	15	was	be	AUX
esrj-68320	68	16	partially	partially	ADV
esrj-68320	68	17	logged	log	VERB
esrj-68320	68	18	in	in	ADP
esrj-68320	68	19	the	the	DET
esrj-68320	68	20	wells	well	NOUN
esrj-68320	68	21	of	of	ADP
esrj-68320	68	22	this	this	DET
esrj-68320	68	23	research	research	NOUN
esrj-68320	68	24	and	and	CCONJ
esrj-68320	68	25	it	it	PRON
esrj-68320	68	26	mainly	mainly	ADV
esrj-68320	68	27	consists	consist	VERB
esrj-68320	68	28	of	of	ADP
esrj-68320	68	29	calcareous	calcareous	ADJ
esrj-68320	68	30	shale	shale	NOUN
esrj-68320	68	31	interbedded	interbedde	VERB
esrj-68320	68	32	with	with	ADP
esrj-68320	68	33	limestone	limestone	NOUN
esrj-68320	68	34	.	.	PUNCT
esrj-68320	69	1	the	the	DET
esrj-68320	69	2	lithologies	lithology	NOUN
esrj-68320	69	3	in	in	ADP
esrj-68320	69	4	this	this	DET
esrj-68320	69	5	formation	formation	NOUN
esrj-68320	69	6	are	be	AUX
esrj-68320	69	7	composed	compose	VERB
esrj-68320	69	8	of	of	ADP
esrj-68320	69	9	hard	hard	ADJ
esrj-68320	69	10	dark	dark	ADJ
esrj-68320	69	11	-	-	PUNCT
esrj-68320	69	12	gray	gray	ADJ
esrj-68320	69	13	abundantly	abundantly	ADV
esrj-68320	69	14	foraminiferal	foraminiferal	ADJ
esrj-68320	69	15	limestones	limestone	NOUN
esrj-68320	69	16	and	and	CCONJ
esrj-68320	69	17	hard	hard	ADJ
esrj-68320	69	18	black	black	ADJ
esrj-68320	69	19	highly	highly	ADV
esrj-68320	69	20	calcareous	calcareous	ADJ
esrj-68320	69	21	platy	platy	NOUN
esrj-68320	69	22	bituminous	bituminous	ADJ
esrj-68320	69	23	shales	shale	NOUN
esrj-68320	69	24	.	.	PUNCT
esrj-68320	70	1	bands	band	NOUN
esrj-68320	70	2	and	and	CCONJ
esrj-68320	70	3	nodules	nodule	NOUN
esrj-68320	70	4	of	of	ADP
esrj-68320	70	5	black	black	ADJ
esrj-68320	70	6	chert	chert	NOUN
esrj-68320	70	7	are	be	AUX
esrj-68320	70	8	present	present	ADJ
esrj-68320	70	9	in	in	ADP
esrj-68320	70	10	very	very	ADV
esrj-68320	70	11	minor	minor	ADJ
esrj-68320	70	12	amount	amount	NOUN
esrj-68320	70	13	,	,	PUNCT
esrj-68320	70	14	more	more	ADV
esrj-68320	70	15	numerous	numerous	ADJ
esrj-68320	70	16	in	in	ADP
esrj-68320	70	17	the	the	DET
esrj-68320	70	18	upper	upper	ADJ
esrj-68320	70	19	part	part	NOUN
esrj-68320	70	20	.	.	PUNCT
esrj-68320	71	1	concretionary	concretionary	ADJ
esrj-68320	71	2	masses	masse	NOUN
esrj-68320	71	3	of	of	ADP
esrj-68320	71	4	dense	dense	ADJ
esrj-68320	71	5	gray	gray	ADJ
esrj-68320	71	6	limestone	limestone	NOUN
esrj-68320	71	7	,	,	PUNCT
esrj-68320	71	8	ranging	range	VERB
esrj-68320	71	9	from	from	ADP
esrj-68320	71	10	few	few	ADJ
esrj-68320	71	11	centimeters	centimeter	NOUN
esrj-68320	71	12	to	to	ADP
esrj-68320	71	13	75	75	NUM
esrj-68320	71	14	centimeters	centimeter	NOUN
esrj-68320	71	15	in	in	ADP
esrj-68320	71	16	size	size	NOUN
esrj-68320	71	17	,	,	PUNCT
esrj-68320	71	18	are	be	AUX
esrj-68320	71	19	characteristic	characteristic	ADJ
esrj-68320	71	20	of	of	ADP
esrj-68320	71	21	the	the	DET
esrj-68320	71	22	formation	formation	NOUN
esrj-68320	71	23	(	(	PUNCT
esrj-68320	71	24	notestein	notestein	ADV
esrj-68320	71	25	et	et	PROPN
esrj-68320	71	26	al	al	PROPN
esrj-68320	71	27	.	.	PROPN
esrj-68320	71	28	,	,	PUNCT
esrj-68320	71	29	1944	1944	NUM
esrj-68320	71	30	)	)	PUNCT
esrj-68320	71	31	.	.	PUNCT
esrj-68320	72	1	this	this	DET
esrj-68320	72	2	formation	formation	NOUN
esrj-68320	72	3	shows	show	VERB
esrj-68320	72	4	high	high	ADJ
esrj-68320	72	5	/	/	SYM
esrj-68320	72	6	medium	medium	NOUN
esrj-68320	72	7	gamma	gamma	NOUN
esrj-68320	72	8	rays	ray	NOUN
esrj-68320	72	9	reading	read	VERB
esrj-68320	72	10	with	with	ADP
esrj-68320	72	11	density	density	NOUN
esrj-68320	72	12	matrix	matrix	NOUN
esrj-68320	72	13	and	and	CCONJ
esrj-68320	72	14	photoelectric	photoelectric	ADJ
esrj-68320	72	15	factor	factor	NOUN
esrj-68320	72	16	related	relate	VERB
esrj-68320	72	17	to	to	ADP
esrj-68320	72	18	carbonate	carbonate	NOUN
esrj-68320	72	19	minerals	mineral	NOUN
esrj-68320	72	20	.	.	PUNCT
esrj-68320	73	1	total	total	ADJ
esrj-68320	73	2	organic	organic	ADJ
esrj-68320	73	3	carbon	carbon	NOUN
esrj-68320	73	4	for	for	ADP
esrj-68320	73	5	this	this	DET
esrj-68320	73	6	formation	formation	NOUN
esrj-68320	73	7	is	be	AUX
esrj-68320	73	8	3.20	3.20	NUM
esrj-68320	73	9	%	%	NOUN
esrj-68320	73	10	with	with	ADP
esrj-68320	73	11	hydrogen	hydrogen	NOUN
esrj-68320	73	12	index	index	NOUN
esrj-68320	73	13	of	of	ADP
esrj-68320	73	14	300	300	NUM
esrj-68320	73	15	mg	mg	NOUN
esrj-68320	73	16	hc	hc	PROPN
esrj-68320	73	17	/	/	SYM
esrj-68320	73	18	g	g	PROPN
esrj-68320	73	19	(	(	PUNCT
esrj-68320	73	20	gonzales	gonzales	PROPN
esrj-68320	73	21	,	,	PUNCT
esrj-68320	73	22	et	et	PROPN
esrj-68320	73	23	al	al	PROPN
esrj-68320	73	24	.	.	PROPN
esrj-68320	73	25	,	,	PUNCT
esrj-68320	73	26	2009	2009	NUM
esrj-68320	73	27	)	)	PUNCT
esrj-68320	73	28	,	,	PUNCT
esrj-68320	73	29	and	and	CCONJ
esrj-68320	73	30	it	it	PRON
esrj-68320	73	31	is	be	AUX
esrj-68320	73	32	considered	consider	VERB
esrj-68320	73	33	the	the	DET
esrj-68320	73	34	main	main	ADJ
esrj-68320	73	35	source	source	NOUN
esrj-68320	73	36	rocks	rock	NOUN
esrj-68320	73	37	for	for	ADP
esrj-68320	73	38	the	the	DET
esrj-68320	73	39	entire	entire	ADJ
esrj-68320	73	40	basin	basin	NOUN
esrj-68320	73	41	in	in	ADP
esrj-68320	73	42	colombia	colombia	PROPN
esrj-68320	73	43	and	and	CCONJ
esrj-68320	73	44	venezuela	venezuela	PROPN
esrj-68320	73	45	(	(	PUNCT
esrj-68320	73	46	maracaibo	maracaibo	PROPN
esrj-68320	73	47	basin	basin	PROPN
esrj-68320	73	48	)	)	PUNCT
esrj-68320	73	49	.	.	PUNCT
esrj-68320	74	1	the	the	DET
esrj-68320	74	2	textural	textural	ADJ
esrj-68320	74	3	features	feature	NOUN
esrj-68320	74	4	interpreted	interpret	VERB
esrj-68320	74	5	are	be	AUX
esrj-68320	74	6	indicating	indicate	VERB
esrj-68320	74	7	deposition	deposition	NOUN
esrj-68320	74	8	in	in	ADP
esrj-68320	74	9	normal	normal	ADJ
esrj-68320	74	10	marine	marine	ADJ
esrj-68320	74	11	conditions	condition	NOUN
esrj-68320	74	12	,	,	PUNCT
esrj-68320	74	13	clearly	clearly	ADV
esrj-68320	74	14	offshore	offshore	ADV
esrj-68320	74	15	,	,	PUNCT
esrj-68320	74	16	but	but	CCONJ
esrj-68320	74	17	not	not	PART
esrj-68320	74	18	in	in	ADP
esrj-68320	74	19	open	open	ADJ
esrj-68320	74	20	marine	marine	ADJ
esrj-68320	74	21	environments	environment	NOUN
esrj-68320	74	22	(	(	PUNCT
esrj-68320	74	23	aip	aip	PROPN
esrj-68320	74	24	,	,	PUNCT
esrj-68320	74	25	2009	2009	NUM
esrj-68320	74	26	)	)	PUNCT
esrj-68320	74	27	.	.	PUNCT
esrj-68320	75	1	there	there	PRON
esrj-68320	75	2	have	have	AUX
esrj-68320	75	3	been	be	AUX
esrj-68320	75	4	reported	report	VERB
esrj-68320	75	5	hydrocarbon	hydrocarbon	NOUN
esrj-68320	75	6	production	production	NOUN
esrj-68320	75	7	from	from	ADP
esrj-68320	75	8	naturally	naturally	ADV
esrj-68320	75	9	fractured	fracture	VERB
esrj-68320	75	10	intervals	interval	NOUN
esrj-68320	75	11	in	in	ADP
esrj-68320	75	12	la	la	PROPN
esrj-68320	75	13	luna	luna	PROPN
esrj-68320	75	14	formation	formation	NOUN
esrj-68320	75	15	(	(	PUNCT
esrj-68320	75	16	notestein	notestein	ADV
esrj-68320	75	17	,	,	PUNCT
esrj-68320	75	18	et	et	PROPN
esrj-68320	75	19	al	al	PROPN
esrj-68320	75	20	.	.	PROPN
esrj-68320	75	21	,	,	PUNCT
esrj-68320	75	22	1944	1944	NUM
esrj-68320	75	23	)	)	PUNCT
esrj-68320	75	24	,	,	PUNCT
esrj-68320	75	25	probably	probably	ADV
esrj-68320	75	26	related	relate	VERB
esrj-68320	75	27	to	to	ADP
esrj-68320	75	28	calcareous	calcareous	ADJ
esrj-68320	75	29	shale	shale	NOUN
esrj-68320	75	30	interbedded	interbedde	VERB
esrj-68320	75	31	with	with	ADP
esrj-68320	75	32	limestone	limestone	NOUN
esrj-68320	75	33	sections	section	NOUN
esrj-68320	75	34	similar	similar	ADJ
esrj-68320	75	35	than	than	SCONJ
esrj-68320	75	36	observed	observe	VERB
esrj-68320	75	37	in	in	ADP
esrj-68320	75	38	the	the	DET
esrj-68320	75	39	six	six	NUM
esrj-68320	75	40	wells	well	NOUN
esrj-68320	75	41	of	of	ADP
esrj-68320	75	42	this	this	DET
esrj-68320	75	43	research	research	NOUN
esrj-68320	75	44	.	.	PUNCT
esrj-68320	76	1	3	3	X
esrj-68320	76	2	.	.	X
esrj-68320	76	3	data	datum	NOUN
esrj-68320	76	4	sets	set	VERB
esrj-68320	76	5	3.1	3.1	NUM
esrj-68320	76	6	gamma	gamma	PROPN
esrj-68320	76	7	ray	ray	PROPN
esrj-68320	76	8	logs	logs	PROPN
esrj-68320	76	9	gamma	gamma	PROPN
esrj-68320	76	10	ray	ray	PROPN
esrj-68320	76	11	logging	logging	NOUN
esrj-68320	76	12	is	be	AUX
esrj-68320	76	13	a	a	DET
esrj-68320	76	14	kind	kind	NOUN
esrj-68320	76	15	of	of	ADP
esrj-68320	76	16	nuclear	nuclear	ADJ
esrj-68320	76	17	measure	measure	NOUN
esrj-68320	76	18	of	of	ADP
esrj-68320	76	19	natural	natural	ADJ
esrj-68320	76	20	radioactivity	radioactivity	NOUN
esrj-68320	76	21	in	in	ADP
esrj-68320	76	22	formations	formation	NOUN
esrj-68320	76	23	and	and	CCONJ
esrj-68320	76	24	can	can	AUX
esrj-68320	76	25	be	be	AUX
esrj-68320	76	26	used	use	VERB
esrj-68320	76	27	to	to	PART
esrj-68320	76	28	identify	identify	VERB
esrj-68320	76	29	lithologies	lithology	NOUN
esrj-68320	76	30	,	,	PUNCT
esrj-68320	76	31	correlating	correlate	VERB
esrj-68320	76	32	zones	zone	NOUN
esrj-68320	76	33	and	and	CCONJ
esrj-68320	76	34	determination	determination	NOUN
esrj-68320	76	35	shale	shale	NOUN
esrj-68320	76	36	(	(	PUNCT
esrj-68320	76	37	clay	clay	NOUN
esrj-68320	76	38	)	)	PUNCT
esrj-68320	76	39	volumes	volume	NOUN
esrj-68320	76	40	(	(	PUNCT
esrj-68320	76	41	track	track	NOUN
esrj-68320	76	42	2	2	NUM
esrj-68320	76	43	figure	figure	NOUN
esrj-68320	76	44	3	3	NUM
esrj-68320	76	45	)	)	PUNCT
esrj-68320	76	46	.	.	PUNCT
esrj-68320	77	1	shale	shale	NOUN
esrj-68320	77	2	-	-	PUNCT
esrj-68320	77	3	free	free	ADJ
esrj-68320	77	4	sandstones	sandstone	NOUN
esrj-68320	77	5	and	and	CCONJ
esrj-68320	77	6	carbonates	carbonate	NOUN
esrj-68320	77	7	have	have	VERB
esrj-68320	77	8	low	low	ADJ
esrj-68320	77	9	concentrations	concentration	NOUN
esrj-68320	77	10	of	of	ADP
esrj-68320	77	11	radioactive	radioactive	ADJ
esrj-68320	77	12	material	material	NOUN
esrj-68320	77	13	and	and	CCONJ
esrj-68320	77	14	present	present	ADJ
esrj-68320	77	15	low	low	ADJ
esrj-68320	77	16	gamma	gamma	PROPN
esrj-68320	77	17	ray	ray	NOUN
esrj-68320	77	18	readings	reading	NOUN
esrj-68320	77	19	.	.	PUNCT
esrj-68320	78	1	as	as	SCONJ
esrj-68320	78	2	shale	shale	NOUN
esrj-68320	78	3	content	content	NOUN
esrj-68320	78	4	increases	increase	NOUN
esrj-68320	78	5	,	,	PUNCT
esrj-68320	78	6	the	the	DET
esrj-68320	78	7	gamma	gamma	PROPN
esrj-68320	78	8	ray	ray	PROPN
esrj-68320	78	9	response	response	NOUN
esrj-68320	78	10	increases	increase	NOUN
esrj-68320	78	11	because	because	SCONJ
esrj-68320	78	12	of	of	ADP
esrj-68320	78	13	the	the	DET
esrj-68320	78	14	concentration	concentration	NOUN
esrj-68320	78	15	of	of	ADP
esrj-68320	78	16	radioactive	radioactive	ADJ
esrj-68320	78	17	material	material	NOUN
esrj-68320	78	18	in	in	ADP
esrj-68320	78	19	shale	shale	NOUN
esrj-68320	78	20	.	.	PUNCT
esrj-68320	79	1	however	however	ADV
esrj-68320	79	2	,	,	PUNCT
esrj-68320	79	3	clean	clean	ADJ
esrj-68320	79	4	sandstone	sandstone	NOUN
esrj-68320	79	5	(	(	PUNCT
esrj-68320	79	6	i.e.	i.e.	X
esrj-68320	79	7	,	,	PUNCT
esrj-68320	79	8	with	with	ADP
esrj-68320	79	9	low	low	ADJ
esrj-68320	79	10	shale	shale	NOUN
esrj-68320	79	11	content	content	NOUN
esrj-68320	79	12	)	)	PUNCT
esrj-68320	79	13	might	might	AUX
esrj-68320	79	14	also	also	ADV
esrj-68320	79	15	produce	produce	VERB
esrj-68320	79	16	a	a	DET
esrj-68320	79	17	high	high	ADJ
esrj-68320	79	18	gamma	gamma	NOUN
esrj-68320	79	19	ray	ray	NOUN
esrj-68320	79	20	response	response	NOUN
esrj-68320	79	21	if	if	SCONJ
esrj-68320	79	22	the	the	DET
esrj-68320	79	23	sandstone	sandstone	NOUN
esrj-68320	79	24	contains	contain	VERB
esrj-68320	79	25	radioactive	radioactive	ADJ
esrj-68320	79	26	minerals	mineral	NOUN
esrj-68320	79	27	,	,	PUNCT
esrj-68320	79	28	or	or	CCONJ
esrj-68320	79	29	uranium	uranium	NOUN
esrj-68320	79	30	-	-	PUNCT
esrj-68320	79	31	rich	rich	ADJ
esrj-68320	79	32	waters	water	NOUN
esrj-68320	79	33	(	(	PUNCT
esrj-68320	79	34	asquith	asquith	PROPN
esrj-68320	79	35	g.	g.	PROPN
esrj-68320	79	36	&	&	CCONJ
esrj-68320	79	37	krygowski	krygowski	PROPN
esrj-68320	79	38	,	,	PUNCT
esrj-68320	79	39	d.	d.	PROPN
esrj-68320	79	40	,	,	PUNCT
esrj-68320	79	41	2004	2004	NUM
esrj-68320	79	42	)	)	PUNCT
esrj-68320	79	43	.	.	PUNCT
esrj-68320	80	1	the	the	DET
esrj-68320	80	2	gamma	gamma	PROPN
esrj-68320	80	3	ray	ray	PROPN
esrj-68320	80	4	data	datum	NOUN
esrj-68320	80	5	in	in	ADP
esrj-68320	80	6	this	this	DET
esrj-68320	80	7	research	research	NOUN
esrj-68320	80	8	correspond	correspond	NOUN
esrj-68320	80	9	to	to	ADP
esrj-68320	80	10	the	the	DET
esrj-68320	80	11	total	total	ADJ
esrj-68320	80	12	count	count	NOUN
esrj-68320	80	13	of	of	ADP
esrj-68320	80	14	radioactive	radioactive	ADJ
esrj-68320	80	15	elements	element	NOUN
esrj-68320	80	16	in	in	ADP
esrj-68320	80	17	the	the	DET
esrj-68320	80	18	formation	formation	NOUN
esrj-68320	80	19	,	,	PUNCT
esrj-68320	80	20	without	without	ADP
esrj-68320	80	21	differentiating	differentiate	VERB
esrj-68320	80	22	the	the	DET
esrj-68320	80	23	th	th	NOUN
esrj-68320	80	24	,	,	PUNCT
esrj-68320	80	25	u	u	NOUN
esrj-68320	80	26	,	,	PUNCT
esrj-68320	80	27	k	k	PROPN
esrj-68320	80	28	and	and	CCONJ
esrj-68320	80	29	other	other	ADJ
esrj-68320	80	30	radioactive	radioactive	ADJ
esrj-68320	80	31	minerals	mineral	NOUN
esrj-68320	80	32	content	content	NOUN
esrj-68320	80	33	.	.	PUNCT
esrj-68320	81	1	3.2	3.2	NUM
esrj-68320	81	2	photoelectric	photoelectric	ADJ
esrj-68320	81	3	factor	factor	NOUN
esrj-68320	81	4	the	the	DET
esrj-68320	81	5	photoelectric	photoelectric	ADJ
esrj-68320	81	6	factor	factor	NOUN
esrj-68320	81	7	is	be	AUX
esrj-68320	81	8	a	a	DET
esrj-68320	81	9	continuous	continuous	ADJ
esrj-68320	81	10	record	record	NOUN
esrj-68320	81	11	of	of	ADP
esrj-68320	81	12	the	the	DET
esrj-68320	81	13	effective	effective	ADJ
esrj-68320	81	14	photoelectric	photoelectric	ADJ
esrj-68320	81	15	absorption	absorption	NOUN
esrj-68320	81	16	cross	cross	PROPN
esrj-68320	81	17	section	section	PROPN
esrj-68320	81	18	index	index	NOUN
esrj-68320	81	19	or	or	CCONJ
esrj-68320	81	20	“	"	PUNCT
esrj-68320	81	21	pe	pe	PROPN
esrj-68320	81	22	”	"	PUNCT
esrj-68320	81	23	of	of	ADP
esrj-68320	81	24	a	a	DET
esrj-68320	81	25	formation	formation	NOUN
esrj-68320	81	26	.	.	PUNCT
esrj-68320	82	1	the	the	DET
esrj-68320	82	2	photoelectric	photoelectric	ADJ
esrj-68320	82	3	absorption	absorption	NOUN
esrj-68320	82	4	index	index	NOUN
esrj-68320	82	5	is	be	AUX
esrj-68320	82	6	strongly	strongly	ADV
esrj-68320	82	7	dependent	dependent	ADJ
esrj-68320	82	8	on	on	ADP
esrj-68320	82	9	the	the	DET
esrj-68320	82	10	average	average	ADJ
esrj-68320	82	11	atomic	atomic	ADJ
esrj-68320	82	12	number	number	NOUN
esrj-68320	82	13	,	,	PUNCT
esrj-68320	82	14	“	"	PUNCT
esrj-68320	82	15	z	z	NOUN
esrj-68320	82	16	”	"	PUNCT
esrj-68320	82	17	,	,	PUNCT
esrj-68320	82	18	(	(	PUNCT
esrj-68320	82	19	i.e.	i.e.	X
esrj-68320	82	20	atomic	atomic	ADJ
esrj-68320	82	21	complexity	complexity	NOUN
esrj-68320	82	22	)	)	PUNCT
esrj-68320	82	23	of	of	ADP
esrj-68320	82	24	the	the	DET
esrj-68320	82	25	constituents	constituent	NOUN
esrj-68320	82	26	of	of	ADP
esrj-68320	82	27	the	the	DET
esrj-68320	82	28	formation	formation	NOUN
esrj-68320	82	29	,	,	PUNCT
esrj-68320	82	30	which	which	PRON
esrj-68320	82	31	implies	imply	VERB
esrj-68320	82	32	the	the	DET
esrj-68320	82	33	composition	composition	NOUN
esrj-68320	82	34	and	and	CCONJ
esrj-68320	82	35	by	by	ADP
esrj-68320	82	36	inference	inference	NOUN
esrj-68320	82	37	,	,	PUNCT
esrj-68320	82	38	the	the	DET
esrj-68320	82	39	lithology	lithology	NOUN
esrj-68320	82	40	.	.	PUNCT
esrj-68320	83	1	in	in	ADP
esrj-68320	83	2	the	the	DET
esrj-68320	83	3	correct	correct	ADJ
esrj-68320	83	4	borehole	borehole	NOUN
esrj-68320	83	5	environment	environment	NOUN
esrj-68320	83	6	,	,	PUNCT
esrj-68320	83	7	it	it	PRON
esrj-68320	83	8	can	can	AUX
esrj-68320	83	9	be	be	AUX
esrj-68320	83	10	used	use	VERB
esrj-68320	83	11	as	as	ADP
esrj-68320	83	12	quantitative	quantitative	ADJ
esrj-68320	83	13	indicator	indicator	NOUN
esrj-68320	83	14	of	of	ADP
esrj-68320	83	15	lithology	lithology	NOUN
esrj-68320	83	16	and	and	CCONJ
esrj-68320	83	17	certain	certain	ADJ
esrj-68320	83	18	diagenetic	diagenetic	ADJ
esrj-68320	83	19	minerals	mineral	NOUN
esrj-68320	83	20	.	.	PUNCT
esrj-68320	84	1	the	the	DET
esrj-68320	84	2	use	use	NOUN
esrj-68320	84	3	of	of	ADP
esrj-68320	84	4	this	this	DET
esrj-68320	84	5	log	log	NOUN
esrj-68320	84	6	is	be	AUX
esrj-68320	84	7	severely	severely	ADV
esrj-68320	84	8	restricted	restrict	VERB
esrj-68320	84	9	by	by	ADP
esrj-68320	84	10	the	the	DET
esrj-68320	84	11	fact	fact	NOUN
esrj-68320	84	12	that	that	SCONJ
esrj-68320	84	13	it	it	PRON
esrj-68320	84	14	is	be	AUX
esrj-68320	84	15	ineffective	ineffective	ADJ
esrj-68320	84	16	in	in	ADP
esrj-68320	84	17	holes	hole	NOUN
esrj-68320	84	18	with	with	ADP
esrj-68320	84	19	barite	barite	NOUN
esrj-68320	84	20	weighted	weight	VERB
esrj-68320	84	21	mud	mud	NOUN
esrj-68320	84	22	,	,	PUNCT
esrj-68320	84	23	since	since	SCONJ
esrj-68320	84	24	the	the	DET
esrj-68320	84	25	photoelectric	photoelectric	ADJ
esrj-68320	84	26	absorption	absorption	NOUN
esrj-68320	84	27	index	index	NOUN
esrj-68320	84	28	for	for	ADP
esrj-68320	84	29	barite	barite	NOUN
esrj-68320	84	30	is	be	AUX
esrj-68320	84	31	nearly	nearly	ADV
esrj-68320	84	32	150	150	NUM
esrj-68320	84	33	times	time	NOUN
esrj-68320	84	34	than	than	ADP
esrj-68320	84	35	most	most	ADJ
esrj-68320	84	36	of	of	ADP
esrj-68320	84	37	the	the	DET
esrj-68320	84	38	common	common	ADJ
esrj-68320	84	39	minerals	mineral	NOUN
esrj-68320	84	40	and	and	CCONJ
esrj-68320	84	41	when	when	SCONJ
esrj-68320	84	42	present	present	ADJ
esrj-68320	84	43	will	will	AUX
esrj-68320	84	44	dominate	dominate	VERB
esrj-68320	84	45	the	the	DET
esrj-68320	84	46	log	log	NOUN
esrj-68320	84	47	response	response	NOUN
esrj-68320	84	48	(	(	PUNCT
esrj-68320	84	49	rider	rider	NOUN
esrj-68320	84	50	,	,	PUNCT
esrj-68320	84	51	2000	2000	NUM
esrj-68320	84	52	)	)	PUNCT
esrj-68320	84	53	;	;	PUNCT
esrj-68320	84	54	the	the	DET
esrj-68320	84	55	logs	log	NOUN
esrj-68320	84	56	of	of	ADP
esrj-68320	84	57	the	the	DET
esrj-68320	84	58	wells	well	NOUN
esrj-68320	84	59	in	in	ADP
esrj-68320	84	60	this	this	DET
esrj-68320	84	61	research	research	NOUN
esrj-68320	84	62	were	be	AUX
esrj-68320	84	63	acquired	acquire	VERB
esrj-68320	84	64	in	in	ADP
esrj-68320	84	65	free	free	ADJ
esrj-68320	84	66	barite	barite	NOUN
esrj-68320	84	67	muds	muds	PROPN
esrj-68320	84	68	(	(	PUNCT
esrj-68320	84	69	track	track	NOUN
esrj-68320	84	70	3	3	NUM
esrj-68320	84	71	figure	figure	NOUN
esrj-68320	84	72	3	3	NUM
esrj-68320	84	73	)	)	PUNCT
esrj-68320	84	74	.	.	PUNCT
esrj-68320	85	1	3.3	3.3	NUM
esrj-68320	85	2	neutron	neutron	NOUN
esrj-68320	85	3	logs	log	VERB
esrj-68320	85	4	neutron	neutron	NOUN
esrj-68320	85	5	logging	logging	NOUN
esrj-68320	85	6	(	(	PUNCT
esrj-68320	85	7	track	track	NOUN
esrj-68320	85	8	4	4	NUM
esrj-68320	85	9	figure	figure	NOUN
esrj-68320	85	10	3	3	NUM
esrj-68320	85	11	)	)	PUNCT
esrj-68320	85	12	is	be	AUX
esrj-68320	85	13	expressed	express	VERB
esrj-68320	85	14	in	in	ADP
esrj-68320	85	15	porosity	porosity	NOUN
esrj-68320	85	16	units	unit	NOUN
esrj-68320	85	17	and	and	CCONJ
esrj-68320	85	18	it	it	PRON
esrj-68320	85	19	is	be	AUX
esrj-68320	85	20	based	base	VERB
esrj-68320	85	21	on	on	ADP
esrj-68320	85	22	nuclear	nuclear	ADJ
esrj-68320	85	23	principles	principle	NOUN
esrj-68320	85	24	that	that	PRON
esrj-68320	85	25	measure	measure	VERB
esrj-68320	85	26	the	the	DET
esrj-68320	85	27	hydrogen	hydrogen	NOUN
esrj-68320	85	28	concentration	concentration	NOUN
esrj-68320	85	29	in	in	ADP
esrj-68320	85	30	the	the	DET
esrj-68320	85	31	empty	empty	ADJ
esrj-68320	85	32	space	space	NOUN
esrj-68320	85	33	of	of	ADP
esrj-68320	85	34	the	the	DET
esrj-68320	85	35	rocks	rock	NOUN
esrj-68320	85	36	.	.	PUNCT
esrj-68320	86	1	in	in	ADP
esrj-68320	86	2	clean	clean	ADJ
esrj-68320	86	3	formation	formation	NOUN
esrj-68320	86	4	(	(	PUNCT
esrj-68320	86	5	i.e.	i.e.	X
esrj-68320	86	6	,	,	PUNCT
esrj-68320	86	7	shale	shale	NOUN
esrj-68320	86	8	-	-	PUNCT
esrj-68320	86	9	free	free	ADJ
esrj-68320	86	10	)	)	PUNCT
esrj-68320	86	11	where	where	SCONJ
esrj-68320	86	12	the	the	DET
esrj-68320	86	13	porosity	porosity	NOUN
esrj-68320	86	14	is	be	AUX
esrj-68320	86	15	filled	fill	VERB
esrj-68320	86	16	with	with	ADP
esrj-68320	86	17	water	water	NOUN
esrj-68320	86	18	or	or	CCONJ
esrj-68320	86	19	oil	oil	NOUN
esrj-68320	86	20	,	,	PUNCT
esrj-68320	86	21	the	the	DET
esrj-68320	86	22	neutron	neutron	NOUN
esrj-68320	86	23	log	log	NOUN
esrj-68320	86	24	measures	measure	VERB
esrj-68320	86	25	liquid	liquid	NOUN
esrj-68320	86	26	-	-	PUNCT
esrj-68320	86	27	filled	fill	VERB
esrj-68320	86	28	porosity	porosity	NOUN
esrj-68320	86	29	.	.	PUNCT
esrj-68320	87	1	neutrons	neutron	NOUN
esrj-68320	87	2	are	be	AUX
esrj-68320	87	3	created	create	VERB
esrj-68320	87	4	from	from	ADP
esrj-68320	87	5	a	a	DET
esrj-68320	87	6	chemical	chemical	ADJ
esrj-68320	87	7	source	source	NOUN
esrj-68320	87	8	in	in	ADP
esrj-68320	87	9	the	the	DET
esrj-68320	87	10	logging	log	VERB
esrj-68320	87	11	tool	tool	NOUN
esrj-68320	87	12	;	;	PUNCT
esrj-68320	87	13	when	when	SCONJ
esrj-68320	87	14	these	these	DET
esrj-68320	87	15	neutrons	neutron	NOUN
esrj-68320	87	16	collide	collide	VERB
esrj-68320	87	17	with	with	ADP
esrj-68320	87	18	the	the	DET
esrj-68320	87	19	nuclei	nucleus	NOUN
esrj-68320	87	20	of	of	ADP
esrj-68320	87	21	the	the	DET
esrj-68320	87	22	formation	formation	NOUN
esrj-68320	87	23	they	they	PRON
esrj-68320	87	24	lose	lose	VERB
esrj-68320	87	25	some	some	PRON
esrj-68320	87	26	of	of	ADP
esrj-68320	87	27	its	its	PRON
esrj-68320	87	28	energy	energy	NOUN
esrj-68320	87	29	.	.	PUNCT
esrj-68320	88	1	with	with	ADP
esrj-68320	88	2	enough	enough	ADJ
esrj-68320	88	3	collisions	collision	NOUN
esrj-68320	88	4	,	,	PUNCT
esrj-68320	88	5	the	the	DET
esrj-68320	88	6	neutron	neutron	NOUN
esrj-68320	88	7	is	be	AUX
esrj-68320	88	8	absorbed	absorb	VERB
esrj-68320	88	9	by	by	ADP
esrj-68320	88	10	a	a	DET
esrj-68320	88	11	nucleus	nucleus	NOUN
esrj-68320	88	12	and	and	CCONJ
esrj-68320	88	13	a	a	DET
esrj-68320	88	14	gamma	gamma	NOUN
esrj-68320	88	15	ray	ray	NOUN
esrj-68320	88	16	is	be	AUX
esrj-68320	88	17	emitted	emit	VERB
esrj-68320	88	18	.	.	PUNCT
esrj-68320	89	1	because	because	SCONJ
esrj-68320	89	2	the	the	DET
esrj-68320	89	3	hydrogen	hydrogen	NOUN
esrj-68320	89	4	atom	atom	NOUN
esrj-68320	89	5	is	be	AUX
esrj-68320	89	6	almost	almost	ADV
esrj-68320	89	7	equal	equal	ADJ
esrj-68320	89	8	in	in	ADP
esrj-68320	89	9	mass	mass	NOUN
esrj-68320	89	10	to	to	ADP
esrj-68320	89	11	the	the	DET
esrj-68320	89	12	neutron	neutron	NOUN
esrj-68320	89	13	,	,	PUNCT
esrj-68320	89	14	maximum	maximum	ADJ
esrj-68320	89	15	energy	energy	NOUN
esrj-68320	89	16	loss	loss	NOUN
esrj-68320	89	17	occurs	occur	VERB
esrj-68320	89	18	when	when	SCONJ
esrj-68320	89	19	the	the	DET
esrj-68320	89	20	neutron	neutron	NOUN
esrj-68320	89	21	collide	collide	NOUN
esrj-68320	89	22	with	with	ADP
esrj-68320	89	23	a	a	DET
esrj-68320	89	24	hydrogen	hydrogen	NOUN
esrj-68320	89	25	atom	atom	NOUN
esrj-68320	89	26	.	.	PUNCT
esrj-68320	90	1	therefore	therefore	ADV
esrj-68320	90	2	,	,	PUNCT
esrj-68320	90	3	the	the	DET
esrj-68320	90	4	energy	energy	NOUN
esrj-68320	90	5	loss	loss	NOUN
esrj-68320	90	6	is	be	AUX
esrj-68320	90	7	dominated	dominate	VERB
esrj-68320	90	8	by	by	ADP
esrj-68320	90	9	the	the	DET
esrj-68320	90	10	formation	formation	NOUN
esrj-68320	90	11	hydrogen	hydrogen	NOUN
esrj-68320	90	12	concentration	concentration	NOUN
esrj-68320	90	13	(	(	PUNCT
esrj-68320	90	14	asquith	asquith	PROPN
esrj-68320	90	15	g.	g.	PROPN
esrj-68320	90	16	&	&	CCONJ
esrj-68320	90	17	krygowski	krygowski	PROPN
esrj-68320	90	18	,	,	PUNCT
esrj-68320	90	19	d.	d.	PROPN
esrj-68320	90	20	,	,	PUNCT
esrj-68320	90	21	2004	2004	NUM
esrj-68320	90	22	)	)	PUNCT
esrj-68320	90	23	.	.	PUNCT
esrj-68320	91	1	3.4	3.4	NUM
esrj-68320	91	2	borehole	borehole	NOUN
esrj-68320	91	3	electrical	electrical	ADJ
esrj-68320	91	4	imaging	imaging	NOUN
esrj-68320	91	5	the	the	DET
esrj-68320	91	6	resistive	resistive	ADJ
esrj-68320	91	7	image	image	NOUN
esrj-68320	91	8	logs	log	NOUN
esrj-68320	91	9	are	be	AUX
esrj-68320	91	10	acquired	acquire	VERB
esrj-68320	91	11	in	in	ADP
esrj-68320	91	12	wells	well	NOUN
esrj-68320	91	13	without	without	ADP
esrj-68320	91	14	casing	case	VERB
esrj-68320	91	15	providing	provide	VERB
esrj-68320	91	16	a	a	DET
esrj-68320	91	17	two	two	NUM
esrj-68320	91	18	dimension	dimension	NOUN
esrj-68320	91	19	image	image	NOUN
esrj-68320	91	20	of	of	ADP
esrj-68320	91	21	the	the	DET
esrj-68320	91	22	borehole	borehole	NOUN
esrj-68320	91	23	with	with	ADP
esrj-68320	91	24	vertical	vertical	ADJ
esrj-68320	91	25	resolution	resolution	NOUN
esrj-68320	91	26	of	of	ADP
esrj-68320	91	27	5.08	5.08	NUM
esrj-68320	91	28	millimeters	millimeter	NOUN
esrj-68320	91	29	(	(	PUNCT
esrj-68320	91	30	track	track	NOUN
esrj-68320	91	31	5	5	NUM
esrj-68320	91	32	figure	figure	NOUN
esrj-68320	91	33	3	3	NUM
esrj-68320	91	34	)	)	PUNCT
esrj-68320	91	35	.	.	PUNCT
esrj-68320	92	1	image	image	NOUN
esrj-68320	92	2	logs	log	NOUN
esrj-68320	92	3	allow	allow	VERB
esrj-68320	92	4	sedimentary	sedimentary	ADJ
esrj-68320	92	5	structures	structure	NOUN
esrj-68320	92	6	characterization	characterization	NOUN
esrj-68320	92	7	,	,	PUNCT
esrj-68320	92	8	thin	thin	ADJ
esrj-68320	92	9	layers	layer	NOUN
esrj-68320	92	10	evaluation	evaluation	NOUN
esrj-68320	92	11	,	,	PUNCT
esrj-68320	92	12	electrofacies	electrofacie	VERB
esrj-68320	92	13	analysis	analysis	NOUN
esrj-68320	92	14	and	and	CCONJ
esrj-68320	92	15	fractures	fracture	VERB
esrj-68320	92	16	identification	identification	NOUN
esrj-68320	92	17	.	.	PUNCT
esrj-68320	93	1	the	the	DET
esrj-68320	93	2	images	image	NOUN
esrj-68320	93	3	processing	processing	NOUN
esrj-68320	93	4	follows	follow	VERB
esrj-68320	93	5	a	a	DET
esrj-68320	93	6	standard	standard	ADJ
esrj-68320	93	7	sequence	sequence	NOUN
esrj-68320	93	8	,	,	PUNCT
esrj-68320	93	9	beginning	begin	VERB
esrj-68320	93	10	with	with	ADP
esrj-68320	93	11	data	datum	NOUN
esrj-68320	93	12	quality	quality	NOUN
esrj-68320	93	13	control	control	NOUN
esrj-68320	93	14	of	of	ADP
esrj-68320	93	15	magnetometer	magnetometer	NOUN
esrj-68320	93	16	and	and	CCONJ
esrj-68320	93	17	accelerometer	accelerometer	NOUN
esrj-68320	93	18	measurements	measurement	NOUN
esrj-68320	93	19	,	,	PUNCT
esrj-68320	93	20	which	which	PRON
esrj-68320	93	21	provide	provide	VERB
esrj-68320	93	22	information	information	NOUN
esrj-68320	93	23	about	about	ADP
esrj-68320	93	24	accurate	accurate	ADJ
esrj-68320	93	25	position	position	NOUN
esrj-68320	93	26	of	of	ADP
esrj-68320	93	27	all	all	DET
esrj-68320	93	28	elements	element	NOUN
esrj-68320	93	29	of	of	ADP
esrj-68320	93	30	the	the	DET
esrj-68320	93	31	tool	tool	NOUN
esrj-68320	93	32	in	in	ADP
esrj-68320	93	33	space	space	NOUN
esrj-68320	93	34	and	and	CCONJ
esrj-68320	93	35	therefore	therefore	ADV
esrj-68320	93	36	orientation	orientation	NOUN
esrj-68320	93	37	of	of	ADP
esrj-68320	93	38	all	all	DET
esrj-68320	93	39	handpicked	handpicke	VERB
esrj-68320	93	40	geological	geological	ADJ
esrj-68320	93	41	features	feature	NOUN
esrj-68320	93	42	.	.	PUNCT
esrj-68320	94	1	then	then	ADV
esrj-68320	94	2	,	,	PUNCT
esrj-68320	94	3	corrections	correction	NOUN
esrj-68320	94	4	of	of	ADP
esrj-68320	94	5	velocity	velocity	NOUN
esrj-68320	94	6	and	and	CCONJ
esrj-68320	94	7	acceleration	acceleration	NOUN
esrj-68320	94	8	that	that	SCONJ
esrj-68320	94	9	the	the	DET
esrj-68320	94	10	tool	tool	NOUN
esrj-68320	94	11	had	have	VERB
esrj-68320	94	12	at	at	ADP
esrj-68320	94	13	moment	moment	NOUN
esrj-68320	94	14	of	of	ADP
esrj-68320	94	15	data	datum	NOUN
esrj-68320	94	16	acquisition	acquisition	NOUN
esrj-68320	94	17	are	be	AUX
esrj-68320	94	18	performed	perform	VERB
esrj-68320	94	19	.	.	PUNCT
esrj-68320	95	1	finally	finally	ADV
esrj-68320	95	2	,	,	PUNCT
esrj-68320	95	3	dynamic	dynamic	ADJ
esrj-68320	95	4	and	and	CCONJ
esrj-68320	95	5	static	static	ADJ
esrj-68320	95	6	normalizations	normalization	NOUN
esrj-68320	95	7	of	of	ADP
esrj-68320	95	8	resistivity	resistivity	NOUN
esrj-68320	95	9	data	datum	NOUN
esrj-68320	95	10	are	be	AUX
esrj-68320	95	11	applied	apply	VERB
esrj-68320	95	12	;	;	PUNCT
esrj-68320	95	13	dynamically	dynamically	ADV
esrj-68320	95	14	every	every	DET
esrj-68320	95	15	foot	foot	NOUN
esrj-68320	95	16	in	in	ADP
esrj-68320	95	17	order	order	NOUN
esrj-68320	95	18	to	to	PART
esrj-68320	95	19	have	have	AUX
esrj-68320	95	20	a	a	DET
esrj-68320	95	21	clear	clear	ADJ
esrj-68320	95	22	view	view	NOUN
esrj-68320	95	23	of	of	ADP
esrj-68320	95	24	rock	rock	NOUN
esrj-68320	95	25	details	detail	NOUN
esrj-68320	95	26	and	and	CCONJ
esrj-68320	95	27	statically	statically	ADV
esrj-68320	95	28	of	of	ADP
esrj-68320	95	29	whole	whole	ADJ
esrj-68320	95	30	logged	log	VERB
esrj-68320	95	31	interval	interval	NOUN
esrj-68320	95	32	optimizing	optimize	VERB
esrj-68320	95	33	tool	tool	NOUN
esrj-68320	95	34	operations	operation	NOUN
esrj-68320	95	35	under	under	ADP
esrj-68320	95	36	extreme	extreme	ADJ
esrj-68320	95	37	resistivity	resistivity	NOUN
esrj-68320	95	38	.	.	PUNCT
esrj-68320	96	1	a	a	DET
esrj-68320	96	2	color	color	NOUN
esrj-68320	96	3	code	code	NOUN
esrj-68320	96	4	is	be	AUX
esrj-68320	96	5	used	use	VERB
esrj-68320	96	6	to	to	PART
esrj-68320	96	7	interpret	interpret	VERB
esrj-68320	96	8	resistive	resistive	ADJ
esrj-68320	96	9	image	image	NOUN
esrj-68320	96	10	logs	log	NOUN
esrj-68320	96	11	,	,	PUNCT
esrj-68320	96	12	where	where	SCONJ
esrj-68320	96	13	light	light	ADJ
esrj-68320	96	14	colors	color	NOUN
esrj-68320	96	15	represent	represent	VERB
esrj-68320	96	16	high	high	ADJ
esrj-68320	96	17	resistivity	resistivity	NOUN
esrj-68320	96	18	and	and	CCONJ
esrj-68320	96	19	dark	dark	ADJ
esrj-68320	96	20	colors	color	NOUN
esrj-68320	96	21	indicate	indicate	VERB
esrj-68320	96	22	low	low	ADJ
esrj-68320	96	23	resistivity	resistivity	NOUN
esrj-68320	96	24	values	value	NOUN
esrj-68320	96	25	.	.	PUNCT
esrj-68320	97	1	the	the	DET
esrj-68320	97	2	most	most	ADV
esrj-68320	97	3	commonly	commonly	ADV
esrj-68320	97	4	observed	observe	VERB
esrj-68320	97	5	geological	geological	ADJ
esrj-68320	97	6	events	event	NOUN
esrj-68320	97	7	in	in	ADP
esrj-68320	97	8	image	image	NOUN
esrj-68320	97	9	logs	log	NOUN
esrj-68320	97	10	are	be	AUX
esrj-68320	97	11	well	well	ADV
esrj-68320	97	12	-	-	PUNCT
esrj-68320	97	13	defined	define	VERB
esrj-68320	97	14	planes	plane	NOUN
esrj-68320	97	15	which	which	PRON
esrj-68320	97	16	can	can	AUX
esrj-68320	97	17	be	be	AUX
esrj-68320	97	18	associated	associate	VERB
esrj-68320	97	19	with	with	ADP
esrj-68320	97	20	bed	bed	NOUN
esrj-68320	97	21	boundaries	boundary	NOUN
esrj-68320	97	22	,	,	PUNCT
esrj-68320	97	23	sedimentary	sedimentary	ADJ
esrj-68320	97	24	structures	structure	NOUN
esrj-68320	97	25	,	,	PUNCT
esrj-68320	97	26	faults	fault	NOUN
esrj-68320	97	27	and	and	CCONJ
esrj-68320	97	28	fractures	fracture	NOUN
esrj-68320	97	29	.	.	PUNCT
esrj-68320	98	1	these	these	DET
esrj-68320	98	2	features	feature	NOUN
esrj-68320	98	3	are	be	AUX
esrj-68320	98	4	observed	observe	VERB
esrj-68320	98	5	as	as	ADP
esrj-68320	98	6	sinusoids	sinusoid	NOUN
esrj-68320	98	7	on	on	ADP
esrj-68320	98	8	image	image	NOUN
esrj-68320	98	9	logs	log	NOUN
esrj-68320	98	10	corresponding	correspond	VERB
esrj-68320	98	11	to	to	ADP
esrj-68320	98	12	the	the	DET
esrj-68320	98	13	traces	trace	NOUN
esrj-68320	98	14	of	of	ADP
esrj-68320	98	15	planar	planar	ADJ
esrj-68320	98	16	events	event	NOUN
esrj-68320	98	17	in	in	ADP
esrj-68320	98	18	the	the	DET
esrj-68320	98	19	borehole	borehole	NOUN
esrj-68320	98	20	.	.	PUNCT
esrj-68320	99	1	figure	figure	NOUN
esrj-68320	99	2	2	2	NUM
esrj-68320	99	3	.	.	PUNCT
esrj-68320	99	4	stratigraphic	stratigraphic	ADJ
esrj-68320	99	5	column	column	NOUN
esrj-68320	99	6	of	of	ADP
esrj-68320	99	7	catatumbo	catatumbo	PROPN
esrj-68320	99	8	basin	basin	PROPN
esrj-68320	99	9	(	(	PUNCT
esrj-68320	99	10	compiled	compile	VERB
esrj-68320	99	11	from	from	ADP
esrj-68320	99	12	barrero	barrero	NOUN
esrj-68320	99	13	,	,	PUNCT
esrj-68320	99	14	et	et	PROPN
esrj-68320	99	15	al	al	PROPN
esrj-68320	99	16	.	.	PROPN
esrj-68320	99	17	,	,	PUNCT
esrj-68320	99	18	2007	2007	NUM
esrj-68320	99	19	)	)	PUNCT
esrj-68320	99	20	.	.	PUNCT
esrj-68320	100	1	78	78	NUM
esrj-68320	100	2	jorge	jorge	NOUN
esrj-68320	100	3	a.	a.	PROPN
esrj-68320	100	4	leal	leal	PROPN
esrj-68320	100	5	f.	f.	PROPN
esrj-68320	100	6	,	,	PUNCT
esrj-68320	100	7	luis	luis	PROPN
esrj-68320	100	8	h.	h.	PROPN
esrj-68320	100	9	ochoa	ochoa	PROPN
esrj-68320	100	10	g.	g.	PROPN
esrj-68320	100	11	,	,	PUNCT
esrj-68320	100	12	carmen	carmen	PROPN
esrj-68320	100	13	c.	c.	PROPN
esrj-68320	100	14	contreras	contreras	PROPN
esrj-68320	100	15	f.	f.	PROPN
esrj-68320	100	16	3.5	3.5	NUM
esrj-68320	100	17	mean	mean	NOUN
esrj-68320	100	18	and	and	CCONJ
esrj-68320	100	19	variance	variance	NOUN
esrj-68320	100	20	of	of	ADP
esrj-68320	100	21	resistivity	resistivity	NOUN
esrj-68320	100	22	pads	pad	NOUN
esrj-68320	100	23	the	the	DET
esrj-68320	100	24	mean	mean	NOUN
esrj-68320	100	25	and	and	CCONJ
esrj-68320	100	26	variance	variance	NOUN
esrj-68320	100	27	of	of	ADP
esrj-68320	100	28	resistivity	resistivity	NOUN
esrj-68320	100	29	measured	measure	VERB
esrj-68320	100	30	by	by	ADP
esrj-68320	100	31	image	image	NOUN
esrj-68320	100	32	tool	tool	NOUN
esrj-68320	100	33	are	be	AUX
esrj-68320	100	34	calculated	calculate	VERB
esrj-68320	100	35	after	after	ADP
esrj-68320	100	36	image	image	NOUN
esrj-68320	100	37	processing	processing	NOUN
esrj-68320	100	38	and	and	CCONJ
esrj-68320	100	39	can	can	AUX
esrj-68320	100	40	be	be	AUX
esrj-68320	100	41	seeing	see	VERB
esrj-68320	100	42	in	in	ADP
esrj-68320	100	43	the	the	DET
esrj-68320	100	44	tracks	track	NOUN
esrj-68320	100	45	6	6	NUM
esrj-68320	100	46	and	and	CCONJ
esrj-68320	100	47	7	7	NUM
esrj-68320	100	48	of	of	ADP
esrj-68320	100	49	the	the	DET
esrj-68320	100	50	figure	figure	NOUN
esrj-68320	100	51	3	3	NUM
esrj-68320	100	52	;	;	PUNCT
esrj-68320	100	53	the	the	DET
esrj-68320	100	54	mean	mean	ADJ
esrj-68320	100	55	resistivity	resistivity	NOUN
esrj-68320	100	56	log	log	NOUN
esrj-68320	100	57	“	"	PUNCT
esrj-68320	100	58	x̅	x̅	PROPN
esrj-68320	100	59	”	"	PUNCT
esrj-68320	100	60	is	be	AUX
esrj-68320	100	61	generated	generate	VERB
esrj-68320	100	62	from	from	ADP
esrj-68320	100	63	the	the	DET
esrj-68320	100	64	arithmetic	arithmetic	ADJ
esrj-68320	100	65	mean	mean	NOUN
esrj-68320	100	66	of	of	ADP
esrj-68320	100	67	resistivity	resistivity	NOUN
esrj-68320	100	68	measurements	measurement	NOUN
esrj-68320	100	69	for	for	ADP
esrj-68320	100	70	each	each	DET
esrj-68320	100	71	pads	pad	NOUN
esrj-68320	100	72	of	of	ADP
esrj-68320	100	73	the	the	DET
esrj-68320	100	74	image	image	NOUN
esrj-68320	100	75	tool	tool	NOUN
esrj-68320	100	76	in	in	ADP
esrj-68320	100	77	a	a	DET
esrj-68320	100	78	specific	specific	ADJ
esrj-68320	100	79	depth	depth	NOUN
esrj-68320	100	80	,	,	PUNCT
esrj-68320	100	81	applying	apply	VERB
esrj-68320	100	82	the	the	DET
esrj-68320	100	83	equation	equation	NOUN
esrj-68320	100	84	(	(	PUNCT
esrj-68320	100	85	1	1	NUM
esrj-68320	100	86	)	)	PUNCT
esrj-68320	100	87	.	.	PUNCT
esrj-68320	101	1	the	the	DET
esrj-68320	101	2	figure	figure	NOUN
esrj-68320	101	3	4	4	NUM
esrj-68320	101	4	shows	show	VERB
esrj-68320	101	5	example	example	NOUN
esrj-68320	101	6	with	with	ADP
esrj-68320	101	7	the	the	DET
esrj-68320	101	8	sierpinski	sierpinski	PROPN
esrj-68320	101	9	’s	’s	PART
esrj-68320	101	10	carpet	carpet	NOUN
esrj-68320	101	11	and	and	CCONJ
esrj-68320	101	12	a	a	DET
esrj-68320	101	13	section	section	NOUN
esrj-68320	101	14	of	of	ADP
esrj-68320	101	15	resistive	resistive	ADJ
esrj-68320	101	16	image	image	NOUN
esrj-68320	101	17	,	,	PUNCT
esrj-68320	101	18	both	both	PRON
esrj-68320	101	19	figure	figure	VERB
esrj-68320	101	20	with	with	ADP
esrj-68320	101	21	their	their	PRON
esrj-68320	101	22	regression	regression	NOUN
esrj-68320	101	23	and	and	CCONJ
esrj-68320	101	24	respective	respective	ADJ
esrj-68320	101	25	fractal	fractal	ADJ
esrj-68320	101	26	dimension	dimension	NOUN
esrj-68320	101	27	calculated	calculate	VERB
esrj-68320	101	28	with	with	ADP
esrj-68320	101	29	box	box	NOUN
esrj-68320	101	30	counting	counting	NOUN
esrj-68320	101	31	method	method	NOUN
esrj-68320	101	32	.	.	PUNCT
esrj-68320	102	1	where	where	SCONJ
esrj-68320	102	2	“	"	PUNCT
esrj-68320	102	3	x̅	x̅	PROPN
esrj-68320	102	4	”	"	PUNCT
esrj-68320	102	5	represents	represent	VERB
esrj-68320	102	6	the	the	DET
esrj-68320	102	7	average	average	ADJ
esrj-68320	102	8	resistivity	resistivity	NOUN
esrj-68320	102	9	log	log	NOUN
esrj-68320	102	10	and	and	CCONJ
esrj-68320	102	11	“	"	PUNCT
esrj-68320	102	12	n	n	CCONJ
esrj-68320	102	13	”	"	PUNCT
esrj-68320	102	14	number	number	NOUN
esrj-68320	102	15	of	of	ADP
esrj-68320	102	16	resistivity	resistivity	NOUN
esrj-68320	102	17	measurements	measurement	NOUN
esrj-68320	102	18	of	of	ADP
esrj-68320	102	19	each	each	DET
esrj-68320	102	20	pad	pad	NOUN
esrj-68320	102	21	at	at	ADP
esrj-68320	102	22	a	a	DET
esrj-68320	102	23	specific	specific	ADJ
esrj-68320	102	24	depth	depth	NOUN
esrj-68320	102	25	“	"	PUNCT
esrj-68320	102	26	xi	xi	X
esrj-68320	102	27	”	"	PUNCT
esrj-68320	102	28	.	.	PUNCT
esrj-68320	103	1	in	in	ADP
esrj-68320	103	2	other	other	ADJ
esrj-68320	103	3	hand	hand	NOUN
esrj-68320	103	4	,	,	PUNCT
esrj-68320	103	5	the	the	DET
esrj-68320	103	6	variance	variance	NOUN
esrj-68320	103	7	of	of	ADP
esrj-68320	103	8	resistivity	resistivity	NOUN
esrj-68320	103	9	pads	pad	NOUN
esrj-68320	103	10	“	"	PUNCT
esrj-68320	103	11	σ2	σ2	PROPN
esrj-68320	103	12	”	"	PUNCT
esrj-68320	103	13	comes	come	VERB
esrj-68320	103	14	from	from	ADP
esrj-68320	103	15	the	the	DET
esrj-68320	103	16	mean	mean	ADJ
esrj-68320	103	17	resistivity	resistivity	NOUN
esrj-68320	103	18	log	log	NOUN
esrj-68320	103	19	using	use	VERB
esrj-68320	103	20	the	the	DET
esrj-68320	103	21	equation	equation	NOUN
esrj-68320	103	22	(	(	PUNCT
esrj-68320	103	23	2	2	NUM
esrj-68320	103	24	)	)	PUNCT
esrj-68320	103	25	.	.	PUNCT
esrj-68320	104	1	figure	figure	VERB
esrj-68320	104	2	3	3	NUM
esrj-68320	104	3	.	.	PUNCT
esrj-68320	104	4	typical	typical	ADJ
esrj-68320	104	5	log	log	NOUN
esrj-68320	104	6	representation	representation	NOUN
esrj-68320	104	7	and	and	CCONJ
esrj-68320	104	8	kind	kind	ADV
esrj-68320	104	9	of	of	ADP
esrj-68320	104	10	data	datum	NOUN
esrj-68320	104	11	sets	set	NOUN
esrj-68320	104	12	used	use	VERB
esrj-68320	104	13	.	.	PUNCT
esrj-68320	105	1	figure	figure	VERB
esrj-68320	105	2	4	4	NUM
esrj-68320	105	3	.	.	PUNCT
esrj-68320	106	1	sierpinski	sierpinski	ADJ
esrj-68320	106	2	carpet	carpet	NOUN
esrj-68320	106	3	and	and	CCONJ
esrj-68320	106	4	section	section	NOUN
esrj-68320	106	5	of	of	ADP
esrj-68320	106	6	borehole	borehole	NOUN
esrj-68320	106	7	image	image	NOUN
esrj-68320	106	8	with	with	ADP
esrj-68320	106	9	box	box	NOUN
esrj-68320	106	10	counting	counting	NOUN
esrj-68320	106	11	method	method	NOUN
esrj-68320	106	12	.	.	PUNCT
esrj-68320	107	1	3.6	3.6	NUM
esrj-68320	107	2	fractal	fractal	ADJ
esrj-68320	107	3	dimension	dimension	NOUN
esrj-68320	107	4	of	of	ADP
esrj-68320	107	5	borehole	borehole	NOUN
esrj-68320	107	6	image	image	NOUN
esrj-68320	107	7	in	in	ADP
esrj-68320	107	8	1975	1975	NUM
esrj-68320	107	9	benoit	benoit	NOUN
esrj-68320	107	10	mandelbrot	mandelbrot	PROPN
esrj-68320	107	11	named	name	VERB
esrj-68320	107	12	fractal	fractal	PROPN
esrj-68320	107	13	(	(	PUNCT
esrj-68320	107	14	from	from	ADP
esrj-68320	107	15	latin	latin	ADJ
esrj-68320	107	16	fractus	fractus	NOUN
esrj-68320	107	17	irregular	irregular	ADJ
esrj-68320	107	18	)	)	PUNCT
esrj-68320	107	19	,	,	PUNCT
esrj-68320	107	20	the	the	DET
esrj-68320	107	21	set	set	NOUN
esrj-68320	107	22	of	of	ADP
esrj-68320	107	23	forms	form	NOUN
esrj-68320	107	24	normally	normally	ADV
esrj-68320	107	25	generated	generate	VERB
esrj-68320	107	26	by	by	ADP
esrj-68320	107	27	process	process	NOUN
esrj-68320	107	28	of	of	ADP
esrj-68320	107	29	repetition	repetition	NOUN
esrj-68320	107	30	characterized	characterize	VERB
esrj-68320	107	31	for	for	ADP
esrj-68320	107	32	having	have	VERB
esrj-68320	107	33	details	detail	NOUN
esrj-68320	107	34	in	in	ADP
esrj-68320	107	35	any	any	DET
esrj-68320	107	36	observed	observed	ADJ
esrj-68320	107	37	scale	scale	NOUN
esrj-68320	107	38	(	(	PUNCT
esrj-68320	107	39	self	self	NOUN
esrj-68320	107	40	-	-	PUNCT
esrj-68320	107	41	similarity	similarity	NOUN
esrj-68320	107	42	)	)	PUNCT
esrj-68320	107	43	,	,	PUNCT
esrj-68320	107	44	infinite	infinite	ADJ
esrj-68320	107	45	length	length	NOUN
esrj-68320	107	46	and	and	CCONJ
esrj-68320	107	47	fractional	fractional	ADJ
esrj-68320	107	48	dimension	dimension	NOUN
esrj-68320	107	49	;	;	PUNCT
esrj-68320	107	50	a	a	DET
esrj-68320	107	51	dimension	dimension	NOUN
esrj-68320	107	52	is	be	AUX
esrj-68320	107	53	fractal	fractal	ADJ
esrj-68320	107	54	when	when	SCONJ
esrj-68320	107	55	the	the	DET
esrj-68320	107	56	object	object	NOUN
esrj-68320	107	57	occupies	occupy	VERB
esrj-68320	107	58	a	a	DET
esrj-68320	107	59	space	space	NOUN
esrj-68320	107	60	expressed	express	VERB
esrj-68320	107	61	by	by	ADP
esrj-68320	107	62	a	a	DET
esrj-68320	107	63	fractional	fractional	ADJ
esrj-68320	107	64	or	or	CCONJ
esrj-68320	107	65	decimal	decimal	ADJ
esrj-68320	107	66	number	number	NOUN
esrj-68320	107	67	(	(	PUNCT
esrj-68320	107	68	mandelbrot	mandelbrot	PROPN
esrj-68320	107	69	,	,	PUNCT
esrj-68320	107	70	1983	1983	NUM
esrj-68320	107	71	)	)	PUNCT
esrj-68320	107	72	.	.	PUNCT
esrj-68320	108	1	the	the	DET
esrj-68320	108	2	box	box	PROPN
esrj-68320	108	3	counting	counting	NOUN
esrj-68320	108	4	method	method	NOUN
esrj-68320	108	5	is	be	AUX
esrj-68320	108	6	widely	widely	ADV
esrj-68320	108	7	used	use	VERB
esrj-68320	108	8	to	to	PART
esrj-68320	108	9	find	find	VERB
esrj-68320	108	10	fractal	fractal	ADJ
esrj-68320	108	11	dimension	dimension	NOUN
esrj-68320	108	12	of	of	ADP
esrj-68320	108	13	diverse	diverse	ADJ
esrj-68320	108	14	kind	kind	NOUN
esrj-68320	108	15	of	of	ADP
esrj-68320	108	16	images	image	NOUN
esrj-68320	108	17	,	,	PUNCT
esrj-68320	108	18	where	where	SCONJ
esrj-68320	108	19	the	the	DET
esrj-68320	108	20	studied	study	VERB
esrj-68320	108	21	figure	figure	NOUN
esrj-68320	108	22	is	be	AUX
esrj-68320	108	23	inserted	insert	VERB
esrj-68320	108	24	in	in	ADP
esrj-68320	108	25	a	a	DET
esrj-68320	108	26	box	box	NOUN
esrj-68320	108	27	of	of	ADP
esrj-68320	108	28	side	side	NOUN
esrj-68320	108	29	(	(	PUNCT
esrj-68320	108	30	r	r	NOUN
esrj-68320	108	31	)	)	PUNCT
esrj-68320	108	32	,	,	PUNCT
esrj-68320	108	33	then	then	ADV
esrj-68320	108	34	this	this	DET
esrj-68320	108	35	box	box	NOUN
esrj-68320	108	36	should	should	AUX
esrj-68320	108	37	be	be	AUX
esrj-68320	108	38	divided	divide	VERB
esrj-68320	108	39	into	into	ADP
esrj-68320	108	40	four	four	NUM
esrj-68320	108	41	boxes	box	NOUN
esrj-68320	108	42	with	with	ADP
esrj-68320	108	43	side	side	NOUN
esrj-68320	108	44	“	"	PUNCT
esrj-68320	108	45	r/2	r/2	PROPN
esrj-68320	108	46	”	"	PUNCT
esrj-68320	108	47	and	and	CCONJ
esrj-68320	108	48	the	the	DET
esrj-68320	108	49	number	number	NOUN
esrj-68320	108	50	of	of	ADP
esrj-68320	108	51	boxes	box	NOUN
esrj-68320	108	52	covering	cover	VERB
esrj-68320	108	53	any	any	DET
esrj-68320	108	54	part	part	NOUN
esrj-68320	108	55	of	of	ADP
esrj-68320	108	56	the	the	DET
esrj-68320	108	57	figure	figure	NOUN
esrj-68320	108	58	“	"	PUNCT
esrj-68320	108	59	n(r	n(r	NOUN
esrj-68320	108	60	)	)	PUNCT
esrj-68320	108	61	”	"	PUNCT
esrj-68320	108	62	must	must	AUX
esrj-68320	108	63	to	to	PART
esrj-68320	108	64	be	be	AUX
esrj-68320	108	65	counted	count	VERB
esrj-68320	108	66	;	;	PUNCT
esrj-68320	108	67	following	follow	VERB
esrj-68320	108	68	,	,	PUNCT
esrj-68320	108	69	resulted	result	VERB
esrj-68320	108	70	boxes	box	NOUN
esrj-68320	108	71	are	be	AUX
esrj-68320	108	72	divided	divide	VERB
esrj-68320	108	73	again	again	ADV
esrj-68320	108	74	into	into	ADP
esrj-68320	108	75	four	four	NUM
esrj-68320	108	76	boxes	box	NOUN
esrj-68320	108	77	and	and	CCONJ
esrj-68320	108	78	the	the	DET
esrj-68320	108	79	number	number	NOUN
esrj-68320	108	80	of	of	ADP
esrj-68320	108	81	boxes	box	NOUN
esrj-68320	108	82	“	"	PUNCT
esrj-68320	108	83	n(r	n(r	NOUN
esrj-68320	108	84	)	)	PUNCT
esrj-68320	108	85	”	"	PUNCT
esrj-68320	108	86	containing	contain	VERB
esrj-68320	108	87	any	any	DET
esrj-68320	108	88	part	part	NOUN
esrj-68320	108	89	of	of	ADP
esrj-68320	108	90	the	the	DET
esrj-68320	108	91	figure	figure	NOUN
esrj-68320	108	92	must	must	AUX
esrj-68320	108	93	to	to	PART
esrj-68320	108	94	be	be	AUX
esrj-68320	108	95	re	re	VERB
esrj-68320	108	96	-	-	VERB
esrj-68320	108	97	counted	counted	ADJ
esrj-68320	108	98	.	.	PUNCT
esrj-68320	109	1	this	this	DET
esrj-68320	109	2	procedure	procedure	NOUN
esrj-68320	109	3	is	be	AUX
esrj-68320	109	4	repeated	repeat	VERB
esrj-68320	109	5	,	,	PUNCT
esrj-68320	109	6	also	also	ADV
esrj-68320	109	7	counting	count	VERB
esrj-68320	109	8	the	the	DET
esrj-68320	109	9	number	number	NOUN
esrj-68320	109	10	of	of	ADP
esrj-68320	109	11	boxes	box	NOUN
esrj-68320	109	12	with	with	ADP
esrj-68320	109	13	some	some	DET
esrj-68320	109	14	part	part	NOUN
esrj-68320	109	15	of	of	ADP
esrj-68320	109	16	the	the	DET
esrj-68320	109	17	figure	figure	NOUN
esrj-68320	109	18	in	in	ADP
esrj-68320	109	19	order	order	NOUN
esrj-68320	109	20	to	to	PART
esrj-68320	109	21	plot	plot	VERB
esrj-68320	109	22	the	the	DET
esrj-68320	109	23	logarithm	logarithm	NOUN
esrj-68320	109	24	of	of	ADP
esrj-68320	109	25	the	the	DET
esrj-68320	109	26	inverse	inverse	ADJ
esrj-68320	109	27	size	size	NOUN
esrj-68320	109	28	of	of	ADP
esrj-68320	109	29	boxes	box	NOUN
esrj-68320	109	30	versus	versus	ADP
esrj-68320	109	31	the	the	DET
esrj-68320	109	32	logarithm	logarithm	NOUN
esrj-68320	109	33	of	of	ADP
esrj-68320	109	34	boxes	box	NOUN
esrj-68320	109	35	with	with	ADP
esrj-68320	109	36	any	any	DET
esrj-68320	109	37	part	part	NOUN
esrj-68320	109	38	of	of	ADP
esrj-68320	109	39	the	the	DET
esrj-68320	109	40	figure	figure	NOUN
esrj-68320	109	41	,	,	PUNCT
esrj-68320	109	42	or	or	CCONJ
esrj-68320	109	43	“	"	PUNCT
esrj-68320	109	44	|xj"=log	|xj"=log	VERB
esrj-68320	109	45	(	(	PUNCT
esrj-68320	109	46	1	1	NUM
esrj-68320	109	47	/	/	SYM
esrj-68320	109	48	rj)|	rj)|	PROPN
esrj-68320	109	49	”	"	PUNCT
esrj-68320	109	50	and	and	CCONJ
esrj-68320	109	51	“	"	PUNCT
esrj-68320	109	52	yj	yj	PROPN
esrj-68320	109	53	=	=	PROPN
esrj-68320	109	54	log	log	PROPN
esrj-68320	109	55	(	(	PUNCT
esrj-68320	109	56	nj	nj	PROPN
esrj-68320	109	57	)	)	PUNCT
esrj-68320	109	58	”	"	PUNCT
esrj-68320	109	59	.	.	PUNCT
esrj-68320	110	1	finally	finally	ADV
esrj-68320	110	2	,	,	PUNCT
esrj-68320	110	3	the	the	DET
esrj-68320	110	4	slope	slope	NOUN
esrj-68320	110	5	"	"	PUNCT
esrj-68320	110	6	m	m	PROPN
esrj-68320	110	7	"	"	PUNCT
esrj-68320	110	8	of	of	ADP
esrj-68320	110	9	the	the	DET
esrj-68320	110	10	regression	regression	NOUN
esrj-68320	110	11	is	be	AUX
esrj-68320	110	12	the	the	DET
esrj-68320	110	13	fractal	fractal	ADJ
esrj-68320	110	14	dimension	dimension	NOUN
esrj-68320	110	15	of	of	ADP
esrj-68320	110	16	the	the	DET
esrj-68320	110	17	image	image	NOUN
esrj-68320	110	18	obtained	obtain	VERB
esrj-68320	110	19	with	with	ADP
esrj-68320	110	20	the	the	DET
esrj-68320	110	21	equation	equation	NOUN
esrj-68320	110	22	(	(	PUNCT
esrj-68320	110	23	3	3	NUM
esrj-68320	110	24	)	)	PUNCT
esrj-68320	110	25	;	;	PUNCT
esrj-68320	110	26	the	the	DET
esrj-68320	110	27	regression	regression	NOUN
esrj-68320	110	28	is	be	AUX
esrj-68320	110	29	the	the	DET
esrj-68320	110	30	fractal	fractal	ADJ
esrj-68320	110	31	dimension	dimension	NOUN
esrj-68320	110	32	of	of	ADP
esrj-68320	110	33	the	the	DET
esrj-68320	110	34	image	image	NOUN
esrj-68320	110	35	obtained	obtain	VERB
esrj-68320	110	36	with	with	ADP
esrj-68320	110	37	the	the	DET
esrj-68320	110	38	equation	equation	NOUN
esrj-68320	110	39	(	(	PUNCT
esrj-68320	110	40	3	3	NUM
esrj-68320	110	41	)	)	PUNCT
esrj-68320	110	42	.	.	PUNCT
esrj-68320	111	1	the	the	DET
esrj-68320	111	2	box	box	PROPN
esrj-68320	111	3	counting	counting	NOUN
esrj-68320	111	4	method	method	NOUN
esrj-68320	111	5	was	be	AUX
esrj-68320	111	6	applied	apply	VERB
esrj-68320	111	7	to	to	ADP
esrj-68320	111	8	resistive	resistive	ADJ
esrj-68320	111	9	image	image	NOUN
esrj-68320	111	10	logs	log	NOUN
esrj-68320	111	11	with	with	ADP
esrj-68320	111	12	dynamic	dynamic	ADJ
esrj-68320	111	13	normalization	normalization	NOUN
esrj-68320	111	14	in	in	ADP
esrj-68320	111	15	format	format	NOUN
esrj-68320	111	16	of	of	ADP
esrj-68320	111	17	bit	bit	NOUN
esrj-68320	111	18	mapped	map	VERB
esrj-68320	111	19	picture	picture	NOUN
esrj-68320	111	20	(	(	PUNCT
esrj-68320	111	21	bmp	bmp	NOUN
esrj-68320	111	22	)	)	PUNCT
esrj-68320	111	23	with	with	ADP
esrj-68320	111	24	512	512	NUM
esrj-68320	111	25	pixels	pixel	NOUN
esrj-68320	111	26	wide	wide	ADJ
esrj-68320	111	27	by	by	ADP
esrj-68320	111	28	15378	15378	NUM
esrj-68320	111	29	pixels	pixel	NOUN
esrj-68320	111	30	long	long	ADV
esrj-68320	111	31	,	,	PUNCT
esrj-68320	111	32	generating	generate	VERB
esrj-68320	111	33	a	a	DET
esrj-68320	111	34	fractal	fractal	ADJ
esrj-68320	111	35	dimension	dimension	NOUN
esrj-68320	111	36	curve	curve	NOUN
esrj-68320	111	37	along	along	ADP
esrj-68320	111	38	resistive	resistive	ADJ
esrj-68320	111	39	image	image	NOUN
esrj-68320	111	40	(	(	PUNCT
esrj-68320	111	41	track	track	NOUN
esrj-68320	111	42	8	8	NUM
esrj-68320	111	43	figure	figure	NOUN
esrj-68320	111	44	3	3	NUM
esrj-68320	111	45	)	)	PUNCT
esrj-68320	111	46	,	,	PUNCT
esrj-68320	111	47	with	with	ADP
esrj-68320	111	48	sampling	sample	VERB
esrj-68320	111	49	rate	rate	NOUN
esrj-68320	111	50	of	of	ADP
esrj-68320	111	51	16.26	16.26	NUM
esrj-68320	111	52	centimeters	centimeter	NOUN
esrj-68320	111	53	.	.	PUNCT
esrj-68320	112	1	the	the	DET
esrj-68320	112	2	conversion	conversion	NOUN
esrj-68320	112	3	of	of	ADP
esrj-68320	112	4	pixels	pixel	NOUN
esrj-68320	112	5	to	to	ADP
esrj-68320	112	6	depth	depth	NOUN
esrj-68320	112	7	of	of	ADP
esrj-68320	112	8	images	image	NOUN
esrj-68320	112	9	with	with	ADP
esrj-68320	112	10	vertical	vertical	ADJ
esrj-68320	112	11	scale	scale	NOUN
esrj-68320	112	12	1:5	1:5	NUM
esrj-68320	112	13	is	be	AUX
esrj-68320	112	14	512	512	NUM
esrj-68320	112	15	pixels	pixel	NOUN
esrj-68320	112	16	equal	equal	ADJ
esrj-68320	112	17	to	to	ADP
esrj-68320	112	18	65.05	65.05	NUM
esrj-68320	112	19	centimeters	centimeter	NOUN
esrj-68320	112	20	(	(	PUNCT
esrj-68320	112	21	leal	leal	ADJ
esrj-68320	112	22	,	,	PUNCT
esrj-68320	112	23	et	et	PROPN
esrj-68320	112	24	al	al	PROPN
esrj-68320	112	25	.	.	PROPN
esrj-68320	112	26	,	,	PUNCT
esrj-68320	112	27	2016	2016	NUM
esrj-68320	112	28	)	)	PUNCT
esrj-68320	112	29	.	.	PUNCT
esrj-68320	113	1	4	4	X
esrj-68320	113	2	.	.	X
esrj-68320	113	3	methods	method	NOUN
esrj-68320	113	4	support	support	VERB
esrj-68320	113	5	vector	vector	NOUN
esrj-68320	113	6	machines	machine	NOUN
esrj-68320	113	7	&	&	CCONJ
esrj-68320	113	8	logic	logic	PROPN
esrj-68320	113	9	function	function	NOUN
esrj-68320	113	10	applied	apply	VERB
esrj-68320	113	11	a	a	DET
esrj-68320	113	12	svm	svm	NOUN
esrj-68320	113	13	is	be	AUX
esrj-68320	113	14	a	a	DET
esrj-68320	113	15	supervised	supervised	ADJ
esrj-68320	113	16	classification	classification	NOUN
esrj-68320	113	17	technique	technique	NOUN
esrj-68320	113	18	that	that	PRON
esrj-68320	113	19	has	have	AUX
esrj-68320	113	20	received	receive	VERB
esrj-68320	113	21	considerable	considerable	ADJ
esrj-68320	113	22	attention	attention	NOUN
esrj-68320	113	23	during	during	ADP
esrj-68320	113	24	the	the	DET
esrj-68320	113	25	latest	late	ADJ
esrj-68320	113	26	years	year	NOUN
esrj-68320	113	27	(	(	PUNCT
esrj-68320	113	28	tan	tan	PROPN
esrj-68320	113	29	,	,	PUNCT
esrj-68320	113	30	et	et	PROPN
esrj-68320	113	31	al	al	PROPN
esrj-68320	113	32	.	.	PROPN
esrj-68320	113	33	,	,	PUNCT
esrj-68320	113	34	2006	2006	NUM
esrj-68320	113	35	)	)	PUNCT
esrj-68320	113	36	;	;	PUNCT
esrj-68320	113	37	this	this	DET
esrj-68320	113	38	technique	technique	NOUN
esrj-68320	113	39	is	be	AUX
esrj-68320	113	40	based	base	VERB
esrj-68320	113	41	on	on	ADP
esrj-68320	113	42	statistical	statistical	ADJ
esrj-68320	113	43	learning	learning	NOUN
esrj-68320	113	44	theory	theory	NOUN
esrj-68320	113	45	and	and	CCONJ
esrj-68320	113	46	has	have	AUX
esrj-68320	113	47	shown	show	VERB
esrj-68320	113	48	promising	promising	ADJ
esrj-68320	113	49	empirical	empirical	ADJ
esrj-68320	113	50	results	result	NOUN
esrj-68320	113	51	in	in	ADP
esrj-68320	113	52	many	many	ADJ
esrj-68320	113	53	practical	practical	ADJ
esrj-68320	113	54	applications	application	NOUN
esrj-68320	113	55	,	,	PUNCT
esrj-68320	113	56	including	include	VERB
esrj-68320	113	57	hand	hand	NOUN
esrj-68320	113	58	writing	writing	NOUN
esrj-68320	113	59	digit	digit	NOUN
esrj-68320	113	60	recognition	recognition	NOUN
esrj-68320	113	61	,	,	PUNCT
esrj-68320	113	62	earthquake	earthquake	NOUN
esrj-68320	113	63	characterization	characterization	NOUN
esrj-68320	113	64	(	(	PUNCT
esrj-68320	113	65	ochoa	ochoa	PROPN
esrj-68320	113	66	,	,	PUNCT
esrj-68320	113	67	et	et	PROPN
esrj-68320	113	68	al	al	PROPN
esrj-68320	113	69	,	,	PUNCT
esrj-68320	113	70	2017	2017	NUM
esrj-68320	113	71	)	)	PUNCT
esrj-68320	113	72	,	,	PUNCT
esrj-68320	113	73	and	and	CCONJ
esrj-68320	113	74	other	other	ADJ
esrj-68320	113	75	application	application	NOUN
esrj-68320	113	76	related	relate	VERB
esrj-68320	113	77	to	to	ADP
esrj-68320	113	78	pattern	pattern	NOUN
esrj-68320	113	79	recognition	recognition	NOUN
esrj-68320	113	80	.	.	PUNCT
esrj-68320	114	1	the	the	DET
esrj-68320	114	2	svm	svm	PROPN
esrj-68320	114	3	also	also	ADV
esrj-68320	114	4	works	work	VERB
esrj-68320	114	5	very	very	ADV
esrj-68320	114	6	well	well	ADV
esrj-68320	114	7	with	with	ADP
esrj-68320	114	8	high	high	ADJ
esrj-68320	114	9	-	-	PUNCT
esrj-68320	114	10	dimensional	dimensional	ADJ
esrj-68320	114	11	data	datum	NOUN
esrj-68320	114	12	and	and	CCONJ
esrj-68320	114	13	avoids	avoid	VERB
esrj-68320	114	14	the	the	DET
esrj-68320	114	15	course	course	NOUN
esrj-68320	114	16	of	of	ADP
esrj-68320	114	17	dimensionality	dimensionality	NOUN
esrj-68320	114	18	problem	problem	NOUN
esrj-68320	114	19	.	.	PUNCT
esrj-68320	115	1	another	another	DET
esrj-68320	115	2	unique	unique	ADJ
esrj-68320	115	3	aspect	aspect	NOUN
esrj-68320	115	4	of	of	ADP
esrj-68320	115	5	this	this	DET
esrj-68320	115	6	approach	approach	NOUN
esrj-68320	115	7	is	be	AUX
esrj-68320	115	8	that	that	SCONJ
esrj-68320	115	9	it	it	PRON
esrj-68320	115	10	represents	represent	VERB
esrj-68320	115	11	the	the	DET
esrj-68320	115	12	decision	decision	NOUN
esrj-68320	115	13	boundary	boundary	ADJ
esrj-68320	115	14	using	use	VERB
esrj-68320	115	15	a	a	DET
esrj-68320	115	16	subset	subset	NOUN
esrj-68320	115	17	of	of	ADP
esrj-68320	115	18	the	the	DET
esrj-68320	115	19	training	training	NOUN
esrj-68320	115	20	example	example	NOUN
esrj-68320	115	21	,	,	PUNCT
esrj-68320	115	22	knows	know	VERB
esrj-68320	115	23	as	as	ADP
esrj-68320	115	24	the	the	DET
esrj-68320	115	25	support	support	NOUN
esrj-68320	115	26	vectors	vector	NOUN
esrj-68320	115	27	(	(	PUNCT
esrj-68320	115	28	tan	tan	PROPN
esrj-68320	115	29	,	,	PUNCT
esrj-68320	115	30	et	et	PROPN
esrj-68320	115	31	al	al	PROPN
esrj-68320	115	32	.	.	PROPN
esrj-68320	115	33	,	,	PUNCT
esrj-68320	115	34	2006	2006	NUM
esrj-68320	115	35	)	)	PUNCT
esrj-68320	115	36	.	.	PUNCT
esrj-68320	116	1	the	the	DET
esrj-68320	116	2	svm	svm	PROPN
esrj-68320	116	3	learning	learning	NOUN
esrj-68320	116	4	problem	problem	NOUN
esrj-68320	116	5	can	can	AUX
esrj-68320	116	6	be	be	AUX
esrj-68320	116	7	formulated	formulate	VERB
esrj-68320	116	8	as	as	ADP
esrj-68320	116	9	a	a	DET
esrj-68320	116	10	convex	convex	NOUN
esrj-68320	116	11	optimization	optimization	NOUN
esrj-68320	116	12	problem	problem	NOUN
esrj-68320	116	13	,	,	PUNCT
esrj-68320	116	14	in	in	ADP
esrj-68320	116	15	which	which	PRON
esrj-68320	116	16	efficient	efficient	ADJ
esrj-68320	116	17	algorithms	algorithm	NOUN
esrj-68320	116	18	are	be	AUX
esrj-68320	116	19	available	available	ADJ
esrj-68320	116	20	to	to	PART
esrj-68320	116	21	find	find	VERB
esrj-68320	116	22	the	the	DET
esrj-68320	116	23	global	global	ADJ
esrj-68320	116	24	minimum	minimum	NOUN
esrj-68320	116	25	of	of	ADP
esrj-68320	116	26	the	the	DET
esrj-68320	116	27	objective	objective	ADJ
esrj-68320	116	28	function	function	NOUN
esrj-68320	116	29	.	.	PUNCT
esrj-68320	117	1	other	other	ADJ
esrj-68320	117	2	classification	classification	NOUN
esrj-68320	117	3	methods	method	NOUN
esrj-68320	117	4	,	,	PUNCT
esrj-68320	117	5	such	such	ADJ
esrj-68320	117	6	as	as	ADP
esrj-68320	117	7	rule	rule	NOUN
esrj-68320	117	8	-	-	PUNCT
esrj-68320	117	9	based	base	VERB
esrj-68320	117	10	classifier	classifier	NOUN
esrj-68320	117	11	and	and	CCONJ
esrj-68320	117	12	artificial	artificial	ADJ
esrj-68320	117	13	neural	neural	ADJ
esrj-68320	117	14	networks	network	NOUN
esrj-68320	117	15	,	,	PUNCT
esrj-68320	117	16	employ	employ	VERB
esrj-68320	117	17	a	a	DET
esrj-68320	117	18	greedy	greedy	ADJ
esrj-68320	117	19	-	-	PUNCT
esrj-68320	117	20	based	base	VERB
esrj-68320	117	21	strategy	strategy	NOUN
esrj-68320	117	22	to	to	PART
esrj-68320	117	23	search	search	VERB
esrj-68320	117	24	the	the	DET
esrj-68320	117	25	hypothesis	hypothesis	NOUN
esrj-68320	117	26	space	space	NOUN
esrj-68320	117	27	(	(	PUNCT
esrj-68320	117	28	tan	tan	PROPN
esrj-68320	117	29	,	,	PUNCT
esrj-68320	117	30	et	et	PROPN
esrj-68320	117	31	al	al	PROPN
esrj-68320	117	32	.	.	PROPN
esrj-68320	117	33	,	,	PUNCT
esrj-68320	117	34	2006	2006	NUM
esrj-68320	117	35	)	)	PUNCT
esrj-68320	117	36	,	,	PUNCT
esrj-68320	117	37	such	such	ADJ
esrj-68320	117	38	methods	method	NOUN
esrj-68320	117	39	in	in	ADP
esrj-68320	117	40	their	their	PRON
esrj-68320	117	41	basic	basic	ADJ
esrj-68320	117	42	approach	approach	NOUN
esrj-68320	117	43	tend	tend	VERB
esrj-68320	117	44	to	to	PART
esrj-68320	117	45	find	find	VERB
esrj-68320	117	46	only	only	ADV
esrj-68320	117	47	locally	locally	ADV
esrj-68320	117	48	optimum	optimum	ADJ
esrj-68320	117	49	solution	solution	NOUN
esrj-68320	117	50	and	and	CCONJ
esrj-68320	117	51	are	be	AUX
esrj-68320	117	52	not	not	PART
esrj-68320	117	53	straightforward	straightforward	ADJ
esrj-68320	117	54	applicable	applicable	ADJ
esrj-68320	117	55	to	to	ADP
esrj-68320	117	56	the	the	DET
esrj-68320	117	57	data	datum	NOUN
esrj-68320	117	58	set	set	VERB
esrj-68320	117	59	used	use	VERB
esrj-68320	117	60	in	in	ADP
esrj-68320	117	61	this	this	DET
esrj-68320	117	62	research	research	NOUN
esrj-68320	117	63	.	.	PUNCT
esrj-68320	118	1	furthermore	furthermore	ADV
esrj-68320	118	2	,	,	PUNCT
esrj-68320	118	3	svm	svm	VERB
esrj-68320	118	4	performs	perform	VERB
esrj-68320	118	5	capacity	capacity	NOUN
esrj-68320	118	6	control	control	NOUN
esrj-68320	118	7	by	by	ADP
esrj-68320	118	8	maximizing	maximize	VERB
esrj-68320	118	9	the	the	DET
esrj-68320	118	10	margin	margin	NOUN
esrj-68320	118	11	of	of	ADP
esrj-68320	118	12	the	the	DET
esrj-68320	118	13	decision	decision	NOUN
esrj-68320	118	14	boundary	boundary	NOUN
esrj-68320	118	15	.	.	PUNCT
esrj-68320	119	1	nevertheless	nevertheless	ADV
esrj-68320	119	2	,	,	PUNCT
esrj-68320	119	3	the	the	DET
esrj-68320	119	4	user	user	NOUN
esrj-68320	119	5	must	must	AUX
esrj-68320	119	6	still	still	ADV
esrj-68320	119	7	provide	provide	VERB
esrj-68320	119	8	other	other	ADJ
esrj-68320	119	9	parameter	parameter	NOUN
esrj-68320	119	10	such	such	ADJ
esrj-68320	119	11	as	as	ADP
esrj-68320	119	12	the	the	DET
esrj-68320	119	13	type	type	NOUN
esrj-68320	119	14	of	of	ADP
esrj-68320	119	15	kernel	kernel	PROPN
esrj-68320	119	16	function	function	NOUN
esrj-68320	119	17	“	"	PUNCT
esrj-68320	119	18	k	k	NOUN
esrj-68320	119	19	”	"	PUNCT
esrj-68320	119	20	to	to	PART
esrj-68320	119	21	use	use	VERB
esrj-68320	119	22	and	and	CCONJ
esrj-68320	119	23	the	the	DET
esrj-68320	119	24	cost	cost	NOUN
esrj-68320	119	25	function	function	NOUN
esrj-68320	119	26	“	"	PUNCT
esrj-68320	119	27	c	c	NOUN
esrj-68320	119	28	”	"	PUNCT
esrj-68320	119	29	for	for	ADP
esrj-68320	119	30	introducing	introduce	VERB
esrj-68320	119	31	each	each	DET
esrj-68320	119	32	slack	slack	NOUN
esrj-68320	119	33	variable	variable	NOUN
esrj-68320	119	34	(	(	PUNCT
esrj-68320	119	35	tan	tan	PROPN
esrj-68320	119	36	,	,	PUNCT
esrj-68320	119	37	et	et	PROPN
esrj-68320	119	38	al	al	PROPN
esrj-68320	119	39	.	.	PROPN
esrj-68320	119	40	,	,	PUNCT
esrj-68320	119	41	2006	2006	NUM
esrj-68320	119	42	)	)	PUNCT
esrj-68320	119	43	.	.	PUNCT
esrj-68320	120	1	the	the	DET
esrj-68320	120	2	kernel	kernel	PROPN
esrj-68320	120	3	function	function	PROPN
esrj-68320	120	4	project	project	NOUN
esrj-68320	120	5	a	a	DET
esrj-68320	120	6	dataset	dataset	NOUN
esrj-68320	120	7	in	in	ADP
esrj-68320	120	8	a	a	DET
esrj-68320	120	9	space	space	NOUN
esrj-68320	120	10	of	of	ADP
esrj-68320	120	11	specific	specific	ADJ
esrj-68320	120	12	characteristics	characteristic	NOUN
esrj-68320	120	13	and	and	CCONJ
esrj-68320	120	14	uses	use	VERB
esrj-68320	120	15	algorithms	algorithm	NOUN
esrj-68320	120	16	related	relate	VERB
esrj-68320	120	17	to	to	ADP
esrj-68320	120	18	linear	linear	PROPN
esrj-68320	120	19	algebra	algebra	NOUN
esrj-68320	120	20	,	,	PUNCT
esrj-68320	120	21	geometry	geometry	NOUN
esrj-68320	120	22	and	and	CCONJ
esrj-68320	120	23	statistics	statistic	NOUN
esrj-68320	120	24	to	to	PART
esrj-68320	120	25	identify	identify	VERB
esrj-68320	120	26	linear	linear	ADJ
esrj-68320	120	27	patterns	pattern	NOUN
esrj-68320	120	28	in	in	ADP
esrj-68320	120	29	the	the	DET
esrj-68320	120	30	dataset	dataset	NOUN
esrj-68320	120	31	.	.	PUNCT
esrj-68320	121	1	any	any	DET
esrj-68320	121	2	solution	solution	NOUN
esrj-68320	121	3	using	use	VERB
esrj-68320	121	4	kernel	kernel	PROPN
esrj-68320	121	5	methods	method	NOUN
esrj-68320	121	6	comprises	comprise	VERB
esrj-68320	121	7	two	two	NUM
esrj-68320	121	8	phases	phase	NOUN
esrj-68320	121	9	;	;	PUNCT
esrj-68320	121	10	first	first	ADJ
esrj-68320	121	11	phase	phase	NOUN
esrj-68320	121	12	consists	consist	VERB
esrj-68320	121	13	of	of	ADP
esrj-68320	121	14	a	a	DET
esrj-68320	121	15	module	module	NOUN
esrj-68320	121	16	that	that	PRON
esrj-68320	121	17	performs	perform	VERB
esrj-68320	121	18	a	a	DET
esrj-68320	121	19	mapping	mapping	NOUN
esrj-68320	121	20	of	of	ADP
esrj-68320	121	21	the	the	DET
esrj-68320	121	22	projected	project	VERB
esrj-68320	121	23	data	datum	NOUN
esrj-68320	121	24	;	;	PUNCT
esrj-68320	121	25	second	second	ADJ
esrj-68320	121	26	phase	phase	NOUN
esrj-68320	121	27	contains	contain	VERB
esrj-68320	121	28	an	an	DET
esrj-68320	121	29	algorithm	algorithm	NOUN
esrj-68320	121	30	designed	design	VERB
esrj-68320	121	31	to	to	PART
esrj-68320	121	32	detect	detect	VERB
esrj-68320	121	33	linear	linear	ADJ
esrj-68320	121	34	patterns	pattern	NOUN
esrj-68320	121	35	in	in	ADP
esrj-68320	121	36	the	the	DET
esrj-68320	121	37	space	space	NOUN
esrj-68320	121	38	where	where	SCONJ
esrj-68320	121	39	this	this	DET
esrj-68320	121	40	data	data	NOUN
esrj-68320	121	41	is	be	AUX
esrj-68320	121	42	projected	project	VERB
esrj-68320	121	43	(	(	PUNCT
esrj-68320	121	44	taylor	taylor	PROPN
esrj-68320	121	45	&	&	CCONJ
esrj-68320	121	46	cristianini	cristianini	PROPN
esrj-68320	121	47	,	,	PUNCT
esrj-68320	121	48	2004	2004	NUM
esrj-68320	121	49	)	)	PUNCT
esrj-68320	121	50	.	.	PUNCT
esrj-68320	122	1	the	the	DET
esrj-68320	122	2	kind	kind	NOUN
esrj-68320	122	3	of	of	ADP
esrj-68320	122	4	kernel	kernel	PROPN
esrj-68320	122	5	applied	apply	VERB
esrj-68320	122	6	in	in	ADP
esrj-68320	122	7	this	this	DET
esrj-68320	122	8	research	research	NOUN
esrj-68320	122	9	was	be	AUX
esrj-68320	122	10	a	a	DET
esrj-68320	122	11	normalized	normalize	VERB
esrj-68320	122	12	polynomial	polynomial	ADJ
esrj-68320	122	13	(	(	PUNCT
esrj-68320	122	14	equation	equation	NOUN
esrj-68320	122	15	4	4	NUM
esrj-68320	122	16	)	)	PUNCT
esrj-68320	122	17	.	.	PUNCT
esrj-68320	123	1	(	(	PUNCT
esrj-68320	123	2	1	1	X
esrj-68320	123	3	)	)	PUNCT
esrj-68320	123	4	(	(	PUNCT
esrj-68320	123	5	2	2	NUM
esrj-68320	123	6	)	)	PUNCT
esrj-68320	123	7	(	(	PUNCT
esrj-68320	123	8	3	3	X
esrj-68320	123	9	)	)	PUNCT
esrj-68320	123	10	79automatic	79automatic	ADJ
esrj-68320	123	11	identification	identification	NOUN
esrj-68320	123	12	of	of	ADP
esrj-68320	123	13	calcareous	calcareous	ADJ
esrj-68320	123	14	lithologies	lithology	NOUN
esrj-68320	123	15	using	use	VERB
esrj-68320	123	16	support	support	NOUN
esrj-68320	123	17	vector	vector	NOUN
esrj-68320	123	18	machines	machine	NOUN
esrj-68320	123	19	,	,	PUNCT
esrj-68320	123	20	borehole	borehole	NOUN
esrj-68320	123	21	logs	log	NOUN
esrj-68320	123	22	and	and	CCONJ
esrj-68320	123	23	fractal	fractal	ADJ
esrj-68320	123	24	dimension	dimension	NOUN
esrj-68320	123	25	of	of	ADP
esrj-68320	123	26	borehole	borehole	NOUN
esrj-68320	123	27	electrical	electrical	ADJ
esrj-68320	123	28	imaging	imaging	NOUN
esrj-68320	123	29	.	.	PUNCT
esrj-68320	124	1	figure	figure	NOUN
esrj-68320	124	2	6	6	NUM
esrj-68320	124	3	.	.	PUNCT
esrj-68320	125	1	svm	svm	PROPN
esrj-68320	125	2	sketch	sketch	NOUN
esrj-68320	125	3	for	for	ADP
esrj-68320	125	4	automatic	automatic	ADJ
esrj-68320	125	5	identification	identification	NOUN
esrj-68320	125	6	of	of	ADP
esrj-68320	125	7	calcareous	calcareous	ADJ
esrj-68320	125	8	shale	shale	NOUN
esrj-68320	125	9	interbedded	interbedde	VERB
esrj-68320	125	10	with	with	ADP
esrj-68320	125	11	limestone	limestone	NOUN
esrj-68320	125	12	in	in	ADP
esrj-68320	125	13	training	training	NOUN
esrj-68320	125	14	(	(	PUNCT
esrj-68320	125	15	a	a	PRON
esrj-68320	125	16	,	,	PUNCT
esrj-68320	125	17	left	left	ADJ
esrj-68320	125	18	)	)	PUNCT
esrj-68320	125	19	and	and	CCONJ
esrj-68320	125	20	classification	classification	NOUN
esrj-68320	125	21	(	(	PUNCT
esrj-68320	125	22	b	b	NOUN
esrj-68320	125	23	,	,	PUNCT
esrj-68320	125	24	right	right	ADJ
esrj-68320	125	25	)	)	PUNCT
esrj-68320	125	26	stages	stage	NOUN
esrj-68320	125	27	.	.	PUNCT
esrj-68320	126	1	figure	figure	VERB
esrj-68320	126	2	7	7	NUM
esrj-68320	126	3	.	.	PUNCT
esrj-68320	127	1	flowchart	flowchart	NOUN
esrj-68320	127	2	of	of	ADP
esrj-68320	127	3	the	the	DET
esrj-68320	127	4	model	model	NOUN
esrj-68320	127	5	applied	apply	VERB
esrj-68320	127	6	to	to	PART
esrj-68320	127	7	identify	identify	VERB
esrj-68320	127	8	calcareous	calcareous	ADJ
esrj-68320	127	9	lithologies	lithology	NOUN
esrj-68320	127	10	in	in	ADP
esrj-68320	127	11	the	the	DET
esrj-68320	127	12	study	study	NOUN
esrj-68320	127	13	area	area	NOUN
esrj-68320	127	14	.	.	PUNCT
esrj-68320	128	1	figure	figure	NOUN
esrj-68320	128	2	5	5	NUM
esrj-68320	128	3	.	.	PUNCT
esrj-68320	129	1	svm	svm	PROPN
esrj-68320	129	2	sketch	sketch	NOUN
esrj-68320	129	3	for	for	ADP
esrj-68320	129	4	automatic	automatic	ADJ
esrj-68320	129	5	identification	identification	NOUN
esrj-68320	129	6	of	of	ADP
esrj-68320	129	7	fossiliferous	fossiliferous	ADJ
esrj-68320	129	8	limestones	limestone	NOUN
esrj-68320	129	9	in	in	ADP
esrj-68320	129	10	training	training	NOUN
esrj-68320	129	11	(	(	PUNCT
esrj-68320	129	12	a	a	PRON
esrj-68320	129	13	,	,	PUNCT
esrj-68320	129	14	left	left	ADJ
esrj-68320	129	15	)	)	PUNCT
esrj-68320	129	16	and	and	CCONJ
esrj-68320	129	17	classification	classification	NOUN
esrj-68320	129	18	(	(	PUNCT
esrj-68320	129	19	b	b	NOUN
esrj-68320	129	20	,	,	PUNCT
esrj-68320	129	21	right	right	ADJ
esrj-68320	129	22	)	)	PUNCT
esrj-68320	129	23	stages	stage	NOUN
esrj-68320	129	24	.	.	PUNCT
esrj-68320	130	1	where	where	SCONJ
esrj-68320	130	2	"	"	PUNCT
esrj-68320	130	3	e	e	X
esrj-68320	130	4	"	"	PUNCT
esrj-68320	130	5	is	be	AUX
esrj-68320	130	6	a	a	DET
esrj-68320	130	7	parameter	parameter	NOUN
esrj-68320	130	8	representing	represent	VERB
esrj-68320	130	9	the	the	DET
esrj-68320	130	10	polynomial	polynomial	ADJ
esrj-68320	130	11	degree	degree	NOUN
esrj-68320	130	12	and	and	CCONJ
esrj-68320	130	13	"	"	PUNCT
esrj-68320	130	14	k	k	X
esrj-68320	130	15	"	"	PUNCT
esrj-68320	130	16	represents	represent	VERB
esrj-68320	130	17	the	the	DET
esrj-68320	130	18	kernel	kernel	NOUN
esrj-68320	130	19	function	function	NOUN
esrj-68320	130	20	depending	depend	VERB
esrj-68320	130	21	on	on	ADP
esrj-68320	130	22	variables	variable	NOUN
esrj-68320	130	23	"	"	PUNCT
esrj-68320	130	24	x	x	NOUN
esrj-68320	130	25	"	"	PUNCT
esrj-68320	130	26	and	and	CCONJ
esrj-68320	130	27	"	"	PUNCT
esrj-68320	130	28	y	y	PROPN
esrj-68320	130	29	"	"	PUNCT
esrj-68320	130	30	.	.	PUNCT
esrj-68320	131	1	in	in	ADP
esrj-68320	131	2	order	order	NOUN
esrj-68320	131	3	to	to	PART
esrj-68320	131	4	identify	identify	VERB
esrj-68320	131	5	automatically	automatically	ADV
esrj-68320	131	6	intervals	interval	NOUN
esrj-68320	131	7	with	with	ADP
esrj-68320	131	8	fossiliferous	fossiliferous	ADJ
esrj-68320	131	9	limestone	limestone	NOUN
esrj-68320	131	10	and	and	CCONJ
esrj-68320	131	11	calcareous	calcareous	ADJ
esrj-68320	131	12	shale	shale	NOUN
esrj-68320	131	13	interbedded	interbedde	VERB
esrj-68320	131	14	with	with	ADP
esrj-68320	131	15	limestone	limestone	NOUN
esrj-68320	131	16	two	two	NUM
esrj-68320	131	17	sub	sub	NOUN
esrj-68320	131	18	-	-	NOUN
esrj-68320	131	19	models	model	NOUN
esrj-68320	131	20	based	base	VERB
esrj-68320	131	21	on	on	ADP
esrj-68320	131	22	svms	svms	NOUN
esrj-68320	131	23	were	be	AUX
esrj-68320	131	24	trained	train	VERB
esrj-68320	131	25	.	.	PUNCT
esrj-68320	132	1	during	during	ADP
esrj-68320	132	2	training	training	NOUN
esrj-68320	132	3	stage	stage	NOUN
esrj-68320	132	4	the	the	DET
esrj-68320	132	5	first	first	ADJ
esrj-68320	132	6	svm	svm	NOUN
esrj-68320	132	7	employs	employ	VERB
esrj-68320	132	8	neutron	neutron	NOUN
esrj-68320	132	9	,	,	PUNCT
esrj-68320	132	10	photoelectric	photoelectric	ADJ
esrj-68320	132	11	factor	factor	NOUN
esrj-68320	132	12	and	and	CCONJ
esrj-68320	132	13	gamma	gamma	NOUN
esrj-68320	132	14	rays	ray	NOUN
esrj-68320	132	15	logs	log	NOUN
esrj-68320	132	16	;	;	PUNCT
esrj-68320	132	17	also	also	ADV
esrj-68320	132	18	in	in	ADP
esrj-68320	132	19	this	this	DET
esrj-68320	132	20	stage	stage	NOUN
esrj-68320	132	21	is	be	AUX
esrj-68320	132	22	included	include	VERB
esrj-68320	132	23	mean	mean	NOUN
esrj-68320	132	24	and	and	CCONJ
esrj-68320	132	25	variance	variance	NOUN
esrj-68320	132	26	of	of	ADP
esrj-68320	132	27	resistivity	resistivity	NOUN
esrj-68320	132	28	measured	measure	VERB
esrj-68320	132	29	for	for	ADP
esrj-68320	132	30	image	image	NOUN
esrj-68320	132	31	tool	tool	NOUN
esrj-68320	132	32	,	,	PUNCT
esrj-68320	132	33	as	as	ADV
esrj-68320	132	34	well	well	ADV
esrj-68320	132	35	as	as	ADP
esrj-68320	132	36	fractal	fractal	ADJ
esrj-68320	132	37	dimension	dimension	NOUN
esrj-68320	132	38	of	of	ADP
esrj-68320	132	39	borehole	borehole	NOUN
esrj-68320	132	40	image	image	NOUN
esrj-68320	132	41	calculated	calculate	VERB
esrj-68320	132	42	with	with	ADP
esrj-68320	132	43	box	box	NOUN
esrj-68320	132	44	counting	counting	NOUN
esrj-68320	132	45	.	.	PUNCT
esrj-68320	133	1	this	this	DET
esrj-68320	133	2	svm	svm	NOUN
esrj-68320	133	3	is	be	AUX
esrj-68320	133	4	trained	train	VERB
esrj-68320	133	5	with	with	ADP
esrj-68320	133	6	interpreted	interpret	VERB
esrj-68320	133	7	interval	interval	NOUN
esrj-68320	133	8	composed	compose	VERB
esrj-68320	133	9	of	of	ADP
esrj-68320	133	10	fossiliferous	fossiliferous	ADJ
esrj-68320	133	11	limestone	limestone	NOUN
esrj-68320	133	12	of	of	ADP
esrj-68320	133	13	the	the	DET
esrj-68320	133	14	pilot	pilot	NOUN
esrj-68320	133	15	well	well	INTJ
esrj-68320	133	16	,	,	PUNCT
esrj-68320	133	17	which	which	PRON
esrj-68320	133	18	has	have	VERB
esrj-68320	133	19	core	core	NOUN
esrj-68320	133	20	-	-	PUNCT
esrj-68320	133	21	image	image	NOUN
esrj-68320	133	22	log	log	NOUN
esrj-68320	133	23	calibration	calibration	NOUN
esrj-68320	133	24	.	.	PUNCT
esrj-68320	134	1	during	during	ADP
esrj-68320	134	2	classification	classification	NOUN
esrj-68320	134	3	stage	stage	NOUN
esrj-68320	134	4	only	only	ADV
esrj-68320	134	5	nuclear	nuclear	ADJ
esrj-68320	134	6	logs	log	NOUN
esrj-68320	134	7	,	,	PUNCT
esrj-68320	134	8	mean	mean	VERB
esrj-68320	134	9	and	and	CCONJ
esrj-68320	134	10	variance	variance	NOUN
esrj-68320	134	11	of	of	ADP
esrj-68320	134	12	resistivity	resistivity	NOUN
esrj-68320	134	13	tool	tool	NOUN
esrj-68320	134	14	and	and	CCONJ
esrj-68320	134	15	fractal	fractal	ADJ
esrj-68320	134	16	dimension	dimension	NOUN
esrj-68320	134	17	of	of	ADP
esrj-68320	134	18	borehole	borehole	NOUN
esrj-68320	134	19	image	image	NOUN
esrj-68320	134	20	are	be	AUX
esrj-68320	134	21	required	require	VERB
esrj-68320	134	22	to	to	PART
esrj-68320	134	23	find	find	VERB
esrj-68320	134	24	an	an	DET
esrj-68320	134	25	automatic	automatic	ADJ
esrj-68320	134	26	indicator	indicator	NOUN
esrj-68320	134	27	of	of	ADP
esrj-68320	134	28	intervals	interval	NOUN
esrj-68320	134	29	with	with	ADP
esrj-68320	134	30	fossiliferous	fossiliferous	ADJ
esrj-68320	134	31	limestone	limestone	NOUN
esrj-68320	134	32	,	,	PUNCT
esrj-68320	134	33	which	which	PRON
esrj-68320	134	34	are	be	AUX
esrj-68320	134	35	important	important	ADJ
esrj-68320	134	36	for	for	ADP
esrj-68320	134	37	their	their	PRON
esrj-68320	134	38	hydrocarbon	hydrocarbon	NOUN
esrj-68320	134	39	production	production	NOUN
esrj-68320	134	40	in	in	ADP
esrj-68320	134	41	some	some	DET
esrj-68320	134	42	intervals	interval	NOUN
esrj-68320	134	43	of	of	ADP
esrj-68320	134	44	capacho	capacho	NOUN
esrj-68320	134	45	formation	formation	NOUN
esrj-68320	134	46	.	.	PUNCT
esrj-68320	135	1	the	the	DET
esrj-68320	135	2	figure	figure	NOUN
esrj-68320	135	3	5	5	NUM
esrj-68320	135	4	shows	show	VERB
esrj-68320	135	5	a	a	DET
esrj-68320	135	6	sketch	sketch	NOUN
esrj-68320	135	7	of	of	ADP
esrj-68320	135	8	this	this	DET
esrj-68320	135	9	svm	svm	NOUN
esrj-68320	135	10	in	in	ADP
esrj-68320	135	11	training	training	NOUN
esrj-68320	135	12	and	and	CCONJ
esrj-68320	135	13	classification	classification	NOUN
esrj-68320	135	14	stages	stage	NOUN
esrj-68320	135	15	.	.	PUNCT
esrj-68320	136	1	in	in	ADP
esrj-68320	136	2	a	a	DET
esrj-68320	136	3	similar	similar	ADJ
esrj-68320	136	4	way	way	NOUN
esrj-68320	136	5	,	,	PUNCT
esrj-68320	136	6	the	the	DET
esrj-68320	136	7	second	second	ADJ
esrj-68320	136	8	svm	svm	NOUN
esrj-68320	136	9	was	be	AUX
esrj-68320	136	10	trained	train	VERB
esrj-68320	136	11	with	with	ADP
esrj-68320	136	12	nuclear	nuclear	ADJ
esrj-68320	136	13	logs	log	NOUN
esrj-68320	136	14	,	,	PUNCT
esrj-68320	136	15	image	image	NOUN
esrj-68320	136	16	tool	tool	NOUN
esrj-68320	136	17	resistivity	resistivity	NOUN
esrj-68320	136	18	and	and	CCONJ
esrj-68320	136	19	fractal	fractal	ADJ
esrj-68320	136	20	dimension	dimension	NOUN
esrj-68320	136	21	of	of	ADP
esrj-68320	136	22	borehole	borehole	NOUN
esrj-68320	136	23	images	image	NOUN
esrj-68320	136	24	,	,	PUNCT
esrj-68320	136	25	but	but	CCONJ
esrj-68320	136	26	in	in	ADP
esrj-68320	136	27	this	this	DET
esrj-68320	136	28	case	case	NOUN
esrj-68320	136	29	,	,	PUNCT
esrj-68320	136	30	it	it	PRON
esrj-68320	136	31	was	be	AUX
esrj-68320	136	32	trained	train	VERB
esrj-68320	136	33	with	with	ADP
esrj-68320	136	34	interpreted	interpret	VERB
esrj-68320	136	35	intervals	interval	NOUN
esrj-68320	136	36	of	of	ADP
esrj-68320	136	37	calcareous	calcareous	ADJ
esrj-68320	136	38	shale	shale	NOUN
esrj-68320	136	39	interbedded	interbedde	VERB
esrj-68320	136	40	with	with	ADP
esrj-68320	136	41	limestone	limestone	NOUN
esrj-68320	136	42	of	of	ADP
esrj-68320	136	43	the	the	DET
esrj-68320	136	44	pilot	pilot	NOUN
esrj-68320	137	1	well	well	INTJ
esrj-68320	137	2	(	(	PUNCT
esrj-68320	137	3	figure	figure	NOUN
esrj-68320	137	4	6	6	NUM
esrj-68320	137	5	)	)	PUNCT
esrj-68320	137	6	.	.	PUNCT
esrj-68320	138	1	during	during	ADP
esrj-68320	138	2	classification	classification	NOUN
esrj-68320	138	3	,	,	PUNCT
esrj-68320	138	4	information	information	NOUN
esrj-68320	138	5	of	of	ADP
esrj-68320	138	6	calcareous	calcareous	ADJ
esrj-68320	138	7	shale	shale	NOUN
esrj-68320	138	8	interbedded	interbedde	VERB
esrj-68320	138	9	with	with	ADP
esrj-68320	138	10	limestone	limestone	NOUN
esrj-68320	138	11	is	be	AUX
esrj-68320	138	12	not	not	PART
esrj-68320	138	13	required	require	VERB
esrj-68320	138	14	and	and	CCONJ
esrj-68320	138	15	then	then	ADV
esrj-68320	138	16	this	this	DET
esrj-68320	138	17	svm	svm	NOUN
esrj-68320	138	18	automatically	automatically	ADV
esrj-68320	138	19	draws	draw	VERB
esrj-68320	138	20	a	a	DET
esrj-68320	138	21	flag	flag	NOUN
esrj-68320	138	22	where	where	SCONJ
esrj-68320	138	23	these	these	DET
esrj-68320	138	24	lithologies	lithology	NOUN
esrj-68320	138	25	are	be	AUX
esrj-68320	138	26	present	present	ADJ
esrj-68320	138	27	,	,	PUNCT
esrj-68320	138	28	only	only	ADV
esrj-68320	138	29	using	use	VERB
esrj-68320	138	30	the	the	DET
esrj-68320	138	31	data	datum	NOUN
esrj-68320	138	32	showed	show	VERB
esrj-68320	138	33	in	in	ADP
esrj-68320	138	34	the	the	DET
esrj-68320	138	35	figure	figure	NOUN
esrj-68320	138	36	6b	6b	NOUN
esrj-68320	138	37	.	.	PUNCT
esrj-68320	139	1	the	the	DET
esrj-68320	139	2	task	task	NOUN
esrj-68320	139	3	of	of	ADP
esrj-68320	139	4	this	this	DET
esrj-68320	139	5	svm	svm	NOUN
esrj-68320	139	6	is	be	AUX
esrj-68320	139	7	important	important	ADJ
esrj-68320	139	8	because	because	SCONJ
esrj-68320	139	9	fractured	fractured	ADJ
esrj-68320	139	10	intervals	interval	NOUN
esrj-68320	139	11	of	of	ADP
esrj-68320	139	12	calcareous	calcareous	ADJ
esrj-68320	139	13	shale	shale	NOUN
esrj-68320	139	14	interbedded	interbedde	VERB
esrj-68320	139	15	with	with	ADP
esrj-68320	139	16	limestone	limestone	NOUN
esrj-68320	139	17	have	have	AUX
esrj-68320	139	18	been	be	AUX
esrj-68320	139	19	reported	report	VERB
esrj-68320	139	20	as	as	ADP
esrj-68320	139	21	hydrocarbon	hydrocarbon	NOUN
esrj-68320	139	22	producer	producer	NOUN
esrj-68320	139	23	in	in	ADP
esrj-68320	139	24	la	la	PROPN
esrj-68320	139	25	luna	luna	PROPN
esrj-68320	139	26	formation	formation	NOUN
esrj-68320	139	27	.	.	PUNCT
esrj-68320	140	1	the	the	DET
esrj-68320	140	2	rest	rest	NOUN
esrj-68320	140	3	of	of	ADP
esrj-68320	140	4	calcareous	calcareous	ADJ
esrj-68320	140	5	rocks	rock	NOUN
esrj-68320	140	6	present	present	ADJ
esrj-68320	140	7	in	in	ADP
esrj-68320	140	8	the	the	DET
esrj-68320	140	9	studied	study	VERB
esrj-68320	140	10	sequence	sequence	NOUN
esrj-68320	140	11	are	be	AUX
esrj-68320	140	12	easily	easily	ADV
esrj-68320	140	13	recognize	recognize	VERB
esrj-68320	140	14	using	use	VERB
esrj-68320	140	15	a	a	DET
esrj-68320	140	16	logic	logic	NOUN
esrj-68320	140	17	function	function	NOUN
esrj-68320	140	18	,	,	PUNCT
esrj-68320	140	19	where	where	SCONJ
esrj-68320	140	20	all	all	DET
esrj-68320	140	21	sections	section	NOUN
esrj-68320	140	22	with	with	ADP
esrj-68320	140	23	photoelectric	photoelectric	ADJ
esrj-68320	140	24	factor	factor	NOUN
esrj-68320	140	25	equal	equal	ADJ
esrj-68320	140	26	or	or	CCONJ
esrj-68320	140	27	higher	high	ADJ
esrj-68320	140	28	than	than	ADP
esrj-68320	140	29	4	4	NUM
esrj-68320	140	30	are	be	AUX
esrj-68320	140	31	classified	classify	VERB
esrj-68320	140	32	as	as	ADP
esrj-68320	140	33	laminated	laminate	VERB
esrj-68320	140	34	calcareous	calcareous	ADJ
esrj-68320	140	35	rocks	rock	NOUN
esrj-68320	140	36	,	,	PUNCT
esrj-68320	140	37	as	as	ADV
esrj-68320	140	38	long	long	ADV
esrj-68320	140	39	as	as	SCONJ
esrj-68320	140	40	they	they	PRON
esrj-68320	140	41	were	be	AUX
esrj-68320	140	42	not	not	PART
esrj-68320	140	43	previously	previously	ADV
esrj-68320	140	44	classified	classify	VERB
esrj-68320	140	45	by	by	ADP
esrj-68320	140	46	the	the	DET
esrj-68320	140	47	first	first	ADJ
esrj-68320	140	48	svm	svm	NOUN
esrj-68320	140	49	nor	nor	CCONJ
esrj-68320	140	50	the	the	DET
esrj-68320	140	51	second	second	ADJ
esrj-68320	140	52	.	.	PUNCT
esrj-68320	141	1	the	the	DET
esrj-68320	141	2	figure	figure	NOUN
esrj-68320	141	3	7	7	NUM
esrj-68320	141	4	shows	show	VERB
esrj-68320	141	5	the	the	DET
esrj-68320	141	6	model	model	NOUN
esrj-68320	141	7	applied	apply	VERB
esrj-68320	141	8	to	to	PART
esrj-68320	141	9	identify	identify	VERB
esrj-68320	141	10	calcareous	calcareous	ADJ
esrj-68320	141	11	lithologies	lithology	NOUN
esrj-68320	141	12	in	in	ADP
esrj-68320	141	13	the	the	DET
esrj-68320	141	14	study	study	NOUN
esrj-68320	141	15	area	area	NOUN
esrj-68320	141	16	and	and	CCONJ
esrj-68320	141	17	also	also	ADV
esrj-68320	141	18	relationship	relationship	NOUN
esrj-68320	141	19	between	between	ADP
esrj-68320	141	20	the	the	DET
esrj-68320	141	21	logic	logic	NOUN
esrj-68320	141	22	function	function	NOUN
esrj-68320	141	23	and	and	CCONJ
esrj-68320	141	24	svms	svms	NOUN
esrj-68320	141	25	.	.	PUNCT
esrj-68320	142	1	4.1	4.1	NUM
esrj-68320	142	2	confusion	confusion	NOUN
esrj-68320	142	3	matrices	matrix	NOUN
esrj-68320	142	4	applied	apply	VERB
esrj-68320	142	5	to	to	PART
esrj-68320	142	6	evaluate	evaluate	VERB
esrj-68320	142	7	the	the	DET
esrj-68320	142	8	model	model	NOUN
esrj-68320	142	9	the	the	DET
esrj-68320	142	10	performance	performance	NOUN
esrj-68320	142	11	evaluation	evaluation	NOUN
esrj-68320	142	12	of	of	ADP
esrj-68320	142	13	a	a	DET
esrj-68320	142	14	classification	classification	NOUN
esrj-68320	142	15	model	model	NOUN
esrj-68320	142	16	is	be	AUX
esrj-68320	142	17	based	base	VERB
esrj-68320	142	18	on	on	ADP
esrj-68320	142	19	the	the	DET
esrj-68320	142	20	counts	count	NOUN
esrj-68320	142	21	of	of	ADP
esrj-68320	142	22	test	test	NOUN
esrj-68320	142	23	records	record	NOUN
esrj-68320	142	24	correctly	correctly	ADV
esrj-68320	142	25	classified	classify	VERB
esrj-68320	142	26	,	,	PUNCT
esrj-68320	142	27	comparing	compare	VERB
esrj-68320	142	28	with	with	ADP
esrj-68320	142	29	the	the	DET
esrj-68320	142	30	interpretations	interpretation	NOUN
esrj-68320	142	31	of	of	ADP
esrj-68320	142	32	a	a	DET
esrj-68320	142	33	geologist	geologist	NOUN
esrj-68320	142	34	.	.	PUNCT
esrj-68320	143	1	these	these	DET
esrj-68320	143	2	counts	count	NOUN
esrj-68320	143	3	are	be	AUX
esrj-68320	143	4	organized	organize	VERB
esrj-68320	143	5	in	in	ADP
esrj-68320	143	6	a	a	DET
esrj-68320	143	7	table	table	NOUN
esrj-68320	143	8	known	know	VERB
esrj-68320	143	9	as	as	ADP
esrj-68320	143	10	a	a	DET
esrj-68320	143	11	confusion	confusion	NOUN
esrj-68320	143	12	matrix	matrix	NOUN
esrj-68320	143	13	.	.	PUNCT
esrj-68320	144	1	in	in	ADP
esrj-68320	144	2	this	this	DET
esrj-68320	144	3	research	research	NOUN
esrj-68320	144	4	each	each	DET
esrj-68320	144	5	classification	classification	NOUN
esrj-68320	144	6	is	be	AUX
esrj-68320	144	7	considered	consider	VERB
esrj-68320	144	8	as	as	ADP
esrj-68320	144	9	a	a	DET
esrj-68320	144	10	two	two	NUM
esrj-68320	144	11	-	-	PUNCT
esrj-68320	144	12	class	class	NOUN
esrj-68320	144	13	case	case	NOUN
esrj-68320	144	14	with	with	ADP
esrj-68320	144	15	classes	class	NOUN
esrj-68320	145	1	yes	yes	INTJ
esrj-68320	145	2	and	and	CCONJ
esrj-68320	145	3	no	no	INTJ
esrj-68320	145	4	(	(	PUNCT
esrj-68320	145	5	“	"	PUNCT
esrj-68320	145	6	there	there	PRON
esrj-68320	145	7	are	be	VERB
esrj-68320	145	8	”	"	PUNCT
esrj-68320	145	9	or	or	CCONJ
esrj-68320	145	10	“	"	PUNCT
esrj-68320	145	11	there	there	PRON
esrj-68320	145	12	are	be	VERB
esrj-68320	145	13	not	not	PART
esrj-68320	145	14	”	"	PUNCT
esrj-68320	145	15	)	)	PUNCT
esrj-68320	145	16	,	,	PUNCT
esrj-68320	145	17	where	where	SCONJ
esrj-68320	145	18	each	each	DET
esrj-68320	145	19	single	single	ADJ
esrj-68320	145	20	classification	classification	NOUN
esrj-68320	145	21	has	have	VERB
esrj-68320	145	22	four	four	NUM
esrj-68320	145	23	different	different	ADJ
esrj-68320	145	24	possible	possible	ADJ
esrj-68320	145	25	outcomes	outcome	NOUN
esrj-68320	145	26	shown	show	VERB
esrj-68320	145	27	in	in	ADP
esrj-68320	145	28	the	the	DET
esrj-68320	145	29	confusion	confusion	NOUN
esrj-68320	145	30	matrix	matrix	NOUN
esrj-68320	145	31	for	for	ADP
esrj-68320	145	32	a	a	DET
esrj-68320	145	33	binary	binary	ADJ
esrj-68320	145	34	classification	classification	NOUN
esrj-68320	145	35	of	of	ADP
esrj-68320	145	36	table	table	NOUN
esrj-68320	145	37	1	1	NUM
esrj-68320	145	38	.	.	PUNCT
esrj-68320	146	1	(	(	PUNCT
esrj-68320	146	2	4	4	NUM
esrj-68320	146	3	)	)	PUNCT
esrj-68320	146	4	80	80	NUM
esrj-68320	146	5	jorge	jorge	PROPN
esrj-68320	146	6	a.	a.	PROPN
esrj-68320	146	7	leal	leal	PROPN
esrj-68320	146	8	f.	f.	PROPN
esrj-68320	146	9	,	,	PUNCT
esrj-68320	146	10	luis	luis	PROPN
esrj-68320	146	11	h.	h.	PROPN
esrj-68320	146	12	ochoa	ochoa	PROPN
esrj-68320	146	13	g.	g.	PROPN
esrj-68320	146	14	,	,	PUNCT
esrj-68320	146	15	carmen	carmen	PROPN
esrj-68320	146	16	c.	c.	PROPN
esrj-68320	146	17	contreras	contreras	PROPN
esrj-68320	146	18	f.	f.	PROPN
esrj-68320	146	19	in	in	ADP
esrj-68320	146	20	order	order	NOUN
esrj-68320	146	21	to	to	PART
esrj-68320	146	22	evaluate	evaluate	VERB
esrj-68320	146	23	the	the	DET
esrj-68320	146	24	logic	logic	NOUN
esrj-68320	146	25	function	function	NOUN
esrj-68320	146	26	and	and	CCONJ
esrj-68320	146	27	svms	svms	NOUN
esrj-68320	146	28	performance	performance	NOUN
esrj-68320	146	29	,	,	PUNCT
esrj-68320	146	30	confusion	confusion	NOUN
esrj-68320	146	31	matrices	matrix	NOUN
esrj-68320	146	32	were	be	AUX
esrj-68320	146	33	applied	apply	VERB
esrj-68320	146	34	to	to	ADP
esrj-68320	146	35	the	the	DET
esrj-68320	146	36	five	five	NUM
esrj-68320	146	37	analyzed	analyze	VERB
esrj-68320	146	38	wells	well	NOUN
esrj-68320	146	39	.	.	PUNCT
esrj-68320	147	1	it	it	PRON
esrj-68320	147	2	is	be	AUX
esrj-68320	147	3	important	important	ADJ
esrj-68320	147	4	to	to	PART
esrj-68320	147	5	notice	notice	VERB
esrj-68320	147	6	that	that	SCONJ
esrj-68320	147	7	data	datum	NOUN
esrj-68320	147	8	in	in	ADP
esrj-68320	147	9	bad	bad	ADJ
esrj-68320	147	10	hole	hole	NOUN
esrj-68320	147	11	condition	condition	NOUN
esrj-68320	147	12	was	be	AUX
esrj-68320	147	13	removed	remove	VERB
esrj-68320	147	14	because	because	SCONJ
esrj-68320	147	15	of	of	ADP
esrj-68320	147	16	logging	log	VERB
esrj-68320	147	17	tools	tool	NOUN
esrj-68320	147	18	are	be	AUX
esrj-68320	147	19	affected	affect	VERB
esrj-68320	147	20	along	along	ADP
esrj-68320	147	21	these	these	DET
esrj-68320	147	22	intervals	interval	NOUN
esrj-68320	147	23	and	and	CCONJ
esrj-68320	147	24	their	their	PRON
esrj-68320	147	25	measures	measure	NOUN
esrj-68320	147	26	do	do	AUX
esrj-68320	147	27	not	not	PART
esrj-68320	147	28	reflex	reflex	VERB
esrj-68320	147	29	real	real	ADJ
esrj-68320	147	30	properties	property	NOUN
esrj-68320	147	31	of	of	ADP
esrj-68320	147	32	the	the	DET
esrj-68320	147	33	rocks	rock	NOUN
esrj-68320	147	34	.	.	PUNCT
esrj-68320	148	1	the	the	DET
esrj-68320	148	2	sampling	sampling	NOUN
esrj-68320	148	3	in	in	ADP
esrj-68320	148	4	confusion	confusion	NOUN
esrj-68320	148	5	matrices	matrix	NOUN
esrj-68320	148	6	was	be	AUX
esrj-68320	148	7	taken	take	VERB
esrj-68320	148	8	each	each	DET
esrj-68320	148	9	16.26	16.26	NUM
esrj-68320	148	10	centimeters	centimeter	NOUN
esrj-68320	148	11	;	;	PUNCT
esrj-68320	148	12	therefore	therefore	ADV
esrj-68320	148	13	1000	1000	NUM
esrj-68320	148	14	samples	sample	NOUN
esrj-68320	148	15	represent	represent	VERB
esrj-68320	148	16	around	around	ADV
esrj-68320	148	17	162.6	162.6	NUM
esrj-68320	148	18	meters	meter	NOUN
esrj-68320	148	19	of	of	ADP
esrj-68320	148	20	length	length	NOUN
esrj-68320	148	21	in	in	ADP
esrj-68320	148	22	the	the	DET
esrj-68320	148	23	wells	well	NOUN
esrj-68320	148	24	.	.	PUNCT
esrj-68320	149	1	the	the	DET
esrj-68320	149	2	sampling	sample	VERB
esrj-68320	149	3	rate	rate	NOUN
esrj-68320	149	4	of	of	ADP
esrj-68320	149	5	fractal	fractal	ADJ
esrj-68320	149	6	dimension	dimension	NOUN
esrj-68320	149	7	curves	curve	NOUN
esrj-68320	149	8	is	be	AUX
esrj-68320	149	9	also	also	ADV
esrj-68320	149	10	16.26	16.26	NUM
esrj-68320	149	11	centimeters	centimeter	NOUN
esrj-68320	149	12	(	(	PUNCT
esrj-68320	149	13	from	from	ADP
esrj-68320	149	14	the	the	DET
esrj-68320	149	15	box	box	NOUN
esrj-68320	149	16	counting	counting	NOUN
esrj-68320	149	17	processing	processing	NOUN
esrj-68320	149	18	)	)	PUNCT
esrj-68320	149	19	,	,	PUNCT
esrj-68320	149	20	as	as	ADV
esrj-68320	149	21	well	well	ADV
esrj-68320	149	22	as	as	ADP
esrj-68320	149	23	it	it	PRON
esrj-68320	149	24	is	be	AUX
esrj-68320	149	25	the	the	DET
esrj-68320	149	26	interpolated	interpolate	VERB
esrj-68320	149	27	sampling	sampling	NOUN
esrj-68320	149	28	rates	rate	NOUN
esrj-68320	149	29	of	of	ADP
esrj-68320	149	30	nuclear	nuclear	ADJ
esrj-68320	149	31	and	and	CCONJ
esrj-68320	149	32	resistivity	resistivity	NOUN
esrj-68320	149	33	logs	log	NOUN
esrj-68320	149	34	data	datum	NOUN
esrj-68320	149	35	.	.	PUNCT
esrj-68320	150	1	5	5	X
esrj-68320	150	2	.	.	X
esrj-68320	150	3	results	result	NOUN
esrj-68320	150	4	and	and	CCONJ
esrj-68320	150	5	discussion	discussion	NOUN
esrj-68320	150	6	according	accord	VERB
esrj-68320	150	7	confusion	confusion	NOUN
esrj-68320	150	8	matrix	matrix	NOUN
esrj-68320	150	9	,	,	PUNCT
esrj-68320	150	10	the	the	DET
esrj-68320	150	11	first	first	ADJ
esrj-68320	150	12	svm	svm	NOUN
esrj-68320	150	13	applied	apply	VERB
esrj-68320	150	14	to	to	PART
esrj-68320	150	15	identify	identify	VERB
esrj-68320	150	16	fossiliferous	fossiliferous	ADJ
esrj-68320	150	17	limestones	limestone	NOUN
esrj-68320	150	18	presents	present	VERB
esrj-68320	150	19	an	an	DET
esrj-68320	150	20	average	average	ADJ
esrj-68320	150	21	accuracy	accuracy	NOUN
esrj-68320	150	22	of	of	ADP
esrj-68320	150	23	98.8	98.8	NUM
esrj-68320	150	24	%	%	NOUN
esrj-68320	150	25	,	,	PUNCT
esrj-68320	150	26	with	with	ADP
esrj-68320	150	27	best	good	ADJ
esrj-68320	150	28	classification	classification	NOUN
esrj-68320	150	29	in	in	ADP
esrj-68320	150	30	the	the	DET
esrj-68320	150	31	wells	well	NOUN
esrj-68320	150	32	pc-8	pc-8	PUNCT
esrj-68320	150	33	and	and	CCONJ
esrj-68320	150	34	pc-9	pc-9	ADV
esrj-68320	150	35	,	,	PUNCT
esrj-68320	150	36	counting	count	VERB
esrj-68320	150	37	1671	1671	NUM
esrj-68320	150	38	samples	sample	NOUN
esrj-68320	150	39	correctly	correctly	ADV
esrj-68320	150	40	of	of	ADP
esrj-68320	150	41	1688	1688	NUM
esrj-68320	150	42	(	(	PUNCT
esrj-68320	150	43	pc-8	pc-8	X
esrj-68320	150	44	)	)	PUNCT
esrj-68320	150	45	and	and	CCONJ
esrj-68320	150	46	1991	1991	NUM
esrj-68320	150	47	correct	correct	ADJ
esrj-68320	150	48	samples	sample	NOUN
esrj-68320	150	49	of	of	ADP
esrj-68320	150	50	2011	2011	NUM
esrj-68320	150	51	for	for	ADP
esrj-68320	150	52	the	the	DET
esrj-68320	150	53	well	well	NOUN
esrj-68320	150	54	pc-9	pc-9	NOUN
esrj-68320	150	55	;	;	PUNCT
esrj-68320	150	56	the	the	DET
esrj-68320	150	57	lower	low	ADJ
esrj-68320	150	58	performance	performance	NOUN
esrj-68320	150	59	for	for	ADP
esrj-68320	150	60	this	this	DET
esrj-68320	150	61	svm	svm	NOUN
esrj-68320	150	62	was	be	AUX
esrj-68320	150	63	in	in	ADP
esrj-68320	150	64	the	the	DET
esrj-68320	150	65	well	well	NOUN
esrj-68320	150	66	pc-6	pc-6	PUNCT
esrj-68320	150	67	with	with	ADP
esrj-68320	150	68	98.5	98.5	NUM
esrj-68320	150	69	%	%	NOUN
esrj-68320	150	70	,	,	PUNCT
esrj-68320	150	71	where	where	SCONJ
esrj-68320	150	72	24	24	NUM
esrj-68320	150	73	samples	sample	NOUN
esrj-68320	150	74	were	be	AUX
esrj-68320	150	75	wrongly	wrongly	ADV
esrj-68320	150	76	classified	classify	VERB
esrj-68320	150	77	of	of	ADP
esrj-68320	150	78	1633	1633	NUM
esrj-68320	150	79	,	,	PUNCT
esrj-68320	150	80	as	as	SCONJ
esrj-68320	150	81	shown	show	VERB
esrj-68320	150	82	in	in	ADP
esrj-68320	150	83	confusion	confusion	NOUN
esrj-68320	150	84	matrices	matrix	NOUN
esrj-68320	150	85	of	of	ADP
esrj-68320	150	86	table	table	NOUN
esrj-68320	150	87	2	2	NUM
esrj-68320	150	88	.	.	PUNCT
esrj-68320	151	1	in	in	ADP
esrj-68320	151	2	other	other	ADJ
esrj-68320	151	3	hand	hand	NOUN
esrj-68320	151	4	,	,	PUNCT
esrj-68320	151	5	identification	identification	NOUN
esrj-68320	151	6	of	of	ADP
esrj-68320	151	7	interval	interval	NOUN
esrj-68320	151	8	with	with	ADP
esrj-68320	151	9	calcareous	calcareous	ADJ
esrj-68320	151	10	shale	shale	NOUN
esrj-68320	151	11	interbedded	interbedde	VERB
esrj-68320	151	12	with	with	ADP
esrj-68320	151	13	limestone	limestone	NOUN
esrj-68320	151	14	was	be	AUX
esrj-68320	151	15	performed	perform	VERB
esrj-68320	151	16	by	by	ADP
esrj-68320	151	17	the	the	DET
esrj-68320	151	18	second	second	ADJ
esrj-68320	151	19	svm	svm	NOUN
esrj-68320	151	20	,	,	PUNCT
esrj-68320	151	21	having	have	VERB
esrj-68320	151	22	average	average	ADJ
esrj-68320	151	23	accuracy	accuracy	NOUN
esrj-68320	151	24	of	of	ADP
esrj-68320	151	25	94.0	94.0	NUM
esrj-68320	151	26	%	%	NOUN
esrj-68320	151	27	and	and	CCONJ
esrj-68320	151	28	best	good	ADJ
esrj-68320	151	29	execution	execution	NOUN
esrj-68320	151	30	in	in	ADP
esrj-68320	151	31	the	the	DET
esrj-68320	151	32	well	well	NOUN
esrj-68320	151	33	pc-6	pc-6	PUNCT
esrj-68320	151	34	with	with	ADP
esrj-68320	151	35	96.8	96.8	NUM
esrj-68320	151	36	%	%	NOUN
esrj-68320	151	37	,	,	PUNCT
esrj-68320	151	38	counting	count	VERB
esrj-68320	151	39	1581	1581	NUM
esrj-68320	151	40	samples	sample	NOUN
esrj-68320	151	41	correctly	correctly	ADV
esrj-68320	151	42	of	of	ADP
esrj-68320	151	43	1633	1633	NUM
esrj-68320	151	44	;	;	PUNCT
esrj-68320	151	45	lower	low	ADJ
esrj-68320	151	46	performance	performance	NOUN
esrj-68320	151	47	was	be	AUX
esrj-68320	151	48	in	in	ADP
esrj-68320	151	49	the	the	DET
esrj-68320	151	50	well	well	NOUN
esrj-68320	151	51	pc-10	pc-10	NOUN
esrj-68320	151	52	with	with	ADP
esrj-68320	151	53	90.5	90.5	NUM
esrj-68320	151	54	%	%	NOUN
esrj-68320	151	55	where	where	SCONJ
esrj-68320	151	56	179	179	NUM
esrj-68320	151	57	samples	sample	NOUN
esrj-68320	151	58	were	be	AUX
esrj-68320	151	59	wrongly	wrongly	ADV
esrj-68320	151	60	classified	classify	VERB
esrj-68320	151	61	of	of	ADP
esrj-68320	151	62	1889	1889	NUM
esrj-68320	151	63	,	,	PUNCT
esrj-68320	151	64	as	as	SCONJ
esrj-68320	151	65	shown	show	VERB
esrj-68320	151	66	in	in	ADP
esrj-68320	151	67	table	table	NOUN
esrj-68320	151	68	3	3	NUM
esrj-68320	151	69	.	.	PUNCT
esrj-68320	152	1	finally	finally	ADV
esrj-68320	152	2	,	,	PUNCT
esrj-68320	152	3	the	the	DET
esrj-68320	152	4	logic	logic	NOUN
esrj-68320	152	5	function	function	NOUN
esrj-68320	152	6	used	use	VERB
esrj-68320	152	7	to	to	PART
esrj-68320	152	8	identify	identify	VERB
esrj-68320	152	9	laminated	laminate	VERB
esrj-68320	152	10	calcareous	calcareous	ADJ
esrj-68320	152	11	rocks	rock	NOUN
esrj-68320	152	12	,	,	PUNCT
esrj-68320	152	13	has	have	VERB
esrj-68320	152	14	average	average	ADJ
esrj-68320	152	15	accuracy	accuracy	NOUN
esrj-68320	152	16	of	of	ADP
esrj-68320	152	17	94.6	94.6	NUM
esrj-68320	152	18	%	%	NOUN
esrj-68320	152	19	,	,	PUNCT
esrj-68320	152	20	with	with	ADP
esrj-68320	152	21	best	good	ADJ
esrj-68320	152	22	performance	performance	NOUN
esrj-68320	152	23	in	in	ADP
esrj-68320	152	24	the	the	DET
esrj-68320	152	25	well	well	NOUN
esrj-68320	152	26	pc-6	pc-6	PUNCT
esrj-68320	152	27	with	with	ADP
esrj-68320	152	28	96.1	96.1	NUM
esrj-68320	152	29	%	%	NOUN
esrj-68320	152	30	,	,	PUNCT
esrj-68320	152	31	counting	count	VERB
esrj-68320	152	32	1569	1569	NUM
esrj-68320	152	33	samples	sample	NOUN
esrj-68320	152	34	correctly	correctly	ADV
esrj-68320	152	35	of	of	ADP
esrj-68320	152	36	1633	1633	NUM
esrj-68320	152	37	and	and	CCONJ
esrj-68320	152	38	lower	low	ADJ
esrj-68320	152	39	execution	execution	NOUN
esrj-68320	152	40	in	in	ADP
esrj-68320	152	41	the	the	DET
esrj-68320	152	42	well	well	NOUN
esrj-68320	152	43	pc-8	pc-8	NOUN
esrj-68320	152	44	with	with	ADP
esrj-68320	152	45	92.7	92.7	NUM
esrj-68320	152	46	%	%	NOUN
esrj-68320	152	47	,	,	PUNCT
esrj-68320	152	48	where	where	SCONJ
esrj-68320	152	49	123	123	NUM
esrj-68320	152	50	samples	sample	NOUN
esrj-68320	152	51	were	be	AUX
esrj-68320	152	52	wrongly	wrongly	ADV
esrj-68320	152	53	classified	classify	VERB
esrj-68320	152	54	of	of	ADP
esrj-68320	152	55	1688	1688	NUM
esrj-68320	152	56	(	(	PUNCT
esrj-68320	152	57	table	table	NOUN
esrj-68320	152	58	4	4	NUM
esrj-68320	152	59	)	)	PUNCT
esrj-68320	152	60	.	.	PUNCT
esrj-68320	153	1	table	table	NOUN
esrj-68320	153	2	2	2	NUM
esrj-68320	153	3	.	.	PUNCT
esrj-68320	153	4	confusion	confusion	NOUN
esrj-68320	153	5	matrix	matrix	NOUN
esrj-68320	153	6	–	–	PUNCT
esrj-68320	153	7	intervals	interval	NOUN
esrj-68320	153	8	of	of	ADP
esrj-68320	153	9	fossiliferous	fossiliferous	ADJ
esrj-68320	153	10	limestone	limestone	NOUN
esrj-68320	153	11	–	–	PUNCT
esrj-68320	153	12	1st	1st	ADJ
esrj-68320	153	13	svm	svm	PROPN
esrj-68320	153	14	.	.	PROPN
esrj-68320	153	15	table	table	NOUN
esrj-68320	153	16	3	3	NUM
esrj-68320	153	17	.	.	PUNCT
esrj-68320	153	18	confusion	confusion	NOUN
esrj-68320	153	19	matrix	matrix	NOUN
esrj-68320	153	20	–	–	PUNCT
esrj-68320	153	21	intervals	interval	NOUN
esrj-68320	153	22	of	of	ADP
esrj-68320	153	23	calcareous	calcareous	ADJ
esrj-68320	153	24	shale	shale	NOUN
esrj-68320	153	25	interbedded	interbedde	VERB
esrj-68320	153	26	with	with	ADP
esrj-68320	153	27	limestone	limestone	NOUN
esrj-68320	153	28	–	–	PUNCT
esrj-68320	153	29	2nd	2nd	ADJ
esrj-68320	153	30	svm	svm	PROPN
esrj-68320	153	31	.	.	PROPN
esrj-68320	153	32	table	table	NOUN
esrj-68320	153	33	1	1	NUM
esrj-68320	153	34	.	.	PUNCT
esrj-68320	153	35	confusion	confusion	NOUN
esrj-68320	153	36	matrix	matrix	NOUN
esrj-68320	153	37	for	for	ADP
esrj-68320	153	38	a	a	DET
esrj-68320	153	39	binary	binary	ADJ
esrj-68320	153	40	classification	classification	NOUN
esrj-68320	153	41	case	case	NOUN
esrj-68320	153	42	.	.	PUNCT
esrj-68320	154	1	table	table	NOUN
esrj-68320	154	2	4	4	NUM
esrj-68320	154	3	.	.	PUNCT
esrj-68320	154	4	confusion	confusion	NOUN
esrj-68320	154	5	matrix	matrix	NOUN
esrj-68320	154	6	–	–	PUNCT
esrj-68320	154	7	intervals	interval	NOUN
esrj-68320	154	8	of	of	ADP
esrj-68320	154	9	laminated	laminate	VERB
esrj-68320	154	10	calcareous	calcareous	ADJ
esrj-68320	154	11	rocks	rock	NOUN
esrj-68320	154	12	–	–	PUNCT
esrj-68320	154	13	logic	logic	NOUN
esrj-68320	154	14	function	function	NOUN
esrj-68320	154	15	.	.	PUNCT
esrj-68320	155	1	the	the	DET
esrj-68320	155	2	true	true	ADJ
esrj-68320	155	3	positives	positive	NOUN
esrj-68320	155	4	(	(	PUNCT
esrj-68320	155	5	tp	tp	NOUN
esrj-68320	155	6	)	)	PUNCT
esrj-68320	155	7	and	and	CCONJ
esrj-68320	155	8	true	true	ADJ
esrj-68320	155	9	negatives	negative	NOUN
esrj-68320	155	10	(	(	PUNCT
esrj-68320	155	11	tn	tn	NOUN
esrj-68320	155	12	)	)	PUNCT
esrj-68320	155	13	are	be	AUX
esrj-68320	155	14	correct	correct	ADJ
esrj-68320	155	15	classifications	classification	NOUN
esrj-68320	155	16	.	.	PUNCT
esrj-68320	156	1	a	a	DET
esrj-68320	156	2	false	false	ADJ
esrj-68320	156	3	positive	positive	ADJ
esrj-68320	156	4	(	(	PUNCT
esrj-68320	156	5	fp	fp	NOUN
esrj-68320	156	6	)	)	PUNCT
esrj-68320	156	7	occurs	occur	VERB
esrj-68320	156	8	when	when	SCONJ
esrj-68320	156	9	the	the	DET
esrj-68320	156	10	outcome	outcome	NOUN
esrj-68320	156	11	is	be	AUX
esrj-68320	156	12	incorrectly	incorrectly	ADV
esrj-68320	156	13	classified	classify	VERB
esrj-68320	156	14	as	as	ADP
esrj-68320	156	15	yes	yes	INTJ
esrj-68320	156	16	(	(	PUNCT
esrj-68320	156	17	or	or	CCONJ
esrj-68320	156	18	positive	positive	ADJ
esrj-68320	156	19	)	)	PUNCT
esrj-68320	156	20	when	when	SCONJ
esrj-68320	156	21	it	it	PRON
esrj-68320	156	22	is	be	AUX
esrj-68320	156	23	actually	actually	ADV
esrj-68320	156	24	no	no	PRON
esrj-68320	156	25	(	(	PUNCT
esrj-68320	156	26	negative	negative	ADJ
esrj-68320	156	27	)	)	PUNCT
esrj-68320	156	28	.	.	PUNCT
esrj-68320	157	1	a	a	DET
esrj-68320	157	2	false	false	ADJ
esrj-68320	157	3	negative	negative	ADJ
esrj-68320	157	4	(	(	PUNCT
esrj-68320	157	5	fn	fn	NOUN
esrj-68320	157	6	)	)	PUNCT
esrj-68320	157	7	occurs	occur	VERB
esrj-68320	157	8	when	when	SCONJ
esrj-68320	157	9	the	the	DET
esrj-68320	157	10	outcome	outcome	NOUN
esrj-68320	157	11	is	be	AUX
esrj-68320	157	12	incorrectly	incorrectly	ADV
esrj-68320	157	13	classified	classify	VERB
esrj-68320	157	14	as	as	ADP
esrj-68320	157	15	negative	negative	ADJ
esrj-68320	157	16	when	when	SCONJ
esrj-68320	157	17	it	it	PRON
esrj-68320	157	18	is	be	AUX
esrj-68320	157	19	actually	actually	ADV
esrj-68320	157	20	positive	positive	ADJ
esrj-68320	157	21	.	.	PUNCT
esrj-68320	158	1	the	the	DET
esrj-68320	158	2	true	true	ADJ
esrj-68320	158	3	positive	positive	ADJ
esrj-68320	158	4	rate	rate	NOUN
esrj-68320	158	5	is	be	AUX
esrj-68320	158	6	tp	tp	NUM
esrj-68320	158	7	divided	divide	VERB
esrj-68320	158	8	by	by	ADP
esrj-68320	158	9	the	the	DET
esrj-68320	158	10	total	total	ADJ
esrj-68320	158	11	number	number	NOUN
esrj-68320	158	12	of	of	ADP
esrj-68320	158	13	positives	positive	NOUN
esrj-68320	158	14	,	,	PUNCT
esrj-68320	158	15	which	which	PRON
esrj-68320	158	16	is	be	AUX
esrj-68320	158	17	tp	tp	NOUN
esrj-68320	158	18	plus	plus	CCONJ
esrj-68320	158	19	fn	fn	NOUN
esrj-68320	158	20	;	;	PUNCT
esrj-68320	158	21	the	the	DET
esrj-68320	158	22	false	false	ADJ
esrj-68320	158	23	positive	positive	ADJ
esrj-68320	158	24	rate	rate	NOUN
esrj-68320	158	25	is	be	AUX
esrj-68320	158	26	fp	fp	AUX
esrj-68320	158	27	divided	divide	VERB
esrj-68320	158	28	by	by	ADP
esrj-68320	158	29	the	the	DET
esrj-68320	158	30	total	total	ADJ
esrj-68320	158	31	number	number	NOUN
esrj-68320	158	32	of	of	ADP
esrj-68320	158	33	negatives	negative	NOUN
esrj-68320	158	34	,	,	PUNCT
esrj-68320	158	35	(	(	PUNCT
esrj-68320	158	36	fp	fp	INTJ
esrj-68320	158	37	plus	plus	CCONJ
esrj-68320	158	38	tn	tn	PROPN
esrj-68320	158	39	)	)	PUNCT
esrj-68320	158	40	.	.	PUNCT
esrj-68320	159	1	the	the	DET
esrj-68320	159	2	overall	overall	ADJ
esrj-68320	159	3	accuracy	accuracy	NOUN
esrj-68320	159	4	percentage	percentage	NOUN
esrj-68320	159	5	is	be	AUX
esrj-68320	159	6	the	the	DET
esrj-68320	159	7	number	number	NOUN
esrj-68320	159	8	of	of	ADP
esrj-68320	159	9	correct	correct	ADJ
esrj-68320	159	10	classification	classification	NOUN
esrj-68320	159	11	divided	divide	VERB
esrj-68320	159	12	by	by	ADP
esrj-68320	159	13	the	the	DET
esrj-68320	159	14	total	total	ADJ
esrj-68320	159	15	number	number	NOUN
esrj-68320	159	16	of	of	ADP
esrj-68320	159	17	classification	classification	NOUN
esrj-68320	159	18	multiplied	multiply	VERB
esrj-68320	159	19	by	by	ADP
esrj-68320	159	20	100	100	NUM
esrj-68320	159	21	%	%	NOUN
esrj-68320	159	22	(	(	PUNCT
esrj-68320	159	23	equation	equation	NOUN
esrj-68320	159	24	5	5	NUM
esrj-68320	159	25	)	)	PUNCT
esrj-68320	159	26	,	,	PUNCT
esrj-68320	159	27	being	be	AUX
esrj-68320	159	28	the	the	DET
esrj-68320	159	29	error	error	NOUN
esrj-68320	159	30	100	100	NUM
esrj-68320	159	31	%	%	NOUN
esrj-68320	159	32	minus	minus	ADP
esrj-68320	159	33	this	this	PRON
esrj-68320	159	34	.	.	PUNCT
esrj-68320	160	1	figure	figure	NOUN
esrj-68320	160	2	8	8	NUM
esrj-68320	160	3	.	.	PUNCT
esrj-68320	161	1	track	track	NOUN
esrj-68320	161	2	3	3	NUM
esrj-68320	161	3	shows	show	VERB
esrj-68320	161	4	the	the	DET
esrj-68320	161	5	model	model	NOUN
esrj-68320	161	6	representation	representation	NOUN
esrj-68320	161	7	in	in	ADP
esrj-68320	161	8	a	a	DET
esrj-68320	161	9	typical	typical	ADJ
esrj-68320	161	10	log	log	NOUN
esrj-68320	161	11	template	template	NOUN
esrj-68320	161	12	,	,	PUNCT
esrj-68320	161	13	calcareous	calcareous	ADJ
esrj-68320	161	14	shale	shale	NOUN
esrj-68320	161	15	interbedded	interbedde	VERB
esrj-68320	161	16	with	with	ADP
esrj-68320	161	17	limestone	limestone	NOUN
esrj-68320	161	18	flag	flag	NOUN
esrj-68320	161	19	is	be	AUX
esrj-68320	161	20	presented	present	VERB
esrj-68320	161	21	in	in	ADP
esrj-68320	161	22	a	a	DET
esrj-68320	161	23	section	section	NOUN
esrj-68320	161	24	of	of	ADP
esrj-68320	161	25	la	la	PROPN
esrj-68320	161	26	luna	luna	PROPN
esrj-68320	161	27	formation	formation	NOUN
esrj-68320	161	28	and	and	CCONJ
esrj-68320	161	29	a	a	DET
esrj-68320	161	30	contact	contact	NOUN
esrj-68320	161	31	between	between	ADP
esrj-68320	161	32	laminated	laminate	VERB
esrj-68320	161	33	calcareous	calcareous	ADJ
esrj-68320	161	34	rock	rock	NOUN
esrj-68320	161	35	and	and	CCONJ
esrj-68320	161	36	fossiliferous	fossiliferous	ADJ
esrj-68320	161	37	limestone	limestone	NOUN
esrj-68320	161	38	is	be	AUX
esrj-68320	161	39	presented	present	VERB
esrj-68320	161	40	in	in	ADP
esrj-68320	161	41	capacho	capacho	NOUN
esrj-68320	161	42	formation	formation	NOUN
esrj-68320	161	43	the	the	DET
esrj-68320	161	44	final	final	ADJ
esrj-68320	161	45	representation	representation	NOUN
esrj-68320	161	46	in	in	ADP
esrj-68320	161	47	a	a	DET
esrj-68320	161	48	common	common	ADJ
esrj-68320	161	49	log	log	NOUN
esrj-68320	161	50	template	template	NOUN
esrj-68320	161	51	is	be	AUX
esrj-68320	161	52	shown	show	VERB
esrj-68320	161	53	in	in	ADP
esrj-68320	161	54	track	track	NOUN
esrj-68320	161	55	3	3	NUM
esrj-68320	161	56	of	of	ADP
esrj-68320	161	57	figure	figure	NOUN
esrj-68320	161	58	8	8	NUM
esrj-68320	161	59	;	;	PUNCT
esrj-68320	161	60	the	the	DET
esrj-68320	161	61	gamma	gamma	NOUN
esrj-68320	161	62	rays	ray	NOUN
esrj-68320	161	63	and	and	CCONJ
esrj-68320	161	64	resistivity	resistivity	NOUN
esrj-68320	161	65	image	image	NOUN
esrj-68320	161	66	are	be	AUX
esrj-68320	161	67	in	in	ADP
esrj-68320	161	68	track	track	NOUN
esrj-68320	161	69	,	,	PUNCT
esrj-68320	161	70	2	2	NUM
esrj-68320	161	71	and	and	CCONJ
esrj-68320	161	72	4	4	NUM
esrj-68320	161	73	respectively	respectively	ADV
esrj-68320	161	74	.	.	PUNCT
esrj-68320	162	1	the	the	DET
esrj-68320	162	2	figure	figure	NOUN
esrj-68320	162	3	8a	8a	NUM
esrj-68320	162	4	shows	show	VERB
esrj-68320	162	5	an	an	DET
esrj-68320	162	6	interval	interval	NOUN
esrj-68320	162	7	composed	compose	VERB
esrj-68320	162	8	of	of	ADP
esrj-68320	162	9	calcareous	calcareous	ADJ
esrj-68320	162	10	shale	shale	NOUN
esrj-68320	162	11	interbedded	interbedde	VERB
esrj-68320	162	12	with	with	ADP
esrj-68320	162	13	limestone	limestone	NOUN
esrj-68320	162	14	in	in	ADP
esrj-68320	162	15	la	la	PROPN
esrj-68320	162	16	luna	luna	PROPN
esrj-68320	162	17	formation	formation	NOUN
esrj-68320	162	18	.	.	PUNCT
esrj-68320	163	1	the	the	DET
esrj-68320	163	2	figure	figure	NOUN
esrj-68320	163	3	8b	8b	PROPN
esrj-68320	163	4	shows	show	VERB
esrj-68320	163	5	example	example	NOUN
esrj-68320	163	6	of	of	ADP
esrj-68320	163	7	fossiliferous	fossiliferous	ADJ
esrj-68320	163	8	limestone	limestone	NOUN
esrj-68320	163	9	and	and	CCONJ
esrj-68320	163	10	laminated	laminate	VERB
esrj-68320	163	11	calcareous	calcareous	ADJ
esrj-68320	163	12	rocks	rock	NOUN
esrj-68320	163	13	.	.	PUNCT
esrj-68320	164	1	5.1	5.1	NUM
esrj-68320	164	2	.	.	PUNCT
esrj-68320	164	3	fractal	fractal	ADJ
esrj-68320	164	4	dimension	dimension	NOUN
esrj-68320	164	5	impact	impact	NOUN
esrj-68320	164	6	on	on	ADP
esrj-68320	164	7	modeling	model	VERB
esrj-68320	164	8	performance	performance	NOUN
esrj-68320	164	9	in	in	ADP
esrj-68320	164	10	order	order	NOUN
esrj-68320	164	11	to	to	PART
esrj-68320	164	12	test	test	VERB
esrj-68320	164	13	the	the	DET
esrj-68320	164	14	impact	impact	NOUN
esrj-68320	164	15	of	of	ADP
esrj-68320	164	16	the	the	DET
esrj-68320	164	17	fractal	fractal	ADJ
esrj-68320	164	18	dimension	dimension	NOUN
esrj-68320	164	19	in	in	ADP
esrj-68320	164	20	the	the	DET
esrj-68320	164	21	identification	identification	NOUN
esrj-68320	164	22	of	of	ADP
esrj-68320	164	23	calcareous	calcareous	ADJ
esrj-68320	164	24	lithologies	lithology	NOUN
esrj-68320	164	25	,	,	PUNCT
esrj-68320	164	26	the	the	DET
esrj-68320	164	27	same	same	ADJ
esrj-68320	164	28	process	process	NOUN
esrj-68320	164	29	was	be	AUX
esrj-68320	164	30	executed	execute	VERB
esrj-68320	164	31	but	but	CCONJ
esrj-68320	164	32	omitting	omit	VERB
esrj-68320	164	33	the	the	DET
esrj-68320	164	34	fractal	fractal	ADJ
esrj-68320	164	35	dimension	dimension	NOUN
esrj-68320	164	36	curve	curve	NOUN
esrj-68320	164	37	.	.	PUNCT
esrj-68320	165	1	this	this	DET
esrj-68320	165	2	test	test	NOUN
esrj-68320	165	3	verifies	verify	VERB
esrj-68320	165	4	the	the	DET
esrj-68320	165	5	importance	importance	NOUN
esrj-68320	165	6	of	of	ADP
esrj-68320	165	7	the	the	DET
esrj-68320	165	8	fractal	fractal	ADJ
esrj-68320	165	9	dimension	dimension	NOUN
esrj-68320	165	10	and	and	CCONJ
esrj-68320	165	11	the	the	DET
esrj-68320	165	12	value	value	NOUN
esrj-68320	165	13	of	of	ADP
esrj-68320	165	14	its	its	PRON
esrj-68320	165	15	generation	generation	NOUN
esrj-68320	165	16	using	use	VERB
esrj-68320	165	17	box	box	NOUN
esrj-68320	165	18	counting	counting	NOUN
esrj-68320	165	19	method	method	NOUN
esrj-68320	165	20	.	.	PUNCT
esrj-68320	166	1	the	the	DET
esrj-68320	166	2	tables	table	NOUN
esrj-68320	166	3	5	5	NUM
esrj-68320	166	4	and	and	CCONJ
esrj-68320	166	5	6	6	NUM
esrj-68320	166	6	show	show	VERB
esrj-68320	166	7	the	the	DET
esrj-68320	166	8	model	model	NOUN
esrj-68320	166	9	performance	performance	NOUN
esrj-68320	166	10	classifying	classify	VERB
esrj-68320	166	11	intervals	interval	NOUN
esrj-68320	166	12	of	of	ADP
esrj-68320	166	13	fossiliferous	fossiliferous	ADJ
esrj-68320	166	14	limestone	limestone	NOUN
esrj-68320	166	15	and	and	CCONJ
esrj-68320	166	16	calcareous	calcareous	ADJ
esrj-68320	166	17	shale	shale	NOUN
esrj-68320	166	18	interbedded	interbedde	VERB
esrj-68320	166	19	with	with	ADP
esrj-68320	166	20	limestone	limestone	NOUN
esrj-68320	166	21	(	(	PUNCT
esrj-68320	166	22	5	5	NUM
esrj-68320	166	23	)	)	PUNCT
esrj-68320	166	24	81automatic	81automatic	ADJ
esrj-68320	166	25	identification	identification	NOUN
esrj-68320	166	26	of	of	ADP
esrj-68320	166	27	calcareous	calcareous	ADJ
esrj-68320	166	28	lithologies	lithology	NOUN
esrj-68320	166	29	using	use	VERB
esrj-68320	166	30	support	support	NOUN
esrj-68320	166	31	vector	vector	NOUN
esrj-68320	166	32	machines	machine	NOUN
esrj-68320	166	33	,	,	PUNCT
esrj-68320	166	34	borehole	borehole	NOUN
esrj-68320	166	35	logs	log	NOUN
esrj-68320	166	36	and	and	CCONJ
esrj-68320	166	37	fractal	fractal	ADJ
esrj-68320	166	38	dimension	dimension	NOUN
esrj-68320	166	39	of	of	ADP
esrj-68320	166	40	borehole	borehole	NOUN
esrj-68320	166	41	electrical	electrical	ADJ
esrj-68320	166	42	imaging	imaging	NOUN
esrj-68320	166	43	.	.	PUNCT
esrj-68320	167	1	table	table	NOUN
esrj-68320	167	2	6	6	NUM
esrj-68320	167	3	.	.	PUNCT
esrj-68320	167	4	confusion	confusion	NOUN
esrj-68320	167	5	matrix	matrix	NOUN
esrj-68320	167	6	–	–	PUNCT
esrj-68320	167	7	intervals	interval	NOUN
esrj-68320	167	8	of	of	ADP
esrj-68320	167	9	calcareous	calcareous	ADJ
esrj-68320	167	10	shale	shale	NOUN
esrj-68320	167	11	interbedded	interbedde	VERB
esrj-68320	167	12	with	with	ADP
esrj-68320	167	13	limestone	limestone	NOUN
esrj-68320	167	14	–	–	PUNCT
esrj-68320	167	15	2nd	2nd	ADJ
esrj-68320	167	16	svm	svm	NOUN
esrj-68320	167	17	without	without	ADP
esrj-68320	167	18	fractal	fractal	ADJ
esrj-68320	167	19	dimension	dimension	NOUN
esrj-68320	167	20	.	.	PUNCT
esrj-68320	168	1	table	table	NOUN
esrj-68320	168	2	7	7	NUM
esrj-68320	168	3	.	.	PUNCT
esrj-68320	168	4	confusion	confusion	NOUN
esrj-68320	168	5	matrix	matrix	NOUN
esrj-68320	168	6	–	–	PUNCT
esrj-68320	168	7	intervals	interval	NOUN
esrj-68320	168	8	of	of	ADP
esrj-68320	168	9	laminated	laminate	VERB
esrj-68320	168	10	calcareous	calcareous	ADJ
esrj-68320	168	11	rocks	rock	NOUN
esrj-68320	168	12	–	–	PUNCT
esrj-68320	168	13	logic	logic	NOUN
esrj-68320	168	14	function	function	NOUN
esrj-68320	168	15	from	from	ADP
esrj-68320	168	16	previous	previous	ADJ
esrj-68320	168	17	svms	svms	NOUN
esrj-68320	168	18	without	without	ADP
esrj-68320	168	19	fractal	fractal	ADJ
esrj-68320	168	20	dimension	dimension	NOUN
esrj-68320	168	21	.	.	PUNCT
esrj-68320	169	1	table	table	NOUN
esrj-68320	169	2	5	5	NUM
esrj-68320	169	3	.	.	PUNCT
esrj-68320	169	4	confusion	confusion	NOUN
esrj-68320	169	5	matrix	matrix	NOUN
esrj-68320	169	6	–	–	PUNCT
esrj-68320	169	7	intervals	interval	NOUN
esrj-68320	169	8	of	of	ADP
esrj-68320	169	9	fossiliferous	fossiliferous	ADJ
esrj-68320	169	10	limestone	limestone	NOUN
esrj-68320	169	11	–	–	PUNCT
esrj-68320	169	12	1st	1st	ADJ
esrj-68320	169	13	svm	svm	NOUN
esrj-68320	169	14	without	without	ADP
esrj-68320	169	15	fractal	fractal	ADJ
esrj-68320	169	16	dimension	dimension	NOUN
esrj-68320	169	17	.	.	PUNCT
esrj-68320	170	1	specifically	specifically	ADV
esrj-68320	170	2	after	after	ADP
esrj-68320	170	3	their	their	PRON
esrj-68320	170	4	processing	processing	NOUN
esrj-68320	170	5	but	but	CCONJ
esrj-68320	170	6	previous	previous	ADJ
esrj-68320	170	7	their	their	PRON
esrj-68320	170	8	interpretation	interpretation	NOUN
esrj-68320	170	9	.	.	PUNCT
esrj-68320	171	1	however	however	ADV
esrj-68320	171	2	,	,	PUNCT
esrj-68320	171	3	the	the	DET
esrj-68320	171	4	svms	svms	NOUN
esrj-68320	171	5	of	of	ADP
esrj-68320	171	6	this	this	DET
esrj-68320	171	7	research	research	NOUN
esrj-68320	171	8	must	must	AUX
esrj-68320	171	9	to	to	PART
esrj-68320	171	10	be	be	AUX
esrj-68320	171	11	recalibrated	recalibrate	VERB
esrj-68320	171	12	in	in	ADP
esrj-68320	171	13	case	case	NOUN
esrj-68320	171	14	to	to	PART
esrj-68320	171	15	be	be	AUX
esrj-68320	171	16	applied	apply	VERB
esrj-68320	171	17	in	in	ADP
esrj-68320	171	18	other	other	ADJ
esrj-68320	171	19	field	field	NOUN
esrj-68320	171	20	of	of	ADP
esrj-68320	171	21	the	the	DET
esrj-68320	171	22	basin	basin	NOUN
esrj-68320	171	23	.	.	PUNCT
esrj-68320	172	1	acknowledgments	acknowledgment	NOUN
esrj-68320	172	2	authors	author	NOUN
esrj-68320	172	3	acknowledge	acknowledge	VERB
esrj-68320	172	4	to	to	ADP
esrj-68320	172	5	the	the	DET
esrj-68320	172	6	national	national	ADJ
esrj-68320	172	7	oil	oil	NOUN
esrj-68320	172	8	company	company	NOUN
esrj-68320	172	9	of	of	ADP
esrj-68320	172	10	colombia	colombia	PROPN
esrj-68320	172	11	(	(	PUNCT
esrj-68320	172	12	ecopetrol	ecopetrol	NOUN
esrj-68320	172	13	)	)	PUNCT
esrj-68320	172	14	,	,	PUNCT
esrj-68320	172	15	for	for	ADP
esrj-68320	172	16	permission	permission	NOUN
esrj-68320	172	17	to	to	PART
esrj-68320	172	18	use	use	VERB
esrj-68320	172	19	their	their	PRON
esrj-68320	172	20	data	datum	NOUN
esrj-68320	172	21	.	.	PUNCT
esrj-68320	173	1	authors	author	NOUN
esrj-68320	173	2	also	also	ADV
esrj-68320	173	3	thank	thank	VERB
esrj-68320	173	4	to	to	ADP
esrj-68320	173	5	ph.d	ph.d	PROPN
esrj-68320	173	6	.	.	PUNCT
esrj-68320	174	1	luis	luis	PROPN
esrj-68320	174	2	f.	f.	PROPN
esrj-68320	174	3	niño	niño	PROPN
esrj-68320	174	4	and	and	CCONJ
esrj-68320	174	5	the	the	DET
esrj-68320	174	6	rest	rest	NOUN
esrj-68320	174	7	of	of	ADP
esrj-68320	174	8	his	his	PRON
esrj-68320	174	9	class	class	NOUN
esrj-68320	174	10	of	of	ADP
esrj-68320	174	11	intelligent	intelligent	ADJ
esrj-68320	174	12	systems	system	NOUN
esrj-68320	174	13	(	(	PUNCT
esrj-68320	174	14	2017	2017	NUM
esrj-68320	174	15	ii	ii	NOUN
esrj-68320	174	16	)	)	PUNCT
esrj-68320	174	17	for	for	ADP
esrj-68320	174	18	all	all	DET
esrj-68320	174	19	advices	advice	NOUN
esrj-68320	174	20	provided	provide	VERB
esrj-68320	174	21	,	,	PUNCT
esrj-68320	174	22	universidad	universidad	PROPN
esrj-68320	174	23	nacional	nacional	PROPN
esrj-68320	174	24	de	de	PROPN
esrj-68320	174	25	colombia	colombia	PROPN
esrj-68320	174	26	bogotá	bogotá	PROPN
esrj-68320	174	27	.	.	PUNCT
esrj-68320	175	1	references	reference	NOUN
esrj-68320	175	2	aip	aip	PROPN
esrj-68320	175	3	-	-	PUNCT
esrj-68320	175	4	asesoría	asesoría	PROPN
esrj-68320	175	5	en	en	PROPN
esrj-68320	175	6	ingeniería	ingeniería	PROPN
esrj-68320	175	7	de	de	X
esrj-68320	175	8	petróleos	petróleos	PROPN
esrj-68320	175	9	.	.	PUNCT
esrj-68320	176	1	(	(	PUNCT
esrj-68320	176	2	2009	2009	NUM
esrj-68320	176	3	)	)	PUNCT
esrj-68320	176	4	.	.	PUNCT
esrj-68320	177	1	caracterización	caracterización	PROPN
esrj-68320	177	2	de	de	PROPN
esrj-68320	177	3	yacimientos	yacimiento	NOUN
esrj-68320	177	4	,	,	PUNCT
esrj-68320	177	5	cuenca	cuenca	PROPN
esrj-68320	177	6	de	de	PROPN
esrj-68320	177	7	catatumbo	catatumbo	PROPN
esrj-68320	177	8	-	-	PUNCT
esrj-68320	177	9	colombia	colombia	PROPN
esrj-68320	177	10	.	.	PUNCT
esrj-68320	178	1	bogotá	bogotá	PROPN
esrj-68320	178	2	,	,	PUNCT
esrj-68320	178	3	colombia	colombia	PROPN
esrj-68320	178	4	.	.	PUNCT
esrj-68320	179	1	6	6	NUM
esrj-68320	179	2	-	-	SYM
esrj-68320	179	3	18	18	NUM
esrj-68320	179	4	.	.	PUNCT
esrj-68320	180	1	asquith	asquith	PROPN
esrj-68320	180	2	,	,	PUNCT
esrj-68320	180	3	g.	g.	PROPN
esrj-68320	180	4	,	,	PUNCT
esrj-68320	180	5	&	&	CCONJ
esrj-68320	180	6	krygowski	krygowski	PROPN
esrj-68320	180	7	,	,	PUNCT
esrj-68320	180	8	d.	d.	PROPN
esrj-68320	180	9	(	(	PUNCT
esrj-68320	180	10	2004	2004	NUM
esrj-68320	180	11	)	)	PUNCT
esrj-68320	180	12	.	.	PUNCT
esrj-68320	181	1	basic	basic	ADJ
esrj-68320	181	2	well	well	INTJ
esrj-68320	181	3	log	log	VERB
esrj-68320	181	4	analysis	analysis	NOUN
esrj-68320	181	5	.	.	PUNCT
esrj-68320	182	1	aapg	aapg	ADJ
esrj-68320	182	2	methods	method	NOUN
esrj-68320	182	3	in	in	ADP
esrj-68320	182	4	exploration	exploration	NOUN
esrj-68320	182	5	series	serie	NOUN
esrj-68320	182	6	16	16	NUM
esrj-68320	182	7	,	,	PUNCT
esrj-68320	182	8	tulsa	tulsa	PROPN
esrj-68320	182	9	.	.	PUNCT
esrj-68320	183	1	the	the	DET
esrj-68320	183	2	united	united	PROPN
esrj-68320	183	3	states	states	PROPN
esrj-68320	183	4	of	of	ADP
esrj-68320	183	5	america	america	PROPN
esrj-68320	183	6	.	.	PUNCT
esrj-68320	184	1	30	30	NUM
esrj-68320	184	2	-	-	SYM
esrj-68320	184	3	40	40	NUM
esrj-68320	184	4	.	.	PUNCT
esrj-68320	185	1	barrero	barrero	NOUN
esrj-68320	185	2	,	,	PUNCT
esrj-68320	185	3	d.	d.	PROPN
esrj-68320	185	4	,	,	PUNCT
esrj-68320	185	5	pardo	pardo	PROPN
esrj-68320	185	6	,	,	PUNCT
esrj-68320	185	7	a.	a.	PROPN
esrj-68320	185	8	,	,	PUNCT
esrj-68320	185	9	vargas	vargas	NOUN
esrj-68320	185	10	.	.	PUNCT
esrj-68320	186	1	c	c	X
esrj-68320	186	2	,	,	PUNCT
esrj-68320	186	3	&	&	CCONJ
esrj-68320	186	4	martinez	martinez	PROPN
esrj-68320	186	5	,	,	PUNCT
esrj-68320	186	6	j.	j.	PROPN
esrj-68320	186	7	(	(	PUNCT
esrj-68320	186	8	2007	2007	NUM
esrj-68320	186	9	)	)	PUNCT
esrj-68320	186	10	.	.	PUNCT
esrj-68320	187	1	colombian	colombian	ADJ
esrj-68320	187	2	sedimentary	sedimentary	ADJ
esrj-68320	187	3	basins	basin	NOUN
esrj-68320	187	4	:	:	PUNCT
esrj-68320	187	5	nomenclature	nomenclature	NOUN
esrj-68320	187	6	,	,	PUNCT
esrj-68320	187	7	boundaries	boundary	NOUN
esrj-68320	187	8	and	and	CCONJ
esrj-68320	187	9	petroleum	petroleum	NOUN
esrj-68320	187	10	geology	geology	NOUN
esrj-68320	187	11	,	,	PUNCT
esrj-68320	187	12	a	a	DET
esrj-68320	187	13	new	new	ADJ
esrj-68320	187	14	proposal	proposal	NOUN
esrj-68320	187	15	.	.	PUNCT
esrj-68320	188	1	agencia	agencia	PROPN
esrj-68320	188	2	nacional	nacional	PROPN
esrj-68320	188	3	de	de	PROPN
esrj-68320	188	4	hidrocarburos	hidrocarburos	PROPN
esrj-68320	188	5	,	,	PUNCT
esrj-68320	188	6	bogotá	bogotá	NOUN
esrj-68320	188	7	,	,	PUNCT
esrj-68320	188	8	colombia	colombia	PROPN
esrj-68320	188	9	,	,	PUNCT
esrj-68320	188	10	32	32	NUM
esrj-68320	188	11	-	-	SYM
esrj-68320	188	12	60	60	NUM
esrj-68320	188	13	.	.	PUNCT
esrj-68320	189	1	http://www.anh.gov.co/informacion	http://www.anh.gov.co/informacion	PROPN
esrj-68320	189	2	geologica	geologica	PROPN
esrj-68320	189	3	-	-	PUNCT
esrj-68320	189	4	y	y	PROPN
esrj-68320	189	5	-	-	PUNCT
esrj-68320	189	6	geofisica	geofisica	PROPN
esrj-68320	189	7	/	/	SYM
esrj-68320	189	8	cuencas	cuencas	NOUN
esrj-68320	189	9	-	-	PUNCT
esrj-68320	189	10	sedimentarias	sedimentarias	NOUN
esrj-68320	189	11	/	/	SYM
esrj-68320	189	12	documents/	documents/	NUM
esrj-68320	189	13	colombian_sedimentary_basins.pdf	colombian_sedimentary_basins.pdf	PROPN
esrj-68320	189	14	branquet	branquet	NOUN
esrj-68320	189	15	,	,	PUNCT
esrj-68320	189	16	y.	y.	NOUN
esrj-68320	189	17	,	,	PUNCT
esrj-68320	189	18	cheilletz	cheilletz	VERB
esrj-68320	189	19	,	,	PUNCT
esrj-68320	189	20	a.	a.	NOUN
esrj-68320	189	21	,	,	PUNCT
esrj-68320	189	22	cobbold	cobbold	PROPN
esrj-68320	189	23	,	,	PUNCT
esrj-68320	189	24	p.	p.	PROPN
esrj-68320	189	25	r.	r.	PROPN
esrj-68320	189	26	,	,	PUNCT
esrj-68320	189	27	baby	baby	NOUN
esrj-68320	189	28	,	,	PUNCT
esrj-68320	189	29	p.	p.	NOUN
esrj-68320	189	30	,	,	PUNCT
esrj-68320	189	31	laumonier	laumonier	PROPN
esrj-68320	189	32	,	,	PUNCT
esrj-68320	189	33	b.	b.	PROPN
esrj-68320	189	34	,	,	PUNCT
esrj-68320	189	35	&	&	CCONJ
esrj-68320	189	36	giuliani	giuliani	PROPN
esrj-68320	189	37	,	,	PUNCT
esrj-68320	189	38	g.	g.	PROPN
esrj-68320	189	39	(	(	PUNCT
esrj-68320	189	40	2002	2002	NUM
esrj-68320	189	41	)	)	PUNCT
esrj-68320	189	42	.	.	PUNCT
esrj-68320	190	1	andean	andean	ADJ
esrj-68320	190	2	deformation	deformation	NOUN
esrj-68320	190	3	and	and	CCONJ
esrj-68320	190	4	rift	rift	NOUN
esrj-68320	190	5	inversion	inversion	NOUN
esrj-68320	190	6	,	,	PUNCT
esrj-68320	190	7	eastern	eastern	ADJ
esrj-68320	190	8	edge	edge	NOUN
esrj-68320	190	9	of	of	ADP
esrj-68320	190	10	cordillera	cordillera	PROPN
esrj-68320	190	11	oriental	oriental	PROPN
esrj-68320	190	12	(	(	PUNCT
esrj-68320	190	13	guateque	guateque	PROPN
esrj-68320	190	14	-	-	PUNCT
esrj-68320	190	15	medina	medina	PROPN
esrj-68320	190	16	area	area	PROPN
esrj-68320	190	17	)	)	PUNCT
esrj-68320	190	18	,	,	PUNCT
esrj-68320	190	19	colombia	colombia	PROPN
esrj-68320	190	20	.	.	PUNCT
esrj-68320	191	1	journal	journal	PROPN
esrj-68320	191	2	of	of	ADP
esrj-68320	191	3	south	south	PROPN
esrj-68320	191	4	america	america	PROPN
esrj-68320	191	5	earth	earth	PROPN
esrj-68320	191	6	sciences	sciences	PROPN
esrj-68320	191	7	,	,	PUNCT
esrj-68320	191	8	15(4	15(4	NUM
esrj-68320	191	9	)	)	PUNCT
esrj-68320	191	10	391407	391407	NUM
esrj-68320	191	11	.	.	PUNCT
esrj-68320	192	1	https://doi.org/10.1016/s0895-9811(02)00063-9	https://doi.org/10.1016/s0895-9811(02)00063-9	NOUN
esrj-68320	192	2	ecopetrol	ecopetrol	NOUN
esrj-68320	192	3	.	.	PUNCT
esrj-68320	193	1	(	(	PUNCT
esrj-68320	193	2	2012	2012	NUM
esrj-68320	193	3	)	)	PUNCT
esrj-68320	193	4	.	.	PUNCT
esrj-68320	194	1	informe	informe	PROPN
esrj-68320	194	2	técnico	técnico	PROPN
esrj-68320	194	3	anual	anual	PROPN
esrj-68320	194	4	contractual	contractual	PROPN
esrj-68320	194	5	año	año	PROPN
esrj-68320	194	6	2012	2012	NUM
esrj-68320	194	7	.	.	PUNCT
esrj-68320	195	1	gerencia	gerencia	PROPN
esrj-68320	195	2	catatumbo	catatumbo	PROPN
esrj-68320	195	3	orinoquia	orinoquia	NOUN
esrj-68320	195	4	,	,	PUNCT
esrj-68320	195	5	vicepresidencia	vicepresidencia	PROPN
esrj-68320	195	6	de	de	PROPN
esrj-68320	195	7	producción	producción	PROPN
esrj-68320	195	8	,	,	PUNCT
esrj-68320	195	9	bogotá	bogotá	PROPN
esrj-68320	195	10	,	,	PUNCT
esrj-68320	195	11	colombia	colombia	PROPN
esrj-68320	195	12	.	.	PUNCT
esrj-68320	196	1	5	5	NUM
esrj-68320	196	2	-	-	SYM
esrj-68320	196	3	20	20	NUM
esrj-68320	196	4	.	.	PUNCT
esrj-68320	197	1	gonzales	gonzale	NOUN
esrj-68320	197	2	,	,	PUNCT
esrj-68320	197	3	m.	m.	NOUN
esrj-68320	197	4	,	,	PUNCT
esrj-68320	197	5	mier	mier	PROPN
esrj-68320	197	6	,	,	PUNCT
esrj-68320	197	7	r.	r.	PROPN
esrj-68320	197	8	,	,	PUNCT
esrj-68320	197	9	cruz	cruz	PROPN
esrj-68320	197	10	,	,	PUNCT
esrj-68320	197	11	l.	l.	PROPN
esrj-68320	197	12	,	,	PUNCT
esrj-68320	197	13	&	&	CCONJ
esrj-68320	197	14	vásquez	vásquez	NOUN
esrj-68320	197	15	,	,	PUNCT
esrj-68320	197	16	m.	m.	NOUN
esrj-68320	197	17	(	(	PUNCT
esrj-68320	197	18	2009	2009	NUM
esrj-68320	197	19	)	)	PUNCT
esrj-68320	197	20	.	.	PUNCT
esrj-68320	198	1	informe	informe	PROPN
esrj-68320	198	2	ejecutivo	ejecutivo	PROPN
esrj-68320	198	3	evaluación	evaluación	PROPN
esrj-68320	198	4	del	del	PROPN
esrj-68320	198	5	potencial	potencial	PROPN
esrj-68320	198	6	hidrocarburífero	hidrocarburífero	PROPN
esrj-68320	198	7	de	de	PROPN
esrj-68320	198	8	las	las	PROPN
esrj-68320	198	9	cuencas	cuencas	PROPN
esrj-68320	198	10	colombianas	colombianas	PROPN
esrj-68320	198	11	.	.	PUNCT
esrj-68320	199	1	contrato	contrato	PROPN
esrj-68320	199	2	administrativo	administrativo	PROPN
esrj-68320	199	3	no	no	PROPN
esrj-68320	199	4	.	.	PROPN
esrj-68320	199	5	2081941	2081941	NUM
esrj-68320	199	6	,	,	PUNCT
esrj-68320	199	7	fondo	fondo	PROPN
esrj-68320	199	8	financiero	financiero	PROPN
esrj-68320	199	9	de	de	PROPN
esrj-68320	199	10	proyectos	proyectos	PROPN
esrj-68320	199	11	de	de	PROPN
esrj-68320	199	12	desarrollo	desarrollo	PROPN
esrj-68320	199	13	–	–	PUNCT
esrj-68320	199	14	universidad	universidad	PROPN
esrj-68320	199	15	industrial	industrial	PROPN
esrj-68320	199	16	de	de	X
esrj-68320	199	17	santander	santander	NOUN
esrj-68320	199	18	–	–	PUNCT
esrj-68320	199	19	agencia	agencia	PROPN
esrj-68320	199	20	nacional	nacional	PROPN
esrj-68320	199	21	de	de	X
esrj-68320	199	22	hidrocarburos	hidrocarburos	PROPN
esrj-68320	199	23	,	,	PUNCT
esrj-68320	199	24	bucaramanga	bucaramanga	PROPN
esrj-68320	199	25	,	,	PUNCT
esrj-68320	199	26	colombia	colombia	PROPN
esrj-68320	199	27	.	.	PUNCT
esrj-68320	200	1	5	5	NUM
esrj-68320	200	2	-	-	SYM
esrj-68320	200	3	6	6	NUM
esrj-68320	200	4	.	.	PUNCT
esrj-68320	200	5	knime	knime	PROPN
esrj-68320	200	6	2.7.4	2.7.4	NUM
esrj-68320	200	7	(	(	PUNCT
esrj-68320	200	8	2013	2013	NUM
esrj-68320	200	9	)	)	PUNCT
esrj-68320	200	10	.	.	PUNCT
esrj-68320	201	1	the	the	DET
esrj-68320	201	2	konstanz	konstanz	PROPN
esrj-68320	201	3	information	information	NOUN
esrj-68320	201	4	miner	miner	NOUN
esrj-68320	201	5	.	.	PUNCT
esrj-68320	202	1	http://www	http://www	PROPN
esrj-68320	202	2	.	.	PUNCT
esrj-68320	203	1	kanime.com	kanime.com	X
esrj-68320	203	2	(	(	PUNCT
esrj-68320	203	3	last	last	ADV
esrj-68320	203	4	accessed	access	VERB
esrj-68320	203	5	october	october	PROPN
esrj-68320	203	6	2017	2017	NUM
esrj-68320	203	7	)	)	PUNCT
esrj-68320	203	8	.	.	PUNCT
esrj-68320	204	1	leal	leal	PROPN
esrj-68320	204	2	,	,	PUNCT
esrj-68320	204	3	j.	j.	PROPN
esrj-68320	204	4	(	(	PUNCT
esrj-68320	204	5	2014	2014	NUM
esrj-68320	204	6	)	)	PUNCT
esrj-68320	204	7	.	.	PUNCT
esrj-68320	205	1	identificación	identificación	PROPN
esrj-68320	205	2	y	y	PROPN
esrj-68320	205	3	modelado	modelado	X
esrj-68320	205	4	de	de	X
esrj-68320	205	5	fracturas	fracturas	PROPN
esrj-68320	205	6	naturales	naturales	PROPN
esrj-68320	205	7	en	en	PROPN
esrj-68320	205	8	pozos	pozos	PROPN
esrj-68320	205	9	de	de	PROPN
esrj-68320	205	10	un	un	PROPN
esrj-68320	205	11	yacimiento	yacimiento	PROPN
esrj-68320	205	12	de	de	PROPN
esrj-68320	205	13	hidrocarburos	hidrocarburos	PROPN
esrj-68320	205	14	ubicado	ubicado	PROPN
esrj-68320	205	15	en	en	X
esrj-68320	205	16	la	la	PROPN
esrj-68320	205	17	cuenca	cuenca	PROPN
esrj-68320	205	18	de	de	PROPN
esrj-68320	205	19	catatumbo	catatumbo	PROPN
esrj-68320	205	20	,	,	PUNCT
esrj-68320	205	21	departamento	departamento	NOUN
esrj-68320	205	22	norte	norte	PROPN
esrj-68320	205	23	de	de	PROPN
esrj-68320	205	24	santander	santander	PROPN
esrj-68320	205	25	–	–	PUNCT
esrj-68320	205	26	colombia	colombia	PROPN
esrj-68320	205	27	,	,	PUNCT
esrj-68320	205	28	utilizando	utilizando	PROPN
esrj-68320	205	29	registros	registros	PROPN
esrj-68320	205	30	de	de	PROPN
esrj-68320	205	31	imagénes	imagénes	PROPN
esrj-68320	205	32	resistivas	resistivas	PROPN
esrj-68320	205	33	y	y	PROPN
esrj-68320	205	34	datos	datos	PROPN
esrj-68320	205	35	de	de	PROPN
esrj-68320	205	36	dimensión	dimensión	X
esrj-68320	205	37	fractal	fractal	NOUN
esrj-68320	205	38	.	.	PUNCT
esrj-68320	206	1	m.sc	m.sc	PROPN
esrj-68320	206	2	.	.	PUNCT
esrj-68320	207	1	thesis	thesis	NOUN
esrj-68320	207	2	,	,	PUNCT
esrj-68320	207	3	department	department	NOUN
esrj-68320	207	4	of	of	ADP
esrj-68320	207	5	geoscience	geoscience	PROPN
esrj-68320	207	6	,	,	PUNCT
esrj-68320	207	7	universidad	universidad	PROPN
esrj-68320	207	8	nacional	nacional	PROPN
esrj-68320	207	9	de	de	X
esrj-68320	207	10	colombia	colombia	PROPN
esrj-68320	207	11	,	,	PUNCT
esrj-68320	207	12	bogotá	bogotá	NOUN
esrj-68320	207	13	,	,	PUNCT
esrj-68320	207	14	colombia	colombia	PROPN
esrj-68320	207	15	.	.	PUNCT
esrj-68320	208	1	http://www.bdigital	http://www.bdigital	PROPN
esrj-68320	208	2	.	.	PUNCT
esrj-68320	209	1	unal.edu.co/12849/	unal.edu.co/12849/	NOUN
esrj-68320	209	2	leal	leal	NOUN
esrj-68320	209	3	,	,	PUNCT
esrj-68320	209	4	j.	j.	PROPN
esrj-68320	209	5	,	,	PUNCT
esrj-68320	209	6	ochoa	ochoa	PROPN
esrj-68320	209	7	,	,	PUNCT
esrj-68320	209	8	l.	l.	PROPN
esrj-68320	209	9	&	&	CCONJ
esrj-68320	209	10	garcía	garcía	PROPN
esrj-68320	209	11	,	,	PUNCT
esrj-68320	209	12	j.	j.	PROPN
esrj-68320	209	13	(	(	PUNCT
esrj-68320	209	14	2016	2016	NUM
esrj-68320	209	15	)	)	PUNCT
esrj-68320	209	16	.	.	PUNCT
esrj-68320	210	1	identification	identification	NOUN
esrj-68320	210	2	of	of	ADP
esrj-68320	210	3	natural	natural	ADJ
esrj-68320	210	4	fractures	fracture	NOUN
esrj-68320	210	5	using	use	VERB
esrj-68320	210	6	resistive	resistive	ADJ
esrj-68320	210	7	image	image	NOUN
esrj-68320	210	8	logs	log	NOUN
esrj-68320	210	9	,	,	PUNCT
esrj-68320	210	10	fractal	fractal	ADJ
esrj-68320	210	11	dimension	dimension	NOUN
esrj-68320	210	12	and	and	CCONJ
esrj-68320	210	13	support	support	VERB
esrj-68320	210	14	vector	vector	NOUN
esrj-68320	210	15	machines	machine	NOUN
esrj-68320	210	16	.	.	PUNCT
esrj-68320	211	1	ingeniería	ingeniería	PROPN
esrj-68320	211	2	e	e	PROPN
esrj-68320	211	3	investigación	investigación	PROPN
esrj-68320	211	4	,	,	PUNCT
esrj-68320	211	5	36(3	36(3	NUM
esrj-68320	211	6	)	)	PUNCT
esrj-68320	211	7	,	,	PUNCT
esrj-68320	211	8	125	125	NUM
esrj-68320	211	9	-	-	SYM
esrj-68320	211	10	132	132	NUM
esrj-68320	211	11	.	.	PUNCT
esrj-68320	212	1	https://doi	https://doi	X
esrj-68320	212	2	.	.	PUNCT
esrj-68320	212	3	org/10.15446	org/10.15446	NUM
esrj-68320	212	4	/	/	SYM
esrj-68320	212	5	ing.investig.v36n3.56198	ing.investig.v36n3.56198	ADJ
esrj-68320	212	6	mandelbrot	mandelbrot	NOUN
esrj-68320	212	7	,	,	PUNCT
esrj-68320	212	8	b.	b.	PROPN
esrj-68320	212	9	(	(	PUNCT
esrj-68320	212	10	1983	1983	NUM
esrj-68320	212	11	)	)	PUNCT
esrj-68320	212	12	.	.	PUNCT
esrj-68320	213	1	the	the	DET
esrj-68320	213	2	fractal	fractal	ADJ
esrj-68320	213	3	geometry	geometry	NOUN
esrj-68320	213	4	of	of	ADP
esrj-68320	213	5	nature	nature	NOUN
esrj-68320	213	6	.	.	PUNCT
esrj-68320	214	1	w.	w.	PROPN
esrj-68320	214	2	h.	h.	PROPN
esrj-68320	214	3	freeman	freeman	PROPN
esrj-68320	214	4	and	and	CCONJ
esrj-68320	214	5	company	company	NOUN
esrj-68320	214	6	,	,	PUNCT
esrj-68320	214	7	new	new	PROPN
esrj-68320	214	8	york	york	PROPN
esrj-68320	214	9	,	,	PUNCT
esrj-68320	214	10	the	the	DET
esrj-68320	214	11	united	united	PROPN
esrj-68320	214	12	states	states	PROPN
esrj-68320	214	13	of	of	ADP
esrj-68320	214	14	america	america	PROPN
esrj-68320	214	15	.	.	PUNCT
esrj-68320	215	1	14	14	NUM
esrj-68320	215	2	-	-	SYM
esrj-68320	215	3	15	15	NUM
esrj-68320	215	4	.	.	PUNCT
esrj-68320	216	1	notestein	notestein	PROPN
esrj-68320	216	2	,	,	PUNCT
esrj-68320	216	3	f.	f.	PROPN
esrj-68320	216	4	,	,	PUNCT
esrj-68320	216	5	hubman	hubman	NOUN
esrj-68320	216	6	,	,	PUNCT
esrj-68320	216	7	c.	c.	PROPN
esrj-68320	216	8	,	,	PUNCT
esrj-68320	216	9	&	&	CCONJ
esrj-68320	216	10	bowler	bowler	NOUN
esrj-68320	216	11	,	,	PUNCT
esrj-68320	216	12	j.	j.	PROPN
esrj-68320	216	13	(	(	PUNCT
esrj-68320	216	14	1944	1944	NUM
esrj-68320	216	15	)	)	PUNCT
esrj-68320	216	16	.	.	PUNCT
esrj-68320	217	1	geology	geology	NOUN
esrj-68320	217	2	of	of	ADP
esrj-68320	217	3	the	the	DET
esrj-68320	217	4	barco	barco	PROPN
esrj-68320	217	5	concession	concession	NOUN
esrj-68320	217	6	,	,	PUNCT
esrj-68320	217	7	republic	republic	NOUN
esrj-68320	217	8	of	of	ADP
esrj-68320	217	9	colombia	colombia	PROPN
esrj-68320	217	10	,	,	PUNCT
esrj-68320	217	11	south	south	PROPN
esrj-68320	217	12	america	america	PROPN
esrj-68320	217	13	.	.	PUNCT
esrj-68320	218	1	bulletin	bulletin	NOUN
esrj-68320	218	2	of	of	ADP
esrj-68320	218	3	the	the	DET
esrj-68320	218	4	geological	geological	ADJ
esrj-68320	218	5	society	society	NOUN
esrj-68320	218	6	of	of	ADP
esrj-68320	218	7	america	america	PROPN
esrj-68320	218	8	,	,	PUNCT
esrj-68320	218	9	(	(	PUNCT
esrj-68320	218	10	55)1173	55)1173	NOUN
esrj-68320	218	11	-	-	PUNCT
esrj-68320	218	12	1183	1183	NUM
esrj-68320	218	13	.	.	PUNCT
esrj-68320	219	1	ochoa	ochoa	PROPN
esrj-68320	219	2	,	,	PUNCT
esrj-68320	219	3	l.	l.	PROPN
esrj-68320	219	4	niño	niño	PROPN
esrj-68320	219	5	,	,	PUNCT
esrj-68320	219	6	l.	l.	PROPN
esrj-68320	219	7	&	&	CCONJ
esrj-68320	219	8	vargas	vargas	PROPN
esrj-68320	219	9	,	,	PUNCT
esrj-68320	219	10	c.	c.	NOUN
esrj-68320	219	11	(	(	PUNCT
esrj-68320	219	12	2017	2017	NUM
esrj-68320	219	13	)	)	PUNCT
esrj-68320	219	14	.	.	PUNCT
esrj-68320	220	1	fast	fast	ADJ
esrj-68320	220	2	magnitude	magnitude	NOUN
esrj-68320	220	3	determination	determination	NOUN
esrj-68320	220	4	using	use	VERB
esrj-68320	220	5	a	a	DET
esrj-68320	220	6	single	single	ADJ
esrj-68320	220	7	seismological	seismological	ADJ
esrj-68320	220	8	station	station	NOUN
esrj-68320	220	9	record	record	NOUN
esrj-68320	220	10	implementing	implement	VERB
esrj-68320	220	11	machine	machine	NOUN
esrj-68320	220	12	learning	learning	NOUN
esrj-68320	220	13	techniques	technique	NOUN
esrj-68320	220	14	.	.	PUNCT
esrj-68320	221	1	geodesy	geodesy	PROPN
esrj-68320	221	2	and	and	CCONJ
esrj-68320	221	3	geodynamics	geodynamic	NOUN
esrj-68320	221	4	,	,	PUNCT
esrj-68320	221	5	1	1	NUM
esrj-68320	221	6	-	-	SYM
esrj-68320	221	7	8	8	NUM
esrj-68320	221	8	.	.	PUNCT
esrj-68320	222	1	https://doi	https://doi	X
esrj-68320	222	2	.	.	PUNCT
esrj-68320	222	3	org/10.1016	org/10.1016	PROPN
esrj-68320	222	4	/	/	SYM
esrj-68320	222	5	j.geog.2017.03.010	j.geog.2017.03.010	NOUN
esrj-68320	222	6	rider	rider	NOUN
esrj-68320	222	7	,	,	PUNCT
esrj-68320	222	8	m.	m.	NOUN
esrj-68320	222	9	(	(	PUNCT
esrj-68320	222	10	2000	2000	NUM
esrj-68320	222	11	)	)	PUNCT
esrj-68320	222	12	.	.	PUNCT
esrj-68320	223	1	the	the	DET
esrj-68320	223	2	geological	geological	ADJ
esrj-68320	223	3	interpretation	interpretation	NOUN
esrj-68320	223	4	of	of	ADP
esrj-68320	223	5	well	well	ADV
esrj-68320	223	6	logs	log	NOUN
esrj-68320	223	7	second	second	PROPN
esrj-68320	223	8	edition	edition	NOUN
esrj-68320	223	9	.	.	PUNCT
esrj-68320	224	1	rider	rider	NOUN
esrj-68320	224	2	–	–	PUNCT
esrj-68320	224	3	french	french	PROPN
esrj-68320	224	4	consulting	consulting	PROPN
esrj-68320	224	5	ltd	ltd	PROPN
esrj-68320	224	6	,	,	PUNCT
esrj-68320	224	7	sutherland	sutherland	PROPN
esrj-68320	224	8	,	,	PUNCT
esrj-68320	224	9	the	the	DET
esrj-68320	224	10	united	united	ADJ
esrj-68320	224	11	kingdom	kingdom	PROPN
esrj-68320	224	12	.	.	PUNCT
esrj-68320	225	1	126	126	NUM
esrj-68320	225	2	-	-	SYM
esrj-68320	225	3	128	128	NUM
esrj-68320	225	4	.	.	PUNCT
esrj-68320	225	5	sgc	sgc	PROPN
esrj-68320	225	6	-	-	PUNCT
esrj-68320	225	7	servicio	servicio	PROPN
esrj-68320	225	8	geológico	geológico	NOUN
esrj-68320	225	9	colombiano	colombiano	PROPN
esrj-68320	225	10	.	.	PUNCT
esrj-68320	226	1	(	(	PUNCT
esrj-68320	226	2	2015	2015	NUM
esrj-68320	226	3	)	)	PUNCT
esrj-68320	226	4	.	.	PUNCT
esrj-68320	227	1	plancha	plancha	NOUN
esrj-68320	227	2	78	78	NUM
esrj-68320	227	3	puerto	puerto	PROPN
esrj-68320	227	4	santander	santander	NOUN
esrj-68320	227	5	.	.	PUNCT
esrj-68320	228	1	memoria	memoria	PROPN
esrj-68320	228	2	explicativa	explicativa	PROPN
esrj-68320	228	3	.	.	PUNCT
esrj-68320	229	1	medellín	medellín	PROPN
esrj-68320	229	2	,	,	PUNCT
esrj-68320	229	3	colombia	colombia	PROPN
esrj-68320	229	4	.	.	PUNCT
esrj-68320	230	1	respectively	respectively	ADV
esrj-68320	230	2	.	.	PUNCT
esrj-68320	231	1	the	the	DET
esrj-68320	231	2	average	average	ADJ
esrj-68320	231	3	error	error	NOUN
esrj-68320	231	4	increase	increase	NOUN
esrj-68320	231	5	from	from	ADP
esrj-68320	231	6	1.24	1.24	NUM
esrj-68320	231	7	%	%	NOUN
esrj-68320	231	8	to	to	ADP
esrj-68320	231	9	38.88	38.88	NUM
esrj-68320	231	10	%	%	NOUN
esrj-68320	231	11	for	for	ADP
esrj-68320	231	12	the	the	DET
esrj-68320	231	13	1st	1st	ADJ
esrj-68320	231	14	svm	svm	NOUN
esrj-68320	231	15	and	and	CCONJ
esrj-68320	231	16	from	from	ADP
esrj-68320	231	17	5.98	5.98	NUM
esrj-68320	231	18	%	%	NOUN
esrj-68320	231	19	to	to	ADP
esrj-68320	231	20	62.42	62.42	NUM
esrj-68320	231	21	%	%	NOUN
esrj-68320	231	22	for	for	ADP
esrj-68320	231	23	the	the	DET
esrj-68320	231	24	2nd	2nd	ADJ
esrj-68320	231	25	svm	svm	PROPN
esrj-68320	231	26	.	.	PUNCT
esrj-68320	232	1	the	the	DET
esrj-68320	232	2	table	table	NOUN
esrj-68320	232	3	7	7	NUM
esrj-68320	232	4	shows	show	VERB
esrj-68320	232	5	the	the	DET
esrj-68320	232	6	confusion	confusion	NOUN
esrj-68320	232	7	matrix	matrix	NOUN
esrj-68320	232	8	for	for	ADP
esrj-68320	232	9	classification	classification	NOUN
esrj-68320	232	10	of	of	ADP
esrj-68320	232	11	laminated	laminate	VERB
esrj-68320	232	12	calcareous	calcareous	ADJ
esrj-68320	232	13	rock	rock	NOUN
esrj-68320	232	14	,	,	PUNCT
esrj-68320	232	15	applying	apply	VERB
esrj-68320	232	16	the	the	DET
esrj-68320	232	17	logic	logic	NOUN
esrj-68320	232	18	function	function	NOUN
esrj-68320	232	19	to	to	ADP
esrj-68320	232	20	remaining	remaining	ADJ
esrj-68320	232	21	sections	section	NOUN
esrj-68320	232	22	not	not	PART
esrj-68320	232	23	classified	classify	VERB
esrj-68320	232	24	for	for	ADP
esrj-68320	232	25	the	the	DET
esrj-68320	232	26	svms	svms	NOUN
esrj-68320	232	27	and	and	CCONJ
esrj-68320	232	28	photoelectric	photoelectric	ADJ
esrj-68320	232	29	factor	factor	NOUN
esrj-68320	232	30	≥	≥	NOUN
esrj-68320	232	31	4	4	NUM
esrj-68320	232	32	,	,	PUNCT
esrj-68320	232	33	in	in	ADP
esrj-68320	232	34	this	this	DET
esrj-68320	232	35	case	case	NOUN
esrj-68320	232	36	the	the	DET
esrj-68320	232	37	error	error	NOUN
esrj-68320	232	38	increased	increase	VERB
esrj-68320	232	39	from	from	ADP
esrj-68320	232	40	5.38	5.38	NUM
esrj-68320	232	41	%	%	NOUN
esrj-68320	232	42	to	to	ADP
esrj-68320	232	43	48.17	48.17	NUM
esrj-68320	232	44	%	%	NOUN
esrj-68320	232	45	.	.	PUNCT
esrj-68320	233	1	6	6	X
esrj-68320	233	2	.	.	X
esrj-68320	233	3	conclusions	conclusion	NOUN
esrj-68320	233	4	&	&	CCONJ
esrj-68320	233	5	recommendations	recommendation	NOUN
esrj-68320	233	6	the	the	DET
esrj-68320	233	7	average	average	ADJ
esrj-68320	233	8	accuracy	accuracy	NOUN
esrj-68320	233	9	of	of	ADP
esrj-68320	233	10	the	the	DET
esrj-68320	233	11	model	model	NOUN
esrj-68320	233	12	was	be	AUX
esrj-68320	233	13	95.8	95.8	NUM
esrj-68320	233	14	%	%	NOUN
esrj-68320	233	15	in	in	ADP
esrj-68320	233	16	five	five	NUM
esrj-68320	233	17	evaluated	evaluated	ADJ
esrj-68320	233	18	wells	well	NOUN
esrj-68320	233	19	and	and	CCONJ
esrj-68320	233	20	it	it	PRON
esrj-68320	233	21	can	can	AUX
esrj-68320	233	22	be	be	AUX
esrj-68320	233	23	applied	apply	VERB
esrj-68320	233	24	to	to	PART
esrj-68320	233	25	recognize	recognize	VERB
esrj-68320	233	26	calcareous	calcareous	ADJ
esrj-68320	233	27	lithologies	lithology	NOUN
esrj-68320	233	28	in	in	ADP
esrj-68320	233	29	this	this	DET
esrj-68320	233	30	part	part	NOUN
esrj-68320	233	31	of	of	ADP
esrj-68320	233	32	the	the	DET
esrj-68320	233	33	basin	basin	NOUN
esrj-68320	233	34	,	,	PUNCT
esrj-68320	233	35	where	where	SCONJ
esrj-68320	233	36	the	the	DET
esrj-68320	233	37	sequence	sequence	NOUN
esrj-68320	233	38	is	be	AUX
esrj-68320	233	39	composed	compose	VERB
esrj-68320	233	40	of	of	ADP
esrj-68320	233	41	mixture	mixture	NOUN
esrj-68320	233	42	between	between	ADP
esrj-68320	233	43	clastic	clastic	NOUN
esrj-68320	233	44	and	and	CCONJ
esrj-68320	233	45	carbonate	carbonate	NOUN
esrj-68320	233	46	;	;	PUNCT
esrj-68320	233	47	also	also	ADV
esrj-68320	233	48	their	their	PRON
esrj-68320	233	49	accuracy	accuracy	NOUN
esrj-68320	233	50	is	be	AUX
esrj-68320	233	51	higher	high	ADJ
esrj-68320	233	52	enough	enough	ADV
esrj-68320	233	53	to	to	PART
esrj-68320	233	54	be	be	AUX
esrj-68320	233	55	automatically	automatically	ADV
esrj-68320	233	56	implemented	implement	VERB
esrj-68320	233	57	during	during	ADP
esrj-68320	233	58	identification	identification	NOUN
esrj-68320	233	59	of	of	ADP
esrj-68320	233	60	intervals	interval	NOUN
esrj-68320	233	61	with	with	ADP
esrj-68320	233	62	capability	capability	NOUN
esrj-68320	233	63	to	to	PART
esrj-68320	233	64	produce	produce	VERB
esrj-68320	233	65	and	and	CCONJ
esrj-68320	233	66	storage	storage	NOUN
esrj-68320	233	67	hydrocarbon	hydrocarbon	NOUN
esrj-68320	233	68	in	in	ADP
esrj-68320	233	69	the	the	DET
esrj-68320	233	70	field	field	NOUN
esrj-68320	233	71	,	,	PUNCT
esrj-68320	233	72	as	as	ADP
esrj-68320	233	73	in	in	ADP
esrj-68320	233	74	the	the	DET
esrj-68320	233	75	case	case	NOUN
esrj-68320	233	76	of	of	ADP
esrj-68320	233	77	fossiliferous	fossiliferous	ADJ
esrj-68320	233	78	limestones	limestone	NOUN
esrj-68320	233	79	and	and	CCONJ
esrj-68320	233	80	calcareous	calcareous	ADJ
esrj-68320	233	81	shale	shale	NOUN
esrj-68320	233	82	interbedded	interbedde	VERB
esrj-68320	233	83	with	with	ADP
esrj-68320	233	84	limestone	limestone	NOUN
esrj-68320	233	85	,	,	PUNCT
esrj-68320	233	86	if	if	SCONJ
esrj-68320	233	87	this	this	DET
esrj-68320	233	88	last	last	NOUN
esrj-68320	233	89	is	be	AUX
esrj-68320	233	90	affected	affect	VERB
esrj-68320	233	91	by	by	ADP
esrj-68320	233	92	natural	natural	ADJ
esrj-68320	233	93	fractures	fracture	NOUN
esrj-68320	233	94	.	.	PUNCT
esrj-68320	234	1	the	the	DET
esrj-68320	234	2	fractal	fractal	ADJ
esrj-68320	234	3	dimension	dimension	NOUN
esrj-68320	234	4	of	of	ADP
esrj-68320	234	5	resistive	resistive	ADJ
esrj-68320	234	6	image	image	NOUN
esrj-68320	234	7	logs	log	VERB
esrj-68320	234	8	along	along	ADP
esrj-68320	234	9	with	with	ADP
esrj-68320	234	10	nuclear	nuclear	ADJ
esrj-68320	234	11	and	and	CCONJ
esrj-68320	234	12	resistivity	resistivity	NOUN
esrj-68320	234	13	borehole	borehole	NOUN
esrj-68320	234	14	measures	measure	NOUN
esrj-68320	234	15	can	can	AUX
esrj-68320	234	16	be	be	AUX
esrj-68320	234	17	applied	apply	VERB
esrj-68320	234	18	to	to	PART
esrj-68320	234	19	identify	identify	VERB
esrj-68320	234	20	textural	textural	ADJ
esrj-68320	234	21	features	feature	NOUN
esrj-68320	234	22	of	of	ADP
esrj-68320	234	23	the	the	DET
esrj-68320	234	24	formation	formation	NOUN
esrj-68320	234	25	.	.	PUNCT
esrj-68320	235	1	the	the	DET
esrj-68320	235	2	average	average	ADJ
esrj-68320	235	3	accuracy	accuracy	NOUN
esrj-68320	235	4	decreased	decrease	VERB
esrj-68320	235	5	from	from	ADP
esrj-68320	235	6	95.8	95.8	NUM
esrj-68320	235	7	%	%	NOUN
esrj-68320	235	8	to	to	ADP
esrj-68320	235	9	50.2	50.2	NUM
esrj-68320	235	10	%	%	NOUN
esrj-68320	235	11	when	when	SCONJ
esrj-68320	235	12	the	the	DET
esrj-68320	235	13	whole	whole	ADJ
esrj-68320	235	14	model	model	NOUN
esrj-68320	235	15	was	be	AUX
esrj-68320	235	16	execute	execute	VERB
esrj-68320	235	17	without	without	ADP
esrj-68320	235	18	the	the	DET
esrj-68320	235	19	fractal	fractal	ADJ
esrj-68320	235	20	dimension	dimension	NOUN
esrj-68320	235	21	curve	curve	NOUN
esrj-68320	235	22	,	,	PUNCT
esrj-68320	235	23	highlighting	highlight	VERB
esrj-68320	235	24	the	the	DET
esrj-68320	235	25	contribution	contribution	NOUN
esrj-68320	235	26	of	of	ADP
esrj-68320	235	27	this	this	DET
esrj-68320	235	28	approach	approach	NOUN
esrj-68320	235	29	in	in	ADP
esrj-68320	235	30	textural	textural	ADJ
esrj-68320	235	31	rocks	rock	NOUN
esrj-68320	235	32	classification	classification	NOUN
esrj-68320	235	33	using	use	VERB
esrj-68320	235	34	borehole	borehole	NOUN
esrj-68320	235	35	logs	log	NOUN
esrj-68320	235	36	.	.	PUNCT
esrj-68320	236	1	this	this	DET
esrj-68320	236	2	methodology	methodology	NOUN
esrj-68320	236	3	can	can	AUX
esrj-68320	236	4	be	be	AUX
esrj-68320	236	5	applied	apply	VERB
esrj-68320	236	6	to	to	ADP
esrj-68320	236	7	the	the	DET
esrj-68320	236	8	rest	rest	NOUN
esrj-68320	236	9	of	of	ADP
esrj-68320	236	10	the	the	DET
esrj-68320	236	11	wells	well	NOUN
esrj-68320	236	12	that	that	PRON
esrj-68320	236	13	has	have	VERB
esrj-68320	236	14	the	the	DET
esrj-68320	236	15	same	same	ADJ
esrj-68320	236	16	dataset	dataset	NOUN
esrj-68320	236	17	in	in	ADP
esrj-68320	236	18	the	the	DET
esrj-68320	236	19	field	field	NOUN
esrj-68320	236	20	,	,	PUNCT
esrj-68320	236	21	improving	improve	VERB
esrj-68320	236	22	the	the	DET
esrj-68320	236	23	sedimentological	sedimentological	ADJ
esrj-68320	236	24	knowledge	knowledge	NOUN
esrj-68320	236	25	in	in	ADP
esrj-68320	236	26	areas	area	NOUN
esrj-68320	236	27	without	without	ADP
esrj-68320	236	28	core	core	NOUN
esrj-68320	236	29	information	information	NOUN
esrj-68320	236	30	.	.	PUNCT
esrj-68320	237	1	for	for	ADP
esrj-68320	237	2	research	research	NOUN
esrj-68320	237	3	projects	project	NOUN
esrj-68320	237	4	in	in	ADP
esrj-68320	237	5	the	the	DET
esrj-68320	237	6	future	future	NOUN
esrj-68320	237	7	,	,	PUNCT
esrj-68320	237	8	the	the	DET
esrj-68320	237	9	svms	svms	NOUN
esrj-68320	237	10	can	can	AUX
esrj-68320	237	11	be	be	AUX
esrj-68320	237	12	trained	train	VERB
esrj-68320	237	13	to	to	PART
esrj-68320	237	14	identify	identify	VERB
esrj-68320	237	15	sedimentary	sedimentary	ADJ
esrj-68320	237	16	structures	structure	NOUN
esrj-68320	237	17	in	in	ADP
esrj-68320	237	18	borehole	borehole	NOUN
esrj-68320	237	19	image	image	NOUN
esrj-68320	237	20	of	of	ADP
esrj-68320	237	21	clastic	clastic	ADJ
esrj-68320	237	22	rock	rock	NOUN
esrj-68320	237	23	,	,	PUNCT
esrj-68320	237	24	common	common	ADJ
esrj-68320	237	25	in	in	ADP
esrj-68320	237	26	aguardiente	aguardiente	NOUN
esrj-68320	237	27	and	and	CCONJ
esrj-68320	237	28	middle	middle	ADJ
esrj-68320	237	29	part	part	NOUN
esrj-68320	237	30	of	of	ADP
esrj-68320	237	31	capacho	capacho	NOUN
esrj-68320	237	32	formations	formation	NOUN
esrj-68320	237	33	.	.	PUNCT
esrj-68320	238	1	svms	svms	NOUN
esrj-68320	238	2	are	be	AUX
esrj-68320	238	3	algorithms	algorithm	NOUN
esrj-68320	238	4	of	of	ADP
esrj-68320	238	5	very	very	ADV
esrj-68320	238	6	simple	simple	ADJ
esrj-68320	238	7	implementation	implementation	NOUN
esrj-68320	238	8	;	;	PUNCT
esrj-68320	238	9	therefore	therefore	ADV
esrj-68320	238	10	,	,	PUNCT
esrj-68320	238	11	the	the	DET
esrj-68320	238	12	proposed	propose	VERB
esrj-68320	238	13	model	model	NOUN
esrj-68320	238	14	can	can	AUX
esrj-68320	238	15	be	be	AUX
esrj-68320	238	16	applied	apply	VERB
esrj-68320	238	17	shortly	shortly	ADV
esrj-68320	238	18	after	after	SCONJ
esrj-68320	238	19	image	image	NOUN
esrj-68320	238	20	logs	log	NOUN
esrj-68320	238	21	are	be	AUX
esrj-68320	238	22	acquired	acquire	VERB
esrj-68320	238	23	,	,	PUNCT
esrj-68320	238	24	82	82	NUM
esrj-68320	238	25	jorge	jorge	PROPN
esrj-68320	238	26	a.	a.	PROPN
esrj-68320	238	27	leal	leal	PROPN
esrj-68320	238	28	f.	f.	PROPN
esrj-68320	238	29	,	,	PUNCT
esrj-68320	238	30	luis	luis	PROPN
esrj-68320	238	31	h.	h.	PROPN
esrj-68320	238	32	ochoa	ochoa	PROPN
esrj-68320	238	33	g.	g.	PROPN
esrj-68320	238	34	,	,	PUNCT
esrj-68320	238	35	carmen	carmen	PROPN
esrj-68320	238	36	c.	c.	PROPN
esrj-68320	238	37	contreras	contreras	PROPN
esrj-68320	238	38	f.	f.	PROPN
esrj-68320	238	39	taylor	taylor	PROPN
esrj-68320	238	40	,	,	PUNCT
esrj-68320	238	41	j.	j.	PROPN
esrj-68320	238	42	,	,	PUNCT
esrj-68320	238	43	&	&	CCONJ
esrj-68320	238	44	cristianini	cristianini	PROPN
esrj-68320	238	45	,	,	PUNCT
esrj-68320	238	46	n.	n.	PROPN
esrj-68320	238	47	(	(	PUNCT
esrj-68320	238	48	2004	2004	NUM
esrj-68320	238	49	)	)	PUNCT
esrj-68320	238	50	.	.	PUNCT
esrj-68320	239	1	kernel	kernel	PROPN
esrj-68320	239	2	methods	method	NOUN
esrj-68320	239	3	for	for	ADP
esrj-68320	239	4	pattern	pattern	NOUN
esrj-68320	239	5	analysis	analysis	NOUN
esrj-68320	239	6	.	.	PUNCT
esrj-68320	240	1	cambridge	cambridge	PROPN
esrj-68320	240	2	university	university	PROPN
esrj-68320	240	3	press	press	PROPN
esrj-68320	240	4	,	,	PUNCT
esrj-68320	240	5	new	new	PROPN
esrj-68320	240	6	york	york	PROPN
esrj-68320	240	7	,	,	PUNCT
esrj-68320	240	8	the	the	DET
esrj-68320	240	9	united	united	PROPN
esrj-68320	240	10	states	states	PROPN
esrj-68320	240	11	of	of	ADP
esrj-68320	240	12	america	america	PROPN
esrj-68320	240	13	.	.	PUNCT
esrj-68320	241	1	25	25	NUM
esrj-68320	241	2	-	-	SYM
esrj-68320	241	3	26	26	NUM
esrj-68320	241	4	.	.	PUNCT
esrj-68320	242	1	tan	tan	PROPN
esrj-68320	242	2	,	,	PUNCT
esrj-68320	242	3	p.	p.	NOUN
esrj-68320	242	4	,	,	PUNCT
esrj-68320	242	5	steinbach	steinbach	PROPN
esrj-68320	242	6	,	,	PUNCT
esrj-68320	242	7	m.	m.	NOUN
esrj-68320	242	8	,	,	PUNCT
esrj-68320	242	9	&	&	CCONJ
esrj-68320	242	10	kumar	kumar	PROPN
esrj-68320	242	11	,	,	PUNCT
esrj-68320	242	12	v.	v.	PROPN
esrj-68320	242	13	(	(	PUNCT
esrj-68320	242	14	2006	2006	NUM
esrj-68320	242	15	)	)	PUNCT
esrj-68320	242	16	.	.	PUNCT
esrj-68320	243	1	introduction	introduction	NOUN
esrj-68320	243	2	to	to	ADP
esrj-68320	243	3	data	datum	NOUN
esrj-68320	243	4	mining	mining	NOUN
esrj-68320	243	5	.	.	PUNCT
esrj-68320	244	1	pearson	pearson	PROPN
esrj-68320	244	2	addison	addison	PROPN
esrj-68320	244	3	-	-	PUNCT
esrj-68320	244	4	wesley	wesley	PROPN
esrj-68320	244	5	,	,	PUNCT
esrj-68320	244	6	boston	boston	PROPN
esrj-68320	244	7	,	,	PUNCT
esrj-68320	244	8	the	the	DET
esrj-68320	244	9	united	united	PROPN
esrj-68320	244	10	states	states	PROPN
esrj-68320	244	11	of	of	ADP
esrj-68320	244	12	america	america	PROPN
esrj-68320	244	13	.	.	PUNCT
esrj-68320	245	1	256	256	NUM
esrj-68320	245	2	-	-	SYM
esrj-68320	245	3	276	276	NUM
esrj-68320	245	4	.	.	PUNCT
esrj-68320	245	5	toussaint	toussaint	PROPN
esrj-68320	245	6	,	,	PUNCT
esrj-68320	245	7	j.	j.	PROPN
esrj-68320	245	8	f.	f.	PROPN
esrj-68320	245	9	(	(	PUNCT
esrj-68320	245	10	1995	1995	NUM
esrj-68320	245	11	)	)	PUNCT
esrj-68320	245	12	.	.	PUNCT
esrj-68320	246	1	evolución	evolución	PROPN
esrj-68320	246	2	geológica	geológica	PROPN
esrj-68320	246	3	de	de	PROPN
esrj-68320	246	4	colombia	colombia	PROPN
esrj-68320	246	5	–	–	PUNCT
esrj-68320	246	6	triásico	triásico	NOUN
esrj-68320	246	7	y	y	PROPN
esrj-68320	246	8	jurásico	jurásico	PROPN
esrj-68320	246	9	.	.	PUNCT
esrj-68320	247	1	universidad	universidad	PROPN
esrj-68320	247	2	nacional	nacional	PROPN
esrj-68320	247	3	de	de	PROPN
esrj-68320	247	4	colombia	colombia	PROPN
esrj-68320	247	5	,	,	PUNCT
esrj-68320	247	6	medellín	medellín	PROPN
esrj-68320	247	7	,	,	PUNCT
esrj-68320	247	8	colombia	colombia	PROPN
esrj-68320	247	9	.	.	PUNCT
esrj-68320	248	1	(	(	PUNCT
esrj-68320	248	2	1	1	X
esrj-68320	248	3	)	)	PUNCT
esrj-68320	248	4	94	94	NUM
esrj-68320	248	5	.	.	PUNCT