id	sid	tid	token	lemma	pos
fumecheng-3039	1	1	3039	3039	NUM
fumecheng-3039	1	2	facta	facta	NOUN
fumecheng-3039	1	3	universitatis	universitatis	PROPN
fumecheng-3039	1	4	series	series	NOUN
fumecheng-3039	1	5	:	:	PUNCT
fumecheng-3039	1	6	mechanical	mechanical	ADJ
fumecheng-3039	1	7	engineering	engineering	NOUN
fumecheng-3039	1	8	vol	vol	NOUN
fumecheng-3039	1	9	.	.	PROPN
fumecheng-3039	1	10	15	15	NUM
fumecheng-3039	1	11	,	,	PUNCT
fumecheng-3039	1	12	no	no	DET
fumecheng-3039	1	13	2	2	NUM
fumecheng-3039	1	14	,	,	PUNCT
fumecheng-3039	1	15	2017	2017	NUM
fumecheng-3039	1	16	,	,	PUNCT
fumecheng-3039	1	17	pp	pp	ADJ
fumecheng-3039	1	18	.	.	PUNCT
fumecheng-3039	2	1	331	331	NUM
fumecheng-3039	2	2	340	340	NUM
fumecheng-3039	2	3	doi	doi	NOUN
fumecheng-3039	2	4	:	:	PUNCT
fumecheng-3039	2	5	10.22190	10.22190	NUM
fumecheng-3039	2	6	/	/	SYM
fumecheng-3039	2	7	fume170602016d	fume170602016d	ADJ
fumecheng-3039	2	8	original	original	ADJ
fumecheng-3039	2	9	scientific	scientific	ADJ
fumecheng-3039	2	10	paper	paper	NOUN
fumecheng-3039	2	11	microstructure	microstructure	NOUN
fumecheng-3039	2	12	and	and	CCONJ
fumecheng-3039	2	13	micromechanics	micromechanic	NOUN
fumecheng-3039	2	14	of	of	ADP
fumecheng-3039	2	15	shale	shale	NOUN
fumecheng-3039	2	16	rocks	rock	NOUN
fumecheng-3039	2	17	:	:	PUNCT
fumecheng-3039	2	18	case	case	NOUN
fumecheng-3039	2	19	study	study	NOUN
fumecheng-3039	2	20	of	of	ADP
fumecheng-3039	2	21	marcellus	marcellus	PROPN
fumecheng-3039	2	22	shale	shale	NOUN
fumecheng-3039	2	23			PROPN
fumecheng-3039	2	24	udc	udc	NOUN
fumecheng-3039	2	25	552.5	552.5	NUM
fumecheng-3039	2	26	hui	hui	PROPN
fumecheng-3039	2	27	du	du	PROPN
fumecheng-3039	2	28	1	1	NUM
fumecheng-3039	2	29	,	,	PUNCT
fumecheng-3039	2	30	kristen	kristen	PROPN
fumecheng-3039	2	31	carpenter	carpenter	PROPN
fumecheng-3039	2	32	1	1	NUM
fumecheng-3039	2	33	,	,	PUNCT
fumecheng-3039	2	34	david	david	PROPN
fumecheng-3039	2	35	hui	hui	PROPN
fumecheng-3039	2	36	2	2	NUM
fumecheng-3039	2	37	,	,	PUNCT
fumecheng-3039	2	38	mileva	mileva	PROPN
fumecheng-3039	2	39	radonjic	radonjic	ADJ
fumecheng-3039	2	40	1	1	NUM
fumecheng-3039	2	41	1	1	NUM
fumecheng-3039	2	42	louisiana	louisiana	PROPN
fumecheng-3039	2	43	state	state	PROPN
fumecheng-3039	2	44	university	university	PROPN
fumecheng-3039	2	45	,	,	PUNCT
fumecheng-3039	2	46	baton	baton	NOUN
fumecheng-3039	2	47	rouge	rouge	NOUN
fumecheng-3039	2	48	,	,	PUNCT
fumecheng-3039	2	49	la	la	PROPN
fumecheng-3039	2	50	,	,	PUNCT
fumecheng-3039	2	51	u.s	u.s	PROPN
fumecheng-3039	2	52	.	.	PROPN
fumecheng-3039	2	53	2	2	NUM
fumecheng-3039	2	54	the	the	DET
fumecheng-3039	2	55	university	university	NOUN
fumecheng-3039	2	56	of	of	ADP
fumecheng-3039	2	57	new	new	PROPN
fumecheng-3039	2	58	orleans	orleans	PROPN
fumecheng-3039	2	59	,	,	PUNCT
fumecheng-3039	2	60	new	new	PROPN
fumecheng-3039	2	61	orleans	orleans	PROPN
fumecheng-3039	2	62	,	,	PUNCT
fumecheng-3039	2	63	la	la	PROPN
fumecheng-3039	2	64	,	,	PUNCT
fumecheng-3039	2	65	u.s	u.s	PROPN
fumecheng-3039	2	66	.	.	PROPN
fumecheng-3039	2	67	abstract	abstract	PROPN
fumecheng-3039	2	68	.	.	PUNCT
fumecheng-3039	3	1	shale	shale	NOUN
fumecheng-3039	3	2	rocks	rock	NOUN
fumecheng-3039	3	3	play	play	VERB
fumecheng-3039	3	4	an	an	DET
fumecheng-3039	3	5	essential	essential	ADJ
fumecheng-3039	3	6	role	role	NOUN
fumecheng-3039	3	7	in	in	ADP
fumecheng-3039	3	8	petroleum	petroleum	NOUN
fumecheng-3039	3	9	exploration	exploration	NOUN
fumecheng-3039	3	10	and	and	CCONJ
fumecheng-3039	3	11	production	production	NOUN
fumecheng-3039	3	12	because	because	SCONJ
fumecheng-3039	3	13	they	they	PRON
fumecheng-3039	3	14	can	can	AUX
fumecheng-3039	3	15	occur	occur	VERB
fumecheng-3039	3	16	either	either	CCONJ
fumecheng-3039	3	17	as	as	SCONJ
fumecheng-3039	3	18	source	source	NOUN
fumecheng-3039	3	19	rocks	rock	NOUN
fumecheng-3039	3	20	or	or	CCONJ
fumecheng-3039	3	21	caprocks	caprock	VERB
fumecheng-3039	3	22	depending	depend	VERB
fumecheng-3039	3	23	on	on	ADP
fumecheng-3039	3	24	their	their	PRON
fumecheng-3039	3	25	mineralogical	mineralogical	ADJ
fumecheng-3039	3	26	composition	composition	NOUN
fumecheng-3039	3	27	and	and	CCONJ
fumecheng-3039	3	28	microstructures	microstructure	NOUN
fumecheng-3039	3	29	.	.	PUNCT
fumecheng-3039	4	1	more	more	ADJ
fumecheng-3039	4	2	than	than	ADP
fumecheng-3039	4	3	60	60	NUM
fumecheng-3039	4	4	%	%	NOUN
fumecheng-3039	4	5	of	of	ADP
fumecheng-3039	4	6	effective	effective	ADJ
fumecheng-3039	4	7	seals	seal	NOUN
fumecheng-3039	4	8	for	for	ADP
fumecheng-3039	4	9	geologic	geologic	ADJ
fumecheng-3039	4	10	hydrocarbon	hydrocarbon	NOUN
fumecheng-3039	4	11	bearing	bearing	NOUN
fumecheng-3039	4	12	formations	formation	NOUN
fumecheng-3039	4	13	as	as	ADP
fumecheng-3039	4	14	natural	natural	ADJ
fumecheng-3039	4	15	hydraulic	hydraulic	ADJ
fumecheng-3039	4	16	barriers	barrier	NOUN
fumecheng-3039	4	17	constitute	constitute	VERB
fumecheng-3039	4	18	of	of	ADP
fumecheng-3039	4	19	shale	shale	NOUN
fumecheng-3039	4	20	caprocks	caprock	NOUN
fumecheng-3039	4	21	.	.	PUNCT
fumecheng-3039	5	1	the	the	DET
fumecheng-3039	5	2	effectiveness	effectiveness	NOUN
fumecheng-3039	5	3	of	of	ADP
fumecheng-3039	5	4	caprock	caprock	NOUN
fumecheng-3039	5	5	depends	depend	VERB
fumecheng-3039	5	6	on	on	ADP
fumecheng-3039	5	7	its	its	PRON
fumecheng-3039	5	8	ability	ability	NOUN
fumecheng-3039	5	9	to	to	PART
fumecheng-3039	5	10	immobilize	immobilize	VERB
fumecheng-3039	5	11	fluids	fluid	NOUN
fumecheng-3039	5	12	,	,	PUNCT
fumecheng-3039	5	13	which	which	PRON
fumecheng-3039	5	14	include	include	VERB
fumecheng-3039	5	15	a	a	DET
fumecheng-3039	5	16	low	low	ADJ
fumecheng-3039	5	17	permeability	permeability	NOUN
fumecheng-3039	5	18	and	and	CCONJ
fumecheng-3039	5	19	resilience	resilience	NOUN
fumecheng-3039	5	20	to	to	ADP
fumecheng-3039	5	21	the	the	DET
fumecheng-3039	5	22	in	in	ADP
fumecheng-3039	5	23	-	-	PUNCT
fumecheng-3039	5	24	situ	situ	NOUN
fumecheng-3039	5	25	formation	formation	NOUN
fumecheng-3039	5	26	of	of	ADP
fumecheng-3039	5	27	fractures	fracture	NOUN
fumecheng-3039	5	28	as	as	ADP
fumecheng-3039	5	29	a	a	DET
fumecheng-3039	5	30	result	result	NOUN
fumecheng-3039	5	31	of	of	ADP
fumecheng-3039	5	32	pressurized	pressurized	ADJ
fumecheng-3039	5	33	injection	injection	NOUN
fumecheng-3039	5	34	.	.	PUNCT
fumecheng-3039	6	1	the	the	DET
fumecheng-3039	6	2	alteration	alteration	NOUN
fumecheng-3039	6	3	in	in	ADP
fumecheng-3039	6	4	sealing	seal	VERB
fumecheng-3039	6	5	properties	property	NOUN
fumecheng-3039	6	6	of	of	ADP
fumecheng-3039	6	7	shale	shale	NOUN
fumecheng-3039	6	8	rocks	rock	NOUN
fumecheng-3039	6	9	is	be	AUX
fumecheng-3039	6	10	directly	directly	ADV
fumecheng-3039	6	11	related	relate	VERB
fumecheng-3039	6	12	to	to	ADP
fumecheng-3039	6	13	the	the	DET
fumecheng-3039	6	14	differences	difference	NOUN
fumecheng-3039	6	15	in	in	ADP
fumecheng-3039	6	16	their	their	PRON
fumecheng-3039	6	17	mineralogical	mineralogical	ADJ
fumecheng-3039	6	18	composition	composition	NOUN
fumecheng-3039	6	19	and	and	CCONJ
fumecheng-3039	6	20	microstructure	microstructure	NOUN
fumecheng-3039	6	21	.	.	PUNCT
fumecheng-3039	7	1	failure	failure	NOUN
fumecheng-3039	7	2	of	of	ADP
fumecheng-3039	7	3	the	the	DET
fumecheng-3039	7	4	shale	shale	NOUN
fumecheng-3039	7	5	starts	start	VERB
fumecheng-3039	7	6	with	with	ADP
fumecheng-3039	7	7	deterioration	deterioration	NOUN
fumecheng-3039	7	8	at	at	ADP
fumecheng-3039	7	9	micro	micro	NOUN
fumecheng-3039	7	10	/	/	NOUN
fumecheng-3039	7	11	nanoscale	nanoscale	NOUN
fumecheng-3039	7	12	,	,	PUNCT
fumecheng-3039	7	13	the	the	DET
fumecheng-3039	7	14	structural	structural	ADJ
fumecheng-3039	7	15	features	feature	NOUN
fumecheng-3039	7	16	and	and	CCONJ
fumecheng-3039	7	17	properties	property	NOUN
fumecheng-3039	7	18	at	at	ADP
fumecheng-3039	7	19	the	the	DET
fumecheng-3039	7	20	micro	micro	NOUN
fumecheng-3039	7	21	/	/	PROPN
fumecheng-3039	7	22	nanoscale	nanoscale	NOUN
fumecheng-3039	7	23	can	can	AUX
fumecheng-3039	7	24	significantly	significantly	ADV
fumecheng-3039	7	25	impact	impact	VERB
fumecheng-3039	7	26	the	the	DET
fumecheng-3039	7	27	durability	durability	NOUN
fumecheng-3039	7	28	performance	performance	NOUN
fumecheng-3039	7	29	of	of	ADP
fumecheng-3039	7	30	these	these	DET
fumecheng-3039	7	31	materials	material	NOUN
fumecheng-3039	7	32	at	at	ADP
fumecheng-3039	7	33	the	the	DET
fumecheng-3039	7	34	macroscale	macroscale	NOUN
fumecheng-3039	7	35	,	,	PUNCT
fumecheng-3039	7	36	therefore	therefore	ADV
fumecheng-3039	7	37	,	,	PUNCT
fumecheng-3039	7	38	study	study	NOUN
fumecheng-3039	7	39	at	at	ADP
fumecheng-3039	7	40	micro	micro	NOUN
fumecheng-3039	7	41	/	/	PROPN
fumecheng-3039	7	42	nanoscale	nanoscale	NOUN
fumecheng-3039	7	43	becomes	become	VERB
fumecheng-3039	7	44	necessary	necessary	ADJ
fumecheng-3039	7	45	to	to	PART
fumecheng-3039	7	46	get	get	VERB
fumecheng-3039	7	47	better	well	ADJ
fumecheng-3039	7	48	understanding	understanding	NOUN
fumecheng-3039	7	49	of	of	ADP
fumecheng-3039	7	50	the	the	DET
fumecheng-3039	7	51	hydraulic	hydraulic	ADJ
fumecheng-3039	7	52	barriers	barrier	NOUN
fumecheng-3039	7	53	materials	material	NOUN
fumecheng-3039	7	54	to	to	PART
fumecheng-3039	7	55	prevent	prevent	VERB
fumecheng-3039	7	56	failure	failure	NOUN
fumecheng-3039	7	57	and	and	CCONJ
fumecheng-3039	7	58	enhance	enhance	VERB
fumecheng-3039	7	59	long	long	ADJ
fumecheng-3039	7	60	-	-	PUNCT
fumecheng-3039	7	61	term	term	NOUN
fumecheng-3039	7	62	geologic	geologic	ADJ
fumecheng-3039	7	63	storage	storage	NOUN
fumecheng-3039	7	64	of	of	ADP
fumecheng-3039	7	65	fluids	fluid	NOUN
fumecheng-3039	7	66	.	.	PUNCT
fumecheng-3039	8	1	indentation	indentation	NOUN
fumecheng-3039	8	2	tests	test	NOUN
fumecheng-3039	8	3	were	be	AUX
fumecheng-3039	8	4	conducted	conduct	VERB
fumecheng-3039	8	5	at	at	ADP
fumecheng-3039	8	6	both	both	DET
fumecheng-3039	8	7	micro	micro	ADJ
fumecheng-3039	8	8	and	and	CCONJ
fumecheng-3039	8	9	nanometer	nanometer	NOUN
fumecheng-3039	8	10	level	level	NOUN
fumecheng-3039	8	11	on	on	ADP
fumecheng-3039	8	12	marcellus	marcellus	ADJ
fumecheng-3039	8	13	shale	shale	NOUN
fumecheng-3039	8	14	samples	sample	NOUN
fumecheng-3039	8	15	to	to	PART
fumecheng-3039	8	16	get	get	VERB
fumecheng-3039	8	17	the	the	DET
fumecheng-3039	8	18	mechanical	mechanical	ADJ
fumecheng-3039	8	19	properties	property	NOUN
fumecheng-3039	8	20	of	of	ADP
fumecheng-3039	8	21	bulk	bulk	ADJ
fumecheng-3039	8	22	and	and	CCONJ
fumecheng-3039	8	23	individual	individual	ADJ
fumecheng-3039	8	24	phase	phase	NOUN
fumecheng-3039	8	25	of	of	ADP
fumecheng-3039	8	26	the	the	DET
fumecheng-3039	8	27	multiphase	multiphase	NOUN
fumecheng-3039	8	28	materials	material	NOUN
fumecheng-3039	8	29	.	.	PUNCT
fumecheng-3039	9	1	the	the	DET
fumecheng-3039	9	2	mechanical	mechanical	ADJ
fumecheng-3039	9	3	properties	property	NOUN
fumecheng-3039	9	4	map	map	NOUN
fumecheng-3039	9	5	were	be	AUX
fumecheng-3039	9	6	created	create	VERB
fumecheng-3039	9	7	based	base	VERB
fumecheng-3039	9	8	on	on	ADP
fumecheng-3039	9	9	the	the	DET
fumecheng-3039	9	10	nano	nano	NOUN
fumecheng-3039	9	11	indentation	indentation	NOUN
fumecheng-3039	9	12	results	result	NOUN
fumecheng-3039	9	13	and	and	CCONJ
fumecheng-3039	9	14	the	the	DET
fumecheng-3039	9	15	properties	property	NOUN
fumecheng-3039	9	16	of	of	ADP
fumecheng-3039	9	17	each	each	DET
fumecheng-3039	9	18	individual	individual	ADJ
fumecheng-3039	9	19	phase	phase	NOUN
fumecheng-3039	9	20	can	can	AUX
fumecheng-3039	9	21	be	be	AUX
fumecheng-3039	9	22	correlated	correlate	VERB
fumecheng-3039	9	23	with	with	ADP
fumecheng-3039	9	24	bulk	bulk	ADJ
fumecheng-3039	9	25	response	response	NOUN
fumecheng-3039	9	26	in	in	ADP
fumecheng-3039	9	27	the	the	DET
fumecheng-3039	9	28	multiphase	multiphase	NOUN
fumecheng-3039	9	29	composite	composite	NOUN
fumecheng-3039	9	30	;	;	PUNCT
fumecheng-3039	9	31	the	the	DET
fumecheng-3039	9	32	effect	effect	NOUN
fumecheng-3039	9	33	of	of	ADP
fumecheng-3039	9	34	each	each	DET
fumecheng-3039	9	35	component	component	NOUN
fumecheng-3039	9	36	on	on	ADP
fumecheng-3039	9	37	the	the	DET
fumecheng-3039	9	38	microstructure	microstructure	ADJ
fumecheng-3039	9	39	and	and	CCONJ
fumecheng-3039	9	40	bulk	bulk	ADJ
fumecheng-3039	9	41	mechanical	mechanical	ADJ
fumecheng-3039	9	42	properties	property	NOUN
fumecheng-3039	9	43	can	can	AUX
fumecheng-3039	9	44	be	be	AUX
fumecheng-3039	9	45	better	well	ADV
fumecheng-3039	9	46	understood	understand	VERB
fumecheng-3039	9	47	.	.	PUNCT
fumecheng-3039	10	1	key	key	ADJ
fumecheng-3039	10	2	words	word	NOUN
fumecheng-3039	10	3	:	:	PUNCT
fumecheng-3039	10	4	shale	shale	NOUN
fumecheng-3039	10	5	rock	rock	NOUN
fumecheng-3039	10	6	,	,	PUNCT
fumecheng-3039	10	7	mechanical	mechanical	ADJ
fumecheng-3039	10	8	properties	property	NOUN
fumecheng-3039	10	9	,	,	PUNCT
fumecheng-3039	10	10	indentation	indentation	NOUN
fumecheng-3039	10	11	received	receive	VERB
fumecheng-3039	10	12	june	june	PROPN
fumecheng-3039	10	13	02	02	NUM
fumecheng-3039	10	14	,	,	PUNCT
fumecheng-3039	10	15	2017	2017	NUM
fumecheng-3039	10	16	/	/	SYM
fumecheng-3039	10	17	accepted	accept	VERB
fumecheng-3039	10	18	july	july	PROPN
fumecheng-3039	10	19	21	21	NUM
fumecheng-3039	10	20	,	,	PUNCT
fumecheng-3039	10	21	2017	2017	NUM
fumecheng-3039	10	22	corresponding	correspond	VERB
fumecheng-3039	10	23	author	author	NOUN
fumecheng-3039	10	24	:	:	PUNCT
fumecheng-3039	10	25	mileva	mileva	PROPN
fumecheng-3039	10	26	radonjic	radonjic	PROPN
fumecheng-3039	10	27	craft	craft	PROPN
fumecheng-3039	10	28	&	&	CCONJ
fumecheng-3039	10	29	hawkins	hawkins	PROPN
fumecheng-3039	10	30	department	department	PROPN
fumecheng-3039	10	31	of	of	ADP
fumecheng-3039	10	32	petroleum	petroleum	NOUN
fumecheng-3039	10	33	engineering	engineering	NOUN
fumecheng-3039	10	34	,	,	PUNCT
fumecheng-3039	10	35	louisiana	louisiana	PROPN
fumecheng-3039	10	36	state	state	PROPN
fumecheng-3039	10	37	university	university	PROPN
fumecheng-3039	10	38	,	,	PUNCT
fumecheng-3039	10	39	127	127	NUM
fumecheng-3039	10	40	old	old	ADJ
fumecheng-3039	10	41	forestry	forestry	NOUN
fumecheng-3039	10	42	building	building	NOUN
fumecheng-3039	10	43	,	,	PUNCT
fumecheng-3039	10	44	baton	baton	NOUN
fumecheng-3039	10	45	rouge	rouge	NOUN
fumecheng-3039	10	46	,	,	PUNCT
fumecheng-3039	10	47	70820	70820	NUM
fumecheng-3039	10	48	,	,	PUNCT
fumecheng-3039	10	49	la	la	PROPN
fumecheng-3039	10	50	,	,	PUNCT
fumecheng-3039	10	51	u.s	u.s	PROPN
fumecheng-3039	10	52	e	e	PROPN
fumecheng-3039	10	53	-	-	NOUN
fumecheng-3039	10	54	mail	mail	NOUN
fumecheng-3039	10	55	:	:	PUNCT
fumecheng-3039	10	56	mileva@lsu.edu	mileva@lsu.edu	PROPN
fumecheng-3039	10	57	332	332	NUM
fumecheng-3039	10	58	h.	h.	PROPN
fumecheng-3039	10	59	du	du	PROPN
fumecheng-3039	10	60	,	,	PUNCT
fumecheng-3039	10	61	k.	k.	PROPN
fumecheng-3039	10	62	carpenter	carpenter	PROPN
fumecheng-3039	10	63	,	,	PUNCT
fumecheng-3039	10	64	d.	d.	PROPN
fumecheng-3039	10	65	hui	hui	PROPN
fumecheng-3039	10	66	,	,	PUNCT
fumecheng-3039	10	67	m.	m.	NOUN
fumecheng-3039	10	68	radonjic	radonjic	ADJ
fumecheng-3039	10	69	1	1	NUM
fumecheng-3039	10	70	.	.	PUNCT
fumecheng-3039	11	1	introduction	introduction	NOUN
fumecheng-3039	11	2	shales	shale	NOUN
fumecheng-3039	11	3	have	have	AUX
fumecheng-3039	11	4	been	be	AUX
fumecheng-3039	11	5	a	a	DET
fumecheng-3039	11	6	particularly	particularly	ADV
fumecheng-3039	11	7	interesting	interesting	ADJ
fumecheng-3039	11	8	rock	rock	NOUN
fumecheng-3039	11	9	in	in	ADP
fumecheng-3039	11	10	various	various	ADJ
fumecheng-3039	11	11	applications	application	NOUN
fumecheng-3039	11	12	of	of	ADP
fumecheng-3039	11	13	petroleum	petroleum	NOUN
fumecheng-3039	11	14	engineering	engineering	NOUN
fumecheng-3039	11	15	.	.	PUNCT
fumecheng-3039	12	1	rock	rock	NOUN
fumecheng-3039	12	2	-	-	PUNCT
fumecheng-3039	12	3	fluid	fluid	NOUN
fumecheng-3039	12	4	interactions	interaction	NOUN
fumecheng-3039	12	5	have	have	AUX
fumecheng-3039	12	6	been	be	AUX
fumecheng-3039	12	7	studied	study	VERB
fumecheng-3039	12	8	in	in	ADP
fumecheng-3039	12	9	the	the	DET
fumecheng-3039	12	10	oil	oil	NOUN
fumecheng-3039	12	11	industry	industry	NOUN
fumecheng-3039	12	12	not	not	PART
fumecheng-3039	12	13	just	just	ADV
fumecheng-3039	12	14	in	in	ADP
fumecheng-3039	12	15	the	the	DET
fumecheng-3039	12	16	drilling	drilling	NOUN
fumecheng-3039	12	17	phase	phase	NOUN
fumecheng-3039	12	18	,	,	PUNCT
fumecheng-3039	12	19	but	but	CCONJ
fumecheng-3039	12	20	also	also	ADV
fumecheng-3039	12	21	in	in	ADP
fumecheng-3039	12	22	completion	completion	NOUN
fumecheng-3039	12	23	,	,	PUNCT
fumecheng-3039	12	24	stimulation	stimulation	NOUN
fumecheng-3039	12	25	,	,	PUNCT
fumecheng-3039	12	26	and	and	CCONJ
fumecheng-3039	12	27	enhanced	enhance	VERB
fumecheng-3039	12	28	oil	oil	NOUN
fumecheng-3039	12	29	recovery	recovery	NOUN
fumecheng-3039	12	30	projects	project	NOUN
fumecheng-3039	12	31	,	,	PUNCT
fumecheng-3039	12	32	for	for	ADP
fumecheng-3039	12	33	over	over	ADP
fumecheng-3039	12	34	one	one	NUM
fumecheng-3039	12	35	hundred	hundred	NUM
fumecheng-3039	12	36	years	year	NOUN
fumecheng-3039	12	37	.	.	PUNCT
fumecheng-3039	13	1	performing	perform	VERB
fumecheng-3039	13	2	a	a	DET
fumecheng-3039	13	3	correct	correct	ADJ
fumecheng-3039	13	4	evaluation	evaluation	NOUN
fumecheng-3039	13	5	of	of	ADP
fumecheng-3039	13	6	how	how	SCONJ
fumecheng-3039	13	7	a	a	DET
fumecheng-3039	13	8	rock	rock	NOUN
fumecheng-3039	13	9	or	or	CCONJ
fumecheng-3039	13	10	formation	formation	NOUN
fumecheng-3039	13	11	reacts	react	VERB
fumecheng-3039	13	12	when	when	SCONJ
fumecheng-3039	13	13	under	under	ADP
fumecheng-3039	13	14	stresses	stress	NOUN
fumecheng-3039	13	15	involved	involve	VERB
fumecheng-3039	13	16	for	for	ADP
fumecheng-3039	13	17	production	production	NOUN
fumecheng-3039	13	18	is	be	AUX
fumecheng-3039	13	19	critical	critical	ADJ
fumecheng-3039	13	20	for	for	ADP
fumecheng-3039	13	21	the	the	DET
fumecheng-3039	13	22	success	success	NOUN
fumecheng-3039	13	23	of	of	ADP
fumecheng-3039	13	24	many	many	ADJ
fumecheng-3039	13	25	operations	operation	NOUN
fumecheng-3039	13	26	.	.	PUNCT
fumecheng-3039	14	1	shales	shale	NOUN
fumecheng-3039	14	2	are	be	AUX
fumecheng-3039	14	3	sedimentary	sedimentary	ADJ
fumecheng-3039	14	4	rocks	rock	NOUN
fumecheng-3039	14	5	that	that	PRON
fumecheng-3039	14	6	have	have	VERB
fumecheng-3039	14	7	distinct	distinct	ADJ
fumecheng-3039	14	8	laminated	laminated	ADJ
fumecheng-3039	14	9	layering	layer	VERB
fumecheng-3039	14	10	characteristics	characteristic	NOUN
fumecheng-3039	14	11	and	and	CCONJ
fumecheng-3039	14	12	high	high	ADJ
fumecheng-3039	14	13	clay	clay	NOUN
fumecheng-3039	14	14	and/or	and/or	CCONJ
fumecheng-3039	14	15	silt	silt	NOUN
fumecheng-3039	14	16	content	content	NOUN
fumecheng-3039	14	17	.	.	PUNCT
fumecheng-3039	15	1	there	there	PRON
fumecheng-3039	15	2	are	be	VERB
fumecheng-3039	15	3	two	two	NUM
fumecheng-3039	15	4	main	main	ADJ
fumecheng-3039	15	5	chemical	chemical	NOUN
fumecheng-3039	15	6	processes	process	NOUN
fumecheng-3039	15	7	responsible	responsible	ADJ
fumecheng-3039	15	8	for	for	ADP
fumecheng-3039	15	9	these	these	DET
fumecheng-3039	15	10	formations	formation	NOUN
fumecheng-3039	15	11	,	,	PUNCT
fumecheng-3039	15	12	with	with	ADP
fumecheng-3039	15	13	two	two	NUM
fumecheng-3039	15	14	fundamental	fundamental	ADJ
fumecheng-3039	15	15	mechanisms	mechanism	NOUN
fumecheng-3039	15	16	:	:	PUNCT
fumecheng-3039	15	17	1	1	X
fumecheng-3039	15	18	)	)	PUNCT
fumecheng-3039	15	19	neoformation	neoformation	NOUN
fumecheng-3039	15	20	–	–	PUNCT
fumecheng-3039	15	21	precipitation	precipitation	NOUN
fumecheng-3039	15	22	from	from	ADP
fumecheng-3039	15	23	solution	solution	NOUN
fumecheng-3039	15	24	;	;	PUNCT
fumecheng-3039	15	25	and	and	CCONJ
fumecheng-3039	15	26	,	,	PUNCT
fumecheng-3039	15	27	2	2	X
fumecheng-3039	15	28	)	)	PUNCT
fumecheng-3039	15	29	transformation	transformation	NOUN
fumecheng-3039	15	30	–	–	PUNCT
fumecheng-3039	15	31	a	a	DET
fumecheng-3039	15	32	new	new	ADJ
fumecheng-3039	15	33	clay	clay	NOUN
fumecheng-3039	15	34	mineral	mineral	NOUN
fumecheng-3039	15	35	inherits	inherit	VERB
fumecheng-3039	15	36	part	part	NOUN
fumecheng-3039	15	37	of	of	ADP
fumecheng-3039	15	38	its	its	PRON
fumecheng-3039	15	39	silicate	silicate	NOUN
fumecheng-3039	15	40	skeleton	skeleton	NOUN
fumecheng-3039	15	41	from	from	ADP
fumecheng-3039	15	42	preexisting	preexist	VERB
fumecheng-3039	15	43	materials	material	NOUN
fumecheng-3039	15	44	such	such	ADJ
fumecheng-3039	15	45	as	as	ADP
fumecheng-3039	15	46	phyllosilicate	phyllosilicate	NOUN
fumecheng-3039	15	47	[	[	X
fumecheng-3039	15	48	1	1	NUM
fumecheng-3039	15	49	]	]	PUNCT
fumecheng-3039	15	50	.	.	PUNCT
fumecheng-3039	16	1	shales	shale	NOUN
fumecheng-3039	16	2	are	be	AUX
fumecheng-3039	16	3	typically	typically	ADV
fumecheng-3039	16	4	laminated	laminate	VERB
fumecheng-3039	16	5	and	and	CCONJ
fumecheng-3039	16	6	fissile	fissile	NOUN
fumecheng-3039	16	7	.	.	PUNCT
fumecheng-3039	17	1	in	in	ADP
fumecheng-3039	17	2	order	order	NOUN
fumecheng-3039	17	3	for	for	ADP
fumecheng-3039	17	4	fine	fine	ADJ
fumecheng-3039	17	5	clay	clay	NOUN
fumecheng-3039	17	6	and	and	CCONJ
fumecheng-3039	17	7	silt	silt	NOUN
fumecheng-3039	17	8	particles	particle	NOUN
fumecheng-3039	17	9	to	to	PART
fumecheng-3039	17	10	form	form	VERB
fumecheng-3039	17	11	,	,	PUNCT
fumecheng-3039	17	12	larger	large	ADJ
fumecheng-3039	17	13	organic	organic	ADJ
fumecheng-3039	17	14	pieces	piece	NOUN
fumecheng-3039	17	15	must	must	AUX
fumecheng-3039	17	16	be	be	AUX
fumecheng-3039	17	17	broken	break	VERB
fumecheng-3039	17	18	down	down	ADP
fumecheng-3039	17	19	over	over	ADP
fumecheng-3039	17	20	time	time	NOUN
fumecheng-3039	17	21	and	and	CCONJ
fumecheng-3039	17	22	deposited	deposit	VERB
fumecheng-3039	17	23	in	in	ADP
fumecheng-3039	17	24	environments	environment	NOUN
fumecheng-3039	17	25	conducive	conducive	ADJ
fumecheng-3039	17	26	to	to	ADP
fumecheng-3039	17	27	shale	shale	NOUN
fumecheng-3039	17	28	formation	formation	NOUN
fumecheng-3039	17	29	.	.	PUNCT
fumecheng-3039	18	1	the	the	DET
fumecheng-3039	18	2	processes	process	NOUN
fumecheng-3039	18	3	that	that	PRON
fumecheng-3039	18	4	break	break	VERB
fumecheng-3039	18	5	down	down	ADP
fumecheng-3039	18	6	these	these	DET
fumecheng-3039	18	7	larger	large	ADJ
fumecheng-3039	18	8	pieces	piece	NOUN
fumecheng-3039	18	9	into	into	ADP
fumecheng-3039	18	10	clay	clay	NOUN
fumecheng-3039	18	11	or	or	CCONJ
fumecheng-3039	18	12	silt	silt	NOUN
fumecheng-3039	18	13	sized	sized	ADJ
fumecheng-3039	18	14	particles	particle	NOUN
fumecheng-3039	18	15	include	include	VERB
fumecheng-3039	18	16	chemical	chemical	NOUN
fumecheng-3039	18	17	weathering	weathering	NOUN
fumecheng-3039	18	18	in	in	ADP
fumecheng-3039	18	19	soils	soil	NOUN
fumecheng-3039	18	20	,	,	PUNCT
fumecheng-3039	18	21	formation	formation	NOUN
fumecheng-3039	18	22	of	of	ADP
fumecheng-3039	18	23	authigenic	authigenic	ADJ
fumecheng-3039	18	24	minerals	mineral	NOUN
fumecheng-3039	18	25	at	at	ADP
fumecheng-3039	18	26	the	the	DET
fumecheng-3039	18	27	sediments	sediment	NOUN
fumecheng-3039	18	28	depositional	depositional	ADJ
fumecheng-3039	18	29	sit	sit	NOUN
fumecheng-3039	18	30	,	,	PUNCT
fumecheng-3039	18	31	formation	formation	NOUN
fumecheng-3039	18	32	of	of	ADP
fumecheng-3039	18	33	diagentic	diagentic	ADJ
fumecheng-3039	18	34	minerals	mineral	NOUN
fumecheng-3039	18	35	after	after	ADP
fumecheng-3039	18	36	deposition	deposition	NOUN
fumecheng-3039	18	37	,	,	PUNCT
fumecheng-3039	18	38	and	and	CCONJ
fumecheng-3039	18	39	clay	clay	NOUN
fumecheng-3039	18	40	minerals	mineral	NOUN
fumecheng-3039	18	41	formed	form	VERB
fumecheng-3039	18	42	by	by	ADP
fumecheng-3039	18	43	hydrothermal	hydrothermal	ADJ
fumecheng-3039	18	44	alteration	alteration	NOUN
fumecheng-3039	19	1	[	[	X
fumecheng-3039	19	2	1	1	NUM
fumecheng-3039	19	3	]	]	PUNCT
fumecheng-3039	19	4	.	.	PUNCT
fumecheng-3039	20	1	these	these	DET
fumecheng-3039	20	2	variations	variation	NOUN
fumecheng-3039	20	3	of	of	ADP
fumecheng-3039	20	4	minerals	mineral	NOUN
fumecheng-3039	20	5	that	that	PRON
fumecheng-3039	20	6	create	create	VERB
fumecheng-3039	20	7	the	the	DET
fumecheng-3039	20	8	shale	shale	NOUN
fumecheng-3039	20	9	rock	rock	NOUN
fumecheng-3039	20	10	make	make	VERB
fumecheng-3039	20	11	it	it	PRON
fumecheng-3039	20	12	very	very	ADV
fumecheng-3039	20	13	vulnerable	vulnerable	ADJ
fumecheng-3039	20	14	to	to	ADP
fumecheng-3039	20	15	chemical	chemical	ADJ
fumecheng-3039	20	16	reactions	reaction	NOUN
fumecheng-3039	20	17	.	.	PUNCT
fumecheng-3039	21	1	shales	shale	NOUN
fumecheng-3039	21	2	are	be	AUX
fumecheng-3039	21	3	subject	subject	ADJ
fumecheng-3039	21	4	to	to	ADP
fumecheng-3039	21	5	phenomena	phenomenon	NOUN
fumecheng-3039	21	6	such	such	ADJ
fumecheng-3039	21	7	as	as	ADP
fumecheng-3039	21	8	hydration	hydration	NOUN
fumecheng-3039	21	9	,	,	PUNCT
fumecheng-3039	21	10	swelling	swelling	NOUN
fumecheng-3039	21	11	,	,	PUNCT
fumecheng-3039	21	12	shrinking	shrinking	NOUN
fumecheng-3039	21	13	,	,	PUNCT
fumecheng-3039	21	14	and	and	CCONJ
fumecheng-3039	21	15	strength	strength	NOUN
fumecheng-3039	21	16	reduction	reduction	NOUN
fumecheng-3039	21	17	when	when	SCONJ
fumecheng-3039	21	18	exposed	expose	VERB
fumecheng-3039	21	19	to	to	ADP
fumecheng-3039	21	20	water	water	NOUN
fumecheng-3039	21	21	and	and	CCONJ
fumecheng-3039	21	22	ions	ion	NOUN
fumecheng-3039	21	23	[	[	X
fumecheng-3039	21	24	1	1	NUM
fumecheng-3039	21	25	]	]	PUNCT
fumecheng-3039	21	26	.	.	PUNCT
fumecheng-3039	22	1	most	most	ADJ
fumecheng-3039	22	2	of	of	ADP
fumecheng-3039	22	3	the	the	DET
fumecheng-3039	22	4	time	time	NOUN
fumecheng-3039	22	5	,	,	PUNCT
fumecheng-3039	22	6	the	the	DET
fumecheng-3039	22	7	mechanisms	mechanism	NOUN
fumecheng-3039	22	8	controlling	control	VERB
fumecheng-3039	22	9	these	these	DET
fumecheng-3039	22	10	reactions	reaction	NOUN
fumecheng-3039	22	11	are	be	AUX
fumecheng-3039	22	12	very	very	ADV
fumecheng-3039	22	13	complex	complex	ADJ
fumecheng-3039	22	14	and	and	CCONJ
fumecheng-3039	22	15	not	not	PART
fumecheng-3039	22	16	completely	completely	ADV
fumecheng-3039	22	17	understood	understand	VERB
fumecheng-3039	22	18	.	.	PUNCT
fumecheng-3039	23	1	they	they	PRON
fumecheng-3039	23	2	can	can	AUX
fumecheng-3039	23	3	result	result	VERB
fumecheng-3039	23	4	in	in	ADP
fumecheng-3039	23	5	a	a	DET
fumecheng-3039	23	6	hydrophilic	hydrophilic	ADJ
fumecheng-3039	23	7	nature	nature	NOUN
fumecheng-3039	23	8	of	of	ADP
fumecheng-3039	23	9	clay	clay	NOUN
fumecheng-3039	23	10	particles	particle	NOUN
fumecheng-3039	23	11	,	,	PUNCT
fumecheng-3039	23	12	which	which	PRON
fumecheng-3039	23	13	is	be	AUX
fumecheng-3039	23	14	somewhat	somewhat	ADV
fumecheng-3039	23	15	influenced	influence	VERB
fumecheng-3039	23	16	by	by	ADP
fumecheng-3039	23	17	the	the	DET
fumecheng-3039	23	18	chemical	chemical	ADJ
fumecheng-3039	23	19	and	and	CCONJ
fumecheng-3039	23	20	mechanical	mechanical	ADJ
fumecheng-3039	23	21	environments	environment	NOUN
fumecheng-3039	23	22	the	the	DET
fumecheng-3039	23	23	clay	clay	NOUN
fumecheng-3039	23	24	materials	material	NOUN
fumecheng-3039	23	25	are	be	AUX
fumecheng-3039	23	26	exposed	expose	VERB
fumecheng-3039	23	27	to	to	ADP
fumecheng-3039	23	28	.	.	PUNCT
fumecheng-3039	24	1	the	the	DET
fumecheng-3039	24	2	chemical	chemical	NOUN
fumecheng-3039	24	3	effects	effect	NOUN
fumecheng-3039	24	4	are	be	AUX
fumecheng-3039	24	5	from	from	ADP
fumecheng-3039	24	6	the	the	DET
fumecheng-3039	24	7	intermolecular	intermolecular	ADJ
fumecheng-3039	24	8	forces	force	NOUN
fumecheng-3039	24	9	between	between	ADP
fumecheng-3039	24	10	clay	clay	NOUN
fumecheng-3039	24	11	particles	particle	NOUN
fumecheng-3039	24	12	and	and	CCONJ
fumecheng-3039	24	13	pore	pore	ADJ
fumecheng-3039	24	14	fluid	fluid	NOUN
fumecheng-3039	24	15	inside	inside	ADP
fumecheng-3039	24	16	the	the	DET
fumecheng-3039	24	17	shales	shale	NOUN
fumecheng-3039	24	18	,	,	PUNCT
fumecheng-3039	24	19	typically	typically	ADV
fumecheng-3039	24	20	creating	create	VERB
fumecheng-3039	24	21	an	an	DET
fumecheng-3039	24	22	ion	ion	NOUN
fumecheng-3039	24	23	exchange	exchange	NOUN
fumecheng-3039	24	24	much	much	ADV
fumecheng-3039	24	25	like	like	ADP
fumecheng-3039	24	26	an	an	DET
fumecheng-3039	24	27	osmotic	osmotic	ADJ
fumecheng-3039	24	28	membrane	membrane	NOUN
fumecheng-3039	24	29	.	.	PUNCT
fumecheng-3039	25	1	the	the	DET
fumecheng-3039	25	2	pore	pore	ADJ
fumecheng-3039	25	3	water	water	NOUN
fumecheng-3039	25	4	is	be	AUX
fumecheng-3039	25	5	generally	generally	ADV
fumecheng-3039	25	6	much	much	ADV
fumecheng-3039	25	7	more	more	ADV
fumecheng-3039	25	8	salty	salty	ADJ
fumecheng-3039	25	9	than	than	ADP
fumecheng-3039	25	10	the	the	DET
fumecheng-3039	25	11	fresh	fresh	ADJ
fumecheng-3039	25	12	water	water	NOUN
fumecheng-3039	25	13	injected	inject	VERB
fumecheng-3039	25	14	into	into	ADP
fumecheng-3039	25	15	formations	formation	NOUN
fumecheng-3039	25	16	during	during	ADP
fumecheng-3039	25	17	hydraulic	hydraulic	ADJ
fumecheng-3039	25	18	fracturing	fracturing	NOUN
fumecheng-3039	25	19	.	.	PUNCT
fumecheng-3039	26	1	also	also	ADV
fumecheng-3039	26	2	,	,	PUNCT
fumecheng-3039	26	3	the	the	DET
fumecheng-3039	26	4	type	type	NOUN
fumecheng-3039	26	5	and	and	CCONJ
fumecheng-3039	26	6	amount	amount	NOUN
fumecheng-3039	26	7	of	of	ADP
fumecheng-3039	26	8	clay	clay	NOUN
fumecheng-3039	26	9	groups	group	NOUN
fumecheng-3039	26	10	and	and	CCONJ
fumecheng-3039	26	11	subgroup	subgroup	NOUN
fumecheng-3039	26	12	in	in	ADP
fumecheng-3039	26	13	the	the	DET
fumecheng-3039	26	14	shale	shale	NOUN
fumecheng-3039	26	15	play	play	VERB
fumecheng-3039	26	16	an	an	DET
fumecheng-3039	26	17	important	important	ADJ
fumecheng-3039	26	18	role	role	NOUN
fumecheng-3039	26	19	in	in	ADP
fumecheng-3039	26	20	distinguishing	distinguish	VERB
fumecheng-3039	26	21	different	different	ADJ
fumecheng-3039	26	22	hydrological	hydrological	ADJ
fumecheng-3039	26	23	behaviors	behavior	NOUN
fumecheng-3039	26	24	of	of	ADP
fumecheng-3039	26	25	the	the	DET
fumecheng-3039	26	26	rock	rock	NOUN
fumecheng-3039	26	27	.	.	PUNCT
fumecheng-3039	27	1	this	this	PRON
fumecheng-3039	27	2	is	be	AUX
fumecheng-3039	27	3	a	a	DET
fumecheng-3039	27	4	result	result	NOUN
fumecheng-3039	27	5	of	of	ADP
fumecheng-3039	27	6	where	where	SCONJ
fumecheng-3039	27	7	the	the	DET
fumecheng-3039	27	8	charge	charge	NOUN
fumecheng-3039	27	9	deficiency	deficiency	NOUN
fumecheng-3039	27	10	is	be	AUX
fumecheng-3039	27	11	located	locate	VERB
fumecheng-3039	27	12	(	(	PUNCT
fumecheng-3039	27	13	silica	silica	NOUN
fumecheng-3039	27	14	tetrahedral	tetrahedral	ADJ
fumecheng-3039	27	15	or	or	CCONJ
fumecheng-3039	27	16	alumina	alumina	VERB
fumecheng-3039	27	17	octahedral	octahedral	ADJ
fumecheng-3039	27	18	sheet	sheet	NOUN
fumecheng-3039	27	19	)	)	PUNCT
fumecheng-3039	27	20	,	,	PUNCT
fumecheng-3039	27	21	as	as	ADV
fumecheng-3039	27	22	well	well	ADV
fumecheng-3039	27	23	as	as	ADP
fumecheng-3039	27	24	of	of	ADP
fumecheng-3039	27	25	a	a	DET
fumecheng-3039	27	26	continuous	continuous	ADJ
fumecheng-3039	27	27	charge	charge	NOUN
fumecheng-3039	27	28	in	in	ADP
fumecheng-3039	27	29	shale	shale	NOUN
fumecheng-3039	27	30	pore	pore	ADJ
fumecheng-3039	27	31	pressure	pressure	NOUN
fumecheng-3039	27	32	and	and	CCONJ
fumecheng-3039	27	33	composition	composition	NOUN
fumecheng-3039	27	34	[	[	X
fumecheng-3039	27	35	1	1	NUM
fumecheng-3039	27	36	]	]	PUNCT
fumecheng-3039	27	37	.	.	PUNCT
fumecheng-3039	28	1	clay	clay	NOUN
fumecheng-3039	28	2	minerals	mineral	NOUN
fumecheng-3039	28	3	are	be	AUX
fumecheng-3039	28	4	classified	classify	VERB
fumecheng-3039	28	5	as	as	ADP
fumecheng-3039	28	6	‘	'	PUNCT
fumecheng-3039	28	7	silicates	silicate	NOUN
fumecheng-3039	28	8	’	'	PUNCT
fumecheng-3039	28	9	but	but	CCONJ
fumecheng-3039	28	10	their	their	PRON
fumecheng-3039	28	11	chemical	chemical	NOUN
fumecheng-3039	28	12	compositions	composition	NOUN
fumecheng-3039	28	13	typically	typically	ADV
fumecheng-3039	28	14	have	have	VERB
fumecheng-3039	28	15	more	more	ADJ
fumecheng-3039	28	16	oxygen	oxygen	NOUN
fumecheng-3039	28	17	than	than	ADP
fumecheng-3039	28	18	si	si	PROPN
fumecheng-3039	28	19	,	,	PUNCT
fumecheng-3039	28	20	al	al	PROPN
fumecheng-3039	28	21	,	,	PUNCT
fumecheng-3039	28	22	or	or	CCONJ
fumecheng-3039	28	23	mg	mg	PROPN
fumecheng-3039	28	24	,	,	PUNCT
fumecheng-3039	28	25	so	so	ADV
fumecheng-3039	28	26	many	many	ADJ
fumecheng-3039	28	27	arguably	arguably	ADV
fumecheng-3039	28	28	consider	consider	VERB
fumecheng-3039	28	29	them	they	PRON
fumecheng-3039	28	30	as	as	ADP
fumecheng-3039	28	31	(	(	PUNCT
fumecheng-3039	28	32	hydr)oxides	hydr)oxide	NOUN
fumecheng-3039	28	33	of	of	ADP
fumecheng-3039	28	34	silicon	silicon	NOUN
fumecheng-3039	28	35	,	,	PUNCT
fumecheng-3039	28	36	aluminium	aluminium	NOUN
fumecheng-3039	28	37	,	,	PUNCT
fumecheng-3039	28	38	or	or	CCONJ
fumecheng-3039	28	39	magnesium	magnesium	NOUN
fumecheng-3039	28	40	[	[	X
fumecheng-3039	28	41	2	2	NUM
fumecheng-3039	28	42	]	]	PUNCT
fumecheng-3039	28	43	.	.	PUNCT
fumecheng-3039	29	1	shale	shale	NOUN
fumecheng-3039	29	2	rocks	rock	NOUN
fumecheng-3039	29	3	predominantly	predominantly	ADV
fumecheng-3039	29	4	composed	compose	VERB
fumecheng-3039	29	5	of	of	ADP
fumecheng-3039	29	6	clay	clay	NOUN
fumecheng-3039	29	7	such	such	ADJ
fumecheng-3039	29	8	as	as	ADP
fumecheng-3039	29	9	kaolinite	kaolinite	NOUN
fumecheng-3039	29	10	,	,	PUNCT
fumecheng-3039	29	11	smectite	smectite	NOUN
fumecheng-3039	29	12	,	,	PUNCT
fumecheng-3039	29	13	and	and	CCONJ
fumecheng-3039	29	14	illite	illite	VERB
fumecheng-3039	29	15	.	.	PUNCT
fumecheng-3039	30	1	they	they	PRON
fumecheng-3039	30	2	might	might	AUX
fumecheng-3039	30	3	also	also	ADV
fumecheng-3039	30	4	have	have	VERB
fumecheng-3039	30	5	other	other	ADJ
fumecheng-3039	30	6	silica	silica	NOUN
fumecheng-3039	30	7	and	and	CCONJ
fumecheng-3039	30	8	carbonate	carbonate	NOUN
fumecheng-3039	30	9	based	base	VERB
fumecheng-3039	30	10	minerals	mineral	NOUN
fumecheng-3039	30	11	that	that	PRON
fumecheng-3039	30	12	contribute	contribute	VERB
fumecheng-3039	30	13	to	to	ADP
fumecheng-3039	30	14	their	their	PRON
fumecheng-3039	30	15	geomechanical	geomechanical	ADJ
fumecheng-3039	30	16	strength	strength	NOUN
fumecheng-3039	30	17	.	.	PUNCT
fumecheng-3039	31	1	ian	ian	PROPN
fumecheng-3039	31	2	c.	c.	PROPN
fumecheng-3039	31	3	bourg	bourg	PROPN
fumecheng-3039	31	4	documented	document	VERB
fumecheng-3039	31	5	different	different	ADJ
fumecheng-3039	31	6	shale	shale	NOUN
fumecheng-3039	31	7	rock	rock	NOUN
fumecheng-3039	31	8	formations	formation	NOUN
fumecheng-3039	31	9	showing	show	VERB
fumecheng-3039	31	10	the	the	DET
fumecheng-3039	31	11	relationship	relationship	NOUN
fumecheng-3039	31	12	between	between	ADP
fumecheng-3039	31	13	their	their	PRON
fumecheng-3039	31	14	utility	utility	NOUN
fumecheng-3039	31	15	and	and	CCONJ
fumecheng-3039	31	16	composition	composition	NOUN
fumecheng-3039	31	17	.	.	PUNCT
fumecheng-3039	32	1	clay	clay	NOUN
fumecheng-3039	32	2	mineral	mineral	NOUN
fumecheng-3039	32	3	content	content	NOUN
fumecheng-3039	32	4	was	be	AUX
fumecheng-3039	32	5	identified	identify	VERB
fumecheng-3039	32	6	as	as	ADP
fumecheng-3039	32	7	a	a	DET
fumecheng-3039	32	8	very	very	ADV
fumecheng-3039	32	9	important	important	ADJ
fumecheng-3039	32	10	variable	variable	NOUN
fumecheng-3039	32	11	that	that	PRON
fumecheng-3039	32	12	controls	control	VERB
fumecheng-3039	32	13	key	key	ADJ
fumecheng-3039	32	14	material	material	NOUN
fumecheng-3039	32	15	properties	property	NOUN
fumecheng-3039	32	16	of	of	ADP
fumecheng-3039	32	17	these	these	DET
fumecheng-3039	32	18	formations	formation	NOUN
fumecheng-3039	32	19	.	.	PUNCT
fumecheng-3039	33	1	shale	shale	NOUN
fumecheng-3039	33	2	formations	formation	NOUN
fumecheng-3039	33	3	with	with	ADP
fumecheng-3039	33	4	high	high	ADJ
fumecheng-3039	33	5	clay	clay	NOUN
fumecheng-3039	33	6	content	content	NOUN
fumecheng-3039	33	7	(	(	PUNCT
fumecheng-3039	33	8	>	>	X
fumecheng-3039	33	9	35	35	NUM
fumecheng-3039	33	10	%	%	NOUN
fumecheng-3039	33	11	)	)	PUNCT
fumecheng-3039	33	12	are	be	AUX
fumecheng-3039	33	13	utilized	utilize	VERB
fumecheng-3039	33	14	as	as	ADP
fumecheng-3039	33	15	seals	seal	NOUN
fumecheng-3039	33	16	for	for	ADP
fumecheng-3039	33	17	carbon	carbon	NOUN
fumecheng-3039	33	18	capture	capture	NOUN
fumecheng-3039	33	19	and	and	CCONJ
fumecheng-3039	33	20	storage	storage	NOUN
fumecheng-3039	33	21	(	(	PUNCT
fumecheng-3039	33	22	ccs	ccs	PROPN
fumecheng-3039	33	23	)	)	PUNCT
fumecheng-3039	33	24	and	and	CCONJ
fumecheng-3039	33	25	nuclear	nuclear	ADJ
fumecheng-3039	33	26	waste	waste	NOUN
fumecheng-3039	33	27	storage	storage	NOUN
fumecheng-3039	33	28	because	because	SCONJ
fumecheng-3039	33	29	of	of	ADP
fumecheng-3039	33	30	their	their	PRON
fumecheng-3039	33	31	low	low	ADJ
fumecheng-3039	33	32	permeability	permeability	NOUN
fumecheng-3039	33	33	and	and	CCONJ
fumecheng-3039	33	34	resilience	resilience	NOUN
fumecheng-3039	33	35	to	to	ADP
fumecheng-3039	33	36	the	the	DET
fumecheng-3039	33	37	formation	formation	NOUN
fumecheng-3039	33	38	of	of	ADP
fumecheng-3039	33	39	fractures	fracture	NOUN
fumecheng-3039	33	40	[	[	X
fumecheng-3039	33	41	3	3	NUM
fumecheng-3039	33	42	]	]	PUNCT
fumecheng-3039	33	43	.	.	PUNCT
fumecheng-3039	34	1	2	2	X
fumecheng-3039	34	2	.	.	X
fumecheng-3039	34	3	materials	material	NOUN
fumecheng-3039	34	4	the	the	DET
fumecheng-3039	34	5	marcellus	marcellus	PROPN
fumecheng-3039	34	6	shale	shale	NOUN
fumecheng-3039	34	7	is	be	AUX
fumecheng-3039	34	8	found	find	VERB
fumecheng-3039	34	9	in	in	ADP
fumecheng-3039	34	10	the	the	DET
fumecheng-3039	34	11	appalachian	appalachian	ADJ
fumecheng-3039	34	12	basin	basin	NOUN
fumecheng-3039	34	13	of	of	ADP
fumecheng-3039	34	14	eastern	eastern	PROPN
fumecheng-3039	34	15	north	north	PROPN
fumecheng-3039	34	16	america	america	PROPN
fumecheng-3039	34	17	.	.	PUNCT
fumecheng-3039	35	1	like	like	ADP
fumecheng-3039	35	2	most	most	ADJ
fumecheng-3039	35	3	devonian	devonian	ADJ
fumecheng-3039	35	4	appalachian	appalachian	PROPN
fumecheng-3039	35	5	shales	shale	NOUN
fumecheng-3039	35	6	with	with	ADP
fumecheng-3039	35	7	more	more	ADJ
fumecheng-3039	35	8	than	than	ADP
fumecheng-3039	35	9	2	2	NUM
fumecheng-3039	35	10	%	%	NOUN
fumecheng-3039	35	11	(	(	PUNCT
fumecheng-3039	35	12	by	by	ADP
fumecheng-3039	35	13	volume	volume	NOUN
fumecheng-3039	35	14	)	)	PUNCT
fumecheng-3039	35	15	of	of	ADP
fumecheng-3039	35	16	organic	organic	ADJ
fumecheng-3039	35	17	materials	material	NOUN
fumecheng-3039	35	18	,	,	PUNCT
fumecheng-3039	35	19	it	it	PRON
fumecheng-3039	35	20	tends	tend	VERB
fumecheng-3039	35	21	to	to	PART
fumecheng-3039	35	22	be	be	AUX
fumecheng-3039	35	23	black	black	ADJ
fumecheng-3039	35	24	and	and	CCONJ
fumecheng-3039	35	25	classified	classify	VERB
fumecheng-3039	35	26	as	as	ADP
fumecheng-3039	35	27	shales	shale	NOUN
fumecheng-3039	35	28	/	/	SYM
fumecheng-3039	35	29	mudrocks	mudrock	NOUN
fumecheng-3039	35	30	.	.	PUNCT
fumecheng-3039	36	1	these	these	DET
fumecheng-3039	36	2	black	black	ADJ
fumecheng-3039	36	3	shales	shale	NOUN
fumecheng-3039	36	4	can	can	AUX
fumecheng-3039	36	5	contain	contain	VERB
fumecheng-3039	36	6	more	more	ADJ
fumecheng-3039	36	7	https://en.wikipedia.org/wiki/kaolinite	https://en.wikipedia.org/wiki/kaolinite	PROPN
fumecheng-3039	36	8	https://en.wikipedia.org/wiki/montmorillonite	https://en.wikipedia.org/wiki/montmorillonite	NOUN
fumecheng-3039	36	9	https://en.wikipedia.org/wiki/illite	https://en.wikipedia.org/wiki/illite	PROPN
fumecheng-3039	36	10	micro	micro	NOUN
fumecheng-3039	36	11	structure	structure	NOUN
fumecheng-3039	36	12	and	and	CCONJ
fumecheng-3039	36	13	micromechanics	micromechanic	NOUN
fumecheng-3039	36	14	of	of	ADP
fumecheng-3039	36	15	shale	shale	NOUN
fumecheng-3039	36	16	rocks	rock	NOUN
fumecheng-3039	36	17	:	:	PUNCT
fumecheng-3039	36	18	case	case	NOUN
fumecheng-3039	36	19	study	study	NOUN
fumecheng-3039	36	20	of	of	ADP
fumecheng-3039	36	21	marcellus	marcellus	PROPN
fumecheng-3039	36	22	shale	shale	NOUN
fumecheng-3039	36	23	333	333	NUM
fumecheng-3039	36	24	than	than	ADP
fumecheng-3039	36	25	20	20	NUM
fumecheng-3039	36	26	%	%	NOUN
fumecheng-3039	36	27	percent	percent	NOUN
fumecheng-3039	36	28	(	(	PUNCT
fumecheng-3039	36	29	by	by	ADP
fumecheng-3039	36	30	volume	volume	NOUN
fumecheng-3039	36	31	)	)	PUNCT
fumecheng-3039	36	32	of	of	ADP
fumecheng-3039	36	33	organic	organic	ADJ
fumecheng-3039	36	34	material	material	NOUN
fumecheng-3039	36	35	,	,	PUNCT
fumecheng-3039	36	36	with	with	ADP
fumecheng-3039	36	37	organic	organic	ADJ
fumecheng-3039	36	38	carbon	carbon	NOUN
fumecheng-3039	36	39	totaling	total	VERB
fumecheng-3039	36	40	up	up	ADP
fumecheng-3039	36	41	to	to	PART
fumecheng-3039	36	42	20	20	NUM
fumecheng-3039	36	43	weight	weight	NOUN
fumecheng-3039	36	44	percent	percent	NOUN
fumecheng-3039	36	45	of	of	ADP
fumecheng-3039	36	46	the	the	DET
fumecheng-3039	36	47	rock	rock	NOUN
fumecheng-3039	36	48	[	[	X
fumecheng-3039	36	49	4	4	NUM
fumecheng-3039	36	50	]	]	PUNCT
fumecheng-3039	36	51	.	.	PUNCT
fumecheng-3039	37	1	this	this	DET
fumecheng-3039	37	2	late	late	ADJ
fumecheng-3039	37	3	devonian	devonian	PROPN
fumecheng-3039	37	4	was	be	AUX
fumecheng-3039	37	5	formed	form	VERB
fumecheng-3039	37	6	in	in	ADP
fumecheng-3039	37	7	an	an	DET
fumecheng-3039	37	8	oxygen	oxygen	NOUN
fumecheng-3039	37	9	-	-	PUNCT
fumecheng-3039	37	10	poor	poor	ADJ
fumecheng-3039	37	11	marine	marine	ADJ
fumecheng-3039	37	12	condition	condition	NOUN
fumecheng-3039	37	13	that	that	PRON
fumecheng-3039	37	14	resulted	result	VERB
fumecheng-3039	37	15	in	in	ADP
fumecheng-3039	37	16	the	the	DET
fumecheng-3039	37	17	deposition	deposition	NOUN
fumecheng-3039	37	18	of	of	ADP
fumecheng-3039	37	19	a	a	DET
fumecheng-3039	37	20	dark	dark	ADJ
fumecheng-3039	37	21	mud	mud	NOUN
fumecheng-3039	37	22	and	and	CCONJ
fumecheng-3039	37	23	anoxic	anoxic	ADJ
fumecheng-3039	37	24	environment	environment	NOUN
fumecheng-3039	37	25	.	.	PUNCT
fumecheng-3039	38	1	it	it	PRON
fumecheng-3039	38	2	is	be	AUX
fumecheng-3039	38	3	part	part	NOUN
fumecheng-3039	38	4	of	of	ADP
fumecheng-3039	38	5	the	the	DET
fumecheng-3039	38	6	hamiliton	hamiliton	NOUN
fumecheng-3039	38	7	group	group	NOUN
fumecheng-3039	39	1	[	[	X
fumecheng-3039	39	2	5	5	NUM
fumecheng-3039	39	3	]	]	PUNCT
fumecheng-3039	39	4	.	.	PUNCT
fumecheng-3039	40	1	black	black	ADJ
fumecheng-3039	40	2	shales	shale	NOUN
fumecheng-3039	40	3	often	often	ADV
fumecheng-3039	40	4	are	be	AUX
fumecheng-3039	40	5	enriched	enrich	VERB
fumecheng-3039	40	6	with	with	ADP
fumecheng-3039	40	7	redox	redox	NOUN
fumecheng-3039	40	8	-	-	PUNCT
fumecheng-3039	40	9	sensitive	sensitive	ADJ
fumecheng-3039	40	10	metals	metal	NOUN
fumecheng-3039	40	11	and	and	CCONJ
fumecheng-3039	40	12	have	have	VERB
fumecheng-3039	40	13	varying	vary	VERB
fumecheng-3039	40	14	solubilities	solubility	NOUN
fumecheng-3039	40	15	under	under	ADP
fumecheng-3039	40	16	different	different	ADJ
fumecheng-3039	40	17	oxygen	oxygen	NOUN
fumecheng-3039	40	18	levels	level	NOUN
fumecheng-3039	40	19	–	–	PUNCT
fumecheng-3039	40	20	i.e.	i.e.	X
fumecheng-3039	40	21	some	some	PRON
fumecheng-3039	40	22	have	have	VERB
fumecheng-3039	40	23	higher	high	ADJ
fumecheng-3039	40	24	solubility	solubility	NOUN
fumecheng-3039	40	25	in	in	ADP
fumecheng-3039	40	26	high	high	ADJ
fumecheng-3039	40	27	oxygen	oxygen	NOUN
fumecheng-3039	40	28	environments	environment	NOUN
fumecheng-3039	40	29	than	than	ADP
fumecheng-3039	40	30	low	low	ADJ
fumecheng-3039	40	31	oxygen	oxygen	NOUN
fumecheng-3039	40	32	environments	environment	NOUN
fumecheng-3039	40	33	and	and	CCONJ
fumecheng-3039	40	34	vice	vice	NOUN
fumecheng-3039	40	35	versa	versa	ADV
fumecheng-3039	40	36	.	.	PUNCT
fumecheng-3039	41	1	it	it	PRON
fumecheng-3039	41	2	has	have	AUX
fumecheng-3039	41	3	been	be	AUX
fumecheng-3039	41	4	estimated	estimate	VERB
fumecheng-3039	41	5	that	that	SCONJ
fumecheng-3039	41	6	the	the	DET
fumecheng-3039	41	7	metal	metal	NOUN
fumecheng-3039	41	8	enrichment	enrichment	NOUN
fumecheng-3039	41	9	in	in	ADP
fumecheng-3039	41	10	the	the	DET
fumecheng-3039	41	11	marcellus	marcellus	PROPN
fumecheng-3039	41	12	shale	shale	NOUN
fumecheng-3039	41	13	was	be	AUX
fumecheng-3039	41	14	formed	form	VERB
fumecheng-3039	41	15	roughly	roughly	ADV
fumecheng-3039	41	16	400	400	NUM
fumecheng-3039	41	17	million	million	NUM
fumecheng-3039	41	18	years	year	NOUN
fumecheng-3039	41	19	ago	ago	ADV
fumecheng-3039	41	20	and	and	CCONJ
fumecheng-3039	41	21	this	this	DET
fumecheng-3039	41	22	created	create	VERB
fumecheng-3039	41	23	conditions	condition	NOUN
fumecheng-3039	41	24	of	of	ADP
fumecheng-3039	41	25	metal	metal	NOUN
fumecheng-3039	41	26	enrichment	enrichment	NOUN
fumecheng-3039	41	27	based	base	VERB
fumecheng-3039	41	28	on	on	ADP
fumecheng-3039	41	29	water	water	NOUN
fumecheng-3039	41	30	chemistry	chemistry	NOUN
fumecheng-3039	41	31	and	and	CCONJ
fumecheng-3039	41	32	oxygen	oxygen	NOUN
fumecheng-3039	41	33	level	level	NOUN
fumecheng-3039	41	34	[	[	X
fumecheng-3039	41	35	6	6	NUM
fumecheng-3039	41	36	]	]	PUNCT
fumecheng-3039	41	37	.	.	PUNCT
fumecheng-3039	42	1	the	the	DET
fumecheng-3039	42	2	marcellus	marcellus	PROPN
fumecheng-3039	42	3	shale	shale	NOUN
fumecheng-3039	42	4	is	be	AUX
fumecheng-3039	42	5	made	make	VERB
fumecheng-3039	42	6	of	of	ADP
fumecheng-3039	42	7	dark	dark	ADJ
fumecheng-3039	42	8	-	-	PUNCT
fumecheng-3039	42	9	gray	gray	ADJ
fumecheng-3039	42	10	to	to	PART
fumecheng-3039	42	11	black	black	ADJ
fumecheng-3039	42	12	,	,	PUNCT
fumecheng-3039	42	13	fissile	fissile	ADJ
fumecheng-3039	42	14	,	,	PUNCT
fumecheng-3039	42	15	pyritic	pyritic	ADJ
fumecheng-3039	42	16	shale	shale	NOUN
fumecheng-3039	42	17	.	.	PUNCT
fumecheng-3039	43	1	it	it	PRON
fumecheng-3039	43	2	is	be	AUX
fumecheng-3039	43	3	interbedded	interbedde	VERB
fumecheng-3039	43	4	with	with	ADP
fumecheng-3039	43	5	dark	dark	ADJ
fumecheng-3039	43	6	-	-	PUNCT
fumecheng-3039	43	7	gray	gray	ADJ
fumecheng-3039	43	8	argillaceous	argillaceous	ADJ
fumecheng-3039	43	9	limestone	limestone	NOUN
fumecheng-3039	43	10	or	or	CCONJ
fumecheng-3039	43	11	calcareous	calcareous	ADJ
fumecheng-3039	43	12	shale	shale	NOUN
fumecheng-3039	44	1	[	[	X
fumecheng-3039	44	2	7	7	NUM
fumecheng-3039	44	3	]	]	PUNCT
fumecheng-3039	44	4	.	.	PUNCT
fumecheng-3039	45	1	some	some	DET
fumecheng-3039	45	2	areas	area	NOUN
fumecheng-3039	45	3	also	also	ADV
fumecheng-3039	45	4	contain	contain	VERB
fumecheng-3039	45	5	a	a	DET
fumecheng-3039	45	6	fossiliferous	fossiliferous	ADJ
fumecheng-3039	45	7	layer	layer	NOUN
fumecheng-3039	45	8	of	of	ADP
fumecheng-3039	45	9	limestone	limestone	NOUN
fumecheng-3039	45	10	which	which	PRON
fumecheng-3039	45	11	is	be	AUX
fumecheng-3039	45	12	the	the	DET
fumecheng-3039	45	13	purcell	purcell	PROPN
fumecheng-3039	45	14	member	member	NOUN
fumecheng-3039	45	15	of	of	ADP
fumecheng-3039	45	16	the	the	DET
fumecheng-3039	45	17	marcellus	marcellus	ADJ
fumecheng-3039	45	18	shale	shale	NOUN
fumecheng-3039	46	1	[	[	X
fumecheng-3039	46	2	7	7	NUM
fumecheng-3039	46	3	]	]	PUNCT
fumecheng-3039	46	4	,	,	PUNCT
fumecheng-3039	46	5	and	and	CCONJ
fumecheng-3039	46	6	prominent	prominent	ADJ
fumecheng-3039	46	7	zones	zone	NOUN
fumecheng-3039	46	8	of	of	ADP
fumecheng-3039	46	9	calcareous	calcareous	ADJ
fumecheng-3039	46	10	concretions	concretion	NOUN
fumecheng-3039	46	11	ranging	range	VERB
fumecheng-3039	46	12	in	in	ADP
fumecheng-3039	46	13	diameter	diameter	NOUN
fumecheng-3039	46	14	from	from	ADP
fumecheng-3039	46	15	several	several	ADJ
fumecheng-3039	46	16	centimeters	centimeter	NOUN
fumecheng-3039	46	17	to	to	ADP
fumecheng-3039	46	18	more	more	ADJ
fumecheng-3039	46	19	than	than	ADP
fumecheng-3039	46	20	1	1	NUM
fumecheng-3039	46	21	m	m	NOUN
fumecheng-3039	46	22	(	(	PUNCT
fumecheng-3039	46	23	3.3	3.3	NUM
fumecheng-3039	46	24	ft	ft	NOUN
fumecheng-3039	46	25	)	)	PUNCT
fumecheng-3039	46	26	.	.	PUNCT
fumecheng-3039	47	1	the	the	DET
fumecheng-3039	47	2	clay	clay	NOUN
fumecheng-3039	47	3	minerals	mineral	NOUN
fumecheng-3039	47	4	in	in	ADP
fumecheng-3039	47	5	this	this	DET
fumecheng-3039	47	6	devonian	devonian	ADJ
fumecheng-3039	47	7	-	-	PUNCT
fumecheng-3039	47	8	aged	aged	ADJ
fumecheng-3039	47	9	shale	shale	NOUN
fumecheng-3039	47	10	from	from	ADP
fumecheng-3039	47	11	the	the	DET
fumecheng-3039	47	12	appalachian	appalachian	PROPN
fumecheng-3039	47	13	basin	basin	NOUN
fumecheng-3039	47	14	are	be	AUX
fumecheng-3039	47	15	illite	illite	NOUN
fumecheng-3039	47	16	,	,	PUNCT
fumecheng-3039	47	17	chlorite	chlorite	NOUN
fumecheng-3039	47	18	,	,	PUNCT
fumecheng-3039	47	19	kaolinite	kaolinite	NOUN
fumecheng-3039	47	20	,	,	PUNCT
fumecheng-3039	47	21	and	and	CCONJ
fumecheng-3039	47	22	two	two	NUM
fumecheng-3039	47	23	types	type	NOUN
fumecheng-3039	47	24	of	of	ADP
fumecheng-3039	47	25	mixed	mixed	ADJ
fumecheng-3039	47	26	-	-	PUNCT
fumecheng-3039	47	27	layer	layer	NOUN
fumecheng-3039	47	28	clay	clay	NOUN
fumecheng-3039	47	29	.	.	PUNCT
fumecheng-3039	48	1	mixed	mix	VERB
fumecheng-3039	48	2	-	-	PUNCT
fumecheng-3039	48	3	layer	layer	NOUN
fumecheng-3039	48	4	clay	clay	NOUN
fumecheng-3039	48	5	minerals	mineral	NOUN
fumecheng-3039	48	6	result	result	VERB
fumecheng-3039	48	7	from	from	ADP
fumecheng-3039	48	8	the	the	DET
fumecheng-3039	48	9	random	random	ADJ
fumecheng-3039	48	10	interlayering	interlayering	NOUN
fumecheng-3039	48	11	of	of	ADP
fumecheng-3039	48	12	two	two	NUM
fumecheng-3039	48	13	or	or	CCONJ
fumecheng-3039	48	14	more	more	ADJ
fumecheng-3039	48	15	clay	clay	NOUN
fumecheng-3039	48	16	minerals	mineral	NOUN
fumecheng-3039	48	17	,	,	PUNCT
fumecheng-3039	48	18	including	include	VERB
fumecheng-3039	48	19	random	random	ADJ
fumecheng-3039	48	20	interlayering	interlayering	NOUN
fumecheng-3039	48	21	of	of	ADP
fumecheng-3039	48	22	illite	illite	NOUN
fumecheng-3039	48	23	and	and	CCONJ
fumecheng-3039	48	24	an	an	DET
fumecheng-3039	48	25	expandable	expandable	ADJ
fumecheng-3039	48	26	mineral	mineral	NOUN
fumecheng-3039	48	27	such	such	ADJ
fumecheng-3039	48	28	as	as	ADP
fumecheng-3039	48	29	smectite	smectite	NOUN
fumecheng-3039	48	30	,	,	PUNCT
fumecheng-3039	48	31	(	(	PUNCT
fumecheng-3039	48	32	called	call	VERB
fumecheng-3039	48	33	illite	illite	NOUN
fumecheng-3039	48	34	-	-	PUNCT
fumecheng-3039	48	35	smectite	smectite	ADJ
fumecheng-3039	48	36	mixed	mixed	ADJ
fumecheng-3039	48	37	-	-	PUNCT
fumecheng-3039	48	38	layer	layer	NOUN
fumecheng-3039	48	39	clay	clay	NOUN
fumecheng-3039	48	40	)	)	PUNCT
fumecheng-3039	48	41	and	and	CCONJ
fumecheng-3039	48	42	a	a	DET
fumecheng-3039	48	43	random	random	ADJ
fumecheng-3039	48	44	mixture	mixture	NOUN
fumecheng-3039	48	45	of	of	ADP
fumecheng-3039	48	46	illite	illite	NOUN
fumecheng-3039	48	47	and	and	CCONJ
fumecheng-3039	48	48	either	either	CCONJ
fumecheng-3039	48	49	a	a	DET
fumecheng-3039	48	50	degraded	degraded	ADJ
fumecheng-3039	48	51	chlorite	chlorite	NOUN
fumecheng-3039	48	52	or	or	CCONJ
fumecheng-3039	48	53	a	a	DET
fumecheng-3039	48	54	vermiculite	vermiculite	NOUN
fumecheng-3039	48	55	[	[	X
fumecheng-3039	48	56	8	8	NUM
fumecheng-3039	48	57	]	]	PUNCT
fumecheng-3039	48	58	.	.	PUNCT
fumecheng-3039	49	1	the	the	DET
fumecheng-3039	49	2	marcellus	marcellus	PROPN
fumecheng-3039	49	3	formation	formation	NOUN
fumecheng-3039	49	4	has	have	VERB
fumecheng-3039	49	5	an	an	DET
fumecheng-3039	49	6	especially	especially	ADV
fumecheng-3039	49	7	interesting	interesting	ADJ
fumecheng-3039	49	8	shale	shale	NOUN
fumecheng-3039	49	9	rock	rock	NOUN
fumecheng-3039	49	10	because	because	SCONJ
fumecheng-3039	49	11	not	not	PART
fumecheng-3039	49	12	only	only	ADV
fumecheng-3039	49	13	it	it	PRON
fumecheng-3039	49	14	is	be	AUX
fumecheng-3039	49	15	considered	consider	VERB
fumecheng-3039	49	16	for	for	ADP
fumecheng-3039	49	17	carbon	carbon	NOUN
fumecheng-3039	49	18	capture	capture	NOUN
fumecheng-3039	49	19	and	and	CCONJ
fumecheng-3039	49	20	storage	storage	NOUN
fumecheng-3039	49	21	(	(	PUNCT
fumecheng-3039	49	22	ccs	ccs	PROPN
fumecheng-3039	49	23	)	)	PUNCT
fumecheng-3039	49	24	compatibility	compatibility	NOUN
fumecheng-3039	49	25	,	,	PUNCT
fumecheng-3039	49	26	but	but	CCONJ
fumecheng-3039	49	27	regarding	regard	VERB
fumecheng-3039	49	28	the	the	DET
fumecheng-3039	49	29	latest	late	ADJ
fumecheng-3039	49	30	advances	advance	NOUN
fumecheng-3039	49	31	in	in	ADP
fumecheng-3039	49	32	hydraulic	hydraulic	ADJ
fumecheng-3039	49	33	fracturing	fracturing	NOUN
fumecheng-3039	49	34	technology	technology	NOUN
fumecheng-3039	49	35	,	,	PUNCT
fumecheng-3039	49	36	it	it	PRON
fumecheng-3039	49	37	can	can	AUX
fumecheng-3039	49	38	be	be	AUX
fumecheng-3039	49	39	used	use	VERB
fumecheng-3039	49	40	in	in	ADP
fumecheng-3039	49	41	the	the	DET
fumecheng-3039	49	42	production	production	NOUN
fumecheng-3039	49	43	of	of	ADP
fumecheng-3039	49	44	natural	natural	ADJ
fumecheng-3039	49	45	gas	gas	NOUN
fumecheng-3039	49	46	.	.	PUNCT
fumecheng-3039	50	1	the	the	DET
fumecheng-3039	50	2	core	core	NOUN
fumecheng-3039	50	3	samples	sample	NOUN
fumecheng-3039	50	4	used	use	VERB
fumecheng-3039	50	5	in	in	ADP
fumecheng-3039	50	6	this	this	DET
fumecheng-3039	50	7	experiment	experiment	NOUN
fumecheng-3039	50	8	are	be	AUX
fumecheng-3039	50	9	from	from	ADP
fumecheng-3039	50	10	an	an	DET
fumecheng-3039	50	11	active	active	ADJ
fumecheng-3039	50	12	production	production	NOUN
fumecheng-3039	50	13	well	well	ADV
fumecheng-3039	50	14	in	in	ADP
fumecheng-3039	50	15	washington	washington	PROPN
fumecheng-3039	50	16	county	county	PROPN
fumecheng-3039	50	17	,	,	PUNCT
fumecheng-3039	50	18	pa	pa	PROPN
fumecheng-3039	50	19	,	,	PUNCT
fumecheng-3039	50	20	u.s	u.s	PROPN
fumecheng-3039	50	21	.	.	PROPN
fumecheng-3039	50	22	from	from	ADP
fumecheng-3039	50	23	depths	depth	NOUN
fumecheng-3039	50	24	of	of	ADP
fumecheng-3039	50	25	6,300	6,300	NUM
fumecheng-3039	50	26	-	-	SYM
fumecheng-3039	50	27	6,450	6,450	NUM
fumecheng-3039	50	28	ft	ft	NOUN
fumecheng-3039	50	29	as	as	SCONJ
fumecheng-3039	50	30	shown	show	VERB
fumecheng-3039	50	31	in	in	ADP
fumecheng-3039	50	32	fig	fig	NOUN
fumecheng-3039	50	33	.	.	PUNCT
fumecheng-3039	51	1	1	1	X
fumecheng-3039	51	2	.	.	X
fumecheng-3039	51	3	fig	fig	NOUN
fumecheng-3039	51	4	.	.	PUNCT
fumecheng-3039	52	1	1	1	NUM
fumecheng-3039	52	2	schematic	schematic	ADJ
fumecheng-3039	52	3	of	of	ADP
fumecheng-3039	52	4	the	the	DET
fumecheng-3039	52	5	well	well	INTJ
fumecheng-3039	52	6	profile	profile	NOUN
fumecheng-3039	52	7	and	and	CCONJ
fumecheng-3039	52	8	the	the	DET
fumecheng-3039	52	9	core	core	NOUN
fumecheng-3039	52	10	samples	sample	NOUN
fumecheng-3039	52	11	i	i	NOUN
fumecheng-3039	52	12	d	d	PROPN
fumecheng-3039	52	13	and	and	CCONJ
fumecheng-3039	52	14	their	their	PRON
fumecheng-3039	52	15	corresponding	corresponding	ADJ
fumecheng-3039	52	16	depths	depth	NOUN
fumecheng-3039	52	17	.	.	PUNCT
fumecheng-3039	53	1	the	the	DET
fumecheng-3039	53	2	bulk	bulk	ADJ
fumecheng-3039	53	3	size	size	NOUN
fumecheng-3039	53	4	of	of	ADP
fumecheng-3039	53	5	each	each	DET
fumecheng-3039	53	6	core	core	NOUN
fumecheng-3039	53	7	was	be	AUX
fumecheng-3039	53	8	about	about	ADV
fumecheng-3039	53	9	4	4	NUM
fumecheng-3039	53	10	inch	inch	NOUN
fumecheng-3039	53	11	in	in	ADP
fumecheng-3039	53	12	diameter	diameter	NOUN
fumecheng-3039	53	13	and	and	CCONJ
fumecheng-3039	53	14	1inch	1inch	NUM
fumecheng-3039	53	15	thick	thick	ADJ
fumecheng-3039	53	16	334	334	NUM
fumecheng-3039	53	17	h.	h.	NOUN
fumecheng-3039	53	18	du	du	PROPN
fumecheng-3039	53	19	,	,	PUNCT
fumecheng-3039	53	20	k.	k.	PROPN
fumecheng-3039	53	21	carpenter	carpenter	PROPN
fumecheng-3039	53	22	,	,	PUNCT
fumecheng-3039	53	23	d.	d.	PROPN
fumecheng-3039	53	24	hui	hui	PROPN
fumecheng-3039	53	25	,	,	PUNCT
fumecheng-3039	53	26	m.	m.	NOUN
fumecheng-3039	53	27	radonjic	radonjic	ADJ
fumecheng-3039	53	28	3	3	NUM
fumecheng-3039	53	29	.	.	PUNCT
fumecheng-3039	53	30	methodology	methodology	NOUN
fumecheng-3039	53	31	3.1	3.1	NUM
fumecheng-3039	53	32	.	.	PUNCT
fumecheng-3039	54	1	sample	sample	NOUN
fumecheng-3039	54	2	preparation	preparation	NOUN
fumecheng-3039	54	3	six	six	NUM
fumecheng-3039	54	4	marcellus	marcellus	PROPN
fumecheng-3039	54	5	shale	shale	NOUN
fumecheng-3039	54	6	samples	sample	NOUN
fumecheng-3039	54	7	are	be	AUX
fumecheng-3039	54	8	tested	test	VERB
fumecheng-3039	54	9	in	in	ADP
fumecheng-3039	54	10	this	this	DET
fumecheng-3039	54	11	study	study	NOUN
fumecheng-3039	54	12	including	include	VERB
fumecheng-3039	54	13	one	one	NUM
fumecheng-3039	54	14	outcrop	outcrop	NOUN
fumecheng-3039	54	15	and	and	CCONJ
fumecheng-3039	54	16	five	five	NUM
fumecheng-3039	54	17	core	core	NOUN
fumecheng-3039	54	18	samples	sample	NOUN
fumecheng-3039	54	19	from	from	ADP
fumecheng-3039	54	20	an	an	DET
fumecheng-3039	54	21	active	active	ADJ
fumecheng-3039	54	22	production	production	NOUN
fumecheng-3039	54	23	well	well	ADV
fumecheng-3039	54	24	.	.	PUNCT
fumecheng-3039	55	1	all	all	PRON
fumecheng-3039	55	2	of	of	ADP
fumecheng-3039	55	3	the	the	DET
fumecheng-3039	55	4	samples	sample	NOUN
fumecheng-3039	55	5	are	be	AUX
fumecheng-3039	55	6	cut	cut	VERB
fumecheng-3039	55	7	with	with	ADP
fumecheng-3039	55	8	a	a	DET
fumecheng-3039	55	9	diamond	diamond	NOUN
fumecheng-3039	55	10	saw	see	VERB
fumecheng-3039	55	11	into	into	ADP
fumecheng-3039	55	12	a	a	DET
fumecheng-3039	55	13	small	small	ADJ
fumecheng-3039	55	14	piece	piece	NOUN
fumecheng-3039	55	15	with	with	ADP
fumecheng-3039	55	16	approximately	approximately	ADV
fumecheng-3039	55	17	1	1	NUM
fumecheng-3039	55	18	x	x	SYM
fumecheng-3039	55	19	1	1	NUM
fumecheng-3039	55	20	inch	inch	NOUN
fumecheng-3039	55	21	in	in	ADP
fumecheng-3039	55	22	size	size	NOUN
fumecheng-3039	55	23	and	and	CCONJ
fumecheng-3039	55	24	the	the	DET
fumecheng-3039	55	25	thickness	thickness	NOUN
fumecheng-3039	55	26	around	around	ADV
fumecheng-3039	55	27	0.5	0.5	NUM
fumecheng-3039	55	28	inch	inch	NOUN
fumecheng-3039	55	29	.	.	PUNCT
fumecheng-3039	56	1	then	then	ADV
fumecheng-3039	56	2	specimen	speciman	NOUN
fumecheng-3039	56	3	was	be	AUX
fumecheng-3039	56	4	then	then	ADV
fumecheng-3039	56	5	grinded	grind	VERB
fumecheng-3039	56	6	,	,	PUNCT
fumecheng-3039	56	7	polished	polish	VERB
fumecheng-3039	56	8	down	down	ADV
fumecheng-3039	56	9	to	to	ADP
fumecheng-3039	56	10	1	1	NUM
fumecheng-3039	56	11	μm	μm	NUM
fumecheng-3039	56	12	and	and	CCONJ
fumecheng-3039	56	13	ultrasonic	ultrasonic	ADJ
fumecheng-3039	56	14	cleaned	clean	VERB
fumecheng-3039	56	15	.	.	PUNCT
fumecheng-3039	57	1	finally	finally	ADV
fumecheng-3039	57	2	,	,	PUNCT
fumecheng-3039	57	3	the	the	DET
fumecheng-3039	57	4	specimen	speciman	NOUN
fumecheng-3039	57	5	was	be	AUX
fumecheng-3039	57	6	oven	oven	AUX
fumecheng-3039	57	7	dried	dry	VERB
fumecheng-3039	57	8	for	for	ADP
fumecheng-3039	57	9	at	at	ADV
fumecheng-3039	57	10	least	least	ADV
fumecheng-3039	57	11	24	24	NUM
fumecheng-3039	57	12	hours	hour	NOUN
fumecheng-3039	57	13	to	to	PART
fumecheng-3039	57	14	avoid	avoid	VERB
fumecheng-3039	57	15	the	the	DET
fumecheng-3039	57	16	difference	difference	NOUN
fumecheng-3039	57	17	caused	cause	VERB
fumecheng-3039	57	18	by	by	ADP
fumecheng-3039	57	19	moisture	moisture	NOUN
fumecheng-3039	57	20	content	content	NOUN
fumecheng-3039	57	21	.	.	PUNCT
fumecheng-3039	58	1	3.2	3.2	NUM
fumecheng-3039	58	2	.	.	X
fumecheng-3039	58	3	micro	micro	PROPN
fumecheng-3039	58	4	and	and	CCONJ
fumecheng-3039	58	5	nanoindentation	nanoindentation	NOUN
fumecheng-3039	58	6	micro	micro	NOUN
fumecheng-3039	58	7	indentation	indentation	PROPN
fumecheng-3039	58	8	gives	give	VERB
fumecheng-3039	58	9	the	the	DET
fumecheng-3039	58	10	average	average	ADJ
fumecheng-3039	58	11	mechanical	mechanical	ADJ
fumecheng-3039	58	12	properties	property	NOUN
fumecheng-3039	58	13	over	over	ADP
fumecheng-3039	58	14	the	the	DET
fumecheng-3039	58	15	large	large	ADJ
fumecheng-3039	58	16	area	area	NOUN
fumecheng-3039	58	17	of	of	ADP
fumecheng-3039	58	18	different	different	ADJ
fumecheng-3039	58	19	grains	grain	NOUN
fumecheng-3039	58	20	while	while	SCONJ
fumecheng-3039	58	21	nano	nano	NOUN
fumecheng-3039	58	22	-	-	PUNCT
fumecheng-3039	58	23	indentation	indentation	NOUN
fumecheng-3039	58	24	could	could	AUX
fumecheng-3039	58	25	give	give	VERB
fumecheng-3039	58	26	the	the	DET
fumecheng-3039	58	27	localized	localize	VERB
fumecheng-3039	58	28	mechanical	mechanical	ADJ
fumecheng-3039	58	29	properties	property	NOUN
fumecheng-3039	58	30	of	of	ADP
fumecheng-3039	58	31	a	a	DET
fumecheng-3039	58	32	single	single	ADJ
fumecheng-3039	58	33	grain	grain	NOUN
fumecheng-3039	58	34	.	.	PUNCT
fumecheng-3039	59	1	for	for	ADP
fumecheng-3039	59	2	the	the	DET
fumecheng-3039	59	3	indentation	indentation	NOUN
fumecheng-3039	59	4	tests	test	NOUN
fumecheng-3039	59	5	,	,	PUNCT
fumecheng-3039	59	6	the	the	DET
fumecheng-3039	59	7	indenter	indenter	NOUN
fumecheng-3039	59	8	tip	tip	NOUN
fumecheng-3039	59	9	with	with	ADP
fumecheng-3039	59	10	a	a	DET
fumecheng-3039	59	11	known	know	VERB
fumecheng-3039	59	12	geometry	geometry	NOUN
fumecheng-3039	59	13	(	(	PUNCT
fumecheng-3039	59	14	vickers	vicker	NOUN
fumecheng-3039	59	15	diamond	diamond	PROPN
fumecheng-3039	59	16	)	)	PUNCT
fumecheng-3039	59	17	is	be	AUX
fumecheng-3039	59	18	driven	drive	VERB
fumecheng-3039	59	19	into	into	ADP
fumecheng-3039	59	20	a	a	DET
fumecheng-3039	59	21	specific	specific	ADJ
fumecheng-3039	59	22	site	site	NOUN
fumecheng-3039	59	23	of	of	ADP
fumecheng-3039	59	24	the	the	DET
fumecheng-3039	59	25	sample	sample	NOUN
fumecheng-3039	59	26	to	to	PART
fumecheng-3039	59	27	be	be	AUX
fumecheng-3039	59	28	tested	test	VERB
fumecheng-3039	59	29	,	,	PUNCT
fumecheng-3039	59	30	by	by	ADP
fumecheng-3039	59	31	applying	apply	VERB
fumecheng-3039	59	32	an	an	DET
fumecheng-3039	59	33	increasing	increase	VERB
fumecheng-3039	59	34	normal	normal	ADJ
fumecheng-3039	59	35	load	load	NOUN
fumecheng-3039	59	36	.	.	PUNCT
fumecheng-3039	60	1	after	after	ADP
fumecheng-3039	60	2	reaching	reach	VERB
fumecheng-3039	60	3	a	a	DET
fumecheng-3039	60	4	pre	pre	ADJ
fumecheng-3039	60	5	-	-	ADJ
fumecheng-3039	60	6	set	set	ADJ
fumecheng-3039	60	7	maximum	maximum	ADJ
fumecheng-3039	60	8	value	value	NOUN
fumecheng-3039	60	9	,	,	PUNCT
fumecheng-3039	60	10	the	the	DET
fumecheng-3039	60	11	normal	normal	ADJ
fumecheng-3039	60	12	load	load	NOUN
fumecheng-3039	60	13	was	be	AUX
fumecheng-3039	60	14	paused	pause	VERB
fumecheng-3039	60	15	for	for	ADP
fumecheng-3039	60	16	few	few	ADJ
fumecheng-3039	60	17	seconds	second	NOUN
fumecheng-3039	60	18	,	,	PUNCT
fumecheng-3039	60	19	then	then	ADV
fumecheng-3039	60	20	reduced	reduce	VERB
fumecheng-3039	60	21	until	until	SCONJ
fumecheng-3039	60	22	complete	complete	ADJ
fumecheng-3039	60	23	relaxation	relaxation	NOUN
fumecheng-3039	60	24	occurs	occur	VERB
fumecheng-3039	60	25	.	.	PUNCT
fumecheng-3039	61	1	during	during	ADP
fumecheng-3039	61	2	the	the	DET
fumecheng-3039	61	3	loading	loading	NOUN
fumecheng-3039	61	4	-	-	PUNCT
fumecheng-3039	61	5	unloading	unloading	NOUN
fumecheng-3039	61	6	process	process	NOUN
fumecheng-3039	61	7	,	,	PUNCT
fumecheng-3039	61	8	the	the	DET
fumecheng-3039	61	9	position	position	NOUN
fumecheng-3039	61	10	of	of	ADP
fumecheng-3039	61	11	the	the	DET
fumecheng-3039	61	12	indenter	indenter	NOUN
fumecheng-3039	61	13	relative	relative	ADJ
fumecheng-3039	61	14	to	to	ADP
fumecheng-3039	61	15	the	the	DET
fumecheng-3039	61	16	sample	sample	NOUN
fumecheng-3039	61	17	surface	surface	NOUN
fumecheng-3039	61	18	is	be	AUX
fumecheng-3039	61	19	precisely	precisely	ADV
fumecheng-3039	61	20	monitored	monitor	VERB
fumecheng-3039	61	21	with	with	ADP
fumecheng-3039	61	22	an	an	DET
fumecheng-3039	61	23	optical	optical	ADJ
fumecheng-3039	61	24	non	non	ADJ
fumecheng-3039	61	25	-	-	ADJ
fumecheng-3039	61	26	contact	contact	ADJ
fumecheng-3039	61	27	depth	depth	NOUN
fumecheng-3039	61	28	sensor	sensor	NOUN
fumecheng-3039	61	29	.	.	PUNCT
fumecheng-3039	62	1	for	for	ADP
fumecheng-3039	62	2	each	each	DET
fumecheng-3039	62	3	loading	loading	NOUN
fumecheng-3039	62	4	-	-	PUNCT
fumecheng-3039	62	5	unloading	unload	VERB
fumecheng-3039	62	6	cycle	cycle	NOUN
fumecheng-3039	62	7	,	,	PUNCT
fumecheng-3039	62	8	the	the	DET
fumecheng-3039	62	9	applied	apply	VERB
fumecheng-3039	62	10	load	load	NOUN
fumecheng-3039	62	11	value	value	NOUN
fumecheng-3039	62	12	versus	versus	ADP
fumecheng-3039	62	13	position	position	NOUN
fumecheng-3039	62	14	of	of	ADP
fumecheng-3039	62	15	the	the	DET
fumecheng-3039	62	16	indenter	indenter	NOUN
fumecheng-3039	62	17	was	be	AUX
fumecheng-3039	62	18	plotted	plot	VERB
fumecheng-3039	62	19	.	.	PUNCT
fumecheng-3039	63	1	hardness	hardness	ADJ
fumecheng-3039	63	2	and	and	CCONJ
fumecheng-3039	63	3	elastic	elastic	ADJ
fumecheng-3039	63	4	modulus	modulus	NOUN
fumecheng-3039	63	5	are	be	AUX
fumecheng-3039	63	6	determined	determine	VERB
fumecheng-3039	63	7	through	through	ADP
fumecheng-3039	63	8	load	load	NOUN
fumecheng-3039	63	9	-	-	PUNCT
fumecheng-3039	63	10	displacement	displacement	NOUN
fumecheng-3039	63	11	curve	curve	NOUN
fumecheng-3039	63	12	using	use	VERB
fumecheng-3039	63	13	oliver	oliver	PROPN
fumecheng-3039	63	14	&	&	CCONJ
fumecheng-3039	63	15	pharr	pharr	PROPN
fumecheng-3039	63	16	’s	’s	PART
fumecheng-3039	63	17	method	method	NOUN
fumecheng-3039	63	18	[	[	X
fumecheng-3039	63	19	9	9	NUM
fumecheng-3039	63	20	]	]	PUNCT
fumecheng-3039	63	21	.	.	PUNCT
fumecheng-3039	64	1	the	the	DET
fumecheng-3039	64	2	schematic	schematic	ADJ
fumecheng-3039	64	3	of	of	ADP
fumecheng-3039	64	4	indentation	indentation	NOUN
fumecheng-3039	64	5	apparatus	apparatus	NOUN
fumecheng-3039	64	6	is	be	AUX
fumecheng-3039	64	7	shown	show	VERB
fumecheng-3039	64	8	in	in	ADP
fumecheng-3039	64	9	fig	fig	NOUN
fumecheng-3039	64	10	.	.	PUNCT
fumecheng-3039	65	1	2	2	NUM
fumecheng-3039	66	1	and	and	CCONJ
fumecheng-3039	66	2	the	the	DET
fumecheng-3039	66	3	basic	basic	ADJ
fumecheng-3039	66	4	parameters	parameter	NOUN
fumecheng-3039	66	5	used	use	VERB
fumecheng-3039	66	6	are	be	AUX
fumecheng-3039	66	7	shown	show	VERB
fumecheng-3039	66	8	in	in	ADP
fumecheng-3039	66	9	table	table	NOUN
fumecheng-3039	66	10	1	1	NUM
fumecheng-3039	66	11	.	.	ADP
fumecheng-3039	66	12	3.3	3.3	NUM
fumecheng-3039	66	13	.	.	PUNCT
fumecheng-3039	67	1	scanning	scan	VERB
fumecheng-3039	67	2	electron	electron	NOUN
fumecheng-3039	67	3	microscopes	microscope	NOUN
fumecheng-3039	67	4	(	(	PUNCT
fumecheng-3039	67	5	sem	sem	NOUN
fumecheng-3039	67	6	)	)	PUNCT
fumecheng-3039	67	7	for	for	ADP
fumecheng-3039	67	8	sem	sem	PROPN
fumecheng-3039	67	9	imaging	imaging	NOUN
fumecheng-3039	67	10	,	,	PUNCT
fumecheng-3039	67	11	the	the	DET
fumecheng-3039	67	12	rock	rock	NOUN
fumecheng-3039	67	13	samples	sample	NOUN
fumecheng-3039	67	14	were	be	AUX
fumecheng-3039	67	15	first	first	ADV
fumecheng-3039	67	16	vacuumed	vacuum	VERB
fumecheng-3039	67	17	and	and	CCONJ
fumecheng-3039	67	18	then	then	ADV
fumecheng-3039	67	19	sputter	sputter	VERB
fumecheng-3039	67	20	coated	coated	ADJ
fumecheng-3039	67	21	with	with	ADP
fumecheng-3039	67	22	6	6	NUM
fumecheng-3039	67	23	nm	nm	ADV
fumecheng-3039	67	24	thick	thick	ADJ
fumecheng-3039	67	25	carbon	carbon	NOUN
fumecheng-3039	67	26	.	.	PUNCT
fumecheng-3039	68	1	the	the	DET
fumecheng-3039	68	2	microscope	microscope	NOUN
fumecheng-3039	68	3	used	use	VERB
fumecheng-3039	68	4	for	for	ADP
fumecheng-3039	68	5	obtaining	obtain	VERB
fumecheng-3039	68	6	the	the	DET
fumecheng-3039	68	7	sem	sem	NOUN
fumecheng-3039	68	8	images	image	NOUN
fumecheng-3039	68	9	was	be	AUX
fumecheng-3039	68	10	fei	fei	PROPN
fumecheng-3039	68	11	quanta	quanta	PROPN
fumecheng-3039	68	12	3d	3d	PROPN
fumecheng-3039	68	13	feg	feg	PROPN
fumecheng-3039	68	14	dual	dual	ADJ
fumecheng-3039	68	15	beam	beam	NOUN
fumecheng-3039	68	16	fib	fib	ADJ
fumecheng-3039	68	17	/	/	SYM
fumecheng-3039	68	18	sem	sem	NOUN
fumecheng-3039	68	19	system	system	NOUN
fumecheng-3039	68	20	at	at	ADP
fumecheng-3039	68	21	20	20	NUM
fumecheng-3039	68	22	kv	kv	PROPN
fumecheng-3039	68	23	.	.	PUNCT
fumecheng-3039	69	1	high	high	ADJ
fumecheng-3039	69	2	resolution	resolution	NOUN
fumecheng-3039	69	3	microscopy	microscopy	NOUN
fumecheng-3039	69	4	offered	offer	VERB
fumecheng-3039	69	5	an	an	DET
fumecheng-3039	69	6	insight	insight	NOUN
fumecheng-3039	69	7	into	into	ADP
fumecheng-3039	69	8	sample	sample	NOUN
fumecheng-3039	69	9	microstructure	microstructure	NOUN
fumecheng-3039	69	10	at	at	ADP
fumecheng-3039	69	11	micro	micro	NOUN
fumecheng-3039	69	12	to	to	ADP
fumecheng-3039	69	13	nanometer	nanometer	NOUN
fumecheng-3039	69	14	scale	scale	NOUN
fumecheng-3039	69	15	.	.	PUNCT
fumecheng-3039	70	1	fig	fig	NOUN
fumecheng-3039	70	2	.	.	PUNCT
fumecheng-3039	71	1	2	2	NUM
fumecheng-3039	71	2	left	leave	VERB
fumecheng-3039	71	3	:	:	PUNCT
fumecheng-3039	71	4	schematic	schematic	ADJ
fumecheng-3039	71	5	of	of	ADP
fumecheng-3039	71	6	indentation	indentation	NOUN
fumecheng-3039	71	7	apparatus	apparatus	NOUN
fumecheng-3039	71	8	;	;	PUNCT
fumecheng-3039	71	9	right	right	ADJ
fumecheng-3039	71	10	top	top	NOUN
fumecheng-3039	71	11	:	:	PUNCT
fumecheng-3039	71	12	single	single	ADJ
fumecheng-3039	71	13	micro	micro	PROPN
fumecheng-3039	71	14	indentation	indentation	NOUN
fumecheng-3039	71	15	mark	mark	NOUN
fumecheng-3039	71	16	,	,	PUNCT
fumecheng-3039	71	17	approximately	approximately	ADV
fumecheng-3039	71	18	250x250	250x250	NUM
fumecheng-3039	71	19	μm	μm	NOUN
fumecheng-3039	71	20	in	in	ADP
fumecheng-3039	71	21	area	area	NOUN
fumecheng-3039	71	22	and	and	CCONJ
fumecheng-3039	71	23	50	50	NUM
fumecheng-3039	71	24	μm	μm	NOUN
fumecheng-3039	71	25	in	in	ADP
fumecheng-3039	71	26	depth	depth	NOUN
fumecheng-3039	71	27	;	;	PUNCT
fumecheng-3039	71	28	right	right	ADJ
fumecheng-3039	71	29	bottom	bottom	NOUN
fumecheng-3039	71	30	:	:	PUNCT
fumecheng-3039	71	31	nano	nano	NOUN
fumecheng-3039	71	32	indentation	indentation	NOUN
fumecheng-3039	71	33	grid	grid	NOUN
fumecheng-3039	71	34	,	,	PUNCT
fumecheng-3039	71	35	each	each	DET
fumecheng-3039	71	36	point	point	NOUN
fumecheng-3039	71	37	is	be	AUX
fumecheng-3039	71	38	approximately	approximately	ADV
fumecheng-3039	71	39	4x4	4x4	NUM
fumecheng-3039	71	40	μm	μm	NOUN
fumecheng-3039	71	41	in	in	ADP
fumecheng-3039	71	42	area	area	NOUN
fumecheng-3039	71	43	and	and	CCONJ
fumecheng-3039	72	1	1	1	NUM
fumecheng-3039	72	2	to	to	PART
fumecheng-3039	72	3	4	4	NUM
fumecheng-3039	72	4	μm	μm	NOUN
fumecheng-3039	72	5	in	in	ADP
fumecheng-3039	72	6	depth	depth	NOUN
fumecheng-3039	72	7	and	and	CCONJ
fumecheng-3039	72	8	distance	distance	NOUN
fumecheng-3039	72	9	between	between	ADP
fumecheng-3039	72	10	two	two	NUM
fumecheng-3039	72	11	points	point	NOUN
fumecheng-3039	72	12	is	be	AUX
fumecheng-3039	72	13	20	20	NUM
fumecheng-3039	72	14	to	to	PART
fumecheng-3039	72	15	25	25	NUM
fumecheng-3039	72	16	μm	μm	NUM
fumecheng-3039	72	17	micro	micro	ADJ
fumecheng-3039	72	18	structure	structure	NOUN
fumecheng-3039	72	19	and	and	CCONJ
fumecheng-3039	72	20	micromechanics	micromechanic	NOUN
fumecheng-3039	72	21	of	of	ADP
fumecheng-3039	72	22	shale	shale	NOUN
fumecheng-3039	72	23	rocks	rock	NOUN
fumecheng-3039	72	24	:	:	PUNCT
fumecheng-3039	72	25	case	case	NOUN
fumecheng-3039	72	26	study	study	NOUN
fumecheng-3039	72	27	of	of	ADP
fumecheng-3039	72	28	marcellus	marcellus	PROPN
fumecheng-3039	72	29	shale	shale	NOUN
fumecheng-3039	72	30	335	335	NUM
fumecheng-3039	72	31	table	table	NOUN
fumecheng-3039	72	32	1	1	NUM
fumecheng-3039	72	33	setting	set	VERB
fumecheng-3039	72	34	conditions	condition	NOUN
fumecheng-3039	72	35	for	for	ADP
fumecheng-3039	72	36	micro	micro	ADJ
fumecheng-3039	72	37	and	and	CCONJ
fumecheng-3039	72	38	nano	nano	NOUN
fumecheng-3039	72	39	indentation	indentation	NOUN
fumecheng-3039	72	40	micro	micro	X
fumecheng-3039	72	41	nano	nano	PROPN
fumecheng-3039	72	42	maximum	maximum	ADJ
fumecheng-3039	72	43	force	force	NOUN
fumecheng-3039	72	44	10	10	NUM
fumecheng-3039	72	45	(	(	PUNCT
fumecheng-3039	72	46	n	n	CCONJ
fumecheng-3039	72	47	)	)	PUNCT
fumecheng-3039	72	48	50	50	NUM
fumecheng-3039	72	49	(	(	PUNCT
fumecheng-3039	72	50	mn	mn	NOUN
fumecheng-3039	72	51	)	)	PUNCT
fumecheng-3039	72	52	loading	loading	NOUN
fumecheng-3039	72	53	rate	rate	NOUN
fumecheng-3039	72	54	20	20	NUM
fumecheng-3039	72	55	(	(	PUNCT
fumecheng-3039	72	56	n	n	CCONJ
fumecheng-3039	72	57	/	/	SYM
fumecheng-3039	72	58	min	min	NOUN
fumecheng-3039	72	59	)	)	PUNCT
fumecheng-3039	72	60	100	100	NUM
fumecheng-3039	72	61	(	(	PUNCT
fumecheng-3039	72	62	mn	mn	PROPN
fumecheng-3039	72	63	/	/	SYM
fumecheng-3039	72	64	min	min	NOUN
fumecheng-3039	72	65	)	)	PUNCT
fumecheng-3039	72	66	unloading	unloading	NOUN
fumecheng-3039	72	67	rate	rate	NOUN
fumecheng-3039	72	68	20	20	NUM
fumecheng-3039	72	69	(	(	PUNCT
fumecheng-3039	72	70	n	n	CCONJ
fumecheng-3039	72	71	/	/	SYM
fumecheng-3039	72	72	min	min	NOUN
fumecheng-3039	72	73	)	)	PUNCT
fumecheng-3039	72	74	100	100	NUM
fumecheng-3039	72	75	(	(	PUNCT
fumecheng-3039	72	76	mn	mn	PROPN
fumecheng-3039	72	77	/	/	SYM
fumecheng-3039	72	78	min	min	NOUN
fumecheng-3039	72	79	)	)	PUNCT
fumecheng-3039	72	80	pause	pause	NOUN
fumecheng-3039	72	81	at	at	ADP
fumecheng-3039	72	82	maximum	maximum	ADJ
fumecheng-3039	72	83	load	load	NOUN
fumecheng-3039	72	84	(	(	PUNCT
fumecheng-3039	72	85	s	s	NOUN
fumecheng-3039	72	86	)	)	PUNCT
fumecheng-3039	72	87	30	30	NUM
fumecheng-3039	72	88	10	10	NUM
fumecheng-3039	72	89	contact	contact	NOUN
fumecheng-3039	72	90	load	load	NOUN
fumecheng-3039	72	91	(	(	PUNCT
fumecheng-3039	72	92	mn	mn	NOUN
fumecheng-3039	72	93	)	)	PUNCT
fumecheng-3039	72	94	15	15	NUM
fumecheng-3039	72	95	0.08	0.08	NUM
fumecheng-3039	72	96	poisson	poisson	NOUN
fumecheng-3039	72	97	's	's	PART
fumecheng-3039	72	98	ratio	ratio	NOUN
fumecheng-3039	72	99	*	*	NOUN
fumecheng-3039	72	100	0.2	0.2	NUM
fumecheng-3039	72	101	0.2	0.2	NUM
fumecheng-3039	72	102	indenter	indenter	NOUN
fumecheng-3039	72	103	type	type	NOUN
fumecheng-3039	72	104	vickers	vicker	NOUN
fumecheng-3039	72	105	vickers	vicker	NOUN
fumecheng-3039	72	106	*	*	PUNCT
fumecheng-3039	72	107	poisson	poisson	PROPN
fumecheng-3039	72	108	’s	’s	PART
fumecheng-3039	72	109	ratio	ratio	NOUN
fumecheng-3039	72	110	was	be	AUX
fumecheng-3039	72	111	assumed	assume	VERB
fumecheng-3039	72	112	to	to	PART
fumecheng-3039	72	113	be	be	AUX
fumecheng-3039	72	114	constant	constant	ADJ
fumecheng-3039	72	115	at	at	ADP
fumecheng-3039	72	116	0.2	0.2	NUM
fumecheng-3039	72	117	for	for	ADP
fumecheng-3039	72	118	simplification	simplification	NOUN
fumecheng-3039	72	119	4	4	NUM
fumecheng-3039	72	120	.	.	NOUN
fumecheng-3039	72	121	results	result	NOUN
fumecheng-3039	72	122	and	and	CCONJ
fumecheng-3039	72	123	discussion	discussion	NOUN
fumecheng-3039	72	124	4.1	4.1	NUM
fumecheng-3039	72	125	.	.	PUNCT
fumecheng-3039	73	1	microstructure	microstructure	NOUN
fumecheng-3039	73	2	of	of	ADP
fumecheng-3039	73	3	the	the	DET
fumecheng-3039	73	4	rock	rock	NOUN
fumecheng-3039	73	5	optical	optical	ADJ
fumecheng-3039	73	6	microscopy	microscopy	NOUN
fumecheng-3039	73	7	images	image	NOUN
fumecheng-3039	73	8	of	of	ADP
fumecheng-3039	73	9	the	the	DET
fumecheng-3039	73	10	outcrop	outcrop	ADJ
fumecheng-3039	73	11	sample	sample	NOUN
fumecheng-3039	73	12	showing	show	VERB
fumecheng-3039	73	13	a	a	DET
fumecheng-3039	73	14	minimum	minimum	ADJ
fumecheng-3039	73	15	fracture	fracture	NOUN
fumecheng-3039	73	16	of	of	ADP
fumecheng-3039	73	17	all	all	DET
fumecheng-3039	73	18	samples	sample	NOUN
fumecheng-3039	73	19	,	,	PUNCT
fumecheng-3039	73	20	as	as	ADP
fumecheng-3039	73	21	for	for	ADP
fumecheng-3039	73	22	the	the	DET
fumecheng-3039	73	23	deep	deep	ADJ
fumecheng-3039	73	24	cores	core	NOUN
fumecheng-3039	73	25	and	and	CCONJ
fumecheng-3039	73	26	the	the	DET
fumecheng-3039	73	27	amount	amount	NOUN
fumecheng-3039	73	28	of	of	ADP
fumecheng-3039	73	29	fractures	fracture	NOUN
fumecheng-3039	73	30	increased	increase	VERB
fumecheng-3039	73	31	as	as	SCONJ
fumecheng-3039	73	32	the	the	DET
fumecheng-3039	73	33	depths	depth	NOUN
fumecheng-3039	73	34	increase	increase	VERB
fumecheng-3039	73	35	.	.	PUNCT
fumecheng-3039	74	1	the	the	DET
fumecheng-3039	74	2	cores	core	NOUN
fumecheng-3039	74	3	samples	sample	NOUN
fumecheng-3039	74	4	are	be	AUX
fumecheng-3039	74	5	not	not	PART
fumecheng-3039	74	6	completely	completely	ADV
fumecheng-3039	74	7	representative	representative	ADJ
fumecheng-3039	74	8	of	of	ADP
fumecheng-3039	74	9	the	the	DET
fumecheng-3039	74	10	in	in	ADP
fumecheng-3039	74	11	-	-	PUNCT
fumecheng-3039	74	12	situ	situ	NOUN
fumecheng-3039	74	13	condition	condition	NOUN
fumecheng-3039	74	14	as	as	SCONJ
fumecheng-3039	74	15	they	they	PRON
fumecheng-3039	74	16	are	be	AUX
fumecheng-3039	74	17	taken	take	VERB
fumecheng-3039	74	18	into	into	ADP
fumecheng-3039	74	19	the	the	DET
fumecheng-3039	74	20	surface	surface	NOUN
fumecheng-3039	74	21	condition	condition	NOUN
fumecheng-3039	74	22	and	and	CCONJ
fumecheng-3039	74	23	oven	oven	VERB
fumecheng-3039	74	24	dried	dry	VERB
fumecheng-3039	74	25	,	,	PUNCT
fumecheng-3039	74	26	release	release	NOUN
fumecheng-3039	74	27	of	of	ADP
fumecheng-3039	74	28	the	the	DET
fumecheng-3039	74	29	overburden	overburden	ADJ
fumecheng-3039	74	30	pressure	pressure	NOUN
fumecheng-3039	74	31	amplified	amplify	VERB
fumecheng-3039	74	32	the	the	DET
fumecheng-3039	74	33	fractures	fracture	NOUN
fumecheng-3039	74	34	,	,	PUNCT
fumecheng-3039	74	35	shrinkage	shrinkage	NOUN
fumecheng-3039	74	36	of	of	ADP
fumecheng-3039	74	37	the	the	DET
fumecheng-3039	74	38	swelling	swell	VERB
fumecheng-3039	74	39	clays	clay	NOUN
fumecheng-3039	74	40	could	could	AUX
fumecheng-3039	74	41	also	also	ADV
fumecheng-3039	74	42	contribute	contribute	VERB
fumecheng-3039	74	43	to	to	ADP
fumecheng-3039	74	44	the	the	DET
fumecheng-3039	74	45	development	development	NOUN
fumecheng-3039	74	46	of	of	ADP
fumecheng-3039	74	47	fractures	fracture	NOUN
fumecheng-3039	74	48	,	,	PUNCT
fumecheng-3039	74	49	even	even	ADV
fumecheng-3039	74	50	so	so	ADV
fumecheng-3039	74	51	,	,	PUNCT
fumecheng-3039	74	52	these	these	DET
fumecheng-3039	74	53	pictures	picture	NOUN
fumecheng-3039	74	54	still	still	ADV
fumecheng-3039	74	55	indicated	indicate	VERB
fumecheng-3039	74	56	the	the	DET
fumecheng-3039	74	57	higher	high	ADJ
fumecheng-3039	74	58	stiffness	stiffness	NOUN
fumecheng-3039	74	59	at	at	ADP
fumecheng-3039	74	60	the	the	DET
fumecheng-3039	74	61	top	top	ADJ
fumecheng-3039	74	62	portion	portion	NOUN
fumecheng-3039	74	63	of	of	ADP
fumecheng-3039	74	64	the	the	DET
fumecheng-3039	74	65	formation	formation	NOUN
fumecheng-3039	74	66	than	than	ADP
fumecheng-3039	74	67	the	the	DET
fumecheng-3039	74	68	bottom	bottom	ADJ
fumecheng-3039	74	69	portion	portion	NOUN
fumecheng-3039	74	70	,	,	PUNCT
fumecheng-3039	74	71	as	as	SCONJ
fumecheng-3039	74	72	it	it	PRON
fumecheng-3039	74	73	maintains	maintain	VERB
fumecheng-3039	74	74	better	well	ADJ
fumecheng-3039	74	75	integrity	integrity	NOUN
fumecheng-3039	74	76	.	.	PUNCT
fumecheng-3039	75	1	optical	optical	ADJ
fumecheng-3039	75	2	images	image	NOUN
fumecheng-3039	75	3	were	be	AUX
fumecheng-3039	75	4	taken	take	VERB
fumecheng-3039	75	5	of	of	ADP
fumecheng-3039	75	6	the	the	DET
fumecheng-3039	75	7	samples	sample	NOUN
fumecheng-3039	75	8	before	before	SCONJ
fumecheng-3039	75	9	indentation	indentation	NOUN
fumecheng-3039	75	10	was	be	AUX
fumecheng-3039	75	11	performed	perform	VERB
fumecheng-3039	75	12	.	.	PUNCT
fumecheng-3039	76	1	these	these	DET
fumecheng-3039	76	2	images	image	NOUN
fumecheng-3039	76	3	are	be	AUX
fumecheng-3039	76	4	shown	show	VERB
fumecheng-3039	76	5	in	in	ADP
fumecheng-3039	76	6	fig	fig	NOUN
fumecheng-3039	76	7	.	.	PUNCT
fumecheng-3039	77	1	3	3	X
fumecheng-3039	77	2	.	.	X
fumecheng-3039	78	1	it	it	PRON
fumecheng-3039	78	2	is	be	AUX
fumecheng-3039	78	3	easy	easy	ADJ
fumecheng-3039	78	4	to	to	PART
fumecheng-3039	78	5	see	see	VERB
fumecheng-3039	78	6	differences	difference	NOUN
fumecheng-3039	78	7	in	in	ADP
fumecheng-3039	78	8	fracture	fracture	NOUN
fumecheng-3039	78	9	widths	width	NOUN
fumecheng-3039	78	10	and	and	CCONJ
fumecheng-3039	78	11	basic	basic	ADJ
fumecheng-3039	78	12	compositional	compositional	ADJ
fumecheng-3039	78	13	lamination	lamination	NOUN
fumecheng-3039	78	14	differences	difference	NOUN
fumecheng-3039	78	15	.	.	PUNCT
fumecheng-3039	79	1	the	the	DET
fumecheng-3039	79	2	sem	sem	ADJ
fumecheng-3039	79	3	analysis	analysis	NOUN
fumecheng-3039	79	4	of	of	ADP
fumecheng-3039	79	5	the	the	DET
fumecheng-3039	79	6	samples	sample	NOUN
fumecheng-3039	79	7	highlights	highlight	VERB
fumecheng-3039	79	8	major	major	ADJ
fumecheng-3039	79	9	differences	difference	NOUN
fumecheng-3039	79	10	in	in	ADP
fumecheng-3039	79	11	textures	texture	NOUN
fumecheng-3039	79	12	,	,	PUNCT
fumecheng-3039	79	13	composition	composition	NOUN
fumecheng-3039	79	14	,	,	PUNCT
fumecheng-3039	79	15	and	and	CCONJ
fumecheng-3039	79	16	fracture	fracture	NOUN
fumecheng-3039	79	17	sizes	size	NOUN
fumecheng-3039	79	18	.	.	PUNCT
fumecheng-3039	80	1	fig	fig	NOUN
fumecheng-3039	80	2	.	.	PUNCT
fumecheng-3039	81	1	4	4	NUM
fumecheng-3039	81	2	shows	show	VERB
fumecheng-3039	81	3	a	a	DET
fumecheng-3039	81	4	micrograph	micrograph	NOUN
fumecheng-3039	81	5	of	of	ADP
fumecheng-3039	81	6	the	the	DET
fumecheng-3039	81	7	outcrop	outcrop	NOUN
fumecheng-3039	81	8	and	and	CCONJ
fumecheng-3039	81	9	core	core	NOUN
fumecheng-3039	81	10	sample	sample	NOUN
fumecheng-3039	81	11	2	2	NUM
fumecheng-3039	81	12	at	at	ADP
fumecheng-3039	81	13	a	a	DET
fumecheng-3039	81	14	200μm	200μm	NOUN
fumecheng-3039	81	15	scale	scale	NOUN
fumecheng-3039	81	16	.	.	PUNCT
fumecheng-3039	82	1	fig	fig	NOUN
fumecheng-3039	82	2	.	.	PUNCT
fumecheng-3039	83	1	5	5	NUM
fumecheng-3039	83	2	shows	show	VERB
fumecheng-3039	83	3	a	a	DET
fumecheng-3039	83	4	comparison	comparison	NOUN
fumecheng-3039	83	5	of	of	ADP
fumecheng-3039	83	6	the	the	DET
fumecheng-3039	83	7	outcrop	outcrop	NOUN
fumecheng-3039	83	8	and	and	CCONJ
fumecheng-3039	83	9	core	core	NOUN
fumecheng-3039	83	10	sample	sample	NOUN
fumecheng-3039	83	11	7	7	NUM
fumecheng-3039	83	12	at	at	ADP
fumecheng-3039	83	13	100	100	NUM
fumecheng-3039	83	14	μm	μm	NUM
fumecheng-3039	83	15	.	.	PUNCT
fumecheng-3039	83	16	fig	fig	NOUN
fumecheng-3039	83	17	.	.	PUNCT
fumecheng-3039	84	1	3	3	NUM
fumecheng-3039	84	2	optical	optical	ADJ
fumecheng-3039	84	3	microscopy	microscopy	NOUN
fumecheng-3039	84	4	images	image	NOUN
fumecheng-3039	84	5	of	of	ADP
fumecheng-3039	84	6	samples	sample	NOUN
fumecheng-3039	84	7	cross	cross	ADJ
fumecheng-3039	84	8	-	-	NOUN
fumecheng-3039	84	9	sections	section	NOUN
fumecheng-3039	84	10	showing	show	VERB
fumecheng-3039	84	11	the	the	DET
fumecheng-3039	84	12	fractures	fracture	NOUN
fumecheng-3039	84	13	along	along	ADP
fumecheng-3039	84	14	the	the	DET
fumecheng-3039	84	15	bedding	bedding	NOUN
fumecheng-3039	84	16	.	.	PUNCT
fumecheng-3039	85	1	outcrop	outcrop	ADJ
fumecheng-3039	85	2	sample	sample	NOUN
fumecheng-3039	85	3	has	have	VERB
fumecheng-3039	85	4	minimum	minimum	NOUN
fumecheng-3039	85	5	amount	amount	NOUN
fumecheng-3039	85	6	of	of	ADP
fumecheng-3039	85	7	fractures	fracture	NOUN
fumecheng-3039	85	8	,	,	PUNCT
fumecheng-3039	85	9	as	as	SCONJ
fumecheng-3039	85	10	the	the	DET
fumecheng-3039	85	11	depths	depth	NOUN
fumecheng-3039	85	12	increase	increase	VERB
fumecheng-3039	85	13	both	both	DET
fumecheng-3039	85	14	the	the	DET
fumecheng-3039	85	15	number	number	NOUN
fumecheng-3039	85	16	and	and	CCONJ
fumecheng-3039	85	17	width	width	NOUN
fumecheng-3039	85	18	of	of	ADP
fumecheng-3039	85	19	fractures	fracture	NOUN
fumecheng-3039	85	20	increases	increase	VERB
fumecheng-3039	85	21	336	336	NUM
fumecheng-3039	85	22	h.	h.	PROPN
fumecheng-3039	85	23	du	du	PROPN
fumecheng-3039	85	24	,	,	PUNCT
fumecheng-3039	85	25	k.	k.	PROPN
fumecheng-3039	85	26	carpenter	carpenter	PROPN
fumecheng-3039	85	27	,	,	PUNCT
fumecheng-3039	85	28	d.	d.	PROPN
fumecheng-3039	85	29	hui	hui	PROPN
fumecheng-3039	85	30	,	,	PUNCT
fumecheng-3039	85	31	m.	m.	NOUN
fumecheng-3039	85	32	radonjic	radonjic	ADJ
fumecheng-3039	85	33	fig	fig	NOUN
fumecheng-3039	85	34	.	.	PUNCT
fumecheng-3039	86	1	4	4	NUM
fumecheng-3039	86	2	bse	bse	NOUN
fumecheng-3039	86	3	sem	sem	NOUN
fumecheng-3039	86	4	micrograph	micrograph	NOUN
fumecheng-3039	86	5	of	of	ADP
fumecheng-3039	86	6	outcrop	outcrop	NOUN
fumecheng-3039	86	7	and	and	CCONJ
fumecheng-3039	86	8	core	core	NOUN
fumecheng-3039	86	9	2	2	NUM
fumecheng-3039	86	10	(	(	PUNCT
fumecheng-3039	86	11	depth	depth	NOUN
fumecheng-3039	86	12	6334.1	6334.1	NUM
fumecheng-3039	86	13	-	-	SYM
fumecheng-3039	86	14	6334.5	6334.5	NUM
fumecheng-3039	86	15	ft	ft	NOUN
fumecheng-3039	86	16	)	)	PUNCT
fumecheng-3039	86	17	with	with	ADP
fumecheng-3039	86	18	200μm	200μm	PROPN
fumecheng-3039	86	19	scale	scale	NOUN
fumecheng-3039	86	20	;	;	PUNCT
fumecheng-3039	86	21	fracture	fracture	NOUN
fumecheng-3039	86	22	width	width	NOUN
fumecheng-3039	86	23	on	on	ADP
fumecheng-3039	86	24	the	the	DET
fumecheng-3039	86	25	outcrop	outcrop	NOUN
fumecheng-3039	86	26	is	be	AUX
fumecheng-3039	86	27	slightly	slightly	ADV
fumecheng-3039	86	28	smaller	small	ADJ
fumecheng-3039	86	29	than	than	ADP
fumecheng-3039	86	30	on	on	ADP
fumecheng-3039	86	31	the	the	DET
fumecheng-3039	86	32	core	core	NOUN
fumecheng-3039	86	33	sample	sample	NOUN
fumecheng-3039	86	34	2	2	NUM
fumecheng-3039	86	35	;	;	PUNCT
fumecheng-3039	86	36	outcrop	outcrop	ADJ
fumecheng-3039	86	37	fracture	fracture	NOUN
fumecheng-3039	86	38	width	width	NOUN
fumecheng-3039	86	39	averages	average	NOUN
fumecheng-3039	86	40	around	around	ADP
fumecheng-3039	86	41	7μm	7μm	NOUN
fumecheng-3039	86	42	,	,	PUNCT
fumecheng-3039	86	43	while	while	SCONJ
fumecheng-3039	86	44	sample	sample	NOUN
fumecheng-3039	86	45	2	2	NUM
fumecheng-3039	86	46	fracture	fracture	NOUN
fumecheng-3039	86	47	width	width	NOUN
fumecheng-3039	86	48	averages	average	NOUN
fumecheng-3039	86	49	around	around	ADP
fumecheng-3039	86	50	10μm	10μm	NUM
fumecheng-3039	86	51	fig	fig	NOUN
fumecheng-3039	86	52	.	.	PUNCT
fumecheng-3039	87	1	5	5	NUM
fumecheng-3039	87	2	bse	bse	NOUN
fumecheng-3039	87	3	sem	sem	NOUN
fumecheng-3039	87	4	micrograph	micrograph	NOUN
fumecheng-3039	87	5	of	of	ADP
fumecheng-3039	87	6	outcrop	outcrop	NOUN
fumecheng-3039	87	7	and	and	CCONJ
fumecheng-3039	87	8	core	core	NOUN
fumecheng-3039	87	9	7	7	NUM
fumecheng-3039	87	10	(	(	PUNCT
fumecheng-3039	87	11	depth	depth	NOUN
fumecheng-3039	87	12	of	of	ADP
fumecheng-3039	87	13	6419.25	6419.25	NUM
fumecheng-3039	87	14	-	-	PUNCT
fumecheng-3039	87	15	6419.55	6419.55	NUM
fumecheng-3039	87	16	ft	ft	NOUN
fumecheng-3039	87	17	)	)	PUNCT
fumecheng-3039	87	18	with	with	ADP
fumecheng-3039	87	19	100μm	100μm	ADJ
fumecheng-3039	87	20	scale	scale	NOUN
fumecheng-3039	87	21	;	;	PUNCT
fumecheng-3039	87	22	the	the	DET
fumecheng-3039	87	23	number	number	NOUN
fumecheng-3039	87	24	of	of	ADP
fumecheng-3039	87	25	fractures	fracture	NOUN
fumecheng-3039	87	26	on	on	ADP
fumecheng-3039	87	27	core	core	NOUN
fumecheng-3039	87	28	7	7	NUM
fumecheng-3039	87	29	is	be	AUX
fumecheng-3039	87	30	significantly	significantly	ADV
fumecheng-3039	87	31	higher	high	ADJ
fumecheng-3039	87	32	than	than	ADP
fumecheng-3039	87	33	the	the	DET
fumecheng-3039	87	34	outcrop	outcrop	NOUN
fumecheng-3039	87	35	,	,	PUNCT
fumecheng-3039	87	36	also	also	ADV
fumecheng-3039	87	37	the	the	DET
fumecheng-3039	87	38	average	average	ADJ
fumecheng-3039	87	39	fracture	fracture	NOUN
fumecheng-3039	87	40	width	width	NOUN
fumecheng-3039	87	41	is	be	AUX
fumecheng-3039	87	42	much	much	ADV
fumecheng-3039	87	43	larger	large	ADJ
fumecheng-3039	87	44	(	(	PUNCT
fumecheng-3039	87	45	15μm	15μm	ADJ
fumecheng-3039	87	46	compared	compare	VERB
fumecheng-3039	87	47	with	with	ADP
fumecheng-3039	87	48	7μm	7μm	NOUN
fumecheng-3039	87	49	)	)	PUNCT
fumecheng-3039	87	50	from	from	ADP
fumecheng-3039	87	51	the	the	DET
fumecheng-3039	87	52	sem	sem	NOUN
fumecheng-3039	87	53	micrographs	micrograph	NOUN
fumecheng-3039	87	54	,	,	PUNCT
fumecheng-3039	87	55	outcrop	outcrop	ADJ
fumecheng-3039	87	56	sample	sample	NOUN
fumecheng-3039	87	57	has	have	VERB
fumecheng-3039	87	58	a	a	DET
fumecheng-3039	87	59	lot	lot	NOUN
fumecheng-3039	87	60	more	more	ADJ
fumecheng-3039	87	61	iron	iron	NOUN
fumecheng-3039	87	62	sulfide	sulfide	NOUN
fumecheng-3039	87	63	pockets	pocket	NOUN
fumecheng-3039	87	64	than	than	ADP
fumecheng-3039	87	65	on	on	ADP
fumecheng-3039	87	66	both	both	PRON
fumecheng-3039	87	67	of	of	ADP
fumecheng-3039	87	68	the	the	DET
fumecheng-3039	87	69	core	core	NOUN
fumecheng-3039	87	70	samples	sample	NOUN
fumecheng-3039	87	71	,	,	PUNCT
fumecheng-3039	87	72	and	and	CCONJ
fumecheng-3039	87	73	the	the	DET
fumecheng-3039	87	74	average	average	ADJ
fumecheng-3039	87	75	fracture	fracture	NOUN
fumecheng-3039	87	76	width	width	NOUN
fumecheng-3039	87	77	increases	increase	NOUN
fumecheng-3039	87	78	as	as	ADP
fumecheng-3039	87	79	the	the	DET
fumecheng-3039	87	80	depth	depth	NOUN
fumecheng-3039	87	81	increases	increase	NOUN
fumecheng-3039	87	82	.	.	PUNCT
fumecheng-3039	88	1	the	the	DET
fumecheng-3039	88	2	larger	large	ADJ
fumecheng-3039	88	3	fractures	fracture	NOUN
fumecheng-3039	88	4	in	in	ADP
fumecheng-3039	88	5	the	the	DET
fumecheng-3039	88	6	deeper	deep	ADJ
fumecheng-3039	88	7	samples	sample	NOUN
fumecheng-3039	88	8	indicate	indicate	VERB
fumecheng-3039	88	9	that	that	SCONJ
fumecheng-3039	88	10	they	they	PRON
fumecheng-3039	88	11	most	most	ADV
fumecheng-3039	88	12	likely	likely	ADV
fumecheng-3039	88	13	have	have	VERB
fumecheng-3039	88	14	lower	low	ADJ
fumecheng-3039	88	15	mechanical	mechanical	ADJ
fumecheng-3039	88	16	properties	property	NOUN
fumecheng-3039	88	17	as	as	ADP
fumecheng-3039	88	18	the	the	DET
fumecheng-3039	88	19	depth	depth	NOUN
fumecheng-3039	88	20	increases	increase	NOUN
fumecheng-3039	88	21	,	,	PUNCT
fumecheng-3039	88	22	which	which	PRON
fumecheng-3039	88	23	is	be	AUX
fumecheng-3039	88	24	also	also	ADV
fumecheng-3039	88	25	verified	verify	VERB
fumecheng-3039	88	26	in	in	ADP
fumecheng-3039	88	27	the	the	DET
fumecheng-3039	88	28	following	follow	VERB
fumecheng-3039	88	29	experiment	experiment	NOUN
fumecheng-3039	88	30	.	.	PUNCT
fumecheng-3039	89	1	4.2	4.2	NUM
fumecheng-3039	89	2	.	.	PUNCT
fumecheng-3039	89	3	micro	micro	NOUN
fumecheng-3039	89	4	indentation	indentation	NOUN
fumecheng-3039	89	5	results	result	NOUN
fumecheng-3039	89	6	from	from	ADP
fumecheng-3039	89	7	micro	micro	ADJ
fumecheng-3039	89	8	indentation	indentation	NOUN
fumecheng-3039	89	9	(	(	PUNCT
fumecheng-3039	89	10	fig	fig	NOUN
fumecheng-3039	89	11	.	.	NOUN
fumecheng-3039	90	1	6	6	NUM
fumecheng-3039	90	2	)	)	PUNCT
fumecheng-3039	90	3	showed	show	VERB
fumecheng-3039	90	4	the	the	DET
fumecheng-3039	90	5	outcrop	outcrop	NOUN
fumecheng-3039	90	6	has	have	VERB
fumecheng-3039	90	7	overall	overall	ADJ
fumecheng-3039	90	8	higher	high	ADJ
fumecheng-3039	90	9	mechanical	mechanical	ADJ
fumecheng-3039	90	10	properties	property	NOUN
fumecheng-3039	90	11	,	,	PUNCT
fumecheng-3039	90	12	while	while	SCONJ
fumecheng-3039	90	13	within	within	ADP
fumecheng-3039	90	14	the	the	DET
fumecheng-3039	90	15	same	same	ADJ
fumecheng-3039	90	16	formation	formation	NOUN
fumecheng-3039	90	17	,	,	PUNCT
fumecheng-3039	90	18	the	the	DET
fumecheng-3039	90	19	mechanical	mechanical	ADJ
fumecheng-3039	90	20	properties	property	NOUN
fumecheng-3039	90	21	have	have	VERB
fumecheng-3039	90	22	a	a	DET
fumecheng-3039	90	23	decreasing	decrease	VERB
fumecheng-3039	90	24	trend	trend	NOUN
fumecheng-3039	90	25	as	as	SCONJ
fumecheng-3039	90	26	the	the	DET
fumecheng-3039	90	27	depth	depth	NOUN
fumecheng-3039	90	28	increased	increase	VERB
fumecheng-3039	90	29	.	.	PUNCT
fumecheng-3039	91	1	the	the	DET
fumecheng-3039	91	2	significant	significant	ADJ
fumecheng-3039	91	3	difference	difference	NOUN
fumecheng-3039	91	4	in	in	ADP
fumecheng-3039	91	5	mechanical	mechanical	ADJ
fumecheng-3039	91	6	properties	property	NOUN
fumecheng-3039	91	7	between	between	ADP
fumecheng-3039	91	8	top	top	ADJ
fumecheng-3039	91	9	and	and	CCONJ
fumecheng-3039	91	10	bottom	bottom	ADJ
fumecheng-3039	91	11	portions	portion	NOUN
fumecheng-3039	91	12	of	of	ADP
fumecheng-3039	91	13	the	the	DET
fumecheng-3039	91	14	formation	formation	NOUN
fumecheng-3039	91	15	can	can	AUX
fumecheng-3039	91	16	result	result	VERB
fumecheng-3039	91	17	in	in	ADP
fumecheng-3039	91	18	different	different	ADJ
fumecheng-3039	91	19	fracture	fracture	NOUN
fumecheng-3039	91	20	responses	response	NOUN
fumecheng-3039	91	21	because	because	SCONJ
fumecheng-3039	91	22	mechanical	mechanical	ADJ
fumecheng-3039	91	23	properties	property	NOUN
fumecheng-3039	91	24	of	of	ADP
fumecheng-3039	91	25	the	the	DET
fumecheng-3039	91	26	rock	rock	NOUN
fumecheng-3039	91	27	are	be	AUX
fumecheng-3039	91	28	the	the	DET
fumecheng-3039	91	29	key	key	ADJ
fumecheng-3039	91	30	factor	factor	NOUN
fumecheng-3039	91	31	for	for	ADP
fumecheng-3039	91	32	determining	determine	VERB
fumecheng-3039	91	33	the	the	DET
fumecheng-3039	91	34	likelihood	likelihood	NOUN
fumecheng-3039	91	35	of	of	ADP
fumecheng-3039	91	36	fractures	fracture	NOUN
fumecheng-3039	91	37	initiating	initiate	VERB
fumecheng-3039	91	38	and	and	CCONJ
fumecheng-3039	91	39	propagating	propagate	VERB
fumecheng-3039	91	40	.	.	PUNCT
fumecheng-3039	92	1	micro	micro	ADJ
fumecheng-3039	92	2	structure	structure	NOUN
fumecheng-3039	92	3	and	and	CCONJ
fumecheng-3039	92	4	micromechanics	micromechanic	NOUN
fumecheng-3039	92	5	of	of	ADP
fumecheng-3039	92	6	shale	shale	NOUN
fumecheng-3039	92	7	rocks	rock	NOUN
fumecheng-3039	92	8	:	:	PUNCT
fumecheng-3039	92	9	case	case	NOUN
fumecheng-3039	92	10	study	study	NOUN
fumecheng-3039	92	11	of	of	ADP
fumecheng-3039	92	12	marcellus	marcellus	PROPN
fumecheng-3039	92	13	shale	shale	NOUN
fumecheng-3039	92	14	337	337	NUM
fumecheng-3039	92	15	based	base	VERB
fumecheng-3039	92	16	on	on	ADP
fumecheng-3039	92	17	the	the	DET
fumecheng-3039	92	18	results	result	NOUN
fumecheng-3039	92	19	,	,	PUNCT
fumecheng-3039	92	20	the	the	DET
fumecheng-3039	92	21	bottom	bottom	ADJ
fumecheng-3039	92	22	portions	portion	NOUN
fumecheng-3039	92	23	of	of	ADP
fumecheng-3039	92	24	the	the	DET
fumecheng-3039	92	25	formation	formation	NOUN
fumecheng-3039	92	26	are	be	AUX
fumecheng-3039	92	27	more	more	ADV
fumecheng-3039	92	28	likely	likely	ADJ
fumecheng-3039	92	29	to	to	PART
fumecheng-3039	92	30	start	start	VERB
fumecheng-3039	92	31	fractures	fracture	NOUN
fumecheng-3039	92	32	as	as	SCONJ
fumecheng-3039	92	33	they	they	PRON
fumecheng-3039	92	34	are	be	AUX
fumecheng-3039	92	35	less	less	ADV
fumecheng-3039	92	36	mechanically	mechanically	ADV
fumecheng-3039	92	37	stable	stable	ADJ
fumecheng-3039	92	38	,	,	PUNCT
fumecheng-3039	92	39	but	but	CCONJ
fumecheng-3039	92	40	with	with	ADP
fumecheng-3039	92	41	softer	soft	ADJ
fumecheng-3039	92	42	grains	grain	NOUN
fumecheng-3039	92	43	,	,	PUNCT
fumecheng-3039	92	44	the	the	DET
fumecheng-3039	92	45	fractures	fracture	NOUN
fumecheng-3039	92	46	are	be	AUX
fumecheng-3039	92	47	likely	likely	ADJ
fumecheng-3039	92	48	to	to	PART
fumecheng-3039	92	49	heal	heal	VERB
fumecheng-3039	92	50	faster	fast	ADV
fumecheng-3039	92	51	at	at	ADP
fumecheng-3039	92	52	subsurface	subsurface	NOUN
fumecheng-3039	92	53	condition	condition	NOUN
fumecheng-3039	92	54	.	.	PUNCT
fumecheng-3039	93	1	for	for	ADP
fumecheng-3039	93	2	the	the	DET
fumecheng-3039	93	3	top	top	ADJ
fumecheng-3039	93	4	portion	portion	NOUN
fumecheng-3039	93	5	,	,	PUNCT
fumecheng-3039	93	6	higher	high	ADJ
fumecheng-3039	93	7	stress	stress	NOUN
fumecheng-3039	93	8	is	be	AUX
fumecheng-3039	93	9	required	require	VERB
fumecheng-3039	93	10	for	for	ADP
fumecheng-3039	93	11	fracture	fracture	NOUN
fumecheng-3039	93	12	initiation	initiation	NOUN
fumecheng-3039	93	13	,	,	PUNCT
fumecheng-3039	93	14	once	once	ADV
fumecheng-3039	93	15	fractured	fractured	ADJ
fumecheng-3039	93	16	,	,	PUNCT
fumecheng-3039	93	17	and	and	CCONJ
fumecheng-3039	93	18	grains	grain	NOUN
fumecheng-3039	93	19	with	with	ADP
fumecheng-3039	93	20	higher	high	ADJ
fumecheng-3039	93	21	hardness	hardness	NOUN
fumecheng-3039	93	22	behave	behave	VERB
fumecheng-3039	93	23	more	more	ADV
fumecheng-3039	93	24	rigid	rigid	ADJ
fumecheng-3039	93	25	which	which	PRON
fumecheng-3039	93	26	will	will	AUX
fumecheng-3039	93	27	help	help	VERB
fumecheng-3039	93	28	to	to	PART
fumecheng-3039	93	29	support	support	VERB
fumecheng-3039	93	30	the	the	DET
fumecheng-3039	93	31	open	open	ADJ
fumecheng-3039	93	32	fractures	fracture	NOUN
fumecheng-3039	93	33	.	.	PUNCT
fumecheng-3039	94	1	fig	fig	NOUN
fumecheng-3039	94	2	.	.	PUNCT
fumecheng-3039	95	1	6	6	NUM
fumecheng-3039	95	2	mechanical	mechanical	ADJ
fumecheng-3039	95	3	properties	property	NOUN
fumecheng-3039	95	4	of	of	ADP
fumecheng-3039	95	5	marcellus	marcellus	ADJ
fumecheng-3039	95	6	shale	shale	NOUN
fumecheng-3039	95	7	outcrop	outcrop	NOUN
fumecheng-3039	95	8	and	and	CCONJ
fumecheng-3039	95	9	cores	core	NOUN
fumecheng-3039	95	10	measured	measure	VERB
fumecheng-3039	95	11	by	by	ADP
fumecheng-3039	95	12	micro	micro	NOUN
fumecheng-3039	95	13	-	-	NOUN
fumecheng-3039	95	14	indentation	indentation	NOUN
fumecheng-3039	95	15	and	and	CCONJ
fumecheng-3039	95	16	their	their	PRON
fumecheng-3039	95	17	corresponding	corresponding	ADJ
fumecheng-3039	95	18	depths	depth	NOUN
fumecheng-3039	95	19	4.3	4.3	NUM
fumecheng-3039	95	20	.	.	PUNCT
fumecheng-3039	96	1	nano	nano	NOUN
fumecheng-3039	96	2	indentation	indentation	NOUN
fumecheng-3039	96	3	nano	nano	NOUN
fumecheng-3039	96	4	indentations	indentation	NOUN
fumecheng-3039	96	5	were	be	AUX
fumecheng-3039	96	6	done	do	VERB
fumecheng-3039	96	7	on	on	ADP
fumecheng-3039	96	8	both	both	CCONJ
fumecheng-3039	96	9	outcrop	outcrop	NOUN
fumecheng-3039	96	10	and	and	CCONJ
fumecheng-3039	96	11	core3	core3	PROPN
fumecheng-3039	96	12	,	,	PUNCT
fumecheng-3039	96	13	and	and	CCONJ
fumecheng-3039	96	14	the	the	DET
fumecheng-3039	96	15	results	result	NOUN
fumecheng-3039	96	16	are	be	AUX
fumecheng-3039	96	17	plotted	plot	VERB
fumecheng-3039	96	18	in	in	ADP
fumecheng-3039	96	19	fig	fig	NOUN
fumecheng-3039	96	20	.	.	PUNCT
fumecheng-3039	97	1	7	7	X
fumecheng-3039	97	2	.	.	X
fumecheng-3039	97	3	the	the	DET
fumecheng-3039	97	4	yellow	yellow	ADJ
fumecheng-3039	97	5	spots	spot	NOUN
fumecheng-3039	97	6	represent	represent	VERB
fumecheng-3039	97	7	grains	grain	NOUN
fumecheng-3039	97	8	with	with	ADP
fumecheng-3039	97	9	higher	high	ADJ
fumecheng-3039	97	10	mechanical	mechanical	ADJ
fumecheng-3039	97	11	properties	property	NOUN
fumecheng-3039	97	12	,	,	PUNCT
fumecheng-3039	97	13	which	which	PRON
fumecheng-3039	97	14	clearly	clearly	ADV
fumecheng-3039	97	15	showed	show	VERB
fumecheng-3039	97	16	more	more	ADJ
fumecheng-3039	97	17	in	in	ADP
fumecheng-3039	97	18	outcrops	outcrop	NOUN
fumecheng-3039	97	19	hardness	hardness	NOUN
fumecheng-3039	97	20	map	map	NOUN
fumecheng-3039	97	21	.	.	PUNCT
fumecheng-3039	98	1	these	these	DET
fumecheng-3039	98	2	rigid	rigid	ADJ
fumecheng-3039	98	3	grains	grain	NOUN
fumecheng-3039	98	4	were	be	AUX
fumecheng-3039	98	5	evenly	evenly	ADV
fumecheng-3039	98	6	distributed	distribute	VERB
fumecheng-3039	98	7	which	which	PRON
fumecheng-3039	98	8	ends	end	VERB
fumecheng-3039	98	9	up	up	ADP
fumecheng-3039	98	10	an	an	DET
fumecheng-3039	98	11	overall	overall	ADJ
fumecheng-3039	98	12	higher	high	ADJ
fumecheng-3039	98	13	bulk	bulk	ADJ
fumecheng-3039	98	14	hardness	hardness	NOUN
fumecheng-3039	98	15	as	as	SCONJ
fumecheng-3039	98	16	shown	show	VERB
fumecheng-3039	98	17	in	in	ADP
fumecheng-3039	98	18	the	the	DET
fumecheng-3039	98	19	result	result	NOUN
fumecheng-3039	98	20	from	from	ADP
fumecheng-3039	98	21	micro	micro	ADJ
fumecheng-3039	98	22	indentation	indentation	NOUN
fumecheng-3039	98	23	(	(	PUNCT
fumecheng-3039	98	24	fig	fig	NOUN
fumecheng-3039	98	25	.	.	PUNCT
fumecheng-3039	99	1	6	6	NUM
fumecheng-3039	99	2	)	)	PUNCT
fumecheng-3039	99	3	.	.	PUNCT
fumecheng-3039	100	1	the	the	DET
fumecheng-3039	100	2	young	young	PROPN
fumecheng-3039	100	3	’s	’s	PART
fumecheng-3039	100	4	modulus	modulus	ADJ
fumecheng-3039	100	5	maps	map	NOUN
fumecheng-3039	100	6	are	be	AUX
fumecheng-3039	100	7	relatively	relatively	ADV
fumecheng-3039	100	8	close	close	ADJ
fumecheng-3039	100	9	comparing	comparing	NOUN
fumecheng-3039	100	10	with	with	ADP
fumecheng-3039	100	11	the	the	DET
fumecheng-3039	100	12	hardness	hardness	NOUN
fumecheng-3039	100	13	maps	map	NOUN
fumecheng-3039	100	14	because	because	SCONJ
fumecheng-3039	100	15	the	the	DET
fumecheng-3039	100	16	calculation	calculation	NOUN
fumecheng-3039	100	17	of	of	ADP
fumecheng-3039	100	18	hardness	hardness	NOUN
fumecheng-3039	100	19	is	be	AUX
fumecheng-3039	100	20	based	base	VERB
fumecheng-3039	100	21	on	on	ADP
fumecheng-3039	100	22	plastic	plastic	ADJ
fumecheng-3039	100	23	deformation	deformation	NOUN
fumecheng-3039	100	24	of	of	ADP
fumecheng-3039	100	25	single	single	ADJ
fumecheng-3039	100	26	grain	grain	NOUN
fumecheng-3039	100	27	,	,	PUNCT
fumecheng-3039	100	28	while	while	SCONJ
fumecheng-3039	100	29	the	the	DET
fumecheng-3039	100	30	young	young	ADJ
fumecheng-3039	100	31	’s	’s	PART
fumecheng-3039	100	32	modulus	modulus	NOUN
fumecheng-3039	100	33	is	be	AUX
fumecheng-3039	100	34	always	always	ADV
fumecheng-3039	100	35	a	a	DET
fumecheng-3039	100	36	composite	composite	ADJ
fumecheng-3039	100	37	response	response	NOUN
fumecheng-3039	100	38	from	from	ADP
fumecheng-3039	100	39	all	all	DET
fumecheng-3039	100	40	surrounding	surround	VERB
fumecheng-3039	100	41	phases	phase	NOUN
fumecheng-3039	100	42	.	.	PUNCT
fumecheng-3039	101	1	from	from	ADP
fumecheng-3039	101	2	the	the	DET
fumecheng-3039	101	3	e	e	NOUN
fumecheng-3039	101	4	distribution	distribution	NOUN
fumecheng-3039	101	5	maps	map	NOUN
fumecheng-3039	101	6	shown	show	VERB
fumecheng-3039	101	7	in	in	ADP
fumecheng-3039	101	8	fig	fig	NOUN
fumecheng-3039	101	9	.	.	PUNCT
fumecheng-3039	102	1	8	8	NUM
fumecheng-3039	102	2	,	,	PUNCT
fumecheng-3039	102	3	both	both	DET
fumecheng-3039	102	4	samples	sample	NOUN
fumecheng-3039	102	5	have	have	VERB
fumecheng-3039	102	6	a	a	DET
fumecheng-3039	102	7	large	large	ADJ
fumecheng-3039	102	8	portion	portion	NOUN
fumecheng-3039	102	9	of	of	ADP
fumecheng-3039	102	10	data	datum	NOUN
fumecheng-3039	102	11	points	point	NOUN
fumecheng-3039	102	12	laid	lay	VERB
fumecheng-3039	102	13	in	in	ADP
fumecheng-3039	102	14	the	the	DET
fumecheng-3039	102	15	range	range	NOUN
fumecheng-3039	102	16	of	of	ADP
fumecheng-3039	102	17	clay	clay	NOUN
fumecheng-3039	102	18	minerals	mineral	NOUN
fumecheng-3039	102	19	of	of	ADP
fumecheng-3039	102	20	kaolinite	kaolinite	NOUN
fumecheng-3039	102	21	,	,	PUNCT
fumecheng-3039	102	22	smectite	smectite	ADJ
fumecheng-3039	102	23	and	and	CCONJ
fumecheng-3039	102	24	illite	illite	VERB
fumecheng-3039	102	25	while	while	SCONJ
fumecheng-3039	102	26	the	the	DET
fumecheng-3039	102	27	outcrop	outcrop	NOUN
fumecheng-3039	102	28	may	may	AUX
fumecheng-3039	102	29	have	have	VERB
fumecheng-3039	102	30	higher	high	ADJ
fumecheng-3039	102	31	quartz	quartz	NOUN
fumecheng-3039	102	32	and	and	CCONJ
fumecheng-3039	102	33	mica	mica	NOUN
fumecheng-3039	102	34	content	content	NOUN
fumecheng-3039	102	35	.	.	PUNCT
fumecheng-3039	103	1	the	the	DET
fumecheng-3039	103	2	outcrop	outcrop	ADJ
fumecheng-3039	103	3	sample	sample	NOUN
fumecheng-3039	103	4	also	also	ADV
fumecheng-3039	103	5	has	have	VERB
fumecheng-3039	103	6	some	some	DET
fumecheng-3039	103	7	high	high	ADJ
fumecheng-3039	103	8	e	e	NOUN
fumecheng-3039	103	9	grains	grain	NOUN
fumecheng-3039	103	10	,	,	PUNCT
fumecheng-3039	103	11	which	which	PRON
fumecheng-3039	103	12	could	could	AUX
fumecheng-3039	103	13	be	be	AUX
fumecheng-3039	103	14	chlorite	chlorite	ADJ
fumecheng-3039	103	15	or	or	CCONJ
fumecheng-3039	103	16	metal	metal	NOUN
fumecheng-3039	103	17	oxide	oxide	NOUN
fumecheng-3039	103	18	.	.	PUNCT
fumecheng-3039	104	1	clay	clay	NOUN
fumecheng-3039	104	2	minerals	mineral	NOUN
fumecheng-3039	104	3	have	have	VERB
fumecheng-3039	104	4	layered	layer	VERB
fumecheng-3039	104	5	structures	structure	NOUN
fumecheng-3039	104	6	which	which	PRON
fumecheng-3039	104	7	often	often	ADV
fumecheng-3039	104	8	carry	carry	VERB
fumecheng-3039	104	9	negative	negative	ADJ
fumecheng-3039	104	10	surface	surface	NOUN
fumecheng-3039	104	11	charges	charge	NOUN
fumecheng-3039	104	12	,	,	PUNCT
fumecheng-3039	104	13	which	which	PRON
fumecheng-3039	104	14	adsorb	adsorb	VERB
fumecheng-3039	104	15	and	and	CCONJ
fumecheng-3039	104	16	hold	hold	VERB
fumecheng-3039	104	17	cations	cation	NOUN
fumecheng-3039	104	18	by	by	ADP
fumecheng-3039	104	19	electrostatic	electrostatic	ADJ
fumecheng-3039	104	20	force	force	NOUN
fumecheng-3039	104	21	forming	form	VERB
fumecheng-3039	104	22	a	a	DET
fumecheng-3039	104	23	double	double	ADJ
fumecheng-3039	104	24	layer	layer	NOUN
fumecheng-3039	104	25	.	.	PUNCT
fumecheng-3039	105	1	the	the	DET
fumecheng-3039	105	2	cation	cation	NOUN
fumecheng-3039	105	3	exchange	exchange	NOUN
fumecheng-3039	105	4	capacity	capacity	NOUN
fumecheng-3039	105	5	(	(	PUNCT
fumecheng-3039	105	6	cec	cec	PROPN
fumecheng-3039	105	7	)	)	PUNCT
fumecheng-3039	105	8	of	of	ADP
fumecheng-3039	105	9	shale	shale	NOUN
fumecheng-3039	105	10	is	be	AUX
fumecheng-3039	105	11	proportional	proportional	ADJ
fumecheng-3039	105	12	to	to	ADP
fumecheng-3039	105	13	its	its	PRON
fumecheng-3039	105	14	clay	clay	NOUN
fumecheng-3039	105	15	content	content	NOUN
fumecheng-3039	105	16	,	,	PUNCT
fumecheng-3039	105	17	and	and	CCONJ
fumecheng-3039	105	18	has	have	AUX
fumecheng-3039	105	19	been	be	AUX
fumecheng-3039	105	20	shown	show	VERB
fumecheng-3039	105	21	to	to	PART
fumecheng-3039	105	22	be	be	AUX
fumecheng-3039	105	23	related	relate	VERB
fumecheng-3039	105	24	with	with	ADP
fumecheng-3039	105	25	its	its	PRON
fumecheng-3039	105	26	geomechanical	geomechanical	ADJ
fumecheng-3039	105	27	properties	property	NOUN
fumecheng-3039	105	28	[	[	X
fumecheng-3039	105	29	10	10	NUM
fumecheng-3039	105	30	]	]	PUNCT
fumecheng-3039	105	31	.	.	PUNCT
fumecheng-3039	106	1	the	the	DET
fumecheng-3039	106	2	existence	existence	NOUN
fumecheng-3039	106	3	of	of	ADP
fumecheng-3039	106	4	this	this	DET
fumecheng-3039	106	5	double	double	ADJ
fumecheng-3039	106	6	layer	layer	NOUN
fumecheng-3039	106	7	can	can	AUX
fumecheng-3039	106	8	also	also	ADV
fumecheng-3039	106	9	reduce	reduce	VERB
fumecheng-3039	106	10	effective	effective	ADJ
fumecheng-3039	106	11	porosity	porosity	NOUN
fumecheng-3039	106	12	,	,	PUNCT
fumecheng-3039	106	13	resulting	result	VERB
fumecheng-3039	106	14	in	in	ADP
fumecheng-3039	106	15	a	a	DET
fumecheng-3039	106	16	decrease	decrease	NOUN
fumecheng-3039	106	17	in	in	ADP
fumecheng-3039	106	18	permeability	permeability	NOUN
fumecheng-3039	106	19	.	.	PUNCT
fumecheng-3039	107	1	the	the	DET
fumecheng-3039	107	2	thickness	thickness	NOUN
fumecheng-3039	107	3	of	of	ADP
fumecheng-3039	107	4	the	the	DET
fumecheng-3039	107	5	double	double	ADJ
fumecheng-3039	107	6	layer	layer	NOUN
fumecheng-3039	107	7	is	be	AUX
fumecheng-3039	107	8	dominated	dominate	VERB
fumecheng-3039	107	9	by	by	ADP
fumecheng-3039	107	10	the	the	DET
fumecheng-3039	107	11	clay	clay	NOUN
fumecheng-3039	107	12	mineralogy	mineralogy	NOUN
fumecheng-3039	107	13	,	,	PUNCT
fumecheng-3039	107	14	increasing	increase	VERB
fumecheng-3039	107	15	from	from	ADP
fumecheng-3039	107	16	chlorite	chlorite	NOUN
fumecheng-3039	107	17	to	to	PART
fumecheng-3039	107	18	kaolinite	kaolinite	VERB
fumecheng-3039	107	19	to	to	PART
fumecheng-3039	107	20	illite	illite	VERB
fumecheng-3039	107	21	to	to	ADP
fumecheng-3039	107	22	smectite	smectite	VERB
fumecheng-3039	107	23	,	,	PUNCT
fumecheng-3039	107	24	it	it	PRON
fumecheng-3039	107	25	is	be	AUX
fumecheng-3039	107	26	also	also	ADV
fumecheng-3039	107	27	influenced	influence	VERB
fumecheng-3039	107	28	by	by	ADP
fumecheng-3039	107	29	salt	salt	NOUN
fumecheng-3039	107	30	concentration	concentration	NOUN
fumecheng-3039	107	31	of	of	ADP
fumecheng-3039	107	32	the	the	DET
fumecheng-3039	107	33	pore	pore	ADJ
fumecheng-3039	107	34	fluid	fluid	NOUN
fumecheng-3039	107	35	[	[	X
fumecheng-3039	107	36	11	11	NUM
fumecheng-3039	107	37	]	]	PUNCT
fumecheng-3039	107	38	.	.	PUNCT
fumecheng-3039	108	1	therefore	therefore	ADV
fumecheng-3039	108	2	,	,	PUNCT
fumecheng-3039	108	3	the	the	DET
fumecheng-3039	108	4	type	type	NOUN
fumecheng-3039	108	5	and	and	CCONJ
fumecheng-3039	108	6	amount	amount	NOUN
fumecheng-3039	108	7	of	of	ADP
fumecheng-3039	108	8	clay	clay	NOUN
fumecheng-3039	108	9	content	content	NOUN
fumecheng-3039	108	10	are	be	AUX
fumecheng-3039	108	11	the	the	DET
fumecheng-3039	108	12	key	key	ADJ
fumecheng-3039	108	13	factors	factor	NOUN
fumecheng-3039	108	14	affecting	affect	VERB
fumecheng-3039	108	15	shale	shale	NOUN
fumecheng-3039	108	16	sealing	sealing	NOUN
fumecheng-3039	108	17	capacity	capacity	NOUN
fumecheng-3039	108	18	,	,	PUNCT
fumecheng-3039	108	19	as	as	SCONJ
fumecheng-3039	108	20	both	both	PRON
fumecheng-3039	108	21	of	of	ADP
fumecheng-3039	108	22	them	they	PRON
fumecheng-3039	108	23	control	control	VERB
fumecheng-3039	108	24	the	the	DET
fumecheng-3039	108	25	cec	cec	PROPN
fumecheng-3039	108	26	which	which	PRON
fumecheng-3039	108	27	determines	determine	VERB
fumecheng-3039	108	28	the	the	DET
fumecheng-3039	108	29	mechanical	mechanical	ADJ
fumecheng-3039	108	30	and	and	CCONJ
fumecheng-3039	108	31	petrophysical	petrophysical	ADJ
fumecheng-3039	108	32	properties	property	NOUN
fumecheng-3039	108	33	of	of	ADP
fumecheng-3039	108	34	the	the	DET
fumecheng-3039	108	35	rock	rock	NOUN
fumecheng-3039	108	36	.	.	PUNCT
fumecheng-3039	109	1	sample	sample	NOUN
fumecheng-3039	109	2	i	i	NOUN
fumecheng-3039	109	3	d	d	NOUN
fumecheng-3039	109	4	depth	depth	NOUN
fumecheng-3039	109	5	(	(	PUNCT
fumecheng-3039	109	6	ft	ft	NOUN
fumecheng-3039	109	7	)	)	PUNCT
fumecheng-3039	109	8	outcrop	outcrop	NOUN
fumecheng-3039	109	9	core	core	NOUN
fumecheng-3039	109	10	2	2	NUM
fumecheng-3039	109	11	6334.1	6334.1	NUM
fumecheng-3039	109	12	core	core	NOUN
fumecheng-3039	109	13	3	3	NUM
fumecheng-3039	109	14	6381.5	6381.5	NUM
fumecheng-3039	109	15	core	core	NOUN
fumecheng-3039	109	16	4	4	NUM
fumecheng-3039	109	17	6388.6	6388.6	NUM
fumecheng-3039	109	18	core	core	NOUN
fumecheng-3039	109	19	6	6	NUM
fumecheng-3039	109	20	6407.5	6407.5	NUM
fumecheng-3039	109	21	core	core	NOUN
fumecheng-3039	109	22	7	7	NUM
fumecheng-3039	109	23	6519.3	6519.3	NUM
fumecheng-3039	109	24	338	338	NUM
fumecheng-3039	109	25	h.	h.	NOUN
fumecheng-3039	109	26	du	du	PROPN
fumecheng-3039	109	27	,	,	PUNCT
fumecheng-3039	109	28	k.	k.	PROPN
fumecheng-3039	109	29	carpenter	carpenter	PROPN
fumecheng-3039	109	30	,	,	PUNCT
fumecheng-3039	109	31	d.	d.	PROPN
fumecheng-3039	109	32	hui	hui	PROPN
fumecheng-3039	109	33	,	,	PUNCT
fumecheng-3039	109	34	m.	m.	NOUN
fumecheng-3039	109	35	radonjic	radonjic	ADJ
fumecheng-3039	109	36	fig	fig	NOUN
fumecheng-3039	109	37	.	.	PUNCT
fumecheng-3039	110	1	7	7	NUM
fumecheng-3039	110	2	mechanical	mechanical	ADJ
fumecheng-3039	110	3	properties	property	NOUN
fumecheng-3039	110	4	maps	map	NOUN
fumecheng-3039	110	5	of	of	ADP
fumecheng-3039	110	6	marcellus	marcellus	ADJ
fumecheng-3039	110	7	shale	shale	NOUN
fumecheng-3039	110	8	rock	rock	NOUN
fumecheng-3039	110	9	outcrop	outcrop	NOUN
fumecheng-3039	110	10	(	(	PUNCT
fumecheng-3039	110	11	left	left	ADJ
fumecheng-3039	110	12	)	)	PUNCT
fumecheng-3039	110	13	and	and	CCONJ
fumecheng-3039	110	14	core3	core3	PROPN
fumecheng-3039	110	15	(	(	PUNCT
fumecheng-3039	110	16	right	right	ADJ
fumecheng-3039	110	17	)	)	PUNCT
fumecheng-3039	110	18	based	base	VERB
fumecheng-3039	110	19	on	on	ADP
fumecheng-3039	110	20	100	100	NUM
fumecheng-3039	110	21	nano	nano	NOUN
fumecheng-3039	110	22	-	-	PUNCT
fumecheng-3039	110	23	indentation	indentation	NOUN
fumecheng-3039	110	24	test	test	NOUN
fumecheng-3039	110	25	results	result	NOUN
fumecheng-3039	110	26	(	(	PUNCT
fumecheng-3039	110	27	10x10	10x10	NUM
fumecheng-3039	110	28	grid	grid	NOUN
fumecheng-3039	110	29	)	)	PUNCT
fumecheng-3039	110	30	fig	fig	NOUN
fumecheng-3039	110	31	.	.	PUNCT
fumecheng-3039	111	1	8	8	NUM
fumecheng-3039	111	2	young	young	PROPN
fumecheng-3039	111	3	’s	’s	PART
fumecheng-3039	111	4	modulus	modulus	NOUN
fumecheng-3039	111	5	(	(	PUNCT
fumecheng-3039	111	6	e	e	NOUN
fumecheng-3039	111	7	)	)	PUNCT
fumecheng-3039	111	8	data	datum	NOUN
fumecheng-3039	111	9	distribution	distribution	NOUN
fumecheng-3039	111	10	of	of	ADP
fumecheng-3039	111	11	outcrop	outcrop	NOUN
fumecheng-3039	111	12	and	and	CCONJ
fumecheng-3039	111	13	core3	core3	PROPN
fumecheng-3039	111	14	measured	measure	VERB
fumecheng-3039	111	15	by	by	ADP
fumecheng-3039	111	16	nano	nano	NOUN
fumecheng-3039	111	17	-	-	PUNCT
fumecheng-3039	111	18	indentation	indentation	NOUN
fumecheng-3039	111	19	compared	compare	VERB
fumecheng-3039	111	20	with	with	ADP
fumecheng-3039	111	21	literature	literature	NOUN
fumecheng-3039	111	22	e	e	PROPN
fumecheng-3039	111	23	data	datum	NOUN
fumecheng-3039	111	24	[	[	X
fumecheng-3039	111	25	12	12	NUM
fumecheng-3039	111	26	,	,	PUNCT
fumecheng-3039	111	27	13	13	NUM
fumecheng-3039	111	28	,	,	PUNCT
fumecheng-3039	111	29	14	14	NUM
fumecheng-3039	111	30	]	]	PUNCT
fumecheng-3039	111	31	of	of	ADP
fumecheng-3039	111	32	common	common	ADJ
fumecheng-3039	111	33	minerals	mineral	NOUN
fumecheng-3039	111	34	found	find	VERB
fumecheng-3039	111	35	in	in	ADP
fumecheng-3039	111	36	shale	shale	NOUN
fumecheng-3039	111	37	rocks	rock	NOUN
fumecheng-3039	111	38	micro	micro	ADJ
fumecheng-3039	111	39	structure	structure	NOUN
fumecheng-3039	111	40	and	and	CCONJ
fumecheng-3039	111	41	micromechanics	micromechanic	NOUN
fumecheng-3039	111	42	of	of	ADP
fumecheng-3039	111	43	shale	shale	NOUN
fumecheng-3039	111	44	rocks	rock	NOUN
fumecheng-3039	111	45	:	:	PUNCT
fumecheng-3039	111	46	case	case	NOUN
fumecheng-3039	111	47	study	study	NOUN
fumecheng-3039	111	48	of	of	ADP
fumecheng-3039	111	49	marcellus	marcellus	PROPN
fumecheng-3039	111	50	shale	shale	NOUN
fumecheng-3039	111	51	339	339	NUM
fumecheng-3039	111	52	the	the	DET
fumecheng-3039	111	53	properties	property	NOUN
fumecheng-3039	111	54	of	of	ADP
fumecheng-3039	111	55	clay	clay	NOUN
fumecheng-3039	111	56	mineral	mineral	NOUN
fumecheng-3039	111	57	from	from	ADP
fumecheng-3039	111	58	the	the	DET
fumecheng-3039	111	59	literature	literature	NOUN
fumecheng-3039	111	60	have	have	VERB
fumecheng-3039	111	61	much	much	ADV
fumecheng-3039	111	62	wider	wide	ADJ
fumecheng-3039	111	63	ranges	range	NOUN
fumecheng-3039	111	64	due	due	ADP
fumecheng-3039	111	65	to	to	ADP
fumecheng-3039	111	66	the	the	DET
fumecheng-3039	111	67	properties	property	NOUN
fumecheng-3039	111	68	anisotropy	anisotropy	NOUN
fumecheng-3039	111	69	caused	cause	VERB
fumecheng-3039	111	70	by	by	ADP
fumecheng-3039	111	71	its	its	PRON
fumecheng-3039	111	72	platy	platy	NOUN
fumecheng-3039	111	73	microstructure	microstructure	NOUN
fumecheng-3039	111	74	.	.	PUNCT
fumecheng-3039	112	1	progressive	progressive	ADJ
fumecheng-3039	112	2	burial	burial	NOUN
fumecheng-3039	112	3	of	of	ADP
fumecheng-3039	112	4	the	the	DET
fumecheng-3039	112	5	sediments	sediment	NOUN
fumecheng-3039	112	6	caused	cause	VERB
fumecheng-3039	112	7	mechanical	mechanical	ADJ
fumecheng-3039	112	8	compaction	compaction	NOUN
fumecheng-3039	112	9	during	during	ADP
fumecheng-3039	112	10	the	the	DET
fumecheng-3039	112	11	deposition	deposition	NOUN
fumecheng-3039	112	12	,	,	PUNCT
fumecheng-3039	112	13	clay	clay	NOUN
fumecheng-3039	112	14	platelets	platelet	NOUN
fumecheng-3039	112	15	are	be	AUX
fumecheng-3039	112	16	forced	force	VERB
fumecheng-3039	112	17	towards	towards	ADP
fumecheng-3039	112	18	a	a	DET
fumecheng-3039	112	19	parallel	parallel	ADJ
fumecheng-3039	112	20	bedding	bed	VERB
fumecheng-3039	112	21	alignment	alignment	NOUN
fumecheng-3039	112	22	,	,	PUNCT
fumecheng-3039	112	23	with	with	ADP
fumecheng-3039	112	24	a	a	DET
fumecheng-3039	112	25	rapid	rapid	ADJ
fumecheng-3039	112	26	reduction	reduction	NOUN
fumecheng-3039	112	27	of	of	ADP
fumecheng-3039	112	28	porosity	porosity	NOUN
fumecheng-3039	112	29	and	and	CCONJ
fumecheng-3039	112	30	permeability	permeability	NOUN
fumecheng-3039	112	31	,	,	PUNCT
fumecheng-3039	112	32	created	create	VERB
fumecheng-3039	112	33	layered	layered	ADJ
fumecheng-3039	112	34	structured	structured	ADJ
fumecheng-3039	112	35	shale	shale	NOUN
fumecheng-3039	112	36	rock	rock	NOUN
fumecheng-3039	112	37	[	[	X
fumecheng-3039	112	38	15	15	NUM
fumecheng-3039	112	39	,	,	PUNCT
fumecheng-3039	112	40	16	16	NUM
fumecheng-3039	112	41	,	,	PUNCT
fumecheng-3039	112	42	17	17	NUM
fumecheng-3039	112	43	]	]	PUNCT
fumecheng-3039	112	44	.	.	PUNCT
fumecheng-3039	113	1	from	from	ADP
fumecheng-3039	113	2	the	the	DET
fumecheng-3039	113	3	micrometer	micrometer	NOUN
fumecheng-3039	113	4	size	size	NOUN
fumecheng-3039	113	5	platy	platy	NOUN
fumecheng-3039	113	6	grains	grain	NOUN
fumecheng-3039	113	7	to	to	PART
fumecheng-3039	113	8	meso-/	meso-/	VERB
fumecheng-3039	113	9	marcoscale	marcoscale	PROPN
fumecheng-3039	113	10	layered	layered	ADJ
fumecheng-3039	113	11	rock	rock	NOUN
fumecheng-3039	113	12	,	,	PUNCT
fumecheng-3039	113	13	the	the	DET
fumecheng-3039	113	14	significant	significant	ADJ
fumecheng-3039	113	15	anisotropy	anisotropy	NOUN
fumecheng-3039	113	16	of	of	ADP
fumecheng-3039	113	17	properties	property	NOUN
fumecheng-3039	113	18	were	be	AUX
fumecheng-3039	113	19	inherited	inherit	VERB
fumecheng-3039	113	20	.	.	PUNCT
fumecheng-3039	114	1	5	5	X
fumecheng-3039	114	2	.	.	PUNCT
fumecheng-3039	114	3	conclusions	conclusion	NOUN
fumecheng-3039	114	4	nano	nano	NOUN
fumecheng-3039	114	5	indentation	indentation	NOUN
fumecheng-3039	114	6	could	could	AUX
fumecheng-3039	114	7	be	be	AUX
fumecheng-3039	114	8	an	an	DET
fumecheng-3039	114	9	excellent	excellent	ADJ
fumecheng-3039	114	10	two	two	NUM
fumecheng-3039	114	11	-	-	PUNCT
fumecheng-3039	114	12	dimensional	dimensional	ADJ
fumecheng-3039	114	13	mapping	mapping	NOUN
fumecheng-3039	114	14	tool	tool	NOUN
fumecheng-3039	114	15	for	for	ADP
fumecheng-3039	114	16	examining	examine	VERB
fumecheng-3039	114	17	the	the	DET
fumecheng-3039	114	18	properties	property	NOUN
fumecheng-3039	114	19	of	of	ADP
fumecheng-3039	114	20	constituent	constituent	NOUN
fumecheng-3039	114	21	phases	phase	NOUN
fumecheng-3039	114	22	independently	independently	ADV
fumecheng-3039	114	23	of	of	ADP
fumecheng-3039	114	24	each	each	DET
fumecheng-3039	114	25	other	other	ADJ
fumecheng-3039	114	26	in	in	ADP
fumecheng-3039	114	27	composite	composite	ADJ
fumecheng-3039	114	28	material	material	NOUN
fumecheng-3039	114	29	microstructures	microstructure	NOUN
fumecheng-3039	114	30	.	.	PUNCT
fumecheng-3039	115	1	mechanical	mechanical	ADJ
fumecheng-3039	115	2	maps	map	NOUN
fumecheng-3039	115	3	could	could	AUX
fumecheng-3039	115	4	be	be	AUX
fumecheng-3039	115	5	used	use	VERB
fumecheng-3039	115	6	for	for	ADP
fumecheng-3039	115	7	correlating	correlate	VERB
fumecheng-3039	115	8	individual	individual	ADJ
fumecheng-3039	115	9	phase	phase	NOUN
fumecheng-3039	115	10	properties	property	NOUN
fumecheng-3039	115	11	with	with	ADP
fumecheng-3039	115	12	bulk	bulk	ADJ
fumecheng-3039	115	13	response	response	NOUN
fumecheng-3039	115	14	.	.	PUNCT
fumecheng-3039	116	1	mechanical	mechanical	ADJ
fumecheng-3039	116	2	maps	map	NOUN
fumecheng-3039	116	3	could	could	AUX
fumecheng-3039	116	4	be	be	AUX
fumecheng-3039	116	5	used	use	VERB
fumecheng-3039	116	6	for	for	ADP
fumecheng-3039	116	7	correlating	correlate	VERB
fumecheng-3039	116	8	individual	individual	ADJ
fumecheng-3039	116	9	phase	phase	NOUN
fumecheng-3039	116	10	properties	property	NOUN
fumecheng-3039	116	11	with	with	ADP
fumecheng-3039	116	12	bulk	bulk	ADJ
fumecheng-3039	116	13	response	response	NOUN
fumecheng-3039	116	14	measured	measure	VERB
fumecheng-3039	116	15	by	by	ADP
fumecheng-3039	116	16	micro	micro	ADJ
fumecheng-3039	116	17	indentation	indentation	NOUN
fumecheng-3039	116	18	.	.	PUNCT
fumecheng-3039	117	1	combing	comb	VERB
fumecheng-3039	117	2	the	the	DET
fumecheng-3039	117	3	mechanical	mechanical	ADJ
fumecheng-3039	117	4	properties	property	NOUN
fumecheng-3039	117	5	map	map	VERB
fumecheng-3039	117	6	with	with	ADP
fumecheng-3039	117	7	high	high	ADJ
fumecheng-3039	117	8	resolution	resolution	NOUN
fumecheng-3039	117	9	microscopy	microscopy	NOUN
fumecheng-3039	117	10	(	(	PUNCT
fumecheng-3039	117	11	sem	sem	NOUN
fumecheng-3039	117	12	)	)	PUNCT
fumecheng-3039	117	13	,	,	PUNCT
fumecheng-3039	117	14	the	the	DET
fumecheng-3039	117	15	mineralogy	mineralogy	NOUN
fumecheng-3039	117	16	/	/	SYM
fumecheng-3039	117	17	morphology	morphology	NOUN
fumecheng-3039	117	18	can	can	AUX
fumecheng-3039	117	19	be	be	AUX
fumecheng-3039	117	20	also	also	ADV
fumecheng-3039	117	21	correlated	correlate	VERB
fumecheng-3039	117	22	.	.	PUNCT
fumecheng-3039	118	1	the	the	DET
fumecheng-3039	118	2	mechanical	mechanical	ADJ
fumecheng-3039	118	3	properties	property	NOUN
fumecheng-3039	118	4	map	map	VERB
fumecheng-3039	118	5	can	can	AUX
fumecheng-3039	118	6	be	be	AUX
fumecheng-3039	118	7	also	also	ADV
fumecheng-3039	118	8	done	do	VERB
fumecheng-3039	118	9	on	on	ADP
fumecheng-3039	118	10	other	other	ADJ
fumecheng-3039	118	11	multiphase	multiphase	NOUN
fumecheng-3039	118	12	composite	composite	NOUN
fumecheng-3039	118	13	such	such	ADJ
fumecheng-3039	118	14	as	as	ADP
fumecheng-3039	118	15	cement	cement	NOUN
fumecheng-3039	118	16	to	to	PART
fumecheng-3039	118	17	study	study	VERB
fumecheng-3039	118	18	the	the	DET
fumecheng-3039	118	19	intrinsic	intrinsic	ADJ
fumecheng-3039	118	20	properties	property	NOUN
fumecheng-3039	118	21	of	of	ADP
fumecheng-3039	118	22	each	each	DET
fumecheng-3039	118	23	component	component	NOUN
fumecheng-3039	118	24	,	,	PUNCT
fumecheng-3039	118	25	as	as	ADV
fumecheng-3039	118	26	well	well	ADV
fumecheng-3039	118	27	as	as	ADP
fumecheng-3039	118	28	the	the	DET
fumecheng-3039	118	29	interaction	interaction	NOUN
fumecheng-3039	118	30	and	and	CCONJ
fumecheng-3039	118	31	properties	property	NOUN
fumecheng-3039	118	32	of	of	ADP
fumecheng-3039	118	33	the	the	DET
fumecheng-3039	118	34	bond	bond	NOUN
fumecheng-3039	118	35	and	and	CCONJ
fumecheng-3039	118	36	interfacial	interfacial	ADJ
fumecheng-3039	118	37	regions	region	NOUN
fumecheng-3039	118	38	of	of	ADP
fumecheng-3039	118	39	different	different	ADJ
fumecheng-3039	118	40	phases	phase	NOUN
fumecheng-3039	118	41	.	.	PUNCT
fumecheng-3039	119	1	it	it	PRON
fumecheng-3039	119	2	might	might	AUX
fumecheng-3039	119	3	also	also	ADV
fumecheng-3039	119	4	be	be	AUX
fumecheng-3039	119	5	useful	useful	ADJ
fumecheng-3039	119	6	for	for	ADP
fumecheng-3039	119	7	modeling	model	VERB
fumecheng-3039	119	8	the	the	DET
fumecheng-3039	119	9	rock	rock	NOUN
fumecheng-3039	119	10	/	/	SYM
fumecheng-3039	119	11	cement	cement	NOUN
fumecheng-3039	119	12	behavior	behavior	NOUN
fumecheng-3039	119	13	to	to	PART
fumecheng-3039	119	14	predict	predict	VERB
fumecheng-3039	119	15	the	the	DET
fumecheng-3039	119	16	fracture	fracture	PROPN
fumecheng-3039	119	17	occurrence	occurrence	NOUN
fumecheng-3039	119	18	potential	potential	NOUN
fumecheng-3039	119	19	,	,	PUNCT
fumecheng-3039	119	20	as	as	SCONJ
fumecheng-3039	119	21	it	it	PRON
fumecheng-3039	119	22	linked	link	VERB
fumecheng-3039	119	23	the	the	DET
fumecheng-3039	119	24	microstructural	microstructural	ADJ
fumecheng-3039	119	25	features	feature	NOUN
fumecheng-3039	119	26	with	with	ADP
fumecheng-3039	119	27	their	their	PRON
fumecheng-3039	119	28	mechanical	mechanical	ADJ
fumecheng-3039	119	29	properties	property	NOUN
fumecheng-3039	119	30	.	.	PUNCT
fumecheng-3039	120	1	acknowledgements	acknowledgement	NOUN
fumecheng-3039	120	2	:	:	PUNCT
fumecheng-3039	120	3	the	the	DET
fumecheng-3039	120	4	authors	author	NOUN
fumecheng-3039	120	5	would	would	AUX
fumecheng-3039	120	6	like	like	VERB
fumecheng-3039	120	7	to	to	PART
fumecheng-3039	120	8	thank	thank	VERB
fumecheng-3039	120	9	the	the	DET
fumecheng-3039	120	10	shared	share	VERB
fumecheng-3039	120	11	instrument	instrument	NOUN
fumecheng-3039	120	12	facility	facility	NOUN
fumecheng-3039	120	13	(	(	PUNCT
fumecheng-3039	120	14	sif	sif	PROPN
fumecheng-3039	120	15	)	)	PUNCT
fumecheng-3039	120	16	at	at	ADP
fumecheng-3039	120	17	louisiana	louisiana	PROPN
fumecheng-3039	120	18	state	state	PROPN
fumecheng-3039	120	19	university	university	PROPN
fumecheng-3039	120	20	for	for	ADP
fumecheng-3039	120	21	the	the	DET
fumecheng-3039	120	22	imaging	imaging	NOUN
fumecheng-3039	120	23	.	.	PUNCT
fumecheng-3039	121	1	dr	dr	PROPN
fumecheng-3039	121	2	.	.	PROPN
fumecheng-3039	121	3	vidic	vidic	PROPN
fumecheng-3039	121	4	and	and	CCONJ
fumecheng-3039	121	5	dr	dr	PROPN
fumecheng-3039	121	6	.	.	PROPN
fumecheng-3039	121	7	hill	hill	PROPN
fumecheng-3039	121	8	kindly	kindly	ADV
fumecheng-3039	121	9	provided	provide	VERB
fumecheng-3039	121	10	samples	sample	NOUN
fumecheng-3039	121	11	.	.	PUNCT
fumecheng-3039	122	1	we	we	PRON
fumecheng-3039	122	2	would	would	AUX
fumecheng-3039	122	3	also	also	ADV
fumecheng-3039	122	4	like	like	VERB
fumecheng-3039	122	5	to	to	PART
fumecheng-3039	122	6	thank	thank	VERB
fumecheng-3039	122	7	the	the	DET
fumecheng-3039	122	8	support	support	NOUN
fumecheng-3039	122	9	from	from	ADP
fumecheng-3039	122	10	sustainable	sustainable	ADJ
fumecheng-3039	122	11	energy	energy	NOUN
fumecheng-3039	122	12	&	&	CCONJ
fumecheng-3039	122	13	environmental	environmental	ADJ
fumecheng-3039	122	14	research	research	NOUN
fumecheng-3039	122	15	(	(	PUNCT
fumecheng-3039	122	16	seer	seer	NOUN
fumecheng-3039	122	17	)	)	PUNCT
fumecheng-3039	122	18	lab	lab	NOUN
fumecheng-3039	122	19	in	in	ADP
fumecheng-3039	122	20	louisiana	louisiana	PROPN
fumecheng-3039	122	21	state	state	PROPN
fumecheng-3039	122	22	university	university	PROPN
fumecheng-3039	122	23	references	reference	NOUN
fumecheng-3039	122	24	1	1	NUM
fumecheng-3039	122	25	.	.	PUNCT
fumecheng-3039	123	1	diaz	diaz	PROPN
fumecheng-3039	123	2	-	-	PUNCT
fumecheng-3039	123	3	perez	perez	PROPN
fumecheng-3039	123	4	,	,	PUNCT
fumecheng-3039	123	5	a.	a.	NOUN
fumecheng-3039	123	6	,	,	PUNCT
fumecheng-3039	123	7	cortes	corte	NOUN
fumecheng-3039	123	8	-	-	PUNCT
fumecheng-3039	123	9	monroy	monroy	NOUN
fumecheng-3039	123	10	,	,	PUNCT
fumecheng-3039	123	11	i.	i.	NOUN
fumecheng-3039	123	12	,	,	PUNCT
fumecheng-3039	123	13	roegiers	roegier	NOUN
fumecheng-3039	123	14	,	,	PUNCT
fumecheng-3039	123	15	j.c	j.c	PROPN
fumecheng-3039	123	16	.	.	PROPN
fumecheng-3039	123	17	,	,	PUNCT
fumecheng-3039	123	18	2007	2007	NUM
fumecheng-3039	123	19	,	,	PUNCT
fumecheng-3039	123	20	the	the	DET
fumecheng-3039	123	21	role	role	NOUN
fumecheng-3039	123	22	of	of	ADP
fumecheng-3039	123	23	water	water	NOUN
fumecheng-3039	123	24	/	/	SYM
fumecheng-3039	123	25	clay	clay	NOUN
fumecheng-3039	123	26	interaction	interaction	NOUN
fumecheng-3039	123	27	in	in	ADP
fumecheng-3039	123	28	the	the	DET
fumecheng-3039	123	29	shale	shale	NOUN
fumecheng-3039	123	30	characterization	characterization	NOUN
fumecheng-3039	123	31	,	,	PUNCT
fumecheng-3039	123	32	journal	journal	NOUN
fumecheng-3039	123	33	of	of	ADP
fumecheng-3039	123	34	petroleum	petroleum	NOUN
fumecheng-3039	123	35	science	science	NOUN
fumecheng-3039	123	36	and	and	CCONJ
fumecheng-3039	123	37	engineering	engineering	NOUN
fumecheng-3039	123	38	,	,	PUNCT
fumecheng-3039	123	39	58(1	58(1	PROPN
fumecheng-3039	123	40	-	-	SYM
fumecheng-3039	123	41	2	2	NUM
fumecheng-3039	123	42	)	)	PUNCT
fumecheng-3039	123	43	,	,	PUNCT
fumecheng-3039	123	44	pp	pp	PROPN
fumecheng-3039	123	45	.	.	PUNCT
fumecheng-3039	124	1	83	83	NUM
fumecheng-3039	124	2	-	-	SYM
fumecheng-3039	124	3	98	98	NUM
fumecheng-3039	124	4	.	.	PUNCT
fumecheng-3039	125	1	2	2	NUM
fumecheng-3039	125	2	.	.	X
fumecheng-3039	125	3	bergaya	bergaya	PROPN
fumecheng-3039	125	4	,	,	PUNCT
fumecheng-3039	125	5	f.	f.	PROPN
fumecheng-3039	125	6	and	and	CCONJ
fumecheng-3039	125	7	lagaly	lagaly	PROPN
fumecheng-3039	125	8	,	,	PUNCT
fumecheng-3039	125	9	g.	g.	PROPN
fumecheng-3039	125	10	(	(	PUNCT
fumecheng-3039	125	11	eds	eds	PROPN
fumecheng-3039	125	12	.	.	PUNCT
fumecheng-3039	125	13	)	)	PUNCT
fumecheng-3039	125	14	,	,	PUNCT
fumecheng-3039	125	15	2013	2013	NUM
fumecheng-3039	125	16	,	,	PUNCT
fumecheng-3039	125	17	handbook	handbook	NOUN
fumecheng-3039	125	18	of	of	ADP
fumecheng-3039	125	19	clay	clay	NOUN
fumecheng-3039	125	20	science	science	NOUN
fumecheng-3039	125	21	,	,	PUNCT
fumecheng-3039	125	22	volume	volume	NOUN
fumecheng-3039	125	23	5	5	NUM
fumecheng-3039	125	24	,	,	PUNCT
fumecheng-3039	125	25	2nd	2nd	ADJ
fumecheng-3039	125	26	edition	edition	NOUN
fumecheng-3039	125	27	,	,	PUNCT
fumecheng-3039	125	28	elsevier	elsevier	NOUN
fumecheng-3039	125	29	,	,	PUNCT
fumecheng-3039	125	30	amsterdam	amsterdam	PROPN
fumecheng-3039	125	31	,	,	PUNCT
fumecheng-3039	125	32	netherlands	netherlands	PROPN
fumecheng-3039	125	33	.	.	PUNCT
fumecheng-3039	126	1	3	3	X
fumecheng-3039	126	2	.	.	X
fumecheng-3039	126	3	bourg	bourg	PROPN
fumecheng-3039	126	4	,	,	PUNCT
fumecheng-3039	126	5	ian	ian	PROPN
fumecheng-3039	126	6	c.	c.	PROPN
fumecheng-3039	126	7	,	,	PUNCT
fumecheng-3039	126	8	2015	2015	NUM
fumecheng-3039	126	9	,	,	PUNCT
fumecheng-3039	126	10	sealing	seal	VERB
fumecheng-3039	126	11	shales	shale	NOUN
fumecheng-3039	126	12	versus	versus	ADP
fumecheng-3039	126	13	brittle	brittle	ADJ
fumecheng-3039	126	14	shales	shale	NOUN
fumecheng-3039	126	15	:	:	PUNCT
fumecheng-3039	126	16	a	a	DET
fumecheng-3039	126	17	sharp	sharp	ADJ
fumecheng-3039	126	18	threshold	threshold	NOUN
fumecheng-3039	126	19	in	in	ADP
fumecheng-3039	126	20	the	the	DET
fumecheng-3039	126	21	material	material	NOUN
fumecheng-3039	126	22	properties	property	NOUN
fumecheng-3039	126	23	and	and	CCONJ
fumecheng-3039	126	24	energy	energy	NOUN
fumecheng-3039	126	25	technology	technology	NOUN
fumecheng-3039	126	26	uses	use	NOUN
fumecheng-3039	126	27	of	of	ADP
fumecheng-3039	126	28	fine	fine	ADV
fumecheng-3039	126	29	-	-	PUNCT
fumecheng-3039	126	30	grained	grain	VERB
fumecheng-3039	126	31	sedimentary	sedimentary	ADJ
fumecheng-3039	126	32	rocks	rock	NOUN
fumecheng-3039	126	33	,	,	PUNCT
fumecheng-3039	126	34	journal	journal	NOUN
fumecheng-3039	126	35	of	of	ADP
fumecheng-3039	126	36	environmental	environmental	PROPN
fumecheng-3039	126	37	science	science	PROPN
fumecheng-3039	126	38	&	&	CCONJ
fumecheng-3039	126	39	technology	technology	NOUN
fumecheng-3039	126	40	letters	letter	NOUN
fumecheng-3039	126	41	,	,	PUNCT
fumecheng-3039	126	42	2(10	2(10	NOUN
fumecheng-3039	126	43	)	)	PUNCT
fumecheng-3039	126	44	,	,	PUNCT
fumecheng-3039	126	45	pp	pp	ADJ
fumecheng-3039	126	46	.	.	PUNCT
fumecheng-3039	127	1	255	255	NUM
fumecheng-3039	127	2	-	-	SYM
fumecheng-3039	127	3	259	259	NUM
fumecheng-3039	127	4	.	.	NOUN
fumecheng-3039	128	1	4	4	X
fumecheng-3039	128	2	.	.	X
fumecheng-3039	129	1	ettensohn	ettensohn	ADJ
fumecheng-3039	129	2	,	,	PUNCT
fumecheng-3039	129	3	f.r	f.r	PROPN
fumecheng-3039	129	4	.	.	PROPN
fumecheng-3039	129	5	,	,	PUNCT
fumecheng-3039	129	6	and	and	CCONJ
fumecheng-3039	129	7	barron	barron	PROPN
fumecheng-3039	129	8	,	,	PUNCT
fumecheng-3039	129	9	l.s	l.s	PROPN
fumecheng-3039	129	10	.	.	PROPN
fumecheng-3039	129	11	,	,	PUNCT
fumecheng-3039	129	12	1982	1982	NUM
fumecheng-3039	129	13	,	,	PUNCT
fumecheng-3039	129	14	a	a	DET
fumecheng-3039	129	15	tectonic	tectonic	ADJ
fumecheng-3039	129	16	-	-	PUNCT
fumecheng-3039	129	17	climatic	climatic	ADJ
fumecheng-3039	129	18	approach	approach	NOUN
fumecheng-3039	129	19	to	to	ADP
fumecheng-3039	129	20	the	the	DET
fumecheng-3039	129	21	deposition	deposition	NOUN
fumecheng-3039	129	22	of	of	ADP
fumecheng-3039	129	23	the	the	DET
fumecheng-3039	129	24	devonian	devonian	ADJ
fumecheng-3039	129	25	-	-	PUNCT
fumecheng-3039	129	26	mississippian	mississippian	ADJ
fumecheng-3039	129	27	black	black	ADJ
fumecheng-3039	129	28	-	-	PUNCT
fumecheng-3039	129	29	shale	shale	NOUN
fumecheng-3039	129	30	sequence	sequence	NOUN
fumecheng-3039	129	31	of	of	ADP
fumecheng-3039	129	32	north	north	PROPN
fumecheng-3039	129	33	america	america	PROPN
fumecheng-3039	129	34	;	;	PUNCT
fumecheng-3039	129	35	proceedings	proceeding	NOUN
fumecheng-3039	129	36	of	of	ADP
fumecheng-3039	129	37	the	the	DET
fumecheng-3039	129	38	1982	1982	NUM
fumecheng-3039	129	39	eastern	eastern	ADJ
fumecheng-3039	129	40	oil	oil	NOUN
fumecheng-3039	129	41	shale	shale	NOUN
fumecheng-3039	129	42	symposium	symposium	NOUN
fumecheng-3039	129	43	:	:	PUNCT
fumecheng-3039	129	44	proceedings	proceeding	NOUN
fumecheng-3039	129	45	eastern	eastern	ADJ
fumecheng-3039	129	46	oil	oil	NOUN
fumecheng-3039	129	47	shale	shale	NOUN
fumecheng-3039	129	48	symposium	symposium	NOUN
fumecheng-3039	129	49	,	,	PUNCT
fumecheng-3039	129	50	v.	v.	ADP
fumecheng-3039	129	51	1982	1982	NUM
fumecheng-3039	129	52	,	,	PUNCT
fumecheng-3039	129	53	pp	pp	ADJ
fumecheng-3039	129	54	.	.	PUNCT
fumecheng-3039	130	1	5	5	NUM
fumecheng-3039	130	2	-	-	SYM
fumecheng-3039	130	3	37	37	NUM
fumecheng-3039	130	4	.	.	PUNCT
fumecheng-3039	131	1	5	5	NUM
fumecheng-3039	131	2	.	.	X
fumecheng-3039	131	3	fisher	fisher	PROPN
fumecheng-3039	131	4	,	,	PUNCT
fumecheng-3039	131	5	g.	g.	PROPN
fumecheng-3039	131	6	w.	w.	PROPN
fumecheng-3039	131	7	,	,	PUNCT
fumecheng-3039	131	8	pettijohn	pettijohn	NOUN
fumecheng-3039	131	9	,	,	PUNCT
fumecheng-3039	131	10	f.	f.	PROPN
fumecheng-3039	131	11	j.	j.	PROPN
fumecheng-3039	131	12	,	,	PUNCT
fumecheng-3039	131	13	reed	reed	PROPN
fumecheng-3039	131	14	jr	jr	PROPN
fumecheng-3039	131	15	.	.	PROPN
fumecheng-3039	131	16	,	,	PUNCT
fumecheng-3039	131	17	j.c	j.c	PROPN
fumecheng-3039	131	18	.	.	PROPN
fumecheng-3039	131	19	,	,	PUNCT
fumecheng-3039	131	20	and	and	CCONJ
fumecheng-3039	131	21	weaver	weaver	NOUN
fumecheng-3039	131	22	,	,	PUNCT
fumecheng-3039	131	23	k.	k.	PROPN
fumecheng-3039	131	24	n.	n.	PROPN
fumecheng-3039	131	25	(	(	PUNCT
fumecheng-3039	131	26	eds	ed	NOUN
fumecheng-3039	131	27	.	.	PUNCT
fumecheng-3039	131	28	)	)	PUNCT
fumecheng-3039	131	29	,	,	PUNCT
fumecheng-3039	131	30	1970	1970	NUM
fumecheng-3039	131	31	,	,	PUNCT
fumecheng-3039	131	32	studies	study	NOUN
fumecheng-3039	131	33	on	on	ADP
fumecheng-3039	131	34	appalachian	appalachian	ADJ
fumecheng-3039	131	35	geology	geology	NOUN
fumecheng-3039	131	36	:	:	PUNCT
fumecheng-3039	131	37	central	central	ADJ
fumecheng-3039	131	38	and	and	CCONJ
fumecheng-3039	131	39	southern	southern	ADJ
fumecheng-3039	131	40	,	,	PUNCT
fumecheng-3039	131	41	interscience	interscience	NOUN
fumecheng-3039	131	42	(	(	PUNCT
fumecheng-3039	131	43	wiley	wiley	PROPN
fumecheng-3039	131	44	)	)	PUNCT
fumecheng-3039	131	45	,	,	PUNCT
fumecheng-3039	131	46	new	new	PROPN
fumecheng-3039	131	47	york	york	PROPN
fumecheng-3039	131	48	,	,	PUNCT
fumecheng-3039	131	49	us	we	PRON
fumecheng-3039	131	50	,	,	PUNCT
fumecheng-3039	131	51	p.	p.	NOUN
fumecheng-3039	131	52	460	460	NUM
fumecheng-3039	131	53	.	.	PUNCT
fumecheng-3039	132	1	6	6	NUM
fumecheng-3039	132	2	.	.	X
fumecheng-3039	132	3	lee	lee	PROPN
fumecheng-3039	132	4	avary	avary	PROPN
fumecheng-3039	132	5	,	,	PUNCT
fumecheng-3039	132	6	k.	k.	PROPN
fumecheng-3039	132	7	,	,	PUNCT
fumecheng-3039	132	8	the	the	DET
fumecheng-3039	132	9	geology	geology	NOUN
fumecheng-3039	132	10	of	of	ADP
fumecheng-3039	132	11	the	the	DET
fumecheng-3039	132	12	marcellus	marcellus	PROPN
fumecheng-3039	132	13	shale	shale	NOUN
fumecheng-3039	132	14	,	,	PUNCT
fumecheng-3039	132	15	available	available	ADJ
fumecheng-3039	132	16	online	online	ADV
fumecheng-3039	132	17	:	:	PUNCT
fumecheng-3039	132	18	http://www.wvgs.wvnet.edu/www/	http://www.wvgs.wvnet.edu/www/	NOUN
fumecheng-3039	132	19	datastat	datastat	PROPN
fumecheng-3039	132	20	/	/	SYM
fumecheng-3039	132	21	wvges_geologymarcellusshale.pdf	wvges_geologymarcellusshale.pdf	PROPN
fumecheng-3039	132	22	(	(	PUNCT
fumecheng-3039	132	23	last	last	ADJ
fumecheng-3039	132	24	access	access	NOUN
fumecheng-3039	132	25	:	:	PUNCT
fumecheng-3039	132	26	01.06.2017	01.06.2017	X
fumecheng-3039	132	27	)	)	PUNCT
fumecheng-3039	132	28	7	7	NUM
fumecheng-3039	132	29	.	.	PUNCT
fumecheng-3039	132	30	cate	cate	PROPN
fumecheng-3039	132	31	,	,	PUNCT
fumecheng-3039	132	32	a.s	a.s	PROPN
fumecheng-3039	132	33	.	.	PROPN
fumecheng-3039	132	34	,	,	PUNCT
fumecheng-3039	132	35	1963	1963	NUM
fumecheng-3039	132	36	,	,	PUNCT
fumecheng-3039	132	37	lithostratigraphy	lithostratigraphy	NOUN
fumecheng-3039	132	38	of	of	ADP
fumecheng-3039	132	39	some	some	DET
fumecheng-3039	132	40	middle	middle	ADJ
fumecheng-3039	132	41	and	and	CCONJ
fumecheng-3039	132	42	upper	upper	ADJ
fumecheng-3039	132	43	devonian	devonian	ADJ
fumecheng-3039	132	44	rocks	rock	NOUN
fumecheng-3039	132	45	in	in	ADP
fumecheng-3039	132	46	the	the	DET
fumecheng-3039	132	47	subsurface	subsurface	NOUN
fumecheng-3039	132	48	of	of	ADP
fumecheng-3039	132	49	southwestern	southwestern	ADJ
fumecheng-3039	132	50	pennsylvania	pennsylvania	NOUN
fumecheng-3039	132	51	,	,	PUNCT
fumecheng-3039	132	52	in	in	ADP
fumecheng-3039	132	53	shepps	shepps	PROPN
fumecheng-3039	132	54	,	,	PUNCT
fumecheng-3039	132	55	v.c	v.c	PROPN
fumecheng-3039	132	56	.	.	PROPN
fumecheng-3039	133	1	(	(	PUNCT
fumecheng-3039	133	2	ed	ed	NOUN
fumecheng-3039	133	3	.	.	PUNCT
fumecheng-3039	133	4	)	)	PUNCT
fumecheng-3039	134	1	,	,	PUNCT
fumecheng-3039	134	2	symposium	symposium	NOUN
fumecheng-3039	134	3	on	on	ADP
fumecheng-3039	134	4	middle	middle	ADJ
fumecheng-3039	134	5	and	and	CCONJ
fumecheng-3039	134	6	upper	upper	ADJ
fumecheng-3039	134	7	devonian	devonian	ADJ
fumecheng-3039	134	8	stratigraphy	stratigraphy	NOUN
fumecheng-3039	134	9	of	of	ADP
fumecheng-3039	134	10	pennsylvania	pennsylvania	PROPN
fumecheng-3039	134	11	and	and	CCONJ
fumecheng-3039	134	12	adjacent	adjacent	ADJ
fumecheng-3039	134	13	states	state	NOUN
fumecheng-3039	134	14	:	:	PUNCT
fumecheng-3039	134	15	pennsylvania	pennsylvania	PROPN
fumecheng-3039	134	16	geological	geological	ADJ
fumecheng-3039	134	17	survey	survey	PROPN
fumecheng-3039	134	18	general	general	ADJ
fumecheng-3039	134	19	geology	geology	NOUN
fumecheng-3039	134	20	report	report	NOUN
fumecheng-3039	134	21	,	,	PUNCT
fumecheng-3039	134	22	4th	4th	ADJ
fumecheng-3039	134	23	series	series	NOUN
fumecheng-3039	134	24	,	,	PUNCT
fumecheng-3039	134	25	no	no	INTJ
fumecheng-3039	134	26	.	.	NOUN
fumecheng-3039	134	27	39	39	NUM
fumecheng-3039	134	28	,	,	PUNCT
fumecheng-3039	134	29	pp	pp	ADJ
fumecheng-3039	134	30	.	.	PUNCT
fumecheng-3039	135	1	229	229	NUM
fumecheng-3039	135	2	-	-	SYM
fumecheng-3039	135	3	240	240	NUM
fumecheng-3039	135	4	.	.	NOUN
fumecheng-3039	135	5	340	340	NUM
fumecheng-3039	135	6	h.	h.	NOUN
fumecheng-3039	135	7	du	du	PROPN
fumecheng-3039	135	8	,	,	PUNCT
fumecheng-3039	135	9	k.	k.	PROPN
fumecheng-3039	135	10	carpenter	carpenter	PROPN
fumecheng-3039	135	11	,	,	PUNCT
fumecheng-3039	135	12	d.	d.	PROPN
fumecheng-3039	135	13	hui	hui	PROPN
fumecheng-3039	135	14	,	,	PUNCT
fumecheng-3039	135	15	m.	m.	NOUN
fumecheng-3039	135	16	radonjic	radonjic	ADJ
fumecheng-3039	135	17	8	8	NUM
fumecheng-3039	135	18	.	.	PUNCT
fumecheng-3039	136	1	hosterman	hosterman	NOUN
fumecheng-3039	136	2	,	,	PUNCT
fumecheng-3039	136	3	j.w	j.w	PROPN
fumecheng-3039	136	4	.	.	PROPN
fumecheng-3039	136	5	,	,	PUNCT
fumecheng-3039	136	6	whitlow	whitlow	PROPN
fumecheng-3039	136	7	,	,	PUNCT
fumecheng-3039	136	8	s.i	s.i	PROPN
fumecheng-3039	136	9	.	.	PROPN
fumecheng-3039	136	10	,	,	PUNCT
fumecheng-3039	136	11	1983	1983	NUM
fumecheng-3039	136	12	,	,	PUNCT
fumecheng-3039	136	13	clay	clay	NOUN
fumecheng-3039	136	14	mineralogy	mineralogy	NOUN
fumecheng-3039	136	15	of	of	ADP
fumecheng-3039	136	16	devonian	devonian	ADJ
fumecheng-3039	136	17	shales	shale	NOUN
fumecheng-3039	136	18	in	in	ADP
fumecheng-3039	136	19	the	the	DET
fumecheng-3039	136	20	appalachian	appalachian	ADJ
fumecheng-3039	136	21	basin	basin	NOUN
fumecheng-3039	136	22	,	,	PUNCT
fumecheng-3039	136	23	geological	geological	ADJ
fumecheng-3039	136	24	survey	survey	NOUN
fumecheng-3039	136	25	professional	professional	ADJ
fumecheng-3039	136	26	paper	paper	NOUN
fumecheng-3039	136	27	1298	1298	NUM
fumecheng-3039	136	28	,	,	PUNCT
fumecheng-3039	136	29	united	united	PROPN
fumecheng-3039	136	30	states	states	PROPN
fumecheng-3039	136	31	government	government	NOUN
fumecheng-3039	136	32	printing	printing	NOUN
fumecheng-3039	136	33	office	office	NOUN
fumecheng-3039	136	34	,	,	PUNCT
fumecheng-3039	136	35	washington	washington	PROPN
fumecheng-3039	136	36	,	,	PUNCT
fumecheng-3039	136	37	31p	31p	NUM
fumecheng-3039	136	38	.	.	PUNCT
fumecheng-3039	137	1	9	9	X
fumecheng-3039	137	2	.	.	X
fumecheng-3039	137	3	oliver	oliver	PROPN
fumecheng-3039	137	4	,	,	PUNCT
fumecheng-3039	137	5	w.	w.	PROPN
fumecheng-3039	137	6	and	and	CCONJ
fumecheng-3039	137	7	pharr	pharr	PROPN
fumecheng-3039	137	8	,	,	PUNCT
fumecheng-3039	137	9	g.	g.	PROPN
fumecheng-3039	137	10	,	,	PUNCT
fumecheng-3039	137	11	1992	1992	NUM
fumecheng-3039	137	12	,	,	PUNCT
fumecheng-3039	137	13	an	an	DET
fumecheng-3039	137	14	improved	improved	ADJ
fumecheng-3039	137	15	technique	technique	NOUN
fumecheng-3039	137	16	for	for	ADP
fumecheng-3039	137	17	determining	determine	VERB
fumecheng-3039	137	18	hardness	hardness	ADJ
fumecheng-3039	137	19	and	and	CCONJ
fumecheng-3039	137	20	elastic	elastic	ADJ
fumecheng-3039	137	21	modulus	modulus	NOUN
fumecheng-3039	137	22	using	use	VERB
fumecheng-3039	137	23	load	load	NOUN
fumecheng-3039	137	24	and	and	CCONJ
fumecheng-3039	137	25	displacement	displacement	ADJ
fumecheng-3039	137	26	sensing	sense	VERB
fumecheng-3039	137	27	indentation	indentation	NOUN
fumecheng-3039	137	28	experiments	experiment	NOUN
fumecheng-3039	137	29	,	,	PUNCT
fumecheng-3039	137	30	journal	journal	NOUN
fumecheng-3039	137	31	of	of	ADP
fumecheng-3039	137	32	materials	material	NOUN
fumecheng-3039	137	33	research	research	NOUN
fumecheng-3039	137	34	,	,	PUNCT
fumecheng-3039	137	35	7(6	7(6	NUM
fumecheng-3039	137	36	)	)	PUNCT
fumecheng-3039	137	37	,	,	PUNCT
fumecheng-3039	137	38	pp	pp	PROPN
fumecheng-3039	137	39	.	.	PUNCT
fumecheng-3039	137	40	1564	1564	NUM
fumecheng-3039	137	41	-	-	SYM
fumecheng-3039	137	42	1583	1583	NUM
fumecheng-3039	137	43	.	.	PUNCT
fumecheng-3039	138	1	10	10	NUM
fumecheng-3039	138	2	.	.	X
fumecheng-3039	139	1	dewhurst	dewhurst	PROPN
fumecheng-3039	139	2	,	,	PUNCT
fumecheng-3039	139	3	d.n	d.n	PROPN
fumecheng-3039	139	4	.	.	PROPN
fumecheng-3039	139	5	,	,	PUNCT
fumecheng-3039	139	6	siggins	siggin	NOUN
fumecheng-3039	139	7	,	,	PUNCT
fumecheng-3039	139	8	a.f	a.f	PROPN
fumecheng-3039	139	9	.	.	PROPN
fumecheng-3039	139	10	,	,	PUNCT
fumecheng-3039	139	11	kuila	kuila	PROPN
fumecheng-3039	139	12	,	,	PUNCT
fumecheng-3039	139	13	u.	u.	PROPN
fumecheng-3039	139	14	,	,	PUNCT
fumecheng-3039	139	15	clennell	clennell	PROPN
fumecheng-3039	139	16	,	,	PUNCT
fumecheng-3039	139	17	m.b	m.b	PROPN
fumecheng-3039	139	18	.	.	PROPN
fumecheng-3039	139	19	,	,	PUNCT
fumecheng-3039	139	20	raven	raven	PROPN
fumecheng-3039	139	21	,	,	PUNCT
fumecheng-3039	139	22	m.d	m.d	PROPN
fumecheng-3039	139	23	.	.	PROPN
fumecheng-3039	139	24	,	,	PUNCT
fumecheng-3039	139	25	nordgård	nordgård	NOUN
fumecheng-3039	139	26	-	-	PUNCT
fumecheng-3039	139	27	bolås	bolås	PROPN
fumecheng-3039	139	28	,	,	PUNCT
fumecheng-3039	139	29	h.m	h.m	PROPN
fumecheng-3039	139	30	.	.	PROPN
fumecheng-3039	139	31	,	,	PUNCT
fumecheng-3039	139	32	2008	2008	NUM
fumecheng-3039	139	33	.	.	PUNCT
fumecheng-3039	140	1	elastic	elastic	ADJ
fumecheng-3039	140	2	,	,	PUNCT
fumecheng-3039	140	3	geomechanical	geomechanical	ADJ
fumecheng-3039	140	4	and	and	CCONJ
fumecheng-3039	140	5	petrophysical	petrophysical	ADJ
fumecheng-3039	140	6	properties	property	NOUN
fumecheng-3039	140	7	of	of	ADP
fumecheng-3039	140	8	shales	shale	NOUN
fumecheng-3039	140	9	,	,	PUNCT
fumecheng-3039	140	10	proceedings	proceeding	NOUN
fumecheng-3039	140	11	of	of	ADP
fumecheng-3039	140	12	american	american	PROPN
fumecheng-3039	140	13	rock	rock	PROPN
fumecheng-3039	140	14	mechanics	mechanics	PROPN
fumecheng-3039	140	15	association	association	PROPN
fumecheng-3039	140	16	symposium	symposium	PROPN
fumecheng-3039	140	17	.	.	PUNCT
fumecheng-3039	141	1	paper	paper	PROPN
fumecheng-3039	141	2	arma	arma	PROPN
fumecheng-3039	141	3	08	08	NUM
fumecheng-3039	141	4	-	-	SYM
fumecheng-3039	141	5	208	208	NUM
fumecheng-3039	141	6	,	,	PUNCT
fumecheng-3039	141	7	12p	12p	NOUN
fumecheng-3039	141	8	.	.	PUNCT
fumecheng-3039	142	1	11	11	NUM
fumecheng-3039	142	2	.	.	X
fumecheng-3039	143	1	mesri	mesri	PROPN
fumecheng-3039	143	2	,	,	PUNCT
fumecheng-3039	143	3	g.	g.	PROPN
fumecheng-3039	143	4	and	and	CCONJ
fumecheng-3039	143	5	olson	olson	PROPN
fumecheng-3039	143	6	,	,	PUNCT
fumecheng-3039	143	7	r.e	r.e	PROPN
fumecheng-3039	143	8	.	.	PROPN
fumecheng-3039	143	9	,	,	PUNCT
fumecheng-3039	143	10	1971	1971	NUM
fumecheng-3039	143	11	,	,	PUNCT
fumecheng-3039	143	12	mechanisms	mechanism	NOUN
fumecheng-3039	143	13	controlling	control	VERB
fumecheng-3039	143	14	the	the	DET
fumecheng-3039	143	15	permeability	permeability	NOUN
fumecheng-3039	143	16	of	of	ADP
fumecheng-3039	143	17	clays	clay	NOUN
fumecheng-3039	143	18	,	,	PUNCT
fumecheng-3039	143	19	clays	clay	NOUN
fumecheng-3039	143	20	and	and	CCONJ
fumecheng-3039	143	21	clay	clay	NOUN
fumecheng-3039	143	22	minerals	mineral	NOUN
fumecheng-3039	143	23	,	,	PUNCT
fumecheng-3039	143	24	19	19	NUM
fumecheng-3039	143	25	,	,	PUNCT
fumecheng-3039	143	26	pp	pp	ADJ
fumecheng-3039	143	27	.	.	PUNCT
fumecheng-3039	144	1	151	151	NUM
fumecheng-3039	144	2	-	-	SYM
fumecheng-3039	144	3	158	158	NUM
fumecheng-3039	144	4	.	.	PUNCT
fumecheng-3039	145	1	12	12	NUM
fumecheng-3039	145	2	.	.	PUNCT
fumecheng-3039	146	1	wang	wang	PROPN
fumecheng-3039	146	2	,	,	PUNCT
fumecheng-3039	146	3	z.	z.	PROPN
fumecheng-3039	146	4	,	,	PUNCT
fumecheng-3039	146	5	wang	wang	PROPN
fumecheng-3039	146	6	,	,	PUNCT
fumecheng-3039	146	7	h.	h.	PROPN
fumecheng-3039	146	8	,	,	PUNCT
fumecheng-3039	146	9	and	and	CCONJ
fumecheng-3039	146	10	cates	cat	VERB
fumecheng-3039	146	11	,	,	PUNCT
fumecheng-3039	146	12	m.e	m.e	PROPN
fumecheng-3039	146	13	.	.	PROPN
fumecheng-3039	146	14	,	,	PUNCT
fumecheng-3039	146	15	2001	2001	NUM
fumecheng-3039	146	16	.	.	PUNCT
fumecheng-3039	147	1	effective	effective	ADJ
fumecheng-3039	147	2	elastic	elastic	ADJ
fumecheng-3039	147	3	properties	property	NOUN
fumecheng-3039	147	4	of	of	ADP
fumecheng-3039	147	5	solid	solid	ADJ
fumecheng-3039	147	6	clays	clay	NOUN
fumecheng-3039	147	7	.	.	PUNCT
fumecheng-3039	148	1	geophysics	geophysic	NOUN
fumecheng-3039	148	2	,	,	PUNCT
fumecheng-3039	148	3	66	66	NUM
fumecheng-3039	148	4	,	,	PUNCT
fumecheng-3039	148	5	428	428	NUM
fumecheng-3039	148	6	-	-	SYM
fumecheng-3039	148	7	440	440	NUM
fumecheng-3039	148	8	.	.	PUNCT
fumecheng-3039	149	1	13	13	NUM
fumecheng-3039	149	2	.	.	X
fumecheng-3039	150	1	mondol	mondol	PROPN
fumecheng-3039	150	2	,	,	PUNCT
fumecheng-3039	150	3	n.h	n.h	PROPN
fumecheng-3039	150	4	.	.	PROPN
fumecheng-3039	150	5	,	,	PUNCT
fumecheng-3039	150	6	jahren	jahren	PROPN
fumecheng-3039	150	7	,	,	PUNCT
fumecheng-3039	150	8	j.	j.	PROPN
fumecheng-3039	150	9	,	,	PUNCT
fumecheng-3039	150	10	bjorlykke	bjorlykke	PROPN
fumecheng-3039	150	11	,	,	PUNCT
fumecheng-3039	150	12	k.	k.	PROPN
fumecheng-3039	150	13	,	,	PUNCT
fumecheng-3039	150	14	and	and	CCONJ
fumecheng-3039	150	15	brevik	brevik	NOUN
fumecheng-3039	150	16	,	,	PUNCT
fumecheng-3039	150	17	i.	i.	NOUN
fumecheng-3039	150	18	,	,	PUNCT
fumecheng-3039	150	19	2008	2008	NUM
fumecheng-3039	150	20	,	,	PUNCT
fumecheng-3039	150	21	elastic	elastic	ADJ
fumecheng-3039	150	22	properties	property	NOUN
fumecheng-3039	150	23	of	of	ADP
fumecheng-3039	150	24	clay	clay	NOUN
fumecheng-3039	150	25	minerals	mineral	NOUN
fumecheng-3039	150	26	,	,	PUNCT
fumecheng-3039	150	27	the	the	DET
fumecheng-3039	150	28	leading	leading	ADJ
fumecheng-3039	150	29	edge	edge	NOUN
fumecheng-3039	150	30	,	,	PUNCT
fumecheng-3039	150	31	27	27	NUM
fumecheng-3039	150	32	,	,	PUNCT
fumecheng-3039	150	33	pp	pp	ADJ
fumecheng-3039	150	34	.	.	PUNCT
fumecheng-3039	151	1	758	758	NUM
fumecheng-3039	151	2	-	-	SYM
fumecheng-3039	151	3	770	770	NUM
fumecheng-3039	151	4	.	.	NOUN
fumecheng-3039	152	1	14	14	NUM
fumecheng-3039	152	2	.	.	PUNCT
fumecheng-3039	153	1	pawley	pawley	PROPN
fumecheng-3039	153	2	,	,	PUNCT
fumecheng-3039	153	3	a.r	a.r	PROPN
fumecheng-3039	153	4	.	.	PROPN
fumecheng-3039	153	5	,	,	PUNCT
fumecheng-3039	153	6	clark	clark	PROPN
fumecheng-3039	153	7	,	,	PUNCT
fumecheng-3039	153	8	s.m	s.m	PROPN
fumecheng-3039	153	9	.	.	PROPN
fumecheng-3039	153	10	,	,	PUNCT
fumecheng-3039	153	11	and	and	CCONJ
fumecheng-3039	153	12	chinnery	chinnery	PROPN
fumecheng-3039	153	13	,	,	PUNCT
fumecheng-3039	153	14	n.j	n.j	PROPN
fumecheng-3039	153	15	.	.	PROPN
fumecheng-3039	153	16	,	,	PUNCT
fumecheng-3039	153	17	2002	2002	NUM
fumecheng-3039	153	18	,	,	PUNCT
fumecheng-3039	153	19	equations	equation	NOUN
fumecheng-3039	153	20	of	of	ADP
fumecheng-3039	153	21	state	state	NOUN
fumecheng-3039	153	22	measurements	measurement	NOUN
fumecheng-3039	153	23	of	of	ADP
fumecheng-3039	153	24	chlorite	chlorite	NOUN
fumecheng-3039	153	25	,	,	PUNCT
fumecheng-3039	153	26	pyrophyllite	pyrophyllite	ADJ
fumecheng-3039	153	27	,	,	PUNCT
fumecheng-3039	153	28	and	and	CCONJ
fumecheng-3039	153	29	talc	talc	NOUN
fumecheng-3039	153	30	,	,	PUNCT
fumecheng-3039	153	31	american	american	ADJ
fumecheng-3039	153	32	mineralogist	mineralogist	NOUN
fumecheng-3039	153	33	,	,	PUNCT
fumecheng-3039	153	34	87(8	87(8	NUM
fumecheng-3039	153	35	-	-	SYM
fumecheng-3039	153	36	9	9	NUM
fumecheng-3039	153	37	)	)	PUNCT
fumecheng-3039	153	38	,	,	PUNCT
fumecheng-3039	153	39	pp	pp	ADJ
fumecheng-3039	153	40	.	.	PUNCT
fumecheng-3039	153	41	1172	1172	NUM
fumecheng-3039	153	42	-	-	SYM
fumecheng-3039	153	43	1182	1182	NUM
fumecheng-3039	153	44	.	.	PUNCT
fumecheng-3039	154	1	15	15	NUM
fumecheng-3039	154	2	.	.	PUNCT
fumecheng-3039	155	1	dewhurst	dewhurst	PROPN
fumecheng-3039	155	2	,	,	PUNCT
fumecheng-3039	155	3	d.n	d.n	PROPN
fumecheng-3039	155	4	.	.	PROPN
fumecheng-3039	155	5	,	,	PUNCT
fumecheng-3039	155	6	aplin	aplin	PROPN
fumecheng-3039	155	7	,	,	PUNCT
fumecheng-3039	155	8	a.c	a.c	PROPN
fumecheng-3039	155	9	.	.	PROPN
fumecheng-3039	155	10	,	,	PUNCT
fumecheng-3039	155	11	sarda	sarda	PROPN
fumecheng-3039	155	12	,	,	PUNCT
fumecheng-3039	155	13	j.-p	j.-p	PROPN
fumecheng-3039	155	14	.	.	PUNCT
fumecheng-3039	156	1	and	and	CCONJ
fumecheng-3039	156	2	yang	yang	PROPN
fumecheng-3039	156	3	,	,	PUNCT
fumecheng-3039	156	4	y.	y.	PROPN
fumecheng-3039	156	5	,	,	PUNCT
fumecheng-3039	156	6	1998	1998	NUM
fumecheng-3039	156	7	,	,	PUNCT
fumecheng-3039	156	8	compaction	compaction	NOUN
fumecheng-3039	156	9	-	-	PUNCT
fumecheng-3039	156	10	driven	drive	VERB
fumecheng-3039	156	11	evolution	evolution	NOUN
fumecheng-3039	156	12	of	of	ADP
fumecheng-3039	156	13	porosity	porosity	NOUN
fumecheng-3039	156	14	and	and	CCONJ
fumecheng-3039	156	15	permeability	permeability	NOUN
fumecheng-3039	156	16	in	in	ADP
fumecheng-3039	156	17	natural	natural	ADJ
fumecheng-3039	156	18	mudstones	mudstone	NOUN
fumecheng-3039	156	19	:	:	PUNCT
fumecheng-3039	156	20	an	an	DET
fumecheng-3039	156	21	experimental	experimental	ADJ
fumecheng-3039	156	22	study	study	NOUN
fumecheng-3039	156	23	,	,	PUNCT
fumecheng-3039	156	24	journal	journal	NOUN
fumecheng-3039	156	25	of	of	ADP
fumecheng-3039	156	26	geophysical	geophysical	ADJ
fumecheng-3039	156	27	research	research	NOUN
fumecheng-3039	156	28	:	:	PUNCT
fumecheng-3039	156	29	solid	solid	ADJ
fumecheng-3039	156	30	earth,103	earth,103	NOUN
fumecheng-3039	156	31	,	,	PUNCT
fumecheng-3039	156	32	pp	pp	X
fumecheng-3039	156	33	.	.	PUNCT
fumecheng-3039	157	1	651–661	651–661	NUM
fumecheng-3039	157	2	.	.	PUNCT
fumecheng-3039	158	1	16	16	NUM
fumecheng-3039	158	2	.	.	PUNCT
fumecheng-3039	159	1	dewhurst	dewhurst	PROPN
fumecheng-3039	159	2	,	,	PUNCT
fumecheng-3039	159	3	d.n	d.n	PROPN
fumecheng-3039	159	4	.	.	PROPN
fumecheng-3039	159	5	,	,	PUNCT
fumecheng-3039	159	6	aplin	aplin	PROPN
fumecheng-3039	159	7	,	,	PUNCT
fumecheng-3039	159	8	a.c	a.c	PROPN
fumecheng-3039	159	9	.	.	PROPN
fumecheng-3039	159	10	and	and	CCONJ
fumecheng-3039	159	11	sarda	sarda	X
fumecheng-3039	159	12	,	,	PUNCT
fumecheng-3039	159	13	j.p	j.p	PROPN
fumecheng-3039	159	14	.	.	PROPN
fumecheng-3039	159	15	,	,	PUNCT
fumecheng-3039	159	16	1999	1999	NUM
fumecheng-3039	159	17	,	,	PUNCT
fumecheng-3039	159	18	influence	influence	NOUN
fumecheng-3039	159	19	of	of	ADP
fumecheng-3039	159	20	clay	clay	NOUN
fumecheng-3039	159	21	fraction	fraction	NOUN
fumecheng-3039	159	22	on	on	ADP
fumecheng-3039	159	23	pore	pore	ADJ
fumecheng-3039	159	24	-	-	PUNCT
fumecheng-3039	159	25	scale	scale	NOUN
fumecheng-3039	159	26	properties	property	NOUN
fumecheng-3039	159	27	and	and	CCONJ
fumecheng-3039	159	28	hydraulic	hydraulic	ADJ
fumecheng-3039	159	29	conductivity	conductivity	NOUN
fumecheng-3039	159	30	of	of	ADP
fumecheng-3039	159	31	experimentally	experimentally	ADV
fumecheng-3039	159	32	compacted	compact	VERB
fumecheng-3039	159	33	mudstones	mudstone	NOUN
fumecheng-3039	159	34	,	,	PUNCT
fumecheng-3039	159	35	journal	journal	NOUN
fumecheng-3039	159	36	of	of	ADP
fumecheng-3039	159	37	geophysical	geophysical	ADJ
fumecheng-3039	159	38	research	research	NOUN
fumecheng-3039	159	39	,	,	PUNCT
fumecheng-3039	159	40	104(b12	104(b12	NUM
fumecheng-3039	159	41	)	)	PUNCT
fumecheng-3039	159	42	,	,	PUNCT
fumecheng-3039	159	43	pp	pp	ADP
fumecheng-3039	159	44	.	.	PUNCT
fumecheng-3039	159	45	29261–29274	29261–29274	NUM
fumecheng-3039	159	46	.	.	NOUN
fumecheng-3039	159	47	17	17	NUM
fumecheng-3039	159	48	.	.	X
fumecheng-3039	160	1	yang	yang	PROPN
fumecheng-3039	160	2	,	,	PUNCT
fumecheng-3039	160	3	y.	y.	PROPN
fumecheng-3039	160	4	and	and	CCONJ
fumecheng-3039	160	5	aplin	aplin	PROPN
fumecheng-3039	160	6	,	,	PUNCT
fumecheng-3039	160	7	a.c	a.c	PROPN
fumecheng-3039	160	8	.	.	PROPN
fumecheng-3039	160	9	,	,	PUNCT
fumecheng-3039	160	10	2007	2007	NUM
fumecheng-3039	160	11	,	,	PUNCT
fumecheng-3039	160	12	permeability	permeability	NOUN
fumecheng-3039	160	13	and	and	CCONJ
fumecheng-3039	160	14	petrophysical	petrophysical	ADJ
fumecheng-3039	160	15	properties	property	NOUN
fumecheng-3039	160	16	of	of	ADP
fumecheng-3039	160	17	30	30	NUM
fumecheng-3039	160	18	natural	natural	ADJ
fumecheng-3039	160	19	mudstones	mudstone	NOUN
fumecheng-3039	160	20	,	,	PUNCT
fumecheng-3039	160	21	journal	journal	NOUN
fumecheng-3039	160	22	of	of	ADP
fumecheng-3039	160	23	geophysical	geophysical	ADJ
fumecheng-3039	160	24	research	research	NOUN
fumecheng-3039	160	25	,	,	PUNCT
fumecheng-3039	160	26	112(b3	112(b3	NUM
fumecheng-3039	160	27	)	)	PUNCT
fumecheng-3039	160	28	,	,	PUNCT
fumecheng-3039	160	29	b03206	b03206	NOUN
fumecheng-3039	160	30	.	.	PUNCT