id	sid	tid	token	lemma	pos
iogr-423	1	1	copyright	copyright	NOUN
iogr-423	1	2	©	©	ADP
iogr-423	1	3	the	the	DET
iogr-423	1	4	author(s	author(s	NOUN
iogr-423	1	5	)	)	PUNCT
iogr-423	1	6	.	.	PUNCT
iogr-423	2	1	this	this	DET
iogr-423	2	2	work	work	NOUN
iogr-423	2	3	is	be	AUX
iogr-423	2	4	licensed	license	VERB
iogr-423	2	5	under	under	ADP
iogr-423	2	6	a	a	DET
iogr-423	2	7	creative	creative	ADJ
iogr-423	2	8	commons	common	NOUN
iogr-423	2	9	attribution	attribution	NOUN
iogr-423	2	10	4.0	4.0	NUM
iogr-423	2	11	international	international	ADJ
iogr-423	2	12	license	license	NOUN
iogr-423	2	13	.	.	PUNCT
iogr-423	3	1	doi	doi	NOUN
iogr-423	3	2	:	:	PUNCT
iogr-423	3	3	10.14800	10.14800	NUM
iogr-423	3	4	/	/	SYM
iogr-423	3	5	iogr.423	iogr.423	NOUN
iogr-423	3	6	received	receive	VERB
iogr-423	3	7	april	april	PROPN
iogr-423	3	8	11	11	NUM
iogr-423	3	9	,	,	PUNCT
iogr-423	3	10	2017	2017	NUM
iogr-423	3	11	;	;	PUNCT
iogr-423	3	12	revised	revise	VERB
iogr-423	3	13	april	april	PROPN
iogr-423	3	14	30	30	NUM
iogr-423	3	15	,	,	PUNCT
iogr-423	3	16	2017	2017	NUM
iogr-423	3	17	;	;	PUNCT
iogr-423	3	18	accepted	accept	VERB
iogr-423	3	19	may	may	PROPN
iogr-423	3	20	9	9	NUM
iogr-423	3	21	,	,	PUNCT
iogr-423	3	22	2017	2017	NUM
iogr-423	3	23	.	.	PUNCT
iogr-423	4	1	*	*	PUNCT
iogr-423	4	2	corresponding	correspond	VERB
iogr-423	4	3	author	author	NOUN
iogr-423	4	4	:	:	PUNCT
iogr-423	4	5	caiatwang@sina.com	caiatwang@sina.com	X
iogr-423	4	6	1	1	NUM
iogr-423	4	7	physical	physical	ADJ
iogr-423	4	8	models	model	NOUN
iogr-423	4	9	for	for	ADP
iogr-423	4	10	shale	shale	NOUN
iogr-423	4	11	gas	gas	NOUN
iogr-423	4	12	reservoir	reservoir	NOUN
iogr-423	4	13	considering	consider	VERB
iogr-423	4	14	dissolved	dissolve	VERB
iogr-423	4	15	gas	gas	NOUN
iogr-423	4	16	in	in	ADP
iogr-423	4	17	kerogens	kerogen	NOUN
iogr-423	4	18	cai	cai	PROPN
iogr-423	4	19	wang	wang	PROPN
iogr-423	4	20	*	*	PROPN
iogr-423	4	21	,	,	PUNCT
iogr-423	4	22	gang	gang	PROPN
iogr-423	4	23	lei	lei	PROPN
iogr-423	4	24	,	,	PUNCT
iogr-423	4	25	andweirong	andweirong	ADJ
iogr-423	4	26	li	li	PROPN
iogr-423	4	27	,	,	PUNCT
iogr-423	4	28	peking	peking	PROPN
iogr-423	4	29	university	university	PROPN
iogr-423	4	30	,	,	PUNCT
iogr-423	4	31	beijing	beijing	PROPN
iogr-423	4	32	,	,	PUNCT
iogr-423	4	33	china	china	PROPN
iogr-423	4	34	abstract	abstract	ADJ
iogr-423	4	35	to	to	PART
iogr-423	4	36	figure	figure	VERB
iogr-423	4	37	out	out	ADP
iogr-423	4	38	the	the	DET
iogr-423	4	39	complexity	complexity	NOUN
iogr-423	4	40	of	of	ADP
iogr-423	4	41	the	the	DET
iogr-423	4	42	fabric	fabric	NOUN
iogr-423	4	43	and	and	CCONJ
iogr-423	4	44	gas	gas	NOUN
iogr-423	4	45	flow	flow	NOUN
iogr-423	4	46	mechanism	mechanism	NOUN
iogr-423	4	47	within	within	ADP
iogr-423	4	48	the	the	DET
iogr-423	4	49	shale	shale	NOUN
iogr-423	4	50	gas	gas	NOUN
iogr-423	4	51	reservoirs	reservoir	NOUN
iogr-423	4	52	shapes	shape	VERB
iogr-423	4	53	our	our	PRON
iogr-423	4	54	preliminary	preliminary	ADJ
iogr-423	4	55	study	study	NOUN
iogr-423	4	56	purpose	purpose	NOUN
iogr-423	4	57	.	.	PUNCT
iogr-423	5	1	the	the	DET
iogr-423	5	2	pore	pore	ADJ
iogr-423	5	3	structure	structure	NOUN
iogr-423	5	4	and	and	CCONJ
iogr-423	5	5	composition	composition	NOUN
iogr-423	5	6	of	of	ADP
iogr-423	5	7	shale	shale	NOUN
iogr-423	5	8	are	be	AUX
iogr-423	5	9	much	much	ADV
iogr-423	5	10	more	more	ADV
iogr-423	5	11	complicated	complicated	ADJ
iogr-423	5	12	than	than	ADP
iogr-423	5	13	that	that	PRON
iogr-423	5	14	of	of	ADP
iogr-423	5	15	conventional	conventional	ADJ
iogr-423	5	16	and	and	CCONJ
iogr-423	5	17	tight	tight	ADJ
iogr-423	5	18	gas	gas	NOUN
iogr-423	5	19	reservoirs	reservoir	NOUN
iogr-423	5	20	.	.	PUNCT
iogr-423	6	1	apart	apart	ADV
iogr-423	6	2	from	from	ADP
iogr-423	6	3	the	the	DET
iogr-423	6	4	classic	classic	ADJ
iogr-423	6	5	matrix	matrix	NOUN
iogr-423	6	6	and	and	CCONJ
iogr-423	6	7	fracture	fracture	NOUN
iogr-423	6	8	media	medium	NOUN
iogr-423	6	9	,	,	PUNCT
iogr-423	6	10	two	two	NUM
iogr-423	6	11	new	new	ADJ
iogr-423	6	12	triple	triple	ADJ
iogr-423	6	13	porous	porous	ADJ
iogr-423	6	14	medium	medium	NOUN
iogr-423	6	15	models	model	NOUN
iogr-423	6	16	regarding	regard	VERB
iogr-423	6	17	kerogen	kerogen	NOUN
iogr-423	6	18	as	as	SCONJ
iogr-423	6	19	the	the	DET
iogr-423	6	20	third	third	ADJ
iogr-423	6	21	medium	medium	NOUN
iogr-423	6	22	are	be	AUX
iogr-423	6	23	proposed	propose	VERB
iogr-423	6	24	in	in	ADP
iogr-423	6	25	this	this	DET
iogr-423	6	26	paper	paper	NOUN
iogr-423	6	27	.	.	PUNCT
iogr-423	7	1	furthermore	furthermore	ADV
iogr-423	7	2	,	,	PUNCT
iogr-423	7	3	integrated	integrated	ADJ
iogr-423	7	4	gas	gas	NOUN
iogr-423	7	5	flow	flow	NOUN
iogr-423	7	6	mechanisms	mechanism	NOUN
iogr-423	7	7	(	(	PUNCT
iogr-423	7	8	containing	contain	VERB
iogr-423	7	9	darcy	darcy	PROPN
iogr-423	7	10	flow	flow	NOUN
iogr-423	7	11	,	,	PUNCT
iogr-423	7	12	slippage	slippage	NOUN
iogr-423	7	13	flow	flow	NOUN
iogr-423	7	14	,	,	PUNCT
iogr-423	7	15	transient	transient	ADJ
iogr-423	7	16	flow	flow	NOUN
iogr-423	7	17	,	,	PUNCT
iogr-423	7	18	knudsen	knudsen	PROPN
iogr-423	7	19	diffusion	diffusion	PROPN
iogr-423	7	20	and	and	CCONJ
iogr-423	7	21	henry	henry	PROPN
iogr-423	7	22	diffusion	diffusion	PROPN
iogr-423	7	23	)	)	PUNCT
iogr-423	7	24	within	within	ADP
iogr-423	7	25	each	each	PRON
iogr-423	7	26	of	of	ADP
iogr-423	7	27	the	the	DET
iogr-423	7	28	models	model	NOUN
iogr-423	7	29	are	be	AUX
iogr-423	7	30	illustrated	illustrate	VERB
iogr-423	7	31	.	.	PUNCT
iogr-423	8	1	overall	overall	ADV
iogr-423	8	2	,	,	PUNCT
iogr-423	8	3	four	four	NUM
iogr-423	8	4	types	type	NOUN
iogr-423	8	5	of	of	ADP
iogr-423	8	6	gas	gas	NOUN
iogr-423	8	7	flow	flow	NOUN
iogr-423	8	8	models	model	NOUN
iogr-423	8	9	are	be	AUX
iogr-423	8	10	presented	present	VERB
iogr-423	8	11	and	and	CCONJ
iogr-423	8	12	related	related	ADJ
iogr-423	8	13	gas	gas	NOUN
iogr-423	8	14	flow	flow	NOUN
iogr-423	8	15	patterns	pattern	NOUN
iogr-423	8	16	and	and	CCONJ
iogr-423	8	17	flow	flow	NOUN
iogr-423	8	18	principles	principle	NOUN
iogr-423	8	19	are	be	AUX
iogr-423	8	20	explicated	explicate	VERB
iogr-423	8	21	.	.	PUNCT
iogr-423	9	1	introduction	introduction	NOUN
iogr-423	9	2	shale	shale	NOUN
iogr-423	9	3	gas	gas	NOUN
iogr-423	9	4	resources	resource	NOUN
iogr-423	9	5	are	be	AUX
iogr-423	9	6	termed	term	VERB
iogr-423	9	7	“	"	PUNCT
iogr-423	9	8	unconventional	unconventional	ADJ
iogr-423	9	9	”	"	PUNCT
iogr-423	9	10	due	due	ADP
iogr-423	9	11	to	to	ADP
iogr-423	9	12	its	its	PRON
iogr-423	9	13	super	super	ADJ
iogr-423	9	14	low	low	ADJ
iogr-423	9	15	permeability	permeability	NOUN
iogr-423	9	16	(	(	PUNCT
iogr-423	9	17	10	10	NUM
iogr-423	9	18	-	-	SYM
iogr-423	9	19	16	16	NUM
iogr-423	9	20	m2	m2	PROPN
iogr-423	9	21	to	to	ADP
iogr-423	9	22	10	10	NUM
iogr-423	9	23	-	-	SYM
iogr-423	9	24	20	20	NUM
iogr-423	9	25	m2	m2	PROPN
iogr-423	9	26	)	)	PUNCT
iogr-423	9	27	and	and	CCONJ
iogr-423	9	28	severe	severe	ADJ
iogr-423	9	29	heterogeneity	heterogeneity	NOUN
iogr-423	9	30	caused	cause	VERB
iogr-423	9	31	by	by	ADP
iogr-423	9	32	various	various	ADJ
iogr-423	9	33	scales	scale	NOUN
iogr-423	9	34	of	of	ADP
iogr-423	9	35	connected	connected	ADJ
iogr-423	9	36	and	and	CCONJ
iogr-423	9	37	unconnected	unconnected	ADJ
iogr-423	9	38	fractures	fracture	NOUN
iogr-423	9	39	,	,	PUNCT
iogr-423	9	40	fissures	fissure	NOUN
iogr-423	9	41	,	,	PUNCT
iogr-423	9	42	micro	micro	NOUN
iogr-423	9	43	,	,	PUNCT
iogr-423	9	44	macro	macro	ADJ
iogr-423	9	45	,	,	PUNCT
iogr-423	9	46	and	and	CCONJ
iogr-423	9	47	inter	inter	ADJ
iogr-423	9	48	-	-	ADJ
iogr-423	9	49	aggregate	aggregate	ADJ
iogr-423	9	50	pores	pore	NOUN
iogr-423	9	51	,	,	PUNCT
iogr-423	9	52	and	and	CCONJ
iogr-423	9	53	organic	organic	ADJ
iogr-423	9	54	matters	matter	NOUN
iogr-423	9	55	.	.	PUNCT
iogr-423	10	1	moreover	moreover	ADV
iogr-423	10	2	,	,	PUNCT
iogr-423	10	3	free	free	ADJ
iogr-423	10	4	gas	gas	NOUN
iogr-423	10	5	,	,	PUNCT
iogr-423	10	6	adsorption	adsorption	NOUN
iogr-423	10	7	gas	gas	NOUN
iogr-423	10	8	and	and	CCONJ
iogr-423	10	9	dissolved	dissolve	VERB
iogr-423	10	10	gas	gas	NOUN
iogr-423	10	11	are	be	AUX
iogr-423	10	12	widespread	widespread	ADJ
iogr-423	10	13	in	in	ADP
iogr-423	10	14	shale	shale	NOUN
iogr-423	10	15	gas	gas	NOUN
iogr-423	10	16	reservoirs	reservoir	NOUN
iogr-423	10	17	.	.	PUNCT
iogr-423	11	1	all	all	PRON
iogr-423	11	2	of	of	ADP
iogr-423	11	3	these	these	DET
iogr-423	11	4	reservoir	reservoir	NOUN
iogr-423	11	5	characteristics	characteristic	NOUN
iogr-423	11	6	complicate	complicate	VERB
iogr-423	11	7	the	the	DET
iogr-423	11	8	gas	gas	NOUN
iogr-423	11	9	flow	flow	NOUN
iogr-423	11	10	mechanisms	mechanism	NOUN
iogr-423	11	11	which	which	PRON
iogr-423	11	12	make	make	VERB
iogr-423	11	13	shale	shale	NOUN
iogr-423	11	14	gas	gas	NOUN
iogr-423	11	15	extraction	extraction	NOUN
iogr-423	11	16	more	more	ADV
iogr-423	11	17	difficult	difficult	ADJ
iogr-423	11	18	.	.	PUNCT
iogr-423	12	1	thus	thus	ADV
iogr-423	12	2	,	,	PUNCT
iogr-423	12	3	to	to	PART
iogr-423	12	4	uncover	uncover	VERB
iogr-423	12	5	the	the	DET
iogr-423	12	6	secrets	secret	NOUN
iogr-423	12	7	of	of	ADP
iogr-423	12	8	gas	gas	NOUN
iogr-423	12	9	storage	storage	NOUN
iogr-423	12	10	and	and	CCONJ
iogr-423	12	11	flow	flow	NOUN
iogr-423	12	12	in	in	ADP
iogr-423	12	13	shale	shale	NOUN
iogr-423	12	14	gas	gas	NOUN
iogr-423	12	15	reservoir	reservoir	NOUN
iogr-423	12	16	is	be	AUX
iogr-423	12	17	one	one	NUM
iogr-423	12	18	of	of	ADP
iogr-423	12	19	the	the	DET
iogr-423	12	20	hottest	hot	ADJ
iogr-423	12	21	topics	topic	NOUN
iogr-423	12	22	in	in	ADP
iogr-423	12	23	petroleum	petroleum	NOUN
iogr-423	12	24	engineering	engineering	NOUN
iogr-423	12	25	.	.	PUNCT
iogr-423	13	1	x	x	X
iogr-423	13	2	-	-	PUNCT
iogr-423	13	3	ct	ct	NUM
iogr-423	13	4	technology	technology	NOUN
iogr-423	13	5	is	be	AUX
iogr-423	13	6	one	one	NUM
iogr-423	13	7	of	of	ADP
iogr-423	13	8	the	the	DET
iogr-423	13	9	most	most	ADV
iogr-423	13	10	common	common	ADJ
iogr-423	13	11	methods	method	NOUN
iogr-423	13	12	to	to	PART
iogr-423	13	13	study	study	VERB
iogr-423	13	14	the	the	DET
iogr-423	13	15	microscopic	microscopic	ADJ
iogr-423	13	16	structure	structure	NOUN
iogr-423	13	17	of	of	ADP
iogr-423	13	18	rocks	rock	NOUN
iogr-423	13	19	.	.	PUNCT
iogr-423	14	1	while	while	SCONJ
iogr-423	14	2	it	it	PRON
iogr-423	14	3	could	could	AUX
iogr-423	14	4	not	not	PART
iogr-423	14	5	be	be	AUX
iogr-423	14	6	used	use	VERB
iogr-423	14	7	to	to	PART
iogr-423	14	8	analyze	analyze	VERB
iogr-423	14	9	the	the	DET
iogr-423	14	10	inner	inner	ADJ
iogr-423	14	11	structure	structure	NOUN
iogr-423	14	12	of	of	ADP
iogr-423	14	13	shale	shale	NOUN
iogr-423	14	14	due	due	ADP
iogr-423	14	15	to	to	ADP
iogr-423	14	16	its	its	PRON
iogr-423	14	17	ultra	ultra	ADJ
iogr-423	14	18	-	-	ADJ
iogr-423	14	19	low	low	ADJ
iogr-423	14	20	pore	pore	ADJ
iogr-423	14	21	diameters	diameter	NOUN
iogr-423	14	22	.	.	PUNCT
iogr-423	15	1	therefore	therefore	ADV
iogr-423	15	2	,	,	PUNCT
iogr-423	15	3	a	a	DET
iogr-423	15	4	more	more	ADV
iogr-423	15	5	advanced	advanced	ADJ
iogr-423	15	6	technology	technology	NOUN
iogr-423	15	7	named	name	VERB
iogr-423	15	8	fib	fib	ADJ
iogr-423	15	9	-	-	PUNCT
iogr-423	15	10	sem	sem	NOUN
iogr-423	15	11	is	be	AUX
iogr-423	15	12	used	use	VERB
iogr-423	15	13	to	to	PART
iogr-423	15	14	engage	engage	VERB
iogr-423	15	15	in	in	ADP
iogr-423	15	16	3d	3d	PROPN
iogr-423	15	17	digital	digital	ADJ
iogr-423	15	18	core	core	NOUN
iogr-423	15	19	analyses	analysis	NOUN
iogr-423	15	20	.	.	PUNCT
iogr-423	16	1	by	by	ADP
iogr-423	16	2	making	make	VERB
iogr-423	16	3	use	use	NOUN
iogr-423	16	4	of	of	ADP
iogr-423	16	5	fib	fib	ADJ
iogr-423	16	6	-	-	PUNCT
iogr-423	16	7	sem	sem	NOUN
iogr-423	16	8	,	,	PUNCT
iogr-423	16	9	curtis	curtis	PROPN
iogr-423	16	10	et	et	PROPN
iogr-423	16	11	al	al	PROPN
iogr-423	16	12	.	.	PROPN
iogr-423	17	1	(	(	PUNCT
iogr-423	17	2	2010	2010	NUM
iogr-423	17	3	)	)	PUNCT
iogr-423	17	4	got	get	VERB
iogr-423	17	5	500	500	NUM
iogr-423	17	6	pieces	piece	NOUN
iogr-423	17	7	of	of	ADP
iogr-423	17	8	cross	cross	ADJ
iogr-423	17	9	-	-	ADJ
iogr-423	17	10	sectional	sectional	ADJ
iogr-423	17	11	slices	slice	NOUN
iogr-423	17	12	each	each	PRON
iogr-423	17	13	of	of	ADP
iogr-423	17	14	whose	whose	DET
iogr-423	17	15	thickness	thickness	NOUN
iogr-423	17	16	is	be	AUX
iogr-423	17	17	10	10	NUM
iogr-423	17	18	nm	nm	NOUN
iogr-423	17	19	(	(	PUNCT
iogr-423	17	20	figure	figure	NOUN
iogr-423	17	21	1	1	NUM
iogr-423	17	22	)	)	PUNCT
iogr-423	17	23	.	.	PUNCT
iogr-423	18	1	the	the	DET
iogr-423	18	2	images	image	NOUN
iogr-423	18	3	from	from	ADP
iogr-423	18	4	this	this	DET
iogr-423	18	5	process	process	NOUN
iogr-423	18	6	formed	form	VERB
iogr-423	18	7	a	a	DET
iogr-423	18	8	3d	3d	NUM
iogr-423	18	9	dataset	dataset	NOUN
iogr-423	18	10	which	which	PRON
iogr-423	18	11	was	be	AUX
iogr-423	18	12	used	use	VERB
iogr-423	18	13	to	to	PART
iogr-423	18	14	reconstruct	reconstruct	VERB
iogr-423	18	15	a	a	DET
iogr-423	18	16	volume	volume	NOUN
iogr-423	18	17	of	of	ADP
iogr-423	18	18	the	the	DET
iogr-423	18	19	sectioned	sectioned	ADJ
iogr-423	18	20	shale	shale	NOUN
iogr-423	18	21	material	material	NOUN
iogr-423	18	22	(	(	PUNCT
iogr-423	18	23	figure	figure	NOUN
iogr-423	18	24	2	2	NUM
iogr-423	18	25	)	)	PUNCT
iogr-423	18	26	.	.	PUNCT
iogr-423	19	1	knudsen	knudsen	PROPN
iogr-423	19	2	(	(	PUNCT
iogr-423	19	3	1909	1909	NUM
iogr-423	19	4	)	)	PUNCT
iogr-423	19	5	conducted	conduct	VERB
iogr-423	19	6	his	his	PRON
iogr-423	19	7	research	research	NOUN
iogr-423	19	8	on	on	ADP
iogr-423	19	9	the	the	DET
iogr-423	19	10	interaction	interaction	NOUN
iogr-423	19	11	between	between	ADP
iogr-423	19	12	gas	gas	NOUN
iogr-423	19	13	molecules	molecule	NOUN
iogr-423	19	14	and	and	CCONJ
iogr-423	19	15	pore	pore	ADJ
iogr-423	19	16	walls	wall	NOUN
iogr-423	19	17	and	and	CCONJ
iogr-423	19	18	explicated	explicate	VERB
iogr-423	19	19	phenomenon	phenomenon	NOUN
iogr-423	19	20	of	of	ADP
iogr-423	19	21	knudsen	knudsen	PROPN
iogr-423	19	22	diffusion	diffusion	PROPN
iogr-423	19	23	.	.	PUNCT
iogr-423	20	1	he	he	PRON
iogr-423	20	2	proposed	propose	VERB
iogr-423	20	3	the	the	DET
iogr-423	20	4	concept	concept	NOUN
iogr-423	20	5	of	of	ADP
iogr-423	20	6	knudsen	knudsen	PROPN
iogr-423	20	7	number	number	NOUN
iogr-423	20	8	and	and	CCONJ
iogr-423	20	9	used	use	VERB
iogr-423	20	10	it	it	PRON
iogr-423	20	11	to	to	PART
iogr-423	20	12	differentiate	differentiate	VERB
iogr-423	20	13	gas	gas	NOUN
iogr-423	20	14	flow	flow	NOUN
iogr-423	20	15	patterns	pattern	NOUN
iogr-423	20	16	.	.	PUNCT
iogr-423	21	1	in	in	ADP
iogr-423	21	2	the	the	DET
iogr-423	21	3	aspect	aspect	NOUN
iogr-423	21	4	of	of	ADP
iogr-423	21	5	mechanism	mechanism	NOUN
iogr-423	21	6	of	of	ADP
iogr-423	21	7	non	non	ADJ
iogr-423	21	8	-	-	ADJ
iogr-423	21	9	darcy	darcy	ADJ
iogr-423	21	10	gas	gas	NOUN
iogr-423	21	11	flow	flow	NOUN
iogr-423	21	12	in	in	ADP
iogr-423	21	13	tight	tight	ADJ
iogr-423	21	14	porous	porous	ADJ
iogr-423	21	15	media	medium	NOUN
iogr-423	21	16	and	and	CCONJ
iogr-423	21	17	based	base	VERB
iogr-423	21	18	on	on	ADP
iogr-423	21	19	the	the	DET
iogr-423	21	20	achievements	achievement	NOUN
iogr-423	21	21	of	of	ADP
iogr-423	21	22	knudt	knudt	NOUN
iogr-423	21	23	and	and	CCONJ
iogr-423	21	24	warburg	warburg	NOUN
iogr-423	21	25	(	(	PUNCT
iogr-423	21	26	1875	1875	NUM
iogr-423	21	27	)	)	PUNCT
iogr-423	21	28	,	,	PUNCT
iogr-423	21	29	klinkenberg	klinkenberg	PROPN
iogr-423	21	30	(	(	PUNCT
iogr-423	21	31	1941	1941	NUM
iogr-423	21	32	)	)	PUNCT
iogr-423	21	33	applied	apply	VERB
iogr-423	21	34	the	the	DET
iogr-423	21	35	theory	theory	NOUN
iogr-423	21	36	of	of	ADP
iogr-423	21	37	gas	gas	NOUN
iogr-423	21	38	slippage	slippage	NOUN
iogr-423	21	39	effects	effect	NOUN
iogr-423	21	40	occurring	occur	VERB
iogr-423	21	41	on	on	ADP
iogr-423	21	42	the	the	DET
iogr-423	21	43	surface	surface	NOUN
iogr-423	21	44	of	of	ADP
iogr-423	21	45	solid	solid	ADJ
iogr-423	21	46	walls	wall	NOUN
iogr-423	21	47	into	into	ADP
iogr-423	21	48	gas	gas	NOUN
iogr-423	21	49	reservoirs	reservoir	NOUN
iogr-423	21	50	and	and	CCONJ
iogr-423	21	51	presented	present	VERB
iogr-423	21	52	the	the	DET
iogr-423	21	53	corresponding	correspond	VERB
iogr-423	21	54	first	first	ADJ
iogr-423	21	55	order	order	NOUN
iogr-423	21	56	apparent	apparent	ADJ
iogr-423	21	57	permeability	permeability	NOUN
iogr-423	21	58	expression	expression	NOUN
iogr-423	21	59	.	.	PUNCT
iogr-423	22	1	beskok	beskok	PROPN
iogr-423	22	2	and	and	CCONJ
iogr-423	22	3	karniadakis	karniadakis	PROPN
iogr-423	22	4	(	(	PUNCT
iogr-423	22	5	1999	1999	NUM
iogr-423	22	6	)	)	PUNCT
iogr-423	22	7	studied	study	VERB
iogr-423	22	8	the	the	DET
iogr-423	22	9	gas	gas	NOUN
iogr-423	22	10	flow	flow	NOUN
iogr-423	22	11	mechanisms	mechanism	NOUN
iogr-423	22	12	in	in	ADP
iogr-423	22	13	tight	tight	ADJ
iogr-423	22	14	gas	gas	NOUN
iogr-423	22	15	reservoir	reservoir	NOUN
iogr-423	22	16	and	and	CCONJ
iogr-423	22	17	deduced	deduce	VERB
iogr-423	22	18	a	a	DET
iogr-423	22	19	generalized	generalized	ADJ
iogr-423	22	20	apparent	apparent	ADJ
iogr-423	22	21	permeability	permeability	NOUN
iogr-423	22	22	formula	formula	NOUN
iogr-423	22	23	which	which	PRON
iogr-423	22	24	contains	contain	VERB
iogr-423	22	25	continuum	continuum	ADJ
iogr-423	22	26	flow	flow	NOUN
iogr-423	22	27	,	,	PUNCT
iogr-423	22	28	slippage	slippage	NOUN
iogr-423	22	29	flow	flow	NOUN
iogr-423	22	30	,	,	PUNCT
iogr-423	22	31	transition	transition	NOUN
iogr-423	22	32	flow	flow	NOUN
iogr-423	22	33	and	and	CCONJ
iogr-423	22	34	molecular	molecular	ADJ
iogr-423	22	35	diffusion	diffusion	NOUN
iogr-423	22	36	flow	flow	NOUN
iogr-423	22	37	.	.	PUNCT
iogr-423	23	1	civan	civan	NOUN
iogr-423	23	2	(	(	PUNCT
iogr-423	23	3	2002	2002	NUM
iogr-423	23	4	)	)	PUNCT
iogr-423	23	5	concluded	conclude	VERB
iogr-423	23	6	that	that	SCONJ
iogr-423	23	7	gas	gas	NOUN
iogr-423	23	8	flow	flow	NOUN
iogr-423	23	9	in	in	ADP
iogr-423	23	10	tight	tight	ADJ
iogr-423	23	11	porous	porous	ADJ
iogr-423	23	12	media	medium	NOUN
iogr-423	23	13	was	be	AUX
iogr-423	23	14	subject	subject	ADJ
iogr-423	23	15	to	to	ADP
iogr-423	23	16	the	the	DET
iogr-423	23	17	integrated	integrate	VERB
iogr-423	23	18	influence	influence	NOUN
iogr-423	23	19	of	of	ADP
iogr-423	23	20	mailto:caiatwang@sina.com	mailto:caiatwang@sina.com	PROPN
iogr-423	23	21	2	2	NUM
iogr-423	23	22	darcy	darcy	NOUN
iogr-423	23	23	flow	flow	NOUN
iogr-423	23	24	,	,	PUNCT
iogr-423	23	25	slippage	slippage	NOUN
iogr-423	23	26	flow	flow	NOUN
iogr-423	23	27	and	and	CCONJ
iogr-423	23	28	knudsen	knudsen	PROPN
iogr-423	23	29	flow	flow	NOUN
iogr-423	23	30	.	.	PUNCT
iogr-423	24	1	he	he	PRON
iogr-423	24	2	also	also	ADV
iogr-423	24	3	proposed	propose	VERB
iogr-423	24	4	a	a	DET
iogr-423	24	5	triple	triple	ADJ
iogr-423	24	6	porous	porous	ADJ
iogr-423	24	7	media	medium	NOUN
iogr-423	24	8	model	model	NOUN
iogr-423	24	9	considering	consider	VERB
iogr-423	24	10	fractal	fractal	ADJ
iogr-423	24	11	characters	character	NOUN
iogr-423	24	12	to	to	PART
iogr-423	24	13	model	model	VERB
iogr-423	24	14	gas	gas	NOUN
iogr-423	24	15	flow	flow	NOUN
iogr-423	24	16	in	in	ADP
iogr-423	24	17	tight	tight	ADJ
iogr-423	24	18	reservoirs	reservoir	NOUN
iogr-423	24	19	.	.	PUNCT
iogr-423	25	1	javadpour	javadpour	PROPN
iogr-423	25	2	(	(	PUNCT
iogr-423	25	3	2007	2007	NUM
iogr-423	25	4	)	)	PUNCT
iogr-423	25	5	found	find	VERB
iogr-423	25	6	that	that	SCONJ
iogr-423	25	7	the	the	DET
iogr-423	25	8	gas	gas	NOUN
iogr-423	25	9	flow	flow	NOUN
iogr-423	25	10	in	in	ADP
iogr-423	25	11	nanopores	nanopore	NOUN
iogr-423	25	12	of	of	ADP
iogr-423	25	13	shale	shale	NOUN
iogr-423	25	14	can	can	AUX
iogr-423	25	15	be	be	AUX
iogr-423	25	16	modeled	model	VERB
iogr-423	25	17	with	with	ADP
iogr-423	25	18	a	a	DET
iogr-423	25	19	diffusive	diffusive	ADJ
iogr-423	25	20	transport	transport	NOUN
iogr-423	25	21	regime	regime	NOUN
iogr-423	25	22	with	with	ADP
iogr-423	25	23	a	a	DET
iogr-423	25	24	constant	constant	ADJ
iogr-423	25	25	diffusion	diffusion	NOUN
iogr-423	25	26	coefficient	coefficient	NOUN
iogr-423	25	27	and	and	CCONJ
iogr-423	25	28	negligible	negligible	ADJ
iogr-423	25	29	viscous	viscous	ADJ
iogr-423	25	30	effects	effect	NOUN
iogr-423	25	31	.	.	PUNCT
iogr-423	26	1	they	they	PRON
iogr-423	26	2	deduced	deduce	VERB
iogr-423	26	3	a	a	DET
iogr-423	26	4	new	new	ADJ
iogr-423	26	5	diffusion	diffusion	NOUN
iogr-423	26	6	model	model	NOUN
iogr-423	26	7	and	and	CCONJ
iogr-423	26	8	proposed	propose	VERB
iogr-423	26	9	the	the	DET
iogr-423	26	10	diffusion	diffusion	NOUN
iogr-423	26	11	coefficient	coefficient	NOUN
iogr-423	26	12	for	for	ADP
iogr-423	26	13	gas	gas	NOUN
iogr-423	26	14	flow	flow	NOUN
iogr-423	26	15	in	in	ADP
iogr-423	26	16	nanopores	nanopore	NOUN
iogr-423	26	17	of	of	ADP
iogr-423	26	18	shale	shale	NOUN
iogr-423	26	19	.	.	PUNCT
iogr-423	27	1	the	the	DET
iogr-423	27	2	obtained	obtain	VERB
iogr-423	27	3	diffusion	diffusion	NOUN
iogr-423	27	4	coefficient	coefficient	NOUN
iogr-423	27	5	is	be	AUX
iogr-423	27	6	consistent	consistent	ADJ
iogr-423	27	7	with	with	ADP
iogr-423	27	8	the	the	DET
iogr-423	27	9	knudsen	knudsen	PROPN
iogr-423	27	10	flow	flow	NOUN
iogr-423	27	11	which	which	PRON
iogr-423	27	12	supports	support	VERB
iogr-423	27	13	the	the	DET
iogr-423	27	14	slip	slip	NOUN
iogr-423	27	15	boundary	boundary	ADJ
iogr-423	27	16	condition	condition	NOUN
iogr-423	27	17	at	at	ADP
iogr-423	27	18	the	the	DET
iogr-423	27	19	nanopore	nanopore	ADJ
iogr-423	27	20	surfaces	surface	NOUN
iogr-423	27	21	.	.	PUNCT
iogr-423	28	1	this	this	DET
iogr-423	28	2	model	model	NOUN
iogr-423	28	3	can	can	AUX
iogr-423	28	4	be	be	AUX
iogr-423	28	5	used	use	VERB
iogr-423	28	6	for	for	ADP
iogr-423	28	7	shale	shale	NOUN
iogr-423	28	8	gas	gas	NOUN
iogr-423	28	9	development	development	NOUN
iogr-423	28	10	evaluation	evaluation	NOUN
iogr-423	28	11	and	and	CCONJ
iogr-423	28	12	production	production	NOUN
iogr-423	28	13	optimization	optimization	NOUN
iogr-423	28	14	.	.	PUNCT
iogr-423	29	1	figure	figure	NOUN
iogr-423	29	2	1	1	NUM
iogr-423	29	3	—	—	PUNCT
iogr-423	29	4	cross	cross	ADJ
iogr-423	29	5	-	-	ADJ
iogr-423	29	6	sectional	sectional	ADJ
iogr-423	29	7	slices	slice	NOUN
iogr-423	29	8	by	by	ADP
iogr-423	29	9	fib	fib	ADJ
iogr-423	29	10	-	-	PUNCT
iogr-423	29	11	sem	sem	NOUN
iogr-423	29	12	.	.	PUNCT
iogr-423	30	1	figure	figure	NOUN
iogr-423	30	2	2	2	NUM
iogr-423	30	3	—	—	PUNCT
iogr-423	30	4	a	a	DET
iogr-423	30	5	3d	3d	NUM
iogr-423	30	6	shale	shale	NOUN
iogr-423	30	7	reservoir	reservoir	PROPN
iogr-423	30	8	model	model	NOUN
iogr-423	30	9	reconstructed	reconstruct	VERB
iogr-423	30	10	by	by	ADP
iogr-423	30	11	fib	fib	ADJ
iogr-423	30	12	-	-	PUNCT
iogr-423	30	13	sem	sem	NOUN
iogr-423	30	14	.	.	PUNCT
iogr-423	31	1	a	a	DET
iogr-423	31	2	higher	high	ADJ
iogr-423	31	3	-	-	PUNCT
iogr-423	31	4	order	order	NOUN
iogr-423	31	5	permeability	permeability	NOUN
iogr-423	31	6	correlation	correlation	NOUN
iogr-423	31	7	for	for	ADP
iogr-423	31	8	gas	gas	NOUN
iogr-423	31	9	flow	flow	NOUN
iogr-423	31	10	called	call	VERB
iogr-423	31	11	knudsen	knudsen	PROPN
iogr-423	31	12	’s	’s	PART
iogr-423	31	13	permeability	permeability	NOUN
iogr-423	31	14	was	be	AUX
iogr-423	31	15	deduced	deduce	VERB
iogr-423	31	16	by	by	ADP
iogr-423	31	17	ziarani	ziarani	PROPN
iogr-423	31	18	and	and	CCONJ
iogr-423	31	19	aguilera	aguilera	PROPN
iogr-423	31	20	(	(	PUNCT
iogr-423	31	21	2011	2011	NUM
iogr-423	31	22	)	)	PUNCT
iogr-423	31	23	.	.	PUNCT
iogr-423	32	1	as	as	SCONJ
iogr-423	32	2	opposed	oppose	VERB
iogr-423	32	3	to	to	ADP
iogr-423	32	4	klinkenberg	klinkenberg	PROPN
iogr-423	32	5	’s	’s	PART
iogr-423	32	6	correlation	correlation	NOUN
iogr-423	32	7	,	,	PUNCT
iogr-423	32	8	which	which	PRON
iogr-423	32	9	is	be	AUX
iogr-423	32	10	a	a	DET
iogr-423	32	11	first	first	ADJ
iogr-423	32	12	-	-	PUNCT
iogr-423	32	13	order	order	NOUN
iogr-423	32	14	equation	equation	NOUN
iogr-423	32	15	,	,	PUNCT
iogr-423	32	16	knudsen	knudsen	PROPN
iogr-423	32	17	’s	’s	PART
iogr-423	32	18	correlation	correlation	NOUN
iogr-423	32	19	is	be	AUX
iogr-423	32	20	a	a	DET
iogr-423	32	21	second	second	ADJ
iogr-423	32	22	-	-	PUNCT
iogr-423	32	23	order	order	NOUN
iogr-423	32	24	approximation	approximation	NOUN
iogr-423	32	25	.	.	PUNCT
iogr-423	33	1	they	they	PRON
iogr-423	33	2	concluded	conclude	VERB
iogr-423	33	3	that	that	SCONJ
iogr-423	33	4	knudsen	knudsen	PROPN
iogr-423	33	5	’s	’s	PART
iogr-423	33	6	permeability	permeability	NOUN
iogr-423	33	7	correlation	correlation	NOUN
iogr-423	33	8	was	be	AUX
iogr-423	33	9	more	more	ADV
iogr-423	33	10	accurate	accurate	ADJ
iogr-423	33	11	than	than	ADP
iogr-423	33	12	klinkenberg	klinkenberg	PROPN
iogr-423	33	13	’s	’s	PART
iogr-423	33	14	model	model	NOUN
iogr-423	33	15	especially	especially	ADV
iogr-423	33	16	for	for	ADP
iogr-423	33	17	extremely	extremely	ADV
iogr-423	33	18	tight	tight	ADJ
iogr-423	33	19	porous	porous	ADJ
iogr-423	33	20	media	medium	NOUN
iogr-423	33	21	with	with	ADP
iogr-423	33	22	transitional	transitional	ADJ
iogr-423	33	23	and	and	CCONJ
iogr-423	33	24	free	free	ADJ
iogr-423	33	25	molecular	molecular	ADJ
iogr-423	33	26	flow	flow	NOUN
iogr-423	33	27	regimes	regime	NOUN
iogr-423	33	28	.	.	PUNCT
iogr-423	34	1	the	the	DET
iogr-423	34	2	results	result	NOUN
iogr-423	34	3	from	from	ADP
iogr-423	34	4	their	their	PRON
iogr-423	34	5	study	study	NOUN
iogr-423	34	6	indicated	indicate	VERB
iogr-423	34	7	that	that	SCONJ
iogr-423	34	8	klinkenberg	klinkenberg	PROPN
iogr-423	34	9	’s	’s	PART
iogr-423	34	10	model	model	NOUN
iogr-423	34	11	and	and	CCONJ
iogr-423	34	12	various	various	ADJ
iogr-423	34	13	extensions	extension	NOUN
iogr-423	34	14	developed	develop	VERB
iogr-423	34	15	throughout	throughout	ADP
iogr-423	34	16	the	the	DET
iogr-423	34	17	past	past	ADJ
iogr-423	34	18	years	year	NOUN
iogr-423	34	19	underestimate	underestimate	VERB
iogr-423	34	20	the	the	DET
iogr-423	34	21	permeability	permeability	NOUN
iogr-423	34	22	correction	correction	NOUN
iogr-423	34	23	especially	especially	ADV
iogr-423	34	24	for	for	ADP
iogr-423	34	25	the	the	DET
iogr-423	34	26	case	case	NOUN
iogr-423	34	27	of	of	ADP
iogr-423	34	28	fluid	fluid	ADJ
iogr-423	34	29	flow	flow	NOUN
iogr-423	34	30	with	with	ADP
iogr-423	34	31	the	the	DET
iogr-423	34	32	high	high	ADJ
iogr-423	34	33	knudsen	knudsen	PROPN
iogr-423	34	34	number	number	NOUN
iogr-423	34	35	.	.	PUNCT
iogr-423	35	1	what	what	PRON
iogr-423	35	2	’s	’	VERB
iogr-423	35	3	more	more	ADJ
iogr-423	35	4	,	,	PUNCT
iogr-423	35	5	there	there	PRON
iogr-423	35	6	are	be	VERB
iogr-423	35	7	a	a	DET
iogr-423	35	8	large	large	ADJ
iogr-423	35	9	amount	amount	NOUN
iogr-423	35	10	of	of	ADP
iogr-423	35	11	gas	gas	NOUN
iogr-423	35	12	adsorbed	adsorb	VERB
iogr-423	35	13	on	on	ADP
iogr-423	35	14	the	the	DET
iogr-423	35	15	surface	surface	NOUN
iogr-423	35	16	of	of	ADP
iogr-423	35	17	pore	pore	ADJ
iogr-423	35	18	walls	wall	NOUN
iogr-423	35	19	of	of	ADP
iogr-423	35	20	shale	shale	NOUN
iogr-423	35	21	which	which	PRON
iogr-423	35	22	will	will	AUX
iogr-423	35	23	highly	highly	ADV
iogr-423	35	24	affect	affect	VERB
iogr-423	35	25	shale	shale	NOUN
iogr-423	35	26	gas	gas	NOUN
iogr-423	35	27	in	in	ADP
iogr-423	35	28	place	place	NOUN
iogr-423	35	29	evaluation	evaluation	NOUN
iogr-423	35	30	,	,	PUNCT
iogr-423	35	31	apparent	apparent	ADJ
iogr-423	35	32	permeability	permeability	NOUN
iogr-423	35	33	calculation	calculation	NOUN
iogr-423	35	34	and	and	CCONJ
iogr-423	35	35	shale	shale	NOUN
iogr-423	35	36	gas	gas	NOUN
iogr-423	35	37	production	production	NOUN
iogr-423	35	38	prediction	prediction	NOUN
iogr-423	35	39	.	.	PUNCT
iogr-423	36	1	3	3	NUM
iogr-423	36	2	ambrose	ambrose	NOUN
iogr-423	36	3	(	(	PUNCT
iogr-423	36	4	2012	2012	NUM
iogr-423	36	5	)	)	PUNCT
iogr-423	36	6	combined	combine	VERB
iogr-423	36	7	the	the	DET
iogr-423	36	8	langmuir	langmuir	PROPN
iogr-423	36	9	adsorption	adsorption	NOUN
iogr-423	36	10	isotherm	isotherm	NOUN
iogr-423	36	11	with	with	ADP
iogr-423	36	12	the	the	DET
iogr-423	36	13	volumetrics	volumetric	NOUN
iogr-423	36	14	for	for	ADP
iogr-423	36	15	free	free	ADJ
iogr-423	36	16	gas	gas	NOUN
iogr-423	36	17	and	and	CCONJ
iogr-423	36	18	formulate	formulate	VERB
iogr-423	36	19	a	a	DET
iogr-423	36	20	new	new	ADJ
iogr-423	36	21	gas	gas	NOUN
iogr-423	36	22	-	-	PUNCT
iogr-423	36	23	in	in	ADP
iogr-423	36	24	-	-	PUNCT
iogr-423	36	25	place	place	NOUN
iogr-423	36	26	equation	equation	NOUN
iogr-423	36	27	accounting	account	VERB
iogr-423	36	28	for	for	ADP
iogr-423	36	29	the	the	DET
iogr-423	36	30	pore	pore	ADJ
iogr-423	36	31	space	space	NOUN
iogr-423	36	32	taken	take	VERB
iogr-423	36	33	up	up	ADP
iogr-423	36	34	by	by	ADP
iogr-423	36	35	the	the	DET
iogr-423	36	36	sorbed	sorb	VERB
iogr-423	36	37	phase	phase	NOUN
iogr-423	36	38	.	.	PUNCT
iogr-423	37	1	the	the	DET
iogr-423	37	2	calculation	calculation	NOUN
iogr-423	37	3	result	result	NOUN
iogr-423	37	4	showed	show	VERB
iogr-423	37	5	the	the	DET
iogr-423	37	6	role	role	NOUN
iogr-423	37	7	of	of	ADP
iogr-423	37	8	sorbed	sorb	VERB
iogr-423	37	9	gas	gas	NOUN
iogr-423	37	10	is	be	AUX
iogr-423	37	11	more	more	ADV
iogr-423	37	12	important	important	ADJ
iogr-423	37	13	than	than	ADP
iogr-423	37	14	previous	previous	ADJ
iogr-423	37	15	thought	thought	NOUN
iogr-423	37	16	and	and	CCONJ
iogr-423	37	17	a	a	DET
iogr-423	37	18	10	10	NUM
iogr-423	37	19	-	-	SYM
iogr-423	37	20	25	25	NUM
iogr-423	37	21	%	%	NOUN
iogr-423	37	22	decrease	decrease	NOUN
iogr-423	37	23	in	in	ADP
iogr-423	37	24	total	total	ADJ
iogr-423	37	25	gas	gas	NOUN
iogr-423	37	26	-	-	PUNCT
iogr-423	37	27	storage	storage	NOUN
iogr-423	37	28	capacity	capacity	NOUN
iogr-423	37	29	compared	compare	VERB
iogr-423	37	30	with	with	ADP
iogr-423	37	31	that	that	PRON
iogr-423	37	32	using	use	VERB
iogr-423	37	33	the	the	DET
iogr-423	37	34	conventional	conventional	ADJ
iogr-423	37	35	approach	approach	NOUN
iogr-423	37	36	.	.	PUNCT
iogr-423	38	1	based	base	VERB
iogr-423	38	2	on	on	ADP
iogr-423	38	3	scanning	scan	VERB
iogr-423	38	4	electron	electron	NOUN
iogr-423	38	5	microscope	microscope	NOUN
iogr-423	38	6	images	image	NOUN
iogr-423	38	7	and	and	CCONJ
iogr-423	38	8	a	a	DET
iogr-423	38	9	drainage	drainage	NOUN
iogr-423	38	10	experiment	experiment	NOUN
iogr-423	38	11	in	in	ADP
iogr-423	38	12	shale	shale	NOUN
iogr-423	38	13	,	,	PUNCT
iogr-423	38	14	sakhaee	sakhaee	NOUN
iogr-423	38	15	-	-	PUNCT
iogr-423	38	16	pour	pour	NOUN
iogr-423	38	17	and	and	CCONJ
iogr-423	38	18	bryant	bryant	PROPN
iogr-423	38	19	(	(	PUNCT
iogr-423	38	20	2012	2012	NUM
iogr-423	38	21	)	)	PUNCT
iogr-423	38	22	analyze	analyze	VERB
iogr-423	38	23	the	the	DET
iogr-423	38	24	effects	effect	NOUN
iogr-423	38	25	of	of	ADP
iogr-423	38	26	adsorbed	adsorb	VERB
iogr-423	38	27	layers	layer	NOUN
iogr-423	38	28	of	of	ADP
iogr-423	38	29	methane	methane	NOUN
iogr-423	38	30	and	and	CCONJ
iogr-423	38	31	of	of	ADP
iogr-423	38	32	gas	gas	NOUN
iogr-423	38	33	slippage	slippage	NOUN
iogr-423	38	34	at	at	ADP
iogr-423	38	35	pore	pore	ADJ
iogr-423	38	36	walls	wall	NOUN
iogr-423	38	37	on	on	ADP
iogr-423	38	38	the	the	DET
iogr-423	38	39	flow	flow	NOUN
iogr-423	38	40	behavior	behavior	NOUN
iogr-423	38	41	in	in	ADP
iogr-423	38	42	individual	individual	ADJ
iogr-423	38	43	conduits	conduit	NOUN
iogr-423	38	44	of	of	ADP
iogr-423	38	45	simple	simple	ADJ
iogr-423	38	46	geometry	geometry	NOUN
iogr-423	38	47	and	and	CCONJ
iogr-423	38	48	in	in	ADP
iogr-423	38	49	networks	network	NOUN
iogr-423	38	50	of	of	ADP
iogr-423	38	51	such	such	ADJ
iogr-423	38	52	conduits	conduit	NOUN
iogr-423	38	53	.	.	PUNCT
iogr-423	39	1	at	at	ADP
iogr-423	39	2	large	large	ADJ
iogr-423	39	3	pressures	pressure	NOUN
iogr-423	39	4	such	such	ADJ
iogr-423	39	5	as	as	ADP
iogr-423	39	6	typical	typical	ADJ
iogr-423	39	7	initial	initial	ADJ
iogr-423	39	8	shale	shale	NOUN
iogr-423	39	9	-	-	PUNCT
iogr-423	39	10	gas	gas	NOUN
iogr-423	39	11	-	-	PUNCT
iogr-423	39	12	reservoir	reservoir	NOUN
iogr-423	39	13	pressures	pressure	NOUN
iogr-423	39	14	,	,	PUNCT
iogr-423	39	15	the	the	DET
iogr-423	39	16	effect	effect	NOUN
iogr-423	39	17	of	of	ADP
iogr-423	39	18	the	the	DET
iogr-423	39	19	adsorbed	adsorb	VERB
iogr-423	39	20	layer	layer	NOUN
iogr-423	39	21	dominates	dominate	VERB
iogr-423	39	22	the	the	DET
iogr-423	39	23	effect	effect	NOUN
iogr-423	39	24	of	of	ADP
iogr-423	39	25	slip	slip	NOUN
iogr-423	39	26	on	on	ADP
iogr-423	39	27	gas	gas	NOUN
iogr-423	39	28	-	-	PUNCT
iogr-423	39	29	phase	phase	NOUN
iogr-423	39	30	permeability	permeability	NOUN
iogr-423	39	31	.	.	PUNCT
iogr-423	40	1	slip	slip	NOUN
iogr-423	40	2	dominates	dominate	VERB
iogr-423	40	3	at	at	ADP
iogr-423	40	4	smaller	small	ADJ
iogr-423	40	5	pressures	pressure	NOUN
iogr-423	40	6	typical	typical	ADJ
iogr-423	40	7	of	of	ADP
iogr-423	40	8	those	those	PRON
iogr-423	40	9	after	after	ADP
iogr-423	40	10	longer	long	ADJ
iogr-423	40	11	periods	period	NOUN
iogr-423	40	12	of	of	ADP
iogr-423	40	13	production	production	NOUN
iogr-423	40	14	.	.	PUNCT
iogr-423	41	1	consequently	consequently	ADV
iogr-423	41	2	,	,	PUNCT
iogr-423	41	3	the	the	DET
iogr-423	41	4	reservoir	reservoir	NOUN
iogr-423	41	5	matrix	matrix	NOUN
iogr-423	41	6	permeability	permeability	NOUN
iogr-423	41	7	is	be	AUX
iogr-423	41	8	predicted	predict	VERB
iogr-423	41	9	to	to	PART
iogr-423	41	10	increase	increase	VERB
iogr-423	41	11	significantly	significantly	ADV
iogr-423	41	12	throughout	throughout	ADP
iogr-423	41	13	the	the	DET
iogr-423	41	14	life	life	NOUN
iogr-423	41	15	of	of	ADP
iogr-423	41	16	a	a	DET
iogr-423	41	17	well	well	NOUN
iogr-423	41	18	,	,	PUNCT
iogr-423	41	19	by	by	ADP
iogr-423	41	20	a	a	DET
iogr-423	41	21	factor	factor	NOUN
iogr-423	41	22	of	of	ADP
iogr-423	41	23	4.5	4.5	NUM
iogr-423	41	24	,	,	PUNCT
iogr-423	41	25	as	as	SCONJ
iogr-423	41	26	production	production	NOUN
iogr-423	41	27	continues	continue	VERB
iogr-423	41	28	and	and	CCONJ
iogr-423	41	29	pressure	pressure	NOUN
iogr-423	41	30	declines	decline	VERB
iogr-423	41	31	.	.	PUNCT
iogr-423	42	1	the	the	DET
iogr-423	42	2	models	model	NOUN
iogr-423	42	3	predict	predict	VERB
iogr-423	42	4	that	that	SCONJ
iogr-423	42	5	the	the	DET
iogr-423	42	6	typical	typical	ADJ
iogr-423	42	7	conditions	condition	NOUN
iogr-423	42	8	for	for	ADP
iogr-423	42	9	laboratory	laboratory	NOUN
iogr-423	42	10	measurements	measurement	NOUN
iogr-423	42	11	of	of	ADP
iogr-423	42	12	permeability	permeability	NOUN
iogr-423	42	13	cause	cause	VERB
iogr-423	42	14	those	those	DET
iogr-423	42	15	values	value	NOUN
iogr-423	42	16	to	to	PART
iogr-423	42	17	overestimate	overestimate	VERB
iogr-423	42	18	field	field	NOUN
iogr-423	42	19	permeability	permeability	NOUN
iogr-423	42	20	by	by	ADP
iogr-423	42	21	as	as	ADV
iogr-423	42	22	much	much	ADJ
iogr-423	42	23	as	as	ADP
iogr-423	42	24	a	a	DET
iogr-423	42	25	factor	factor	NOUN
iogr-423	42	26	of	of	ADP
iogr-423	42	27	four	four	NUM
iogr-423	42	28	.	.	PUNCT
iogr-423	43	1	the	the	DET
iogr-423	43	2	model	model	NOUN
iogr-423	43	3	results	result	NOUN
iogr-423	43	4	are	be	AUX
iogr-423	43	5	captured	capture	VERB
iogr-423	43	6	in	in	ADP
iogr-423	43	7	simple	simple	ADJ
iogr-423	43	8	analytical	analytical	ADJ
iogr-423	43	9	expressions	expression	NOUN
iogr-423	43	10	that	that	PRON
iogr-423	43	11	allow	allow	VERB
iogr-423	43	12	convenient	convenient	ADJ
iogr-423	43	13	estimation	estimation	NOUN
iogr-423	43	14	of	of	ADP
iogr-423	43	15	these	these	DET
iogr-423	43	16	effects	effect	NOUN
iogr-423	43	17	.	.	PUNCT
iogr-423	44	1	huang	huang	PROPN
iogr-423	44	2	et	et	PROPN
iogr-423	44	3	al	al	PROPN
iogr-423	44	4	.	.	PROPN
iogr-423	44	5	(	(	PUNCT
iogr-423	44	6	2007	2007	NUM
iogr-423	44	7	)	)	PUNCT
iogr-423	44	8	established	establish	VERB
iogr-423	44	9	a	a	DET
iogr-423	44	10	comprehensive	comprehensive	ADJ
iogr-423	44	11	model	model	NOUN
iogr-423	44	12	for	for	ADP
iogr-423	44	13	multi	multi	ADJ
iogr-423	44	14	-	-	ADJ
iogr-423	44	15	scale	scale	ADJ
iogr-423	44	16	shale	shale	NOUN
iogr-423	44	17	gas	gas	NOUN
iogr-423	44	18	flow	flow	NOUN
iogr-423	44	19	which	which	PRON
iogr-423	44	20	considered	consider	VERB
iogr-423	44	21	dissolved	dissolved	ADJ
iogr-423	44	22	gas	gas	NOUN
iogr-423	44	23	diffusing	diffuse	VERB
iogr-423	44	24	in	in	ADP
iogr-423	44	25	kerogen	kerogen	NOUN
iogr-423	44	26	bulk	bulk	NOUN
iogr-423	44	27	,	,	PUNCT
iogr-423	44	28	desorption	desorption	NOUN
iogr-423	44	29	gas	gas	NOUN
iogr-423	44	30	on	on	ADP
iogr-423	44	31	the	the	DET
iogr-423	44	32	pore	pore	ADJ
iogr-423	44	33	walls	wall	NOUN
iogr-423	44	34	,	,	PUNCT
iogr-423	44	35	knudsen	knudsen	PROPN
iogr-423	44	36	diffusion	diffusion	NOUN
iogr-423	44	37	and	and	CCONJ
iogr-423	44	38	slippage	slippage	NOUN
iogr-423	44	39	effects	effect	NOUN
iogr-423	44	40	in	in	ADP
iogr-423	44	41	nanopores	nanopore	NOUN
iogr-423	44	42	,	,	PUNCT
iogr-423	44	43	and	and	CCONJ
iogr-423	44	44	conventional	conventional	ADJ
iogr-423	44	45	gas	gas	NOUN
iogr-423	44	46	flow	flow	NOUN
iogr-423	44	47	in	in	ADP
iogr-423	44	48	fracture	fracture	NOUN
iogr-423	44	49	network	network	NOUN
iogr-423	44	50	towards	towards	ADP
iogr-423	44	51	the	the	DET
iogr-423	44	52	wellbore	wellbore	NOUN
iogr-423	44	53	.	.	PUNCT
iogr-423	45	1	it	it	PRON
iogr-423	45	2	was	be	AUX
iogr-423	45	3	found	find	VERB
iogr-423	45	4	that	that	SCONJ
iogr-423	45	5	desorption	desorption	NOUN
iogr-423	45	6	,	,	PUNCT
iogr-423	45	7	knudsen	knudsen	PROPN
iogr-423	45	8	diffusion	diffusion	NOUN
iogr-423	45	9	and	and	CCONJ
iogr-423	45	10	slippage	slippage	NOUN
iogr-423	45	11	flow	flow	NOUN
iogr-423	45	12	in	in	ADP
iogr-423	45	13	nanopores	nanopore	NOUN
iogr-423	45	14	have	have	VERB
iogr-423	45	15	significant	significant	ADJ
iogr-423	45	16	influences	influence	NOUN
iogr-423	45	17	on	on	ADP
iogr-423	45	18	transient	transient	ADJ
iogr-423	45	19	flow	flow	NOUN
iogr-423	45	20	behavior	behavior	NOUN
iogr-423	45	21	.	.	PUNCT
iogr-423	46	1	the	the	DET
iogr-423	46	2	desorption	desorption	NOUN
iogr-423	46	3	effect	effect	NOUN
iogr-423	46	4	could	could	AUX
iogr-423	46	5	supplement	supplement	VERB
iogr-423	46	6	gas	gas	NOUN
iogr-423	46	7	to	to	ADP
iogr-423	46	8	the	the	DET
iogr-423	46	9	reservoir	reservoir	NOUN
iogr-423	46	10	,	,	PUNCT
iogr-423	46	11	effects	effect	NOUN
iogr-423	46	12	of	of	ADP
iogr-423	46	13	diffusion	diffusion	NOUN
iogr-423	46	14	and	and	CCONJ
iogr-423	46	15	slippage	slippage	NOUN
iogr-423	46	16	could	could	AUX
iogr-423	46	17	increase	increase	VERB
iogr-423	46	18	the	the	DET
iogr-423	46	19	apparent	apparent	ADJ
iogr-423	46	20	permeability	permeability	NOUN
iogr-423	46	21	and	and	CCONJ
iogr-423	46	22	ease	ease	VERB
iogr-423	46	23	gas	gas	NOUN
iogr-423	46	24	flow	flow	NOUN
iogr-423	46	25	in	in	ADP
iogr-423	46	26	nanopores	nanopore	NOUN
iogr-423	46	27	,	,	PUNCT
iogr-423	46	28	all	all	PRON
iogr-423	46	29	of	of	ADP
iogr-423	46	30	them	they	PRON
iogr-423	46	31	decrease	decrease	VERB
iogr-423	46	32	the	the	DET
iogr-423	46	33	rate	rate	NOUN
iogr-423	46	34	of	of	ADP
iogr-423	46	35	pressure	pressure	NOUN
iogr-423	46	36	depletion	depletion	NOUN
iogr-423	46	37	in	in	ADP
iogr-423	46	38	shale	shale	NOUN
iogr-423	46	39	gas	gas	NOUN
iogr-423	46	40	reservoir	reservoir	NOUN
iogr-423	46	41	.	.	PUNCT
iogr-423	47	1	the	the	DET
iogr-423	47	2	purpose	purpose	NOUN
iogr-423	47	3	of	of	ADP
iogr-423	47	4	this	this	DET
iogr-423	47	5	paper	paper	NOUN
iogr-423	47	6	is	be	AUX
iogr-423	47	7	to	to	PART
iogr-423	47	8	figure	figure	VERB
iogr-423	47	9	out	out	ADP
iogr-423	47	10	the	the	DET
iogr-423	47	11	relationship	relationship	NOUN
iogr-423	47	12	among	among	ADP
iogr-423	47	13	matrix	matrix	NOUN
iogr-423	47	14	,	,	PUNCT
iogr-423	47	15	natural	natural	ADJ
iogr-423	47	16	fractures	fracture	NOUN
iogr-423	47	17	and	and	CCONJ
iogr-423	47	18	kerogen	kerogen	NOUN
iogr-423	47	19	and	and	CCONJ
iogr-423	47	20	clarify	clarify	VERB
iogr-423	47	21	the	the	DET
iogr-423	47	22	gas	gas	NOUN
iogr-423	47	23	flow	flow	NOUN
iogr-423	47	24	mechanism	mechanism	NOUN
iogr-423	47	25	in	in	ADP
iogr-423	47	26	these	these	DET
iogr-423	47	27	porous	porous	ADJ
iogr-423	47	28	media	medium	NOUN
iogr-423	47	29	.	.	PUNCT
iogr-423	48	1	scales	scale	NOUN
iogr-423	48	2	for	for	ADP
iogr-423	48	3	shale	shale	NOUN
iogr-423	48	4	gas	gas	NOUN
iogr-423	48	5	flow	flow	NOUN
iogr-423	48	6	javadpour	javadpour	PROPN
iogr-423	48	7	et	et	PROPN
iogr-423	48	8	al	al	PROPN
iogr-423	48	9	.	.	PUNCT
iogr-423	49	1	(	(	PUNCT
iogr-423	49	2	2007	2007	NUM
iogr-423	49	3	)	)	PUNCT
iogr-423	49	4	proposed	propose	VERB
iogr-423	49	5	the	the	DET
iogr-423	49	6	concept	concept	NOUN
iogr-423	49	7	of	of	ADP
iogr-423	49	8	transport	transport	NOUN
iogr-423	49	9	regime	regime	NOUN
iogr-423	49	10	which	which	PRON
iogr-423	49	11	divided	divide	VERB
iogr-423	49	12	the	the	DET
iogr-423	49	13	gas	gas	NOUN
iogr-423	49	14	flow	flow	NOUN
iogr-423	49	15	in	in	ADP
iogr-423	49	16	shale	shale	ADJ
iogr-423	49	17	porous	porous	ADJ
iogr-423	49	18	media	medium	NOUN
iogr-423	49	19	into	into	ADP
iogr-423	49	20	five	five	NUM
iogr-423	49	21	scales	scale	NOUN
iogr-423	49	22	,	,	PUNCT
iogr-423	49	23	shown	show	VERB
iogr-423	49	24	in	in	ADP
iogr-423	49	25	figure	figure	NOUN
iogr-423	49	26	3	3	NUM
iogr-423	49	27	.	.	PUNCT
iogr-423	50	1	(	(	PUNCT
iogr-423	50	2	a	a	PRON
iogr-423	50	3	)	)	PUNCT
iogr-423	50	4	macroscale	macroscale	NOUN
iogr-423	50	5	,	,	PUNCT
iogr-423	50	6	referring	refer	VERB
iogr-423	50	7	to	to	ADP
iogr-423	50	8	gas	gas	NOUN
iogr-423	50	9	flow	flow	NOUN
iogr-423	50	10	from	from	ADP
iogr-423	50	11	shale	shale	NOUN
iogr-423	50	12	gas	gas	NOUN
iogr-423	50	13	reservoir	reservoir	NOUN
iogr-423	50	14	to	to	PART
iogr-423	50	15	wellbore	wellbore	VERB
iogr-423	50	16	(	(	PUNCT
iogr-423	50	17	i.e.	i.e.	X
iogr-423	50	18	,	,	PUNCT
iogr-423	50	19	methane	methane	NOUN
iogr-423	50	20	flow	flow	NOUN
iogr-423	50	21	from	from	ADP
iogr-423	50	22	hydraulic	hydraulic	ADJ
iogr-423	50	23	fractures	fracture	NOUN
iogr-423	50	24	and	and	CCONJ
iogr-423	50	25	stimulated	stimulate	VERB
iogr-423	50	26	reservoir	reservoir	NOUN
iogr-423	50	27	network	network	NOUN
iogr-423	50	28	to	to	PART
iogr-423	50	29	wellbore	wellbore	VERB
iogr-423	50	30	;	;	PUNCT
iogr-423	50	31	(	(	PUNCT
iogr-423	50	32	b	b	X
iogr-423	50	33	)	)	PUNCT
iogr-423	50	34	mesoscale	mesoscale	NOUN
iogr-423	50	35	,	,	PUNCT
iogr-423	50	36	referring	refer	VERB
iogr-423	50	37	to	to	ADP
iogr-423	50	38	gas	gas	NOUN
iogr-423	50	39	flow	flow	NOUN
iogr-423	50	40	in	in	ADP
iogr-423	50	41	natural	natural	ADJ
iogr-423	50	42	fractures	fracture	NOUN
iogr-423	50	43	;	;	PUNCT
iogr-423	50	44	(	(	PUNCT
iogr-423	50	45	c	c	X
iogr-423	50	46	)	)	PUNCT
iogr-423	50	47	microscale	microscale	NOUN
iogr-423	50	48	,	,	PUNCT
iogr-423	50	49	referring	refer	VERB
iogr-423	50	50	to	to	ADP
iogr-423	50	51	gas	gas	NOUN
iogr-423	50	52	flow	flow	NOUN
iogr-423	50	53	in	in	ADP
iogr-423	50	54	nanopores	nanopore	NOUN
iogr-423	50	55	;	;	PUNCT
iogr-423	50	56	(	(	PUNCT
iogr-423	50	57	d	d	X
iogr-423	50	58	)	)	PUNCT
iogr-423	50	59	nanoscale	nanoscale	NOUN
iogr-423	50	60	,	,	PUNCT
iogr-423	50	61	referring	refer	VERB
iogr-423	50	62	to	to	ADP
iogr-423	50	63	desorption	desorption	NOUN
iogr-423	50	64	of	of	ADP
iogr-423	50	65	gas	gas	NOUN
iogr-423	50	66	from	from	ADP
iogr-423	50	67	nanopore	nanopore	ADJ
iogr-423	50	68	walls	wall	NOUN
iogr-423	50	69	;	;	PUNCT
iogr-423	50	70	(	(	PUNCT
iogr-423	50	71	e	e	NOUN
iogr-423	50	72	)	)	PUNCT
iogr-423	50	73	molecular	molecular	ADJ
iogr-423	50	74	scale	scale	NOUN
iogr-423	50	75	,	,	PUNCT
iogr-423	50	76	referring	refer	VERB
iogr-423	50	77	to	to	ADP
iogr-423	50	78	diffusion	diffusion	NOUN
iogr-423	50	79	of	of	ADP
iogr-423	50	80	dissolved	dissolved	ADJ
iogr-423	50	81	gas	gas	NOUN
iogr-423	50	82	in	in	ADP
iogr-423	50	83	kerogens	kerogen	NOUN
iogr-423	50	84	.	.	PUNCT
iogr-423	51	1	shale	shale	NOUN
iogr-423	51	2	reservoir	reservoir	NOUN
iogr-423	51	3	models	model	NOUN
iogr-423	51	4	of	of	ADP
iogr-423	51	5	triple	triple	ADJ
iogr-423	51	6	porous	porous	ADJ
iogr-423	51	7	media	medium	NOUN
iogr-423	51	8	the	the	DET
iogr-423	51	9	triple	triple	ADJ
iogr-423	51	10	porous	porous	ADJ
iogr-423	51	11	media	medium	NOUN
iogr-423	51	12	model	model	NOUN
iogr-423	51	13	,	,	PUNCT
iogr-423	51	14	which	which	PRON
iogr-423	51	15	includes	include	VERB
iogr-423	51	16	vuggy	vuggy	NOUN
iogr-423	51	17	pores	pore	NOUN
iogr-423	51	18	,	,	PUNCT
iogr-423	51	19	matrix	matrix	NOUN
iogr-423	51	20	and	and	CCONJ
iogr-423	51	21	fractures	fracture	NOUN
iogr-423	51	22	,	,	PUNCT
iogr-423	51	23	has	have	AUX
iogr-423	51	24	already	already	ADV
iogr-423	51	25	been	be	AUX
iogr-423	51	26	widely	widely	ADV
iogr-423	51	27	used	use	VERB
iogr-423	51	28	in	in	ADP
iogr-423	51	29	carbonate	carbonate	NOUN
iogr-423	51	30	reservoirs	reservoir	NOUN
iogr-423	51	31	.	.	PUNCT
iogr-423	52	1	the	the	DET
iogr-423	52	2	fluid	fluid	ADJ
iogr-423	52	3	flow	flow	NOUN
iogr-423	52	4	in	in	ADP
iogr-423	52	5	carbonate	carbonate	NOUN
iogr-423	52	6	reservoir	reservoir	PROPN
iogr-423	52	7	follow	follow	VERB
iogr-423	52	8	the	the	DET
iogr-423	52	9	principle	principle	NOUN
iogr-423	52	10	of	of	ADP
iogr-423	52	11	darcy	darcy	PROPN
iogr-423	52	12	law	law	PROPN
iogr-423	52	13	.	.	PUNCT
iogr-423	53	1	different	different	ADJ
iogr-423	53	2	from	from	ADP
iogr-423	53	3	carbonate	carbonate	NOUN
iogr-423	53	4	reservoirs	reservoir	NOUN
iogr-423	53	5	,	,	PUNCT
iogr-423	53	6	gas	gas	NOUN
iogr-423	53	7	flow	flow	NOUN
iogr-423	53	8	in	in	ADP
iogr-423	53	9	shale	shale	NOUN
iogr-423	53	10	reservoirs	reservoir	NOUN
iogr-423	53	11	contain	contain	VERB
iogr-423	53	12	both	both	DET
iogr-423	53	13	darcy	darcy	PROPN
iogr-423	53	14	flow	flow	NOUN
iogr-423	53	15	and	and	CCONJ
iogr-423	53	16	non	non	ADJ
iogr-423	53	17	-	-	ADJ
iogr-423	53	18	darcy	darcy	ADJ
iogr-423	53	19	flow	flow	NOUN
iogr-423	53	20	(	(	PUNCT
iogr-423	53	21	e.g.	e.g.	ADV
iogr-423	53	22	,	,	PUNCT
iogr-423	53	23	slippage	slippage	NOUN
iogr-423	53	24	,	,	PUNCT
iogr-423	53	25	desorption	desorption	NOUN
iogr-423	53	26	,	,	PUNCT
iogr-423	53	27	diffusion	diffusion	NOUN
iogr-423	53	28	,	,	PUNCT
iogr-423	53	29	et	et	PROPN
iogr-423	53	30	al	al	PROPN
iogr-423	53	31	.	.	PROPN
iogr-423	53	32	)	)	PUNCT
iogr-423	53	33	.	.	PUNCT
iogr-423	54	1	it	it	PRON
iogr-423	54	2	is	be	AUX
iogr-423	54	3	discovered	discover	VERB
iogr-423	54	4	that	that	SCONJ
iogr-423	54	5	there	there	PRON
iogr-423	54	6	are	be	VERB
iogr-423	54	7	substantial	substantial	ADJ
iogr-423	54	8	volumes	volume	NOUN
iogr-423	54	9	of	of	ADP
iogr-423	54	10	methane	methane	NOUN
iogr-423	54	11	dissolved	dissolve	VERB
iogr-423	54	12	in	in	ADP
iogr-423	54	13	organic	organic	ADJ
iogr-423	54	14	matters	matter	NOUN
iogr-423	54	15	(	(	PUNCT
iogr-423	54	16	ross	ross	NOUN
iogr-423	54	17	and	and	CCONJ
iogr-423	54	18	bustin	bustin	VERB
iogr-423	54	19	2009	2009	NUM
iogr-423	54	20	)	)	PUNCT
iogr-423	54	21	.	.	PUNCT
iogr-423	55	1	according	accord	VERB
iogr-423	55	2	to	to	ADP
iogr-423	55	3	the	the	DET
iogr-423	55	4	gas	gas	NOUN
iogr-423	55	5	transport	transport	NOUN
iogr-423	55	6	regime	regime	NOUN
iogr-423	55	7	proposed	propose	VERB
iogr-423	55	8	by	by	ADP
iogr-423	55	9	javadpour	javadpour	PROPN
iogr-423	55	10	(	(	PUNCT
iogr-423	55	11	2007	2007	NUM
iogr-423	55	12	)	)	PUNCT
iogr-423	55	13	,	,	PUNCT
iogr-423	55	14	flow	flow	NOUN
iogr-423	55	15	of	of	ADP
iogr-423	55	16	dissolved	dissolved	ADJ
iogr-423	55	17	gas	gas	NOUN
iogr-423	55	18	in	in	ADP
iogr-423	55	19	kerogen	kerogen	NOUN
iogr-423	55	20	adheres	adhere	NOUN
iogr-423	55	21	to	to	ADP
iogr-423	55	22	henry	henry	PROPN
iogr-423	55	23	diffusion	diffusion	NOUN
iogr-423	55	24	equation	equation	NOUN
iogr-423	55	25	(	(	PUNCT
iogr-423	55	26	huang	huang	PROPN
iogr-423	55	27	et	et	PROPN
iogr-423	55	28	al	al	PROPN
iogr-423	55	29	.	.	PROPN
iogr-423	55	30	2007	2007	NUM
iogr-423	55	31	)	)	PUNCT
iogr-423	55	32	which	which	PRON
iogr-423	55	33	belongs	belong	VERB
iogr-423	55	34	to	to	ADP
iogr-423	55	35	molecular	molecular	ADJ
iogr-423	55	36	scale	scale	NOUN
iogr-423	55	37	.	.	PUNCT
iogr-423	56	1	here	here	ADV
iogr-423	56	2	,	,	PUNCT
iogr-423	56	3	we	we	PRON
iogr-423	56	4	regard	regard	VERB
iogr-423	56	5	kerogens	kerogen	NOUN
iogr-423	56	6	as	as	ADP
iogr-423	56	7	the	the	DET
iogr-423	56	8	third	third	ADJ
iogr-423	56	9	porous	porous	ADJ
iogr-423	56	10	media	medium	NOUN
iogr-423	56	11	.	.	PUNCT
iogr-423	57	1	thus	thus	ADV
iogr-423	57	2	,	,	PUNCT
iogr-423	57	3	the	the	DET
iogr-423	57	4	triple	triple	ADJ
iogr-423	57	5	porous	porous	ADJ
iogr-423	57	6	media	medium	NOUN
iogr-423	57	7	of	of	ADP
iogr-423	57	8	shale	shale	NOUN
iogr-423	57	9	gas	gas	NOUN
iogr-423	57	10	reservoir	reservoir	NOUN
iogr-423	57	11	comprises	comprise	VERB
iogr-423	57	12	matrix	matrix	NOUN
iogr-423	57	13	system	system	NOUN
iogr-423	57	14	,	,	PUNCT
iogr-423	57	15	kerogen	kerogen	NOUN
iogr-423	57	16	system	system	NOUN
iogr-423	57	17	and	and	CCONJ
iogr-423	57	18	enriched	enrich	VERB
iogr-423	57	19	natural	natural	ADJ
iogr-423	57	20	fractures	fracture	NOUN
iogr-423	57	21	.	.	PUNCT
iogr-423	58	1	it	it	PRON
iogr-423	58	2	should	should	AUX
iogr-423	58	3	be	be	AUX
iogr-423	58	4	noted	note	VERB
iogr-423	58	5	that	that	SCONJ
iogr-423	58	6	4	4	NUM
iogr-423	58	7	kerogens	kerogen	NOUN
iogr-423	58	8	play	play	VERB
iogr-423	58	9	the	the	DET
iogr-423	58	10	role	role	NOUN
iogr-423	58	11	of	of	ADP
iogr-423	58	12	both	both	DET
iogr-423	58	13	matrix	matrix	NOUN
iogr-423	58	14	system	system	NOUN
iogr-423	58	15	the	the	DET
iogr-423	58	16	micro	micro	ADJ
iogr-423	58	17	pores	pore	NOUN
iogr-423	58	18	of	of	ADP
iogr-423	58	19	whom	whom	PRON
iogr-423	58	20	provide	provide	VERB
iogr-423	58	21	storage	storage	NOUN
iogr-423	58	22	spaces	space	NOUN
iogr-423	58	23	for	for	ADP
iogr-423	58	24	sorbed	sorb	VERB
iogr-423	58	25	and	and	CCONJ
iogr-423	58	26	free	free	ADJ
iogr-423	58	27	gas	gas	NOUN
iogr-423	58	28	and	and	CCONJ
iogr-423	58	29	the	the	DET
iogr-423	58	30	triple	triple	ADJ
iogr-423	58	31	porous	porous	ADJ
iogr-423	58	32	media	medium	NOUN
iogr-423	58	33	system	system	NOUN
iogr-423	58	34	in	in	ADP
iogr-423	58	35	which	which	PRON
iogr-423	58	36	substantial	substantial	ADJ
iogr-423	58	37	dissolved	dissolve	VERB
iogr-423	58	38	gas	gas	NOUN
iogr-423	58	39	enrich	enrich	NOUN
iogr-423	58	40	.	.	PUNCT
iogr-423	59	1	if	if	SCONJ
iogr-423	59	2	there	there	PRON
iogr-423	59	3	are	be	VERB
iogr-423	59	4	a	a	DET
iogr-423	59	5	lot	lot	NOUN
iogr-423	59	6	of	of	ADP
iogr-423	59	7	organic	organic	ADJ
iogr-423	59	8	matters	matter	NOUN
iogr-423	59	9	(	(	PUNCT
iogr-423	59	10	i.e.	i.e.	X
iogr-423	59	11	,	,	PUNCT
iogr-423	59	12	kerogens	kerogen	NOUN
iogr-423	59	13	)	)	PUNCT
iogr-423	59	14	and	and	CCONJ
iogr-423	59	15	natural	natural	ADJ
iogr-423	59	16	fractures	fracture	NOUN
iogr-423	59	17	in	in	ADP
iogr-423	59	18	the	the	DET
iogr-423	59	19	shale	shale	NOUN
iogr-423	59	20	gas	gas	NOUN
iogr-423	59	21	reservoirs	reservoir	NOUN
iogr-423	59	22	,	,	PUNCT
iogr-423	59	23	the	the	DET
iogr-423	59	24	natural	natural	ADJ
iogr-423	59	25	fractures	fracture	NOUN
iogr-423	59	26	existing	exist	VERB
iogr-423	59	27	in	in	ADP
iogr-423	59	28	the	the	DET
iogr-423	59	29	form	form	NOUN
iogr-423	59	30	of	of	ADP
iogr-423	59	31	widespread	widespread	ADJ
iogr-423	59	32	fracture	fracture	NOUN
iogr-423	59	33	network	network	NOUN
iogr-423	59	34	could	could	AUX
iogr-423	59	35	effectively	effectively	ADV
iogr-423	59	36	connect	connect	VERB
iogr-423	59	37	the	the	DET
iogr-423	59	38	pores	pore	NOUN
iogr-423	59	39	within	within	ADP
iogr-423	59	40	matrix	matrix	NOUN
iogr-423	59	41	and	and	CCONJ
iogr-423	59	42	organic	organic	ADJ
iogr-423	59	43	matters	matter	NOUN
iogr-423	59	44	.	.	PUNCT
iogr-423	60	1	figure	figure	VERB
iogr-423	60	2	3	3	NUM
iogr-423	60	3	—	—	PUNCT
iogr-423	60	4	different	different	ADJ
iogr-423	60	5	length	length	NOUN
iogr-423	60	6	scales	scale	NOUN
iogr-423	60	7	for	for	ADP
iogr-423	60	8	shale	shale	NOUN
iogr-423	60	9	gas	gas	NOUN
iogr-423	60	10	evolution	evolution	NOUN
iogr-423	60	11	and	and	CCONJ
iogr-423	60	12	production	production	NOUN
iogr-423	60	13	.	.	PUNCT
iogr-423	61	1	we	we	PRON
iogr-423	61	2	define	define	VERB
iogr-423	61	3	triple	triple	ADJ
iogr-423	61	4	porous	porous	ADJ
iogr-423	61	5	media	medium	NOUN
iogr-423	61	6	mentioned	mention	VERB
iogr-423	61	7	above	above	ADV
iogr-423	61	8	as	as	ADP
iogr-423	61	9	first	first	ADJ
iogr-423	61	10	type	type	NOUN
iogr-423	61	11	of	of	ADP
iogr-423	61	12	triple	triple	ADJ
iogr-423	61	13	porous	porous	ADJ
iogr-423	61	14	media	medium	NOUN
iogr-423	61	15	(	(	PUNCT
iogr-423	61	16	f	f	X
iogr-423	61	17	-	-	PUNCT
iogr-423	61	18	tpm	tpm	PROPN
iogr-423	61	19	)	)	PUNCT
iogr-423	61	20	.	.	PUNCT
iogr-423	62	1	the	the	DET
iogr-423	62	2	real	real	ADJ
iogr-423	62	3	and	and	CCONJ
iogr-423	62	4	ideal	ideal	ADJ
iogr-423	62	5	physical	physical	ADJ
iogr-423	62	6	models	model	NOUN
iogr-423	62	7	of	of	ADP
iogr-423	62	8	f	f	PROPN
iogr-423	62	9	-	-	PUNCT
iogr-423	62	10	tpm	tpm	PROPN
iogr-423	62	11	are	be	AUX
iogr-423	62	12	shown	show	VERB
iogr-423	62	13	in	in	ADP
iogr-423	62	14	figure	figure	NOUN
iogr-423	62	15	4a	4a	NOUN
iogr-423	62	16	and	and	CCONJ
iogr-423	62	17	4b	4b	PROPN
iogr-423	62	18	,	,	PUNCT
iogr-423	62	19	respectively	respectively	ADV
iogr-423	62	20	.	.	PUNCT
iogr-423	63	1	in	in	ADP
iogr-423	63	2	the	the	DET
iogr-423	63	3	model	model	NOUN
iogr-423	63	4	of	of	ADP
iogr-423	63	5	f	f	PROPN
iogr-423	63	6	-	-	PUNCT
iogr-423	63	7	tpm	tpm	PROPN
iogr-423	63	8	,	,	PUNCT
iogr-423	63	9	natural	natural	ADJ
iogr-423	63	10	gas	gas	NOUN
iogr-423	63	11	dissolved	dissolve	VERB
iogr-423	63	12	in	in	ADP
iogr-423	63	13	the	the	DET
iogr-423	63	14	organic	organic	ADJ
iogr-423	63	15	matters	matter	NOUN
iogr-423	63	16	could	could	AUX
iogr-423	63	17	either	either	CCONJ
iogr-423	63	18	diffuses	diffuse	NOUN
iogr-423	63	19	into	into	ADP
iogr-423	63	20	fracture	fracture	NOUN
iogr-423	63	21	system	system	NOUN
iogr-423	63	22	directly	directly	ADV
iogr-423	63	23	or	or	CCONJ
iogr-423	63	24	diffuses	diffuse	VERB
iogr-423	63	25	into	into	ADP
iogr-423	63	26	matrix	matrix	NOUN
iogr-423	63	27	system	system	NOUN
iogr-423	63	28	and	and	CCONJ
iogr-423	63	29	then	then	ADV
iogr-423	63	30	flows	flow	VERB
iogr-423	63	31	from	from	ADP
iogr-423	63	32	matrix	matrix	NOUN
iogr-423	63	33	system	system	NOUN
iogr-423	63	34	to	to	ADP
iogr-423	63	35	fracture	fracture	NOUN
iogr-423	63	36	regime	regime	NOUN
iogr-423	63	37	.	.	PUNCT
iogr-423	64	1	at	at	ADP
iogr-423	64	2	last	last	ADJ
iogr-423	64	3	,	,	PUNCT
iogr-423	64	4	natural	natural	ADJ
iogr-423	64	5	gas	gas	NOUN
iogr-423	64	6	will	will	AUX
iogr-423	64	7	flow	flow	VERB
iogr-423	64	8	from	from	ADP
iogr-423	64	9	fracture	fracture	NOUN
iogr-423	64	10	system	system	NOUN
iogr-423	64	11	to	to	ADP
iogr-423	64	12	the	the	DET
iogr-423	64	13	wellbore	wellbore	NOUN
iogr-423	64	14	.	.	PUNCT
iogr-423	65	1	if	if	SCONJ
iogr-423	65	2	the	the	DET
iogr-423	65	3	content	content	NOUN
iogr-423	65	4	of	of	ADP
iogr-423	65	5	organic	organic	ADJ
iogr-423	65	6	matters	matter	NOUN
iogr-423	65	7	and	and	CCONJ
iogr-423	65	8	the	the	DET
iogr-423	65	9	density	density	NOUN
iogr-423	65	10	of	of	ADP
iogr-423	65	11	natural	natural	ADJ
iogr-423	65	12	fracture	fracture	NOUN
iogr-423	65	13	in	in	ADP
iogr-423	65	14	the	the	DET
iogr-423	65	15	shale	shale	NOUN
iogr-423	65	16	gas	gas	NOUN
iogr-423	65	17	reservoir	reservoir	NOUN
iogr-423	65	18	are	be	AUX
iogr-423	65	19	relative	relative	ADJ
iogr-423	65	20	low	low	ADJ
iogr-423	65	21	,	,	PUNCT
iogr-423	65	22	the	the	DET
iogr-423	65	23	natural	natural	ADJ
iogr-423	65	24	fractures	fracture	NOUN
iogr-423	65	25	exist	exist	VERB
iogr-423	65	26	in	in	ADP
iogr-423	65	27	the	the	DET
iogr-423	65	28	form	form	NOUN
iogr-423	65	29	of	of	ADP
iogr-423	65	30	a	a	DET
iogr-423	65	31	sparse	sparse	ADJ
iogr-423	65	32	fracture	fracture	NOUN
iogr-423	65	33	network	network	NOUN
iogr-423	65	34	and	and	CCONJ
iogr-423	65	35	play	play	VERB
iogr-423	65	36	the	the	DET
iogr-423	65	37	role	role	NOUN
iogr-423	65	38	of	of	ADP
iogr-423	65	39	high	high	ADJ
iogr-423	65	40	conductive	conductive	ADJ
iogr-423	65	41	passageway	passageway	NOUN
iogr-423	65	42	which	which	PRON
iogr-423	65	43	connect	connect	VERB
iogr-423	65	44	matrix	matrix	NOUN
iogr-423	65	45	system	system	NOUN
iogr-423	65	46	with	with	ADP
iogr-423	65	47	wellbore	wellbore	NOUN
iogr-423	65	48	.	.	PUNCT
iogr-423	66	1	moreover	moreover	ADV
iogr-423	66	2	,	,	PUNCT
iogr-423	66	3	organic	organic	ADJ
iogr-423	66	4	matters	matter	NOUN
iogr-423	66	5	are	be	AUX
iogr-423	66	6	embedded	embed	VERB
iogr-423	66	7	into	into	ADP
iogr-423	66	8	matrix	matrix	NOUN
iogr-423	66	9	system	system	NOUN
iogr-423	66	10	and	and	CCONJ
iogr-423	66	11	are	be	AUX
iogr-423	66	12	isolated	isolate	VERB
iogr-423	66	13	from	from	ADP
iogr-423	66	14	fracture	fracture	NOUN
iogr-423	66	15	system	system	NOUN
iogr-423	66	16	.	.	PUNCT
iogr-423	67	1	we	we	PRON
iogr-423	67	2	definite	definite	VERB
iogr-423	67	3	this	this	DET
iogr-423	67	4	kind	kind	NOUN
iogr-423	67	5	of	of	ADP
iogr-423	67	6	triple	triple	ADJ
iogr-423	67	7	porous	porous	ADJ
iogr-423	67	8	media	medium	NOUN
iogr-423	67	9	as	as	ADP
iogr-423	67	10	the	the	DET
iogr-423	67	11	second	second	ADJ
iogr-423	67	12	type	type	NOUN
iogr-423	67	13	of	of	ADP
iogr-423	67	14	triple	triple	ADJ
iogr-423	67	15	porous	porous	ADJ
iogr-423	67	16	media	medium	NOUN
iogr-423	67	17	(	(	PUNCT
iogr-423	67	18	s	s	NOUN
iogr-423	67	19	-	-	PUNCT
iogr-423	67	20	tpm	tpm	NOUN
iogr-423	67	21	)	)	PUNCT
iogr-423	67	22	.	.	PUNCT
iogr-423	68	1	the	the	DET
iogr-423	68	2	real	real	ADJ
iogr-423	68	3	and	and	CCONJ
iogr-423	68	4	ideal	ideal	ADJ
iogr-423	68	5	physical	physical	ADJ
iogr-423	68	6	models	model	NOUN
iogr-423	68	7	of	of	ADP
iogr-423	68	8	s	s	NOUN
iogr-423	68	9	-	-	PUNCT
iogr-423	68	10	tpm	tpm	PROPN
iogr-423	68	11	are	be	AUX
iogr-423	68	12	shown	show	VERB
iogr-423	68	13	in	in	ADP
iogr-423	68	14	figure	figure	NOUN
iogr-423	68	15	5a	5a	NUM
iogr-423	68	16	and	and	CCONJ
iogr-423	68	17	5b	5b	NUM
iogr-423	68	18	,	,	PUNCT
iogr-423	68	19	respectively	respectively	ADV
iogr-423	68	20	.	.	PUNCT
iogr-423	69	1	in	in	ADP
iogr-423	69	2	this	this	DET
iogr-423	69	3	model	model	NOUN
iogr-423	69	4	,	,	PUNCT
iogr-423	69	5	natural	natural	ADJ
iogr-423	69	6	gas	gas	NOUN
iogr-423	69	7	dissolved	dissolve	VERB
iogr-423	69	8	into	into	ADP
iogr-423	69	9	organic	organic	ADJ
iogr-423	69	10	matters	matter	NOUN
iogr-423	69	11	have	have	VERB
iogr-423	69	12	to	to	PART
iogr-423	69	13	diffuse	diffuse	VERB
iogr-423	69	14	into	into	ADP
iogr-423	69	15	fracture	fracture	NOUN
iogr-423	69	16	system	system	NOUN
iogr-423	69	17	first	first	ADV
iogr-423	69	18	and	and	CCONJ
iogr-423	69	19	then	then	ADV
iogr-423	69	20	flows	flow	VERB
iogr-423	69	21	from	from	ADP
iogr-423	69	22	fracture	fracture	NOUN
iogr-423	69	23	system	system	NOUN
iogr-423	69	24	to	to	ADP
iogr-423	69	25	the	the	DET
iogr-423	69	26	wellbore	wellbore	NOUN
iogr-423	69	27	.	.	PUNCT
iogr-423	70	1	(	(	PUNCT
iogr-423	70	2	a	a	X
iogr-423	70	3	)	)	PUNCT
iogr-423	70	4	(	(	PUNCT
iogr-423	70	5	b	b	X
iogr-423	70	6	)	)	PUNCT
iogr-423	70	7	figure	figure	NOUN
iogr-423	70	8	4	4	NUM
iogr-423	70	9	—	—	PUNCT
iogr-423	70	10	the	the	DET
iogr-423	70	11	first	first	ADJ
iogr-423	70	12	type	type	NOUN
iogr-423	70	13	of	of	ADP
iogr-423	70	14	triple	triple	ADJ
iogr-423	70	15	porous	porous	ADJ
iogr-423	70	16	media	medium	NOUN
iogr-423	70	17	(	(	PUNCT
iogr-423	70	18	f	f	X
iogr-423	70	19	-	-	PUNCT
iogr-423	70	20	tpm	tpm	PROPN
iogr-423	70	21	)	)	PUNCT
iogr-423	70	22	.	.	PUNCT
iogr-423	71	1	real	real	ADJ
iogr-423	71	2	physical	physical	ADJ
iogr-423	71	3	model	model	NOUN
iogr-423	71	4	.	.	PUNCT
iogr-423	72	1	(	(	PUNCT
iogr-423	72	2	b	b	X
iogr-423	72	3	)	)	PUNCT
iogr-423	72	4	ideal	ideal	ADJ
iogr-423	72	5	physical	physical	ADJ
iogr-423	72	6	model	model	NOUN
iogr-423	72	7	.	.	PUNCT
iogr-423	73	1	5	5	NUM
iogr-423	73	2	(	(	PUNCT
iogr-423	73	3	a	a	NOUN
iogr-423	73	4	)	)	PUNCT
iogr-423	73	5	(	(	PUNCT
iogr-423	73	6	b	b	X
iogr-423	73	7	)	)	PUNCT
iogr-423	73	8	figure	figure	NOUN
iogr-423	73	9	5	5	NUM
iogr-423	73	10	—	—	PUNCT
iogr-423	73	11	the	the	DET
iogr-423	73	12	second	second	ADJ
iogr-423	73	13	type	type	NOUN
iogr-423	73	14	of	of	ADP
iogr-423	73	15	triple	triple	ADJ
iogr-423	73	16	porous	porous	ADJ
iogr-423	73	17	media	medium	NOUN
iogr-423	73	18	(	(	PUNCT
iogr-423	73	19	s	s	NOUN
iogr-423	73	20	-	-	PUNCT
iogr-423	73	21	tpm	tpm	NOUN
iogr-423	73	22	)	)	PUNCT
iogr-423	73	23	.	.	PUNCT
iogr-423	74	1	real	real	ADJ
iogr-423	74	2	physical	physical	ADJ
iogr-423	74	3	model	model	NOUN
iogr-423	74	4	.	.	PUNCT
iogr-423	75	1	(	(	PUNCT
iogr-423	75	2	b	b	X
iogr-423	75	3	)	)	PUNCT
iogr-423	75	4	ideal	ideal	ADJ
iogr-423	75	5	physical	physical	ADJ
iogr-423	75	6	model	model	NOUN
iogr-423	75	7	.	.	PUNCT
iogr-423	76	1	according	accord	VERB
iogr-423	76	2	to	to	ADP
iogr-423	76	3	pathways	pathway	NOUN
iogr-423	76	4	of	of	ADP
iogr-423	76	5	gas	gas	NOUN
iogr-423	76	6	flow	flow	NOUN
iogr-423	76	7	from	from	ADP
iogr-423	76	8	reservoir	reservoir	NOUN
iogr-423	76	9	systems	system	NOUN
iogr-423	76	10	to	to	ADP
iogr-423	76	11	the	the	DET
iogr-423	76	12	wellbore	wellbore	NOUN
iogr-423	76	13	,	,	PUNCT
iogr-423	76	14	we	we	PRON
iogr-423	76	15	divide	divide	VERB
iogr-423	76	16	shale	shale	NOUN
iogr-423	76	17	gas	gas	NOUN
iogr-423	76	18	reservoir	reservoir	NOUN
iogr-423	76	19	models	model	NOUN
iogr-423	76	20	into	into	ADP
iogr-423	76	21	two	two	NUM
iogr-423	76	22	major	major	ADJ
iogr-423	76	23	categories	category	NOUN
iogr-423	76	24	:	:	PUNCT
iogr-423	76	25	(	(	PUNCT
iogr-423	76	26	1	1	X
iogr-423	76	27	)	)	PUNCT
iogr-423	76	28	triple	triple	ADJ
iogr-423	76	29	porosity	porosity	NOUN
iogr-423	76	30	singular	singular	ADJ
iogr-423	76	31	permeability	permeability	NOUN
iogr-423	76	32	model	model	NOUN
iogr-423	76	33	(	(	PUNCT
iogr-423	76	34	tpsp	tpsp	NOUN
iogr-423	76	35	)	)	PUNCT
iogr-423	76	36	,	,	PUNCT
iogr-423	76	37	and	and	CCONJ
iogr-423	76	38	(	(	PUNCT
iogr-423	76	39	2	2	X
iogr-423	76	40	)	)	PUNCT
iogr-423	76	41	triple	triple	ADJ
iogr-423	76	42	porosity	porosity	NOUN
iogr-423	76	43	dual	dual	ADJ
iogr-423	76	44	permeability	permeability	NOUN
iogr-423	76	45	model	model	NOUN
iogr-423	76	46	(	(	PUNCT
iogr-423	76	47	tpdp	tpdp	ADJ
iogr-423	76	48	)	)	PUNCT
iogr-423	76	49	.	.	PUNCT
iogr-423	77	1	if	if	SCONJ
iogr-423	77	2	gas	gas	NOUN
iogr-423	77	3	within	within	ADP
iogr-423	77	4	wellbore	wellbore	NOUN
iogr-423	77	5	is	be	AUX
iogr-423	77	6	only	only	ADV
iogr-423	77	7	provided	provide	VERB
iogr-423	77	8	by	by	ADP
iogr-423	77	9	fracture	fracture	NOUN
iogr-423	77	10	system	system	NOUN
iogr-423	77	11	,	,	PUNCT
iogr-423	77	12	this	this	DET
iogr-423	77	13	kind	kind	NOUN
iogr-423	77	14	of	of	ADP
iogr-423	77	15	model	model	NOUN
iogr-423	77	16	is	be	AUX
iogr-423	77	17	defined	define	VERB
iogr-423	77	18	as	as	ADP
iogr-423	77	19	tpsp	tpsp	NOUN
iogr-423	77	20	.	.	PUNCT
iogr-423	78	1	if	if	SCONJ
iogr-423	78	2	gas	gas	NOUN
iogr-423	78	3	within	within	ADP
iogr-423	78	4	wellbore	wellbore	NOUN
iogr-423	78	5	is	be	AUX
iogr-423	78	6	not	not	PART
iogr-423	78	7	only	only	ADV
iogr-423	78	8	from	from	ADP
iogr-423	78	9	fracture	fracture	NOUN
iogr-423	78	10	system	system	NOUN
iogr-423	78	11	but	but	CCONJ
iogr-423	78	12	matrix	matrix	NOUN
iogr-423	78	13	system	system	NOUN
iogr-423	78	14	,	,	PUNCT
iogr-423	78	15	this	this	DET
iogr-423	78	16	kind	kind	NOUN
iogr-423	78	17	of	of	ADP
iogr-423	78	18	model	model	NOUN
iogr-423	78	19	is	be	AUX
iogr-423	78	20	defined	define	VERB
iogr-423	78	21	as	as	ADP
iogr-423	78	22	tpdp	tpdp	ADJ
iogr-423	78	23	.	.	PUNCT
iogr-423	79	1	the	the	DET
iogr-423	79	2	model	model	NOUN
iogr-423	79	3	of	of	ADP
iogr-423	79	4	tpsp	tpsp	NOUN
iogr-423	79	5	which	which	PRON
iogr-423	79	6	is	be	AUX
iogr-423	79	7	derived	derive	VERB
iogr-423	79	8	from	from	ADP
iogr-423	79	9	f	f	PROPN
iogr-423	79	10	-	-	PUNCT
iogr-423	79	11	tpm	tpm	PROPN
iogr-423	79	12	is	be	AUX
iogr-423	79	13	called	call	VERB
iogr-423	79	14	first	first	ADJ
iogr-423	79	15	type	type	NOUN
iogr-423	79	16	of	of	ADP
iogr-423	79	17	triple	triple	ADJ
iogr-423	79	18	porosity	porosity	NOUN
iogr-423	79	19	single	single	ADJ
iogr-423	79	20	permeability	permeability	NOUN
iogr-423	79	21	model	model	NOUN
iogr-423	79	22	(	(	PUNCT
iogr-423	79	23	f	f	NOUN
iogr-423	79	24	-	-	PUNCT
iogr-423	79	25	tpsp	tpsp	NOUN
iogr-423	79	26	)	)	PUNCT
iogr-423	79	27	(	(	PUNCT
iogr-423	79	28	figure	figure	VERB
iogr-423	79	29	6a	6a	NOUN
iogr-423	79	30	)	)	PUNCT
iogr-423	79	31	.	.	PUNCT
iogr-423	80	1	gas	gas	NOUN
iogr-423	80	2	flow	flow	NOUN
iogr-423	80	3	within	within	ADP
iogr-423	80	4	f	f	NOUN
iogr-423	80	5	-	-	PUNCT
iogr-423	80	6	tpsp	tpsp	NOUN
iogr-423	80	7	mainly	mainly	ADV
iogr-423	80	8	experience	experience	VERB
iogr-423	80	9	four	four	NUM
iogr-423	80	10	steps	step	NOUN
iogr-423	80	11	:	:	PUNCT
iogr-423	80	12	(	(	PUNCT
iogr-423	80	13	a	a	X
iogr-423	80	14	)	)	PUNCT
iogr-423	80	15	gas	gas	NOUN
iogr-423	80	16	flow	flow	NOUN
iogr-423	80	17	from	from	ADP
iogr-423	80	18	fracture	fracture	NOUN
iogr-423	80	19	system	system	NOUN
iogr-423	80	20	to	to	PART
iogr-423	80	21	wellbore	wellbore	VERB
iogr-423	80	22	,	,	PUNCT
iogr-423	80	23	conforming	conform	VERB
iogr-423	80	24	to	to	ADP
iogr-423	80	25	darcy	darcy	PROPN
iogr-423	80	26	flow	flow	NOUN
iogr-423	80	27	or	or	CCONJ
iogr-423	80	28	slippage	slippage	NOUN
iogr-423	80	29	flow	flow	NOUN
iogr-423	80	30	and	and	CCONJ
iogr-423	80	31	belonging	belong	VERB
iogr-423	80	32	to	to	ADP
iogr-423	80	33	the	the	DET
iogr-423	80	34	flow	flow	NOUN
iogr-423	80	35	scale	scale	NOUN
iogr-423	80	36	of	of	ADP
iogr-423	80	37	mesoscale	mesoscale	NOUN
iogr-423	80	38	;	;	PUNCT
iogr-423	80	39	(	(	PUNCT
iogr-423	80	40	b	b	X
iogr-423	80	41	)	)	PUNCT
iogr-423	80	42	under	under	ADP
iogr-423	80	43	the	the	DET
iogr-423	80	44	effect	effect	NOUN
iogr-423	80	45	of	of	ADP
iogr-423	80	46	concentration	concentration	NOUN
iogr-423	80	47	difference	difference	NOUN
iogr-423	80	48	,	,	PUNCT
iogr-423	80	49	gas	gas	NOUN
iogr-423	80	50	diffuse	diffuse	NOUN
iogr-423	80	51	from	from	ADP
iogr-423	80	52	matrix	matrix	NOUN
iogr-423	80	53	(	(	PUNCT
iogr-423	80	54	conforming	conform	VERB
iogr-423	80	55	to	to	ADP
iogr-423	80	56	knudsen	knudsen	PROPN
iogr-423	80	57	diffusion	diffusion	NOUN
iogr-423	80	58	law	law	PROPN
iogr-423	80	59	and	and	CCONJ
iogr-423	80	60	belonging	belong	VERB
iogr-423	80	61	to	to	ADP
iogr-423	80	62	the	the	DET
iogr-423	80	63	flow	flow	NOUN
iogr-423	80	64	regime	regime	NOUN
iogr-423	80	65	of	of	ADP
iogr-423	80	66	microscale	microscale	NOUN
iogr-423	80	67	)	)	PUNCT
iogr-423	80	68	and	and	CCONJ
iogr-423	80	69	organic	organic	ADJ
iogr-423	80	70	matters	matter	NOUN
iogr-423	80	71	(	(	PUNCT
iogr-423	80	72	conforming	conform	VERB
iogr-423	80	73	to	to	ADP
iogr-423	80	74	henry	henry	PROPN
iogr-423	80	75	diffusion	diffusion	NOUN
iogr-423	80	76	law	law	NOUN
iogr-423	80	77	and	and	CCONJ
iogr-423	80	78	belonging	belong	VERB
iogr-423	80	79	to	to	ADP
iogr-423	80	80	the	the	DET
iogr-423	80	81	flow	flow	NOUN
iogr-423	80	82	regime	regime	NOUN
iogr-423	80	83	of	of	ADP
iogr-423	80	84	molecular	molecular	ADJ
iogr-423	80	85	scale	scale	NOUN
iogr-423	80	86	)	)	PUNCT
iogr-423	80	87	to	to	ADP
iogr-423	80	88	natural	natural	ADJ
iogr-423	80	89	fractures	fracture	NOUN
iogr-423	80	90	;	;	PUNCT
iogr-423	80	91	(	(	PUNCT
iogr-423	80	92	c	c	X
iogr-423	80	93	)	)	PUNCT
iogr-423	80	94	abundant	abundant	ADJ
iogr-423	80	95	adsorbed	adsorb	VERB
iogr-423	80	96	gas	gas	NOUN
iogr-423	80	97	is	be	AUX
iogr-423	80	98	desorbed	desorb	VERB
iogr-423	80	99	from	from	ADP
iogr-423	80	100	surface	surface	NOUN
iogr-423	80	101	of	of	ADP
iogr-423	80	102	matrix	matrix	NOUN
iogr-423	80	103	or	or	CCONJ
iogr-423	80	104	organic	organic	ADJ
iogr-423	80	105	matters	matter	NOUN
iogr-423	80	106	to	to	ADP
iogr-423	80	107	nanopores	nanopore	NOUN
iogr-423	80	108	,	,	PUNCT
iogr-423	80	109	conforming	conform	VERB
iogr-423	80	110	to	to	ADP
iogr-423	80	111	langmuir	langmuir	PROPN
iogr-423	80	112	desorption	desorption	NOUN
iogr-423	80	113	law	law	NOUN
iogr-423	80	114	and	and	CCONJ
iogr-423	80	115	belonging	belong	VERB
iogr-423	80	116	to	to	ADP
iogr-423	80	117	the	the	DET
iogr-423	80	118	flow	flow	NOUN
iogr-423	80	119	regime	regime	NOUN
iogr-423	80	120	of	of	ADP
iogr-423	80	121	nanoscale	nanoscale	NOUN
iogr-423	80	122	;	;	PUNCT
iogr-423	80	123	(	(	PUNCT
iogr-423	80	124	d	d	X
iogr-423	80	125	)	)	PUNCT
iogr-423	80	126	concentration	concentration	NOUN
iogr-423	80	127	difference	difference	NOUN
iogr-423	80	128	will	will	AUX
iogr-423	80	129	exist	exist	VERB
iogr-423	80	130	between	between	ADP
iogr-423	80	131	surface	surface	NOUN
iogr-423	80	132	and	and	CCONJ
iogr-423	80	133	inside	inside	ADV
iogr-423	80	134	of	of	ADP
iogr-423	80	135	organic	organic	ADJ
iogr-423	80	136	matters	matter	NOUN
iogr-423	80	137	and	and	CCONJ
iogr-423	80	138	gas	gas	NOUN
iogr-423	80	139	will	will	AUX
iogr-423	80	140	diffuse	diffuse	VERB
iogr-423	80	141	from	from	ADP
iogr-423	80	142	inside	inside	ADP
iogr-423	80	143	of	of	ADP
iogr-423	80	144	organic	organic	ADJ
iogr-423	80	145	matters	matter	NOUN
iogr-423	80	146	to	to	PART
iogr-423	80	147	nanoproes	nanoproe	VERB
iogr-423	80	148	within	within	ADP
iogr-423	80	149	matrix	matrix	NOUN
iogr-423	80	150	blocks	block	NOUN
iogr-423	80	151	.	.	PUNCT
iogr-423	81	1	the	the	DET
iogr-423	81	2	model	model	NOUN
iogr-423	81	3	of	of	ADP
iogr-423	81	4	tpsp	tpsp	NOUN
iogr-423	81	5	which	which	PRON
iogr-423	81	6	is	be	AUX
iogr-423	81	7	derived	derive	VERB
iogr-423	81	8	from	from	ADP
iogr-423	81	9	s	s	NOUN
iogr-423	81	10	-	-	PUNCT
iogr-423	81	11	tpm	tpm	PROPN
iogr-423	81	12	is	be	AUX
iogr-423	81	13	called	call	VERB
iogr-423	81	14	second	second	ADJ
iogr-423	81	15	type	type	NOUN
iogr-423	81	16	of	of	ADP
iogr-423	81	17	triple	triple	ADJ
iogr-423	81	18	porosity	porosity	NOUN
iogr-423	81	19	single	single	ADJ
iogr-423	81	20	permeability	permeability	NOUN
iogr-423	81	21	model	model	NOUN
iogr-423	81	22	(	(	PUNCT
iogr-423	81	23	s	s	NOUN
iogr-423	81	24	-	-	NOUN
iogr-423	81	25	tpsp	tpsp	NOUN
iogr-423	81	26	)	)	PUNCT
iogr-423	81	27	(	(	PUNCT
iogr-423	81	28	figure	figure	NOUN
iogr-423	81	29	6b	6b	NUM
iogr-423	81	30	)	)	PUNCT
iogr-423	81	31	.	.	PUNCT
iogr-423	82	1	gas	gas	NOUN
iogr-423	82	2	flow	flow	NOUN
iogr-423	82	3	within	within	ADP
iogr-423	82	4	s	s	NOUN
iogr-423	82	5	-	-	PUNCT
iogr-423	82	6	tpsp	tpsp	NOUN
iogr-423	82	7	mainly	mainly	ADV
iogr-423	82	8	experience	experience	VERB
iogr-423	82	9	four	four	NUM
iogr-423	82	10	steps	step	NOUN
iogr-423	82	11	as	as	ADV
iogr-423	82	12	well	well	ADV
iogr-423	82	13	:	:	PUNCT
iogr-423	82	14	(	(	PUNCT
iogr-423	82	15	a	a	X
iogr-423	82	16	)	)	PUNCT
iogr-423	82	17	gas	gas	NOUN
iogr-423	82	18	flow	flow	NOUN
iogr-423	82	19	from	from	ADP
iogr-423	82	20	fracture	fracture	NOUN
iogr-423	82	21	system	system	NOUN
iogr-423	82	22	to	to	PART
iogr-423	82	23	wellbore	wellbore	VERB
iogr-423	82	24	,	,	PUNCT
iogr-423	82	25	conforming	conform	VERB
iogr-423	82	26	to	to	ADP
iogr-423	82	27	darcy	darcy	PROPN
iogr-423	82	28	flow	flow	NOUN
iogr-423	82	29	or	or	CCONJ
iogr-423	82	30	slippage	slippage	NOUN
iogr-423	82	31	flow	flow	NOUN
iogr-423	82	32	and	and	CCONJ
iogr-423	82	33	belonging	belong	VERB
iogr-423	82	34	to	to	ADP
iogr-423	82	35	the	the	DET
iogr-423	82	36	flow	flow	NOUN
iogr-423	82	37	regime	regime	NOUN
iogr-423	82	38	of	of	ADP
iogr-423	82	39	mesoscale	mesoscale	NOUN
iogr-423	82	40	;	;	PUNCT
iogr-423	82	41	(	(	PUNCT
iogr-423	82	42	b	b	X
iogr-423	82	43	)	)	PUNCT
iogr-423	82	44	under	under	ADP
iogr-423	82	45	the	the	DET
iogr-423	82	46	effects	effect	NOUN
iogr-423	82	47	of	of	ADP
iogr-423	82	48	concentration	concentration	NOUN
iogr-423	82	49	difference	difference	NOUN
iogr-423	82	50	,	,	PUNCT
iogr-423	82	51	gas	gas	NOUN
iogr-423	82	52	diffuse	diffuse	NOUN
iogr-423	82	53	from	from	ADP
iogr-423	82	54	matrix	matrix	NOUN
iogr-423	82	55	to	to	ADP
iogr-423	82	56	natural	natural	ADJ
iogr-423	82	57	fractures	fracture	NOUN
iogr-423	82	58	,	,	PUNCT
iogr-423	82	59	conforming	conform	VERB
iogr-423	82	60	to	to	ADP
iogr-423	82	61	knudsen	knudsen	PROPN
iogr-423	82	62	diffusion	diffusion	NOUN
iogr-423	82	63	law	law	PROPN
iogr-423	82	64	and	and	CCONJ
iogr-423	82	65	belonging	belong	VERB
iogr-423	82	66	to	to	ADP
iogr-423	82	67	the	the	DET
iogr-423	82	68	flow	flow	NOUN
iogr-423	82	69	regime	regime	NOUN
iogr-423	82	70	of	of	ADP
iogr-423	82	71	microscale	microscale	NOUN
iogr-423	82	72	;	;	PUNCT
iogr-423	82	73	(	(	PUNCT
iogr-423	82	74	c	c	X
iogr-423	82	75	)	)	PUNCT
iogr-423	82	76	abundant	abundant	ADJ
iogr-423	82	77	adsorbed	adsorb	VERB
iogr-423	82	78	gas	gas	NOUN
iogr-423	82	79	is	be	AUX
iogr-423	82	80	desorbed	desorb	VERB
iogr-423	82	81	from	from	ADP
iogr-423	82	82	surface	surface	NOUN
iogr-423	82	83	of	of	ADP
iogr-423	82	84	matrix	matrix	NOUN
iogr-423	82	85	to	to	ADP
iogr-423	82	86	nanopores	nanopore	NOUN
iogr-423	82	87	,	,	PUNCT
iogr-423	82	88	conforming	conform	VERB
iogr-423	82	89	to	to	ADP
iogr-423	82	90	langmuir	langmuir	PROPN
iogr-423	82	91	desorption	desorption	NOUN
iogr-423	82	92	law	law	NOUN
iogr-423	82	93	and	and	CCONJ
iogr-423	82	94	belonging	belong	VERB
iogr-423	82	95	to	to	ADP
iogr-423	82	96	the	the	DET
iogr-423	82	97	flow	flow	NOUN
iogr-423	82	98	regime	regime	NOUN
iogr-423	82	99	of	of	ADP
iogr-423	82	100	nanoscale	nanoscale	NOUN
iogr-423	82	101	;	;	PUNCT
iogr-423	82	102	(	(	PUNCT
iogr-423	82	103	d	d	X
iogr-423	82	104	)	)	PUNCT
iogr-423	82	105	concentration	concentration	NOUN
iogr-423	82	106	difference	difference	NOUN
iogr-423	82	107	will	will	AUX
iogr-423	82	108	exist	exist	VERB
iogr-423	82	109	between	between	ADP
iogr-423	82	110	surface	surface	NOUN
iogr-423	82	111	and	and	CCONJ
iogr-423	82	112	inside	inside	ADV
iogr-423	82	113	of	of	ADP
iogr-423	82	114	organic	organic	ADJ
iogr-423	82	115	matters	matter	NOUN
iogr-423	82	116	and	and	CCONJ
iogr-423	82	117	gas	gas	NOUN
iogr-423	82	118	will	will	AUX
iogr-423	82	119	diffuse	diffuse	VERB
iogr-423	82	120	from	from	ADP
iogr-423	82	121	inside	inside	ADP
iogr-423	82	122	of	of	ADP
iogr-423	82	123	organic	organic	ADJ
iogr-423	82	124	matters	matter	NOUN
iogr-423	82	125	to	to	PART
iogr-423	82	126	nanoproes	nanoproe	VERB
iogr-423	82	127	within	within	ADP
iogr-423	82	128	matrix	matrix	NOUN
iogr-423	82	129	system	system	NOUN
iogr-423	82	130	.	.	PUNCT
iogr-423	83	1	the	the	DET
iogr-423	83	2	model	model	NOUN
iogr-423	83	3	of	of	ADP
iogr-423	83	4	tpdp	tpdp	NOUN
iogr-423	83	5	which	which	PRON
iogr-423	83	6	is	be	AUX
iogr-423	83	7	derived	derive	VERB
iogr-423	83	8	from	from	ADP
iogr-423	83	9	f	f	PROPN
iogr-423	83	10	-	-	PUNCT
iogr-423	83	11	tpm	tpm	PROPN
iogr-423	83	12	is	be	AUX
iogr-423	83	13	called	call	VERB
iogr-423	83	14	first	first	ADJ
iogr-423	83	15	type	type	NOUN
iogr-423	83	16	of	of	ADP
iogr-423	83	17	triple	triple	ADJ
iogr-423	83	18	porosity	porosity	NOUN
iogr-423	83	19	dual	dual	ADJ
iogr-423	83	20	permeability	permeability	NOUN
iogr-423	83	21	model	model	NOUN
iogr-423	83	22	(	(	PUNCT
iogr-423	83	23	f	f	NOUN
iogr-423	83	24	-	-	PUNCT
iogr-423	83	25	tpdp	tpdp	ADJ
iogr-423	83	26	)	)	PUNCT
iogr-423	83	27	(	(	PUNCT
iogr-423	83	28	figure	figure	NOUN
iogr-423	83	29	7a	7a	NUM
iogr-423	83	30	)	)	PUNCT
iogr-423	83	31	.	.	PUNCT
iogr-423	84	1	gas	gas	NOUN
iogr-423	84	2	flow	flow	NOUN
iogr-423	84	3	within	within	ADP
iogr-423	84	4	f	f	NOUN
iogr-423	84	5	-	-	PUNCT
iogr-423	84	6	tpdp	tpdp	ADJ
iogr-423	84	7	mainly	mainly	ADV
iogr-423	84	8	experience	experience	VERB
iogr-423	84	9	four	four	NUM
iogr-423	84	10	steps	step	NOUN
iogr-423	84	11	:	:	PUNCT
iogr-423	84	12	(	(	PUNCT
iogr-423	84	13	a	a	X
iogr-423	84	14	)	)	PUNCT
iogr-423	84	15	gas	gas	NOUN
iogr-423	84	16	flow	flow	NOUN
iogr-423	84	17	from	from	ADP
iogr-423	84	18	fracture	fracture	NOUN
iogr-423	84	19	system	system	NOUN
iogr-423	84	20	(	(	PUNCT
iogr-423	84	21	conforming	conform	VERB
iogr-423	84	22	to	to	ADP
iogr-423	84	23	darcy	darcy	PROPN
iogr-423	84	24	flow	flow	NOUN
iogr-423	84	25	or	or	CCONJ
iogr-423	84	26	slippage	slippage	NOUN
iogr-423	84	27	flow	flow	NOUN
iogr-423	84	28	and	and	CCONJ
iogr-423	84	29	belonging	belong	VERB
iogr-423	84	30	to	to	ADP
iogr-423	84	31	the	the	DET
iogr-423	84	32	flow	flow	NOUN
iogr-423	84	33	regime	regime	NOUN
iogr-423	84	34	of	of	ADP
iogr-423	84	35	mesoscale	mesoscale	NOUN
iogr-423	84	36	)	)	PUNCT
iogr-423	84	37	or	or	CCONJ
iogr-423	84	38	matrix	matrix	NOUN
iogr-423	84	39	system	system	NOUN
iogr-423	84	40	(	(	PUNCT
iogr-423	84	41	conforming	conform	VERB
iogr-423	84	42	to	to	ADP
iogr-423	84	43	knudsen	knudsen	PROPN
iogr-423	84	44	diffusion	diffusion	PROPN
iogr-423	84	45	law	law	PROPN
iogr-423	84	46	and	and	CCONJ
iogr-423	84	47	belonging	belong	VERB
iogr-423	84	48	6	6	NUM
iogr-423	84	49	to	to	ADP
iogr-423	84	50	the	the	DET
iogr-423	84	51	flow	flow	NOUN
iogr-423	84	52	regime	regime	NOUN
iogr-423	84	53	of	of	ADP
iogr-423	84	54	microscale	microscale	NOUN
iogr-423	84	55	)	)	PUNCT
iogr-423	84	56	to	to	PART
iogr-423	84	57	wellbore	wellbore	VERB
iogr-423	84	58	simultaneously	simultaneously	ADV
iogr-423	84	59	;	;	PUNCT
iogr-423	84	60	(	(	PUNCT
iogr-423	84	61	b	b	X
iogr-423	84	62	)	)	PUNCT
iogr-423	84	63	under	under	ADP
iogr-423	84	64	the	the	DET
iogr-423	84	65	effects	effect	NOUN
iogr-423	84	66	of	of	ADP
iogr-423	84	67	concentration	concentration	NOUN
iogr-423	84	68	difference	difference	NOUN
iogr-423	84	69	,	,	PUNCT
iogr-423	84	70	gas	gas	NOUN
iogr-423	84	71	diffuse	diffuse	NOUN
iogr-423	84	72	from	from	ADP
iogr-423	84	73	matrix	matrix	NOUN
iogr-423	84	74	(	(	PUNCT
iogr-423	84	75	conforming	conform	VERB
iogr-423	84	76	to	to	ADP
iogr-423	84	77	knudsen	knudsen	PROPN
iogr-423	84	78	diffusion	diffusion	NOUN
iogr-423	84	79	law	law	PROPN
iogr-423	84	80	and	and	CCONJ
iogr-423	84	81	belonging	belong	VERB
iogr-423	84	82	to	to	ADP
iogr-423	84	83	the	the	DET
iogr-423	84	84	flow	flow	NOUN
iogr-423	84	85	regime	regime	NOUN
iogr-423	84	86	of	of	ADP
iogr-423	84	87	microscale	microscale	NOUN
iogr-423	84	88	)	)	PUNCT
iogr-423	84	89	and	and	CCONJ
iogr-423	84	90	organic	organic	ADJ
iogr-423	84	91	matters	matter	NOUN
iogr-423	84	92	(	(	PUNCT
iogr-423	84	93	conforming	conform	VERB
iogr-423	84	94	to	to	ADP
iogr-423	84	95	henry	henry	PROPN
iogr-423	84	96	diffusion	diffusion	NOUN
iogr-423	84	97	law	law	NOUN
iogr-423	84	98	and	and	CCONJ
iogr-423	84	99	belonging	belong	VERB
iogr-423	84	100	to	to	ADP
iogr-423	84	101	the	the	DET
iogr-423	84	102	flow	flow	NOUN
iogr-423	84	103	regime	regime	NOUN
iogr-423	84	104	of	of	ADP
iogr-423	84	105	molecular	molecular	ADJ
iogr-423	84	106	scale	scale	NOUN
iogr-423	84	107	)	)	PUNCT
iogr-423	84	108	to	to	ADP
iogr-423	84	109	natural	natural	ADJ
iogr-423	84	110	fractures	fracture	NOUN
iogr-423	84	111	;	;	PUNCT
iogr-423	84	112	(	(	PUNCT
iogr-423	84	113	c	c	X
iogr-423	84	114	)	)	PUNCT
iogr-423	84	115	abundant	abundant	ADJ
iogr-423	84	116	adsorbed	adsorb	VERB
iogr-423	84	117	gas	gas	NOUN
iogr-423	84	118	is	be	AUX
iogr-423	84	119	desorbed	desorb	VERB
iogr-423	84	120	from	from	ADP
iogr-423	84	121	surface	surface	NOUN
iogr-423	84	122	of	of	ADP
iogr-423	84	123	matrix	matrix	NOUN
iogr-423	84	124	or	or	CCONJ
iogr-423	84	125	organic	organic	ADJ
iogr-423	84	126	matters	matter	NOUN
iogr-423	84	127	to	to	ADP
iogr-423	84	128	nanopores	nanopore	NOUN
iogr-423	84	129	,	,	PUNCT
iogr-423	84	130	conforming	conform	VERB
iogr-423	84	131	to	to	ADP
iogr-423	84	132	langmuir	langmuir	PROPN
iogr-423	84	133	desorption	desorption	NOUN
iogr-423	84	134	law	law	NOUN
iogr-423	84	135	and	and	CCONJ
iogr-423	84	136	belonging	belong	VERB
iogr-423	84	137	to	to	ADP
iogr-423	84	138	the	the	DET
iogr-423	84	139	flow	flow	NOUN
iogr-423	84	140	regime	regime	NOUN
iogr-423	84	141	of	of	ADP
iogr-423	84	142	nanoscale	nanoscale	NOUN
iogr-423	84	143	;	;	PUNCT
iogr-423	84	144	(	(	PUNCT
iogr-423	84	145	d	d	X
iogr-423	84	146	)	)	PUNCT
iogr-423	84	147	concentration	concentration	NOUN
iogr-423	84	148	difference	difference	NOUN
iogr-423	84	149	will	will	AUX
iogr-423	84	150	exist	exist	VERB
iogr-423	84	151	between	between	ADP
iogr-423	84	152	surface	surface	NOUN
iogr-423	84	153	and	and	CCONJ
iogr-423	84	154	inside	inside	ADV
iogr-423	84	155	of	of	ADP
iogr-423	84	156	organic	organic	ADJ
iogr-423	84	157	matters	matter	NOUN
iogr-423	84	158	and	and	CCONJ
iogr-423	84	159	gas	gas	NOUN
iogr-423	84	160	will	will	AUX
iogr-423	84	161	diffuse	diffuse	VERB
iogr-423	84	162	from	from	ADP
iogr-423	84	163	inside	inside	ADP
iogr-423	84	164	of	of	ADP
iogr-423	84	165	organic	organic	ADJ
iogr-423	84	166	matters	matter	NOUN
iogr-423	84	167	to	to	PART
iogr-423	84	168	nanoproes	nanoproe	VERB
iogr-423	84	169	within	within	ADP
iogr-423	84	170	matrix	matrix	NOUN
iogr-423	84	171	blocks	block	NOUN
iogr-423	84	172	.	.	PUNCT
iogr-423	85	1	(	(	PUNCT
iogr-423	85	2	a	a	X
iogr-423	85	3	)	)	PUNCT
iogr-423	85	4	(	(	PUNCT
iogr-423	85	5	b	b	X
iogr-423	85	6	)	)	PUNCT
iogr-423	85	7	figure	figure	NOUN
iogr-423	85	8	6	6	NUM
iogr-423	85	9	—	—	PUNCT
iogr-423	85	10	schematics	schematics	NOUN
iogr-423	85	11	for	for	ADP
iogr-423	85	12	shale	shale	NOUN
iogr-423	85	13	gas	gas	NOUN
iogr-423	85	14	flow	flow	NOUN
iogr-423	85	15	in	in	ADP
iogr-423	85	16	tpsp	tpsp	NOUN
iogr-423	85	17	.	.	PUNCT
iogr-423	86	1	(	(	PUNCT
iogr-423	86	2	a	a	X
iogr-423	86	3	)	)	PUNCT
iogr-423	86	4	f	f	NOUN
iogr-423	86	5	-	-	PUNCT
iogr-423	86	6	tpsp	tpsp	NOUN
iogr-423	86	7	.	.	PUNCT
iogr-423	87	1	(	(	PUNCT
iogr-423	87	2	b	b	X
iogr-423	87	3	)	)	PUNCT
iogr-423	87	4	s	s	NOUN
iogr-423	87	5	-	-	PUNCT
iogr-423	87	6	tpsp	tpsp	NOUN
iogr-423	87	7	.	.	PUNCT
iogr-423	88	1	(	(	PUNCT
iogr-423	88	2	a	a	X
iogr-423	88	3	)	)	PUNCT
iogr-423	88	4	(	(	PUNCT
iogr-423	88	5	b	b	X
iogr-423	88	6	)	)	PUNCT
iogr-423	88	7	figure	figure	NOUN
iogr-423	88	8	7	7	NUM
iogr-423	88	9	—	—	PUNCT
iogr-423	88	10	schematics	schematics	NOUN
iogr-423	88	11	for	for	ADP
iogr-423	88	12	shale	shale	NOUN
iogr-423	88	13	gas	gas	NOUN
iogr-423	88	14	flow	flow	NOUN
iogr-423	88	15	in	in	ADP
iogr-423	88	16	tptp	tptp	NOUN
iogr-423	88	17	.	.	PUNCT
iogr-423	89	1	(	(	PUNCT
iogr-423	89	2	a	a	X
iogr-423	89	3	)	)	PUNCT
iogr-423	89	4	f	f	NOUN
iogr-423	89	5	-	-	PUNCT
iogr-423	89	6	tptp	tptp	NOUN
iogr-423	89	7	.	.	PUNCT
iogr-423	90	1	(	(	PUNCT
iogr-423	90	2	b	b	X
iogr-423	90	3	)	)	PUNCT
iogr-423	90	4	s	s	NOUN
iogr-423	90	5	-	-	PUNCT
iogr-423	90	6	tptp	tptp	NOUN
iogr-423	90	7	.	.	PUNCT
iogr-423	91	1	the	the	DET
iogr-423	91	2	model	model	NOUN
iogr-423	91	3	of	of	ADP
iogr-423	91	4	tpdp	tpdp	NOUN
iogr-423	91	5	which	which	PRON
iogr-423	91	6	is	be	AUX
iogr-423	91	7	derived	derive	VERB
iogr-423	91	8	from	from	ADP
iogr-423	91	9	s	s	NOUN
iogr-423	91	10	-	-	PUNCT
iogr-423	91	11	tpm	tpm	PROPN
iogr-423	91	12	is	be	AUX
iogr-423	91	13	called	call	VERB
iogr-423	91	14	second	second	ADJ
iogr-423	91	15	type	type	NOUN
iogr-423	91	16	of	of	ADP
iogr-423	91	17	triple	triple	ADJ
iogr-423	91	18	porosity	porosity	NOUN
iogr-423	91	19	dual	dual	ADJ
iogr-423	91	20	permeability	permeability	NOUN
iogr-423	91	21	model	model	NOUN
iogr-423	91	22	(	(	PUNCT
iogr-423	91	23	s	s	NOUN
iogr-423	91	24	-	-	PUNCT
iogr-423	91	25	tpdp	tpdp	ADJ
iogr-423	91	26	)	)	PUNCT
iogr-423	91	27	(	(	PUNCT
iogr-423	91	28	figure	figure	NOUN
iogr-423	91	29	7b	7b	NOUN
iogr-423	91	30	)	)	PUNCT
iogr-423	91	31	.	.	PUNCT
iogr-423	92	1	gas	gas	NOUN
iogr-423	92	2	flow	flow	NOUN
iogr-423	92	3	within	within	ADP
iogr-423	92	4	s	s	NOUN
iogr-423	92	5	-	-	PUNCT
iogr-423	92	6	tpdp	tpdp	ADJ
iogr-423	92	7	mainly	mainly	ADV
iogr-423	92	8	experience	experience	VERB
iogr-423	92	9	four	four	NUM
iogr-423	92	10	steps	step	NOUN
iogr-423	92	11	as	as	ADV
iogr-423	92	12	well	well	ADV
iogr-423	92	13	:	:	PUNCT
iogr-423	92	14	(	(	PUNCT
iogr-423	92	15	a	a	X
iogr-423	92	16	)	)	PUNCT
iogr-423	92	17	gas	gas	NOUN
iogr-423	92	18	flow	flow	NOUN
iogr-423	92	19	from	from	ADP
iogr-423	92	20	fracture	fracture	NOUN
iogr-423	92	21	system	system	NOUN
iogr-423	92	22	(	(	PUNCT
iogr-423	92	23	conforming	conform	VERB
iogr-423	92	24	to	to	ADP
iogr-423	92	25	darcy	darcy	PROPN
iogr-423	92	26	flow	flow	NOUN
iogr-423	92	27	or	or	CCONJ
iogr-423	92	28	slippage	slippage	NOUN
iogr-423	92	29	flow	flow	NOUN
iogr-423	92	30	and	and	CCONJ
iogr-423	92	31	belonging	belong	VERB
iogr-423	92	32	to	to	ADP
iogr-423	92	33	the	the	DET
iogr-423	92	34	flow	flow	NOUN
iogr-423	92	35	regime	regime	NOUN
iogr-423	92	36	of	of	ADP
iogr-423	92	37	mesoscale	mesoscale	NOUN
iogr-423	92	38	)	)	PUNCT
iogr-423	92	39	or	or	CCONJ
iogr-423	92	40	matrix	matrix	NOUN
iogr-423	92	41	system	system	NOUN
iogr-423	92	42	(	(	PUNCT
iogr-423	92	43	conforming	conform	VERB
iogr-423	92	44	to	to	ADP
iogr-423	92	45	knudsen	knudsen	PROPN
iogr-423	92	46	diffusion	diffusion	NOUN
iogr-423	92	47	law	law	PROPN
iogr-423	92	48	and	and	CCONJ
iogr-423	92	49	belonging	belong	VERB
iogr-423	92	50	to	to	ADP
iogr-423	92	51	the	the	DET
iogr-423	92	52	flow	flow	NOUN
iogr-423	92	53	regime	regime	NOUN
iogr-423	92	54	of	of	ADP
iogr-423	92	55	microscale	microscale	NOUN
iogr-423	92	56	)	)	PUNCT
iogr-423	92	57	to	to	PART
iogr-423	92	58	wellbore	wellbore	VERB
iogr-423	92	59	simultaneously	simultaneously	ADV
iogr-423	92	60	;	;	PUNCT
iogr-423	92	61	(	(	PUNCT
iogr-423	92	62	b	b	X
iogr-423	92	63	)	)	PUNCT
iogr-423	92	64	under	under	ADP
iogr-423	92	65	the	the	DET
iogr-423	92	66	effects	effect	NOUN
iogr-423	92	67	of	of	ADP
iogr-423	92	68	concentration	concentration	NOUN
iogr-423	92	69	difference	difference	NOUN
iogr-423	92	70	,	,	PUNCT
iogr-423	92	71	gas	gas	NOUN
iogr-423	92	72	diffuses	diffuse	NOUN
iogr-423	92	73	from	from	ADP
iogr-423	92	74	matrix	matrix	NOUN
iogr-423	92	75	to	to	ADP
iogr-423	92	76	natural	natural	ADJ
iogr-423	92	77	fractures	fracture	NOUN
iogr-423	92	78	,	,	PUNCT
iogr-423	92	79	conforming	conform	VERB
iogr-423	92	80	to	to	ADP
iogr-423	92	81	knudsen	knudsen	PROPN
iogr-423	92	82	diffusion	diffusion	NOUN
iogr-423	92	83	law	law	PROPN
iogr-423	92	84	and	and	CCONJ
iogr-423	92	85	belonging	belong	VERB
iogr-423	92	86	to	to	ADP
iogr-423	92	87	the	the	DET
iogr-423	92	88	flow	flow	NOUN
iogr-423	92	89	regime	regime	NOUN
iogr-423	92	90	of	of	ADP
iogr-423	92	91	microscale	microscale	NOUN
iogr-423	92	92	;	;	PUNCT
iogr-423	92	93	(	(	PUNCT
iogr-423	92	94	c	c	X
iogr-423	92	95	)	)	PUNCT
iogr-423	92	96	abundant	abundant	ADJ
iogr-423	92	97	adsorbed	adsorb	VERB
iogr-423	92	98	gas	gas	NOUN
iogr-423	92	99	is	be	AUX
iogr-423	92	100	desorbed	desorb	VERB
iogr-423	92	101	from	from	ADP
iogr-423	92	102	surface	surface	NOUN
iogr-423	92	103	of	of	ADP
iogr-423	92	104	matrix	matrix	NOUN
iogr-423	92	105	to	to	ADP
iogr-423	92	106	nanopores	nanopore	NOUN
iogr-423	92	107	,	,	PUNCT
iogr-423	92	108	conforming	conform	VERB
iogr-423	92	109	to	to	ADP
iogr-423	92	110	langmuir	langmuir	PROPN
iogr-423	92	111	desorption	desorption	NOUN
iogr-423	92	112	law	law	NOUN
iogr-423	92	113	and	and	CCONJ
iogr-423	92	114	belonging	belong	VERB
iogr-423	92	115	to	to	ADP
iogr-423	92	116	the	the	DET
iogr-423	92	117	flow	flow	NOUN
iogr-423	92	118	regime	regime	NOUN
iogr-423	92	119	of	of	ADP
iogr-423	92	120	nanoscale	nanoscale	NOUN
iogr-423	92	121	;	;	PUNCT
iogr-423	92	122	(	(	PUNCT
iogr-423	92	123	d	d	X
iogr-423	92	124	)	)	PUNCT
iogr-423	92	125	concentration	concentration	NOUN
iogr-423	92	126	difference	difference	NOUN
iogr-423	92	127	will	will	AUX
iogr-423	92	128	exist	exist	VERB
iogr-423	92	129	between	between	ADP
iogr-423	92	130	surface	surface	NOUN
iogr-423	92	131	and	and	CCONJ
iogr-423	92	132	inside	inside	ADV
iogr-423	92	133	of	of	ADP
iogr-423	92	134	organic	organic	ADJ
iogr-423	92	135	matters	matter	NOUN
iogr-423	92	136	and	and	CCONJ
iogr-423	92	137	gas	gas	NOUN
iogr-423	92	138	will	will	AUX
iogr-423	92	139	diffuse	diffuse	VERB
iogr-423	92	140	from	from	ADP
iogr-423	92	141	inside	inside	ADP
iogr-423	92	142	of	of	ADP
iogr-423	92	143	organic	organic	ADJ
iogr-423	92	144	matters	matter	NOUN
iogr-423	92	145	to	to	PART
iogr-423	92	146	nanoproes	nanoproe	VERB
iogr-423	92	147	within	within	ADP
iogr-423	92	148	matrix	matrix	NOUN
iogr-423	92	149	blocks	block	NOUN
iogr-423	92	150	.	.	PUNCT
iogr-423	93	1	7	7	NUM
iogr-423	93	2	conclusions	conclusion	NOUN
iogr-423	93	3	the	the	DET
iogr-423	93	4	following	follow	VERB
iogr-423	93	5	conclusions	conclusion	NOUN
iogr-423	93	6	can	can	AUX
iogr-423	93	7	be	be	AUX
iogr-423	93	8	drawn	draw	VERB
iogr-423	93	9	,	,	PUNCT
iogr-423	93	10	1	1	NUM
iogr-423	93	11	.	.	NOUN
iogr-423	93	12	natural	natural	ADJ
iogr-423	93	13	gas	gas	NOUN
iogr-423	93	14	in	in	ADP
iogr-423	93	15	the	the	DET
iogr-423	93	16	shale	shale	NOUN
iogr-423	93	17	gas	gas	NOUN
iogr-423	93	18	reservoirs	reservoir	NOUN
iogr-423	93	19	restored	restore	VERB
iogr-423	93	20	in	in	ADP
iogr-423	93	21	the	the	DET
iogr-423	93	22	form	form	NOUN
iogr-423	93	23	of	of	ADP
iogr-423	93	24	free	free	ADJ
iogr-423	93	25	gas	gas	NOUN
iogr-423	93	26	in	in	ADP
iogr-423	93	27	natural	natural	ADJ
iogr-423	93	28	fractures	fracture	NOUN
iogr-423	93	29	and	and	CCONJ
iogr-423	93	30	pores	pore	NOUN
iogr-423	93	31	within	within	ADP
iogr-423	93	32	matrix	matrix	NOUN
iogr-423	93	33	and	and	CCONJ
iogr-423	93	34	kerogens	kerogen	NOUN
iogr-423	93	35	,	,	PUNCT
iogr-423	93	36	adsorption	adsorption	NOUN
iogr-423	93	37	gas	gas	NOUN
iogr-423	93	38	on	on	ADP
iogr-423	93	39	pore	pore	ADJ
iogr-423	93	40	walls	wall	NOUN
iogr-423	93	41	and	and	CCONJ
iogr-423	93	42	dissolved	dissolve	VERB
iogr-423	93	43	gas	gas	NOUN
iogr-423	93	44	in	in	ADP
iogr-423	93	45	kerogens	kerogen	NOUN
iogr-423	93	46	.	.	PUNCT
iogr-423	94	1	kerogens	kerogen	NOUN
iogr-423	94	2	in	in	ADP
iogr-423	94	3	shale	shale	NOUN
iogr-423	94	4	gas	gas	NOUN
iogr-423	94	5	reservoirs	reservoir	NOUN
iogr-423	94	6	play	play	VERB
iogr-423	94	7	multiple	multiple	ADJ
iogr-423	94	8	roles	role	NOUN
iogr-423	94	9	,	,	PUNCT
iogr-423	94	10	it	it	PRON
iogr-423	94	11	could	could	AUX
iogr-423	94	12	contain	contain	VERB
iogr-423	94	13	not	not	PART
iogr-423	94	14	only	only	ADV
iogr-423	94	15	free	free	ADJ
iogr-423	94	16	and	and	CCONJ
iogr-423	94	17	desorption	desorption	NOUN
iogr-423	94	18	gas	gas	NOUN
iogr-423	94	19	but	but	CCONJ
iogr-423	94	20	also	also	ADV
iogr-423	94	21	dissolved	dissolve	VERB
iogr-423	94	22	gas	gas	NOUN
iogr-423	94	23	.	.	PUNCT
iogr-423	95	1	the	the	DET
iogr-423	95	2	triple	triple	ADJ
iogr-423	95	3	porous	porous	ADJ
iogr-423	95	4	media	medium	NOUN
iogr-423	95	5	model	model	NOUN
iogr-423	95	6	of	of	ADP
iogr-423	95	7	shale	shale	NOUN
iogr-423	95	8	gas	gas	NOUN
iogr-423	95	9	is	be	AUX
iogr-423	95	10	made	make	VERB
iogr-423	95	11	up	up	ADP
iogr-423	95	12	of	of	ADP
iogr-423	95	13	fractures	fracture	NOUN
iogr-423	95	14	system	system	NOUN
iogr-423	95	15	,	,	PUNCT
iogr-423	95	16	matrix	matrix	NOUN
iogr-423	95	17	system	system	NOUN
iogr-423	95	18	comprising	comprise	VERB
iogr-423	95	19	pores	pore	NOUN
iogr-423	95	20	within	within	ADP
iogr-423	95	21	organic	organic	ADJ
iogr-423	95	22	and	and	CCONJ
iogr-423	95	23	non	non	ADJ
iogr-423	95	24	-	-	ADJ
iogr-423	95	25	organic	organic	ADJ
iogr-423	95	26	matters	matter	NOUN
iogr-423	95	27	and	and	CCONJ
iogr-423	95	28	kerogen	kerogen	NOUN
iogr-423	95	29	blocks	block	NOUN
iogr-423	95	30	containing	contain	VERB
iogr-423	95	31	dissolved	dissolve	VERB
iogr-423	95	32	gas	gas	NOUN
iogr-423	95	33	.	.	PUNCT
iogr-423	96	1	2	2	X
iogr-423	96	2	.	.	X
iogr-423	96	3	four	four	NUM
iogr-423	96	4	models	model	NOUN
iogr-423	96	5	for	for	ADP
iogr-423	96	6	shale	shale	NOUN
iogr-423	96	7	gas	gas	NOUN
iogr-423	96	8	flow	flow	NOUN
iogr-423	96	9	are	be	AUX
iogr-423	96	10	proposed	propose	VERB
iogr-423	96	11	according	accord	VERB
iogr-423	96	12	to	to	ADP
iogr-423	96	13	relationships	relationship	NOUN
iogr-423	96	14	of	of	ADP
iogr-423	96	15	location	location	NOUN
iogr-423	96	16	of	of	ADP
iogr-423	96	17	different	different	ADJ
iogr-423	96	18	flow	flow	NOUN
iogr-423	96	19	media	medium	NOUN
iogr-423	96	20	and	and	CCONJ
iogr-423	96	21	permeability	permeability	NOUN
iogr-423	96	22	mode	mode	NOUN
iogr-423	96	23	.	.	PUNCT
iogr-423	97	1	multiple	multiple	ADJ
iogr-423	97	2	mechanisms	mechanism	NOUN
iogr-423	97	3	of	of	ADP
iogr-423	97	4	darcy	darcy	PROPN
iogr-423	97	5	flow	flow	NOUN
iogr-423	97	6	,	,	PUNCT
iogr-423	97	7	slippage	slippage	NOUN
iogr-423	97	8	flow	flow	NOUN
iogr-423	97	9	,	,	PUNCT
iogr-423	97	10	knudsen	knudsen	PROPN
iogr-423	97	11	flow	flow	PROPN
iogr-423	97	12	,	,	PUNCT
iogr-423	97	13	henry	henry	PROPN
iogr-423	97	14	law	law	PROPN
iogr-423	97	15	and	and	CCONJ
iogr-423	97	16	langmuir	langmuir	PROPN
iogr-423	97	17	desorption	desorption	NOUN
iogr-423	97	18	contribute	contribute	VERB
iogr-423	97	19	to	to	ADP
iogr-423	97	20	gas	gas	NOUN
iogr-423	97	21	flow	flow	NOUN
iogr-423	97	22	in	in	ADP
iogr-423	97	23	shale	shale	NOUN
iogr-423	97	24	reservoirs	reservoir	NOUN
iogr-423	97	25	and	and	CCONJ
iogr-423	97	26	enhance	enhance	VERB
iogr-423	97	27	the	the	DET
iogr-423	97	28	complexity	complexity	NOUN
iogr-423	97	29	of	of	ADP
iogr-423	97	30	shale	shale	NOUN
iogr-423	97	31	gas	gas	NOUN
iogr-423	97	32	flow	flow	NOUN
iogr-423	97	33	.	.	PUNCT
iogr-423	98	1	conflicts	conflict	NOUN
iogr-423	98	2	of	of	ADP
iogr-423	98	3	interest	interest	NOUN
iogr-423	98	4	the	the	DET
iogr-423	98	5	author(s	author(s	NOUN
iogr-423	98	6	)	)	PUNCT
iogr-423	98	7	declare	declare	VERB
iogr-423	98	8	that	that	SCONJ
iogr-423	98	9	they	they	PRON
iogr-423	98	10	have	have	VERB
iogr-423	98	11	no	no	DET
iogr-423	98	12	conflicting	conflict	VERB
iogr-423	98	13	interests	interest	NOUN
iogr-423	98	14	.	.	PUNCT
iogr-423	99	1	references	reference	NOUN
iogr-423	99	2	ambrose	ambrose	PROPN
iogr-423	99	3	,	,	PUNCT
iogr-423	99	4	r.	r.	PROPN
iogr-423	99	5	,	,	PUNCT
iogr-423	99	6	hartman	hartman	PROPN
iogr-423	99	7	,	,	PUNCT
iogr-423	99	8	r.	r.	PROPN
iogr-423	99	9	,	,	PUNCT
iogr-423	99	10	diaz	diaz	PROPN
iogr-423	99	11	-	-	PUNCT
iogr-423	99	12	campos	campos	PROPN
iogr-423	99	13	,	,	PUNCT
iogr-423	99	14	m.	m.	NOUN
iogr-423	99	15	,	,	PUNCT
iogr-423	99	16	et	et	PROPN
iogr-423	99	17	al	al	PROPN
iogr-423	99	18	.	.	PROPN
iogr-423	99	19	2012	2012	NUM
iogr-423	99	20	.	.	PUNCT
iogr-423	100	1	shale	shale	NOUN
iogr-423	100	2	gas	gas	NOUN
iogr-423	100	3	-	-	PUNCT
iogr-423	100	4	in	in	ADP
iogr-423	100	5	-	-	PUNCT
iogr-423	100	6	place	place	NOUN
iogr-423	100	7	calculations	calculation	NOUN
iogr-423	100	8	part	part	NOUN
iogr-423	101	1	i	i	PRON
iogr-423	101	2	:	:	PUNCT
iogr-423	101	3	new	new	ADJ
iogr-423	101	4	pore	pore	ADJ
iogr-423	101	5	-	-	PUNCT
iogr-423	101	6	scale	scale	NOUN
iogr-423	101	7	considerations	consideration	NOUN
iogr-423	101	8	.	.	PUNCT
iogr-423	102	1	spe	spe	PROPN
iogr-423	102	2	journal	journal	PROPN
iogr-423	102	3	17(1	17(1	NUM
iogr-423	102	4	):	):	PUNCT
iogr-423	102	5	219	219	NUM
iogr-423	102	6	-	-	SYM
iogr-423	102	7	229	229	NUM
iogr-423	102	8	.	.	PUNCT
iogr-423	103	1	spe-131772	spe-131772	PROPN
iogr-423	103	2	-	-	PUNCT
iogr-423	103	3	pa	pa	PROPN
iogr-423	103	4	.	.	PROPN
iogr-423	103	5	beskok	beskok	PROPN
iogr-423	103	6	,	,	PUNCT
iogr-423	103	7	a.	a.	NOUN
iogr-423	103	8	and	and	CCONJ
iogr-423	103	9	karniadakis	karniadakis	PROPN
iogr-423	103	10	,	,	PUNCT
iogr-423	103	11	g.	g.	PROPN
iogr-423	103	12	e.	e.	PROPN
iogr-423	103	13	1999	1999	NUM
iogr-423	103	14	.	.	PUNCT
iogr-423	104	1	a	a	DET
iogr-423	104	2	model	model	NOUN
iogr-423	104	3	for	for	ADP
iogr-423	104	4	flows	flow	NOUN
iogr-423	104	5	in	in	ADP
iogr-423	104	6	channels	channel	NOUN
iogr-423	104	7	,	,	PUNCT
iogr-423	104	8	pipes	pipe	NOUN
iogr-423	104	9	,	,	PUNCT
iogr-423	104	10	and	and	CCONJ
iogr-423	104	11	ducts	duct	NOUN
iogr-423	104	12	at	at	ADP
iogr-423	104	13	micro	micro	NOUN
iogr-423	104	14	and	and	CCONJ
iogr-423	104	15	nano	nano	NOUN
iogr-423	104	16	scales	scale	NOUN
iogr-423	104	17	.	.	PUNCT
iogr-423	105	1	nanoscale	nanoscale	NOUN
iogr-423	105	2	and	and	CCONJ
iogr-423	105	3	microscale	microscale	ADJ
iogr-423	105	4	thermophysical	thermophysical	ADJ
iogr-423	105	5	engineering	engineering	NOUN
iogr-423	105	6	3(1	3(1	NUM
iogr-423	105	7	):	):	PUNCT
iogr-423	105	8	43	43	NUM
iogr-423	105	9	-	-	SYM
iogr-423	105	10	77	77	NUM
iogr-423	105	11	.	.	PUNCT
iogr-423	106	1	civan	civan	PROPN
iogr-423	106	2	,	,	PUNCT
iogr-423	106	3	f.	f.	PROPN
iogr-423	106	4	2002	2002	NUM
iogr-423	106	5	.	.	PUNCT
iogr-423	107	1	a	a	DET
iogr-423	107	2	triple	triple	ADJ
iogr-423	107	3	-	-	PUNCT
iogr-423	107	4	mechanism	mechanism	NOUN
iogr-423	107	5	fractal	fractal	ADJ
iogr-423	107	6	model	model	NOUN
iogr-423	107	7	with	with	ADP
iogr-423	107	8	hydraulic	hydraulic	ADJ
iogr-423	107	9	dispersion	dispersion	NOUN
iogr-423	107	10	for	for	ADP
iogr-423	107	11	gas	gas	NOUN
iogr-423	107	12	permeation	permeation	NOUN
iogr-423	107	13	in	in	ADP
iogr-423	107	14	tight	tight	ADJ
iogr-423	107	15	reservoirs	reservoir	NOUN
iogr-423	107	16	.	.	PUNCT
iogr-423	108	1	paper	paper	NOUN
iogr-423	108	2	presented	present	VERB
iogr-423	108	3	in	in	ADP
iogr-423	108	4	spe	spe	PROPN
iogr-423	108	5	international	international	ADJ
iogr-423	108	6	petroleum	petroleum	NOUN
iogr-423	108	7	conference	conference	NOUN
iogr-423	108	8	and	and	CCONJ
iogr-423	108	9	exhibition	exhibition	NOUN
iogr-423	108	10	,	,	PUNCT
iogr-423	108	11	villahermosa	villahermosa	PROPN
iogr-423	108	12	,	,	PUNCT
iogr-423	108	13	mexico	mexico	PROPN
iogr-423	108	14	,	,	PUNCT
iogr-423	108	15	10	10	NUM
iogr-423	108	16	-	-	SYM
iogr-423	108	17	12	12	NUM
iogr-423	108	18	february	february	PROPN
iogr-423	108	19	.	.	PUNCT
iogr-423	109	1	spe-74368	spe-74368	PROPN
iogr-423	109	2	-	-	PUNCT
iogr-423	109	3	ms	ms	PROPN
iogr-423	109	4	.	.	PROPN
iogr-423	109	5	curtis	curtis	PROPN
iogr-423	109	6	,	,	PUNCT
iogr-423	109	7	m.	m.	PROPN
iogr-423	109	8	e.	e.	PROPN
iogr-423	109	9	,	,	PUNCT
iogr-423	109	10	ambrose	ambrose	PROPN
iogr-423	109	11	,	,	PUNCT
iogr-423	109	12	r.	r.	PROPN
iogr-423	109	13	j.	j.	PROPN
iogr-423	109	14	,	,	PUNCT
iogr-423	109	15	sondergeld	sondergeld	PROPN
iogr-423	109	16	,	,	PUNCT
iogr-423	109	17	c.	c.	PROPN
iogr-423	109	18	h.	h.	PROPN
iogr-423	109	19	,	,	PUNCT
iogr-423	109	20	et	et	PROPN
iogr-423	109	21	al	al	PROPN
iogr-423	109	22	.	.	PROPN
iogr-423	109	23	2010	2010	NUM
iogr-423	109	24	.	.	PUNCT
iogr-423	110	1	structural	structural	ADJ
iogr-423	110	2	characterization	characterization	NOUN
iogr-423	110	3	of	of	ADP
iogr-423	110	4	gas	gas	NOUN
iogr-423	110	5	shales	shale	NOUN
iogr-423	110	6	on	on	ADP
iogr-423	110	7	the	the	DET
iogr-423	110	8	microand	microand	NOUN
iogr-423	110	9	nano	nano	NOUN
iogr-423	110	10	-	-	PUNCT
iogr-423	110	11	scales	scale	NOUN
iogr-423	110	12	.	.	PUNCT
iogr-423	111	1	paper	paper	NOUN
iogr-423	111	2	presented	present	VERB
iogr-423	111	3	at	at	ADP
iogr-423	111	4	canadian	canadian	ADJ
iogr-423	111	5	unconventional	unconventional	ADJ
iogr-423	111	6	resources	resource	NOUN
iogr-423	111	7	and	and	CCONJ
iogr-423	111	8	international	international	ADJ
iogr-423	111	9	petroleum	petroleum	NOUN
iogr-423	111	10	conference	conference	NOUN
iogr-423	111	11	,	,	PUNCT
iogr-423	111	12	calgary	calgary	PROPN
iogr-423	111	13	,	,	PUNCT
iogr-423	111	14	alberta	alberta	PROPN
iogr-423	111	15	,	,	PUNCT
iogr-423	111	16	canada	canada	PROPN
iogr-423	111	17	,	,	PUNCT
iogr-423	111	18	19	19	NUM
iogr-423	111	19	-	-	SYM
iogr-423	111	20	21	21	NUM
iogr-423	111	21	october	october	PROPN
iogr-423	111	22	.	.	PUNCT
iogr-423	112	1	spe-137693	spe-137693	PROPN
iogr-423	112	2	-	-	PUNCT
iogr-423	112	3	ms	ms	PROPN
iogr-423	112	4	.	.	PROPN
iogr-423	112	5	huang	huang	PROPN
iogr-423	112	6	,	,	PUNCT
iogr-423	112	7	t.	t.	PROPN
iogr-423	112	8	,	,	PUNCT
iogr-423	112	9	guo	guo	PROPN
iogr-423	112	10	,	,	PUNCT
iogr-423	112	11	x.	x.	NOUN
iogr-423	112	12	,	,	PUNCT
iogr-423	112	13	and	and	CCONJ
iogr-423	112	14	chen	chen	PROPN
iogr-423	112	15	,	,	PUNCT
iogr-423	112	16	f.	f.	PROPN
iogr-423	112	17	f.	f.	PROPN
iogr-423	112	18	2015	2015	NUM
iogr-423	112	19	.	.	PUNCT
iogr-423	113	1	modeling	model	VERB
iogr-423	113	2	transient	transient	ADJ
iogr-423	113	3	flow	flow	NOUN
iogr-423	113	4	behavior	behavior	NOUN
iogr-423	113	5	of	of	ADP
iogr-423	113	6	a	a	DET
iogr-423	113	7	multiscale	multiscale	ADJ
iogr-423	113	8	triple	triple	ADJ
iogr-423	113	9	porosity	porosity	NOUN
iogr-423	113	10	model	model	NOUN
iogr-423	113	11	for	for	ADP
iogr-423	113	12	shale	shale	NOUN
iogr-423	113	13	gas	gas	NOUN
iogr-423	113	14	reservoirs	reservoir	NOUN
iogr-423	113	15	.	.	PUNCT
iogr-423	114	1	journal	journal	NOUN
iogr-423	114	2	of	of	ADP
iogr-423	114	3	natural	natural	ADJ
iogr-423	114	4	gas	gas	NOUN
iogr-423	114	5	science	science	NOUN
iogr-423	114	6	and	and	CCONJ
iogr-423	114	7	engineering	engineering	NOUN
iogr-423	114	8	23(2):33	23(2):33	NUM
iogr-423	114	9	-	-	SYM
iogr-423	114	10	46	46	NUM
iogr-423	114	11	.	.	PUNCT
iogr-423	115	1	javadpour	javadpour	PROPN
iogr-423	115	2	,	,	PUNCT
iogr-423	115	3	f.	f.	PROPN
iogr-423	115	4	,	,	PUNCT
iogr-423	115	5	fisher	fisher	PROPN
iogr-423	115	6	,	,	PUNCT
iogr-423	115	7	d.	d.	PROPN
iogr-423	115	8	,	,	PUNCT
iogr-423	115	9	and	and	CCONJ
iogr-423	115	10	unsworth	unsworth	NOUN
iogr-423	115	11	,	,	PUNCT
iogr-423	115	12	m.	m.	NOUN
iogr-423	115	13	2007	2007	NUM
iogr-423	115	14	.	.	PUNCT
iogr-423	116	1	nanoscale	nanoscale	NOUN
iogr-423	116	2	gas	gas	NOUN
iogr-423	116	3	flow	flow	NOUN
iogr-423	116	4	in	in	ADP
iogr-423	116	5	shale	shale	NOUN
iogr-423	116	6	gas	gas	NOUN
iogr-423	116	7	sediments	sediment	NOUN
iogr-423	116	8	.	.	PUNCT
iogr-423	117	1	j	j	PROPN
iogr-423	117	2	can	can	AUX
iogr-423	117	3	pet	pet	VERB
iogr-423	117	4	technol	technol	NOUN
iogr-423	117	5	46(10	46(10	NOUN
iogr-423	117	6	):	):	PUNCT
iogr-423	117	7	55	55	NUM
iogr-423	117	8	-	-	SYM
iogr-423	117	9	61	61	NUM
iogr-423	117	10	.	.	PUNCT
iogr-423	118	1	jcpt-07	jcpt-07	ADJ
iogr-423	118	2	-	-	PUNCT
iogr-423	118	3	10	10	NUM
iogr-423	118	4	-	-	PUNCT
iogr-423	118	5	06	06	NUM
iogr-423	118	6	.	.	PUNCT
iogr-423	119	1	klinkenberg	klinkenberg	PROPN
iogr-423	119	2	,	,	PUNCT
iogr-423	119	3	l.j.1941	l.j.1941	PROPN
iogr-423	119	4	.	.	PUNCT
iogr-423	120	1	the	the	DET
iogr-423	120	2	permeability	permeability	NOUN
iogr-423	120	3	of	of	ADP
iogr-423	120	4	porous	porous	ADJ
iogr-423	120	5	media	medium	NOUN
iogr-423	120	6	to	to	ADP
iogr-423	120	7	liquid	liquid	NOUN
iogr-423	120	8	and	and	CCONJ
iogr-423	120	9	gases	gas	NOUN
iogr-423	120	10	.	.	PUNCT
iogr-423	121	1	socar	socar	NOUN
iogr-423	121	2	proceddings	procedding	NOUN
iogr-423	121	3	2(2	2(2	NUM
iogr-423	121	4	):	):	PUNCT
iogr-423	121	5	200	200	NUM
iogr-423	121	6	-	-	SYM
iogr-423	121	7	213	213	NUM
iogr-423	121	8	.	.	PUNCT
iogr-423	121	9	knudsen	knudsen	PROPN
iogr-423	121	10	,	,	PUNCT
iogr-423	121	11	m.	m.	NOUN
iogr-423	121	12	1909	1909	NUM
iogr-423	121	13	.	.	PUNCT
iogr-423	122	1	the	the	DET
iogr-423	122	2	laws	law	NOUN
iogr-423	122	3	of	of	ADP
iogr-423	122	4	molecular	molecular	ADJ
iogr-423	122	5	and	and	CCONJ
iogr-423	122	6	viscous	viscous	ADJ
iogr-423	122	7	flow	flow	NOUN
iogr-423	122	8	of	of	ADP
iogr-423	122	9	gases	gas	NOUN
iogr-423	122	10	through	through	ADP
iogr-423	122	11	tubes	tube	NOUN
iogr-423	122	12	.	.	PUNCT
iogr-423	123	1	ann	ann	PROPN
iogr-423	123	2	.	.	PUNCT
iogr-423	124	1	phys	phy	NOUN
iogr-423	124	2	.	.	PUNCT
iogr-423	125	1	333	333	NUM
iogr-423	125	2	(	(	PUNCT
iogr-423	125	3	1	1	NUM
iogr-423	125	4	):	):	PUNCT
iogr-423	125	5	75	75	NUM
iogr-423	125	6	-	-	SYM
iogr-423	125	7	130	130	NUM
iogr-423	125	8	.	.	PUNCT
iogr-423	126	1	ross	ross	PROPN
iogr-423	126	2	,	,	PUNCT
iogr-423	126	3	d.j.k	d.j.k	NOUN
iogr-423	126	4	.	.	PUNCT
iogr-423	126	5	and	and	CCONJ
iogr-423	126	6	bustin	bustin	PROPN
iogr-423	126	7	,	,	PUNCT
iogr-423	126	8	r.m	r.m	PROPN
iogr-423	126	9	.	.	PROPN
iogr-423	126	10	2009	2009	NUM
iogr-423	126	11	.	.	PUNCT
iogr-423	127	1	the	the	DET
iogr-423	127	2	importance	importance	NOUN
iogr-423	127	3	of	of	ADP
iogr-423	127	4	shale	shale	NOUN
iogr-423	127	5	composition	composition	NOUN
iogr-423	127	6	and	and	CCONJ
iogr-423	127	7	pore	pore	ADJ
iogr-423	127	8	structure	structure	NOUN
iogr-423	127	9	upon	upon	SCONJ
iogr-423	127	10	gas	gas	NOUN
iogr-423	127	11	storage	storage	NOUN
iogr-423	127	12	potential	potential	NOUN
iogr-423	127	13	of	of	ADP
iogr-423	127	14	shale	shale	NOUN
iogr-423	127	15	gas	gas	NOUN
iogr-423	127	16	reservoirs	reservoir	NOUN
iogr-423	127	17	.	.	PUNCT
iogr-423	128	1	mar	mar	PROPN
iogr-423	128	2	.	.	PROPN
iogr-423	128	3	pet	pet	PROPN
iogr-423	128	4	.	.	PUNCT
iogr-423	129	1	geol	geol	PROPN
iogr-423	129	2	.	.	PUNCT
iogr-423	130	1	26(6	26(6	NUM
iogr-423	130	2	):	):	PUNCT
iogr-423	130	3	916	916	NUM
iogr-423	130	4	-	-	SYM
iogr-423	130	5	927	927	NUM
iogr-423	130	6	.	.	PUNCT
iogr-423	131	1	sakhaee	sakhaee	NOUN
iogr-423	131	2	-	-	PUNCT
iogr-423	131	3	pour	pour	NOUN
iogr-423	131	4	,	,	PUNCT
iogr-423	131	5	a.	a.	NOUN
iogr-423	131	6	and	and	CCONJ
iogr-423	131	7	bryant	bryant	PROPN
iogr-423	131	8	,	,	PUNCT
iogr-423	131	9	s.	s.	PROPN
iogr-423	131	10	l.	l.	PROPN
iogr-423	131	11	2012	2012	NUM
iogr-423	131	12	.	.	PUNCT
iogr-423	132	1	gas	gas	NOUN
iogr-423	132	2	permeability	permeability	NOUN
iogr-423	132	3	of	of	ADP
iogr-423	132	4	shale	shale	NOUN
iogr-423	132	5	.	.	PUNCT
iogr-423	133	1	spe	spe	PROPN
iogr-423	133	2	reservoir	reservoir	PROPN
iogr-423	133	3	evaluation	evaluation	NOUN
iogr-423	133	4	and	and	CCONJ
iogr-423	133	5	engineering	engineering	NOUN
iogr-423	133	6	,	,	PUNCT
iogr-423	133	7	15(4):401	15(4):401	NUM
iogr-423	133	8	-	-	SYM
iogr-423	133	9	409	409	NUM
iogr-423	133	10	.	.	PUNCT
iogr-423	133	11	spe-146944	spe-146944	PROPN
iogr-423	133	12	-	-	PUNCT
iogr-423	133	13	pa	pa	PROPN
iogr-423	133	14	.	.	PROPN
iogr-423	133	15	ziarani	ziarani	PROPN
iogr-423	133	16	,	,	PUNCT
iogr-423	133	17	a.	a.	PROPN
iogr-423	133	18	s.	s.	PROPN
iogr-423	133	19	and	and	CCONJ
iogr-423	133	20	aguilera	aguilera	PROPN
iogr-423	133	21	,	,	PUNCT
iogr-423	133	22	r.	r.	PROPN
iogr-423	133	23	2011	2011	NUM
iogr-423	133	24	.	.	PUNCT
iogr-423	134	1	knudsen	knudsen	PROPN
iogr-423	134	2	’s	’s	PART
iogr-423	134	3	permeability	permeability	NOUN
iogr-423	134	4	correction	correction	NOUN
iogr-423	134	5	for	for	ADP
iogr-423	134	6	tight	tight	ADJ
iogr-423	134	7	porous	porous	ADJ
iogr-423	134	8	media	medium	NOUN
iogr-423	134	9	.	.	PUNCT
iogr-423	135	1	transport	transport	NOUN
iogr-423	135	2	in	in	ADP
iogr-423	135	3	porous	porous	ADJ
iogr-423	135	4	media	medium	NOUN
iogr-423	135	5	91(1	91(1	NUM
iogr-423	135	6	):	):	PUNCT
iogr-423	135	7	239	239	NUM
iogr-423	135	8	-	-	SYM
iogr-423	135	9	260	260	NUM
iogr-423	135	10	.	.	NOUN
iogr-423	135	11	8	8	NUM
iogr-423	135	12	cai	cai	PROPN
iogr-423	135	13	wang	wang	PROPN
iogr-423	135	14	is	be	AUX
iogr-423	135	15	now	now	ADV
iogr-423	135	16	a	a	DET
iogr-423	135	17	postdoctoral	postdoctoral	ADJ
iogr-423	135	18	fellow	fellow	NOUN
iogr-423	135	19	in	in	ADP
iogr-423	135	20	peking	peking	PROPN
iogr-423	135	21	university	university	PROPN
iogr-423	135	22	,	,	PUNCT
iogr-423	135	23	beijing	beijing	PROPN
iogr-423	135	24	,	,	PUNCT
iogr-423	135	25	china	china	PROPN
iogr-423	135	26	.	.	PUNCT
iogr-423	136	1	his	his	PRON
iogr-423	136	2	research	research	NOUN
iogr-423	136	3	interests	interest	NOUN
iogr-423	136	4	mainly	mainly	ADV
iogr-423	136	5	contain	contain	VERB
iogr-423	136	6	contamination	contamination	NOUN
iogr-423	136	7	of	of	ADP
iogr-423	136	8	shale	shale	NOUN
iogr-423	136	9	gas	gas	NOUN
iogr-423	136	10	development	development	NOUN
iogr-423	136	11	on	on	ADP
iogr-423	136	12	underground	underground	ADJ
iogr-423	136	13	water	water	NOUN
iogr-423	136	14	,	,	PUNCT
iogr-423	136	15	productivity	productivity	NOUN
iogr-423	136	16	analysis	analysis	NOUN
iogr-423	136	17	and	and	CCONJ
iogr-423	136	18	numerical	numerical	ADJ
iogr-423	136	19	modeling	modeling	NOUN
iogr-423	136	20	of	of	ADP
iogr-423	136	21	shale	shale	NOUN
iogr-423	136	22	gas	gas	NOUN
iogr-423	136	23	and	and	CCONJ
iogr-423	136	24	tight	tight	ADJ
iogr-423	136	25	gas	gas	NOUN
iogr-423	136	26	reservoirs	reservoir	NOUN
iogr-423	136	27	.	.	PUNCT
iogr-423	137	1	dr	dr	PROPN
iogr-423	137	2	.	.	PROPN
iogr-423	137	3	wang	wang	PROPN
iogr-423	137	4	hold	hold	VERB
iogr-423	137	5	a	a	DET
iogr-423	137	6	doctoral	doctoral	ADJ
iogr-423	137	7	degree	degree	NOUN
iogr-423	137	8	and	and	CCONJ
iogr-423	137	9	a	a	DET
iogr-423	137	10	bachelor	bachelor	NOUN
iogr-423	137	11	degree	degree	NOUN
iogr-423	137	12	in	in	ADP
iogr-423	137	13	china	china	PROPN
iogr-423	137	14	university	university	PROPN
iogr-423	137	15	of	of	ADP
iogr-423	137	16	geosciences	geoscience	NOUN
iogr-423	137	17	(	(	PUNCT
iogr-423	137	18	beijing	beijing	PROPN
iogr-423	137	19	)	)	PUNCT
iogr-423	137	20	.	.	PUNCT
iogr-423	138	1	gang	gang	PROPN
iogr-423	138	2	lei	lei	PROPN
iogr-423	138	3	is	be	AUX
iogr-423	138	4	a	a	DET
iogr-423	138	5	postdoctoral	postdoctoral	ADJ
iogr-423	138	6	fellow	fellow	NOUN
iogr-423	138	7	at	at	ADP
iogr-423	138	8	the	the	DET
iogr-423	138	9	peking	peking	PROPN
iogr-423	138	10	university	university	NOUN
iogr-423	138	11	.	.	PUNCT
iogr-423	139	1	his	his	PRON
iogr-423	139	2	research	research	NOUN
iogr-423	139	3	interests	interest	NOUN
iogr-423	139	4	include	include	VERB
iogr-423	139	5	theory	theory	NOUN
iogr-423	139	6	and	and	CCONJ
iogr-423	139	7	laboratory	laboratory	NOUN
iogr-423	139	8	studies	study	NOUN
iogr-423	139	9	of	of	ADP
iogr-423	139	10	the	the	DET
iogr-423	139	11	fundamental	fundamental	ADJ
iogr-423	139	12	properties	property	NOUN
iogr-423	139	13	and	and	CCONJ
iogr-423	139	14	behavior	behavior	NOUN
iogr-423	139	15	of	of	ADP
iogr-423	139	16	fractured	fractured	ADJ
iogr-423	139	17	reservoirs	reservoir	NOUN
iogr-423	139	18	,	,	PUNCT
iogr-423	139	19	numerical	numerical	ADJ
iogr-423	139	20	modeling	modeling	NOUN
iogr-423	139	21	of	of	ADP
iogr-423	139	22	fractured	fractured	ADJ
iogr-423	139	23	horizontal	horizontal	ADJ
iogr-423	139	24	wells	well	NOUN
iogr-423	139	25	,	,	PUNCT
iogr-423	139	26	and	and	CCONJ
iogr-423	139	27	enhanced	enhance	VERB
iogr-423	139	28	oil	oil	NOUN
iogr-423	139	29	recovery	recovery	NOUN
iogr-423	139	30	of	of	ADP
iogr-423	139	31	tight	tight	ADJ
iogr-423	139	32	sandstone	sandstone	NOUN
iogr-423	139	33	reservoirs	reservoir	NOUN
iogr-423	139	34	.	.	PUNCT
iogr-423	140	1	lei	lei	PROPN
iogr-423	140	2	holds	hold	VERB
iogr-423	140	3	a	a	DET
iogr-423	140	4	phd	phd	NOUN
iogr-423	140	5	degree	degree	NOUN
iogr-423	140	6	from	from	ADP
iogr-423	140	7	the	the	DET
iogr-423	140	8	china	china	PROPN
iogr-423	140	9	university	university	PROPN
iogr-423	140	10	of	of	ADP
iogr-423	140	11	petroleum	petroleum	PROPN
iogr-423	140	12	,	,	PUNCT
iogr-423	140	13	beijing	beijing	PROPN
iogr-423	140	14	.	.	PUNCT
iogr-423	141	1	he	he	PRON
iogr-423	141	2	is	be	AUX
iogr-423	141	3	a	a	DET
iogr-423	141	4	member	member	NOUN
iogr-423	141	5	of	of	ADP
iogr-423	141	6	spe	spe	PROPN
iogr-423	141	7	.	.	PUNCT
iogr-423	142	1	weirong	weirong	PROPN
iogr-423	142	2	li	li	PROPN
iogr-423	142	3	,	,	PUNCT
iogr-423	142	4	is	be	AUX
iogr-423	142	5	a	a	DET
iogr-423	142	6	postdoctoral	postdoctoral	ADJ
iogr-423	142	7	fellow	fellow	NOUN
iogr-423	142	8	at	at	ADP
iogr-423	142	9	the	the	DET
iogr-423	142	10	peking	peking	PROPN
iogr-423	142	11	university	university	NOUN
iogr-423	142	12	.	.	PUNCT
iogr-423	143	1	his	his	PRON
iogr-423	143	2	research	research	NOUN
iogr-423	143	3	interests	interest	NOUN
iogr-423	143	4	include	include	VERB
iogr-423	143	5	enhance	enhance	VERB
iogr-423	143	6	oil	oil	NOUN
iogr-423	143	7	recovery	recovery	NOUN
iogr-423	143	8	,	,	PUNCT
iogr-423	143	9	reservoir	reservoir	PROPN
iogr-423	143	10	simulation	simulation	PROPN
iogr-423	143	11	,	,	PUNCT
iogr-423	143	12	numerical	numerical	ADJ
iogr-423	143	13	modeling	modeling	NOUN
iogr-423	143	14	of	of	ADP
iogr-423	143	15	fractured	fractured	ADJ
iogr-423	143	16	horizontal	horizontal	ADJ
iogr-423	143	17	wells	well	NOUN
iogr-423	143	18	.	.	PUNCT
iogr-423	144	1	dr	dr	PROPN
iogr-423	144	2	.	.	PROPN
iogr-423	144	3	li	li	PROPN
iogr-423	144	4	holds	hold	VERB
iogr-423	144	5	a	a	DET
iogr-423	144	6	phd	phd	NOUN
iogr-423	144	7	degree	degree	NOUN
iogr-423	144	8	from	from	ADP
iogr-423	144	9	texas	texas	PROPN
iogr-423	144	10	a&m	a&m	PROPN
iogr-423	144	11	university	university	NOUN
iogr-423	144	12	,	,	PUNCT
iogr-423	144	13	and	and	CCONJ
iogr-423	144	14	master	master	NOUN
iogr-423	144	15	degree	degree	NOUN
iogr-423	144	16	from	from	ADP
iogr-423	144	17	research	research	PROPN
iogr-423	144	18	institute	institute	PROPN
iogr-423	144	19	of	of	ADP
iogr-423	144	20	petroleum	petroleum	NOUN
iogr-423	144	21	exploration	exploration	NOUN
iogr-423	144	22	and	and	CCONJ
iogr-423	144	23	development	development	NOUN
iogr-423	144	24	,	,	PUNCT
iogr-423	144	25	petrochina	petrochina	NOUN
iogr-423	144	26	,	,	PUNCT
iogr-423	144	27	beijing	beijing	PROPN
iogr-423	144	28	,	,	PUNCT
iogr-423	144	29	china	china	PROPN
iogr-423	144	30	.	.	PUNCT
iogr-423	145	1	he	he	PRON
iogr-423	145	2	is	be	AUX
iogr-423	145	3	a	a	DET
iogr-423	145	4	member	member	NOUN
iogr-423	145	5	of	of	ADP
iogr-423	145	6	spe	spe	PROPN
iogr-423	145	7	.	.	PUNCT
iogr-423	146	1	abstract	abstract	ADJ
iogr-423	146	2	introduction	introduction	NOUN
iogr-423	146	3	scales	scale	NOUN
iogr-423	146	4	for	for	ADP
iogr-423	146	5	shale	shale	NOUN
iogr-423	146	6	gas	gas	NOUN
iogr-423	146	7	flow	flow	NOUN
iogr-423	146	8	shale	shale	NOUN
iogr-423	146	9	reservoir	reservoir	NOUN
iogr-423	146	10	models	model	NOUN
iogr-423	146	11	of	of	ADP
iogr-423	146	12	triple	triple	ADJ
iogr-423	146	13	porous	porous	ADJ
iogr-423	146	14	media	medium	NOUN
iogr-423	146	15	conclusions	conclusion	NOUN
iogr-423	146	16	conflicts	conflict	NOUN
iogr-423	146	17	of	of	ADP
iogr-423	146	18	interest	interest	NOUN
iogr-423	146	19	references	reference	NOUN