id	sid	tid	token	lemma	pos
iogr-1352	1	1	copyright	copyright	NOUN
iogr-1352	1	2	©	©	ADP
iogr-1352	1	3	the	the	DET
iogr-1352	1	4	author(s	author(s	NOUN
iogr-1352	1	5	)	)	PUNCT
iogr-1352	1	6	.	.	PUNCT
iogr-1352	2	1	this	this	DET
iogr-1352	2	2	work	work	NOUN
iogr-1352	2	3	is	be	AUX
iogr-1352	2	4	licensed	license	VERB
iogr-1352	2	5	under	under	ADP
iogr-1352	2	6	a	a	DET
iogr-1352	2	7	creative	creative	ADJ
iogr-1352	2	8	commons	common	NOUN
iogr-1352	2	9	attribution	attribution	NOUN
iogr-1352	2	10	4.0	4.0	NUM
iogr-1352	2	11	international	international	ADJ
iogr-1352	2	12	license	license	NOUN
iogr-1352	2	13	.	.	PUNCT
iogr-1352	3	1	improved	improve	VERB
iogr-1352	3	2	oil	oil	NOUN
iogr-1352	3	3	and	and	CCONJ
iogr-1352	3	4	gas	gas	NOUN
iogr-1352	3	5	recovery	recovery	NOUN
iogr-1352	3	6	doi	doi	NOUN
iogr-1352	3	7	:	:	PUNCT
iogr-1352	3	8	10.14800	10.14800	NUM
iogr-1352	3	9	/	/	SYM
iogr-1352	4	1	iogr.1352	iogr.1352	PROPN
iogr-1352	4	2	received	receive	VERB
iogr-1352	4	3	december	december	PROPN
iogr-1352	4	4	23	23	NUM
iogr-1352	4	5	,	,	PUNCT
iogr-1352	4	6	2024	2024	NUM
iogr-1352	4	7	;	;	PUNCT
iogr-1352	4	8	revised	revise	VERB
iogr-1352	4	9	february	february	PROPN
iogr-1352	4	10	12	12	NUM
iogr-1352	4	11	,	,	PUNCT
iogr-1352	4	12	2025	2025	NUM
iogr-1352	4	13	;	;	PUNCT
iogr-1352	4	14	accepted	accept	VERB
iogr-1352	4	15	may	may	AUX
iogr-1352	4	16	25	25	NUM
iogr-1352	4	17	,	,	PUNCT
iogr-1352	4	18	2025	2025	NUM
iogr-1352	4	19	.	.	PUNCT
iogr-1352	5	1	*	*	PUNCT
iogr-1352	5	2	corresponding	correspond	VERB
iogr-1352	5	3	author	author	NOUN
iogr-1352	5	4	:	:	PUNCT
iogr-1352	5	5	christian.okalla@futo.edu.ng	christian.okalla@futo.edu.ng	NOUN
iogr-1352	5	6	1	1	NUM
iogr-1352	5	7	a	a	DET
iogr-1352	5	8	comparative	comparative	ADJ
iogr-1352	5	9	study	study	NOUN
iogr-1352	5	10	of	of	ADP
iogr-1352	5	11	the	the	DET
iogr-1352	5	12	rheological	rheological	ADJ
iogr-1352	5	13	properties	property	NOUN
iogr-1352	5	14	under	under	ADP
iogr-1352	5	15	hpht	hpht	NOUN
iogr-1352	5	16	conditions	condition	NOUN
iogr-1352	5	17	anthony	anthony	PROPN
iogr-1352	5	18	ogbaegbe	ogbaegbe	PROPN
iogr-1352	5	19	chikwe	chikwe	VERB
iogr-1352	5	20	,	,	PUNCT
iogr-1352	5	21	christian	christian	PROPN
iogr-1352	5	22	emelu	emelu	PROPN
iogr-1352	5	23	okalla	okalla	PROPN
iogr-1352	5	24	*	*	PROPN
iogr-1352	5	25	,	,	PUNCT
iogr-1352	5	26	federal	federal	ADJ
iogr-1352	5	27	university	university	PROPN
iogr-1352	5	28	of	of	ADP
iogr-1352	5	29	technology	technology	PROPN
iogr-1352	5	30	owerri	owerri	PROPN
iogr-1352	5	31	,	,	PUNCT
iogr-1352	5	32	owerri	owerri	PROPN
iogr-1352	5	33	,	,	PUNCT
iogr-1352	5	34	nigeria	nigeria	PROPN
iogr-1352	5	35	;	;	PUNCT
iogr-1352	5	36	oluwasanmi	oluwasanmi	PROPN
iogr-1352	5	37	olabode	olabode	PROPN
iogr-1352	5	38	,	,	PUNCT
iogr-1352	5	39	and	and	CCONJ
iogr-1352	5	40	abigail	abigail	PROPN
iogr-1352	5	41	lnemesit	lnemesit	PROPN
iogr-1352	5	42	uduak	uduak	PROPN
iogr-1352	5	43	,	,	PUNCT
iogr-1352	5	44	covenant	covenant	ADJ
iogr-1352	5	45	university	university	PROPN
iogr-1352	5	46	abstract	abstract	ADJ
iogr-1352	5	47	well	well	INTJ
iogr-1352	5	48	drilling	drilling	NOUN
iogr-1352	5	49	and	and	CCONJ
iogr-1352	5	50	the	the	DET
iogr-1352	5	51	extraction	extraction	NOUN
iogr-1352	5	52	of	of	ADP
iogr-1352	5	53	hydrocarbons	hydrocarbon	NOUN
iogr-1352	5	54	from	from	ADP
iogr-1352	5	55	the	the	DET
iogr-1352	5	56	wellbore	wellbore	NOUN
iogr-1352	5	57	depend	depend	VERB
iogr-1352	5	58	significantly	significantly	ADV
iogr-1352	5	59	on	on	ADP
iogr-1352	5	60	drilling	drilling	NOUN
iogr-1352	5	61	fluid	fluid	NOUN
iogr-1352	5	62	.	.	PUNCT
iogr-1352	6	1	they	they	PRON
iogr-1352	6	2	have	have	VERB
iogr-1352	6	3	a	a	DET
iogr-1352	6	4	variety	variety	NOUN
iogr-1352	6	5	of	of	ADP
iogr-1352	6	6	functions	function	NOUN
iogr-1352	6	7	,	,	PUNCT
iogr-1352	6	8	including	include	VERB
iogr-1352	6	9	removing	remove	VERB
iogr-1352	6	10	debris	debris	NOUN
iogr-1352	6	11	,	,	PUNCT
iogr-1352	6	12	regulating	regulate	VERB
iogr-1352	6	13	pressures	pressure	NOUN
iogr-1352	6	14	to	to	PART
iogr-1352	6	15	safeguard	safeguard	VERB
iogr-1352	6	16	the	the	DET
iogr-1352	6	17	well	well	NOUN
iogr-1352	6	18	,	,	PUNCT
iogr-1352	6	19	ensuring	ensure	VERB
iogr-1352	6	20	the	the	DET
iogr-1352	6	21	stability	stability	NOUN
iogr-1352	6	22	of	of	ADP
iogr-1352	6	23	the	the	DET
iogr-1352	6	24	well	well	NOUN
iogr-1352	6	25	,	,	PUNCT
iogr-1352	6	26	and	and	CCONJ
iogr-1352	6	27	reducing	reduce	VERB
iogr-1352	6	28	environmental	environmental	ADJ
iogr-1352	6	29	effect	effect	NOUN
iogr-1352	6	30	.	.	PUNCT
iogr-1352	7	1	water	water	NOUN
iogr-1352	7	2	-	-	PUNCT
iogr-1352	7	3	based	base	VERB
iogr-1352	7	4	muds	muds	PROPN
iogr-1352	7	5	(	(	PUNCT
iogr-1352	7	6	wbms	wbms	PROPN
iogr-1352	7	7	)	)	PUNCT
iogr-1352	7	8	and	and	CCONJ
iogr-1352	7	9	oil	oil	NOUN
iogr-1352	7	10	-	-	PUNCT
iogr-1352	7	11	based	base	VERB
iogr-1352	7	12	muds	muds	PROPN
iogr-1352	7	13	(	(	PUNCT
iogr-1352	7	14	obms	obms	NOUN
iogr-1352	7	15	)	)	PUNCT
iogr-1352	7	16	,	,	PUNCT
iogr-1352	7	17	are	be	AUX
iogr-1352	7	18	the	the	DET
iogr-1352	7	19	predominant	predominant	ADJ
iogr-1352	7	20	choices	choice	NOUN
iogr-1352	7	21	of	of	ADP
iogr-1352	7	22	drilling	drilling	NOUN
iogr-1352	7	23	muds	mud	NOUN
iogr-1352	7	24	and	and	CCONJ
iogr-1352	7	25	they	they	PRON
iogr-1352	7	26	encounter	encounter	VERB
iogr-1352	7	27	some	some	DET
iogr-1352	7	28	limitations	limitation	NOUN
iogr-1352	7	29	in	in	ADP
iogr-1352	7	30	maintaining	maintain	VERB
iogr-1352	7	31	optimal	optimal	ADJ
iogr-1352	7	32	rheological	rheological	ADJ
iogr-1352	7	33	properties	property	NOUN
iogr-1352	7	34	under	under	ADP
iogr-1352	7	35	such	such	ADJ
iogr-1352	7	36	extreme	extreme	ADJ
iogr-1352	7	37	conditions	condition	NOUN
iogr-1352	7	38	,	,	PUNCT
iogr-1352	7	39	necessitating	necessitate	VERB
iogr-1352	7	40	advanced	advanced	ADJ
iogr-1352	7	41	formulations	formulation	NOUN
iogr-1352	7	42	.	.	PUNCT
iogr-1352	8	1	wbms	wbms	ADJ
iogr-1352	8	2	struggle	struggle	VERB
iogr-1352	8	3	with	with	ADP
iogr-1352	8	4	stability	stability	NOUN
iogr-1352	8	5	,	,	PUNCT
iogr-1352	8	6	obms	obms	NOUN
iogr-1352	8	7	raise	raise	VERB
iogr-1352	8	8	environmental	environmental	ADJ
iogr-1352	8	9	concerns	concern	NOUN
iogr-1352	8	10	under	under	ADP
iogr-1352	8	11	high	high	ADJ
iogr-1352	8	12	temperature	temperature	NOUN
iogr-1352	8	13	-	-	PUNCT
iogr-1352	8	14	high	high	ADJ
iogr-1352	8	15	pressure	pressure	NOUN
iogr-1352	8	16	(	(	PUNCT
iogr-1352	8	17	hthp	hthp	NOUN
iogr-1352	8	18	)	)	PUNCT
iogr-1352	8	19	conditions	condition	NOUN
iogr-1352	8	20	in	in	ADP
iogr-1352	8	21	subsurface	subsurface	NOUN
iogr-1352	8	22	drilling	drilling	NOUN
iogr-1352	8	23	.	.	PUNCT
iogr-1352	9	1	this	this	DET
iogr-1352	9	2	project	project	NOUN
iogr-1352	9	3	research	research	NOUN
iogr-1352	9	4	is	be	AUX
iogr-1352	9	5	on	on	ADP
iogr-1352	9	6	comparative	comparative	ADJ
iogr-1352	9	7	study	study	NOUN
iogr-1352	9	8	of	of	ADP
iogr-1352	9	9	the	the	DET
iogr-1352	9	10	rheological	rheological	ADJ
iogr-1352	9	11	properties	property	NOUN
iogr-1352	9	12	of	of	ADP
iogr-1352	9	13	formulated	formulated	ADJ
iogr-1352	9	14	water	water	NOUN
iogr-1352	9	15	-	-	PUNCT
iogr-1352	9	16	based	base	VERB
iogr-1352	9	17	mud	mud	NOUN
iogr-1352	9	18	(	(	PUNCT
iogr-1352	9	19	wbm	wbm	PROPN
iogr-1352	9	20	)	)	PUNCT
iogr-1352	9	21	using	use	VERB
iogr-1352	9	22	nano	nano	NOUN
iogr-1352	9	23	particles	particle	NOUN
iogr-1352	9	24	and	and	CCONJ
iogr-1352	9	25	almond	almond	NOUN
iogr-1352	9	26	base	base	NOUN
iogr-1352	9	27	oil	oil	NOUN
iogr-1352	9	28	under	under	ADP
iogr-1352	9	29	hthp	hthp	PROPN
iogr-1352	9	30	conditions	condition	NOUN
iogr-1352	9	31	.	.	PUNCT
iogr-1352	10	1	this	this	DET
iogr-1352	10	2	study	study	NOUN
iogr-1352	10	3	aims	aim	VERB
iogr-1352	10	4	to	to	PART
iogr-1352	10	5	investigate	investigate	VERB
iogr-1352	10	6	the	the	DET
iogr-1352	10	7	rheological	rheological	ADJ
iogr-1352	10	8	properties	property	NOUN
iogr-1352	10	9	and	and	CCONJ
iogr-1352	10	10	performance	performance	NOUN
iogr-1352	10	11	of	of	ADP
iogr-1352	10	12	both	both	DET
iogr-1352	10	13	nanoparticles	nanoparticle	NOUN
iogr-1352	10	14	incorporating	incorporate	VERB
iogr-1352	10	15	water	water	NOUN
iogr-1352	10	16	-	-	PUNCT
iogr-1352	10	17	based	base	VERB
iogr-1352	10	18	mud	mud	NOUN
iogr-1352	10	19	and	and	CCONJ
iogr-1352	10	20	almond	almond	NOUN
iogr-1352	10	21	oil	oil	NOUN
iogr-1352	10	22	-	-	PUNCT
iogr-1352	10	23	based	base	VERB
iogr-1352	10	24	mud	mud	NOUN
iogr-1352	10	25	,	,	PUNCT
iogr-1352	10	26	incorporating	incorporate	VERB
iogr-1352	10	27	varying	vary	VERB
iogr-1352	10	28	concentrations	concentration	NOUN
iogr-1352	10	29	of	of	ADP
iogr-1352	10	30	silica	silica	NOUN
iogr-1352	10	31	oxide	oxide	NOUN
iogr-1352	10	32	nanoparticles	nanoparticle	NOUN
iogr-1352	10	33	(	(	PUNCT
iogr-1352	10	34	0.1	0.1	NUM
iogr-1352	10	35	%	%	NOUN
iogr-1352	10	36	,	,	PUNCT
iogr-1352	10	37	1	1	NUM
iogr-1352	10	38	%	%	NOUN
iogr-1352	10	39	,	,	PUNCT
iogr-1352	10	40	5	5	NUM
iogr-1352	10	41	%	%	NOUN
iogr-1352	10	42	,	,	PUNCT
iogr-1352	10	43	and	and	CCONJ
iogr-1352	10	44	10	10	NUM
iogr-1352	10	45	%	%	NOUN
iogr-1352	10	46	)	)	PUNCT
iogr-1352	10	47	.	.	PUNCT
iogr-1352	11	1	the	the	DET
iogr-1352	11	2	focus	focus	NOUN
iogr-1352	11	3	is	be	AUX
iogr-1352	11	4	on	on	ADP
iogr-1352	11	5	assessing	assess	VERB
iogr-1352	11	6	the	the	DET
iogr-1352	11	7	mud	mud	NOUN
iogr-1352	11	8	's	's	PART
iogr-1352	11	9	density	density	NOUN
iogr-1352	11	10	,	,	PUNCT
iogr-1352	11	11	gel	gel	NOUN
iogr-1352	11	12	strength	strength	NOUN
iogr-1352	11	13	,	,	PUNCT
iogr-1352	11	14	dial	dial	NOUN
iogr-1352	11	15	readings	reading	NOUN
iogr-1352	11	16	,	,	PUNCT
iogr-1352	11	17	plastic	plastic	ADJ
iogr-1352	11	18	viscosity	viscosity	NOUN
iogr-1352	11	19	(	(	PUNCT
iogr-1352	11	20	pv	pv	NOUN
iogr-1352	11	21	)	)	PUNCT
iogr-1352	11	22	,	,	PUNCT
iogr-1352	11	23	yield	yield	NOUN
iogr-1352	11	24	point	point	NOUN
iogr-1352	11	25	(	(	PUNCT
iogr-1352	11	26	yp	yp	NOUN
iogr-1352	11	27	)	)	PUNCT
iogr-1352	11	28	,	,	PUNCT
iogr-1352	11	29	apparent	apparent	ADJ
iogr-1352	11	30	viscosity	viscosity	NOUN
iogr-1352	11	31	(	(	PUNCT
iogr-1352	11	32	av	av	NOUN
iogr-1352	11	33	)	)	PUNCT
iogr-1352	11	34	,	,	PUNCT
iogr-1352	11	35	fluid	fluid	ADJ
iogr-1352	11	36	loss	loss	NOUN
iogr-1352	11	37	,	,	PUNCT
iogr-1352	11	38	and	and	CCONJ
iogr-1352	11	39	mud	mud	NOUN
iogr-1352	11	40	cake	cake	NOUN
iogr-1352	11	41	thickness	thickness	NOUN
iogr-1352	11	42	.	.	PUNCT
iogr-1352	12	1	results	result	NOUN
iogr-1352	12	2	demonstrate	demonstrate	VERB
iogr-1352	12	3	that	that	SCONJ
iogr-1352	12	4	the	the	DET
iogr-1352	12	5	addition	addition	NOUN
iogr-1352	12	6	of	of	ADP
iogr-1352	12	7	silica	silica	NOUN
iogr-1352	12	8	oxide	oxide	NOUN
iogr-1352	12	9	nanoparticles	nanoparticle	NOUN
iogr-1352	12	10	significantly	significantly	ADV
iogr-1352	12	11	enhances	enhance	VERB
iogr-1352	12	12	the	the	DET
iogr-1352	12	13	mud	mud	NOUN
iogr-1352	12	14	's	's	PART
iogr-1352	12	15	rheological	rheological	ADJ
iogr-1352	12	16	properties	property	NOUN
iogr-1352	12	17	,	,	PUNCT
iogr-1352	12	18	with	with	ADP
iogr-1352	12	19	optimal	optimal	ADJ
iogr-1352	12	20	performance	performance	NOUN
iogr-1352	12	21	observed	observe	VERB
iogr-1352	12	22	at	at	ADP
iogr-1352	12	23	a	a	DET
iogr-1352	12	24	5	5	NUM
iogr-1352	12	25	%	%	NOUN
iogr-1352	12	26	concentration	concentration	NOUN
iogr-1352	12	27	for	for	ADP
iogr-1352	12	28	both	both	DET
iogr-1352	12	29	mud	mud	NOUN
iogr-1352	12	30	types	type	NOUN
iogr-1352	12	31	.	.	PUNCT
iogr-1352	13	1	cost	cost	NOUN
iogr-1352	13	2	-	-	PUNCT
iogr-1352	13	3	effectiveness	effectiveness	NOUN
iogr-1352	13	4	,	,	PUNCT
iogr-1352	13	5	environmental	environmental	ADJ
iogr-1352	13	6	impact	impact	NOUN
iogr-1352	13	7	,	,	PUNCT
iogr-1352	13	8	and	and	CCONJ
iogr-1352	13	9	ease	ease	NOUN
iogr-1352	13	10	of	of	ADP
iogr-1352	13	11	use	use	NOUN
iogr-1352	13	12	were	be	AUX
iogr-1352	13	13	also	also	ADV
iogr-1352	13	14	evaluated	evaluate	VERB
iogr-1352	13	15	,	,	PUNCT
iogr-1352	13	16	with	with	ADP
iogr-1352	13	17	silica	silica	NOUN
iogr-1352	13	18	nanoparticles	nanoparticle	NOUN
iogr-1352	13	19	in	in	ADP
iogr-1352	13	20	water	water	NOUN
iogr-1352	13	21	-	-	PUNCT
iogr-1352	13	22	based	base	VERB
iogr-1352	13	23	mud	mud	NOUN
iogr-1352	13	24	having	have	VERB
iogr-1352	13	25	good	good	ADJ
iogr-1352	13	26	rheological	rheological	ADJ
iogr-1352	13	27	properties	property	NOUN
iogr-1352	13	28	compared	compare	VERB
iogr-1352	13	29	to	to	ADP
iogr-1352	13	30	normal	normal	ADJ
iogr-1352	13	31	water	water	NOUN
iogr-1352	13	32	-	-	PUNCT
iogr-1352	13	33	based	base	VERB
iogr-1352	13	34	mud	mud	NOUN
iogr-1352	13	35	and	and	CCONJ
iogr-1352	13	36	almond	almond	NOUN
iogr-1352	13	37	oil	oil	NOUN
iogr-1352	13	38	-	-	PUNCT
iogr-1352	13	39	based	base	VERB
iogr-1352	13	40	muds	muds	PROPN
iogr-1352	13	41	offering	offer	VERB
iogr-1352	13	42	superior	superior	ADJ
iogr-1352	13	43	environmental	environmental	ADJ
iogr-1352	13	44	benefits	benefit	NOUN
iogr-1352	13	45	,	,	PUNCT
iogr-1352	13	46	while	while	SCONJ
iogr-1352	13	47	diesel	diesel	NOUN
iogr-1352	13	48	-	-	PUNCT
iogr-1352	13	49	based	base	VERB
iogr-1352	13	50	muds	muds	PROPN
iogr-1352	13	51	provided	provide	VERB
iogr-1352	13	52	better	well	ADJ
iogr-1352	13	53	cost	cost	NOUN
iogr-1352	13	54	efficiency	efficiency	NOUN
iogr-1352	13	55	and	and	CCONJ
iogr-1352	13	56	handling	handling	NOUN
iogr-1352	13	57	.	.	PUNCT
iogr-1352	14	1	introduction	introduction	NOUN
iogr-1352	14	2	drilling	drilling	NOUN
iogr-1352	14	3	fluids	fluid	NOUN
iogr-1352	14	4	constitute	constitute	VERB
iogr-1352	14	5	for	for	ADP
iogr-1352	14	6	15	15	NUM
iogr-1352	14	7	%	%	NOUN
iogr-1352	14	8	to	to	PART
iogr-1352	14	9	18	18	NUM
iogr-1352	14	10	%	%	NOUN
iogr-1352	14	11	of	of	ADP
iogr-1352	14	12	the	the	DET
iogr-1352	14	13	overall	overall	ADJ
iogr-1352	14	14	cost	cost	NOUN
iogr-1352	14	15	of	of	ADP
iogr-1352	14	16	petroleum	petroleum	NOUN
iogr-1352	14	17	well	well	ADV
iogr-1352	14	18	drilling	drilling	NOUN
iogr-1352	15	1	and	and	CCONJ
iogr-1352	15	2	they	they	PRON
iogr-1352	15	3	must	must	AUX
iogr-1352	15	4	typically	typically	ADV
iogr-1352	15	5	meet	meet	VERB
iogr-1352	15	6	these	these	DET
iogr-1352	15	7	essential	essential	ADJ
iogr-1352	15	8	criteria	criterion	NOUN
iogr-1352	15	9	:	:	PUNCT
iogr-1352	15	10	they	they	PRON
iogr-1352	15	11	must	must	AUX
iogr-1352	15	12	be	be	AUX
iogr-1352	15	13	:	:	PUNCT
iogr-1352	15	14	easy	easy	ADJ
iogr-1352	15	15	to	to	PART
iogr-1352	15	16	use	use	VERB
iogr-1352	15	17	;	;	PUNCT
iogr-1352	15	18	cost	cost	NOUN
iogr-1352	15	19	-	-	PUNCT
iogr-1352	15	20	effective	effective	ADJ
iogr-1352	15	21	;	;	PUNCT
iogr-1352	15	22	and	and	CCONJ
iogr-1352	15	23	environmentally	environmentally	ADV
iogr-1352	15	24	friendly	friendly	ADJ
iogr-1352	15	25	(	(	PUNCT
iogr-1352	15	26	khodja	khodja	PROPN
iogr-1352	15	27	et	et	PROPN
iogr-1352	15	28	al	al	PROPN
iogr-1352	15	29	.	.	PROPN
iogr-1352	15	30	2010	2010	NUM
iogr-1352	15	31	)	)	PUNCT
iogr-1352	15	32	.	.	PUNCT
iogr-1352	16	1	well	well	INTJ
iogr-1352	16	2	drilling	drilling	NOUN
iogr-1352	16	3	and	and	CCONJ
iogr-1352	16	4	the	the	DET
iogr-1352	16	5	extraction	extraction	NOUN
iogr-1352	16	6	of	of	ADP
iogr-1352	16	7	hydrocarbons	hydrocarbon	NOUN
iogr-1352	16	8	from	from	ADP
iogr-1352	16	9	the	the	DET
iogr-1352	16	10	wellbore	wellbore	NOUN
iogr-1352	16	11	depend	depend	VERB
iogr-1352	16	12	significantly	significantly	ADV
iogr-1352	16	13	on	on	ADP
iogr-1352	16	14	drilling	drilling	NOUN
iogr-1352	16	15	fluid	fluid	NOUN
iogr-1352	16	16	(	(	PUNCT
iogr-1352	16	17	vishnyakov	vishnyakov	NOUN
iogr-1352	16	18	et	et	PROPN
iogr-1352	16	19	al	al	PROPN
iogr-1352	16	20	.	.	PROPN
iogr-1352	16	21	2020	2020	NUM
iogr-1352	16	22	)	)	PUNCT
iogr-1352	16	23	.	.	PUNCT
iogr-1352	17	1	they	they	PRON
iogr-1352	17	2	have	have	VERB
iogr-1352	17	3	a	a	DET
iogr-1352	17	4	variety	variety	NOUN
iogr-1352	17	5	of	of	ADP
iogr-1352	17	6	functions	function	NOUN
iogr-1352	17	7	,	,	PUNCT
iogr-1352	17	8	including	include	VERB
iogr-1352	17	9	removing	remove	VERB
iogr-1352	17	10	debris	debris	NOUN
iogr-1352	17	11	from	from	ADP
iogr-1352	17	12	the	the	DET
iogr-1352	17	13	well	well	NOUN
iogr-1352	17	14	,	,	PUNCT
iogr-1352	17	15	regulating	regulate	VERB
iogr-1352	17	16	formation	formation	NOUN
iogr-1352	17	17	pressures	pressure	NOUN
iogr-1352	17	18	to	to	PART
iogr-1352	17	19	safeguard	safeguard	VERB
iogr-1352	17	20	the	the	DET
iogr-1352	17	21	well	well	NOUN
iogr-1352	17	22	,	,	PUNCT
iogr-1352	17	23	ensuring	ensure	VERB
iogr-1352	17	24	the	the	DET
iogr-1352	17	25	stability	stability	NOUN
iogr-1352	17	26	of	of	ADP
iogr-1352	17	27	the	the	DET
iogr-1352	17	28	well	well	NOUN
iogr-1352	17	29	,	,	PUNCT
iogr-1352	17	30	supporting	support	VERB
iogr-1352	17	31	,	,	PUNCT
iogr-1352	17	32	lubricating	lubricating	NOUN
iogr-1352	17	33	,	,	PUNCT
iogr-1352	17	34	and	and	CCONJ
iogr-1352	17	35	cooling	cool	VERB
iogr-1352	17	36	the	the	DET
iogr-1352	17	37	drill	drill	NOUN
iogr-1352	17	38	string	string	NOUN
iogr-1352	17	39	and	and	CCONJ
iogr-1352	17	40	drill	drill	NOUN
iogr-1352	17	41	bit	bit	NOUN
iogr-1352	17	42	and	and	CCONJ
iogr-1352	17	43	reducing	reduce	VERB
iogr-1352	17	44	environmental	environmental	ADJ
iogr-1352	17	45	effect	effect	NOUN
iogr-1352	17	46	(	(	PUNCT
iogr-1352	17	47	almotasim	almotasim	NOUN
iogr-1352	17	48	et	et	PROPN
iogr-1352	17	49	al	al	PROPN
iogr-1352	17	50	.	.	PROPN
iogr-1352	17	51	2023	2023	NUM
iogr-1352	17	52	)	)	PUNCT
iogr-1352	17	53	.	.	PUNCT
iogr-1352	18	1	the	the	DET
iogr-1352	18	2	rheological	rheological	ADJ
iogr-1352	18	3	characteristics	characteristic	NOUN
iogr-1352	18	4	of	of	ADP
iogr-1352	18	5	drilling	drilling	NOUN
iogr-1352	18	6	muds	mud	NOUN
iogr-1352	18	7	,	,	PUNCT
iogr-1352	18	8	particularly	particularly	ADV
iogr-1352	18	9	in	in	ADP
iogr-1352	18	10	the	the	DET
iogr-1352	18	11	context	context	NOUN
iogr-1352	18	12	of	of	ADP
iogr-1352	18	13	severe	severe	ADJ
iogr-1352	18	14	conditions	condition	NOUN
iogr-1352	18	15	such	such	ADJ
iogr-1352	18	16	as	as	ADP
iogr-1352	18	17	those	those	PRON
iogr-1352	18	18	encountered	encounter	VERB
iogr-1352	18	19	in	in	ADP
iogr-1352	18	20	high	high	ADJ
iogr-1352	18	21	temperature	temperature	NOUN
iogr-1352	18	22	and	and	CCONJ
iogr-1352	18	23	high	high	ADJ
iogr-1352	18	24	pressure	pressure	NOUN
iogr-1352	18	25	(	(	PUNCT
iogr-1352	18	26	hthp	hthp	NOUN
iogr-1352	18	27	)	)	PUNCT
iogr-1352	18	28	environments	environment	NOUN
iogr-1352	18	29	,	,	PUNCT
iogr-1352	18	30	play	play	VERB
iogr-1352	18	31	a	a	DET
iogr-1352	18	32	pivotal	pivotal	ADJ
iogr-1352	18	33	role	role	NOUN
iogr-1352	18	34	in	in	ADP
iogr-1352	18	35	determining	determine	VERB
iogr-1352	18	36	the	the	DET
iogr-1352	18	37	success	success	NOUN
iogr-1352	18	38	of	of	ADP
iogr-1352	18	39	drilling	drilling	NOUN
iogr-1352	18	40	operations	operation	NOUN
iogr-1352	18	41	.	.	PUNCT
iogr-1352	19	1	the	the	DET
iogr-1352	19	2	viscosity	viscosity	NOUN
iogr-1352	19	3	and	and	CCONJ
iogr-1352	19	4	flow	flow	NOUN
iogr-1352	19	5	behavior	behavior	NOUN
iogr-1352	19	6	of	of	ADP
iogr-1352	19	7	these	these	DET
iogr-1352	19	8	muds	mud	NOUN
iogr-1352	19	9	under	under	ADP
iogr-1352	19	10	such	such	ADJ
iogr-1352	19	11	extreme	extreme	ADJ
iogr-1352	19	12	conditions	condition	NOUN
iogr-1352	19	13	are	be	AUX
iogr-1352	19	14	essential	essential	ADJ
iogr-1352	19	15	parameters	parameter	NOUN
iogr-1352	19	16	that	that	PRON
iogr-1352	19	17	can	can	AUX
iogr-1352	19	18	significantly	significantly	ADV
iogr-1352	19	19	impact	impact	VERB
iogr-1352	19	20	the	the	DET
iogr-1352	19	21	efficiency	efficiency	NOUN
iogr-1352	19	22	and	and	CCONJ
iogr-1352	19	23	effectiveness	effectiveness	NOUN
iogr-1352	19	24	of	of	ADP
iogr-1352	19	25	the	the	DET
iogr-1352	19	26	drilling	drilling	NOUN
iogr-1352	19	27	process	process	NOUN
iogr-1352	19	28	.	.	PUNCT
iogr-1352	20	1	among	among	ADP
iogr-1352	20	2	the	the	DET
iogr-1352	20	3	various	various	ADJ
iogr-1352	20	4	types	type	NOUN
iogr-1352	20	5	of	of	ADP
iogr-1352	20	6	drilling	drilling	NOUN
iogr-1352	20	7	fluids	fluid	NOUN
iogr-1352	20	8	available	available	ADJ
iogr-1352	20	9	,	,	PUNCT
iogr-1352	20	10	water	water	NOUN
iogr-1352	20	11	-	-	PUNCT
iogr-1352	20	12	based	base	VERB
iogr-1352	20	13	muds	muds	PROPN
iogr-1352	20	14	(	(	PUNCT
iogr-1352	20	15	wbms	wbms	PROPN
iogr-1352	20	16	)	)	PUNCT
iogr-1352	20	17	and	and	CCONJ
iogr-1352	20	18	oil	oil	NOUN
iogr-1352	20	19	-	-	PUNCT
iogr-1352	20	20	based	base	VERB
iogr-1352	20	21	muds	muds	PROPN
iogr-1352	20	22	(	(	PUNCT
iogr-1352	20	23	obms	obms	NOUN
iogr-1352	20	24	)	)	PUNCT
iogr-1352	20	25	have	have	AUX
iogr-1352	20	26	traditionally	traditionally	ADV
iogr-1352	20	27	been	be	AUX
iogr-1352	20	28	the	the	DET
iogr-1352	20	29	primary	primary	ADJ
iogr-1352	20	30	options	option	NOUN
iogr-1352	20	31	that	that	PRON
iogr-1352	20	32	drillers	driller	NOUN
iogr-1352	20	33	rely	rely	VERB
iogr-1352	20	34	on	on	ADP
iogr-1352	20	35	(	(	PUNCT
iogr-1352	20	36	agwu	agwu	ADJ
iogr-1352	20	37	,	,	PUNCT
iogr-1352	20	38	2021	2021	NUM
iogr-1352	20	39	)	)	PUNCT
iogr-1352	20	40	.	.	PUNCT
iogr-1352	21	1	these	these	DET
iogr-1352	21	2	muds	mud	NOUN
iogr-1352	21	3	are	be	AUX
iogr-1352	21	4	specifically	specifically	ADV
iogr-1352	21	5	formulated	formulate	VERB
iogr-1352	21	6	to	to	PART
iogr-1352	21	7	provide	provide	VERB
iogr-1352	21	8	optimal	optimal	ADJ
iogr-1352	21	9	performance	performance	NOUN
iogr-1352	21	10	in	in	ADP
iogr-1352	21	11	terms	term	NOUN
iogr-1352	21	12	of	of	ADP
iogr-1352	21	13	cooling	cool	VERB
iogr-1352	21	14	the	the	DET
iogr-1352	21	15	drill	drill	NOUN
iogr-1352	21	16	bit	bit	NOUN
iogr-1352	21	17	,	,	PUNCT
iogr-1352	21	18	lubricating	lubricate	VERB
iogr-1352	21	19	the	the	DET
iogr-1352	21	20	drill	drill	NOUN
iogr-1352	21	21	string	string	NOUN
iogr-1352	21	22	,	,	PUNCT
iogr-1352	21	23	and	and	CCONJ
iogr-1352	21	24	maintaining	maintain	VERB
iogr-1352	21	25	stability	stability	NOUN
iogr-1352	21	26	in	in	ADP
iogr-1352	21	27	the	the	DET
iogr-1352	21	28	borehole	borehole	NOUN
iogr-1352	21	29	.	.	PUNCT
iogr-1352	22	1	the	the	DET
iogr-1352	22	2	choice	choice	NOUN
iogr-1352	22	3	between	between	ADP
iogr-1352	22	4	wbm	wbm	PROPN
iogr-1352	22	5	and	and	CCONJ
iogr-1352	22	6	obm	obm	PROPN
iogr-1352	22	7	often	often	ADV
iogr-1352	22	8	depends	depend	VERB
iogr-1352	22	9	on	on	ADP
iogr-1352	22	10	the	the	DET
iogr-1352	22	11	specific	specific	ADJ
iogr-1352	22	12	requirements	requirement	NOUN
iogr-1352	22	13	of	of	ADP
iogr-1352	22	14	the	the	DET
iogr-1352	22	15	drilling	drilling	NOUN
iogr-1352	22	16	operation	operation	NOUN
iogr-1352	22	17	,	,	PUNCT
iogr-1352	22	18	such	such	ADJ
iogr-1352	22	19	mailto:christian.okalla@futo.edu.ng	mailto:christian.okalla@futo.edu.ng	NOUN
iogr-1352	22	20	improved	improve	VERB
iogr-1352	22	21	oil	oil	NOUN
iogr-1352	22	22	and	and	CCONJ
iogr-1352	22	23	gas	gas	NOUN
iogr-1352	22	24	recovery	recovery	NOUN
iogr-1352	22	25	2	2	NUM
iogr-1352	22	26	as	as	ADP
iogr-1352	22	27	the	the	DET
iogr-1352	22	28	type	type	NOUN
iogr-1352	22	29	of	of	ADP
iogr-1352	22	30	formation	formation	NOUN
iogr-1352	22	31	being	be	AUX
iogr-1352	22	32	drilled	drill	VERB
iogr-1352	22	33	,	,	PUNCT
iogr-1352	22	34	the	the	DET
iogr-1352	22	35	temperature	temperature	NOUN
iogr-1352	22	36	and	and	CCONJ
iogr-1352	22	37	pressure	pressure	NOUN
iogr-1352	22	38	conditions	condition	NOUN
iogr-1352	22	39	,	,	PUNCT
iogr-1352	22	40	and	and	CCONJ
iogr-1352	22	41	environmental	environmental	ADJ
iogr-1352	22	42	regulations	regulation	NOUN
iogr-1352	22	43	.	.	PUNCT
iogr-1352	23	1	in	in	ADP
iogr-1352	23	2	addition	addition	NOUN
iogr-1352	23	3	to	to	ADP
iogr-1352	23	4	these	these	DET
iogr-1352	23	5	conventional	conventional	ADJ
iogr-1352	23	6	options	option	NOUN
iogr-1352	23	7	,	,	PUNCT
iogr-1352	23	8	ongoing	ongoing	ADJ
iogr-1352	23	9	research	research	NOUN
iogr-1352	23	10	and	and	CCONJ
iogr-1352	23	11	development	development	NOUN
iogr-1352	23	12	have	have	AUX
iogr-1352	23	13	led	lead	VERB
iogr-1352	23	14	to	to	ADP
iogr-1352	23	15	the	the	DET
iogr-1352	23	16	exploration	exploration	NOUN
iogr-1352	23	17	of	of	ADP
iogr-1352	23	18	alternative	alternative	ADJ
iogr-1352	23	19	drilling	drilling	NOUN
iogr-1352	23	20	fluids	fluid	NOUN
iogr-1352	23	21	,	,	PUNCT
iogr-1352	23	22	such	such	ADJ
iogr-1352	23	23	as	as	ADP
iogr-1352	23	24	synthetic	synthetic	NOUN
iogr-1352	23	25	-	-	PUNCT
iogr-1352	23	26	based	base	VERB
iogr-1352	23	27	muds	mud	NOUN
iogr-1352	23	28	and	and	CCONJ
iogr-1352	23	29	various	various	ADJ
iogr-1352	23	30	types	type	NOUN
iogr-1352	23	31	of	of	ADP
iogr-1352	23	32	invert	invert	NOUN
iogr-1352	23	33	emulsion	emulsion	NOUN
iogr-1352	23	34	fluids	fluid	NOUN
iogr-1352	23	35	,	,	PUNCT
iogr-1352	23	36	which	which	PRON
iogr-1352	23	37	offer	offer	VERB
iogr-1352	23	38	improved	improved	ADJ
iogr-1352	23	39	performance	performance	NOUN
iogr-1352	23	40	in	in	ADP
iogr-1352	23	41	certain	certain	ADJ
iogr-1352	23	42	scenarios	scenario	NOUN
iogr-1352	23	43	.	.	PUNCT
iogr-1352	24	1	the	the	DET
iogr-1352	24	2	summary	summary	NOUN
iogr-1352	24	3	of	of	ADP
iogr-1352	24	4	other	other	ADJ
iogr-1352	24	5	related	related	ADJ
iogr-1352	24	6	work	work	NOUN
iogr-1352	24	7	in	in	ADP
iogr-1352	24	8	this	this	DET
iogr-1352	24	9	field	field	NOUN
iogr-1352	24	10	is	be	AUX
iogr-1352	24	11	presented	present	VERB
iogr-1352	24	12	in	in	ADP
iogr-1352	24	13	table	table	NOUN
iogr-1352	24	14	1	1	NUM
iogr-1352	24	15	,	,	PUNCT
iogr-1352	24	16	which	which	PRON
iogr-1352	24	17	provides	provide	VERB
iogr-1352	24	18	a	a	DET
iogr-1352	24	19	comprehensive	comprehensive	ADJ
iogr-1352	24	20	overview	overview	NOUN
iogr-1352	24	21	of	of	ADP
iogr-1352	24	22	the	the	DET
iogr-1352	24	23	various	various	ADJ
iogr-1352	24	24	studies	study	NOUN
iogr-1352	24	25	and	and	CCONJ
iogr-1352	24	26	findings	finding	NOUN
iogr-1352	24	27	that	that	PRON
iogr-1352	24	28	have	have	AUX
iogr-1352	24	29	contributed	contribute	VERB
iogr-1352	24	30	to	to	ADP
iogr-1352	24	31	the	the	DET
iogr-1352	24	32	understanding	understanding	NOUN
iogr-1352	24	33	and	and	CCONJ
iogr-1352	24	34	advancement	advancement	NOUN
iogr-1352	24	35	of	of	ADP
iogr-1352	24	36	drilling	drill	VERB
iogr-1352	24	37	mud	mud	NOUN
iogr-1352	24	38	technology	technology	NOUN
iogr-1352	24	39	,	,	PUNCT
iogr-1352	24	40	particularly	particularly	ADV
iogr-1352	24	41	concerning	concern	VERB
iogr-1352	24	42	their	their	PRON
iogr-1352	24	43	rheological	rheological	ADJ
iogr-1352	24	44	properties	property	NOUN
iogr-1352	24	45	under	under	ADP
iogr-1352	24	46	extreme	extreme	ADJ
iogr-1352	24	47	conditions	condition	NOUN
iogr-1352	24	48	.	.	PUNCT
iogr-1352	25	1	table	table	NOUN
iogr-1352	25	2	1	1	NUM
iogr-1352	25	3	—	—	PUNCT
iogr-1352	25	4	review	review	NOUN
iogr-1352	25	5	study	study	NOUN
iogr-1352	25	6	.	.	PUNCT
iogr-1352	26	1	authors	author	NOUN
iogr-1352	26	2	(	(	PUNCT
iogr-1352	26	3	year	year	NOUN
iogr-1352	26	4	)	)	PUNCT
iogr-1352	26	5	materials	material	NOUN
iogr-1352	26	6	used	use	VERB
iogr-1352	26	7	base	base	NOUN
iogr-1352	26	8	fluid	fluid	NOUN
iogr-1352	26	9	modified	modify	VERB
iogr-1352	26	10	properties	property	NOUN
iogr-1352	26	11	summary	summary	NOUN
iogr-1352	26	12	of	of	ADP
iogr-1352	26	13	result	result	NOUN
iogr-1352	26	14	gaps	gap	NOUN
iogr-1352	26	15	identified	identify	VERB
iogr-1352	26	16	ananwe	ananwe	NOUN
iogr-1352	26	17	et	et	PROPN
iogr-1352	26	18	.	.	PUNCT
iogr-1352	27	1	al	al	PROPN
iogr-1352	27	2	.	.	PROPN
iogr-1352	28	1	(	(	PUNCT
iogr-1352	28	2	2014	2014	NUM
iogr-1352	28	3	)	)	PUNCT
iogr-1352	28	4	jatropha	jatropha	PROPN
iogr-1352	28	5	oil	oil	NOUN
iogr-1352	28	6	groundnut	groundnut	NOUN
iogr-1352	28	7	oil	oil	NOUN
iogr-1352	28	8	oil	oil	NOUN
iogr-1352	28	9	viscosity	viscosity	NOUN
iogr-1352	28	10	the	the	DET
iogr-1352	28	11	obm	obm	NUM
iogr-1352	28	12	made	make	VERB
iogr-1352	28	13	with	with	ADP
iogr-1352	28	14	groundnut	groundnut	NOUN
iogr-1352	28	15	and	and	CCONJ
iogr-1352	28	16	jatropha	jatropha	NOUN
iogr-1352	28	17	oils	oil	NOUN
iogr-1352	28	18	were	be	AUX
iogr-1352	28	19	respectively	respectively	ADV
iogr-1352	28	20	2.7	2.7	NUM
iogr-1352	28	21	and	and	CCONJ
iogr-1352	28	22	3	3	NUM
iogr-1352	28	23	times	time	NOUN
iogr-1352	28	24	more	more	ADV
iogr-1352	28	25	viscous	viscous	ADJ
iogr-1352	28	26	than	than	ADP
iogr-1352	28	27	the	the	DET
iogr-1352	28	28	mud	mud	NOUN
iogr-1352	28	29	based	base	VERB
iogr-1352	28	30	on	on	ADP
iogr-1352	28	31	diesel	diesel	NOUN
iogr-1352	28	32	oils	oil	NOUN
iogr-1352	28	33	accounted	account	VERB
iogr-1352	28	34	for	for	ADP
iogr-1352	28	35	just	just	ADV
iogr-1352	28	36	jatropha	jatropha	NOUN
iogr-1352	28	37	oil	oil	NOUN
iogr-1352	28	38	chikwe	chikwe	VERB
iogr-1352	28	39	et	et	NOUN
iogr-1352	28	40	al	al	PROPN
iogr-1352	28	41	.	.	PROPN
iogr-1352	29	1	(	(	PUNCT
iogr-1352	29	2	2019	2019	NUM
iogr-1352	29	3	)	)	PUNCT
iogr-1352	29	4	almond	almond	NOUN
iogr-1352	29	5	oil	oil	NOUN
iogr-1352	29	6	castor	castor	NOUN
iogr-1352	29	7	oil	oil	NOUN
iogr-1352	29	8	groundnut	groundnut	NOUN
iogr-1352	29	9	oil	oil	NOUN
iogr-1352	29	10	oil	oil	NOUN
iogr-1352	29	11	rheological	rheological	ADJ
iogr-1352	29	12	properties	property	NOUN
iogr-1352	29	13	and	and	CCONJ
iogr-1352	29	14	environment	environment	NOUN
iogr-1352	29	15	friendly	friendly	ADJ
iogr-1352	29	16	using	use	VERB
iogr-1352	29	17	almond	almond	ADJ
iogr-1352	29	18	oil	oil	NOUN
iogr-1352	29	19	is	be	AUX
iogr-1352	29	20	less	less	ADV
iogr-1352	29	21	toxic	toxic	ADJ
iogr-1352	29	22	than	than	ADP
iogr-1352	29	23	diesel	diesel	NOUN
iogr-1352	29	24	and	and	CCONJ
iogr-1352	29	25	has	have	AUX
iogr-1352	29	26	better	well	ADV
iogr-1352	29	27	cleaning	clean	VERB
iogr-1352	29	28	hole	hole	NOUN
iogr-1352	29	29	capacity	capacity	NOUN
iogr-1352	29	30	.	.	PUNCT
iogr-1352	30	1	did	do	AUX
iogr-1352	30	2	not	not	PART
iogr-1352	30	3	account	account	VERB
iogr-1352	30	4	for	for	ADP
iogr-1352	30	5	different	different	ADJ
iogr-1352	30	6	temperature	temperature	NOUN
iogr-1352	30	7	ranges	range	VERB
iogr-1352	30	8	for	for	ADP
iogr-1352	30	9	the	the	DET
iogr-1352	30	10	rheological	rheological	ADJ
iogr-1352	30	11	properties	property	NOUN
iogr-1352	30	12	.	.	PUNCT
iogr-1352	31	1	hassani	hassani	PROPN
iogr-1352	31	2	et	et	PROPN
iogr-1352	31	3	al	al	PROPN
iogr-1352	31	4	.	.	PROPN
iogr-1352	32	1	(	(	PUNCT
iogr-1352	32	2	2016	2016	NUM
iogr-1352	32	3	)	)	PUNCT
iogr-1352	32	4	sio2	sio2	PROPN
iogr-1352	32	5	zno	zno	PROPN
iogr-1352	32	6	carbon	carbon	PROPN
iogr-1352	32	7	nanotubes	nanotube	NOUN
iogr-1352	32	8	water	water	NOUN
iogr-1352	32	9	rheological	rheological	ADJ
iogr-1352	32	10	properties	property	NOUN
iogr-1352	32	11	using	use	VERB
iogr-1352	32	12	2.0wt%	2.0wt%	PROPN
iogr-1352	32	13	for	for	ADP
iogr-1352	32	14	all	all	DET
iogr-1352	32	15	the	the	DET
iogr-1352	32	16	nanoparticles	nanoparticle	NOUN
iogr-1352	32	17	showed	show	VERB
iogr-1352	32	18	twice	twice	DET
iogr-1352	32	19	the	the	DET
iogr-1352	32	20	improvement	improvement	NOUN
iogr-1352	32	21	in	in	ADP
iogr-1352	32	22	rheological	rheological	ADJ
iogr-1352	32	23	properties	property	NOUN
iogr-1352	32	24	with	with	ADP
iogr-1352	32	25	the	the	DET
iogr-1352	32	26	most	most	ADJ
iogr-1352	32	27	improvement	improvement	NOUN
iogr-1352	32	28	from	from	ADP
iogr-1352	32	29	sio2	sio2	PROPN
iogr-1352	32	30	need	need	NOUN
iogr-1352	32	31	for	for	ADP
iogr-1352	32	32	comprehensive	comprehensive	ADJ
iogr-1352	32	33	studies	study	NOUN
iogr-1352	32	34	on	on	ADP
iogr-1352	32	35	the	the	DET
iogr-1352	32	36	long	long	ADJ
iogr-1352	32	37	-	-	PUNCT
iogr-1352	32	38	term	term	NOUN
iogr-1352	32	39	effects	effect	NOUN
iogr-1352	32	40	and	and	CCONJ
iogr-1352	32	41	environmental	environmental	ADJ
iogr-1352	32	42	impacts	impact	NOUN
iogr-1352	32	43	of	of	ADP
iogr-1352	32	44	nanoparticles	nanoparticle	NOUN
iogr-1352	32	45	methodology	methodology	VERB
iogr-1352	32	46	the	the	DET
iogr-1352	32	47	materials	material	NOUN
iogr-1352	32	48	used	use	VERB
iogr-1352	32	49	in	in	ADP
iogr-1352	32	50	this	this	DET
iogr-1352	32	51	research	research	NOUN
iogr-1352	32	52	project	project	NOUN
iogr-1352	32	53	include	include	VERB
iogr-1352	32	54	bentonites	bentonite	NOUN
iogr-1352	32	55	,	,	PUNCT
iogr-1352	32	56	barite	barite	NOUN
iogr-1352	32	57	,	,	PUNCT
iogr-1352	32	58	nanoparticles	nanoparticle	NOUN
iogr-1352	32	59	(	(	PUNCT
iogr-1352	32	60	sio2	sio2	PROPN
iogr-1352	32	61	0.1wt%	0.1wt%	PROPN
iogr-1352	32	62	,	,	PUNCT
iogr-1352	32	63	1wt%	1wt%	NUM
iogr-1352	32	64	,	,	PUNCT
iogr-1352	32	65	5	5	NUM
iogr-1352	32	66	wt%	wt%	ADJ
iogr-1352	32	67	and	and	CCONJ
iogr-1352	32	68	10	10	NUM
iogr-1352	32	69	%	%	NOUN
iogr-1352	32	70	wt	wt	NOUN
iogr-1352	32	71	):	):	PUNCT
iogr-1352	32	72	nanoparticles	nanoparticle	NOUN
iogr-1352	32	73	particles	particle	NOUN
iogr-1352	32	74	are	be	AUX
iogr-1352	32	75	a	a	DET
iogr-1352	32	76	particle	particle	NOUN
iogr-1352	32	77	with	with	ADP
iogr-1352	32	78	a	a	DET
iogr-1352	32	79	diameter	diameter	NOUN
iogr-1352	32	80	smaller	small	ADJ
iogr-1352	32	81	than	than	ADP
iogr-1352	32	82	100	100	NUM
iogr-1352	32	83	nm	nm	NOUN
iogr-1352	32	84	.	.	PUNCT
iogr-1352	33	1	the	the	DET
iogr-1352	33	2	components	component	NOUN
iogr-1352	33	3	of	of	ADP
iogr-1352	33	4	silica	silica	NOUN
iogr-1352	33	5	dioxide	dioxide	NOUN
iogr-1352	33	6	nanoparticles	nanoparticle	NOUN
iogr-1352	33	7	are	be	AUX
iogr-1352	33	8	made	make	VERB
iogr-1352	33	9	of	of	ADP
iogr-1352	33	10	silicon	silicon	NOUN
iogr-1352	33	11	and	and	CCONJ
iogr-1352	33	12	oxygen	oxygen	NOUN
iogr-1352	33	13	.	.	PUNCT
iogr-1352	34	1	in	in	ADP
iogr-1352	34	2	this	this	DET
iogr-1352	34	3	project	project	NOUN
iogr-1352	34	4	,	,	PUNCT
iogr-1352	34	5	four	four	NUM
iogr-1352	34	6	different	different	ADJ
iogr-1352	34	7	concentrations	concentration	NOUN
iogr-1352	34	8	were	be	AUX
iogr-1352	34	9	used	use	VERB
iogr-1352	34	10	(	(	PUNCT
iogr-1352	34	11	sio2	sio2	PROPN
iogr-1352	34	12	0.1	0.1	NUM
iogr-1352	34	13	wt%	wt%	ADJ
iogr-1352	34	14	,	,	PUNCT
iogr-1352	34	15	1	1	NUM
iogr-1352	34	16	wt%	wt%	ADJ
iogr-1352	34	17	,	,	PUNCT
iogr-1352	34	18	5	5	NUM
iogr-1352	34	19	wt%	wt%	ADJ
iogr-1352	34	20	and	and	CCONJ
iogr-1352	34	21	10	10	NUM
iogr-1352	34	22	%	%	NOUN
iogr-1352	34	23	wt	wt	NOUN
iogr-1352	34	24	)	)	PUNCT
iogr-1352	34	25	.	.	PUNCT
iogr-1352	35	1	deionized	deionize	VERB
iogr-1352	35	2	water	water	NOUN
iogr-1352	35	3	,	,	PUNCT
iogr-1352	35	4	carboxy	carboxy	ADJ
iogr-1352	35	5	methyl	methyl	NOUN
iogr-1352	35	6	cellulose	cellulose	NOUN
iogr-1352	35	7	(	(	PUNCT
iogr-1352	35	8	cmc	cmc	PROPN
iogr-1352	35	9	)	)	PUNCT
iogr-1352	35	10	,	,	PUNCT
iogr-1352	35	11	almond	almond	NOUN
iogr-1352	35	12	oil	oil	NOUN
iogr-1352	35	13	.	.	PUNCT
iogr-1352	36	1	to	to	PART
iogr-1352	36	2	create	create	VERB
iogr-1352	36	3	the	the	DET
iogr-1352	36	4	formulation	formulation	NOUN
iogr-1352	36	5	for	for	ADP
iogr-1352	36	6	a	a	DET
iogr-1352	36	7	water	water	NOUN
iogr-1352	36	8	-	-	PUNCT
iogr-1352	36	9	based	base	VERB
iogr-1352	36	10	mud	mud	NOUN
iogr-1352	36	11	,	,	PUNCT
iogr-1352	36	12	the	the	DET
iogr-1352	36	13	subsequent	subsequent	ADJ
iogr-1352	36	14	procedure	procedure	NOUN
iogr-1352	36	15	was	be	AUX
iogr-1352	36	16	meticulously	meticulously	ADV
iogr-1352	36	17	carried	carry	VERB
iogr-1352	36	18	out	out	ADP
iogr-1352	36	19	to	to	PART
iogr-1352	36	20	ensure	ensure	VERB
iogr-1352	36	21	the	the	DET
iogr-1352	36	22	desired	desire	VERB
iogr-1352	36	23	properties	property	NOUN
iogr-1352	36	24	and	and	CCONJ
iogr-1352	36	25	consistency	consistency	NOUN
iogr-1352	36	26	were	be	AUX
iogr-1352	36	27	achieved	achieve	VERB
iogr-1352	36	28	.	.	PUNCT
iogr-1352	37	1	1	1	X
iogr-1352	37	2	.	.	X
iogr-1352	37	3	400ml	400ml	NOUN
iogr-1352	37	4	of	of	ADP
iogr-1352	37	5	deionized	deionize	VERB
iogr-1352	37	6	water	water	NOUN
iogr-1352	37	7	was	be	AUX
iogr-1352	37	8	accurately	accurately	ADV
iogr-1352	37	9	measured	measure	VERB
iogr-1352	37	10	into	into	ADP
iogr-1352	37	11	a	a	DET
iogr-1352	37	12	measuring	measure	VERB
iogr-1352	37	13	cylinder	cylinder	NOUN
iogr-1352	37	14	.	.	PUNCT
iogr-1352	38	1	2	2	X
iogr-1352	38	2	.	.	X
iogr-1352	38	3	the	the	DET
iogr-1352	38	4	above	above	ADJ
iogr-1352	38	5	quantity	quantity	NOUN
iogr-1352	38	6	of	of	ADP
iogr-1352	38	7	water	water	NOUN
iogr-1352	38	8	was	be	AUX
iogr-1352	38	9	emptied	empty	VERB
iogr-1352	38	10	into	into	ADP
iogr-1352	38	11	the	the	DET
iogr-1352	38	12	hamilton	hamilton	PROPN
iogr-1352	38	13	beak	beak	PROPN
iogr-1352	38	14	mud	mud	NOUN
iogr-1352	38	15	mixer	mixer	NOUN
iogr-1352	38	16	and	and	CCONJ
iogr-1352	38	17	fixed	fix	VERB
iogr-1352	38	18	to	to	ADP
iogr-1352	38	19	the	the	DET
iogr-1352	38	20	mixer	mixer	NOUN
iogr-1352	38	21	.	.	PUNCT
iogr-1352	39	1	3	3	X
iogr-1352	39	2	.	.	X
iogr-1352	39	3	the	the	DET
iogr-1352	39	4	mixer	mixer	NOUN
iogr-1352	39	5	is	be	AUX
iogr-1352	39	6	plugged	plug	VERB
iogr-1352	39	7	into	into	ADP
iogr-1352	39	8	a	a	DET
iogr-1352	39	9	power	power	NOUN
iogr-1352	39	10	supply	supply	NOUN
iogr-1352	39	11	.	.	PUNCT
iogr-1352	40	1	4	4	X
iogr-1352	40	2	.	.	X
iogr-1352	40	3	bentonite	bentonite	NOUN
iogr-1352	40	4	of	of	ADP
iogr-1352	40	5	about	about	ADV
iogr-1352	40	6	(	(	PUNCT
iogr-1352	40	7	25	25	NUM
iogr-1352	40	8	g	g	NOUN
iogr-1352	40	9	)	)	PUNCT
iogr-1352	40	10	was	be	AUX
iogr-1352	40	11	measured	measure	VERB
iogr-1352	40	12	using	use	VERB
iogr-1352	40	13	an	an	DET
iogr-1352	40	14	electric	electric	ADJ
iogr-1352	40	15	weighing	weighing	NOUN
iogr-1352	40	16	balance	balance	NOUN
iogr-1352	40	17	and	and	CCONJ
iogr-1352	40	18	is	be	AUX
iogr-1352	40	19	poured	pour	VERB
iogr-1352	40	20	into	into	ADP
iogr-1352	40	21	the	the	DET
iogr-1352	40	22	hamilton	hamilton	PROPN
iogr-1352	40	23	mixer	mixer	PROPN
iogr-1352	40	24	then	then	ADV
iogr-1352	40	25	stirred	stir	VERB
iogr-1352	40	26	for	for	ADP
iogr-1352	40	27	5	5	NUM
iogr-1352	40	28	minutes	minute	NOUN
iogr-1352	40	29	to	to	PART
iogr-1352	40	30	ensure	ensure	VERB
iogr-1352	40	31	mixing	mixing	NOUN
iogr-1352	40	32	is	be	AUX
iogr-1352	40	33	done	do	VERB
iogr-1352	40	34	evenly	evenly	ADV
iogr-1352	40	35	and	and	CCONJ
iogr-1352	40	36	absence	absence	NOUN
iogr-1352	40	37	of	of	ADP
iogr-1352	40	38	lumps	lump	NOUN
iogr-1352	40	39	.	.	PUNCT
iogr-1352	41	1	5	5	NUM
iogr-1352	41	2	.	.	NOUN
iogr-1352	41	3	15	15	NUM
iogr-1352	41	4	g	g	NOUN
iogr-1352	41	5	of	of	ADP
iogr-1352	41	6	barite	barite	NOUN
iogr-1352	41	7	was	be	AUX
iogr-1352	41	8	added	add	VERB
iogr-1352	41	9	to	to	ADP
iogr-1352	41	10	this	this	DET
iogr-1352	41	11	mixture	mixture	NOUN
iogr-1352	41	12	and	and	CCONJ
iogr-1352	41	13	stirred	stir	VERB
iogr-1352	41	14	for	for	ADP
iogr-1352	41	15	5	5	NUM
iogr-1352	41	16	minutes	minute	NOUN
iogr-1352	41	17	.	.	PUNCT
iogr-1352	42	1	6	6	NUM
iogr-1352	42	2	.	.	NOUN
iogr-1352	42	3	0.3	0.3	NUM
iogr-1352	42	4	g	g	NOUN
iogr-1352	42	5	of	of	ADP
iogr-1352	42	6	the	the	DET
iogr-1352	42	7	cmc	cmc	NOUN
iogr-1352	42	8	was	be	AUX
iogr-1352	42	9	measured	measure	VERB
iogr-1352	42	10	and	and	CCONJ
iogr-1352	42	11	on	on	ADP
iogr-1352	42	12	the	the	DET
iogr-1352	42	13	electric	electric	ADJ
iogr-1352	42	14	chemical	chemical	PROPN
iogr-1352	42	15	balance	balance	NOUN
iogr-1352	42	16	and	and	CCONJ
iogr-1352	42	17	poured	pour	VERB
iogr-1352	42	18	inside	inside	ADP
iogr-1352	42	19	the	the	DET
iogr-1352	42	20	mud	mud	NOUN
iogr-1352	42	21	mixer	mixer	NOUN
iogr-1352	42	22	which	which	PRON
iogr-1352	42	23	already	already	ADV
iogr-1352	42	24	contains	contain	VERB
iogr-1352	42	25	the	the	DET
iogr-1352	42	26	evenly	evenly	ADV
iogr-1352	42	27	mixed	mixed	ADJ
iogr-1352	42	28	water	water	NOUN
iogr-1352	42	29	7	7	NUM
iogr-1352	42	30	.	.	X
iogr-1352	43	1	for	for	ADP
iogr-1352	43	2	water	water	NOUN
iogr-1352	43	3	-	-	PUNCT
iogr-1352	43	4	based	base	VERB
iogr-1352	43	5	mud	mud	NOUN
iogr-1352	43	6	with	with	ADP
iogr-1352	43	7	nanoparticles	nanoparticle	NOUN
iogr-1352	43	8	incorporated	incorporate	VERB
iogr-1352	43	9	in	in	ADP
iogr-1352	43	10	it	it	PRON
iogr-1352	43	11	,	,	PUNCT
iogr-1352	43	12	4	4	NUM
iogr-1352	43	13	different	different	ADJ
iogr-1352	43	14	concentrations	concentration	NOUN
iogr-1352	43	15	of	of	ADP
iogr-1352	43	16	silica	silica	NOUN
iogr-1352	43	17	oxide	oxide	NOUN
iogr-1352	43	18	nanoparticles	nanoparticle	NOUN
iogr-1352	43	19	were	be	AUX
iogr-1352	43	20	used	use	VERB
iogr-1352	43	21	(	(	PUNCT
iogr-1352	43	22	0.1wt%	0.1wt%	VERB
iogr-1352	43	23	,	,	PUNCT
iogr-1352	43	24	1wt%,5	1wt%,5	NUM
iogr-1352	43	25	wt%	wt%	ADJ
iogr-1352	43	26	and	and	CCONJ
iogr-1352	43	27	10%wt	10%wt	NUM
iogr-1352	43	28	)	)	PUNCT
iogr-1352	43	29	.	.	PUNCT
iogr-1352	44	1	8	8	X
iogr-1352	44	2	.	.	X
iogr-1352	45	1	it	it	PRON
iogr-1352	45	2	was	be	AUX
iogr-1352	45	3	stirred	stir	VERB
iogr-1352	45	4	for	for	ADP
iogr-1352	45	5	15	15	NUM
iogr-1352	45	6	minutes	minute	NOUN
iogr-1352	45	7	to	to	PART
iogr-1352	45	8	ensure	ensure	VERB
iogr-1352	45	9	evenly	evenly	ADV
iogr-1352	45	10	mixed	mixed	ADJ
iogr-1352	45	11	and	and	CCONJ
iogr-1352	45	12	absence	absence	NOUN
iogr-1352	45	13	of	of	ADP
iogr-1352	45	14	lumps	lump	NOUN
iogr-1352	45	15	.	.	PUNCT
iogr-1352	46	1	the	the	DET
iogr-1352	46	2	specific	specific	ADJ
iogr-1352	46	3	methodology	methodology	NOUN
iogr-1352	46	4	that	that	PRON
iogr-1352	46	5	was	be	AUX
iogr-1352	46	6	employed	employ	VERB
iogr-1352	46	7	to	to	PART
iogr-1352	46	8	derive	derive	VERB
iogr-1352	46	9	the	the	DET
iogr-1352	46	10	formulation	formulation	NOUN
iogr-1352	46	11	for	for	ADP
iogr-1352	46	12	an	an	DET
iogr-1352	46	13	oil	oil	NOUN
iogr-1352	46	14	-	-	PUNCT
iogr-1352	46	15	based	base	VERB
iogr-1352	46	16	mud	mud	NOUN
iogr-1352	46	17	involved	involve	VERB
iogr-1352	46	18	several	several	ADJ
iogr-1352	46	19	detailed	detailed	ADJ
iogr-1352	46	20	steps	step	NOUN
iogr-1352	46	21	.	.	PUNCT
iogr-1352	47	1	1	1	X
iogr-1352	47	2	.	.	X
iogr-1352	47	3	300ml	300ml	PROPN
iogr-1352	47	4	of	of	ADP
iogr-1352	47	5	almond	almond	PROPN
iogr-1352	47	6	oil	oil	NOUN
iogr-1352	47	7	was	be	AUX
iogr-1352	47	8	accurately	accurately	ADV
iogr-1352	47	9	measured	measure	VERB
iogr-1352	47	10	into	into	ADP
iogr-1352	47	11	a	a	DET
iogr-1352	47	12	measuring	measure	VERB
iogr-1352	47	13	cylinder	cylinder	NOUN
iogr-1352	47	14	.	.	PUNCT
iogr-1352	48	1	2	2	X
iogr-1352	48	2	.	.	X
iogr-1352	48	3	the	the	DET
iogr-1352	48	4	above	above	ADJ
iogr-1352	48	5	quantity	quantity	NOUN
iogr-1352	48	6	of	of	ADP
iogr-1352	48	7	oil	oil	NOUN
iogr-1352	48	8	was	be	AUX
iogr-1352	48	9	emptied	empty	VERB
iogr-1352	48	10	into	into	ADP
iogr-1352	48	11	the	the	DET
iogr-1352	48	12	hamilton	hamilton	PROPN
iogr-1352	48	13	mud	mud	NOUN
iogr-1352	48	14	mixer	mixer	NOUN
iogr-1352	48	15	and	and	CCONJ
iogr-1352	48	16	fixed	fix	VERB
iogr-1352	48	17	to	to	ADP
iogr-1352	48	18	the	the	DET
iogr-1352	48	19	mixer	mixer	NOUN
iogr-1352	48	20	.	.	PUNCT
iogr-1352	49	1	improved	improve	VERB
iogr-1352	49	2	oil	oil	NOUN
iogr-1352	49	3	and	and	CCONJ
iogr-1352	49	4	gas	gas	NOUN
iogr-1352	49	5	recovery	recovery	NOUN
iogr-1352	49	6	3	3	NUM
iogr-1352	49	7	3	3	NUM
iogr-1352	49	8	.	.	PUNCT
iogr-1352	50	1	the	the	DET
iogr-1352	50	2	mixer	mixer	NOUN
iogr-1352	50	3	was	be	AUX
iogr-1352	50	4	then	then	ADV
iogr-1352	50	5	plugged	plug	VERB
iogr-1352	50	6	into	into	ADP
iogr-1352	50	7	a	a	DET
iogr-1352	50	8	power	power	NOUN
iogr-1352	50	9	supply	supply	NOUN
iogr-1352	50	10	.	.	PUNCT
iogr-1352	51	1	4	4	X
iogr-1352	51	2	.	.	X
iogr-1352	51	3	bentonite	bentonite	NOUN
iogr-1352	51	4	of	of	ADP
iogr-1352	51	5	about	about	ADV
iogr-1352	51	6	(	(	PUNCT
iogr-1352	51	7	25	25	NUM
iogr-1352	51	8	g	g	NOUN
iogr-1352	51	9	)	)	PUNCT
iogr-1352	51	10	was	be	AUX
iogr-1352	51	11	measured	measure	VERB
iogr-1352	51	12	using	use	VERB
iogr-1352	51	13	an	an	DET
iogr-1352	51	14	electric	electric	ADJ
iogr-1352	51	15	weighing	weighing	NOUN
iogr-1352	51	16	balance	balance	NOUN
iogr-1352	51	17	and	and	CCONJ
iogr-1352	51	18	was	be	AUX
iogr-1352	51	19	poured	pour	VERB
iogr-1352	51	20	into	into	ADP
iogr-1352	51	21	the	the	DET
iogr-1352	51	22	hamilton	hamilton	PROPN
iogr-1352	51	23	mixer	mixer	PROPN
iogr-1352	51	24	then	then	ADV
iogr-1352	51	25	stirred	stir	VERB
iogr-1352	51	26	for	for	ADP
iogr-1352	51	27	5	5	NUM
iogr-1352	51	28	minutes	minute	NOUN
iogr-1352	51	29	to	to	PART
iogr-1352	51	30	ensure	ensure	VERB
iogr-1352	51	31	mixing	mixing	NOUN
iogr-1352	51	32	was	be	AUX
iogr-1352	51	33	done	do	VERB
iogr-1352	51	34	evenly	evenly	ADV
iogr-1352	51	35	and	and	CCONJ
iogr-1352	51	36	absence	absence	NOUN
iogr-1352	51	37	of	of	ADP
iogr-1352	51	38	lumps	lump	NOUN
iogr-1352	51	39	.	.	PUNCT
iogr-1352	52	1	5	5	NUM
iogr-1352	52	2	.	.	NOUN
iogr-1352	52	3	15	15	NUM
iogr-1352	52	4	g	g	NOUN
iogr-1352	52	5	of	of	ADP
iogr-1352	52	6	barite	barite	NOUN
iogr-1352	52	7	was	be	AUX
iogr-1352	52	8	added	add	VERB
iogr-1352	52	9	to	to	ADP
iogr-1352	52	10	this	this	DET
iogr-1352	52	11	mixture	mixture	NOUN
iogr-1352	52	12	and	and	CCONJ
iogr-1352	52	13	stirred	stir	VERB
iogr-1352	52	14	for	for	ADP
iogr-1352	52	15	5	5	NUM
iogr-1352	52	16	minutes	minute	NOUN
iogr-1352	52	17	.	.	PUNCT
iogr-1352	53	1	6	6	NUM
iogr-1352	53	2	.	.	NOUN
iogr-1352	53	3	0.3	0.3	NUM
iogr-1352	53	4	g	g	NOUN
iogr-1352	53	5	of	of	ADP
iogr-1352	53	6	the	the	DET
iogr-1352	53	7	cmc	cmc	NOUN
iogr-1352	53	8	was	be	AUX
iogr-1352	53	9	measured	measure	VERB
iogr-1352	53	10	and	and	CCONJ
iogr-1352	53	11	on	on	ADP
iogr-1352	53	12	the	the	DET
iogr-1352	53	13	electric	electric	ADJ
iogr-1352	53	14	chemical	chemical	PROPN
iogr-1352	53	15	balance	balance	NOUN
iogr-1352	53	16	and	and	CCONJ
iogr-1352	53	17	poured	pour	VERB
iogr-1352	53	18	inside	inside	ADP
iogr-1352	53	19	the	the	DET
iogr-1352	53	20	mud	mud	NOUN
iogr-1352	53	21	mixer	mixer	NOUN
iogr-1352	53	22	which	which	PRON
iogr-1352	53	23	already	already	ADV
iogr-1352	53	24	contains	contain	VERB
iogr-1352	53	25	the	the	DET
iogr-1352	53	26	evenly	evenly	ADV
iogr-1352	53	27	mixed	mixed	ADJ
iogr-1352	53	28	oil	oil	NOUN
iogr-1352	53	29	.	.	PUNCT
iogr-1352	54	1	7	7	X
iogr-1352	54	2	.	.	X
iogr-1352	54	3	it	it	PRON
iogr-1352	54	4	was	be	AUX
iogr-1352	54	5	stirred	stir	VERB
iogr-1352	54	6	for	for	ADP
iogr-1352	54	7	15	15	NUM
iogr-1352	54	8	minutes	minute	NOUN
iogr-1352	54	9	to	to	PART
iogr-1352	54	10	ensure	ensure	VERB
iogr-1352	54	11	evenly	evenly	ADV
iogr-1352	54	12	mixed	mixed	ADJ
iogr-1352	54	13	and	and	CCONJ
iogr-1352	54	14	absence	absence	NOUN
iogr-1352	54	15	of	of	ADP
iogr-1352	54	16	lumps	lump	NOUN
iogr-1352	54	17	.	.	PUNCT
iogr-1352	55	1	procedure	procedure	NOUN
iogr-1352	55	2	for	for	ADP
iogr-1352	55	3	measuring	measure	VERB
iogr-1352	55	4	mud	mud	NOUN
iogr-1352	55	5	weight	weight	NOUN
iogr-1352	55	6	.	.	PUNCT
iogr-1352	56	1	the	the	DET
iogr-1352	56	2	prepared	prepared	ADJ
iogr-1352	56	3	mud	mud	NOUN
iogr-1352	56	4	mixture	mixture	NOUN
iogr-1352	56	5	was	be	AUX
iogr-1352	56	6	introduced	introduce	VERB
iogr-1352	56	7	into	into	ADP
iogr-1352	56	8	the	the	DET
iogr-1352	56	9	stationary	stationary	ADJ
iogr-1352	56	10	mud	mud	NOUN
iogr-1352	56	11	cup	cup	NOUN
iogr-1352	56	12	and	and	CCONJ
iogr-1352	56	13	subsequently	subsequently	ADV
iogr-1352	56	14	sealed	seal	VERB
iogr-1352	56	15	with	with	ADP
iogr-1352	56	16	its	its	PRON
iogr-1352	56	17	lid	lid	NOUN
iogr-1352	56	18	.	.	PUNCT
iogr-1352	57	1	any	any	DET
iogr-1352	57	2	air	air	NOUN
iogr-1352	57	3	bubbles	bubble	NOUN
iogr-1352	57	4	and	and	CCONJ
iogr-1352	57	5	extraneous	extraneous	ADJ
iogr-1352	57	6	mud	mud	NOUN
iogr-1352	57	7	emerging	emerge	VERB
iogr-1352	57	8	from	from	ADP
iogr-1352	57	9	the	the	DET
iogr-1352	57	10	aperture	aperture	NOUN
iogr-1352	57	11	in	in	ADP
iogr-1352	57	12	the	the	DET
iogr-1352	57	13	lid	lid	NOUN
iogr-1352	57	14	were	be	AUX
iogr-1352	57	15	meticulously	meticulously	ADV
iogr-1352	57	16	removed	remove	VERB
iogr-1352	57	17	.	.	PUNCT
iogr-1352	58	1	the	the	DET
iogr-1352	58	2	stationary	stationary	ADJ
iogr-1352	58	3	mud	mud	NOUN
iogr-1352	58	4	cup	cup	NOUN
iogr-1352	58	5	was	be	AUX
iogr-1352	58	6	then	then	ADV
iogr-1352	58	7	positioned	position	VERB
iogr-1352	58	8	within	within	ADP
iogr-1352	58	9	its	its	PRON
iogr-1352	58	10	holder	holder	NOUN
iogr-1352	58	11	.	.	PUNCT
iogr-1352	59	1	the	the	DET
iogr-1352	59	2	sliding	slide	VERB
iogr-1352	59	3	weight	weight	NOUN
iogr-1352	59	4	rider	rider	NOUN
iogr-1352	59	5	was	be	AUX
iogr-1352	59	6	adjusted	adjust	VERB
iogr-1352	59	7	until	until	SCONJ
iogr-1352	59	8	the	the	DET
iogr-1352	59	9	balance	balance	NOUN
iogr-1352	59	10	achieved	achieve	VERB
iogr-1352	59	11	a	a	DET
iogr-1352	59	12	stable	stable	ADJ
iogr-1352	59	13	state	state	NOUN
iogr-1352	59	14	,	,	PUNCT
iogr-1352	59	15	with	with	SCONJ
iogr-1352	59	16	the	the	DET
iogr-1352	59	17	level	level	NOUN
iogr-1352	59	18	bubble	bubble	NOUN
iogr-1352	59	19	centered	center	VERB
iogr-1352	59	20	.	.	PUNCT
iogr-1352	60	1	the	the	DET
iogr-1352	60	2	mud	mud	NOUN
iogr-1352	60	3	density	density	NOUN
iogr-1352	60	4	corresponding	correspond	VERB
iogr-1352	60	5	to	to	ADP
iogr-1352	60	6	each	each	DET
iogr-1352	60	7	mud	mud	NOUN
iogr-1352	60	8	formulation	formulation	NOUN
iogr-1352	60	9	was	be	AUX
iogr-1352	60	10	duly	duly	ADV
iogr-1352	60	11	recorded	record	VERB
iogr-1352	60	12	.	.	PUNCT
iogr-1352	61	1	rotational	rotational	ADJ
iogr-1352	61	2	viscometer	viscometer	NOUN
iogr-1352	61	3	measurement	measurement	NOUN
iogr-1352	61	4	.	.	PUNCT
iogr-1352	62	1	the	the	DET
iogr-1352	62	2	viscosity	viscosity	NOUN
iogr-1352	62	3	of	of	ADP
iogr-1352	62	4	a	a	DET
iogr-1352	62	5	material	material	NOUN
iogr-1352	62	6	and	and	CCONJ
iogr-1352	62	7	its	its	PRON
iogr-1352	62	8	yield	yield	NOUN
iogr-1352	62	9	point	point	NOUN
iogr-1352	62	10	can	can	AUX
iogr-1352	62	11	be	be	AUX
iogr-1352	62	12	determined	determine	VERB
iogr-1352	62	13	with	with	ADP
iogr-1352	62	14	the	the	DET
iogr-1352	62	15	help	help	NOUN
iogr-1352	62	16	of	of	ADP
iogr-1352	62	17	this	this	DET
iogr-1352	62	18	apparatus	apparatus	NOUN
iogr-1352	62	19	,	,	PUNCT
iogr-1352	62	20	amongst	amongst	ADP
iogr-1352	62	21	other	other	ADJ
iogr-1352	62	22	things	thing	NOUN
iogr-1352	62	23	.	.	PUNCT
iogr-1352	63	1	an	an	DET
iogr-1352	63	2	inner	inner	ADJ
iogr-1352	63	3	bob	bob	NOUN
iogr-1352	63	4	and	and	CCONJ
iogr-1352	63	5	a	a	DET
iogr-1352	63	6	spinning	spin	VERB
iogr-1352	63	7	outer	outer	ADJ
iogr-1352	63	8	sleeve	sleeve	NOUN
iogr-1352	63	9	are	be	AUX
iogr-1352	63	10	two	two	NUM
iogr-1352	63	11	of	of	ADP
iogr-1352	63	12	the	the	DET
iogr-1352	63	13	components	component	NOUN
iogr-1352	63	14	that	that	PRON
iogr-1352	63	15	are	be	AUX
iogr-1352	63	16	included	include	VERB
iogr-1352	63	17	in	in	ADP
iogr-1352	63	18	this	this	DET
iogr-1352	63	19	device	device	NOUN
iogr-1352	63	20	.	.	PUNCT
iogr-1352	64	1	these	these	DET
iogr-1352	64	2	components	component	NOUN
iogr-1352	64	3	work	work	VERB
iogr-1352	64	4	together	together	ADV
iogr-1352	64	5	to	to	PART
iogr-1352	64	6	shear	shear	VERB
iogr-1352	64	7	and	and	CCONJ
iogr-1352	64	8	rotate	rotate	VERB
iogr-1352	64	9	the	the	DET
iogr-1352	64	10	mud	mud	NOUN
iogr-1352	64	11	sample	sample	NOUN
iogr-1352	64	12	at	at	ADP
iogr-1352	64	13	a	a	DET
iogr-1352	64	14	consistent	consistent	ADJ
iogr-1352	64	15	rate	rate	NOUN
iogr-1352	64	16	.	.	PUNCT
iogr-1352	65	1	the	the	DET
iogr-1352	65	2	test	test	NOUN
iogr-1352	65	3	was	be	AUX
iogr-1352	65	4	carried	carry	VERB
iogr-1352	65	5	out	out	ADP
iogr-1352	65	6	at	at	ADP
iogr-1352	65	7	a	a	DET
iogr-1352	65	8	range	range	NOUN
iogr-1352	65	9	of	of	ADP
iogr-1352	65	10	different	different	ADJ
iogr-1352	65	11	speeds	speed	NOUN
iogr-1352	65	12	,	,	PUNCT
iogr-1352	65	13	such	such	ADJ
iogr-1352	65	14	as	as	ADP
iogr-1352	65	15	600	600	NUM
iogr-1352	65	16	,	,	PUNCT
iogr-1352	65	17	300	300	NUM
iogr-1352	65	18	,	,	PUNCT
iogr-1352	65	19	100	100	NUM
iogr-1352	65	20	,	,	PUNCT
iogr-1352	65	21	and	and	CCONJ
iogr-1352	65	22	so	so	ADV
iogr-1352	65	23	on	on	ADV
iogr-1352	65	24	.	.	PUNCT
iogr-1352	66	1	after	after	ADP
iogr-1352	66	2	placing	place	VERB
iogr-1352	66	3	the	the	DET
iogr-1352	66	4	sample	sample	NOUN
iogr-1352	66	5	of	of	ADP
iogr-1352	66	6	mud	mud	NOUN
iogr-1352	66	7	in	in	ADP
iogr-1352	66	8	a	a	DET
iogr-1352	66	9	cup	cup	NOUN
iogr-1352	66	10	(	(	PUNCT
iogr-1352	66	11	preferably	preferably	ADV
iogr-1352	66	12	,	,	PUNCT
iogr-1352	66	13	one	one	NUM
iogr-1352	66	14	designed	design	VERB
iogr-1352	66	15	to	to	PART
iogr-1352	66	16	hold	hold	VERB
iogr-1352	66	17	slurries	slurry	NOUN
iogr-1352	66	18	)	)	PUNCT
iogr-1352	66	19	,	,	PUNCT
iogr-1352	66	20	readings	reading	NOUN
iogr-1352	66	21	are	be	AUX
iogr-1352	66	22	obtained	obtain	VERB
iogr-1352	66	23	by	by	ADP
iogr-1352	66	24	rotating	rotate	VERB
iogr-1352	66	25	the	the	DET
iogr-1352	66	26	cup	cup	NOUN
iogr-1352	66	27	containing	contain	VERB
iogr-1352	66	28	the	the	DET
iogr-1352	66	29	mud	mud	NOUN
iogr-1352	66	30	.	.	PUNCT
iogr-1352	67	1	after	after	SCONJ
iogr-1352	67	2	these	these	DET
iogr-1352	67	3	components	component	NOUN
iogr-1352	67	4	have	have	AUX
iogr-1352	67	5	been	be	AUX
iogr-1352	67	6	converted	convert	VERB
iogr-1352	67	7	into	into	ADP
iogr-1352	67	8	a	a	DET
iogr-1352	67	9	plastic	plastic	ADJ
iogr-1352	67	10	viscosity	viscosity	NOUN
iogr-1352	67	11	,	,	PUNCT
iogr-1352	67	12	the	the	DET
iogr-1352	67	13	point	point	NOUN
iogr-1352	67	14	of	of	ADP
iogr-1352	67	15	yield	yield	NOUN
iogr-1352	67	16	is	be	AUX
iogr-1352	67	17	then	then	ADV
iogr-1352	67	18	attained	attain	VERB
iogr-1352	67	19	.	.	PUNCT
iogr-1352	68	1	protocol	protocol	NOUN
iogr-1352	68	2	for	for	ADP
iogr-1352	68	3	the	the	DET
iogr-1352	68	4	measurement	measurement	NOUN
iogr-1352	68	5	of	of	ADP
iogr-1352	68	6	rheological	rheological	ADJ
iogr-1352	68	7	characteristics	characteristic	NOUN
iogr-1352	68	8	.	.	PUNCT
iogr-1352	69	1	the	the	DET
iogr-1352	69	2	mud	mud	NOUN
iogr-1352	69	3	specimen	speciman	NOUN
iogr-1352	69	4	was	be	AUX
iogr-1352	69	5	introduced	introduce	VERB
iogr-1352	69	6	into	into	ADP
iogr-1352	69	7	the	the	DET
iogr-1352	69	8	warm	warm	ADJ
iogr-1352	69	9	cup	cup	NOUN
iogr-1352	69	10	until	until	SCONJ
iogr-1352	69	11	it	it	PRON
iogr-1352	69	12	attained	attain	VERB
iogr-1352	69	13	the	the	DET
iogr-1352	69	14	designated	designate	VERB
iogr-1352	69	15	mark	mark	NOUN
iogr-1352	69	16	on	on	ADP
iogr-1352	69	17	the	the	DET
iogr-1352	69	18	cup	cup	NOUN
iogr-1352	69	19	's	's	PART
iogr-1352	69	20	surface	surface	NOUN
iogr-1352	69	21	.	.	PUNCT
iogr-1352	70	1	subsequently	subsequently	ADV
iogr-1352	70	2	,	,	PUNCT
iogr-1352	70	3	the	the	DET
iogr-1352	70	4	warm	warm	ADJ
iogr-1352	70	5	cup	cup	NOUN
iogr-1352	70	6	was	be	AUX
iogr-1352	70	7	positioned	position	VERB
iogr-1352	70	8	atop	atop	ADP
iogr-1352	70	9	the	the	DET
iogr-1352	70	10	viscometer	viscometer	NOUN
iogr-1352	70	11	's	's	PART
iogr-1352	70	12	stand	stand	NOUN
iogr-1352	70	13	.	.	PUNCT
iogr-1352	71	1	the	the	DET
iogr-1352	71	2	cup	cup	NOUN
iogr-1352	71	3	was	be	AUX
iogr-1352	71	4	elevated	elevate	VERB
iogr-1352	71	5	and	and	CCONJ
iogr-1352	71	6	maintained	maintain	VERB
iogr-1352	71	7	in	in	ADP
iogr-1352	71	8	place	place	NOUN
iogr-1352	71	9	until	until	SCONJ
iogr-1352	71	10	the	the	DET
iogr-1352	71	11	rotating	rotate	VERB
iogr-1352	71	12	sleeve	sleeve	NOUN
iogr-1352	71	13	was	be	AUX
iogr-1352	71	14	fully	fully	ADV
iogr-1352	71	15	submerged	submerge	VERB
iogr-1352	71	16	,	,	PUNCT
iogr-1352	71	17	aligning	align	VERB
iogr-1352	71	18	with	with	ADP
iogr-1352	71	19	the	the	DET
iogr-1352	71	20	recording	recording	NOUN
iogr-1352	71	21	device	device	NOUN
iogr-1352	71	22	.	.	PUNCT
iogr-1352	72	1	securement	securement	NOUN
iogr-1352	72	2	was	be	AUX
iogr-1352	72	3	achieved	achieve	VERB
iogr-1352	72	4	by	by	ADP
iogr-1352	72	5	engaging	engage	VERB
iogr-1352	72	6	the	the	DET
iogr-1352	72	7	locking	locking	NOUN
iogr-1352	72	8	mechanism	mechanism	NOUN
iogr-1352	72	9	,	,	PUNCT
iogr-1352	72	10	ensuring	ensure	VERB
iogr-1352	72	11	the	the	DET
iogr-1352	72	12	cup	cup	NOUN
iogr-1352	72	13	was	be	AUX
iogr-1352	72	14	properly	properly	ADV
iogr-1352	72	15	affixed	affix	VERB
iogr-1352	72	16	.	.	PUNCT
iogr-1352	73	1	a	a	DET
iogr-1352	73	2	mixing	mix	VERB
iogr-1352	73	3	protocol	protocol	NOUN
iogr-1352	73	4	was	be	AUX
iogr-1352	73	5	then	then	ADV
iogr-1352	73	6	initiated	initiate	VERB
iogr-1352	73	7	,	,	PUNCT
iogr-1352	73	8	involving	involve	VERB
iogr-1352	73	9	a	a	DET
iogr-1352	73	10	10	10	NUM
iogr-1352	73	11	-	-	PUNCT
iogr-1352	73	12	second	second	ADJ
iogr-1352	73	13	agitation	agitation	NOUN
iogr-1352	73	14	period	period	NOUN
iogr-1352	73	15	,	,	PUNCT
iogr-1352	73	16	followed	follow	VERB
iogr-1352	73	17	by	by	ADP
iogr-1352	73	18	sequential	sequential	ADJ
iogr-1352	73	19	adjustments	adjustment	NOUN
iogr-1352	73	20	of	of	ADP
iogr-1352	73	21	the	the	DET
iogr-1352	73	22	handle	handle	NOUN
iogr-1352	73	23	to	to	ADP
iogr-1352	73	24	various	various	ADJ
iogr-1352	73	25	rotational	rotational	ADJ
iogr-1352	73	26	speeds	speed	NOUN
iogr-1352	73	27	.	.	PUNCT
iogr-1352	74	1	at	at	ADP
iogr-1352	74	2	the	the	DET
iogr-1352	74	3	point	point	NOUN
iogr-1352	74	4	where	where	SCONJ
iogr-1352	74	5	the	the	DET
iogr-1352	74	6	dial	dial	NOUN
iogr-1352	74	7	reading	read	VERB
iogr-1352	74	8	balances	balance	NOUN
iogr-1352	74	9	out	out	ADP
iogr-1352	74	10	,	,	PUNCT
iogr-1352	74	11	values	value	NOUN
iogr-1352	74	12	were	be	AUX
iogr-1352	74	13	obtained	obtain	VERB
iogr-1352	74	14	.	.	PUNCT
iogr-1352	75	1	plastic	plastic	ADJ
iogr-1352	75	2	viscosity	viscosity	NOUN
iogr-1352	75	3	(	(	PUNCT
iogr-1352	75	4	pv	pv	NOUN
iogr-1352	75	5	)	)	PUNCT
iogr-1352	75	6	(	(	PUNCT
iogr-1352	75	7	cp	cp	X
iogr-1352	75	8	)	)	PUNCT
iogr-1352	75	9	=	=	NOUN
iogr-1352	75	10	600	600	NUM
iogr-1352	75	11	rpm	rpm	NOUN
iogr-1352	75	12	readings-300	readings-300	PROPN
iogr-1352	75	13	rpm	rpm	PROPN
iogr-1352	75	14	readings,	readings,	PROPN
iogr-1352	75	15	................................................................	................................................................	SYM
iogr-1352	75	16	(1	(1	ADJ
iogr-1352	75	17	)	)	PUNCT
iogr-1352	75	18	yield	yield	NOUN
iogr-1352	75	19	point	point	NOUN
iogr-1352	75	20	(	(	PUNCT
iogr-1352	75	21	yp	yp	NOUN
iogr-1352	75	22	)	)	PUNCT
iogr-1352	75	23	(	(	PUNCT
iogr-1352	75	24	lb/100ft2)=300	lb/100ft2)=300	NUM
iogr-1352	75	25	rpm	rpm	PROPN
iogr-1352	75	26	readings	reading	NOUN
iogr-1352	75	27	-	-	PUNCT
iogr-1352	75	28	plastic	plastic	NOUN
iogr-1352	75	29	viscosity,	viscosity,	NOUN
iogr-1352	75	30	....................................................................	....................................................................	PUNCT
iogr-1352	75	31	(2	(2	NUM
iogr-1352	75	32	)	)	PUNCT
iogr-1352	75	33	apparent	apparent	ADJ
iogr-1352	75	34	viscosity	viscosity	NOUN
iogr-1352	75	35	(	(	PUNCT
iogr-1352	75	36	av	av	NOUN
iogr-1352	75	37	)	)	PUNCT
iogr-1352	75	38	(	(	PUNCT
iogr-1352	75	39	cp	cp	X
iogr-1352	75	40	)	)	PUNCT
iogr-1352	75	41	=	=	NOUN
iogr-1352	76	1	=	=	SYM
iogr-1352	76	2	600rpm	600rpm	NUM
iogr-1352	76	3	readings	reading	NOUN
iogr-1352	76	4	2	2	NUM
iogr-1352	76	5	.............................................................................................	.............................................................................................	PUNCT
iogr-1352	76	6	(	(	PUNCT
iogr-1352	76	7	3	3	X
iogr-1352	76	8	)	)	PUNCT
iogr-1352	76	9	it	it	PRON
iogr-1352	76	10	is	be	AUX
iogr-1352	76	11	important	important	ADJ
iogr-1352	76	12	to	to	PART
iogr-1352	76	13	note	note	VERB
iogr-1352	76	14	that	that	SCONJ
iogr-1352	76	15	the	the	DET
iogr-1352	76	16	gel	gel	NOUN
iogr-1352	76	17	strength	strength	NOUN
iogr-1352	76	18	at	at	ADP
iogr-1352	76	19	10	10	NUM
iogr-1352	76	20	seconds	second	NOUN
iogr-1352	76	21	,	,	PUNCT
iogr-1352	76	22	denoted	denote	VERB
iogr-1352	76	23	in	in	ADP
iogr-1352	76	24	pounds	pound	NOUN
iogr-1352	76	25	per	per	ADP
iogr-1352	76	26	100	100	NUM
iogr-1352	76	27	square	square	ADJ
iogr-1352	76	28	feet	foot	NOUN
iogr-1352	76	29	(	(	PUNCT
iogr-1352	76	30	lb/100ft²	lb/100ft²	NOUN
iogr-1352	76	31	)	)	PUNCT
iogr-1352	76	32	,	,	PUNCT
iogr-1352	76	33	refers	refer	VERB
iogr-1352	76	34	to	to	ADP
iogr-1352	76	35	the	the	DET
iogr-1352	76	36	peak	peak	NOUN
iogr-1352	76	37	dial	dial	NOUN
iogr-1352	76	38	deflection	deflection	NOUN
iogr-1352	76	39	occurring	occur	VERB
iogr-1352	76	40	after	after	ADP
iogr-1352	76	41	a	a	DET
iogr-1352	76	42	duration	duration	NOUN
iogr-1352	76	43	of	of	ADP
iogr-1352	76	44	10	10	NUM
iogr-1352	76	45	seconds	second	NOUN
iogr-1352	76	46	.	.	PUNCT
iogr-1352	77	1	conversely	conversely	ADV
iogr-1352	77	2	,	,	PUNCT
iogr-1352	77	3	the	the	DET
iogr-1352	77	4	gel	gel	NOUN
iogr-1352	77	5	strength	strength	NOUN
iogr-1352	77	6	at	at	ADP
iogr-1352	77	7	10	10	NUM
iogr-1352	77	8	minutes	minute	NOUN
iogr-1352	77	9	,	,	PUNCT
iogr-1352	77	10	also	also	ADV
iogr-1352	77	11	measured	measure	VERB
iogr-1352	77	12	in	in	ADP
iogr-1352	77	13	pounds	pound	NOUN
iogr-1352	77	14	per	per	ADP
iogr-1352	77	15	100	100	NUM
iogr-1352	77	16	square	square	ADJ
iogr-1352	77	17	feet	foot	NOUN
iogr-1352	77	18	(	(	PUNCT
iogr-1352	77	19	lb/100ft²	lb/100ft²	NOUN
iogr-1352	77	20	)	)	PUNCT
iogr-1352	77	21	,	,	PUNCT
iogr-1352	77	22	signifies	signify	VERB
iogr-1352	77	23	the	the	DET
iogr-1352	77	24	peak	peak	ADJ
iogr-1352	77	25	dial	dial	NOUN
iogr-1352	77	26	deflection	deflection	NOUN
iogr-1352	77	27	observed	observe	VERB
iogr-1352	77	28	after	after	ADP
iogr-1352	77	29	a	a	DET
iogr-1352	77	30	period	period	NOUN
iogr-1352	77	31	of	of	ADP
iogr-1352	77	32	10	10	NUM
iogr-1352	77	33	minutes	minute	NOUN
iogr-1352	77	34	.	.	PUNCT
iogr-1352	78	1	steps	step	NOUN
iogr-1352	78	2	for	for	ADP
iogr-1352	78	3	the	the	DET
iogr-1352	78	4	measurement	measurement	NOUN
iogr-1352	78	5	of	of	ADP
iogr-1352	78	6	ph	ph	PROPN
iogr-1352	78	7	.	.	PROPN
iogr-1352	78	8	activate	activate	VERB
iogr-1352	78	9	the	the	DET
iogr-1352	78	10	ph	ph	ADJ
iogr-1352	78	11	meter	meter	NOUN
iogr-1352	78	12	and	and	CCONJ
iogr-1352	78	13	proceed	proceed	VERB
iogr-1352	78	14	to	to	PART
iogr-1352	78	15	rinse	rinse	VERB
iogr-1352	78	16	the	the	DET
iogr-1352	78	17	electrode	electrode	NOUN
iogr-1352	78	18	with	with	ADP
iogr-1352	78	19	distilled	distil	VERB
iogr-1352	78	20	water	water	NOUN
iogr-1352	78	21	,	,	PUNCT
iogr-1352	78	22	subsequently	subsequently	ADV
iogr-1352	78	23	drying	dry	VERB
iogr-1352	78	24	it	it	PRON
iogr-1352	78	25	with	with	ADP
iogr-1352	78	26	a	a	DET
iogr-1352	78	27	clean	clean	ADJ
iogr-1352	78	28	tissue	tissue	NOUN
iogr-1352	78	29	.	.	PUNCT
iogr-1352	79	1	calibrate	calibrate	VERB
iogr-1352	79	2	the	the	DET
iogr-1352	79	3	ph	ph	ADJ
iogr-1352	79	4	meter	meter	NOUN
iogr-1352	79	5	employing	employ	VERB
iogr-1352	79	6	deionized	deionize	VERB
iogr-1352	79	7	water	water	NOUN
iogr-1352	79	8	(	(	PUNCT
iogr-1352	79	9	calibrated	calibrate	VERB
iogr-1352	79	10	to	to	ADP
iogr-1352	79	11	a	a	DET
iogr-1352	79	12	ph	ph	NOUN
iogr-1352	79	13	of	of	ADP
iogr-1352	79	14	7.0	7.0	NUM
iogr-1352	79	15	)	)	PUNCT
iogr-1352	79	16	.	.	PUNCT
iogr-1352	80	1	procure	procure	VERB
iogr-1352	80	2	a	a	DET
iogr-1352	80	3	sample	sample	NOUN
iogr-1352	80	4	of	of	ADP
iogr-1352	80	5	the	the	DET
iogr-1352	80	6	drilling	drilling	NOUN
iogr-1352	80	7	fluid	fluid	NOUN
iogr-1352	80	8	within	within	ADP
iogr-1352	80	9	a	a	DET
iogr-1352	80	10	clean	clean	ADJ
iogr-1352	80	11	beaker	beaker	NOUN
iogr-1352	80	12	.	.	PUNCT
iogr-1352	81	1	thoroughly	thoroughly	ADV
iogr-1352	81	2	agitate	agitate	VERB
iogr-1352	81	3	the	the	DET
iogr-1352	81	4	drilling	drilling	NOUN
iogr-1352	81	5	fluid	fluid	NOUN
iogr-1352	81	6	sample	sample	NOUN
iogr-1352	81	7	using	use	VERB
iogr-1352	81	8	a	a	DET
iogr-1352	81	9	stirring	stir	VERB
iogr-1352	81	10	rod	rod	NOUN
iogr-1352	81	11	or	or	CCONJ
iogr-1352	81	12	magnetic	magnetic	ADJ
iogr-1352	81	13	stirrer	stirrer	NOUN
iogr-1352	81	14	to	to	PART
iogr-1352	81	15	guarantee	guarantee	VERB
iogr-1352	81	16	homogeneity	homogeneity	NOUN
iogr-1352	81	17	.	.	PUNCT
iogr-1352	82	1	submerge	submerge	VERB
iogr-1352	82	2	the	the	DET
iogr-1352	82	3	electrode	electrode	NOUN
iogr-1352	82	4	into	into	ADP
iogr-1352	82	5	the	the	DET
iogr-1352	82	6	drilling	drilling	NOUN
iogr-1352	82	7	fluid	fluid	NOUN
iogr-1352	82	8	sample	sample	NOUN
iogr-1352	82	9	,	,	PUNCT
iogr-1352	82	10	ensuring	ensure	VERB
iogr-1352	82	11	complete	complete	ADJ
iogr-1352	82	12	immersion	immersion	NOUN
iogr-1352	82	13	without	without	ADP
iogr-1352	82	14	allowing	allow	VERB
iogr-1352	82	15	contact	contact	NOUN
iogr-1352	82	16	with	with	ADP
iogr-1352	82	17	the	the	DET
iogr-1352	82	18	container	container	NOUN
iogr-1352	82	19	's	's	PART
iogr-1352	82	20	base	base	NOUN
iogr-1352	82	21	.	.	PUNCT
iogr-1352	83	1	allow	allow	VERB
iogr-1352	83	2	the	the	DET
iogr-1352	83	3	ph	ph	ADJ
iogr-1352	83	4	meter	meter	NOUN
iogr-1352	83	5	to	to	PART
iogr-1352	83	6	reach	reach	VERB
iogr-1352	83	7	equilibrium	equilibrium	NOUN
iogr-1352	83	8	and	and	CCONJ
iogr-1352	83	9	subsequently	subsequently	ADV
iogr-1352	83	10	display	display	VERB
iogr-1352	83	11	the	the	DET
iogr-1352	83	12	ph	ph	NOUN
iogr-1352	83	13	value	value	NOUN
iogr-1352	83	14	.	.	PUNCT
iogr-1352	84	1	document	document	NOUN
iogr-1352	84	2	the	the	DET
iogr-1352	84	3	ph	ph	NOUN
iogr-1352	84	4	value	value	NOUN
iogr-1352	84	5	.	.	PUNCT
iogr-1352	85	1	the	the	DET
iogr-1352	85	2	electrode	electrode	NOUN
iogr-1352	85	3	should	should	AUX
iogr-1352	85	4	be	be	AUX
iogr-1352	85	5	rinsed	rinse	VERB
iogr-1352	85	6	with	with	ADP
iogr-1352	85	7	distilled	distil	VERB
iogr-1352	85	8	water	water	NOUN
iogr-1352	85	9	subsequent	subsequent	ADJ
iogr-1352	85	10	to	to	ADP
iogr-1352	85	11	the	the	DET
iogr-1352	85	12	measurement	measurement	NOUN
iogr-1352	85	13	process	process	NOUN
iogr-1352	85	14	.	.	PUNCT
iogr-1352	86	1	the	the	DET
iogr-1352	86	2	procedure	procedure	NOUN
iogr-1352	86	3	for	for	ADP
iogr-1352	86	4	evaluating	evaluate	VERB
iogr-1352	86	5	high	high	ADJ
iogr-1352	86	6	-	-	PUNCT
iogr-1352	86	7	temperature	temperature	NOUN
iogr-1352	86	8	high	high	ADJ
iogr-1352	86	9	-	-	PUNCT
iogr-1352	86	10	pressure	pressure	NOUN
iogr-1352	86	11	(	(	PUNCT
iogr-1352	86	12	hthp	hthp	ADJ
iogr-1352	86	13	)	)	PUNCT
iogr-1352	86	14	fluid	fluid	ADJ
iogr-1352	86	15	loss	loss	NOUN
iogr-1352	86	16	control	control	NOUN
iogr-1352	86	17	involves	involve	VERB
iogr-1352	86	18	utilizing	utilize	VERB
iogr-1352	86	19	a	a	DET
iogr-1352	86	20	filtration	filtration	NOUN
iogr-1352	86	21	assembly	assembly	NOUN
iogr-1352	86	22	designed	design	VERB
iogr-1352	86	23	for	for	ADP
iogr-1352	86	24	hthp	hthp	ADJ
iogr-1352	86	25	filtration	filtration	NOUN
iogr-1352	86	26	tests	test	NOUN
iogr-1352	86	27	.	.	PUNCT
iogr-1352	87	1	the	the	DET
iogr-1352	87	2	drilling	drilling	NOUN
iogr-1352	87	3	fluid	fluid	NOUN
iogr-1352	87	4	sample	sample	NOUN
iogr-1352	87	5	is	be	AUX
iogr-1352	87	6	prepared	prepare	VERB
iogr-1352	87	7	within	within	ADP
iogr-1352	87	8	the	the	DET
iogr-1352	87	9	filtration	filtration	NOUN
iogr-1352	87	10	cell	cell	NOUN
iogr-1352	87	11	,	,	PUNCT
iogr-1352	87	12	and	and	CCONJ
iogr-1352	87	13	thereafter	thereafter	ADV
iogr-1352	87	14	,	,	PUNCT
iogr-1352	87	15	improved	improved	ADJ
iogr-1352	87	16	oil	oil	NOUN
iogr-1352	87	17	and	and	CCONJ
iogr-1352	87	18	gas	gas	NOUN
iogr-1352	87	19	recovery	recovery	NOUN
iogr-1352	87	20	4	4	NUM
iogr-1352	87	21	the	the	DET
iogr-1352	87	22	requisite	requisite	ADJ
iogr-1352	87	23	pressure	pressure	NOUN
iogr-1352	87	24	is	be	AUX
iogr-1352	87	25	applied	apply	VERB
iogr-1352	87	26	to	to	ADP
iogr-1352	87	27	the	the	DET
iogr-1352	87	28	sample	sample	NOUN
iogr-1352	87	29	.	.	PUNCT
iogr-1352	88	1	the	the	DET
iogr-1352	88	2	temperature	temperature	NOUN
iogr-1352	88	3	is	be	AUX
iogr-1352	88	4	consistently	consistently	ADV
iogr-1352	88	5	maintained	maintain	VERB
iogr-1352	88	6	throughout	throughout	ADP
iogr-1352	88	7	the	the	DET
iogr-1352	88	8	duration	duration	NOUN
iogr-1352	88	9	of	of	ADP
iogr-1352	88	10	the	the	DET
iogr-1352	88	11	test	test	NOUN
iogr-1352	88	12	.	.	PUNCT
iogr-1352	89	1	the	the	DET
iogr-1352	89	2	filtrate	filtrate	NOUN
iogr-1352	89	3	that	that	PRON
iogr-1352	89	4	permeates	permeate	VERB
iogr-1352	89	5	through	through	ADP
iogr-1352	89	6	the	the	DET
iogr-1352	89	7	filter	filter	NOUN
iogr-1352	89	8	medium	medium	NOUN
iogr-1352	89	9	is	be	AUX
iogr-1352	89	10	collected	collect	VERB
iogr-1352	89	11	,	,	PUNCT
iogr-1352	89	12	and	and	CCONJ
iogr-1352	89	13	the	the	DET
iogr-1352	89	14	volume	volume	NOUN
iogr-1352	89	15	of	of	ADP
iogr-1352	89	16	this	this	DET
iogr-1352	89	17	filtrate	filtrate	NOUN
iogr-1352	89	18	is	be	AUX
iogr-1352	89	19	quantified	quantify	VERB
iogr-1352	89	20	over	over	ADP
iogr-1352	89	21	a	a	DET
iogr-1352	89	22	predetermined	predetermine	VERB
iogr-1352	89	23	time	time	NOUN
iogr-1352	89	24	interval	interval	NOUN
iogr-1352	89	25	.	.	PUNCT
iogr-1352	90	1	subsequently	subsequently	ADV
iogr-1352	90	2	,	,	PUNCT
iogr-1352	90	3	the	the	DET
iogr-1352	90	4	thickness	thickness	NOUN
iogr-1352	90	5	of	of	ADP
iogr-1352	90	6	the	the	DET
iogr-1352	90	7	filter	filter	NOUN
iogr-1352	90	8	cake	cake	NOUN
iogr-1352	90	9	is	be	AUX
iogr-1352	90	10	documented	document	VERB
iogr-1352	90	11	.	.	PUNCT
iogr-1352	91	1	results	result	VERB
iogr-1352	91	2	this	this	DET
iogr-1352	91	3	section	section	NOUN
iogr-1352	91	4	presents	present	VERB
iogr-1352	91	5	the	the	DET
iogr-1352	91	6	detailed	detailed	ADJ
iogr-1352	91	7	outcomes	outcome	NOUN
iogr-1352	91	8	of	of	ADP
iogr-1352	91	9	the	the	DET
iogr-1352	91	10	experiments	experiment	NOUN
iogr-1352	91	11	and	and	CCONJ
iogr-1352	91	12	analyses	analysis	NOUN
iogr-1352	91	13	conducted	conduct	VERB
iogr-1352	91	14	to	to	PART
iogr-1352	91	15	fulfill	fulfill	VERB
iogr-1352	91	16	the	the	DET
iogr-1352	91	17	objectives	objective	NOUN
iogr-1352	91	18	of	of	ADP
iogr-1352	91	19	the	the	DET
iogr-1352	91	20	current	current	ADJ
iogr-1352	91	21	study	study	NOUN
iogr-1352	91	22	.	.	PUNCT
iogr-1352	92	1	the	the	DET
iogr-1352	92	2	drilling	drilling	NOUN
iogr-1352	92	3	segment	segment	NOUN
iogr-1352	92	4	delineates	delineate	VERB
iogr-1352	92	5	the	the	DET
iogr-1352	92	6	results	result	NOUN
iogr-1352	92	7	,	,	PUNCT
iogr-1352	92	8	which	which	PRON
iogr-1352	92	9	elucidate	elucidate	VERB
iogr-1352	92	10	the	the	DET
iogr-1352	92	11	influence	influence	NOUN
iogr-1352	92	12	on	on	ADP
iogr-1352	92	13	the	the	DET
iogr-1352	92	14	rheological	rheological	ADJ
iogr-1352	92	15	properties	property	NOUN
iogr-1352	92	16	and	and	CCONJ
iogr-1352	92	17	characteristics	characteristic	NOUN
iogr-1352	92	18	of	of	ADP
iogr-1352	92	19	the	the	DET
iogr-1352	92	20	mud	mud	NOUN
iogr-1352	92	21	subsequent	subsequent	ADJ
iogr-1352	92	22	to	to	ADP
iogr-1352	92	23	the	the	DET
iogr-1352	92	24	addition	addition	NOUN
iogr-1352	92	25	of	of	ADP
iogr-1352	92	26	nanoparticles	nanoparticle	NOUN
iogr-1352	92	27	to	to	ADP
iogr-1352	92	28	water	water	NOUN
iogr-1352	92	29	-	-	PUNCT
iogr-1352	92	30	based	base	VERB
iogr-1352	92	31	mud	mud	NOUN
iogr-1352	92	32	and	and	CCONJ
iogr-1352	92	33	the	the	DET
iogr-1352	92	34	utilization	utilization	NOUN
iogr-1352	92	35	of	of	ADP
iogr-1352	92	36	almond	almond	NOUN
iogr-1352	92	37	oil	oil	NOUN
iogr-1352	92	38	in	in	ADP
iogr-1352	92	39	the	the	DET
iogr-1352	92	40	formulation	formulation	NOUN
iogr-1352	92	41	of	of	ADP
iogr-1352	92	42	oil	oil	NOUN
iogr-1352	92	43	-	-	PUNCT
iogr-1352	92	44	based	base	VERB
iogr-1352	92	45	mud	mud	NOUN
iogr-1352	92	46	.	.	PUNCT
iogr-1352	93	1	silica	silica	NOUN
iogr-1352	93	2	oxide	oxide	NOUN
iogr-1352	93	3	nanoparticles	nanoparticle	NOUN
iogr-1352	93	4	ftir	ftir	VERB
iogr-1352	93	5	analysis	analysis	NOUN
iogr-1352	93	6	.	.	PUNCT
iogr-1352	94	1	figure	figure	NOUN
iogr-1352	94	2	1	1	NUM
iogr-1352	94	3	shows	show	VERB
iogr-1352	94	4	the	the	DET
iogr-1352	94	5	results	result	NOUN
iogr-1352	94	6	of	of	ADP
iogr-1352	94	7	a	a	DET
iogr-1352	94	8	fourier	fourier	NOUN
iogr-1352	94	9	transform	transform	NOUN
iogr-1352	94	10	infrared	infrared	ADJ
iogr-1352	94	11	(	(	PUNCT
iogr-1352	94	12	ftir	ftir	NOUN
iogr-1352	94	13	)	)	PUNCT
iogr-1352	94	14	spectroscopy	spectroscopy	VERB
iogr-1352	94	15	analysis	analysis	NOUN
iogr-1352	94	16	of	of	ADP
iogr-1352	94	17	silica	silica	NOUN
iogr-1352	94	18	oxide	oxide	NOUN
iogr-1352	94	19	nanoparticles	nanoparticle	NOUN
iogr-1352	94	20	.	.	PUNCT
iogr-1352	95	1	ftir	ftir	PROPN
iogr-1352	95	2	spectroscopy	spectroscopy	PROPN
iogr-1352	95	3	is	be	AUX
iogr-1352	95	4	a	a	DET
iogr-1352	95	5	technique	technique	NOUN
iogr-1352	95	6	used	use	VERB
iogr-1352	95	7	to	to	PART
iogr-1352	95	8	obtain	obtain	VERB
iogr-1352	95	9	an	an	DET
iogr-1352	95	10	infrared	infrared	ADJ
iogr-1352	95	11	spectrum	spectrum	NOUN
iogr-1352	95	12	of	of	ADP
iogr-1352	95	13	absorption	absorption	NOUN
iogr-1352	95	14	or	or	CCONJ
iogr-1352	95	15	emission	emission	NOUN
iogr-1352	95	16	of	of	ADP
iogr-1352	95	17	a	a	DET
iogr-1352	95	18	sample	sample	NOUN
iogr-1352	95	19	.	.	PUNCT
iogr-1352	96	1	it	it	PRON
iogr-1352	96	2	provides	provide	VERB
iogr-1352	96	3	information	information	NOUN
iogr-1352	96	4	about	about	ADP
iogr-1352	96	5	the	the	DET
iogr-1352	96	6	molecular	molecular	ADJ
iogr-1352	96	7	composition	composition	NOUN
iogr-1352	96	8	and	and	CCONJ
iogr-1352	96	9	structure	structure	NOUN
iogr-1352	96	10	of	of	ADP
iogr-1352	96	11	the	the	DET
iogr-1352	96	12	sample	sample	NOUN
iogr-1352	96	13	by	by	ADP
iogr-1352	96	14	measuring	measure	VERB
iogr-1352	96	15	how	how	SCONJ
iogr-1352	96	16	different	different	ADJ
iogr-1352	96	17	wavelengths	wavelength	NOUN
iogr-1352	96	18	of	of	ADP
iogr-1352	96	19	infrared	infrared	ADJ
iogr-1352	96	20	light	light	NOUN
iogr-1352	96	21	are	be	AUX
iogr-1352	96	22	absorbed	absorb	VERB
iogr-1352	96	23	by	by	ADP
iogr-1352	96	24	the	the	DET
iogr-1352	96	25	sample	sample	NOUN
iogr-1352	96	26	.	.	PUNCT
iogr-1352	97	1	figure	figure	NOUN
iogr-1352	97	2	1	1	NUM
iogr-1352	97	3	—	—	PUNCT
iogr-1352	97	4	ftir	ftir	VERB
iogr-1352	97	5	analysis	analysis	NOUN
iogr-1352	97	6	.	.	PUNCT
iogr-1352	98	1	analysis	analysis	NOUN
iogr-1352	98	2	of	of	ADP
iogr-1352	98	3	the	the	DET
iogr-1352	98	4	ftir	ftir	PROPN
iogr-1352	98	5	spectrum	spectrum	PROPN
iogr-1352	98	6	.	.	PUNCT
iogr-1352	99	1	the	the	DET
iogr-1352	99	2	x	x	X
iogr-1352	99	3	-	-	NOUN
iogr-1352	99	4	axis	axis	NOUN
iogr-1352	99	5	represents	represent	VERB
iogr-1352	99	6	the	the	DET
iogr-1352	99	7	wavenumber	wavenumber	NOUN
iogr-1352	99	8	in	in	ADP
iogr-1352	99	9	cm⁻¹	cm⁻¹	PROPN
iogr-1352	99	10	,	,	PUNCT
iogr-1352	99	11	which	which	PRON
iogr-1352	99	12	is	be	AUX
iogr-1352	99	13	the	the	DET
iogr-1352	99	14	reciprocal	reciprocal	NOUN
iogr-1352	99	15	of	of	ADP
iogr-1352	99	16	the	the	DET
iogr-1352	99	17	wavelength	wavelength	NOUN
iogr-1352	99	18	and	and	CCONJ
iogr-1352	99	19	is	be	AUX
iogr-1352	99	20	directly	directly	ADV
iogr-1352	99	21	proportional	proportional	ADJ
iogr-1352	99	22	to	to	ADP
iogr-1352	99	23	the	the	DET
iogr-1352	99	24	energy	energy	NOUN
iogr-1352	99	25	of	of	ADP
iogr-1352	99	26	the	the	DET
iogr-1352	99	27	vibrations	vibration	NOUN
iogr-1352	99	28	.	.	PUNCT
iogr-1352	100	1	the	the	DET
iogr-1352	100	2	range	range	NOUN
iogr-1352	100	3	typically	typically	ADV
iogr-1352	100	4	extends	extend	VERB
iogr-1352	100	5	from	from	ADP
iogr-1352	100	6	4000	4000	NUM
iogr-1352	100	7	cm⁻¹	cm⁻¹	NOUN
iogr-1352	100	8	to	to	ADP
iogr-1352	100	9	400	400	NUM
iogr-1352	100	10	cm⁻¹.	cm⁻¹.	NOUN
iogr-1352	100	11	the	the	DET
iogr-1352	100	12	y	y	NOUN
iogr-1352	100	13	-	-	PUNCT
iogr-1352	100	14	axis	axis	NOUN
iogr-1352	100	15	represents	represent	VERB
iogr-1352	100	16	the	the	DET
iogr-1352	100	17	transmittance	transmittance	NOUN
iogr-1352	100	18	(	(	PUNCT
iogr-1352	100	19	%	%	NOUN
iogr-1352	100	20	)	)	PUNCT
iogr-1352	100	21	,	,	PUNCT
iogr-1352	100	22	which	which	PRON
iogr-1352	100	23	indicates	indicate	VERB
iogr-1352	100	24	how	how	SCONJ
iogr-1352	100	25	much	much	ADJ
iogr-1352	100	26	light	light	NOUN
iogr-1352	100	27	passes	pass	VERB
iogr-1352	100	28	through	through	ADP
iogr-1352	100	29	the	the	DET
iogr-1352	100	30	sample	sample	NOUN
iogr-1352	100	31	.	.	PUNCT
iogr-1352	101	1	a	a	DET
iogr-1352	101	2	lower	low	ADJ
iogr-1352	101	3	transmittance	transmittance	NOUN
iogr-1352	101	4	at	at	ADP
iogr-1352	101	5	a	a	DET
iogr-1352	101	6	specific	specific	ADJ
iogr-1352	101	7	wavenumber	wavenumber	NOUN
iogr-1352	101	8	means	mean	VERB
iogr-1352	101	9	higher	high	ADJ
iogr-1352	101	10	absorption	absorption	NOUN
iogr-1352	101	11	,	,	PUNCT
iogr-1352	101	12	corresponding	correspond	VERB
iogr-1352	101	13	to	to	ADP
iogr-1352	101	14	the	the	DET
iogr-1352	101	15	presence	presence	NOUN
iogr-1352	101	16	of	of	ADP
iogr-1352	101	17	specific	specific	ADJ
iogr-1352	101	18	chemical	chemical	NOUN
iogr-1352	101	19	bonds	bond	NOUN
iogr-1352	101	20	.	.	PUNCT
iogr-1352	102	1	four	four	NUM
iogr-1352	102	2	significant	significant	ADJ
iogr-1352	102	3	peaks	peak	NOUN
iogr-1352	102	4	are	be	AUX
iogr-1352	102	5	identified	identify	VERB
iogr-1352	102	6	in	in	ADP
iogr-1352	102	7	the	the	DET
iogr-1352	102	8	spectrum	spectrum	NOUN
iogr-1352	102	9	,	,	PUNCT
iogr-1352	102	10	each	each	PRON
iogr-1352	102	11	corresponding	correspond	VERB
iogr-1352	102	12	to	to	ADP
iogr-1352	102	13	specific	specific	ADJ
iogr-1352	102	14	vibrational	vibrational	ADJ
iogr-1352	102	15	modes	mode	NOUN
iogr-1352	102	16	of	of	ADP
iogr-1352	102	17	the	the	DET
iogr-1352	102	18	silica	silica	NOUN
iogr-1352	102	19	oxide	oxide	NOUN
iogr-1352	102	20	nanoparticles	nanoparticle	NOUN
iogr-1352	102	21	(	(	PUNCT
iogr-1352	102	22	table	table	NOUN
iogr-1352	102	23	2	2	NUM
iogr-1352	102	24	):	):	PUNCT
iogr-1352	102	25	peak	peak	NOUN
iogr-1352	102	26	1	1	NUM
iogr-1352	102	27	:	:	PUNCT
iogr-1352	102	28	this	this	DET
iogr-1352	102	29	peak	peak	NOUN
iogr-1352	102	30	is	be	AUX
iogr-1352	102	31	likely	likely	ADV
iogr-1352	102	32	associated	associate	VERB
iogr-1352	102	33	with	with	ADP
iogr-1352	102	34	the	the	DET
iogr-1352	102	35	bending	bend	VERB
iogr-1352	102	36	vibrations	vibration	NOUN
iogr-1352	102	37	of	of	ADP
iogr-1352	102	38	si	si	NOUN
iogr-1352	102	39	-	-	ADJ
iogr-1352	102	40	o	o	NOUN
iogr-1352	102	41	-	-	PUNCT
iogr-1352	102	42	si	si	ADJ
iogr-1352	102	43	bonds	bond	NOUN
iogr-1352	102	44	in	in	ADP
iogr-1352	102	45	the	the	DET
iogr-1352	102	46	silica	silica	NOUN
iogr-1352	102	47	network	network	NOUN
iogr-1352	102	48	having	have	VERB
iogr-1352	102	49	a	a	DET
iogr-1352	102	50	wavenumber	wavenumber	NOUN
iogr-1352	102	51	of	of	ADP
iogr-1352	102	52	693.28484	693.28484	NUM
iogr-1352	102	53	cm⁻¹	cm⁻¹	NOUN
iogr-1352	102	54	and	and	CCONJ
iogr-1352	102	55	intensity	intensity	NOUN
iogr-1352	102	56	of	of	ADP
iogr-1352	102	57	66.99708	66.99708	NUM
iogr-1352	102	58	;	;	PUNCT
iogr-1352	102	59	peak	peak	NOUN
iogr-1352	102	60	2	2	NUM
iogr-1352	102	61	:	:	PUNCT
iogr-1352	102	62	this	this	DET
iogr-1352	102	63	peak	peak	NOUN
iogr-1352	102	64	is	be	AUX
iogr-1352	102	65	typically	typically	ADV
iogr-1352	102	66	attributed	attribute	VERB
iogr-1352	102	67	to	to	ADP
iogr-1352	102	68	symmetric	symmetric	ADJ
iogr-1352	102	69	stretching	stretching	NOUN
iogr-1352	102	70	vibrations	vibration	NOUN
iogr-1352	102	71	of	of	ADP
iogr-1352	102	72	the	the	DET
iogr-1352	102	73	si	si	ADJ
iogr-1352	102	74	-	-	ADJ
iogr-1352	102	75	o	o	NOUN
iogr-1352	102	76	-	-	PUNCT
iogr-1352	102	77	si	si	ADJ
iogr-1352	102	78	bonds	bond	NOUN
iogr-1352	102	79	having	have	VERB
iogr-1352	102	80	a	a	DET
iogr-1352	102	81	wavenumber	wavenumber	NOUN
iogr-1352	102	82	of	of	ADP
iogr-1352	102	83	775.28627	775.28627	NUM
iogr-1352	102	84	cm⁻¹	cm⁻¹	NOUN
iogr-1352	102	85	and	and	CCONJ
iogr-1352	102	86	intensity	intensity	NOUN
iogr-1352	102	87	of	of	ADP
iogr-1352	102	88	43.64883	43.64883	NUM
iogr-1352	102	89	;	;	PUNCT
iogr-1352	102	90	peak	peak	NOUN
iogr-1352	102	91	3	3	NUM
iogr-1352	102	92	:	:	PUNCT
iogr-1352	102	93	this	this	DET
iogr-1352	102	94	peak	peak	NOUN
iogr-1352	102	95	corresponds	correspond	VERB
iogr-1352	102	96	to	to	ADP
iogr-1352	102	97	the	the	DET
iogr-1352	102	98	asymmetric	asymmetric	ADJ
iogr-1352	102	99	stretching	stretch	VERB
iogr-1352	102	100	vibrations	vibration	NOUN
iogr-1352	102	101	of	of	ADP
iogr-1352	102	102	the	the	DET
iogr-1352	102	103	si	si	ADJ
iogr-1352	102	104	-	-	ADJ
iogr-1352	102	105	o	o	NOUN
iogr-1352	102	106	-	-	ADJ
iogr-1352	102	107	si	si	ADJ
iogr-1352	102	108	bonds	bond	NOUN
iogr-1352	102	109	,	,	PUNCT
iogr-1352	102	110	which	which	PRON
iogr-1352	102	111	is	be	AUX
iogr-1352	102	112	a	a	DET
iogr-1352	102	113	characteristic	characteristic	ADJ
iogr-1352	102	114	peak	peak	NOUN
iogr-1352	102	115	for	for	ADP
iogr-1352	102	116	silica	silica	NOUN
iogr-1352	102	117	materials	material	NOUN
iogr-1352	102	118	having	have	VERB
iogr-1352	102	119	a	a	DET
iogr-1352	102	120	wavenumber	wavenumber	NOUN
iogr-1352	102	121	of	of	ADP
iogr-1352	102	122	1051.10927	1051.10927	NUM
iogr-1352	102	123	cm⁻¹	cm⁻¹	NOUN
iogr-1352	102	124	and	and	CCONJ
iogr-1352	102	125	intensity	intensity	NOUN
iogr-1352	102	126	of	of	ADP
iogr-1352	102	127	34.76249	34.76249	NUM
iogr-1352	102	128	;	;	PUNCT
iogr-1352	102	129	improved	improve	VERB
iogr-1352	102	130	oil	oil	NOUN
iogr-1352	102	131	and	and	CCONJ
iogr-1352	102	132	gas	gas	NOUN
iogr-1352	102	133	recovery	recovery	NOUN
iogr-1352	102	134	5	5	NUM
iogr-1352	102	135	peak	peak	NOUN
iogr-1352	102	136	4	4	NUM
iogr-1352	102	137	:	:	PUNCT
iogr-1352	102	138	this	this	DET
iogr-1352	102	139	peak	peak	NOUN
iogr-1352	102	140	is	be	AUX
iogr-1352	102	141	often	often	ADV
iogr-1352	102	142	associated	associate	VERB
iogr-1352	102	143	with	with	ADP
iogr-1352	102	144	the	the	DET
iogr-1352	102	145	asymmetric	asymmetric	ADJ
iogr-1352	102	146	stretching	stretch	VERB
iogr-1352	102	147	vibrations	vibration	NOUN
iogr-1352	102	148	of	of	ADP
iogr-1352	102	149	si	si	ADJ
iogr-1352	102	150	-	-	ADJ
iogr-1352	102	151	o	o	NOUN
iogr-1352	102	152	bonds	bond	NOUN
iogr-1352	102	153	,	,	PUNCT
iogr-1352	102	154	indicating	indicate	VERB
iogr-1352	102	155	the	the	DET
iogr-1352	102	156	presence	presence	NOUN
iogr-1352	102	157	of	of	ADP
iogr-1352	102	158	silica	silica	NOUN
iogr-1352	102	159	having	have	VERB
iogr-1352	102	160	a	a	DET
iogr-1352	102	161	wavenumber	wavenumber	NOUN
iogr-1352	102	162	of	of	ADP
iogr-1352	102	163	1162.92941	1162.92941	PROPN
iogr-1352	102	164	cm⁻¹	cm⁻¹	NOUN
iogr-1352	102	165	and	and	CCONJ
iogr-1352	102	166	intensity	intensity	NOUN
iogr-1352	102	167	of	of	ADP
iogr-1352	102	168	72.06705	72.06705	NUM
iogr-1352	102	169	.	.	PUNCT
iogr-1352	103	1	table	table	NOUN
iogr-1352	103	2	2	2	NUM
iogr-1352	103	3	—	—	PUNCT
iogr-1352	103	4	ftir	ftir	X
iogr-1352	103	5	readings	reading	NOUN
iogr-1352	103	6	.	.	PUNCT
iogr-1352	104	1	peak	peak	NOUN
iogr-1352	104	2	number	number	NOUN
iogr-1352	104	3	wavenumber	wavenumber	NOUN
iogr-1352	104	4	(	(	PUNCT
iogr-1352	104	5	cm-1	cm-1	NOUN
iogr-1352	104	6	)	)	PUNCT
iogr-1352	104	7	intensity	intensity	NOUN
iogr-1352	104	8	1	1	NUM
iogr-1352	104	9	693.28484	693.28484	NUM
iogr-1352	104	10	66.99708	66.99708	NUM
iogr-1352	104	11	2	2	NUM
iogr-1352	104	12	775.28627	775.28627	NUM
iogr-1352	104	13	43.64883	43.64883	NUM
iogr-1352	104	14	3	3	NUM
iogr-1352	104	15	1051.10927	1051.10927	NUM
iogr-1352	104	16	34.76249	34.76249	NUM
iogr-1352	104	17	4	4	NUM
iogr-1352	104	18	1162.92941	1162.92941	NUM
iogr-1352	104	19	72.06705	72.06705	NUM
iogr-1352	104	20	water	water	NOUN
iogr-1352	104	21	based	base	VERB
iogr-1352	104	22	mud	mud	NOUN
iogr-1352	104	23	formulation	formulation	NOUN
iogr-1352	104	24	.	.	PUNCT
iogr-1352	105	1	five	five	NUM
iogr-1352	105	2	distinct	distinct	ADJ
iogr-1352	105	3	formulations	formulation	NOUN
iogr-1352	105	4	of	of	ADP
iogr-1352	105	5	water	water	NOUN
iogr-1352	105	6	-	-	PUNCT
iogr-1352	105	7	based	base	VERB
iogr-1352	105	8	mud	mud	NOUN
iogr-1352	105	9	were	be	AUX
iogr-1352	105	10	carefully	carefully	ADV
iogr-1352	105	11	prepared	prepare	VERB
iogr-1352	105	12	and	and	CCONJ
iogr-1352	105	13	meticulously	meticulously	ADV
iogr-1352	105	14	measured	measure	VERB
iogr-1352	105	15	for	for	ADP
iogr-1352	105	16	their	their	PRON
iogr-1352	105	17	properties	property	NOUN
iogr-1352	105	18	.	.	PUNCT
iogr-1352	106	1	sample	sample	NOUN
iogr-1352	106	2	a	a	DET
iogr-1352	106	3	serves	serve	NOUN
iogr-1352	106	4	as	as	ADP
iogr-1352	106	5	the	the	DET
iogr-1352	106	6	foundational	foundational	ADJ
iogr-1352	106	7	fluid	fluid	NOUN
iogr-1352	106	8	mixture	mixture	NOUN
iogr-1352	106	9	,	,	PUNCT
iogr-1352	106	10	comprising	comprise	VERB
iogr-1352	106	11	25	25	NUM
iogr-1352	106	12	grams	gram	NOUN
iogr-1352	106	13	of	of	ADP
iogr-1352	106	14	bentonite	bentonite	NOUN
iogr-1352	106	15	,	,	PUNCT
iogr-1352	106	16	400	400	NUM
iogr-1352	106	17	milliliters	milliliter	NOUN
iogr-1352	106	18	of	of	ADP
iogr-1352	106	19	deionized	deionize	VERB
iogr-1352	106	20	water	water	NOUN
iogr-1352	106	21	,	,	PUNCT
iogr-1352	106	22	10	10	NUM
iogr-1352	106	23	grams	gram	NOUN
iogr-1352	106	24	of	of	ADP
iogr-1352	106	25	barite	barite	NOUN
iogr-1352	106	26	,	,	PUNCT
iogr-1352	106	27	and	and	CCONJ
iogr-1352	106	28	a	a	DET
iogr-1352	106	29	precise	precise	ADJ
iogr-1352	106	30	amount	amount	NOUN
iogr-1352	106	31	of	of	ADP
iogr-1352	106	32	0.3	0.3	NUM
iogr-1352	106	33	grams	gram	NOUN
iogr-1352	106	34	of	of	ADP
iogr-1352	106	35	carboxymethyl	carboxymethyl	NOUN
iogr-1352	106	36	cellulose	cellulose	NOUN
iogr-1352	106	37	(	(	PUNCT
iogr-1352	106	38	cmc	cmc	PROPN
iogr-1352	106	39	)	)	PUNCT
iogr-1352	106	40	.	.	PUNCT
iogr-1352	107	1	following	follow	VERB
iogr-1352	107	2	the	the	DET
iogr-1352	107	3	creation	creation	NOUN
iogr-1352	107	4	of	of	ADP
iogr-1352	107	5	this	this	DET
iogr-1352	107	6	baseline	baseline	NOUN
iogr-1352	107	7	sample	sample	NOUN
iogr-1352	107	8	,	,	PUNCT
iogr-1352	107	9	samples	sample	NOUN
iogr-1352	107	10	b	b	NOUN
iogr-1352	107	11	through	through	ADP
iogr-1352	107	12	e	e	NOUN
iogr-1352	107	13	were	be	AUX
iogr-1352	107	14	crafted	craft	VERB
iogr-1352	107	15	by	by	ADP
iogr-1352	107	16	introducing	introduce	VERB
iogr-1352	107	17	varying	vary	VERB
iogr-1352	107	18	concentrations	concentration	NOUN
iogr-1352	107	19	of	of	ADP
iogr-1352	107	20	silicon	silicon	NOUN
iogr-1352	107	21	dioxide	dioxide	NOUN
iogr-1352	107	22	(	(	PUNCT
iogr-1352	107	23	sio2	sio2	PROPN
iogr-1352	107	24	)	)	PUNCT
iogr-1352	107	25	into	into	ADP
iogr-1352	107	26	the	the	DET
iogr-1352	107	27	mixtures	mixture	NOUN
iogr-1352	107	28	.	.	PUNCT
iogr-1352	108	1	each	each	DET
iogr-1352	108	2	subsequent	subsequent	ADJ
iogr-1352	108	3	sample	sample	NOUN
iogr-1352	108	4	was	be	AUX
iogr-1352	108	5	engineered	engineer	VERB
iogr-1352	108	6	to	to	PART
iogr-1352	108	7	include	include	VERB
iogr-1352	108	8	a	a	DET
iogr-1352	108	9	different	different	ADJ
iogr-1352	108	10	amount	amount	NOUN
iogr-1352	108	11	of	of	ADP
iogr-1352	108	12	sio2	sio2	NOUN
iogr-1352	108	13	,	,	PUNCT
iogr-1352	108	14	allowing	allow	VERB
iogr-1352	108	15	for	for	ADP
iogr-1352	108	16	a	a	DET
iogr-1352	108	17	comparative	comparative	ADJ
iogr-1352	108	18	analysis	analysis	NOUN
iogr-1352	108	19	of	of	ADP
iogr-1352	108	20	how	how	SCONJ
iogr-1352	108	21	this	this	DET
iogr-1352	108	22	additive	additive	ADJ
iogr-1352	108	23	influences	influence	VERB
iogr-1352	108	24	the	the	DET
iogr-1352	108	25	properties	property	NOUN
iogr-1352	108	26	of	of	ADP
iogr-1352	108	27	the	the	DET
iogr-1352	108	28	water	water	NOUN
iogr-1352	108	29	-	-	PUNCT
iogr-1352	108	30	based	base	VERB
iogr-1352	108	31	mud	mud	NOUN
iogr-1352	108	32	.	.	PUNCT
iogr-1352	109	1	sample	sample	NOUN
iogr-1352	109	2	a	a	DET
iogr-1352	109	3	:	:	PUNCT
iogr-1352	109	4	25	25	NUM
iogr-1352	109	5	g	g	NOUN
iogr-1352	109	6	bentonite	bentonite	NOUN
iogr-1352	109	7	+	+	CCONJ
iogr-1352	109	8	400	400	NUM
iogr-1352	109	9	ml	ml	ADV
iogr-1352	109	10	deionized	deionize	VERB
iogr-1352	109	11	water	water	NOUN
iogr-1352	109	12	+	+	CCONJ
iogr-1352	109	13	10	10	NUM
iogr-1352	109	14	g	g	NOUN
iogr-1352	109	15	barite	barite	NOUN
iogr-1352	109	16	+	+	CCONJ
iogr-1352	110	1	0.3	0.3	NUM
iogr-1352	110	2	cmc,	cmc,	NUM
iogr-1352	110	3	................................................	................................................	SYM
iogr-1352	110	4	(4	(4	NOUN
iogr-1352	110	5	)	)	PUNCT
iogr-1352	110	6	sample	sample	NOUN
iogr-1352	110	7	b	b	NOUN
iogr-1352	110	8	:	:	PUNCT
iogr-1352	110	9	25	25	NUM
iogr-1352	110	10	g	g	NOUN
iogr-1352	110	11	bentonite	bentonite	NOUN
iogr-1352	110	12	+	+	CCONJ
iogr-1352	110	13	400	400	NUM
iogr-1352	110	14	ml	ml	ADV
iogr-1352	110	15	deionized	deionize	VERB
iogr-1352	110	16	water	water	NOUN
iogr-1352	110	17	+	+	CCONJ
iogr-1352	110	18	10	10	NUM
iogr-1352	110	19	g	g	NOUN
iogr-1352	110	20	barite	barite	NOUN
iogr-1352	110	21	+	+	CCONJ
iogr-1352	110	22	0.3	0.3	NUM
iogr-1352	110	23	cmc	cmc	NOUN
iogr-1352	110	24	+	+	CCONJ
iogr-1352	110	25	0.1wt%	0.1wt%	NUM
iogr-1352	110	26	sio2,	sio2,	NOUN
iogr-1352	110	27	.......................	.......................	PUNCT
iogr-1352	110	28	(5	(5	PROPN
iogr-1352	110	29	)	)	PUNCT
iogr-1352	110	30	sample	sample	NOUN
iogr-1352	110	31	c	c	NOUN
iogr-1352	110	32	:	:	PUNCT
iogr-1352	110	33	25	25	NUM
iogr-1352	110	34	g	g	NOUN
iogr-1352	110	35	bentonite	bentonite	NOUN
iogr-1352	110	36	+	+	CCONJ
iogr-1352	110	37	400	400	NUM
iogr-1352	110	38	ml	ml	ADV
iogr-1352	110	39	deionized	deionize	VERB
iogr-1352	110	40	water	water	NOUN
iogr-1352	110	41	+	+	CCONJ
iogr-1352	110	42	10	10	NUM
iogr-1352	110	43	g	g	NOUN
iogr-1352	110	44	barite	barite	NOUN
iogr-1352	110	45	+	+	CCONJ
iogr-1352	110	46	0.3	0.3	NUM
iogr-1352	110	47	cmc	cmc	NOUN
iogr-1352	110	48	+	+	CCONJ
iogr-1352	110	49	1wt%	1wt%	NUM
iogr-1352	110	50	sio2,	sio2,	NOUN
iogr-1352	110	51	..........................	..........................	PUNCT
iogr-1352	110	52	(6	(6	PROPN
iogr-1352	110	53	)	)	PUNCT
iogr-1352	110	54	sample	sample	NOUN
iogr-1352	111	1	d	d	NOUN
iogr-1352	111	2	:	:	PUNCT
iogr-1352	111	3	25	25	NUM
iogr-1352	111	4	g	g	NOUN
iogr-1352	111	5	bentonite	bentonite	NOUN
iogr-1352	111	6	+	+	CCONJ
iogr-1352	111	7	400	400	NUM
iogr-1352	111	8	ml	ml	ADV
iogr-1352	111	9	deionized	deionize	VERB
iogr-1352	111	10	water	water	NOUN
iogr-1352	111	11	+	+	CCONJ
iogr-1352	111	12	10	10	NUM
iogr-1352	111	13	g	g	NOUN
iogr-1352	111	14	barite	barite	NOUN
iogr-1352	111	15	+	+	CCONJ
iogr-1352	111	16	0.3	0.3	NUM
iogr-1352	111	17	cmc	cmc	NOUN
iogr-1352	111	18	+	+	CCONJ
iogr-1352	111	19	5wt%	5wt%	NUM
iogr-1352	111	20	sio2,	sio2,	NOUN
iogr-1352	111	21	..........................	..........................	PUNCT
iogr-1352	111	22	(7	(7	PROPN
iogr-1352	111	23	)	)	PUNCT
iogr-1352	111	24	sample	sample	NOUN
iogr-1352	112	1	e	e	NOUN
iogr-1352	112	2	:	:	PUNCT
iogr-1352	112	3	25	25	NUM
iogr-1352	112	4	g	g	NOUN
iogr-1352	112	5	bentonite	bentonite	NOUN
iogr-1352	112	6	+	+	CCONJ
iogr-1352	112	7	400	400	NUM
iogr-1352	112	8	ml	ml	ADV
iogr-1352	112	9	deionized	deionize	VERB
iogr-1352	112	10	water	water	NOUN
iogr-1352	112	11	+	+	CCONJ
iogr-1352	112	12	10	10	NUM
iogr-1352	112	13	g	g	NOUN
iogr-1352	112	14	barite	barite	NOUN
iogr-1352	112	15	+	+	CCONJ
iogr-1352	112	16	0.3	0.3	NUM
iogr-1352	112	17	cmc	cmc	NOUN
iogr-1352	112	18	+	+	CCONJ
iogr-1352	112	19	10wt%	10wt%	NUM
iogr-1352	112	20	sio2,	sio2,	NOUN
iogr-1352	112	21	........................	........................	PUNCT
iogr-1352	112	22	(8	(8	NUM
iogr-1352	112	23	)	)	PUNCT
iogr-1352	112	24	to	to	PART
iogr-1352	112	25	thoroughly	thoroughly	ADV
iogr-1352	112	26	evaluate	evaluate	VERB
iogr-1352	112	27	and	and	CCONJ
iogr-1352	112	28	compare	compare	VERB
iogr-1352	112	29	the	the	DET
iogr-1352	112	30	performance	performance	NOUN
iogr-1352	112	31	of	of	ADP
iogr-1352	112	32	all	all	DET
iogr-1352	112	33	the	the	DET
iogr-1352	112	34	different	different	ADJ
iogr-1352	112	35	formulations	formulation	NOUN
iogr-1352	112	36	of	of	ADP
iogr-1352	112	37	water	water	NOUN
iogr-1352	112	38	-	-	PUNCT
iogr-1352	112	39	based	base	VERB
iogr-1352	112	40	mud	mud	NOUN
iogr-1352	112	41	,	,	PUNCT
iogr-1352	112	42	a	a	DET
iogr-1352	112	43	series	series	NOUN
iogr-1352	112	44	of	of	ADP
iogr-1352	112	45	comprehensive	comprehensive	ADJ
iogr-1352	112	46	measurements	measurement	NOUN
iogr-1352	112	47	were	be	AUX
iogr-1352	112	48	meticulously	meticulously	ADV
iogr-1352	112	49	carried	carry	VERB
iogr-1352	112	50	out	out	ADP
iogr-1352	112	51	.	.	PUNCT
iogr-1352	113	1	these	these	DET
iogr-1352	113	2	measurements	measurement	NOUN
iogr-1352	113	3	encompassed	encompass	VERB
iogr-1352	113	4	a	a	DET
iogr-1352	113	5	variety	variety	NOUN
iogr-1352	113	6	of	of	ADP
iogr-1352	113	7	critical	critical	ADJ
iogr-1352	113	8	parameters	parameter	NOUN
iogr-1352	113	9	,	,	PUNCT
iogr-1352	113	10	such	such	ADJ
iogr-1352	113	11	as	as	ADP
iogr-1352	113	12	the	the	DET
iogr-1352	113	13	determination	determination	NOUN
iogr-1352	113	14	of	of	ADP
iogr-1352	113	15	density	density	NOUN
iogr-1352	113	16	,	,	PUNCT
iogr-1352	113	17	the	the	DET
iogr-1352	113	18	assessment	assessment	NOUN
iogr-1352	113	19	of	of	ADP
iogr-1352	113	20	ph	ph	ADJ
iogr-1352	113	21	levels	level	NOUN
iogr-1352	113	22	,	,	PUNCT
iogr-1352	113	23	and	and	CCONJ
iogr-1352	113	24	the	the	DET
iogr-1352	113	25	evaluation	evaluation	NOUN
iogr-1352	113	26	of	of	ADP
iogr-1352	113	27	gel	gel	NOUN
iogr-1352	113	28	strength	strength	NOUN
iogr-1352	113	29	,	,	PUNCT
iogr-1352	113	30	among	among	ADP
iogr-1352	113	31	other	other	ADJ
iogr-1352	113	32	essential	essential	ADJ
iogr-1352	113	33	tests	test	NOUN
iogr-1352	113	34	.	.	PUNCT
iogr-1352	114	1	each	each	PRON
iogr-1352	114	2	of	of	ADP
iogr-1352	114	3	these	these	DET
iogr-1352	114	4	measurements	measurement	NOUN
iogr-1352	114	5	was	be	AUX
iogr-1352	114	6	crucial	crucial	ADJ
iogr-1352	114	7	in	in	ADP
iogr-1352	114	8	understanding	understand	VERB
iogr-1352	114	9	the	the	DET
iogr-1352	114	10	unique	unique	ADJ
iogr-1352	114	11	characteristics	characteristic	NOUN
iogr-1352	114	12	and	and	CCONJ
iogr-1352	114	13	behaviors	behavior	NOUN
iogr-1352	114	14	exhibited	exhibit	VERB
iogr-1352	114	15	by	by	ADP
iogr-1352	114	16	the	the	DET
iogr-1352	114	17	various	various	ADJ
iogr-1352	114	18	mud	mud	NOUN
iogr-1352	114	19	formulations	formulation	NOUN
iogr-1352	114	20	under	under	ADP
iogr-1352	114	21	investigation	investigation	NOUN
iogr-1352	114	22	.	.	PUNCT
iogr-1352	115	1	the	the	DET
iogr-1352	115	2	meticulous	meticulous	ADJ
iogr-1352	115	3	data	datum	NOUN
iogr-1352	115	4	collected	collect	VERB
iogr-1352	115	5	from	from	ADP
iogr-1352	115	6	these	these	DET
iogr-1352	115	7	tests	test	NOUN
iogr-1352	115	8	were	be	AUX
iogr-1352	115	9	then	then	ADV
iogr-1352	115	10	systematically	systematically	ADV
iogr-1352	115	11	organized	organize	VERB
iogr-1352	115	12	and	and	CCONJ
iogr-1352	115	13	presented	present	VERB
iogr-1352	115	14	in	in	ADP
iogr-1352	115	15	a	a	DET
iogr-1352	115	16	clear	clear	ADJ
iogr-1352	115	17	and	and	CCONJ
iogr-1352	115	18	structured	structured	ADJ
iogr-1352	115	19	manner	manner	NOUN
iogr-1352	115	20	within	within	ADP
iogr-1352	115	21	tables	table	NOUN
iogr-1352	115	22	3	3	NUM
iogr-1352	115	23	through	through	ADP
iogr-1352	115	24	7	7	NUM
iogr-1352	115	25	,	,	PUNCT
iogr-1352	115	26	providing	provide	VERB
iogr-1352	115	27	a	a	DET
iogr-1352	115	28	detailed	detailed	ADJ
iogr-1352	115	29	comparative	comparative	ADJ
iogr-1352	115	30	analysis	analysis	NOUN
iogr-1352	115	31	of	of	ADP
iogr-1352	115	32	the	the	DET
iogr-1352	115	33	results	result	NOUN
iogr-1352	115	34	obtained	obtain	VERB
iogr-1352	115	35	from	from	ADP
iogr-1352	115	36	each	each	DET
iogr-1352	115	37	formulation	formulation	NOUN
iogr-1352	115	38	.	.	PUNCT
iogr-1352	116	1	upon	upon	SCONJ
iogr-1352	116	2	conducting	conduct	VERB
iogr-1352	116	3	a	a	DET
iogr-1352	116	4	thorough	thorough	ADJ
iogr-1352	116	5	examination	examination	NOUN
iogr-1352	116	6	of	of	ADP
iogr-1352	116	7	the	the	DET
iogr-1352	116	8	densities	density	NOUN
iogr-1352	116	9	of	of	ADP
iogr-1352	116	10	all	all	DET
iogr-1352	116	11	the	the	DET
iogr-1352	116	12	samples	sample	NOUN
iogr-1352	116	13	under	under	ADP
iogr-1352	116	14	consideration	consideration	NOUN
iogr-1352	116	15	,	,	PUNCT
iogr-1352	116	16	it	it	PRON
iogr-1352	116	17	has	have	AUX
iogr-1352	116	18	been	be	AUX
iogr-1352	116	19	observed	observe	VERB
iogr-1352	116	20	that	that	SCONJ
iogr-1352	116	21	their	their	PRON
iogr-1352	116	22	values	value	NOUN
iogr-1352	116	23	are	be	AUX
iogr-1352	116	24	remarkably	remarkably	ADV
iogr-1352	116	25	similar	similar	ADJ
iogr-1352	116	26	,	,	PUNCT
iogr-1352	116	27	with	with	ADP
iogr-1352	116	28	a	a	DET
iogr-1352	116	29	very	very	ADV
iogr-1352	116	30	tight	tight	ADJ
iogr-1352	116	31	clustering	clustering	NOUN
iogr-1352	116	32	around	around	ADP
iogr-1352	116	33	the	the	DET
iogr-1352	116	34	range	range	NOUN
iogr-1352	116	35	of	of	ADP
iogr-1352	116	36	8.65	8.65	NUM
iogr-1352	116	37	to	to	PART
iogr-1352	116	38	8.8	8.8	NUM
iogr-1352	116	39	ppg	ppg	NOUN
iogr-1352	116	40	.	.	PUNCT
iogr-1352	117	1	this	this	DET
iogr-1352	117	2	consistency	consistency	NOUN
iogr-1352	117	3	is	be	AUX
iogr-1352	117	4	clear	clear	ADJ
iogr-1352	117	5	in	in	ADP
iogr-1352	117	6	the	the	DET
iogr-1352	117	7	data	datum	NOUN
iogr-1352	117	8	presented	present	VERB
iogr-1352	117	9	in	in	ADP
iogr-1352	117	10	table	table	NOUN
iogr-1352	117	11	3	3	NUM
iogr-1352	117	12	.	.	PUNCT
iogr-1352	118	1	similarly	similarly	ADV
iogr-1352	118	2	,	,	PUNCT
iogr-1352	118	3	when	when	SCONJ
iogr-1352	118	4	analyzing	analyze	VERB
iogr-1352	118	5	the	the	DET
iogr-1352	118	6	ph	ph	ADJ
iogr-1352	118	7	values	value	NOUN
iogr-1352	118	8	of	of	ADP
iogr-1352	118	9	these	these	DET
iogr-1352	118	10	samples	sample	NOUN
iogr-1352	118	11	,	,	PUNCT
iogr-1352	118	12	it	it	PRON
iogr-1352	118	13	becomes	become	VERB
iogr-1352	118	14	apparent	apparent	ADJ
iogr-1352	118	15	that	that	SCONJ
iogr-1352	118	16	they	they	PRON
iogr-1352	118	17	also	also	ADV
iogr-1352	118	18	exhibit	exhibit	VERB
iogr-1352	118	19	a	a	DET
iogr-1352	118	20	high	high	ADJ
iogr-1352	118	21	degree	degree	NOUN
iogr-1352	118	22	of	of	ADP
iogr-1352	118	23	similarity	similarity	NOUN
iogr-1352	118	24	,	,	PUNCT
iogr-1352	118	25	with	with	ADP
iogr-1352	118	26	their	their	PRON
iogr-1352	118	27	values	value	NOUN
iogr-1352	118	28	closely	closely	ADV
iogr-1352	118	29	grouped	group	VERB
iogr-1352	118	30	around	around	ADP
iogr-1352	118	31	a	a	DET
iogr-1352	118	32	range	range	NOUN
iogr-1352	118	33	of	of	ADP
iogr-1352	118	34	8.0	8.0	NUM
iogr-1352	118	35	to	to	ADP
iogr-1352	118	36	8.53	8.53	NUM
iogr-1352	118	37	(	(	PUNCT
iogr-1352	118	38	table	table	NOUN
iogr-1352	118	39	4	4	NUM
iogr-1352	118	40	)	)	PUNCT
iogr-1352	118	41	.	.	PUNCT
iogr-1352	119	1	table	table	NOUN
iogr-1352	119	2	3	3	NUM
iogr-1352	119	3	—	—	PUNCT
iogr-1352	119	4	density	density	NOUN
iogr-1352	119	5	reading	reading	NOUN
iogr-1352	119	6	of	of	ADP
iogr-1352	119	7	the	the	DET
iogr-1352	119	8	samples	sample	NOUN
iogr-1352	119	9	.	.	PUNCT
iogr-1352	120	1	sample	sample	VERB
iogr-1352	120	2	a	a	DET
iogr-1352	120	3	base	base	NOUN
iogr-1352	120	4	fluid	fluid	NOUN
iogr-1352	120	5	,	,	PUNCT
iogr-1352	120	6	ppg	ppg	NOUN
iogr-1352	120	7	sample	sample	NOUN
iogr-1352	120	8	b	b	PROPN
iogr-1352	120	9	0.1wt%	0.1wt%	PROPN
iogr-1352	120	10	sio2	sio2	PROPN
iogr-1352	120	11	,	,	PUNCT
iogr-1352	120	12	ppg	ppg	NOUN
iogr-1352	120	13	sample	sample	NOUN
iogr-1352	120	14	c	c	PROPN
iogr-1352	120	15	1wt%wt	1wt%wt	NUM
iogr-1352	120	16	sio2	sio2	PROPN
iogr-1352	120	17	,	,	PUNCT
iogr-1352	120	18	ppg	ppg	NOUN
iogr-1352	120	19	sample	sample	NOUN
iogr-1352	120	20	d	d	PROPN
iogr-1352	120	21	5wt%	5wt%	PROPN
iogr-1352	120	22	sio2	sio2	PROPN
iogr-1352	120	23	,	,	PUNCT
iogr-1352	120	24	ppg	ppg	NOUN
iogr-1352	120	25	sample	sample	NOUN
iogr-1352	120	26	e	e	PROPN
iogr-1352	120	27	10wt%	10wt%	NUM
iogr-1352	120	28	sio2	sio2	PROPN
iogr-1352	120	29	,	,	PUNCT
iogr-1352	120	30	ppg	ppg	VERB
iogr-1352	120	31	8.7	8.7	NUM
iogr-1352	120	32	8.8	8.8	NUM
iogr-1352	120	33	8.8	8.8	NUM
iogr-1352	120	34	8.65	8.65	NUM
iogr-1352	120	35	8.8	8.8	NUM
iogr-1352	120	36	improved	improve	VERB
iogr-1352	120	37	oil	oil	NOUN
iogr-1352	120	38	and	and	CCONJ
iogr-1352	120	39	gas	gas	NOUN
iogr-1352	120	40	recovery	recovery	NOUN
iogr-1352	120	41	6	6	NUM
iogr-1352	120	42	table	table	NOUN
iogr-1352	120	43	4	4	NUM
iogr-1352	120	44	—	—	PUNCT
iogr-1352	120	45	ph	ph	ADJ
iogr-1352	120	46	readings	reading	NOUN
iogr-1352	120	47	of	of	ADP
iogr-1352	120	48	the	the	DET
iogr-1352	120	49	samples	sample	NOUN
iogr-1352	120	50	for	for	ADP
iogr-1352	120	51	water	water	NOUN
iogr-1352	120	52	-	-	PUNCT
iogr-1352	120	53	based	base	VERB
iogr-1352	120	54	mud	mud	NOUN
iogr-1352	120	55	.	.	PUNCT
iogr-1352	121	1	table	table	NOUN
iogr-1352	121	2	5	5	NUM
iogr-1352	121	3	—	—	PUNCT
iogr-1352	121	4	gel	gel	NOUN
iogr-1352	121	5	strength	strength	NOUN
iogr-1352	121	6	on	on	ADP
iogr-1352	121	7	different	different	ADJ
iogr-1352	121	8	fluid	fluid	NOUN
iogr-1352	121	9	samples	sample	NOUN
iogr-1352	121	10	for	for	ADP
iogr-1352	121	11	water	water	NOUN
iogr-1352	121	12	-	-	PUNCT
iogr-1352	121	13	based	base	VERB
iogr-1352	121	14	mud	mud	NOUN
iogr-1352	121	15	.	.	PUNCT
iogr-1352	122	1	sample	sample	VERB
iogr-1352	122	2	a	a	DET
iogr-1352	122	3	base	base	ADJ
iogr-1352	122	4	fluid	fluid	NOUN
iogr-1352	122	5	sample	sample	NOUN
iogr-1352	122	6	b	b	PROPN
iogr-1352	122	7	0.1wt%	0.1wt%	PROPN
iogr-1352	122	8	sio2	sio2	PROPN
iogr-1352	122	9	sample	sample	PROPN
iogr-1352	122	10	c	c	PROPN
iogr-1352	122	11	1wt%wt	1wt%wt	PROPN
iogr-1352	122	12	sio2	sio2	PROPN
iogr-1352	122	13	sample	sample	NOUN
iogr-1352	122	14	d	d	PROPN
iogr-1352	122	15	5wt%	5wt%	PROPN
iogr-1352	122	16	sio2	sio2	PROPN
iogr-1352	122	17	sample	sample	NOUN
iogr-1352	122	18	e	e	PROPN
iogr-1352	122	19	10wt%	10wt%	PROPN
iogr-1352	122	20	sio2	sio2	PROPN
iogr-1352	122	21	gel	gel	NOUN
iogr-1352	122	22	strength	strength	NOUN
iogr-1352	122	23	(	(	PUNCT
iogr-1352	122	24	10	10	NUM
iogr-1352	122	25	secs	sec	NOUN
iogr-1352	122	26	)	)	PUNCT
iogr-1352	122	27	3	3	NUM
iogr-1352	122	28	2	2	NUM
iogr-1352	122	29	3	3	NUM
iogr-1352	122	30	6	6	NUM
iogr-1352	122	31	4	4	NUM
iogr-1352	122	32	gel	gel	NOUN
iogr-1352	122	33	strength	strength	NOUN
iogr-1352	122	34	(	(	PUNCT
iogr-1352	122	35	10	10	NUM
iogr-1352	122	36	mins	min	NOUN
iogr-1352	122	37	)	)	PUNCT
iogr-1352	122	38	12	12	NUM
iogr-1352	122	39	9	9	NUM
iogr-1352	122	40	12	12	NUM
iogr-1352	122	41	17	17	NUM
iogr-1352	122	42	15	15	NUM
iogr-1352	122	43	table	table	NOUN
iogr-1352	122	44	6	6	NUM
iogr-1352	122	45	provides	provide	VERB
iogr-1352	122	46	a	a	DET
iogr-1352	122	47	detailed	detailed	ADJ
iogr-1352	122	48	overview	overview	NOUN
iogr-1352	122	49	of	of	ADP
iogr-1352	122	50	the	the	DET
iogr-1352	122	51	dial	dial	NOUN
iogr-1352	122	52	readings	reading	NOUN
iogr-1352	122	53	recorded	record	VERB
iogr-1352	122	54	for	for	ADP
iogr-1352	122	55	the	the	DET
iogr-1352	122	56	five	five	NUM
iogr-1352	122	57	distinct	distinct	ADJ
iogr-1352	122	58	mud	mud	NOUN
iogr-1352	122	59	samples	sample	NOUN
iogr-1352	122	60	,	,	PUNCT
iogr-1352	122	61	spanning	span	VERB
iogr-1352	122	62	a	a	DET
iogr-1352	122	63	comprehensive	comprehensive	ADJ
iogr-1352	122	64	spectrum	spectrum	NOUN
iogr-1352	122	65	from	from	ADP
iogr-1352	122	66	6	6	NUM
iogr-1352	122	67	rpm	rpm	NOUN
iogr-1352	122	68	up	up	ADP
iogr-1352	122	69	to	to	PART
iogr-1352	122	70	600	600	NUM
iogr-1352	122	71	rpm	rpm	NOUN
iogr-1352	122	72	.	.	PUNCT
iogr-1352	123	1	it	it	PRON
iogr-1352	123	2	is	be	AUX
iogr-1352	123	3	evident	evident	ADJ
iogr-1352	123	4	that	that	SCONJ
iogr-1352	123	5	the	the	DET
iogr-1352	123	6	presence	presence	NOUN
iogr-1352	123	7	of	of	ADP
iogr-1352	123	8	sio2	sio2	PROPN
iogr-1352	123	9	within	within	ADP
iogr-1352	123	10	these	these	DET
iogr-1352	123	11	samples	sample	NOUN
iogr-1352	123	12	has	have	VERB
iogr-1352	123	13	a	a	DET
iogr-1352	123	14	notable	notable	ADJ
iogr-1352	123	15	impact	impact	NOUN
iogr-1352	123	16	on	on	ADP
iogr-1352	123	17	the	the	DET
iogr-1352	123	18	dial	dial	NOUN
iogr-1352	123	19	readings	reading	NOUN
iogr-1352	123	20	.	.	PUNCT
iogr-1352	124	1	specifically	specifically	ADV
iogr-1352	124	2	,	,	PUNCT
iogr-1352	124	3	as	as	SCONJ
iogr-1352	124	4	the	the	DET
iogr-1352	124	5	concentration	concentration	NOUN
iogr-1352	124	6	of	of	ADP
iogr-1352	124	7	sio2	sio2	PROPN
iogr-1352	124	8	within	within	ADP
iogr-1352	124	9	the	the	DET
iogr-1352	124	10	samples	sample	NOUN
iogr-1352	124	11	is	be	AUX
iogr-1352	124	12	incrementally	incrementally	ADV
iogr-1352	124	13	increased	increase	VERB
iogr-1352	124	14	from	from	ADP
iogr-1352	124	15	1wt%	1wt%	NUM
iogr-1352	124	16	to	to	ADP
iogr-1352	124	17	10wt%	10wt%	NUM
iogr-1352	124	18	,	,	PUNCT
iogr-1352	124	19	there	there	PRON
iogr-1352	124	20	is	be	VERB
iogr-1352	124	21	a	a	DET
iogr-1352	124	22	corresponding	corresponding	ADJ
iogr-1352	124	23	and	and	CCONJ
iogr-1352	124	24	noticeable	noticeable	ADJ
iogr-1352	124	25	rise	rise	NOUN
iogr-1352	124	26	in	in	ADP
iogr-1352	124	27	the	the	DET
iogr-1352	124	28	dial	dial	NOUN
iogr-1352	124	29	readings	reading	NOUN
iogr-1352	124	30	,	,	PUNCT
iogr-1352	124	31	indicating	indicate	VERB
iogr-1352	124	32	a	a	DET
iogr-1352	124	33	direct	direct	ADJ
iogr-1352	124	34	correlation	correlation	NOUN
iogr-1352	124	35	between	between	ADP
iogr-1352	124	36	higher	high	ADJ
iogr-1352	124	37	sio2	sio2	PROPN
iogr-1352	124	38	content	content	NOUN
iogr-1352	124	39	and	and	CCONJ
iogr-1352	124	40	increased	increase	VERB
iogr-1352	124	41	dial	dial	NOUN
iogr-1352	124	42	readings	reading	NOUN
iogr-1352	124	43	.	.	PUNCT
iogr-1352	125	1	conversely	conversely	ADV
iogr-1352	125	2	,	,	PUNCT
iogr-1352	125	3	when	when	SCONJ
iogr-1352	125	4	the	the	DET
iogr-1352	125	5	concentration	concentration	NOUN
iogr-1352	125	6	of	of	ADP
iogr-1352	125	7	sio2	sio2	PROPN
iogr-1352	125	8	is	be	AUX
iogr-1352	125	9	reduced	reduce	VERB
iogr-1352	125	10	to	to	ADP
iogr-1352	125	11	a	a	DET
iogr-1352	125	12	minimal	minimal	ADJ
iogr-1352	125	13	level	level	NOUN
iogr-1352	125	14	of	of	ADP
iogr-1352	125	15	just	just	ADV
iogr-1352	125	16	0.1wt%	0.1wt%	ADJ
iogr-1352	125	17	,	,	PUNCT
iogr-1352	125	18	the	the	DET
iogr-1352	125	19	dial	dial	NOUN
iogr-1352	125	20	readings	reading	NOUN
iogr-1352	125	21	exhibit	exhibit	VERB
iogr-1352	125	22	a	a	DET
iogr-1352	125	23	decline	decline	NOUN
iogr-1352	125	24	,	,	PUNCT
iogr-1352	125	25	suggesting	suggest	VERB
iogr-1352	125	26	that	that	SCONJ
iogr-1352	125	27	lower	low	ADJ
iogr-1352	125	28	concentrations	concentration	NOUN
iogr-1352	125	29	of	of	ADP
iogr-1352	125	30	sio2	sio2	PROPN
iogr-1352	125	31	result	result	VERB
iogr-1352	125	32	in	in	ADP
iogr-1352	125	33	lower	low	ADJ
iogr-1352	125	34	dial	dial	NOUN
iogr-1352	125	35	readings	reading	NOUN
iogr-1352	125	36	.	.	PUNCT
iogr-1352	126	1	this	this	DET
iogr-1352	126	2	pattern	pattern	NOUN
iogr-1352	126	3	underscores	underscore	VERB
iogr-1352	126	4	the	the	DET
iogr-1352	126	5	significant	significant	ADJ
iogr-1352	126	6	influence	influence	NOUN
iogr-1352	126	7	that	that	PRON
iogr-1352	126	8	sio2	sio2	PROPN
iogr-1352	126	9	concentration	concentration	NOUN
iogr-1352	126	10	has	have	VERB
iogr-1352	126	11	on	on	ADP
iogr-1352	126	12	the	the	DET
iogr-1352	126	13	dial	dial	NOUN
iogr-1352	126	14	readings	reading	NOUN
iogr-1352	126	15	of	of	ADP
iogr-1352	126	16	mud	mud	NOUN
iogr-1352	126	17	samples	sample	NOUN
iogr-1352	126	18	under	under	ADP
iogr-1352	126	19	varying	vary	VERB
iogr-1352	126	20	rotational	rotational	ADJ
iogr-1352	126	21	speeds	speed	NOUN
iogr-1352	126	22	.	.	PUNCT
iogr-1352	127	1	table	table	NOUN
iogr-1352	127	2	6	6	NUM
iogr-1352	127	3	—	—	PUNCT
iogr-1352	127	4	dial	dial	NOUN
iogr-1352	127	5	readings	reading	NOUN
iogr-1352	127	6	on	on	ADP
iogr-1352	127	7	different	different	ADJ
iogr-1352	127	8	fluid	fluid	NOUN
iogr-1352	127	9	samples	sample	NOUN
iogr-1352	127	10	for	for	ADP
iogr-1352	127	11	water	water	NOUN
iogr-1352	127	12	-	-	PUNCT
iogr-1352	127	13	based	base	VERB
iogr-1352	127	14	mud	mud	NOUN
iogr-1352	127	15	.	.	PUNCT
iogr-1352	128	1	dial	dial	NOUN
iogr-1352	128	2	readings	reading	NOUN
iogr-1352	128	3	sample	sample	VERB
iogr-1352	128	4	a	a	DET
iogr-1352	128	5	base	base	ADJ
iogr-1352	128	6	fluid	fluid	NOUN
iogr-1352	128	7	sample	sample	NOUN
iogr-1352	128	8	b	b	PROPN
iogr-1352	128	9	0.1wt%	0.1wt%	PROPN
iogr-1352	128	10	sio2	sio2	PROPN
iogr-1352	128	11	sample	sample	PROPN
iogr-1352	128	12	c	c	PROPN
iogr-1352	128	13	1wt%wt	1wt%wt	PROPN
iogr-1352	128	14	sio2	sio2	PROPN
iogr-1352	128	15	sample	sample	NOUN
iogr-1352	128	16	d	d	PROPN
iogr-1352	128	17	5wt%	5wt%	PROPN
iogr-1352	128	18	sio2	sio2	PROPN
iogr-1352	128	19	sample	sample	NOUN
iogr-1352	128	20	e	e	PROPN
iogr-1352	128	21	10wt%	10wt%	PROPN
iogr-1352	128	22	sio2	sio2	PROPN
iogr-1352	128	23	600rpm	600rpm	NUM
iogr-1352	128	24	22	22	NUM
iogr-1352	128	25	17	17	NUM
iogr-1352	128	26	23	23	NUM
iogr-1352	128	27	23	23	NUM
iogr-1352	128	28	28	28	NUM
iogr-1352	129	1	300rpm	300rpm	NUM
iogr-1352	129	2	16	16	NUM
iogr-1352	129	3	13	13	NUM
iogr-1352	129	4	17	17	NUM
iogr-1352	129	5	17	17	NUM
iogr-1352	129	6	18	18	NUM
iogr-1352	129	7	200rpm	200rpm	NUM
iogr-1352	129	8	12	12	NUM
iogr-1352	129	9	11	11	NUM
iogr-1352	129	10	13	13	NUM
iogr-1352	129	11	13	13	NUM
iogr-1352	129	12	14	14	NUM
iogr-1352	129	13	100rpm	100rpm	NUM
iogr-1352	129	14	7	7	NUM
iogr-1352	129	15	6	6	NUM
iogr-1352	129	16	8	8	NUM
iogr-1352	129	17	8	8	NUM
iogr-1352	129	18	10	10	NUM
iogr-1352	129	19	60rpm	60rpm	NOUN
iogr-1352	129	20	5	5	NUM
iogr-1352	129	21	4	4	NUM
iogr-1352	129	22	5	5	NUM
iogr-1352	129	23	5	5	NUM
iogr-1352	129	24	6	6	NUM
iogr-1352	129	25	30rpm	30rpm	NOUN
iogr-1352	129	26	4	4	NUM
iogr-1352	129	27	3	3	NUM
iogr-1352	129	28	3	3	NUM
iogr-1352	129	29	3	3	NUM
iogr-1352	129	30	5	5	NUM
iogr-1352	129	31	6rpm	6rpm	NUM
iogr-1352	129	32	1	1	NUM
iogr-1352	129	33	1	1	NUM
iogr-1352	129	34	1	1	NUM
iogr-1352	129	35	1	1	NUM
iogr-1352	129	36	2	2	NUM
iogr-1352	129	37	as	as	SCONJ
iogr-1352	129	38	the	the	DET
iogr-1352	129	39	concentration	concentration	NOUN
iogr-1352	129	40	of	of	ADP
iogr-1352	129	41	silicon	silicon	NOUN
iogr-1352	129	42	dioxide	dioxide	NOUN
iogr-1352	129	43	(	(	PUNCT
iogr-1352	129	44	sio2	sio2	PROPN
iogr-1352	129	45	)	)	PUNCT
iogr-1352	129	46	within	within	ADP
iogr-1352	129	47	the	the	DET
iogr-1352	129	48	base	base	NOUN
iogr-1352	129	49	fluid	fluid	NOUN
iogr-1352	129	50	is	be	AUX
iogr-1352	129	51	progressively	progressively	ADV
iogr-1352	129	52	elevated	elevate	VERB
iogr-1352	129	53	,	,	PUNCT
iogr-1352	129	54	it	it	PRON
iogr-1352	129	55	becomes	become	VERB
iogr-1352	129	56	increasingly	increasingly	ADV
iogr-1352	129	57	apparent	apparent	ADJ
iogr-1352	129	58	that	that	SCONJ
iogr-1352	129	59	there	there	PRON
iogr-1352	129	60	is	be	VERB
iogr-1352	129	61	a	a	DET
iogr-1352	129	62	corresponding	corresponding	ADJ
iogr-1352	129	63	reduction	reduction	NOUN
iogr-1352	129	64	in	in	ADP
iogr-1352	129	65	both	both	CCONJ
iogr-1352	129	66	the	the	DET
iogr-1352	129	67	fluid	fluid	ADJ
iogr-1352	129	68	loss	loss	NOUN
iogr-1352	129	69	and	and	CCONJ
iogr-1352	129	70	the	the	DET
iogr-1352	129	71	thickness	thickness	NOUN
iogr-1352	129	72	of	of	ADP
iogr-1352	129	73	the	the	DET
iogr-1352	129	74	mud	mud	NOUN
iogr-1352	129	75	(	(	PUNCT
iogr-1352	129	76	table	table	NOUN
iogr-1352	129	77	7	7	NUM
iogr-1352	129	78	)	)	PUNCT
iogr-1352	129	79	.	.	PUNCT
iogr-1352	130	1	this	this	DET
iogr-1352	130	2	phenomenon	phenomenon	NOUN
iogr-1352	130	3	can	can	AUX
iogr-1352	130	4	be	be	AUX
iogr-1352	130	5	attributed	attribute	VERB
iogr-1352	130	6	to	to	ADP
iogr-1352	130	7	enhanced	enhanced	ADJ
iogr-1352	130	8	structural	structural	ADJ
iogr-1352	130	9	integrity	integrity	NOUN
iogr-1352	130	10	and	and	CCONJ
iogr-1352	130	11	improved	improve	VERB
iogr-1352	130	12	rheological	rheological	ADJ
iogr-1352	130	13	properties	property	NOUN
iogr-1352	130	14	that	that	PRON
iogr-1352	130	15	silicon	silicon	NOUN
iogr-1352	130	16	dioxide	dioxide	NOUN
iogr-1352	130	17	imparts	impart	VERB
iogr-1352	130	18	to	to	ADP
iogr-1352	130	19	the	the	DET
iogr-1352	130	20	fluid	fluid	NOUN
iogr-1352	130	21	.	.	PUNCT
iogr-1352	131	1	the	the	DET
iogr-1352	131	2	addition	addition	NOUN
iogr-1352	131	3	of	of	ADP
iogr-1352	131	4	sio2	sio2	PROPN
iogr-1352	131	5	particles	particle	NOUN
iogr-1352	131	6	increases	increase	VERB
iogr-1352	131	7	the	the	DET
iogr-1352	131	8	viscosity	viscosity	NOUN
iogr-1352	131	9	and	and	CCONJ
iogr-1352	131	10	creates	create	VERB
iogr-1352	131	11	a	a	DET
iogr-1352	131	12	more	more	ADV
iogr-1352	131	13	stable	stable	ADJ
iogr-1352	131	14	suspension	suspension	NOUN
iogr-1352	131	15	,	,	PUNCT
iogr-1352	131	16	which	which	PRON
iogr-1352	131	17	in	in	ADP
iogr-1352	131	18	turn	turn	NOUN
iogr-1352	131	19	helps	help	VERB
iogr-1352	131	20	to	to	PART
iogr-1352	131	21	reduce	reduce	VERB
iogr-1352	131	22	the	the	DET
iogr-1352	131	23	escape	escape	NOUN
iogr-1352	131	24	of	of	ADP
iogr-1352	131	25	fluid	fluid	NOUN
iogr-1352	131	26	from	from	ADP
iogr-1352	131	27	the	the	DET
iogr-1352	131	28	mud	mud	NOUN
iogr-1352	131	29	system	system	NOUN
iogr-1352	131	30	.	.	PUNCT
iogr-1352	132	1	additionally	additionally	ADV
iogr-1352	132	2	,	,	PUNCT
iogr-1352	132	3	the	the	DET
iogr-1352	132	4	presence	presence	NOUN
iogr-1352	132	5	of	of	ADP
iogr-1352	132	6	these	these	DET
iogr-1352	132	7	particles	particle	NOUN
iogr-1352	132	8	contributes	contribute	VERB
iogr-1352	132	9	to	to	ADP
iogr-1352	132	10	the	the	DET
iogr-1352	132	11	formation	formation	NOUN
iogr-1352	132	12	of	of	ADP
iogr-1352	132	13	a	a	DET
iogr-1352	132	14	stronger	strong	ADJ
iogr-1352	132	15	filter	filter	NOUN
iogr-1352	132	16	cake	cake	NOUN
iogr-1352	132	17	on	on	ADP
iogr-1352	132	18	the	the	DET
iogr-1352	132	19	wellbore	wellbore	NOUN
iogr-1352	132	20	walls	wall	NOUN
iogr-1352	132	21	,	,	PUNCT
iogr-1352	132	22	further	far	ADV
iogr-1352	132	23	minimizing	minimize	VERB
iogr-1352	132	24	fluid	fluid	ADJ
iogr-1352	132	25	loss	loss	NOUN
iogr-1352	132	26	.	.	PUNCT
iogr-1352	133	1	the	the	DET
iogr-1352	133	2	overall	overall	ADJ
iogr-1352	133	3	effect	effect	NOUN
iogr-1352	133	4	is	be	AUX
iogr-1352	133	5	a	a	DET
iogr-1352	133	6	more	more	ADV
iogr-1352	133	7	controlled	controlled	ADJ
iogr-1352	133	8	and	and	CCONJ
iogr-1352	133	9	efficient	efficient	ADJ
iogr-1352	133	10	drilling	drilling	NOUN
iogr-1352	133	11	operation	operation	NOUN
iogr-1352	133	12	,	,	PUNCT
iogr-1352	133	13	as	as	SCONJ
iogr-1352	133	14	the	the	DET
iogr-1352	133	15	mud	mud	NOUN
iogr-1352	133	16	retains	retain	VERB
iogr-1352	133	17	its	its	PRON
iogr-1352	133	18	desired	desire	VERB
iogr-1352	133	19	consistency	consistency	NOUN
iogr-1352	133	20	and	and	CCONJ
iogr-1352	133	21	thickness	thickness	NOUN
iogr-1352	133	22	,	,	PUNCT
iogr-1352	133	23	ensuring	ensure	VERB
iogr-1352	133	24	better	well	ADJ
iogr-1352	133	25	lubrication	lubrication	NOUN
iogr-1352	133	26	and	and	CCONJ
iogr-1352	133	27	cooling	cooling	NOUN
iogr-1352	133	28	of	of	ADP
iogr-1352	133	29	the	the	DET
iogr-1352	133	30	drill	drill	NOUN
iogr-1352	133	31	bit	bit	NOUN
iogr-1352	133	32	,	,	PUNCT
iogr-1352	133	33	as	as	ADV
iogr-1352	133	34	well	well	ADV
iogr-1352	133	35	sample	sample	VERB
iogr-1352	133	36	a	a	DET
iogr-1352	133	37	base	base	ADJ
iogr-1352	133	38	fluid	fluid	NOUN
iogr-1352	133	39	sample	sample	NOUN
iogr-1352	133	40	b	b	PROPN
iogr-1352	133	41	0.1wt%	0.1wt%	PROPN
iogr-1352	133	42	sio2	sio2	PROPN
iogr-1352	133	43	sample	sample	PROPN
iogr-1352	133	44	c	c	PROPN
iogr-1352	133	45	1wt%wt	1wt%wt	PROPN
iogr-1352	133	46	sio2	sio2	PROPN
iogr-1352	133	47	sample	sample	NOUN
iogr-1352	133	48	d	d	PROPN
iogr-1352	133	49	5wt%	5wt%	PROPN
iogr-1352	133	50	sio2	sio2	PROPN
iogr-1352	133	51	sample	sample	NOUN
iogr-1352	133	52	e	e	PROPN
iogr-1352	133	53	10wt%	10wt%	PROPN
iogr-1352	133	54	sio2	sio2	PROPN
iogr-1352	133	55	8.35	8.35	NUM
iogr-1352	133	56	8.0	8.0	NUM
iogr-1352	133	57	8.49	8.49	NUM
iogr-1352	133	58	8.53	8.53	NUM
iogr-1352	133	59	8.39	8.39	NUM
iogr-1352	133	60	improved	improved	ADJ
iogr-1352	133	61	oil	oil	NOUN
iogr-1352	133	62	and	and	CCONJ
iogr-1352	133	63	gas	gas	NOUN
iogr-1352	133	64	recovery	recovery	NOUN
iogr-1352	133	65	7	7	NUM
iogr-1352	133	66	as	as	ADP
iogr-1352	133	67	improved	improved	ADJ
iogr-1352	133	68	suspension	suspension	NOUN
iogr-1352	133	69	of	of	ADP
iogr-1352	133	70	cuttings	cutting	NOUN
iogr-1352	133	71	.	.	PUNCT
iogr-1352	134	1	this	this	PRON
iogr-1352	134	2	allows	allow	VERB
iogr-1352	134	3	for	for	ADP
iogr-1352	134	4	more	more	ADV
iogr-1352	134	5	effective	effective	ADJ
iogr-1352	134	6	drilling	drilling	NOUN
iogr-1352	134	7	and	and	CCONJ
iogr-1352	134	8	reduces	reduce	VERB
iogr-1352	134	9	the	the	DET
iogr-1352	134	10	risk	risk	NOUN
iogr-1352	134	11	of	of	ADP
iogr-1352	134	12	wellbore	wellbore	NOUN
iogr-1352	134	13	instability	instability	NOUN
iogr-1352	134	14	,	,	PUNCT
iogr-1352	134	15	ultimately	ultimately	ADV
iogr-1352	134	16	leading	lead	VERB
iogr-1352	134	17	to	to	AUX
iogr-1352	134	18	cost	cost	VERB
iogr-1352	134	19	savings	saving	NOUN
iogr-1352	134	20	and	and	CCONJ
iogr-1352	134	21	enhanced	enhance	VERB
iogr-1352	134	22	operational	operational	ADJ
iogr-1352	134	23	safety	safety	NOUN
iogr-1352	134	24	.	.	PUNCT
iogr-1352	135	1	table	table	NOUN
iogr-1352	135	2	7	7	NUM
iogr-1352	135	3	—	—	PUNCT
iogr-1352	135	4	fluid	fluid	ADJ
iogr-1352	135	5	loss	loss	NOUN
iogr-1352	135	6	and	and	CCONJ
iogr-1352	135	7	fluid	fluid	ADJ
iogr-1352	135	8	thickness	thickness	NOUN
iogr-1352	135	9	of	of	ADP
iogr-1352	135	10	the	the	DET
iogr-1352	135	11	sample	sample	NOUN
iogr-1352	135	12	for	for	ADP
iogr-1352	135	13	water	water	NOUN
iogr-1352	135	14	-	-	PUNCT
iogr-1352	135	15	based	base	VERB
iogr-1352	135	16	mud	mud	NOUN
iogr-1352	135	17	sample	sample	NOUN
iogr-1352	135	18	a	a	DET
iogr-1352	135	19	base	base	ADJ
iogr-1352	135	20	fluid	fluid	NOUN
iogr-1352	135	21	sample	sample	NOUN
iogr-1352	135	22	b	b	PROPN
iogr-1352	135	23	0.1wt%	0.1wt%	PROPN
iogr-1352	135	24	sio2	sio2	PROPN
iogr-1352	135	25	sample	sample	PROPN
iogr-1352	135	26	c	c	PROPN
iogr-1352	135	27	1wt%wt	1wt%wt	PROPN
iogr-1352	135	28	sio2	sio2	PROPN
iogr-1352	135	29	sample	sample	NOUN
iogr-1352	135	30	d	d	PROPN
iogr-1352	135	31	5wt%	5wt%	PROPN
iogr-1352	135	32	sio2	sio2	PROPN
iogr-1352	135	33	sample	sample	NOUN
iogr-1352	135	34	e	e	PROPN
iogr-1352	135	35	10wt%	10wt%	NUM
iogr-1352	135	36	sio2	sio2	PROPN
iogr-1352	135	37	fluid	fluid	ADJ
iogr-1352	135	38	loss	loss	NOUN
iogr-1352	135	39	,	,	PUNCT
iogr-1352	135	40	ml	ml	PROPN
iogr-1352	135	41	21	21	NUM
iogr-1352	135	42	18	18	NUM
iogr-1352	135	43	16	16	NUM
iogr-1352	135	44	13	13	NUM
iogr-1352	135	45	14	14	NUM
iogr-1352	135	46	mud	mud	NOUN
iogr-1352	135	47	thickness	thickness	NOUN
iogr-1352	135	48	,	,	PUNCT
iogr-1352	135	49	mm	mm	PROPN
iogr-1352	135	50	2.0	2.0	NUM
iogr-1352	135	51	1.8	1.8	NUM
iogr-1352	135	52	1.7	1.7	NUM
iogr-1352	135	53	1.2	1.2	NUM
iogr-1352	135	54	1.4	1.4	NUM
iogr-1352	135	55	oil	oil	NOUN
iogr-1352	135	56	based	base	VERB
iogr-1352	135	57	mud	mud	NOUN
iogr-1352	135	58	formulations	formulation	NOUN
iogr-1352	135	59	.	.	PUNCT
iogr-1352	136	1	in	in	ADP
iogr-1352	136	2	the	the	DET
iogr-1352	136	3	realm	realm	NOUN
iogr-1352	136	4	of	of	ADP
iogr-1352	136	5	oil	oil	NOUN
iogr-1352	136	6	-	-	PUNCT
iogr-1352	136	7	based	base	VERB
iogr-1352	136	8	mud	mud	NOUN
iogr-1352	136	9	formulations	formulation	NOUN
iogr-1352	136	10	,	,	PUNCT
iogr-1352	136	11	we	we	PRON
iogr-1352	136	12	have	have	VERB
iogr-1352	136	13	two	two	NUM
iogr-1352	136	14	distinct	distinct	ADJ
iogr-1352	136	15	samples	sample	NOUN
iogr-1352	136	16	,	,	PUNCT
iogr-1352	136	17	designated	designate	VERB
iogr-1352	136	18	as	as	ADP
iogr-1352	136	19	sample	sample	NOUN
iogr-1352	136	20	f	f	NOUN
iogr-1352	136	21	and	and	CCONJ
iogr-1352	136	22	sample	sample	PROPN
iogr-1352	136	23	g.	g.	PROPN
iogr-1352	136	24	sample	sample	PROPN
iogr-1352	137	1	f	f	PROPN
iogr-1352	137	2	is	be	AUX
iogr-1352	137	3	meticulously	meticulously	ADV
iogr-1352	137	4	crafted	craft	VERB
iogr-1352	137	5	using	use	VERB
iogr-1352	137	6	a	a	DET
iogr-1352	137	7	blend	blend	NOUN
iogr-1352	137	8	of	of	ADP
iogr-1352	137	9	components	component	NOUN
iogr-1352	137	10	.	.	PUNCT
iogr-1352	138	1	it	it	PRON
iogr-1352	138	2	consists	consist	VERB
iogr-1352	138	3	of	of	ADP
iogr-1352	138	4	25	25	NUM
iogr-1352	138	5	grams	gram	NOUN
iogr-1352	138	6	of	of	ADP
iogr-1352	138	7	bentonite	bentonite	NOUN
iogr-1352	138	8	,	,	PUNCT
iogr-1352	138	9	a	a	DET
iogr-1352	138	10	versatile	versatile	ADJ
iogr-1352	138	11	clay	clay	NOUN
iogr-1352	138	12	mineral	mineral	NOUN
iogr-1352	138	13	known	know	VERB
iogr-1352	138	14	for	for	ADP
iogr-1352	138	15	its	its	PRON
iogr-1352	138	16	excellent	excellent	ADJ
iogr-1352	138	17	rheological	rheological	ADJ
iogr-1352	138	18	properties	property	NOUN
iogr-1352	138	19	,	,	PUNCT
iogr-1352	138	20	which	which	PRON
iogr-1352	138	21	are	be	AUX
iogr-1352	138	22	crucial	crucial	ADJ
iogr-1352	138	23	for	for	ADP
iogr-1352	138	24	mud	mud	NOUN
iogr-1352	138	25	formulations	formulation	NOUN
iogr-1352	138	26	.	.	PUNCT
iogr-1352	139	1	this	this	PRON
iogr-1352	139	2	is	be	AUX
iogr-1352	139	3	then	then	ADV
iogr-1352	139	4	mixed	mixed	ADJ
iogr-1352	139	5	with	with	ADP
iogr-1352	139	6	300	300	NUM
iogr-1352	139	7	milliliters	milliliter	NOUN
iogr-1352	139	8	of	of	ADP
iogr-1352	139	9	almond	almond	NOUN
iogr-1352	139	10	oil	oil	NOUN
iogr-1352	139	11	,	,	PUNCT
iogr-1352	139	12	chosen	choose	VERB
iogr-1352	139	13	for	for	ADP
iogr-1352	139	14	its	its	PRON
iogr-1352	139	15	lubricating	lubricate	VERB
iogr-1352	139	16	qualities	quality	NOUN
iogr-1352	139	17	and	and	CCONJ
iogr-1352	139	18	ability	ability	NOUN
iogr-1352	139	19	to	to	PART
iogr-1352	139	20	reduce	reduce	VERB
iogr-1352	139	21	friction	friction	NOUN
iogr-1352	139	22	in	in	ADP
iogr-1352	139	23	drilling	drilling	NOUN
iogr-1352	139	24	operations	operation	NOUN
iogr-1352	139	25	.	.	PUNCT
iogr-1352	140	1	to	to	PART
iogr-1352	140	2	enhance	enhance	VERB
iogr-1352	140	3	the	the	DET
iogr-1352	140	4	density	density	NOUN
iogr-1352	140	5	and	and	CCONJ
iogr-1352	140	6	provide	provide	VERB
iogr-1352	140	7	weight	weight	NOUN
iogr-1352	140	8	to	to	ADP
iogr-1352	140	9	the	the	DET
iogr-1352	140	10	mud	mud	NOUN
iogr-1352	140	11	,	,	PUNCT
iogr-1352	140	12	10	10	NUM
iogr-1352	140	13	grams	gram	NOUN
iogr-1352	140	14	of	of	ADP
iogr-1352	140	15	barite	barite	NOUN
iogr-1352	140	16	are	be	AUX
iogr-1352	140	17	added	add	VERB
iogr-1352	140	18	;	;	PUNCT
iogr-1352	140	19	barite	barite	NOUN
iogr-1352	140	20	is	be	AUX
iogr-1352	140	21	a	a	DET
iogr-1352	140	22	dense	dense	ADJ
iogr-1352	140	23	mineral	mineral	NOUN
iogr-1352	140	24	commonly	commonly	ADV
iogr-1352	140	25	used	use	VERB
iogr-1352	140	26	in	in	ADP
iogr-1352	140	27	drilling	drilling	NOUN
iogr-1352	140	28	fluids	fluid	NOUN
iogr-1352	140	29	for	for	ADP
iogr-1352	140	30	its	its	PRON
iogr-1352	140	31	high	high	ADJ
iogr-1352	140	32	specific	specific	ADJ
iogr-1352	140	33	gravity	gravity	NOUN
iogr-1352	140	34	.	.	PUNCT
iogr-1352	141	1	completing	complete	VERB
iogr-1352	141	2	the	the	DET
iogr-1352	141	3	formulation	formulation	NOUN
iogr-1352	141	4	,	,	PUNCT
iogr-1352	141	5	0.3	0.3	NUM
iogr-1352	141	6	grams	gram	NOUN
iogr-1352	141	7	of	of	ADP
iogr-1352	141	8	carboxymethyl	carboxymethyl	NOUN
iogr-1352	141	9	cellulose	cellulose	NOUN
iogr-1352	141	10	(	(	PUNCT
iogr-1352	141	11	cmc	cmc	PROPN
iogr-1352	141	12	)	)	PUNCT
iogr-1352	141	13	are	be	AUX
iogr-1352	141	14	included	include	VERB
iogr-1352	141	15	;	;	PUNCT
iogr-1352	141	16	cmc	cmc	NOUN
iogr-1352	141	17	acts	act	NOUN
iogr-1352	141	18	as	as	ADP
iogr-1352	141	19	a	a	DET
iogr-1352	141	20	viscosifier	viscosifier	NOUN
iogr-1352	141	21	,	,	PUNCT
iogr-1352	141	22	helping	help	VERB
iogr-1352	141	23	to	to	PART
iogr-1352	141	24	maintain	maintain	VERB
iogr-1352	141	25	the	the	DET
iogr-1352	141	26	desired	desire	VERB
iogr-1352	141	27	viscosity	viscosity	NOUN
iogr-1352	141	28	of	of	ADP
iogr-1352	141	29	the	the	DET
iogr-1352	141	30	mud	mud	NOUN
iogr-1352	141	31	.	.	PUNCT
iogr-1352	142	1	this	this	DET
iogr-1352	142	2	combination	combination	NOUN
iogr-1352	142	3	is	be	AUX
iogr-1352	142	4	carefully	carefully	ADV
iogr-1352	142	5	mixed	mixed	ADJ
iogr-1352	142	6	to	to	PART
iogr-1352	142	7	ensure	ensure	VERB
iogr-1352	142	8	homogeneity	homogeneity	NOUN
iogr-1352	142	9	and	and	CCONJ
iogr-1352	142	10	optimal	optimal	ADJ
iogr-1352	142	11	performance	performance	NOUN
iogr-1352	142	12	in	in	ADP
iogr-1352	142	13	oil	oil	NOUN
iogr-1352	142	14	-	-	PUNCT
iogr-1352	142	15	based	base	VERB
iogr-1352	142	16	mud	mud	NOUN
iogr-1352	142	17	applications	application	NOUN
iogr-1352	142	18	.	.	PUNCT
iogr-1352	143	1	the	the	DET
iogr-1352	143	2	specific	specific	ADJ
iogr-1352	143	3	formulation	formulation	NOUN
iogr-1352	143	4	is	be	AUX
iogr-1352	143	5	represented	represent	VERB
iogr-1352	143	6	as	as	SCONJ
iogr-1352	143	7	follows	follow	VERB
iogr-1352	143	8	:	:	PUNCT
iogr-1352	143	9	25	25	NUM
iogr-1352	143	10	g	g	NOUN
iogr-1352	143	11	bentonite	bentonite	NOUN
iogr-1352	143	12	+	+	CCONJ
iogr-1352	143	13	300	300	NUM
iogr-1352	143	14	ml	ml	NOUN
iogr-1352	143	15	almond	almond	NOUN
iogr-1352	143	16	oil	oil	NOUN
iogr-1352	143	17	+	+	CCONJ
iogr-1352	143	18	10	10	NUM
iogr-1352	143	19	g	g	NOUN
iogr-1352	143	20	barite	barite	NOUN
iogr-1352	143	21	+	+	CCONJ
iogr-1352	143	22	0.3	0.3	NUM
iogr-1352	143	23	cmc	cmc	NOUN
iogr-1352	143	24	............................................................................	............................................................................	SYM
iogr-1352	143	25	(9	(9	NOUN
iogr-1352	143	26	)	)	PUNCT
iogr-1352	143	27	sample	sample	NOUN
iogr-1352	143	28	g	g	NOUN
iogr-1352	143	29	,	,	PUNCT
iogr-1352	143	30	on	on	ADP
iogr-1352	143	31	the	the	DET
iogr-1352	143	32	other	other	ADJ
iogr-1352	143	33	hand	hand	NOUN
iogr-1352	143	34	,	,	PUNCT
iogr-1352	143	35	shares	share	VERB
iogr-1352	143	36	some	some	DET
iogr-1352	143	37	similarities	similarity	NOUN
iogr-1352	143	38	with	with	ADP
iogr-1352	143	39	sample	sample	NOUN
iogr-1352	143	40	f	f	PROPN
iogr-1352	143	41	but	but	CCONJ
iogr-1352	143	42	differs	differ	VERB
iogr-1352	143	43	in	in	ADP
iogr-1352	143	44	key	key	ADJ
iogr-1352	143	45	aspects	aspect	NOUN
iogr-1352	143	46	.	.	PUNCT
iogr-1352	144	1	it	it	PRON
iogr-1352	144	2	also	also	ADV
iogr-1352	144	3	comprises	comprise	VERB
iogr-1352	144	4	25	25	NUM
iogr-1352	144	5	grams	gram	NOUN
iogr-1352	144	6	of	of	ADP
iogr-1352	144	7	bentonite	bentonite	NOUN
iogr-1352	144	8	,	,	PUNCT
iogr-1352	144	9	providing	provide	VERB
iogr-1352	144	10	the	the	DET
iogr-1352	144	11	foundational	foundational	ADJ
iogr-1352	144	12	rheological	rheological	ADJ
iogr-1352	144	13	properties	property	NOUN
iogr-1352	144	14	.	.	PUNCT
iogr-1352	145	1	however	however	ADV
iogr-1352	145	2	,	,	PUNCT
iogr-1352	145	3	instead	instead	ADV
iogr-1352	145	4	of	of	ADP
iogr-1352	145	5	almond	almond	NOUN
iogr-1352	145	6	oil	oil	NOUN
iogr-1352	145	7	,	,	PUNCT
iogr-1352	145	8	this	this	DET
iogr-1352	145	9	formulation	formulation	NOUN
iogr-1352	145	10	uses	use	VERB
iogr-1352	145	11	300	300	NUM
iogr-1352	145	12	milliliters	milliliter	NOUN
iogr-1352	145	13	of	of	ADP
iogr-1352	145	14	diesel	diesel	NOUN
iogr-1352	145	15	oil	oil	NOUN
iogr-1352	145	16	,	,	PUNCT
iogr-1352	145	17	selected	select	VERB
iogr-1352	145	18	for	for	ADP
iogr-1352	145	19	its	its	PRON
iogr-1352	145	20	superior	superior	ADJ
iogr-1352	145	21	ability	ability	NOUN
iogr-1352	145	22	to	to	PART
iogr-1352	145	23	dissolve	dissolve	VERB
iogr-1352	145	24	organic	organic	ADJ
iogr-1352	145	25	compounds	compound	NOUN
iogr-1352	145	26	and	and	CCONJ
iogr-1352	145	27	its	its	PRON
iogr-1352	145	28	cost	cost	NOUN
iogr-1352	145	29	-	-	PUNCT
iogr-1352	145	30	effectiveness	effectiveness	NOUN
iogr-1352	145	31	.	.	PUNCT
iogr-1352	146	1	like	like	INTJ
iogr-1352	146	2	sample	sample	NOUN
iogr-1352	146	3	f	f	NOUN
iogr-1352	146	4	,	,	PUNCT
iogr-1352	146	5	it	it	PRON
iogr-1352	146	6	includes	include	VERB
iogr-1352	146	7	10	10	NUM
iogr-1352	146	8	grams	gram	NOUN
iogr-1352	146	9	of	of	ADP
iogr-1352	146	10	barite	barite	NOUN
iogr-1352	146	11	for	for	ADP
iogr-1352	146	12	increased	increase	VERB
iogr-1352	146	13	density	density	NOUN
iogr-1352	146	14	and	and	CCONJ
iogr-1352	146	15	0.3	0.3	NUM
iogr-1352	146	16	grams	gram	NOUN
iogr-1352	146	17	of	of	ADP
iogr-1352	146	18	cmc	cmc	NOUN
iogr-1352	146	19	for	for	ADP
iogr-1352	146	20	viscosity	viscosity	NOUN
iogr-1352	146	21	control	control	NOUN
iogr-1352	146	22	.	.	PUNCT
iogr-1352	147	1	the	the	DET
iogr-1352	147	2	formulation	formulation	NOUN
iogr-1352	147	3	is	be	AUX
iogr-1352	147	4	represented	represent	VERB
iogr-1352	147	5	as	as	SCONJ
iogr-1352	147	6	follows	follow	VERB
iogr-1352	147	7	:	:	PUNCT
iogr-1352	147	8	25	25	NUM
iogr-1352	147	9	g	g	NOUN
iogr-1352	147	10	bentonite	bentonite	NOUN
iogr-1352	147	11	+	+	CCONJ
iogr-1352	147	12	300	300	NUM
iogr-1352	147	13	ml	ml	NOUN
iogr-1352	147	14	diesel	diesel	NOUN
iogr-1352	147	15	oil	oil	NOUN
iogr-1352	147	16	+	+	CCONJ
iogr-1352	147	17	10	10	NUM
iogr-1352	147	18	g	g	NOUN
iogr-1352	147	19	barite	barite	NOUN
iogr-1352	147	20	+	+	CCONJ
iogr-1352	147	21	0.3	0.3	NUM
iogr-1352	147	22	cmc	cmc	NOUN
iogr-1352	147	23	.............................................................................	.............................................................................	PUNCT
iogr-1352	147	24	(10	(10	PROPN
iogr-1352	147	25	)	)	PUNCT
iogr-1352	147	26	to	to	PART
iogr-1352	147	27	evaluate	evaluate	VERB
iogr-1352	147	28	the	the	DET
iogr-1352	147	29	effectiveness	effectiveness	NOUN
iogr-1352	147	30	of	of	ADP
iogr-1352	147	31	these	these	DET
iogr-1352	147	32	formulations	formulation	NOUN
iogr-1352	147	33	,	,	PUNCT
iogr-1352	147	34	the	the	DET
iogr-1352	147	35	density	density	NOUN
iogr-1352	147	36	of	of	ADP
iogr-1352	147	37	both	both	DET
iogr-1352	147	38	sample	sample	NOUN
iogr-1352	147	39	f	f	NOUN
iogr-1352	147	40	and	and	CCONJ
iogr-1352	147	41	sample	sample	PROPN
iogr-1352	147	42	g	g	PROPN
iogr-1352	147	43	was	be	AUX
iogr-1352	147	44	measured	measure	VERB
iogr-1352	147	45	.	.	PUNCT
iogr-1352	148	1	the	the	DET
iogr-1352	148	2	density	density	NOUN
iogr-1352	148	3	of	of	ADP
iogr-1352	148	4	sample	sample	NOUN
iogr-1352	148	5	f	f	PROPN
iogr-1352	148	6	was	be	AUX
iogr-1352	148	7	determined	determine	VERB
iogr-1352	148	8	to	to	PART
iogr-1352	148	9	be	be	AUX
iogr-1352	148	10	9.1	9.1	NUM
iogr-1352	148	11	,	,	PUNCT
iogr-1352	148	12	indicating	indicate	VERB
iogr-1352	148	13	a	a	DET
iogr-1352	148	14	relatively	relatively	ADV
iogr-1352	148	15	lightweight	lightweight	ADJ
iogr-1352	148	16	yet	yet	CCONJ
iogr-1352	148	17	effective	effective	ADJ
iogr-1352	148	18	composition	composition	NOUN
iogr-1352	148	19	suitable	suitable	ADJ
iogr-1352	148	20	for	for	ADP
iogr-1352	148	21	certain	certain	ADJ
iogr-1352	148	22	drilling	drilling	NOUN
iogr-1352	148	23	conditions	condition	NOUN
iogr-1352	148	24	.	.	PUNCT
iogr-1352	149	1	in	in	ADP
iogr-1352	149	2	contrast	contrast	NOUN
iogr-1352	149	3	,	,	PUNCT
iogr-1352	149	4	sample	sample	NOUN
iogr-1352	149	5	g	g	PROPN
iogr-1352	149	6	exhibited	exhibit	VERB
iogr-1352	149	7	a	a	DET
iogr-1352	149	8	slightly	slightly	ADV
iogr-1352	149	9	higher	high	ADJ
iogr-1352	149	10	density	density	NOUN
iogr-1352	149	11	of	of	ADP
iogr-1352	149	12	9.3	9.3	NUM
iogr-1352	149	13	,	,	PUNCT
iogr-1352	149	14	suggesting	suggest	VERB
iogr-1352	149	15	a	a	DET
iogr-1352	149	16	formulation	formulation	NOUN
iogr-1352	149	17	that	that	PRON
iogr-1352	149	18	is	be	AUX
iogr-1352	149	19	better	well	ADV
iogr-1352	149	20	suited	suit	VERB
iogr-1352	149	21	for	for	ADP
iogr-1352	149	22	scenarios	scenario	NOUN
iogr-1352	149	23	requiring	require	VERB
iogr-1352	149	24	a	a	DET
iogr-1352	149	25	denser	dense	ADJ
iogr-1352	149	26	mud	mud	NOUN
iogr-1352	149	27	to	to	PART
iogr-1352	149	28	manage	manage	VERB
iogr-1352	149	29	wellbore	wellbore	NOUN
iogr-1352	149	30	pressures	pressure	NOUN
iogr-1352	149	31	more	more	ADV
iogr-1352	149	32	effectively	effectively	ADV
iogr-1352	149	33	.	.	PUNCT
iogr-1352	150	1	these	these	DET
iogr-1352	150	2	measurements	measurement	NOUN
iogr-1352	150	3	are	be	AUX
iogr-1352	150	4	crucial	crucial	ADJ
iogr-1352	150	5	in	in	ADP
iogr-1352	150	6	determining	determine	VERB
iogr-1352	150	7	the	the	DET
iogr-1352	150	8	suitability	suitability	NOUN
iogr-1352	150	9	of	of	ADP
iogr-1352	150	10	each	each	DET
iogr-1352	150	11	formulation	formulation	NOUN
iogr-1352	150	12	for	for	ADP
iogr-1352	150	13	specific	specific	ADJ
iogr-1352	150	14	drilling	drilling	NOUN
iogr-1352	150	15	environments	environment	NOUN
iogr-1352	150	16	and	and	CCONJ
iogr-1352	150	17	objectives	objective	NOUN
iogr-1352	150	18	.	.	PUNCT
iogr-1352	151	1	the	the	DET
iogr-1352	151	2	ph	ph	ADJ
iogr-1352	151	3	values	value	NOUN
iogr-1352	151	4	of	of	ADP
iogr-1352	151	5	sample	sample	NOUN
iogr-1352	151	6	f	f	NOUN
iogr-1352	151	7	and	and	CCONJ
iogr-1352	151	8	sample	sample	PROPN
iogr-1352	151	9	g	g	PROPN
iogr-1352	151	10	were	be	AUX
iogr-1352	151	11	measured	measure	VERB
iogr-1352	151	12	to	to	PART
iogr-1352	151	13	be	be	AUX
iogr-1352	151	14	7.7	7.7	NUM
iogr-1352	151	15	and	and	CCONJ
iogr-1352	151	16	6.8	6.8	NUM
iogr-1352	151	17	,	,	PUNCT
iogr-1352	151	18	respectively	respectively	ADV
iogr-1352	151	19	,	,	PUNCT
iogr-1352	151	20	indicating	indicate	VERB
iogr-1352	151	21	that	that	SCONJ
iogr-1352	151	22	sample	sample	NOUN
iogr-1352	151	23	f	f	PROPN
iogr-1352	151	24	is	be	AUX
iogr-1352	151	25	slightly	slightly	ADV
iogr-1352	151	26	alkaline	alkaline	ADJ
iogr-1352	151	27	while	while	SCONJ
iogr-1352	151	28	sample	sample	NOUN
iogr-1352	151	29	g	g	PROPN
iogr-1352	151	30	is	be	AUX
iogr-1352	151	31	mildly	mildly	ADV
iogr-1352	151	32	acidic	acidic	ADJ
iogr-1352	151	33	.	.	PUNCT
iogr-1352	152	1	table	table	NOUN
iogr-1352	152	2	8	8	NUM
iogr-1352	152	3	provides	provide	VERB
iogr-1352	152	4	a	a	DET
iogr-1352	152	5	detailed	detailed	ADJ
iogr-1352	152	6	examination	examination	NOUN
iogr-1352	152	7	of	of	ADP
iogr-1352	152	8	the	the	DET
iogr-1352	152	9	dial	dial	NOUN
iogr-1352	152	10	readings	reading	NOUN
iogr-1352	152	11	for	for	ADP
iogr-1352	152	12	the	the	DET
iogr-1352	152	13	two	two	NUM
iogr-1352	152	14	oil	oil	NOUN
iogr-1352	152	15	-	-	PUNCT
iogr-1352	152	16	based	base	VERB
iogr-1352	152	17	mud	mud	NOUN
iogr-1352	152	18	samples	sample	NOUN
iogr-1352	152	19	,	,	PUNCT
iogr-1352	152	20	encompassing	encompass	VERB
iogr-1352	152	21	a	a	DET
iogr-1352	152	22	range	range	NOUN
iogr-1352	152	23	from	from	ADP
iogr-1352	152	24	6	6	NUM
iogr-1352	152	25	rpm	rpm	NOUN
iogr-1352	152	26	to	to	ADP
iogr-1352	152	27	600	600	NUM
iogr-1352	152	28	rpm	rpm	NOUN
iogr-1352	152	29	.	.	PUNCT
iogr-1352	153	1	it	it	PRON
iogr-1352	153	2	is	be	AUX
iogr-1352	153	3	apparent	apparent	ADJ
iogr-1352	153	4	that	that	SCONJ
iogr-1352	153	5	the	the	DET
iogr-1352	153	6	oil	oil	NOUN
iogr-1352	153	7	component	component	NOUN
iogr-1352	153	8	within	within	ADP
iogr-1352	153	9	both	both	DET
iogr-1352	153	10	samples	sample	NOUN
iogr-1352	153	11	significantly	significantly	ADV
iogr-1352	153	12	influences	influence	VERB
iogr-1352	153	13	the	the	DET
iogr-1352	153	14	dial	dial	NOUN
iogr-1352	153	15	readings	reading	NOUN
iogr-1352	153	16	in	in	ADP
iogr-1352	153	17	comparison	comparison	NOUN
iogr-1352	153	18	to	to	ADP
iogr-1352	153	19	the	the	DET
iogr-1352	153	20	base	base	NOUN
iogr-1352	153	21	mud	mud	NOUN
iogr-1352	153	22	sample	sample	NOUN
iogr-1352	153	23	(	(	PUNCT
iogr-1352	153	24	sample	sample	NOUN
iogr-1352	153	25	a	a	PRON
iogr-1352	153	26	)	)	PUNCT
iogr-1352	153	27	.	.	PUNCT
iogr-1352	154	1	notably	notably	ADV
iogr-1352	154	2	,	,	PUNCT
iogr-1352	154	3	sample	sample	NOUN
iogr-1352	154	4	g	g	NOUN
iogr-1352	154	5	,	,	PUNCT
iogr-1352	154	6	which	which	PRON
iogr-1352	154	7	contains	contain	VERB
iogr-1352	154	8	diesel	diesel	NOUN
iogr-1352	154	9	oil	oil	NOUN
iogr-1352	154	10	,	,	PUNCT
iogr-1352	154	11	exhibits	exhibit	VERB
iogr-1352	154	12	a	a	DET
iogr-1352	154	13	corresponding	corresponding	ADJ
iogr-1352	154	14	and	and	CCONJ
iogr-1352	154	15	significant	significant	ADJ
iogr-1352	154	16	increase	increase	NOUN
iogr-1352	154	17	in	in	ADP
iogr-1352	154	18	dial	dial	NOUN
iogr-1352	154	19	readings	reading	NOUN
iogr-1352	154	20	.	.	PUNCT
iogr-1352	155	1	improved	improve	VERB
iogr-1352	155	2	oil	oil	NOUN
iogr-1352	155	3	and	and	CCONJ
iogr-1352	155	4	gas	gas	NOUN
iogr-1352	155	5	recovery	recovery	NOUN
iogr-1352	155	6	8	8	NUM
iogr-1352	155	7	table	table	NOUN
iogr-1352	155	8	8	8	NUM
iogr-1352	155	9	—	—	PUNCT
iogr-1352	155	10	dial	dial	NOUN
iogr-1352	155	11	reading	reading	NOUN
iogr-1352	155	12	on	on	ADP
iogr-1352	155	13	the	the	DET
iogr-1352	155	14	oil	oil	NOUN
iogr-1352	155	15	formulations	formulation	NOUN
iogr-1352	155	16	.	.	PUNCT
iogr-1352	156	1	dial	dial	NOUN
iogr-1352	156	2	readings	reading	NOUN
iogr-1352	156	3	sample	sample	VERB
iogr-1352	156	4	a	a	DET
iogr-1352	156	5	base	base	ADJ
iogr-1352	156	6	fluid	fluid	NOUN
iogr-1352	156	7	sample	sample	NOUN
iogr-1352	156	8	f	f	NOUN
iogr-1352	156	9	(	(	PUNCT
iogr-1352	156	10	with	with	ADP
iogr-1352	156	11	almond	almond	NOUN
iogr-1352	156	12	oil	oil	NOUN
iogr-1352	156	13	)	)	PUNCT
iogr-1352	156	14	sample	sample	NOUN
iogr-1352	156	15	g	g	PROPN
iogr-1352	156	16	(	(	PUNCT
iogr-1352	156	17	with	with	ADP
iogr-1352	156	18	diesel	diesel	NOUN
iogr-1352	156	19	oil	oil	NOUN
iogr-1352	156	20	)	)	PUNCT
iogr-1352	156	21	600rpm	600rpm	NUM
iogr-1352	156	22	22	22	NUM
iogr-1352	156	23	30	30	NUM
iogr-1352	156	24	38	38	NUM
iogr-1352	156	25	300rpm	300rpm	NUM
iogr-1352	156	26	16	16	NUM
iogr-1352	156	27	23	23	NUM
iogr-1352	156	28	26	26	NUM
iogr-1352	156	29	200rpm	200rpm	NUM
iogr-1352	156	30	12	12	NUM
iogr-1352	156	31	15	15	NUM
iogr-1352	156	32	16	16	NUM
iogr-1352	156	33	100rpm	100rpm	NUM
iogr-1352	156	34	7	7	NUM
iogr-1352	156	35	12	12	NUM
iogr-1352	156	36	14	14	NUM
iogr-1352	156	37	60rpm	60rpm	NOUN
iogr-1352	156	38	5	5	NUM
iogr-1352	156	39	10	10	NUM
iogr-1352	156	40	12	12	NUM
iogr-1352	156	41	30rpm	30rpm	NOUN
iogr-1352	156	42	4	4	NUM
iogr-1352	156	43	8	8	NUM
iogr-1352	156	44	9	9	NUM
iogr-1352	156	45	6rpm	6rpm	NUM
iogr-1352	156	46	1	1	NUM
iogr-1352	156	47	4	4	NUM
iogr-1352	156	48	3	3	NUM
iogr-1352	156	49	the	the	DET
iogr-1352	156	50	gel	gel	NOUN
iogr-1352	156	51	strength	strength	NOUN
iogr-1352	156	52	measurements	measurement	NOUN
iogr-1352	156	53	,	,	PUNCT
iogr-1352	156	54	taken	take	VERB
iogr-1352	156	55	at	at	ADP
iogr-1352	156	56	both	both	DET
iogr-1352	156	57	10	10	NUM
iogr-1352	156	58	seconds	second	NOUN
iogr-1352	156	59	and	and	CCONJ
iogr-1352	156	60	10	10	NUM
iogr-1352	156	61	minutes	minute	NOUN
iogr-1352	156	62	,	,	PUNCT
iogr-1352	156	63	for	for	ADP
iogr-1352	156	64	the	the	DET
iogr-1352	156	65	two	two	NUM
iogr-1352	156	66	types	type	NOUN
iogr-1352	156	67	of	of	ADP
iogr-1352	156	68	oil	oil	NOUN
iogr-1352	156	69	-	-	PUNCT
iogr-1352	156	70	based	base	VERB
iogr-1352	156	71	mud	mud	NOUN
iogr-1352	156	72	are	be	AUX
iogr-1352	156	73	detailed	detail	VERB
iogr-1352	156	74	in	in	ADP
iogr-1352	156	75	table	table	NOUN
iogr-1352	156	76	9	9	NUM
iogr-1352	156	77	.	.	PUNCT
iogr-1352	157	1	upon	upon	SCONJ
iogr-1352	157	2	examination	examination	NOUN
iogr-1352	157	3	of	of	ADP
iogr-1352	157	4	the	the	DET
iogr-1352	157	5	data	datum	NOUN
iogr-1352	157	6	,	,	PUNCT
iogr-1352	157	7	it	it	PRON
iogr-1352	157	8	becomes	become	VERB
iogr-1352	157	9	evident	evident	ADJ
iogr-1352	157	10	that	that	SCONJ
iogr-1352	157	11	sample	sample	NOUN
iogr-1352	157	12	f	f	PROPN
iogr-1352	157	13	exhibits	exhibit	VERB
iogr-1352	157	14	a	a	DET
iogr-1352	157	15	significantly	significantly	ADV
iogr-1352	157	16	lower	low	ADJ
iogr-1352	157	17	gel	gel	NOUN
iogr-1352	157	18	strength	strength	NOUN
iogr-1352	157	19	compared	compare	VERB
iogr-1352	157	20	to	to	ADP
iogr-1352	157	21	sample	sample	NOUN
iogr-1352	157	22	g	g	NOUN
iogr-1352	157	23	at	at	ADP
iogr-1352	157	24	both	both	DET
iogr-1352	157	25	time	time	NOUN
iogr-1352	157	26	intervals	interval	NOUN
iogr-1352	157	27	.	.	PUNCT
iogr-1352	158	1	the	the	DET
iogr-1352	158	2	fluid	fluid	ADJ
iogr-1352	158	3	loss	loss	NOUN
iogr-1352	158	4	and	and	CCONJ
iogr-1352	158	5	mud	mud	NOUN
iogr-1352	158	6	thickness	thickness	NOUN
iogr-1352	158	7	for	for	ADP
iogr-1352	158	8	the	the	DET
iogr-1352	158	9	two	two	NUM
iogr-1352	158	10	oilbased	oilbase	VERB
iogr-1352	158	11	mud	mud	NOUN
iogr-1352	158	12	are	be	AUX
iogr-1352	158	13	presented	present	VERB
iogr-1352	158	14	(	(	PUNCT
iogr-1352	158	15	table	table	NOUN
iogr-1352	158	16	10	10	NUM
iogr-1352	158	17	)	)	PUNCT
iogr-1352	158	18	.	.	PUNCT
iogr-1352	159	1	specifically	specifically	ADV
iogr-1352	159	2	,	,	PUNCT
iogr-1352	159	3	sample	sample	NOUN
iogr-1352	159	4	f	f	X
iogr-1352	159	5	,	,	PUNCT
iogr-1352	159	6	which	which	PRON
iogr-1352	159	7	incorporates	incorporate	VERB
iogr-1352	159	8	almond	almond	ADJ
iogr-1352	159	9	oil	oil	NOUN
iogr-1352	159	10	,	,	PUNCT
iogr-1352	159	11	exhibits	exhibit	VERB
iogr-1352	159	12	a	a	DET
iogr-1352	159	13	significantly	significantly	ADV
iogr-1352	159	14	higher	high	ADJ
iogr-1352	159	15	level	level	NOUN
iogr-1352	159	16	of	of	ADP
iogr-1352	159	17	fluid	fluid	ADJ
iogr-1352	159	18	loss	loss	NOUN
iogr-1352	159	19	and	and	CCONJ
iogr-1352	159	20	a	a	DET
iogr-1352	159	21	thicker	thick	ADJ
iogr-1352	159	22	mud	mud	NOUN
iogr-1352	159	23	thickness	thickness	NOUN
iogr-1352	159	24	compared	compare	VERB
iogr-1352	159	25	to	to	ADP
iogr-1352	159	26	sample	sample	NOUN
iogr-1352	159	27	g.	g.	NOUN
iogr-1352	159	28	table	table	NOUN
iogr-1352	159	29	9	9	NUM
iogr-1352	159	30	—	—	PUNCT
iogr-1352	159	31	gel	gel	NOUN
iogr-1352	159	32	strength	strength	NOUN
iogr-1352	159	33	of	of	ADP
iogr-1352	159	34	the	the	DET
iogr-1352	159	35	mud	mud	NOUN
iogr-1352	159	36	formulations	formulation	NOUN
iogr-1352	159	37	.	.	PUNCT
iogr-1352	160	1	sample	sample	NOUN
iogr-1352	161	1	f	f	X
iogr-1352	161	2	:	:	PUNCT
iogr-1352	161	3	almond	almond	NOUN
iogr-1352	161	4	oil	oil	NOUN
iogr-1352	161	5	sample	sample	NOUN
iogr-1352	161	6	g	g	NOUN
iogr-1352	161	7	:	:	PUNCT
iogr-1352	161	8	diesel	diesel	NOUN
iogr-1352	161	9	oil	oil	NOUN
iogr-1352	161	10	gel	gel	NOUN
iogr-1352	161	11	strength	strength	NOUN
iogr-1352	161	12	(	(	PUNCT
iogr-1352	161	13	10	10	NUM
iogr-1352	161	14	secs	sec	NOUN
iogr-1352	161	15	)	)	PUNCT
iogr-1352	161	16	3	3	NUM
iogr-1352	161	17	4	4	NUM
iogr-1352	161	18	gel	gel	NOUN
iogr-1352	161	19	strength	strength	NOUN
iogr-1352	161	20	(	(	PUNCT
iogr-1352	161	21	10	10	NUM
iogr-1352	161	22	mins	min	NOUN
iogr-1352	161	23	)	)	PUNCT
iogr-1352	161	24	12	12	NUM
iogr-1352	161	25	15	15	NUM
iogr-1352	161	26	table	table	NOUN
iogr-1352	161	27	10	10	NUM
iogr-1352	161	28	—	—	PUNCT
iogr-1352	161	29	fluid	fluid	ADJ
iogr-1352	161	30	loss	loss	NOUN
iogr-1352	161	31	and	and	CCONJ
iogr-1352	161	32	mud	mud	NOUN
iogr-1352	161	33	thickness	thickness	NOUN
iogr-1352	161	34	of	of	ADP
iogr-1352	161	35	the	the	DET
iogr-1352	161	36	mud	mud	NOUN
iogr-1352	161	37	formulation	formulation	NOUN
iogr-1352	161	38	.	.	PUNCT
iogr-1352	162	1	sample	sample	NOUN
iogr-1352	163	1	f	f	X
iogr-1352	163	2	:	:	PUNCT
iogr-1352	163	3	almond	almond	NOUN
iogr-1352	163	4	oil	oil	NOUN
iogr-1352	163	5	sample	sample	NOUN
iogr-1352	163	6	g	g	NOUN
iogr-1352	163	7	:	:	PUNCT
iogr-1352	163	8	diesel	diesel	NOUN
iogr-1352	163	9	oil	oil	NOUN
iogr-1352	163	10	fluid	fluid	NOUN
iogr-1352	163	11	loss	loss	NOUN
iogr-1352	163	12	,	,	PUNCT
iogr-1352	163	13	ml	ml	PROPN
iogr-1352	163	14	21	21	NUM
iogr-1352	163	15	19	19	NUM
iogr-1352	163	16	mud	mud	NOUN
iogr-1352	163	17	thickness	thickness	NOUN
iogr-1352	163	18	,	,	PUNCT
iogr-1352	163	19	mm	mm	PROPN
iogr-1352	163	20	2.0	2.0	NUM
iogr-1352	163	21	1.5	1.5	NUM
iogr-1352	163	22	comparison	comparison	NOUN
iogr-1352	163	23	of	of	ADP
iogr-1352	163	24	both	both	DET
iogr-1352	163	25	mud	mud	NOUN
iogr-1352	163	26	formulation	formulation	NOUN
iogr-1352	163	27	.	.	PUNCT
iogr-1352	164	1	table	table	NOUN
iogr-1352	164	2	14	14	NUM
iogr-1352	164	3	provides	provide	VERB
iogr-1352	164	4	a	a	DET
iogr-1352	164	5	comprehensive	comprehensive	ADJ
iogr-1352	164	6	review	review	NOUN
iogr-1352	164	7	and	and	CCONJ
iogr-1352	164	8	summary	summary	NOUN
iogr-1352	164	9	of	of	ADP
iogr-1352	164	10	the	the	DET
iogr-1352	164	11	rheological	rheological	ADJ
iogr-1352	164	12	characteristics	characteristic	NOUN
iogr-1352	164	13	exhibited	exhibit	VERB
iogr-1352	164	14	by	by	ADP
iogr-1352	164	15	each	each	PRON
iogr-1352	164	16	of	of	ADP
iogr-1352	164	17	the	the	DET
iogr-1352	164	18	seven	seven	NUM
iogr-1352	164	19	different	different	ADJ
iogr-1352	164	20	mud	mud	NOUN
iogr-1352	164	21	samples	sample	NOUN
iogr-1352	164	22	under	under	ADP
iogr-1352	164	23	examination	examination	NOUN
iogr-1352	164	24	.	.	PUNCT
iogr-1352	165	1	this	this	DET
iogr-1352	165	2	table	table	NOUN
iogr-1352	165	3	meticulously	meticulously	ADV
iogr-1352	165	4	details	detail	VERB
iogr-1352	165	5	various	various	ADJ
iogr-1352	165	6	essential	essential	ADJ
iogr-1352	165	7	parameters	parameter	NOUN
iogr-1352	165	8	that	that	PRON
iogr-1352	165	9	are	be	AUX
iogr-1352	165	10	crucial	crucial	ADJ
iogr-1352	165	11	for	for	ADP
iogr-1352	165	12	evaluating	evaluate	VERB
iogr-1352	165	13	the	the	DET
iogr-1352	165	14	performance	performance	NOUN
iogr-1352	165	15	and	and	CCONJ
iogr-1352	165	16	behavior	behavior	NOUN
iogr-1352	165	17	of	of	ADP
iogr-1352	165	18	drilling	drilling	NOUN
iogr-1352	165	19	fluids	fluid	NOUN
iogr-1352	165	20	in	in	ADP
iogr-1352	165	21	various	various	ADJ
iogr-1352	165	22	conditions	condition	NOUN
iogr-1352	165	23	.	.	PUNCT
iogr-1352	166	1	in	in	ADP
iogr-1352	166	2	particular	particular	ADJ
iogr-1352	166	3	,	,	PUNCT
iogr-1352	166	4	samples	sample	VERB
iogr-1352	166	5	c	c	NOUN
iogr-1352	166	6	through	through	ADP
iogr-1352	166	7	g	g	PROPN
iogr-1352	166	8	exhibit	exhibit	NOUN
iogr-1352	166	9	elevated	elevate	VERB
iogr-1352	166	10	plastic	plastic	NOUN
iogr-1352	166	11	and	and	CCONJ
iogr-1352	166	12	apparent	apparent	ADJ
iogr-1352	166	13	viscosity	viscosity	NOUN
iogr-1352	166	14	values	value	NOUN
iogr-1352	166	15	compared	compare	VERB
iogr-1352	166	16	to	to	ADP
iogr-1352	166	17	the	the	DET
iogr-1352	166	18	base	base	NOUN
iogr-1352	166	19	mud	mud	NOUN
iogr-1352	166	20	sample	sample	NOUN
iogr-1352	166	21	,	,	PUNCT
iogr-1352	166	22	indicative	indicative	ADJ
iogr-1352	166	23	of	of	ADP
iogr-1352	166	24	a	a	DET
iogr-1352	166	25	greater	great	ADJ
iogr-1352	166	26	resistance	resistance	NOUN
iogr-1352	166	27	to	to	PART
iogr-1352	166	28	flow	flow	VERB
iogr-1352	166	29	attributable	attributable	ADJ
iogr-1352	166	30	to	to	ADP
iogr-1352	166	31	the	the	DET
iogr-1352	166	32	presence	presence	NOUN
iogr-1352	166	33	of	of	ADP
iogr-1352	166	34	solid	solid	ADJ
iogr-1352	166	35	particles	particle	NOUN
iogr-1352	166	36	within	within	ADP
iogr-1352	166	37	the	the	DET
iogr-1352	166	38	fluid	fluid	NOUN
iogr-1352	166	39	.	.	PUNCT
iogr-1352	167	1	the	the	DET
iogr-1352	167	2	yield	yield	NOUN
iogr-1352	167	3	point	point	NOUN
iogr-1352	167	4	is	be	AUX
iogr-1352	167	5	also	also	ADV
iogr-1352	167	6	covered	cover	VERB
iogr-1352	167	7	,	,	PUNCT
iogr-1352	167	8	representing	represent	VERB
iogr-1352	167	9	the	the	PRON
iogr-1352	167	10	in	in	ADP
iogr-1352	167	11	the	the	DET
iogr-1352	167	12	mud	mud	NOUN
iogr-1352	167	13	sample	sample	NOUN
iogr-1352	167	14	.	.	PUNCT
iogr-1352	168	1	oil	oil	NOUN
iogr-1352	168	2	-	-	PUNCT
iogr-1352	168	3	based	base	VERB
iogr-1352	168	4	mud	mud	NOUN
iogr-1352	168	5	samples	sample	NOUN
iogr-1352	168	6	(	(	PUNCT
iogr-1352	168	7	designated	designate	VERB
iogr-1352	168	8	as	as	ADP
iogr-1352	168	9	sample	sample	NOUN
iogr-1352	168	10	f	f	NOUN
iogr-1352	168	11	and	and	CCONJ
iogr-1352	168	12	sample	sample	NOUN
iogr-1352	168	13	g	g	NOUN
iogr-1352	168	14	)	)	PUNCT
iogr-1352	168	15	exhibit	exhibit	VERB
iogr-1352	168	16	a	a	DET
iogr-1352	168	17	greater	great	ADJ
iogr-1352	168	18	yield	yield	NOUN
iogr-1352	168	19	point	point	NOUN
iogr-1352	168	20	,	,	PUNCT
iogr-1352	168	21	suggesting	suggest	VERB
iogr-1352	168	22	that	that	SCONJ
iogr-1352	168	23	the	the	DET
iogr-1352	168	24	presence	presence	NOUN
iogr-1352	168	25	of	of	ADP
iogr-1352	168	26	an	an	DET
iogr-1352	168	27	oil	oil	NOUN
iogr-1352	168	28	component	component	NOUN
iogr-1352	168	29	within	within	ADP
iogr-1352	168	30	the	the	DET
iogr-1352	168	31	mud	mud	NOUN
iogr-1352	168	32	necessitates	necessitate	VERB
iogr-1352	168	33	a	a	DET
iogr-1352	168	34	higher	high	ADJ
iogr-1352	168	35	minimum	minimum	ADJ
iogr-1352	168	36	applied	apply	VERB
iogr-1352	168	37	force	force	NOUN
iogr-1352	168	38	to	to	PART
iogr-1352	168	39	initiate	initiate	VERB
iogr-1352	168	40	flow	flow	NOUN
iogr-1352	168	41	.	.	PUNCT
iogr-1352	169	1	furthermore	furthermore	ADV
iogr-1352	169	2	,	,	PUNCT
iogr-1352	169	3	the	the	DET
iogr-1352	169	4	gel	gel	NOUN
iogr-1352	169	5	strength	strength	NOUN
iogr-1352	169	6	at	at	ADP
iogr-1352	169	7	two	two	NUM
iogr-1352	169	8	distinct	distinct	ADJ
iogr-1352	169	9	intervals—10	intervals—10	ADJ
iogr-1352	169	10	seconds	second	NOUN
iogr-1352	169	11	and	and	CCONJ
iogr-1352	169	12	10	10	NUM
iogr-1352	169	13	minutes	minute	NOUN
iogr-1352	169	14	—	—	PUNCT
iogr-1352	169	15	is	be	AUX
iogr-1352	169	16	provided	provide	VERB
iogr-1352	169	17	.	.	PUNCT
iogr-1352	170	1	this	this	DET
iogr-1352	170	2	aspect	aspect	NOUN
iogr-1352	170	3	is	be	AUX
iogr-1352	170	4	particularly	particularly	ADV
iogr-1352	170	5	important	important	ADJ
iogr-1352	170	6	as	as	SCONJ
iogr-1352	170	7	it	it	PRON
iogr-1352	170	8	indicates	indicate	VERB
iogr-1352	170	9	the	the	DET
iogr-1352	170	10	mud	mud	NOUN
iogr-1352	170	11	's	's	PART
iogr-1352	170	12	ability	ability	NOUN
iogr-1352	170	13	to	to	PART
iogr-1352	170	14	suspend	suspend	VERB
iogr-1352	170	15	drilled	drill	VERB
iogr-1352	170	16	solids	solid	NOUN
iogr-1352	170	17	when	when	SCONJ
iogr-1352	170	18	circulation	circulation	NOUN
iogr-1352	170	19	is	be	AUX
iogr-1352	170	20	stopped	stop	VERB
iogr-1352	170	21	,	,	PUNCT
iogr-1352	170	22	such	such	ADJ
iogr-1352	170	23	as	as	ADP
iogr-1352	170	24	during	during	ADP
iogr-1352	170	25	tripping	trip	VERB
iogr-1352	170	26	operations	operation	NOUN
iogr-1352	170	27	.	.	PUNCT
iogr-1352	171	1	by	by	ADP
iogr-1352	171	2	examining	examine	VERB
iogr-1352	171	3	these	these	DET
iogr-1352	171	4	properties	property	NOUN
iogr-1352	171	5	,	,	PUNCT
iogr-1352	171	6	one	one	PRON
iogr-1352	171	7	can	can	AUX
iogr-1352	171	8	gain	gain	VERB
iogr-1352	171	9	valuable	valuable	ADJ
iogr-1352	171	10	insights	insight	NOUN
iogr-1352	171	11	into	into	ADP
iogr-1352	171	12	the	the	DET
iogr-1352	171	13	mud	mud	NOUN
iogr-1352	171	14	samples	sample	NOUN
iogr-1352	171	15	’	'	PUNCT
iogr-1352	171	16	overall	overall	ADJ
iogr-1352	171	17	performance	performance	NOUN
iogr-1352	171	18	and	and	CCONJ
iogr-1352	171	19	suitability	suitability	NOUN
iogr-1352	171	20	for	for	ADP
iogr-1352	171	21	specific	specific	ADJ
iogr-1352	171	22	drilling	drilling	NOUN
iogr-1352	171	23	applications	application	NOUN
iogr-1352	171	24	.	.	PUNCT
iogr-1352	172	1	improved	improve	VERB
iogr-1352	172	2	oil	oil	NOUN
iogr-1352	172	3	and	and	CCONJ
iogr-1352	172	4	gas	gas	NOUN
iogr-1352	172	5	recovery	recovery	NOUN
iogr-1352	172	6	9	9	NUM
iogr-1352	172	7	table	table	NOUN
iogr-1352	172	8	14	14	NUM
iogr-1352	172	9	—	—	PUNCT
iogr-1352	172	10	rheology	rheology	NOUN
iogr-1352	172	11	properties	property	NOUN
iogr-1352	172	12	of	of	ADP
iogr-1352	172	13	the	the	DET
iogr-1352	172	14	mud	mud	NOUN
iogr-1352	172	15	formulations	formulation	NOUN
iogr-1352	172	16	.	.	PUNCT
iogr-1352	173	1	properties	property	NOUN
iogr-1352	173	2	sample	sample	VERB
iogr-1352	173	3	a	a	DET
iogr-1352	173	4	base	base	ADJ
iogr-1352	173	5	fluid	fluid	NOUN
iogr-1352	173	6	sample	sample	NOUN
iogr-1352	173	7	b	b	PROPN
iogr-1352	173	8	0.1wt%	0.1wt%	PROPN
iogr-1352	173	9	sio2	sio2	PROPN
iogr-1352	173	10	sample	sample	PROPN
iogr-1352	173	11	c	c	PROPN
iogr-1352	173	12	1wt%wt	1wt%wt	PROPN
iogr-1352	173	13	sio2	sio2	PROPN
iogr-1352	173	14	sample	sample	NOUN
iogr-1352	173	15	d	d	PROPN
iogr-1352	173	16	5wt%	5wt%	PROPN
iogr-1352	173	17	sio2	sio2	PROPN
iogr-1352	173	18	sample	sample	NOUN
iogr-1352	173	19	e	e	PROPN
iogr-1352	173	20	10wt%	10wt%	PROPN
iogr-1352	173	21	sio2	sio2	PROPN
iogr-1352	173	22	sample	sample	NOUN
iogr-1352	173	23	f	f	PROPN
iogr-1352	173	24	almond	almond	NOUN
iogr-1352	173	25	oil	oil	NOUN
iogr-1352	173	26	sample	sample	NOUN
iogr-1352	173	27	g	g	ADP
iogr-1352	173	28	diesel	diesel	NOUN
iogr-1352	173	29	oil	oil	NOUN
iogr-1352	173	30	plastic	plastic	NOUN
iogr-1352	173	31	viscosity	viscosity	NOUN
iogr-1352	173	32	6	6	NUM
iogr-1352	173	33	4	4	NUM
iogr-1352	173	34	6	6	NUM
iogr-1352	173	35	10	10	NUM
iogr-1352	173	36	7	7	NUM
iogr-1352	173	37	7	7	NUM
iogr-1352	173	38	12	12	NUM
iogr-1352	173	39	yield	yield	NOUN
iogr-1352	173	40	point	point	NOUN
iogr-1352	173	41	10	10	NUM
iogr-1352	173	42	9	9	NUM
iogr-1352	173	43	11	11	NUM
iogr-1352	173	44	8	8	NUM
iogr-1352	173	45	10	10	NUM
iogr-1352	173	46	16	16	NUM
iogr-1352	173	47	14	14	NUM
iogr-1352	173	48	apparent	apparent	ADJ
iogr-1352	173	49	viscosity	viscosity	NOUN
iogr-1352	173	50	11	11	NUM
iogr-1352	173	51	9.5	9.5	NUM
iogr-1352	173	52	11.5	11.5	NUM
iogr-1352	173	53	14	14	NUM
iogr-1352	173	54	12	12	NUM
iogr-1352	173	55	15	15	NUM
iogr-1352	173	56	19	19	NUM
iogr-1352	173	57	gel	gel	NOUN
iogr-1352	173	58	strength	strength	NOUN
iogr-1352	173	59	(	(	PUNCT
iogr-1352	173	60	10	10	NUM
iogr-1352	173	61	secs	sec	NOUN
iogr-1352	173	62	)	)	PUNCT
iogr-1352	173	63	3	3	NUM
iogr-1352	173	64	2	2	NUM
iogr-1352	173	65	3	3	NUM
iogr-1352	173	66	6	6	NUM
iogr-1352	173	67	4	4	NUM
iogr-1352	173	68	3	3	NUM
iogr-1352	173	69	4	4	NUM
iogr-1352	173	70	gel	gel	NOUN
iogr-1352	173	71	strength	strength	NOUN
iogr-1352	173	72	(	(	PUNCT
iogr-1352	173	73	10	10	NUM
iogr-1352	173	74	mins	min	NOUN
iogr-1352	173	75	)	)	PUNCT
iogr-1352	173	76	12	12	NUM
iogr-1352	173	77	9	9	NUM
iogr-1352	173	78	12	12	NUM
iogr-1352	173	79	17	17	NUM
iogr-1352	173	80	15	15	NUM
iogr-1352	173	81	12	12	NUM
iogr-1352	173	82	15	15	NUM
iogr-1352	173	83	discussion	discussion	NOUN
iogr-1352	173	84	the	the	DET
iogr-1352	173	85	identified	identify	VERB
iogr-1352	173	86	peaks	peak	NOUN
iogr-1352	173	87	and	and	CCONJ
iogr-1352	173	88	their	their	PRON
iogr-1352	173	89	wavenumbers	wavenumber	NOUN
iogr-1352	173	90	are	be	AUX
iogr-1352	173	91	consistent	consistent	ADJ
iogr-1352	173	92	with	with	ADP
iogr-1352	173	93	the	the	DET
iogr-1352	173	94	characteristic	characteristic	ADJ
iogr-1352	173	95	vibrational	vibrational	ADJ
iogr-1352	173	96	modes	mode	NOUN
iogr-1352	173	97	of	of	ADP
iogr-1352	173	98	silica	silica	NOUN
iogr-1352	173	99	(	(	PUNCT
iogr-1352	173	100	sio₂	sio₂	PROPN
iogr-1352	173	101	)	)	PUNCT
iogr-1352	173	102	bonds	bond	NOUN
iogr-1352	173	103	as	as	SCONJ
iogr-1352	173	104	seen	see	VERB
iogr-1352	173	105	in	in	ADP
iogr-1352	173	106	figure	figure	NOUN
iogr-1352	173	107	1	1	NUM
iogr-1352	173	108	.	.	PUNCT
iogr-1352	174	1	the	the	DET
iogr-1352	174	2	variations	variation	NOUN
iogr-1352	174	3	in	in	ADP
iogr-1352	174	4	peak	peak	NOUN
iogr-1352	174	5	intensities	intensity	NOUN
iogr-1352	174	6	suggest	suggest	VERB
iogr-1352	174	7	differences	difference	NOUN
iogr-1352	174	8	in	in	ADP
iogr-1352	174	9	the	the	DET
iogr-1352	174	10	concentration	concentration	NOUN
iogr-1352	174	11	or	or	CCONJ
iogr-1352	174	12	environment	environment	NOUN
iogr-1352	174	13	of	of	ADP
iogr-1352	174	14	the	the	DET
iogr-1352	174	15	chemical	chemical	ADJ
iogr-1352	174	16	bonds	bond	NOUN
iogr-1352	174	17	in	in	ADP
iogr-1352	174	18	the	the	DET
iogr-1352	174	19	sample	sample	NOUN
iogr-1352	174	20	.	.	PUNCT
iogr-1352	175	1	the	the	DET
iogr-1352	175	2	presence	presence	NOUN
iogr-1352	175	3	of	of	ADP
iogr-1352	175	4	these	these	DET
iogr-1352	175	5	peaks	peak	NOUN
iogr-1352	175	6	confirms	confirm	VERB
iogr-1352	175	7	the	the	DET
iogr-1352	175	8	silica	silica	NOUN
iogr-1352	175	9	structure	structure	NOUN
iogr-1352	175	10	and	and	CCONJ
iogr-1352	175	11	provides	provide	VERB
iogr-1352	175	12	insights	insight	NOUN
iogr-1352	175	13	into	into	ADP
iogr-1352	175	14	the	the	DET
iogr-1352	175	15	specific	specific	ADJ
iogr-1352	175	16	bonding	bonding	NOUN
iogr-1352	175	17	and	and	CCONJ
iogr-1352	175	18	arrangement	arrangement	NOUN
iogr-1352	175	19	of	of	ADP
iogr-1352	175	20	the	the	DET
iogr-1352	175	21	sio₂	sio₂	PROPN
iogr-1352	175	22	network	network	NOUN
iogr-1352	175	23	in	in	ADP
iogr-1352	175	24	the	the	DET
iogr-1352	175	25	nanoparticles	nanoparticle	NOUN
iogr-1352	175	26	.	.	PUNCT
iogr-1352	176	1	the	the	DET
iogr-1352	176	2	analysis	analysis	NOUN
iogr-1352	176	3	of	of	ADP
iogr-1352	176	4	the	the	DET
iogr-1352	176	5	rheological	rheological	ADJ
iogr-1352	176	6	properties	property	NOUN
iogr-1352	176	7	of	of	ADP
iogr-1352	176	8	the	the	DET
iogr-1352	176	9	samples	sample	NOUN
iogr-1352	176	10	,	,	PUNCT
iogr-1352	176	11	including	include	VERB
iogr-1352	176	12	the	the	DET
iogr-1352	176	13	base	base	NOUN
iogr-1352	176	14	fluid	fluid	NOUN
iogr-1352	176	15	,	,	PUNCT
iogr-1352	176	16	sio₂	sio₂	PROPN
iogr-1352	176	17	nanoparticle	nanoparticle	NOUN
iogr-1352	176	18	suspensions	suspension	NOUN
iogr-1352	176	19	in	in	ADP
iogr-1352	176	20	waterbased	waterbase	VERB
iogr-1352	176	21	mud	mud	NOUN
iogr-1352	176	22	,	,	PUNCT
iogr-1352	176	23	almond	almond	PROPN
iogr-1352	176	24	oil	oil	NOUN
iogr-1352	176	25	-	-	PUNCT
iogr-1352	176	26	based	base	VERB
iogr-1352	176	27	mud	mud	NOUN
iogr-1352	176	28	,	,	PUNCT
iogr-1352	176	29	and	and	CCONJ
iogr-1352	176	30	diesel	diesel	NOUN
iogr-1352	176	31	oilbased	oilbase	VERB
iogr-1352	176	32	mud	mud	NOUN
iogr-1352	176	33	,	,	PUNCT
iogr-1352	176	34	reveals	reveal	VERB
iogr-1352	176	35	significant	significant	ADJ
iogr-1352	176	36	insights	insight	NOUN
iogr-1352	176	37	into	into	ADP
iogr-1352	176	38	their	their	PRON
iogr-1352	176	39	potential	potential	ADJ
iogr-1352	176	40	applications	application	NOUN
iogr-1352	176	41	and	and	CCONJ
iogr-1352	176	42	suitability	suitability	NOUN
iogr-1352	176	43	for	for	ADP
iogr-1352	176	44	various	various	ADJ
iogr-1352	176	45	industrial	industrial	ADJ
iogr-1352	176	46	purposes	purpose	NOUN
iogr-1352	176	47	.	.	PUNCT
iogr-1352	177	1	the	the	DET
iogr-1352	177	2	data	datum	NOUN
iogr-1352	177	3	indicate	indicate	VERB
iogr-1352	177	4	that	that	SCONJ
iogr-1352	177	5	all	all	DET
iogr-1352	177	6	samples	sample	NOUN
iogr-1352	177	7	exhibit	exhibit	VERB
iogr-1352	177	8	shear	shear	NOUN
iogr-1352	177	9	-	-	PUNCT
iogr-1352	177	10	thinning	thin	VERB
iogr-1352	177	11	behavior	behavior	NOUN
iogr-1352	177	12	,	,	PUNCT
iogr-1352	177	13	where	where	SCONJ
iogr-1352	177	14	viscosity	viscosity	NOUN
iogr-1352	177	15	decreases	decrease	VERB
iogr-1352	177	16	with	with	ADP
iogr-1352	177	17	an	an	DET
iogr-1352	177	18	increasing	increase	VERB
iogr-1352	177	19	shear	shear	NOUN
iogr-1352	177	20	rate	rate	NOUN
iogr-1352	177	21	.	.	PUNCT
iogr-1352	178	1	this	this	DET
iogr-1352	178	2	characteristic	characteristic	NOUN
iogr-1352	178	3	is	be	AUX
iogr-1352	178	4	advantageous	advantageous	ADJ
iogr-1352	178	5	for	for	ADP
iogr-1352	178	6	applications	application	NOUN
iogr-1352	178	7	requiring	require	VERB
iogr-1352	178	8	ease	ease	NOUN
iogr-1352	178	9	of	of	ADP
iogr-1352	178	10	pumping	pump	VERB
iogr-1352	178	11	and	and	CCONJ
iogr-1352	178	12	spreading	spread	VERB
iogr-1352	178	13	at	at	ADP
iogr-1352	178	14	high	high	ADJ
iogr-1352	178	15	shear	shear	NOUN
iogr-1352	178	16	rates	rate	NOUN
iogr-1352	178	17	while	while	SCONJ
iogr-1352	178	18	maintaining	maintain	VERB
iogr-1352	178	19	sufficient	sufficient	ADJ
iogr-1352	178	20	thickness	thickness	NOUN
iogr-1352	178	21	at	at	ADP
iogr-1352	178	22	low	low	ADJ
iogr-1352	178	23	shear	shear	NOUN
iogr-1352	178	24	rates	rate	NOUN
iogr-1352	178	25	.	.	PUNCT
iogr-1352	179	1	the	the	DET
iogr-1352	179	2	addition	addition	NOUN
iogr-1352	179	3	of	of	ADP
iogr-1352	179	4	sio₂	sio₂	PROPN
iogr-1352	179	5	nanoparticles	nanoparticle	NOUN
iogr-1352	179	6	to	to	ADP
iogr-1352	179	7	the	the	DET
iogr-1352	179	8	base	base	ADJ
iogr-1352	179	9	fluid	fluid	NOUN
iogr-1352	179	10	generally	generally	ADV
iogr-1352	179	11	increases	increase	VERB
iogr-1352	179	12	its	its	PRON
iogr-1352	179	13	viscosity	viscosity	NOUN
iogr-1352	179	14	,	,	PUNCT
iogr-1352	179	15	with	with	ADP
iogr-1352	179	16	the	the	DET
iogr-1352	179	17	effect	effect	NOUN
iogr-1352	179	18	being	be	AUX
iogr-1352	179	19	more	more	ADV
iogr-1352	179	20	pronounced	pronounce	VERB
iogr-1352	179	21	at	at	ADP
iogr-1352	179	22	higher	high	ADJ
iogr-1352	179	23	concentrations	concentration	NOUN
iogr-1352	179	24	.	.	PUNCT
iogr-1352	180	1	specifically	specifically	ADV
iogr-1352	180	2	,	,	PUNCT
iogr-1352	180	3	at	at	ADP
iogr-1352	180	4	5	5	NUM
iogr-1352	180	5	wt%	wt%	ADJ
iogr-1352	180	6	sio₂	sio₂	PROPN
iogr-1352	180	7	,	,	PUNCT
iogr-1352	180	8	the	the	DET
iogr-1352	180	9	sample	sample	NOUN
iogr-1352	180	10	exhibits	exhibit	VERB
iogr-1352	180	11	the	the	DET
iogr-1352	180	12	highest	high	ADJ
iogr-1352	180	13	viscosity	viscosity	NOUN
iogr-1352	180	14	,	,	PUNCT
iogr-1352	180	15	which	which	PRON
iogr-1352	180	16	could	could	AUX
iogr-1352	180	17	be	be	AUX
iogr-1352	180	18	beneficial	beneficial	ADJ
iogr-1352	180	19	for	for	ADP
iogr-1352	180	20	applications	application	NOUN
iogr-1352	180	21	needing	need	VERB
iogr-1352	180	22	thicker	thick	ADJ
iogr-1352	180	23	lubricants	lubricant	NOUN
iogr-1352	180	24	.	.	PUNCT
iogr-1352	181	1	however	however	ADV
iogr-1352	181	2	,	,	PUNCT
iogr-1352	181	3	beyond	beyond	ADP
iogr-1352	181	4	this	this	DET
iogr-1352	181	5	concentration	concentration	NOUN
iogr-1352	181	6	,	,	PUNCT
iogr-1352	181	7	the	the	DET
iogr-1352	181	8	viscosity	viscosity	NOUN
iogr-1352	181	9	increases	increase	VERB
iogr-1352	181	10	likely	likely	ADJ
iogr-1352	181	11	due	due	ADJ
iogr-1352	181	12	to	to	ADP
iogr-1352	181	13	particle	particle	NOUN
iogr-1352	181	14	-	-	PUNCT
iogr-1352	181	15	particle	particle	NOUN
iogr-1352	181	16	interactions	interaction	NOUN
iogr-1352	181	17	or	or	CCONJ
iogr-1352	181	18	aggregation	aggregation	NOUN
iogr-1352	181	19	,	,	PUNCT
iogr-1352	181	20	suggesting	suggest	VERB
iogr-1352	181	21	an	an	DET
iogr-1352	181	22	optimal	optimal	ADJ
iogr-1352	181	23	concentration	concentration	NOUN
iogr-1352	181	24	threshold	threshold	NOUN
iogr-1352	181	25	for	for	ADP
iogr-1352	181	26	enhancing	enhance	VERB
iogr-1352	181	27	viscosity	viscosity	NOUN
iogr-1352	181	28	without	without	ADP
iogr-1352	181	29	causing	cause	VERB
iogr-1352	181	30	stability	stability	NOUN
iogr-1352	181	31	issues	issue	NOUN
iogr-1352	181	32	.	.	PUNCT
iogr-1352	182	1	from	from	ADP
iogr-1352	182	2	a	a	DET
iogr-1352	182	3	cost	cost	NOUN
iogr-1352	182	4	perspective	perspective	NOUN
iogr-1352	182	5	,	,	PUNCT
iogr-1352	182	6	the	the	DET
iogr-1352	182	7	inclusion	inclusion	NOUN
iogr-1352	182	8	of	of	ADP
iogr-1352	182	9	sio₂	sio₂	PROPN
iogr-1352	182	10	nanoparticles	nanoparticle	NOUN
iogr-1352	182	11	must	must	AUX
iogr-1352	182	12	be	be	AUX
iogr-1352	182	13	carefully	carefully	ADV
iogr-1352	182	14	evaluated	evaluate	VERB
iogr-1352	182	15	.	.	PUNCT
iogr-1352	183	1	while	while	SCONJ
iogr-1352	183	2	nanoparticles	nanoparticle	NOUN
iogr-1352	183	3	can	can	AUX
iogr-1352	183	4	improve	improve	VERB
iogr-1352	183	5	the	the	DET
iogr-1352	183	6	rheological	rheological	ADJ
iogr-1352	183	7	properties	property	NOUN
iogr-1352	183	8	of	of	ADP
iogr-1352	183	9	fluids	fluid	NOUN
iogr-1352	183	10	,	,	PUNCT
iogr-1352	183	11	they	they	PRON
iogr-1352	183	12	also	also	ADV
iogr-1352	183	13	add	add	VERB
iogr-1352	183	14	to	to	ADP
iogr-1352	183	15	the	the	DET
iogr-1352	183	16	overall	overall	ADJ
iogr-1352	183	17	cost	cost	NOUN
iogr-1352	183	18	of	of	ADP
iogr-1352	183	19	the	the	DET
iogr-1352	183	20	formulation	formulation	NOUN
iogr-1352	183	21	.	.	PUNCT
iogr-1352	184	1	the	the	DET
iogr-1352	184	2	price	price	NOUN
iogr-1352	184	3	of	of	ADP
iogr-1352	184	4	sio₂	sio₂	PROPN
iogr-1352	184	5	nanoparticles	nanoparticle	NOUN
iogr-1352	184	6	is	be	AUX
iogr-1352	184	7	relatively	relatively	ADV
iogr-1352	184	8	high	high	ADJ
iogr-1352	184	9	,	,	PUNCT
iogr-1352	184	10	especially	especially	ADV
iogr-1352	184	11	for	for	ADP
iogr-1352	184	12	high	high	ADJ
iogr-1352	184	13	-	-	PUNCT
iogr-1352	184	14	purity	purity	NOUN
iogr-1352	184	15	or	or	CCONJ
iogr-1352	184	16	specially	specially	ADV
iogr-1352	184	17	treated	treat	VERB
iogr-1352	184	18	particles	particle	NOUN
iogr-1352	184	19	.	.	PUNCT
iogr-1352	185	1	thus	thus	ADV
iogr-1352	185	2	,	,	PUNCT
iogr-1352	185	3	the	the	DET
iogr-1352	185	4	cost	cost	NOUN
iogr-1352	185	5	-	-	PUNCT
iogr-1352	185	6	benefit	benefit	NOUN
iogr-1352	185	7	ratio	ratio	NOUN
iogr-1352	185	8	must	must	AUX
iogr-1352	185	9	be	be	AUX
iogr-1352	185	10	assessed	assess	VERB
iogr-1352	185	11	,	,	PUNCT
iogr-1352	185	12	particularly	particularly	ADV
iogr-1352	185	13	in	in	ADP
iogr-1352	185	14	comparison	comparison	NOUN
iogr-1352	185	15	to	to	ADP
iogr-1352	185	16	more	more	ADV
iogr-1352	185	17	readily	readily	ADV
iogr-1352	185	18	available	available	ADJ
iogr-1352	185	19	and	and	CCONJ
iogr-1352	185	20	potentially	potentially	ADV
iogr-1352	185	21	cheaper	cheap	ADJ
iogr-1352	185	22	alternatives	alternative	NOUN
iogr-1352	185	23	like	like	ADP
iogr-1352	185	24	diesel	diesel	NOUN
iogr-1352	185	25	oil	oil	NOUN
iogr-1352	185	26	.	.	PUNCT
iogr-1352	186	1	almond	almond	NOUN
iogr-1352	186	2	oil	oil	NOUN
iogr-1352	186	3	,	,	PUNCT
iogr-1352	186	4	though	though	SCONJ
iogr-1352	186	5	exhibiting	exhibit	VERB
iogr-1352	186	6	higher	high	ADJ
iogr-1352	186	7	viscosity	viscosity	NOUN
iogr-1352	186	8	,	,	PUNCT
iogr-1352	186	9	is	be	AUX
iogr-1352	186	10	more	more	ADV
iogr-1352	186	11	expensive	expensive	ADJ
iogr-1352	186	12	compared	compare	VERB
iogr-1352	186	13	to	to	ADP
iogr-1352	186	14	using	use	VERB
iogr-1352	186	15	diesel	diesel	NOUN
iogr-1352	186	16	oil	oil	NOUN
iogr-1352	186	17	or	or	CCONJ
iogr-1352	186	18	silica	silica	NOUN
iogr-1352	186	19	oxide	oxide	NOUN
iogr-1352	186	20	incorporated	incorporate	VERB
iogr-1352	186	21	water	water	NOUN
iogr-1352	186	22	-	-	PUNCT
iogr-1352	186	23	based	base	VERB
iogr-1352	186	24	mud	mud	NOUN
iogr-1352	186	25	due	due	ADP
iogr-1352	186	26	to	to	ADP
iogr-1352	186	27	its	its	PRON
iogr-1352	186	28	sourcing	sourcing	NOUN
iogr-1352	186	29	and	and	CCONJ
iogr-1352	186	30	production	production	NOUN
iogr-1352	186	31	process	process	NOUN
iogr-1352	186	32	,	,	PUNCT
iogr-1352	186	33	which	which	PRON
iogr-1352	186	34	is	be	AUX
iogr-1352	186	35	typically	typically	ADV
iogr-1352	186	36	more	more	ADV
iogr-1352	186	37	expensive	expensive	ADJ
iogr-1352	186	38	than	than	ADP
iogr-1352	186	39	synthetic	synthetic	ADJ
iogr-1352	186	40	or	or	CCONJ
iogr-1352	186	41	mineral	mineral	NOUN
iogr-1352	186	42	oils	oil	NOUN
iogr-1352	186	43	.	.	PUNCT
iogr-1352	187	1	diesel	diesel	NOUN
iogr-1352	187	2	oil	oil	NOUN
iogr-1352	187	3	,	,	PUNCT
iogr-1352	187	4	while	while	SCONJ
iogr-1352	187	5	providing	provide	VERB
iogr-1352	187	6	high	high	ADJ
iogr-1352	187	7	viscosity	viscosity	NOUN
iogr-1352	187	8	,	,	PUNCT
iogr-1352	187	9	is	be	AUX
iogr-1352	187	10	generally	generally	ADV
iogr-1352	187	11	more	more	ADV
iogr-1352	187	12	affordable	affordable	ADJ
iogr-1352	187	13	and	and	CCONJ
iogr-1352	187	14	widely	widely	ADV
iogr-1352	187	15	available	available	ADJ
iogr-1352	187	16	,	,	PUNCT
iogr-1352	187	17	making	make	VERB
iogr-1352	187	18	it	it	PRON
iogr-1352	187	19	a	a	DET
iogr-1352	187	20	practical	practical	ADJ
iogr-1352	187	21	choice	choice	NOUN
iogr-1352	187	22	for	for	ADP
iogr-1352	187	23	heavy	heavy	ADJ
iogr-1352	187	24	-	-	PUNCT
iogr-1352	187	25	duty	duty	NOUN
iogr-1352	187	26	applications	application	NOUN
iogr-1352	187	27	where	where	SCONJ
iogr-1352	187	28	cost	cost	NOUN
iogr-1352	187	29	constraints	constraint	NOUN
iogr-1352	187	30	are	be	AUX
iogr-1352	187	31	critical	critical	ADJ
iogr-1352	187	32	.	.	PUNCT
iogr-1352	188	1	improved	improve	VERB
iogr-1352	188	2	oil	oil	NOUN
iogr-1352	188	3	and	and	CCONJ
iogr-1352	188	4	gas	gas	NOUN
iogr-1352	188	5	recovery	recovery	NOUN
iogr-1352	188	6	10	10	NUM
iogr-1352	188	7	environmental	environmental	ADJ
iogr-1352	188	8	considerations	consideration	NOUN
iogr-1352	188	9	play	play	VERB
iogr-1352	188	10	a	a	DET
iogr-1352	188	11	crucial	crucial	ADJ
iogr-1352	188	12	role	role	NOUN
iogr-1352	188	13	in	in	ADP
iogr-1352	188	14	selecting	select	VERB
iogr-1352	188	15	suitable	suitable	ADJ
iogr-1352	188	16	fluids	fluid	NOUN
iogr-1352	188	17	for	for	ADP
iogr-1352	188	18	industrial	industrial	ADJ
iogr-1352	188	19	applications	application	NOUN
iogr-1352	188	20	.	.	PUNCT
iogr-1352	189	1	sio₂	sio₂	PROPN
iogr-1352	189	2	nanoparticles	nanoparticle	VERB
iogr-1352	189	3	,	,	PUNCT
iogr-1352	189	4	while	while	SCONJ
iogr-1352	189	5	enhancing	enhance	VERB
iogr-1352	189	6	rheological	rheological	ADJ
iogr-1352	189	7	properties	property	NOUN
iogr-1352	189	8	,	,	PUNCT
iogr-1352	189	9	must	must	AUX
iogr-1352	189	10	be	be	AUX
iogr-1352	189	11	evaluated	evaluate	VERB
iogr-1352	189	12	for	for	ADP
iogr-1352	189	13	their	their	PRON
iogr-1352	189	14	environmental	environmental	ADJ
iogr-1352	189	15	impact	impact	NOUN
iogr-1352	189	16	during	during	ADP
iogr-1352	189	17	production	production	NOUN
iogr-1352	189	18	,	,	PUNCT
iogr-1352	189	19	usage	usage	NOUN
iogr-1352	189	20	,	,	PUNCT
iogr-1352	189	21	and	and	CCONJ
iogr-1352	189	22	disposal	disposal	NOUN
iogr-1352	189	23	.	.	PUNCT
iogr-1352	190	1	nanoparticles	nanoparticle	NOUN
iogr-1352	190	2	can	can	AUX
iogr-1352	190	3	pose	pose	VERB
iogr-1352	190	4	risks	risk	NOUN
iogr-1352	190	5	to	to	ADP
iogr-1352	190	6	ecosystems	ecosystem	NOUN
iogr-1352	190	7	if	if	SCONJ
iogr-1352	190	8	not	not	PART
iogr-1352	190	9	managed	manage	VERB
iogr-1352	190	10	properly	properly	ADV
iogr-1352	190	11	,	,	PUNCT
iogr-1352	190	12	necessitating	necessitate	VERB
iogr-1352	190	13	the	the	DET
iogr-1352	190	14	implementation	implementation	NOUN
iogr-1352	190	15	of	of	ADP
iogr-1352	190	16	stringent	stringent	ADJ
iogr-1352	190	17	environmental	environmental	ADJ
iogr-1352	190	18	and	and	CCONJ
iogr-1352	190	19	safety	safety	NOUN
iogr-1352	190	20	protocols	protocol	NOUN
iogr-1352	190	21	.	.	PUNCT
iogr-1352	191	1	almond	almond	NOUN
iogr-1352	191	2	oil	oil	NOUN
iogr-1352	191	3	,	,	PUNCT
iogr-1352	191	4	being	be	AUX
iogr-1352	191	5	a	a	DET
iogr-1352	191	6	natural	natural	ADJ
iogr-1352	191	7	and	and	CCONJ
iogr-1352	191	8	biodegradable	biodegradable	ADJ
iogr-1352	191	9	product	product	NOUN
iogr-1352	191	10	,	,	PUNCT
iogr-1352	191	11	offers	offer	VERB
iogr-1352	191	12	a	a	DET
iogr-1352	191	13	more	more	ADV
iogr-1352	191	14	environmentally	environmentally	ADV
iogr-1352	191	15	friendly	friendly	ADJ
iogr-1352	191	16	alternative	alternative	NOUN
iogr-1352	191	17	,	,	PUNCT
iogr-1352	191	18	though	though	SCONJ
iogr-1352	191	19	its	its	PRON
iogr-1352	191	20	production	production	NOUN
iogr-1352	191	21	must	must	AUX
iogr-1352	191	22	be	be	AUX
iogr-1352	191	23	sustainable	sustainable	ADJ
iogr-1352	191	24	to	to	PART
iogr-1352	191	25	avoid	avoid	VERB
iogr-1352	191	26	negative	negative	ADJ
iogr-1352	191	27	ecological	ecological	ADJ
iogr-1352	191	28	impacts	impact	NOUN
iogr-1352	191	29	.	.	PUNCT
iogr-1352	192	1	diesel	diesel	NOUN
iogr-1352	192	2	oil	oil	NOUN
iogr-1352	192	3	,	,	PUNCT
iogr-1352	192	4	despite	despite	SCONJ
iogr-1352	192	5	its	its	PRON
iogr-1352	192	6	effectiveness	effectiveness	NOUN
iogr-1352	192	7	and	and	CCONJ
iogr-1352	192	8	low	low	ADJ
iogr-1352	192	9	cost	cost	NOUN
iogr-1352	192	10	,	,	PUNCT
iogr-1352	192	11	poses	pose	VERB
iogr-1352	192	12	significant	significant	ADJ
iogr-1352	192	13	environmental	environmental	ADJ
iogr-1352	192	14	concerns	concern	NOUN
iogr-1352	192	15	due	due	ADP
iogr-1352	192	16	to	to	ADP
iogr-1352	192	17	its	its	PRON
iogr-1352	192	18	petroleum	petroleum	NOUN
iogr-1352	192	19	-	-	PUNCT
iogr-1352	192	20	based	base	VERB
iogr-1352	192	21	nature	nature	NOUN
iogr-1352	192	22	and	and	CCONJ
iogr-1352	192	23	associated	associated	ADJ
iogr-1352	192	24	pollution	pollution	NOUN
iogr-1352	192	25	risks	risk	NOUN
iogr-1352	192	26	.	.	PUNCT
iogr-1352	193	1	therefore	therefore	ADV
iogr-1352	193	2	,	,	PUNCT
iogr-1352	193	3	its	its	PRON
iogr-1352	193	4	use	use	NOUN
iogr-1352	193	5	should	should	AUX
iogr-1352	193	6	be	be	AUX
iogr-1352	193	7	carefully	carefully	ADV
iogr-1352	193	8	managed	manage	VERB
iogr-1352	193	9	to	to	PART
iogr-1352	193	10	minimize	minimize	VERB
iogr-1352	193	11	environmental	environmental	ADJ
iogr-1352	193	12	damage	damage	NOUN
iogr-1352	193	13	,	,	PUNCT
iogr-1352	193	14	and	and	CCONJ
iogr-1352	193	15	alternatives	alternative	NOUN
iogr-1352	193	16	should	should	AUX
iogr-1352	193	17	be	be	AUX
iogr-1352	193	18	considered	consider	VERB
iogr-1352	193	19	where	where	SCONJ
iogr-1352	193	20	feasible	feasible	ADJ
iogr-1352	193	21	.	.	PUNCT
iogr-1352	194	1	the	the	DET
iogr-1352	194	2	choice	choice	NOUN
iogr-1352	194	3	of	of	ADP
iogr-1352	194	4	fluid	fluid	NOUN
iogr-1352	194	5	should	should	AUX
iogr-1352	194	6	balance	balance	VERB
iogr-1352	194	7	rheological	rheological	ADJ
iogr-1352	194	8	performance	performance	NOUN
iogr-1352	194	9	,	,	PUNCT
iogr-1352	194	10	cost	cost	NOUN
iogr-1352	194	11	-	-	PUNCT
iogr-1352	194	12	efficiency	efficiency	NOUN
iogr-1352	194	13	,	,	PUNCT
iogr-1352	194	14	and	and	CCONJ
iogr-1352	194	15	environmental	environmental	ADJ
iogr-1352	194	16	impact	impact	NOUN
iogr-1352	194	17	.	.	PUNCT
iogr-1352	195	1	sio₂	sio₂	PROPN
iogr-1352	195	2	nanoparticles	nanoparticle	NOUN
iogr-1352	195	3	can	can	AUX
iogr-1352	195	4	enhance	enhance	VERB
iogr-1352	195	5	viscosity	viscosity	NOUN
iogr-1352	195	6	but	but	CCONJ
iogr-1352	195	7	come	come	VERB
iogr-1352	195	8	with	with	ADP
iogr-1352	195	9	higher	high	ADJ
iogr-1352	195	10	costs	cost	NOUN
iogr-1352	195	11	and	and	CCONJ
iogr-1352	195	12	environmental	environmental	ADJ
iogr-1352	195	13	considerations	consideration	NOUN
iogr-1352	195	14	.	.	PUNCT
iogr-1352	196	1	almond	almond	NOUN
iogr-1352	196	2	oil	oil	NOUN
iogr-1352	196	3	provides	provide	VERB
iogr-1352	196	4	a	a	DET
iogr-1352	196	5	natural	natural	ADJ
iogr-1352	196	6	and	and	CCONJ
iogr-1352	196	7	biodegradable	biodegradable	ADJ
iogr-1352	196	8	option	option	NOUN
iogr-1352	196	9	but	but	CCONJ
iogr-1352	196	10	at	at	ADP
iogr-1352	196	11	a	a	DET
iogr-1352	196	12	higher	high	ADJ
iogr-1352	196	13	price	price	NOUN
iogr-1352	196	14	,	,	PUNCT
iogr-1352	196	15	while	while	SCONJ
iogr-1352	196	16	diesel	diesel	NOUN
iogr-1352	196	17	oil	oil	NOUN
iogr-1352	196	18	,	,	PUNCT
iogr-1352	196	19	despite	despite	SCONJ
iogr-1352	196	20	its	its	PRON
iogr-1352	196	21	cost	cost	NOUN
iogr-1352	196	22	-	-	PUNCT
iogr-1352	196	23	effectiveness	effectiveness	NOUN
iogr-1352	196	24	,	,	PUNCT
iogr-1352	196	25	raises	raise	VERB
iogr-1352	196	26	significant	significant	ADJ
iogr-1352	196	27	environmental	environmental	ADJ
iogr-1352	196	28	concerns	concern	NOUN
iogr-1352	196	29	.	.	PUNCT
iogr-1352	197	1	the	the	DET
iogr-1352	197	2	decision	decision	NOUN
iogr-1352	197	3	should	should	AUX
iogr-1352	197	4	align	align	VERB
iogr-1352	197	5	with	with	ADP
iogr-1352	197	6	the	the	DET
iogr-1352	197	7	specific	specific	ADJ
iogr-1352	197	8	requirements	requirement	NOUN
iogr-1352	197	9	of	of	ADP
iogr-1352	197	10	the	the	DET
iogr-1352	197	11	application	application	NOUN
iogr-1352	197	12	,	,	PUNCT
iogr-1352	197	13	budget	budget	NOUN
iogr-1352	197	14	constraints	constraint	NOUN
iogr-1352	197	15	,	,	PUNCT
iogr-1352	197	16	and	and	CCONJ
iogr-1352	197	17	sustainability	sustainability	NOUN
iogr-1352	197	18	goals	goal	NOUN
iogr-1352	197	19	.	.	PUNCT
iogr-1352	198	1	conclusions	conclusion	NOUN
iogr-1352	198	2	this	this	DET
iogr-1352	198	3	study	study	NOUN
iogr-1352	198	4	presents	present	VERB
iogr-1352	198	5	a	a	DET
iogr-1352	198	6	comprehensive	comprehensive	ADJ
iogr-1352	198	7	comparative	comparative	ADJ
iogr-1352	198	8	analysis	analysis	NOUN
iogr-1352	198	9	of	of	ADP
iogr-1352	198	10	the	the	DET
iogr-1352	198	11	rheological	rheological	ADJ
iogr-1352	198	12	properties	property	NOUN
iogr-1352	198	13	of	of	ADP
iogr-1352	198	14	formulated	formulated	ADJ
iogr-1352	198	15	water	water	NOUN
iogr-1352	198	16	-	-	PUNCT
iogr-1352	198	17	based	base	VERB
iogr-1352	198	18	mud	mud	NOUN
iogr-1352	198	19	(	(	PUNCT
iogr-1352	198	20	wbm	wbm	PROPN
iogr-1352	198	21	)	)	PUNCT
iogr-1352	198	22	enhanced	enhance	VERB
iogr-1352	198	23	with	with	ADP
iogr-1352	198	24	sio₂	sio₂	PROPN
iogr-1352	198	25	nanoparticles	nanoparticle	NOUN
iogr-1352	198	26	and	and	CCONJ
iogr-1352	198	27	oil	oil	NOUN
iogr-1352	198	28	-	-	PUNCT
iogr-1352	198	29	based	base	VERB
iogr-1352	198	30	mud	mud	NOUN
iogr-1352	198	31	(	(	PUNCT
iogr-1352	198	32	obm	obm	PROPN
iogr-1352	198	33	)	)	PUNCT
iogr-1352	198	34	using	use	VERB
iogr-1352	198	35	almond	almond	ADJ
iogr-1352	198	36	oil	oil	NOUN
iogr-1352	198	37	under	under	ADP
iogr-1352	198	38	high	high	ADJ
iogr-1352	198	39	-	-	PUNCT
iogr-1352	198	40	pressure	pressure	NOUN
iogr-1352	198	41	high	high	ADJ
iogr-1352	198	42	-	-	PUNCT
iogr-1352	198	43	temperature	temperature	NOUN
iogr-1352	198	44	(	(	PUNCT
iogr-1352	198	45	hpht	hpht	NOUN
iogr-1352	198	46	)	)	PUNCT
iogr-1352	198	47	conditions	condition	NOUN
iogr-1352	198	48	.	.	PUNCT
iogr-1352	199	1	the	the	DET
iogr-1352	199	2	primary	primary	ADJ
iogr-1352	199	3	objective	objective	NOUN
iogr-1352	199	4	was	be	AUX
iogr-1352	199	5	to	to	PART
iogr-1352	199	6	investigate	investigate	VERB
iogr-1352	199	7	the	the	DET
iogr-1352	199	8	effect	effect	NOUN
iogr-1352	199	9	of	of	ADP
iogr-1352	199	10	sio₂	sio₂	PROPN
iogr-1352	199	11	nanoparticles	nanoparticle	NOUN
iogr-1352	199	12	on	on	ADP
iogr-1352	199	13	the	the	DET
iogr-1352	199	14	rheological	rheological	ADJ
iogr-1352	199	15	behavior	behavior	NOUN
iogr-1352	199	16	of	of	ADP
iogr-1352	199	17	wbm	wbm	PROPN
iogr-1352	199	18	and	and	CCONJ
iogr-1352	199	19	compare	compare	VERB
iogr-1352	199	20	it	it	PRON
iogr-1352	199	21	with	with	ADP
iogr-1352	199	22	obm	obm	PROPN
iogr-1352	199	23	,	,	PUNCT
iogr-1352	199	24	specifically	specifically	ADV
iogr-1352	199	25	almond	almond	NOUN
iogr-1352	199	26	oil	oil	NOUN
iogr-1352	199	27	-	-	PUNCT
iogr-1352	199	28	based	base	VERB
iogr-1352	199	29	mud	mud	NOUN
iogr-1352	199	30	,	,	PUNCT
iogr-1352	199	31	to	to	PART
iogr-1352	199	32	determine	determine	VERB
iogr-1352	199	33	their	their	PRON
iogr-1352	199	34	suitability	suitability	NOUN
iogr-1352	199	35	for	for	ADP
iogr-1352	199	36	hpht	hpht	NOUN
iogr-1352	199	37	drilling	drilling	NOUN
iogr-1352	199	38	applications	application	NOUN
iogr-1352	199	39	.	.	PUNCT
iogr-1352	200	1	the	the	DET
iogr-1352	200	2	rheological	rheological	ADJ
iogr-1352	200	3	analysis	analysis	NOUN
iogr-1352	200	4	revealed	reveal	VERB
iogr-1352	200	5	that	that	SCONJ
iogr-1352	200	6	both	both	PRON
iogr-1352	200	7	nanoparticle	nanoparticle	NOUN
iogr-1352	200	8	-	-	PUNCT
iogr-1352	200	9	enhanced	enhance	VERB
iogr-1352	200	10	wbms	wbms	NOUN
iogr-1352	200	11	and	and	CCONJ
iogr-1352	200	12	almond	almond	PROPN
iogr-1352	200	13	oil	oil	NOUN
iogr-1352	200	14	-	-	PUNCT
iogr-1352	200	15	based	base	VERB
iogr-1352	200	16	obms	obms	NOUN
iogr-1352	200	17	exhibit	exhibit	VERB
iogr-1352	200	18	shear	shear	NOUN
iogr-1352	200	19	-	-	PUNCT
iogr-1352	200	20	thinning	thin	VERB
iogr-1352	200	21	behavior	behavior	NOUN
iogr-1352	200	22	,	,	PUNCT
iogr-1352	200	23	characterized	characterize	VERB
iogr-1352	200	24	by	by	ADP
iogr-1352	200	25	a	a	DET
iogr-1352	200	26	decrease	decrease	NOUN
iogr-1352	200	27	in	in	ADP
iogr-1352	200	28	viscosity	viscosity	NOUN
iogr-1352	200	29	with	with	ADP
iogr-1352	200	30	increasing	increase	VERB
iogr-1352	200	31	shear	shear	NOUN
iogr-1352	200	32	rate	rate	NOUN
iogr-1352	200	33	.	.	PUNCT
iogr-1352	201	1	this	this	DET
iogr-1352	201	2	property	property	NOUN
iogr-1352	201	3	is	be	AUX
iogr-1352	201	4	crucial	crucial	ADJ
iogr-1352	201	5	for	for	ADP
iogr-1352	201	6	effective	effective	ADJ
iogr-1352	201	7	mud	mud	NOUN
iogr-1352	201	8	circulation	circulation	NOUN
iogr-1352	201	9	during	during	ADP
iogr-1352	201	10	drilling	drilling	NOUN
iogr-1352	201	11	operations	operation	NOUN
iogr-1352	201	12	.	.	PUNCT
iogr-1352	202	1	the	the	DET
iogr-1352	202	2	inclusion	inclusion	NOUN
iogr-1352	202	3	of	of	ADP
iogr-1352	202	4	sio₂	sio₂	PROPN
iogr-1352	202	5	nanoparticles	nanoparticle	NOUN
iogr-1352	202	6	in	in	ADP
iogr-1352	202	7	the	the	DET
iogr-1352	202	8	wbm	wbm	PROPN
iogr-1352	202	9	significantly	significantly	ADV
iogr-1352	202	10	altered	alter	VERB
iogr-1352	202	11	its	its	PRON
iogr-1352	202	12	viscosity	viscosity	NOUN
iogr-1352	202	13	,	,	PUNCT
iogr-1352	202	14	with	with	ADP
iogr-1352	202	15	higher	high	ADJ
iogr-1352	202	16	concentrations	concentration	NOUN
iogr-1352	202	17	(	(	PUNCT
iogr-1352	202	18	up	up	ADP
iogr-1352	202	19	to	to	PART
iogr-1352	202	20	5	5	NUM
iogr-1352	202	21	wt%	wt%	NUM
iogr-1352	202	22	)	)	PUNCT
iogr-1352	202	23	resulting	result	VERB
iogr-1352	202	24	in	in	ADP
iogr-1352	202	25	notable	notable	ADJ
iogr-1352	202	26	increases	increase	NOUN
iogr-1352	202	27	in	in	ADP
iogr-1352	202	28	viscosity	viscosity	NOUN
iogr-1352	202	29	.	.	PUNCT
iogr-1352	203	1	however	however	ADV
iogr-1352	203	2	,	,	PUNCT
iogr-1352	203	3	the	the	DET
iogr-1352	203	4	increase	increase	NOUN
iogr-1352	203	5	in	in	ADP
iogr-1352	203	6	viscosity	viscosity	NOUN
iogr-1352	203	7	plateaued	plateaue	VERB
iogr-1352	203	8	beyond	beyond	ADP
iogr-1352	203	9	this	this	DET
iogr-1352	203	10	concentration	concentration	NOUN
iogr-1352	203	11	,	,	PUNCT
iogr-1352	203	12	likely	likely	ADJ
iogr-1352	203	13	due	due	ADP
iogr-1352	203	14	to	to	ADP
iogr-1352	203	15	particle	particle	NOUN
iogr-1352	203	16	aggregation	aggregation	NOUN
iogr-1352	203	17	or	or	CCONJ
iogr-1352	203	18	saturation	saturation	NOUN
iogr-1352	203	19	effects	effect	NOUN
iogr-1352	203	20	.	.	PUNCT
iogr-1352	204	1	almond	almond	NOUN
iogr-1352	204	2	oil	oil	NOUN
iogr-1352	204	3	-	-	PUNCT
iogr-1352	204	4	based	base	VERB
iogr-1352	204	5	obm	obm	PROPN
iogr-1352	204	6	demonstrated	demonstrate	VERB
iogr-1352	204	7	higher	high	ADJ
iogr-1352	204	8	viscosity	viscosity	NOUN
iogr-1352	204	9	across	across	ADP
iogr-1352	204	10	all	all	DET
iogr-1352	204	11	shear	shear	NOUN
iogr-1352	204	12	rates	rate	NOUN
iogr-1352	204	13	compared	compare	VERB
iogr-1352	204	14	to	to	ADP
iogr-1352	204	15	the	the	DET
iogr-1352	204	16	base	base	NOUN
iogr-1352	204	17	fluid	fluid	NOUN
iogr-1352	204	18	and	and	CCONJ
iogr-1352	204	19	sio₂enhanced	sio₂enhanced	PROPN
iogr-1352	204	20	wbm	wbm	PROPN
iogr-1352	204	21	.	.	PUNCT
iogr-1352	205	1	this	this	PRON
iogr-1352	205	2	suggests	suggest	VERB
iogr-1352	205	3	that	that	SCONJ
iogr-1352	205	4	almond	almond	NOUN
iogr-1352	205	5	oil	oil	NOUN
iogr-1352	205	6	could	could	AUX
iogr-1352	205	7	provide	provide	VERB
iogr-1352	205	8	better	well	ADJ
iogr-1352	205	9	hole	hole	NOUN
iogr-1352	205	10	cleaning	cleaning	NOUN
iogr-1352	205	11	and	and	CCONJ
iogr-1352	205	12	cuttings	cutting	NOUN
iogr-1352	205	13	suspension	suspension	NOUN
iogr-1352	205	14	,	,	PUNCT
iogr-1352	205	15	particularly	particularly	ADV
iogr-1352	205	16	in	in	ADP
iogr-1352	205	17	low	low	ADJ
iogr-1352	205	18	shear	shear	NOUN
iogr-1352	205	19	rate	rate	NOUN
iogr-1352	205	20	conditions	condition	NOUN
iogr-1352	205	21	common	common	ADJ
iogr-1352	205	22	in	in	ADP
iogr-1352	205	23	deep	deep	ADJ
iogr-1352	205	24	well	well	ADV
iogr-1352	205	25	drilling	drill	VERB
iogr-1352	205	26	.	.	PUNCT
iogr-1352	206	1	despite	despite	SCONJ
iogr-1352	206	2	this	this	PRON
iogr-1352	206	3	,	,	PUNCT
iogr-1352	206	4	the	the	DET
iogr-1352	206	5	cost	cost	NOUN
iogr-1352	206	6	and	and	CCONJ
iogr-1352	206	7	environmental	environmental	ADJ
iogr-1352	206	8	considerations	consideration	NOUN
iogr-1352	206	9	associated	associate	VERB
iogr-1352	206	10	with	with	ADP
iogr-1352	206	11	almond	almond	NOUN
iogr-1352	206	12	oil	oil	NOUN
iogr-1352	206	13	and	and	CCONJ
iogr-1352	206	14	sio₂	sio₂	PROPN
iogr-1352	206	15	nanoparticles	nanoparticle	NOUN
iogr-1352	206	16	must	must	AUX
iogr-1352	206	17	be	be	AUX
iogr-1352	206	18	factored	factor	VERB
iogr-1352	206	19	into	into	ADP
iogr-1352	206	20	their	their	PRON
iogr-1352	206	21	practical	practical	ADJ
iogr-1352	206	22	application	application	NOUN
iogr-1352	206	23	.	.	PUNCT
iogr-1352	207	1	in	in	ADP
iogr-1352	207	2	summary	summary	NOUN
iogr-1352	207	3	,	,	PUNCT
iogr-1352	207	4	the	the	DET
iogr-1352	207	5	study	study	NOUN
iogr-1352	207	6	concludes	conclude	VERB
iogr-1352	207	7	that	that	SCONJ
iogr-1352	207	8	while	while	SCONJ
iogr-1352	207	9	sio₂	sio₂	PROPN
iogr-1352	207	10	nanoparticles	nanoparticle	VERB
iogr-1352	207	11	effectively	effectively	ADV
iogr-1352	207	12	enhance	enhance	VERB
iogr-1352	207	13	the	the	DET
iogr-1352	207	14	viscosity	viscosity	NOUN
iogr-1352	207	15	of	of	ADP
iogr-1352	207	16	wbm	wbm	PROPN
iogr-1352	207	17	,	,	PUNCT
iogr-1352	207	18	the	the	DET
iogr-1352	207	19	optimal	optimal	ADJ
iogr-1352	207	20	concentration	concentration	NOUN
iogr-1352	207	21	must	must	AUX
iogr-1352	207	22	be	be	AUX
iogr-1352	207	23	carefully	carefully	ADV
iogr-1352	207	24	controlled	control	VERB
iogr-1352	207	25	to	to	PART
iogr-1352	207	26	avoid	avoid	VERB
iogr-1352	207	27	stability	stability	NOUN
iogr-1352	207	28	issues	issue	NOUN
iogr-1352	207	29	.	.	PUNCT
iogr-1352	208	1	almond	almond	NOUN
iogr-1352	208	2	oil	oil	NOUN
iogr-1352	208	3	based	base	VERB
iogr-1352	208	4	obm	obm	PROPN
iogr-1352	208	5	,	,	PUNCT
iogr-1352	208	6	although	although	SCONJ
iogr-1352	208	7	exhibiting	exhibit	VERB
iogr-1352	208	8	superior	superior	ADJ
iogr-1352	208	9	rheological	rheological	ADJ
iogr-1352	208	10	properties	property	NOUN
iogr-1352	208	11	,	,	PUNCT
iogr-1352	208	12	requires	require	VERB
iogr-1352	208	13	careful	careful	ADJ
iogr-1352	208	14	cost	cost	NOUN
iogr-1352	208	15	and	and	CCONJ
iogr-1352	208	16	environmental	environmental	ADJ
iogr-1352	208	17	impact	impact	NOUN
iogr-1352	208	18	assessments	assessment	NOUN
iogr-1352	208	19	.	.	PUNCT
iogr-1352	209	1	recommendations	recommendation	NOUN
iogr-1352	209	2	based	base	VERB
iogr-1352	209	3	on	on	ADP
iogr-1352	209	4	this	this	DET
iogr-1352	209	5	study	study	NOUN
iogr-1352	209	6	,	,	PUNCT
iogr-1352	209	7	the	the	DET
iogr-1352	209	8	following	follow	VERB
iogr-1352	209	9	recommendations	recommendation	NOUN
iogr-1352	209	10	are	be	AUX
iogr-1352	209	11	proposed	propose	VERB
iogr-1352	209	12	:	:	PUNCT
iogr-1352	210	1	1	1	X
iogr-1352	210	2	.	.	X
iogr-1352	210	3	it	it	PRON
iogr-1352	210	4	is	be	AUX
iogr-1352	210	5	recommended	recommend	VERB
iogr-1352	210	6	to	to	PART
iogr-1352	210	7	use	use	VERB
iogr-1352	210	8	sio₂	sio₂	PROPN
iogr-1352	210	9	nanoparticles	nanoparticle	NOUN
iogr-1352	210	10	at	at	ADP
iogr-1352	210	11	an	an	DET
iogr-1352	210	12	optimal	optimal	ADJ
iogr-1352	210	13	concentration	concentration	NOUN
iogr-1352	210	14	of	of	ADP
iogr-1352	210	15	around	around	ADV
iogr-1352	210	16	5	5	NUM
iogr-1352	210	17	wt%	wt%	ADJ
iogr-1352	210	18	in	in	ADP
iogr-1352	210	19	wbm	wbm	PROPN
iogr-1352	210	20	.	.	PUNCT
iogr-1352	211	1	this	this	DET
iogr-1352	211	2	concentration	concentration	NOUN
iogr-1352	211	3	maximizes	maximize	VERB
iogr-1352	211	4	viscosity	viscosity	NOUN
iogr-1352	211	5	enhancement	enhancement	NOUN
iogr-1352	211	6	without	without	ADP
iogr-1352	211	7	causing	cause	VERB
iogr-1352	211	8	significant	significant	ADJ
iogr-1352	211	9	particle	particle	NOUN
iogr-1352	211	10	aggregation	aggregation	NOUN
iogr-1352	211	11	or	or	CCONJ
iogr-1352	211	12	stability	stability	NOUN
iogr-1352	211	13	issues	issue	NOUN
iogr-1352	211	14	.	.	PUNCT
iogr-1352	212	1	2	2	X
iogr-1352	212	2	.	.	X
iogr-1352	212	3	conduct	conduct	VERB
iogr-1352	212	4	a	a	DET
iogr-1352	212	5	thorough	thorough	ADJ
iogr-1352	212	6	cost	cost	NOUN
iogr-1352	212	7	-	-	PUNCT
iogr-1352	212	8	benefit	benefit	NOUN
iogr-1352	212	9	analysis	analysis	NOUN
iogr-1352	212	10	when	when	SCONJ
iogr-1352	212	11	considering	consider	VERB
iogr-1352	212	12	the	the	DET
iogr-1352	212	13	use	use	NOUN
iogr-1352	212	14	of	of	ADP
iogr-1352	212	15	sio₂	sio₂	PROPN
iogr-1352	212	16	nanoparticles	nanoparticle	NOUN
iogr-1352	212	17	and	and	CCONJ
iogr-1352	212	18	almond	almond	NOUN
iogr-1352	212	19	oil	oil	NOUN
iogr-1352	212	20	for	for	ADP
iogr-1352	212	21	mud	mud	NOUN
iogr-1352	212	22	formulation	formulation	NOUN
iogr-1352	212	23	.	.	PUNCT
iogr-1352	213	1	while	while	SCONJ
iogr-1352	213	2	nanoparticles	nanoparticle	NOUN
iogr-1352	213	3	improve	improve	VERB
iogr-1352	213	4	rheological	rheological	ADJ
iogr-1352	213	5	properties	property	NOUN
iogr-1352	213	6	,	,	PUNCT
iogr-1352	213	7	their	their	PRON
iogr-1352	213	8	cost	cost	NOUN
iogr-1352	213	9	must	must	AUX
iogr-1352	213	10	be	be	AUX
iogr-1352	213	11	justified	justify	VERB
iogr-1352	213	12	by	by	ADP
iogr-1352	213	13	the	the	DET
iogr-1352	213	14	performance	performance	NOUN
iogr-1352	213	15	benefits	benefit	NOUN
iogr-1352	213	16	they	they	PRON
iogr-1352	213	17	offer	offer	VERB
iogr-1352	213	18	.	.	PUNCT
iogr-1352	214	1	similarly	similarly	ADV
iogr-1352	214	2	,	,	PUNCT
iogr-1352	214	3	the	the	DET
iogr-1352	214	4	use	use	NOUN
iogr-1352	214	5	of	of	ADP
iogr-1352	214	6	almond	almond	NOUN
iogr-1352	214	7	oil	oil	NOUN
iogr-1352	214	8	should	should	AUX
iogr-1352	214	9	be	be	AUX
iogr-1352	214	10	evaluated	evaluate	VERB
iogr-1352	214	11	for	for	ADP
iogr-1352	214	12	its	its	PRON
iogr-1352	214	13	overall	overall	ADJ
iogr-1352	214	14	cost	cost	NOUN
iogr-1352	214	15	implications	implication	NOUN
iogr-1352	214	16	,	,	PUNCT
iogr-1352	214	17	especially	especially	ADV
iogr-1352	214	18	in	in	ADP
iogr-1352	214	19	large	large	ADJ
iogr-1352	214	20	-	-	PUNCT
iogr-1352	214	21	scale	scale	NOUN
iogr-1352	214	22	drilling	drilling	NOUN
iogr-1352	214	23	operations	operation	NOUN
iogr-1352	214	24	.	.	PUNCT
iogr-1352	215	1	3	3	X
iogr-1352	215	2	.	.	X
iogr-1352	215	3	implement	implement	VERB
iogr-1352	215	4	stringent	stringent	ADJ
iogr-1352	215	5	environmental	environmental	ADJ
iogr-1352	215	6	impact	impact	NOUN
iogr-1352	215	7	assessments	assessment	NOUN
iogr-1352	215	8	for	for	ADP
iogr-1352	215	9	the	the	DET
iogr-1352	215	10	use	use	NOUN
iogr-1352	215	11	of	of	ADP
iogr-1352	215	12	sio₂	sio₂	PROPN
iogr-1352	215	13	nanoparticles	nanoparticle	NOUN
iogr-1352	215	14	and	and	CCONJ
iogr-1352	215	15	almond	almond	NOUN
iogr-1352	215	16	oil	oil	NOUN
iogr-1352	215	17	in	in	ADP
iogr-1352	215	18	drilling	drilling	NOUN
iogr-1352	215	19	fluids	fluid	NOUN
iogr-1352	215	20	.	.	PUNCT
iogr-1352	216	1	ensure	ensure	VERB
iogr-1352	216	2	that	that	SCONJ
iogr-1352	216	3	the	the	DET
iogr-1352	216	4	production	production	NOUN
iogr-1352	216	5	,	,	PUNCT
iogr-1352	216	6	usage	usage	NOUN
iogr-1352	216	7	,	,	PUNCT
iogr-1352	216	8	and	and	CCONJ
iogr-1352	216	9	disposal	disposal	NOUN
iogr-1352	216	10	of	of	ADP
iogr-1352	216	11	these	these	DET
iogr-1352	216	12	materials	material	NOUN
iogr-1352	216	13	adhere	adhere	VERB
iogr-1352	216	14	to	to	ADP
iogr-1352	216	15	environmental	environmental	ADJ
iogr-1352	216	16	improved	improved	ADJ
iogr-1352	216	17	oil	oil	NOUN
iogr-1352	216	18	and	and	CCONJ
iogr-1352	216	19	gas	gas	NOUN
iogr-1352	216	20	recovery	recovery	NOUN
iogr-1352	216	21	11	11	NUM
iogr-1352	216	22	regulations	regulation	NOUN
iogr-1352	216	23	and	and	CCONJ
iogr-1352	216	24	minimize	minimize	VERB
iogr-1352	216	25	ecological	ecological	ADJ
iogr-1352	216	26	risks	risk	NOUN
iogr-1352	216	27	.	.	PUNCT
iogr-1352	217	1	explore	explore	VERB
iogr-1352	217	2	the	the	DET
iogr-1352	217	3	development	development	NOUN
iogr-1352	217	4	of	of	ADP
iogr-1352	217	5	biodegradable	biodegradable	ADJ
iogr-1352	217	6	and	and	CCONJ
iogr-1352	217	7	environmentally	environmentally	ADV
iogr-1352	217	8	friendly	friendly	ADJ
iogr-1352	217	9	alternatives	alternative	NOUN
iogr-1352	217	10	to	to	ADP
iogr-1352	217	11	conventional	conventional	ADJ
iogr-1352	217	12	drilling	drilling	NOUN
iogr-1352	217	13	fluids	fluid	NOUN
iogr-1352	217	14	,	,	PUNCT
iogr-1352	217	15	aiming	aim	VERB
iogr-1352	217	16	to	to	PART
iogr-1352	217	17	reduce	reduce	VERB
iogr-1352	217	18	the	the	DET
iogr-1352	217	19	ecological	ecological	ADJ
iogr-1352	217	20	footprint	footprint	NOUN
iogr-1352	217	21	of	of	ADP
iogr-1352	217	22	drilling	drilling	NOUN
iogr-1352	217	23	operations	operation	NOUN
iogr-1352	217	24	.	.	PUNCT
iogr-1352	218	1	4	4	X
iogr-1352	218	2	.	.	X
iogr-1352	218	3	for	for	ADP
iogr-1352	218	4	future	future	ADJ
iogr-1352	218	5	research	research	NOUN
iogr-1352	218	6	purposes	purpose	NOUN
iogr-1352	218	7	,	,	PUNCT
iogr-1352	218	8	extend	extend	VERB
iogr-1352	218	9	the	the	DET
iogr-1352	218	10	research	research	NOUN
iogr-1352	218	11	to	to	PART
iogr-1352	218	12	evaluate	evaluate	VERB
iogr-1352	218	13	the	the	DET
iogr-1352	218	14	long	long	ADJ
iogr-1352	218	15	-	-	PUNCT
iogr-1352	218	16	term	term	NOUN
iogr-1352	218	17	stability	stability	NOUN
iogr-1352	218	18	and	and	CCONJ
iogr-1352	218	19	performance	performance	NOUN
iogr-1352	218	20	of	of	ADP
iogr-1352	218	21	sio₂enhanced	sio₂enhanced	PROPN
iogr-1352	218	22	wbms	wbms	NOUN
iogr-1352	218	23	and	and	CCONJ
iogr-1352	218	24	almond	almond	PROPN
iogr-1352	218	25	oil	oil	NOUN
iogr-1352	218	26	-	-	PUNCT
iogr-1352	218	27	based	base	VERB
iogr-1352	218	28	obms	obms	NOUN
iogr-1352	218	29	under	under	ADP
iogr-1352	218	30	varying	vary	VERB
iogr-1352	218	31	hpht	hpht	NOUN
iogr-1352	218	32	conditions	condition	NOUN
iogr-1352	218	33	.	.	PUNCT
iogr-1352	219	1	investigate	investigate	VERB
iogr-1352	219	2	the	the	DET
iogr-1352	219	3	interaction	interaction	NOUN
iogr-1352	219	4	mechanisms	mechanism	NOUN
iogr-1352	219	5	of	of	ADP
iogr-1352	219	6	nanoparticles	nanoparticle	NOUN
iogr-1352	219	7	at	at	ADP
iogr-1352	219	8	higher	high	ADJ
iogr-1352	219	9	concentrations	concentration	NOUN
iogr-1352	219	10	to	to	PART
iogr-1352	219	11	optimize	optimize	VERB
iogr-1352	219	12	their	their	PRON
iogr-1352	219	13	dispersion	dispersion	NOUN
iogr-1352	219	14	and	and	CCONJ
iogr-1352	219	15	effectiveness	effectiveness	NOUN
iogr-1352	219	16	.	.	PUNCT
iogr-1352	220	1	explore	explore	VERB
iogr-1352	220	2	the	the	DET
iogr-1352	220	3	potential	potential	NOUN
iogr-1352	220	4	of	of	ADP
iogr-1352	220	5	other	other	ADJ
iogr-1352	220	6	nanoparticles	nanoparticle	NOUN
iogr-1352	220	7	and	and	CCONJ
iogr-1352	220	8	natural	natural	ADJ
iogr-1352	220	9	oils	oil	NOUN
iogr-1352	220	10	to	to	PART
iogr-1352	220	11	further	far	ADV
iogr-1352	220	12	enhance	enhance	VERB
iogr-1352	220	13	the	the	DET
iogr-1352	220	14	rheological	rheological	ADJ
iogr-1352	220	15	properties	property	NOUN
iogr-1352	220	16	of	of	ADP
iogr-1352	220	17	drilling	drilling	NOUN
iogr-1352	220	18	muds	mud	NOUN
iogr-1352	220	19	,	,	PUNCT
iogr-1352	220	20	aiming	aim	VERB
iogr-1352	220	21	for	for	ADP
iogr-1352	220	22	improved	improved	ADJ
iogr-1352	220	23	performance	performance	NOUN
iogr-1352	220	24	and	and	CCONJ
iogr-1352	220	25	sustainability	sustainability	NOUN
iogr-1352	220	26	.	.	PUNCT
iogr-1352	221	1	5	5	X
iogr-1352	221	2	.	.	X
iogr-1352	221	3	conduct	conduct	NOUN
iogr-1352	221	4	field	field	NOUN
iogr-1352	221	5	analysis	analysis	NOUN
iogr-1352	221	6	to	to	PART
iogr-1352	221	7	validate	validate	VERB
iogr-1352	221	8	the	the	DET
iogr-1352	221	9	laboratory	laboratory	NOUN
iogr-1352	221	10	findings	finding	NOUN
iogr-1352	221	11	and	and	CCONJ
iogr-1352	221	12	assess	assess	VERB
iogr-1352	221	13	the	the	DET
iogr-1352	221	14	practical	practical	ADJ
iogr-1352	221	15	performance	performance	NOUN
iogr-1352	221	16	of	of	ADP
iogr-1352	221	17	sio₂enhanced	sio₂enhanced	PROPN
iogr-1352	221	18	wbms	wbms	NOUN
iogr-1352	221	19	and	and	CCONJ
iogr-1352	221	20	almond	almond	PROPN
iogr-1352	221	21	oil	oil	NOUN
iogr-1352	221	22	-	-	PUNCT
iogr-1352	221	23	based	base	VERB
iogr-1352	221	24	obms	obms	NOUN
iogr-1352	221	25	in	in	ADP
iogr-1352	221	26	real	real	ADJ
iogr-1352	221	27	drilling	drilling	NOUN
iogr-1352	221	28	scenarios	scenario	NOUN
iogr-1352	221	29	.	.	PUNCT
iogr-1352	222	1	field	field	NOUN
iogr-1352	222	2	trials	trial	NOUN
iogr-1352	222	3	will	will	AUX
iogr-1352	222	4	provide	provide	VERB
iogr-1352	222	5	critical	critical	ADJ
iogr-1352	222	6	data	datum	NOUN
iogr-1352	222	7	on	on	ADP
iogr-1352	222	8	the	the	DET
iogr-1352	222	9	operational	operational	ADJ
iogr-1352	222	10	feasibility	feasibility	NOUN
iogr-1352	222	11	and	and	CCONJ
iogr-1352	222	12	economic	economic	ADJ
iogr-1352	222	13	viability	viability	NOUN
iogr-1352	222	14	of	of	ADP
iogr-1352	222	15	these	these	DET
iogr-1352	222	16	formulations	formulation	NOUN
iogr-1352	222	17	.	.	PUNCT
iogr-1352	223	1	conflicting	conflict	VERB
iogr-1352	223	2	interests	interest	NOUN
iogr-1352	223	3	the	the	DET
iogr-1352	223	4	author(s	author(s	NOUN
iogr-1352	223	5	)	)	PUNCT
iogr-1352	223	6	declare	declare	VERB
iogr-1352	223	7	that	that	SCONJ
iogr-1352	223	8	they	they	PRON
iogr-1352	223	9	have	have	VERB
iogr-1352	223	10	no	no	DET
iogr-1352	223	11	conflicting	conflict	VERB
iogr-1352	223	12	interests	interest	NOUN
iogr-1352	223	13	.	.	PUNCT
iogr-1352	224	1	refereneces	referenece	NOUN
iogr-1352	224	2	agwu	agwu	PROPN
iogr-1352	224	3	,	,	PUNCT
iogr-1352	224	4	o.	o.	PROPN
iogr-1352	224	5	e.	e.	PROPN
iogr-1352	224	6	,	,	PUNCT
iogr-1352	224	7	akpabio	akpabio	PROPN
iogr-1352	224	8	,	,	PUNCT
iogr-1352	224	9	j.	j.	PROPN
iogr-1352	224	10	u.	u.	PROPN
iogr-1352	224	11	,	,	PUNCT
iogr-1352	224	12	ekpenyong	ekpenyong	PROPN
iogr-1352	224	13	,	,	PUNCT
iogr-1352	224	14	m.	m.	PROPN
iogr-1352	224	15	e.	e.	PROPN
iogr-1352	224	16	,	,	PUNCT
iogr-1352	224	17	et	et	PROPN
iogr-1352	224	18	al	al	PROPN
iogr-1352	224	19	.	.	PROPN
iogr-1352	224	20	2021	2021	NUM
iogr-1352	224	21	.	.	PUNCT
iogr-1352	225	1	a	a	DET
iogr-1352	225	2	critical	critical	ADJ
iogr-1352	225	3	review	review	NOUN
iogr-1352	225	4	of	of	ADP
iogr-1352	225	5	drilling	drill	VERB
iogr-1352	225	6	mud	mud	NOUN
iogr-1352	225	7	rheological	rheological	ADJ
iogr-1352	225	8	models	model	NOUN
iogr-1352	225	9	.	.	PUNCT
iogr-1352	226	1	journal	journal	NOUN
iogr-1352	226	2	of	of	ADP
iogr-1352	226	3	petroleum	petroleum	NOUN
iogr-1352	226	4	science	science	NOUN
iogr-1352	226	5	and	and	CCONJ
iogr-1352	226	6	engineering	engineering	NOUN
iogr-1352	226	7	203(1):108659	203(1):108659	NUM
iogr-1352	226	8	.	.	PUNCT
iogr-1352	227	1	almotasim	almotasim	NOUN
iogr-1352	227	2	,	,	PUNCT
iogr-1352	227	3	a.	a.	PROPN
iogr-1352	227	4	k.	k.	PROPN
iogr-1352	227	5	,	,	PUNCT
iogr-1352	227	6	chala	chala	PROPN
iogr-1352	227	7	,	,	PUNCT
iogr-1352	227	8	g.t	g.t	PROPN
iogr-1352	227	9	.	.	PROPN
iogr-1352	227	10	,	,	PUNCT
iogr-1352	227	11	and	and	CCONJ
iogr-1352	227	12	alkalbani	alkalbani	NOUN
iogr-1352	227	13	,	,	PUNCT
iogr-1352	227	14	g.	g.	PROPN
iogr-1352	227	15	t.	t.	PROPN
iogr-1352	227	16	2023	2023	NUM
iogr-1352	227	17	.	.	PUNCT
iogr-1352	228	1	experimental	experimental	ADJ
iogr-1352	228	2	investigation	investigation	NOUN
iogr-1352	228	3	of	of	ADP
iogr-1352	228	4	the	the	DET
iogr-1352	228	5	rheological	rheological	ADJ
iogr-1352	228	6	properties	property	NOUN
iogr-1352	228	7	of	of	ADP
iogr-1352	228	8	water	water	NOUN
iogr-1352	228	9	base	base	NOUN
iogr-1352	228	10	mud	mud	NOUN
iogr-1352	228	11	with	with	ADP
iogr-1352	228	12	silica	silica	NOUN
iogr-1352	228	13	nanoparticles	nanoparticle	NOUN
iogr-1352	228	14	for	for	ADP
iogr-1352	228	15	deep	deep	ADJ
iogr-1352	228	16	well	well	NOUN
iogr-1352	228	17	application	application	NOUN
iogr-1352	228	18	.	.	PUNCT
iogr-1352	229	1	ain	ain	PROPN
iogr-1352	229	2	shams	sham	VERB
iogr-1352	229	3	engineering	engineering	NOUN
iogr-1352	229	4	journal	journal	NOUN
iogr-1352	229	5	14(10	14(10	NUM
iogr-1352	229	6	):	):	PUNCT
iogr-1352	229	7	102147	102147	NUM
iogr-1352	229	8	.	.	PUNCT
iogr-1352	230	1	ananwe	ananwe	PROPN
iogr-1352	230	2	,	,	PUNCT
iogr-1352	230	3	a.l	a.l	PROPN
iogr-1352	230	4	.	.	PROPN
iogr-1352	230	5	,	,	PUNCT
iogr-1352	230	6	efeovbokhan	efeovbokhan	PROPN
iogr-1352	230	7	,	,	PUNCT
iogr-1352	230	8	v.e	v.e	PROPN
iogr-1352	230	9	,	,	PUNCT
iogr-1352	230	10	ayoola	ayoola	PROPN
iogr-1352	230	11	a.a	a.a	PROPN
iogr-1352	230	12	.	.	PROPN
iogr-1352	230	13	,	,	PUNCT
iogr-1352	230	14	et	et	PROPN
iogr-1352	230	15	al	al	PROPN
iogr-1352	230	16	.	.	PROPN
iogr-1352	230	17	2014	2014	NUM
iogr-1352	230	18	.	.	PUNCT
iogr-1352	231	1	investigating	investigate	VERB
iogr-1352	231	2	alternatives	alternative	NOUN
iogr-1352	231	3	to	to	ADP
iogr-1352	231	4	diesel	diesel	NOUN
iogr-1352	231	5	in	in	ADP
iogr-1352	231	6	oil	oil	NOUN
iogr-1352	231	7	based	base	VERB
iogr-1352	231	8	drilling	drilling	NOUN
iogr-1352	231	9	mud	mud	NOUN
iogr-1352	231	10	formulations	formulation	NOUN
iogr-1352	231	11	used	use	VERB
iogr-1352	231	12	in	in	ADP
iogr-1352	231	13	the	the	DET
iogr-1352	231	14	oil	oil	NOUN
iogr-1352	231	15	industry	industry	NOUN
iogr-1352	231	16	.	.	PUNCT
iogr-1352	232	1	journal	journal	PROPN
iogr-1352	232	2	of	of	ADP
iogr-1352	232	3	environment	environment	NOUN
iogr-1352	232	4	and	and	CCONJ
iogr-1352	232	5	earth	earth	NOUN
iogr-1352	232	6	science	science	NOUN
iogr-1352	232	7	4(14):1	4(14):1	PROPN
iogr-1352	232	8	-	-	SYM
iogr-1352	232	9	12	12	NUM
iogr-1352	232	10	.	.	PUNCT
iogr-1352	233	1	chikwe	chikwe	PROPN
iogr-1352	233	2	,	,	PUNCT
iogr-1352	233	3	a.o	a.o	PROPN
iogr-1352	233	4	.	.	PROPN
iogr-1352	233	5	,	,	PUNCT
iogr-1352	233	6	onuh	onuh	PROPN
iogr-1352	233	7	,	,	PUNCT
iogr-1352	233	8	c.h	c.h	PROPN
iogr-1352	233	9	.	.	PROPN
iogr-1352	233	10	,	,	PUNCT
iogr-1352	233	11	ajugwe	ajugwe	PROPN
iogr-1352	233	12	,	,	PUNCT
iogr-1352	233	13	u.j	u.j	PROPN
iogr-1352	233	14	.	.	PROPN
iogr-1352	233	15	,	,	PUNCT
iogr-1352	233	16	et	et	PROPN
iogr-1352	233	17	al	al	PROPN
iogr-1352	233	18	.	.	PROPN
iogr-1352	233	19	2019	2019	NUM
iogr-1352	233	20	.	.	PUNCT
iogr-1352	234	1	development	development	NOUN
iogr-1352	234	2	of	of	ADP
iogr-1352	234	3	environmentally	environmentally	ADV
iogr-1352	234	4	friendly	friendly	ADJ
iogr-1352	234	5	oil	oil	NOUN
iogr-1352	234	6	based	base	VERB
iogr-1352	234	7	mud	mud	NOUN
iogr-1352	234	8	using	use	VERB
iogr-1352	234	9	almond	almond	NOUN
iogr-1352	234	10	oil	oil	NOUN
iogr-1352	234	11	,	,	PUNCT
iogr-1352	234	12	castor	castor	NOUN
iogr-1352	234	13	oil	oil	NOUN
iogr-1352	234	14	and	and	CCONJ
iogr-1352	234	15	groundnut	groundnut	NOUN
iogr-1352	234	16	oil	oil	NOUN
iogr-1352	234	17	.	.	PUNCT
iogr-1352	235	1	american	american	PROPN
iogr-1352	235	2	journal	journal	PROPN
iogr-1352	235	3	of	of	ADP
iogr-1352	235	4	engineering	engineering	NOUN
iogr-1352	235	5	research	research	NOUN
iogr-1352	235	6	4(2	4(2	NUM
iogr-1352	235	7	):	):	PUNCT
iogr-1352	235	8	88	88	NUM
iogr-1352	235	9	-	-	SYM
iogr-1352	235	10	98	98	NUM
iogr-1352	235	11	.	.	PUNCT
iogr-1352	236	1	hassani	hassani	PROPN
iogr-1352	236	2	,	,	PUNCT
iogr-1352	236	3	s.s	s.s	PROPN
iogr-1352	236	4	.	.	PROPN
iogr-1352	236	5	,	,	PUNCT
iogr-1352	236	6	amrollahi	amrollahi	PROPN
iogr-1352	236	7	,	,	PUNCT
iogr-1352	236	8	a.	a.	NOUN
iogr-1352	236	9	,	,	PUNCT
iogr-1352	236	10	rashidi	rashidi	NOUN
iogr-1352	236	11	,	,	PUNCT
iogr-1352	236	12	a.	a.	PROPN
iogr-1352	236	13	,	,	PUNCT
iogr-1352	236	14	et	et	PROPN
iogr-1352	236	15	al	al	PROPN
iogr-1352	236	16	.	.	PROPN
iogr-1352	236	17	,	,	PUNCT
iogr-1352	236	18	2016	2016	NUM
iogr-1352	236	19	.	.	PUNCT
iogr-1352	237	1	the	the	DET
iogr-1352	237	2	effect	effect	NOUN
iogr-1352	237	3	of	of	ADP
iogr-1352	237	4	nanoparticles	nanoparticle	NOUN
iogr-1352	237	5	on	on	ADP
iogr-1352	237	6	the	the	DET
iogr-1352	237	7	heat	heat	NOUN
iogr-1352	237	8	transfer	transfer	NOUN
iogr-1352	237	9	properties	property	NOUN
iogr-1352	237	10	of	of	ADP
iogr-1352	237	11	drilling	drilling	NOUN
iogr-1352	237	12	fluids	fluid	NOUN
iogr-1352	237	13	.	.	PUNCT
iogr-1352	238	1	j.	j.	PROPN
iogr-1352	238	2	pet	pet	PROPN
iogr-1352	238	3	.	.	PUNCT
iogr-1352	239	1	sci	sci	PROPN
iogr-1352	239	2	.	.	PUNCT
iogr-1352	240	1	eng	eng	PROPN
iogr-1352	240	2	.	.	PROPN
iogr-1352	241	1	146	146	NUM
iogr-1352	241	2	:	:	SYM
iogr-1352	241	3	183	183	NUM
iogr-1352	241	4	-	-	SYM
iogr-1352	241	5	190	190	NUM
iogr-1352	241	6	.	.	PUNCT
iogr-1352	242	1	khodja	khodja	PROPN
iogr-1352	242	2	,	,	PUNCT
iogr-1352	242	3	m.	m.	NOUN
iogr-1352	242	4	k.s	k.s	PROPN
iogr-1352	242	5	.	.	PROPN
iogr-1352	242	6	2010	2010	NUM
iogr-1352	242	7	.	.	PUNCT
iogr-1352	243	1	drilling	drilling	NOUN
iogr-1352	243	2	fluid	fluid	ADJ
iogr-1352	243	3	technology	technology	NOUN
iogr-1352	243	4	:	:	PUNCT
iogr-1352	243	5	performances	performance	NOUN
iogr-1352	243	6	and	and	CCONJ
iogr-1352	243	7	environmental	environmental	ADJ
iogr-1352	243	8	considerations	consideration	NOUN
iogr-1352	243	9	.	.	PUNCT
iogr-1352	244	1	r&d	r&d	NOUN
iogr-1352	244	2	to	to	ADP
iogr-1352	244	3	final	final	ADJ
iogr-1352	244	4	solutions	solution	NOUN
iogr-1352	244	5	5(2	5(2	NUM
iogr-1352	244	6	):	):	PUNCT
iogr-1352	244	7	227	227	NUM
iogr-1352	244	8	-	-	SYM
iogr-1352	244	9	256	256	NUM
iogr-1352	244	10	.	.	PUNCT
iogr-1352	245	1	vishnyakov	vishnyakov	PROPN
iogr-1352	245	2	,	,	PUNCT
iogr-1352	245	3	v.	v.	PROPN
iogr-1352	245	4	,	,	PUNCT
iogr-1352	245	5	suleimanov	suleimanov	PROPN
iogr-1352	245	6	,	,	PUNCT
iogr-1352	245	7	b.	b.	PROPN
iogr-1352	245	8	,	,	PUNCT
iogr-1352	245	9	salmanov	salmanov	PROPN
iogr-1352	245	10	a.	a.	NOUN
iogr-1352	245	11	et	et	PROPN
iogr-1352	245	12	al	al	PROPN
iogr-1352	245	13	.	.	PROPN
iogr-1352	245	14	2020	2020	NUM
iogr-1352	245	15	.	.	PUNCT
iogr-1352	246	1	introduction	introduction	NOUN
iogr-1352	246	2	to	to	ADP
iogr-1352	246	3	well	well	PROPN
iogr-1352	246	4	technology	technology	NOUN
iogr-1352	246	5	,	,	PUNCT
iogr-1352	246	6	primer	primer	NOUN
iogr-1352	246	7	on	on	ADP
iogr-1352	246	8	enhanced	enhanced	ADJ
iogr-1352	246	9	oil	oil	NOUN
iogr-1352	246	10	recovery	recovery	NOUN
iogr-1352	246	11	.	.	PUNCT
iogr-1352	247	1	houstion	houstion	NOUN
iogr-1352	247	2	,	,	PUNCT
iogr-1352	247	3	usa	usa	PROPN
iogr-1352	247	4	:	:	PUNCT
iogr-1352	247	5	gulf	gulf	PROPN
iogr-1352	247	6	professional	professional	ADJ
iogr-1352	247	7	publishing	publishing	NOUN
iogr-1352	247	8	.	.	PUNCT
iogr-1352	248	1	christian	christian	PROPN
iogr-1352	248	2	emelu	emelu	PROPN
iogr-1352	248	3	okalla	okalla	PROPN
iogr-1352	248	4	is	be	AUX
iogr-1352	248	5	a	a	DET
iogr-1352	248	6	technologist	technologist	NOUN
iogr-1352	248	7	and	and	CCONJ
iogr-1352	248	8	researcher	researcher	NOUN
iogr-1352	248	9	at	at	ADP
iogr-1352	248	10	the	the	DET
iogr-1352	248	11	department	department	NOUN
iogr-1352	248	12	of	of	ADP
iogr-1352	248	13	petroleum	petroleum	NOUN
iogr-1352	248	14	engineering	engineering	NOUN
iogr-1352	248	15	,	,	PUNCT
iogr-1352	248	16	federal	federal	ADJ
iogr-1352	248	17	university	university	PROPN
iogr-1352	248	18	of	of	ADP
iogr-1352	248	19	technology	technology	PROPN
iogr-1352	248	20	owerri	owerri	PROPN
iogr-1352	248	21	,	,	PUNCT
iogr-1352	248	22	owerri	owerri	PROPN
iogr-1352	248	23	,	,	PUNCT
iogr-1352	248	24	nigeria	nigeria	PROPN
iogr-1352	248	25	.	.	PUNCT
iogr-1352	249	1	he	he	PRON
iogr-1352	249	2	holds	hold	VERB
iogr-1352	249	3	both	both	CCONJ
iogr-1352	249	4	b.eng	b.eng	PROPN
iogr-1352	249	5	and	and	CCONJ
iogr-1352	249	6	m.eng	m.eng	PROPN
iogr-1352	249	7	in	in	ADP
iogr-1352	249	8	petroleum	petroleum	NOUN
iogr-1352	249	9	engineering	engineering	NOUN
iogr-1352	249	10	from	from	ADP
iogr-1352	249	11	the	the	DET
iogr-1352	249	12	federal	federal	ADJ
iogr-1352	249	13	university	university	PROPN
iogr-1352	249	14	of	of	ADP
iogr-1352	249	15	technology	technology	PROPN
iogr-1352	249	16	owerri	owerri	PROPN
iogr-1352	249	17	,	,	PUNCT
iogr-1352	249	18	imo	imo	PROPN
iogr-1352	249	19	state	state	PROPN
iogr-1352	249	20	,	,	PUNCT
iogr-1352	249	21	nigeria	nigeria	PROPN
iogr-1352	249	22	.	.	PUNCT
iogr-1352	250	1	his	his	PRON
iogr-1352	250	2	research	research	NOUN
iogr-1352	250	3	interests	interest	NOUN
iogr-1352	250	4	are	be	AUX
iogr-1352	250	5	in	in	ADP
iogr-1352	250	6	drilling	drilling	NOUN
iogr-1352	250	7	,	,	PUNCT
iogr-1352	250	8	production	production	NOUN
iogr-1352	250	9	,	,	PUNCT
iogr-1352	250	10	natural	natural	ADJ
iogr-1352	250	11	gas	gas	NOUN
iogr-1352	250	12	,	,	PUNCT
iogr-1352	250	13	and	and	CCONJ
iogr-1352	250	14	reservoir	reservoir	PROPN
iogr-1352	250	15	simulation	simulation	NOUN
iogr-1352	250	16	.	.	PUNCT