id	sid	tid	token	lemma	pos
ijassa-578	1	1	paper	paper	NOUN
ijassa-578	1	2	title	title	NOUN
ijassa-578	1	3	(	(	PUNCT
ijassa-578	1	4	use	use	NOUN
ijassa-578	1	5	style	style	NOUN
ijassa-578	1	6	:	:	PUNCT
ijassa-578	1	7	paper	paper	NOUN
ijassa-578	1	8	title	title	NOUN
ijassa-578	1	9	)	)	PUNCT
ijassa-578	1	10	adv	adv	PROPN
ijassa-578	1	11	syst	syst	PROPN
ijassa-578	1	12	sci	sci	PROPN
ijassa-578	1	13	appl	appl	PROPN
ijassa-578	1	14	2018	2018	NUM
ijassa-578	1	15	;	;	PUNCT
ijassa-578	1	16	02	02	NUM
ijassa-578	1	17	;	;	PUNCT
ijassa-578	1	18	59	59	NUM
ijassa-578	1	19	-	-	SYM
ijassa-578	1	20	62	62	NUM
ijassa-578	1	21	published	publish	VERB
ijassa-578	1	22	online	online	ADV
ijassa-578	1	23	at	at	ADP
ijassa-578	1	24	http://ijassa.ipu.ru/index.php/ijassa/article/view/578	http://ijassa.ipu.ru/index.php/ijassa/article/view/578	PROPN
ijassa-578	1	25	.	.	PUNCT
ijassa-578	2	1	specifics	specific	NOUN
ijassa-578	2	2	of	of	ADP
ijassa-578	2	3	long	long	ADJ
ijassa-578	2	4	-	-	PUNCT
ijassa-578	2	5	term	term	NOUN
ijassa-578	2	6	forecasting	forecasting	NOUN
ijassa-578	2	7	for	for	ADP
ijassa-578	2	8	global	global	ADJ
ijassa-578	2	9	gas	gas	NOUN
ijassa-578	2	10	markets	market	NOUN
ijassa-578	2	11	vyacheslav	vyacheslav	NOUN
ijassa-578	2	12	kulagin1	kulagin1	NOUN
ijassa-578	2	13	,	,	PUNCT
ijassa-578	2	14	*	*	PUNCT
ijassa-578	2	15	,	,	PUNCT
ijassa-578	2	16	anna	anna	PROPN
ijassa-578	2	17	galkina1	galkina1	NOUN
ijassa-578	2	18	1	1	NUM
ijassa-578	2	19	)	)	PUNCT
ijassa-578	2	20	department	department	NOUN
ijassa-578	2	21	of	of	ADP
ijassa-578	2	22	world	world	NOUN
ijassa-578	2	23	and	and	CCONJ
ijassa-578	2	24	russian	russian	ADJ
ijassa-578	2	25	energy	energy	NOUN
ijassa-578	2	26	complex	complex	ADJ
ijassa-578	2	27	research	research	NOUN
ijassa-578	2	28	energy	energy	NOUN
ijassa-578	2	29	research	research	PROPN
ijassa-578	2	30	institute	institute	PROPN
ijassa-578	2	31	of	of	ADP
ijassa-578	2	32	the	the	DET
ijassa-578	2	33	russian	russian	PROPN
ijassa-578	2	34	academy	academy	PROPN
ijassa-578	2	35	of	of	ADP
ijassa-578	2	36	sciences	sciences	PROPN
ijassa-578	2	37	moscow	moscow	PROPN
ijassa-578	2	38	,	,	PUNCT
ijassa-578	2	39	russia	russia	PROPN
ijassa-578	2	40	abstract	abstract	NOUN
ijassa-578	2	41	:	:	PUNCT
ijassa-578	2	42	the	the	DET
ijassa-578	2	43	article	article	NOUN
ijassa-578	2	44	presents	present	VERB
ijassa-578	2	45	a	a	DET
ijassa-578	2	46	methodology	methodology	NOUN
ijassa-578	2	47	for	for	ADP
ijassa-578	2	48	developing	develop	VERB
ijassa-578	2	49	long	long	ADJ
ijassa-578	2	50	-	-	PUNCT
ijassa-578	2	51	term	term	NOUN
ijassa-578	2	52	forecasts	forecast	NOUN
ijassa-578	2	53	for	for	ADP
ijassa-578	2	54	global	global	ADJ
ijassa-578	2	55	gas	gas	NOUN
ijassa-578	2	56	markets	market	NOUN
ijassa-578	2	57	using	use	VERB
ijassa-578	2	58	optimization	optimization	NOUN
ijassa-578	2	59	modeling	modeling	NOUN
ijassa-578	2	60	.	.	PUNCT
ijassa-578	3	1	this	this	DET
ijassa-578	3	2	approach	approach	NOUN
ijassa-578	3	3	can	can	AUX
ijassa-578	3	4	be	be	AUX
ijassa-578	3	5	effectively	effectively	ADV
ijassa-578	3	6	used	use	VERB
ijassa-578	3	7	for	for	ADP
ijassa-578	3	8	an	an	DET
ijassa-578	3	9	integrated	integrated	ADJ
ijassa-578	3	10	analysis	analysis	NOUN
ijassa-578	3	11	of	of	ADP
ijassa-578	3	12	the	the	DET
ijassa-578	3	13	global	global	ADJ
ijassa-578	3	14	gas	gas	NOUN
ijassa-578	3	15	market	market	NOUN
ijassa-578	3	16	conjuncture	conjuncture	NOUN
ijassa-578	3	17	,	,	PUNCT
ijassa-578	3	18	and	and	CCONJ
ijassa-578	3	19	assessment	assessment	NOUN
ijassa-578	3	20	of	of	ADP
ijassa-578	3	21	management	management	NOUN
ijassa-578	3	22	decisions	decision	NOUN
ijassa-578	3	23	in	in	ADP
ijassa-578	3	24	the	the	DET
ijassa-578	3	25	gas	gas	NOUN
ijassa-578	3	26	industry	industry	NOUN
ijassa-578	3	27	in	in	ADP
ijassa-578	3	28	both	both	CCONJ
ijassa-578	3	29	the	the	DET
ijassa-578	3	30	short	short	ADJ
ijassa-578	3	31	and	and	CCONJ
ijassa-578	3	32	long	long	ADJ
ijassa-578	3	33	term	term	NOUN
ijassa-578	3	34	.	.	PUNCT
ijassa-578	4	1	keywords	keyword	NOUN
ijassa-578	4	2	:	:	PUNCT
ijassa-578	4	3	gas	gas	NOUN
ijassa-578	4	4	market	market	NOUN
ijassa-578	4	5	;	;	PUNCT
ijassa-578	4	6	modeling	modeling	NOUN
ijassa-578	4	7	;	;	PUNCT
ijassa-578	4	8	forecast	forecast	NOUN
ijassa-578	4	9	;	;	PUNCT
ijassa-578	4	10	demand	demand	NOUN
ijassa-578	4	11	;	;	PUNCT
ijassa-578	4	12	production	production	NOUN
ijassa-578	4	13	;	;	PUNCT
ijassa-578	4	14	prices	price	NOUN
ijassa-578	4	15	1	1	NUM
ijassa-578	4	16	.	.	PUNCT
ijassa-578	5	1	introduction	introduction	NOUN
ijassa-578	5	2	the	the	DET
ijassa-578	5	3	article	article	NOUN
ijassa-578	5	4	covers	cover	VERB
ijassa-578	5	5	the	the	DET
ijassa-578	5	6	specifics	specific	NOUN
ijassa-578	5	7	of	of	ADP
ijassa-578	5	8	forecasting	forecasting	NOUN
ijassa-578	5	9	for	for	ADP
ijassa-578	5	10	global	global	ADJ
ijassa-578	5	11	markets	market	NOUN
ijassa-578	5	12	employing	employ	VERB
ijassa-578	5	13	optimization	optimization	NOUN
ijassa-578	5	14	models	model	NOUN
ijassa-578	5	15	.	.	PUNCT
ijassa-578	6	1	these	these	DET
ijassa-578	6	2	models	model	NOUN
ijassa-578	6	3	are	be	AUX
ijassa-578	6	4	based	base	VERB
ijassa-578	6	5	on	on	ADP
ijassa-578	6	6	the	the	DET
ijassa-578	6	7	principle	principle	NOUN
ijassa-578	6	8	of	of	ADP
ijassa-578	6	9	the	the	DET
ijassa-578	6	10	monge	monge	PROPN
ijassa-578	6	11	-	-	PUNCT
ijassa-578	6	12	kantorovich	kantorovich	PROPN
ijassa-578	6	13	problem	problem	NOUN
ijassa-578	6	14	of	of	ADP
ijassa-578	6	15	large	large	ADJ
ijassa-578	6	16	dimension	dimension	NOUN
ijassa-578	6	17	,	,	PUNCT
ijassa-578	6	18	in	in	ADP
ijassa-578	6	19	which	which	PRON
ijassa-578	6	20	the	the	DET
ijassa-578	6	21	world	world	NOUN
ijassa-578	6	22	’s	’s	PART
ijassa-578	6	23	total	total	ADJ
ijassa-578	6	24	costs	cost	NOUN
ijassa-578	6	25	of	of	ADP
ijassa-578	6	26	satisfying	satisfy	VERB
ijassa-578	6	27	the	the	DET
ijassa-578	6	28	global	global	ADJ
ijassa-578	6	29	gas	gas	NOUN
ijassa-578	6	30	demand	demand	NOUN
ijassa-578	6	31	are	be	AUX
ijassa-578	6	32	minimized	minimize	VERB
ijassa-578	6	33	:	:	PUNCT
ijassa-578	6	34	𝑓(𝑥	𝑓(𝑥	NOUN
ijassa-578	6	35	)	)	PUNCT
ijassa-578	6	36	→	→	SYM
ijassa-578	6	37	𝑚𝑖𝑛	𝑚𝑖𝑛	NOUN
ijassa-578	6	38	where	where	SCONJ
ijassa-578	6	39	𝑓(𝑥	𝑓(𝑥	NOUN
ijassa-578	6	40	)	)	PUNCT
ijassa-578	6	41	stands	stand	VERB
ijassa-578	6	42	for	for	ADP
ijassa-578	6	43	the	the	DET
ijassa-578	6	44	total	total	ADJ
ijassa-578	6	45	global	global	ADJ
ijassa-578	6	46	costs	cost	NOUN
ijassa-578	6	47	of	of	ADP
ijassa-578	6	48	gas	gas	NOUN
ijassa-578	6	49	production	production	NOUN
ijassa-578	6	50	,	,	PUNCT
ijassa-578	6	51	including	include	VERB
ijassa-578	6	52	taxes	taxis	NOUN
ijassa-578	6	53	,	,	PUNCT
ijassa-578	6	54	global	global	ADJ
ijassa-578	6	55	transportation	transportation	NOUN
ijassa-578	6	56	costs	cost	NOUN
ijassa-578	6	57	,	,	PUNCT
ijassa-578	6	58	gas	gas	NOUN
ijassa-578	6	59	storage	storage	NOUN
ijassa-578	6	60	,	,	PUNCT
ijassa-578	6	61	as	as	ADV
ijassa-578	6	62	well	well	ADV
ijassa-578	6	63	as	as	ADP
ijassa-578	6	64	liquefaction	liquefaction	NOUN
ijassa-578	6	65	and	and	CCONJ
ijassa-578	6	66	regasification	regasification	NOUN
ijassa-578	6	67	in	in	ADP
ijassa-578	6	68	the	the	DET
ijassa-578	6	69	case	case	NOUN
ijassa-578	6	70	of	of	ADP
ijassa-578	6	71	lng	lng	PROPN
ijassa-578	6	72	transportation	transportation	NOUN
ijassa-578	6	73	.	.	PUNCT
ijassa-578	7	1	2	2	X
ijassa-578	7	2	.	.	X
ijassa-578	7	3	input	input	NOUN
ijassa-578	7	4	and	and	CCONJ
ijassa-578	7	5	output	output	NOUN
ijassa-578	7	6	parameters	parameter	NOUN
ijassa-578	7	7	in	in	ADP
ijassa-578	7	8	forecasting	forecasting	NOUN
ijassa-578	7	9	of	of	ADP
ijassa-578	7	10	world	world	NOUN
ijassa-578	7	11	gas	gas	NOUN
ijassa-578	7	12	markets	market	NOUN
ijassa-578	7	13	development	development	VERB
ijassa-578	7	14	the	the	DET
ijassa-578	7	15	main	main	ADJ
ijassa-578	7	16	results	result	NOUN
ijassa-578	7	17	of	of	ADP
ijassa-578	7	18	calculations	calculation	NOUN
ijassa-578	7	19	in	in	ADP
ijassa-578	7	20	regarded	regard	VERB
ijassa-578	7	21	optimization	optimization	NOUN
ijassa-578	7	22	models	model	NOUN
ijassa-578	7	23	are	be	AUX
ijassa-578	7	24	the	the	DET
ijassa-578	7	25	optimal	optimal	ADJ
ijassa-578	7	26	volumes	volume	NOUN
ijassa-578	7	27	of	of	ADP
ijassa-578	7	28	global	global	ADJ
ijassa-578	7	29	gas	gas	NOUN
ijassa-578	7	30	trade	trade	NOUN
ijassa-578	7	31	by	by	ADP
ijassa-578	7	32	route	route	NOUN
ijassa-578	7	33	,	,	PUNCT
ijassa-578	7	34	production	production	NOUN
ijassa-578	7	35	by	by	ADP
ijassa-578	7	36	countries	country	NOUN
ijassa-578	7	37	and	and	CCONJ
ijassa-578	7	38	gas	gas	NOUN
ijassa-578	7	39	prices	price	NOUN
ijassa-578	7	40	.	.	PUNCT
ijassa-578	8	1	the	the	DET
ijassa-578	8	2	key	key	ADJ
ijassa-578	8	3	modeling	modeling	NOUN
ijassa-578	8	4	input	input	NOUN
ijassa-578	8	5	parameters	parameter	NOUN
ijassa-578	8	6	and	and	CCONJ
ijassa-578	8	7	assumptions	assumption	NOUN
ijassa-578	8	8	are	be	AUX
ijassa-578	8	9	as	as	SCONJ
ijassa-578	8	10	follows	follow	VERB
ijassa-578	8	11	:	:	PUNCT
ijassa-578	8	12			PRON
ijassa-578	8	13	volumes	volume	NOUN
ijassa-578	8	14	of	of	ADP
ijassa-578	8	15	gas	gas	NOUN
ijassa-578	8	16	supply	supply	NOUN
ijassa-578	8	17	with	with	ADP
ijassa-578	8	18	corresponding	correspond	VERB
ijassa-578	8	19	production	production	NOUN
ijassa-578	8	20	costs	cost	NOUN
ijassa-578	8	21	;	;	PUNCT
ijassa-578	8	22			NOUN
ijassa-578	8	23	gas	gas	NOUN
ijassa-578	8	24	demand	demand	NOUN
ijassa-578	8	25	volumes	volume	NOUN
ijassa-578	8	26	;	;	PUNCT
ijassa-578	8	27			NOUN
ijassa-578	8	28	capacity	capacity	NOUN
ijassa-578	8	29	of	of	ADP
ijassa-578	8	30	the	the	DET
ijassa-578	8	31	existing	exist	VERB
ijassa-578	8	32	and	and	CCONJ
ijassa-578	8	33	planned	planned	ADJ
ijassa-578	8	34	infrastructure	infrastructure	NOUN
ijassa-578	8	35	for	for	ADP
ijassa-578	8	36	piped	pipe	VERB
ijassa-578	8	37	gas	gas	NOUN
ijassa-578	8	38	and	and	CCONJ
ijassa-578	8	39	lng	lng	PROPN
ijassa-578	8	40	,	,	PUNCT
ijassa-578	8	41	including	include	VERB
ijassa-578	8	42	corresponding	correspond	VERB
ijassa-578	8	43	transportation	transportation	NOUN
ijassa-578	8	44	costs	cost	NOUN
ijassa-578	8	45	;	;	PUNCT
ijassa-578	8	46			PRON
ijassa-578	8	47	volumes	volume	NOUN
ijassa-578	8	48	and	and	CCONJ
ijassa-578	8	49	pricing	pricing	NOUN
ijassa-578	8	50	conditions	condition	NOUN
ijassa-578	8	51	of	of	ADP
ijassa-578	8	52	the	the	DET
ijassa-578	8	53	concluded	conclude	VERB
ijassa-578	8	54	contracts	contract	NOUN
ijassa-578	8	55	for	for	ADP
ijassa-578	8	56	piped	pipe	VERB
ijassa-578	8	57	gas	gas	NOUN
ijassa-578	8	58	and	and	CCONJ
ijassa-578	8	59	lng	lng	NOUN
ijassa-578	8	60	supply	supply	NOUN
ijassa-578	8	61	;	;	PUNCT
ijassa-578	8	62			PRON
ijassa-578	8	63	prices	price	NOUN
ijassa-578	8	64	of	of	ADP
ijassa-578	8	65	alternative	alternative	ADJ
ijassa-578	8	66	energy	energy	NOUN
ijassa-578	8	67	resources	resource	NOUN
ijassa-578	8	68	,	,	PUNCT
ijassa-578	8	69	taking	take	VERB
ijassa-578	8	70	into	into	ADP
ijassa-578	8	71	account	account	NOUN
ijassa-578	8	72	prices	price	NOUN
ijassa-578	8	73	of	of	ADP
ijassa-578	8	74	co2	co2	NOUN
ijassa-578	8	75	emissions	emission	NOUN
ijassa-578	8	76	and	and	CCONJ
ijassa-578	8	77	the	the	DET
ijassa-578	8	78	extent	extent	NOUN
ijassa-578	8	79	of	of	ADP
ijassa-578	8	80	demand	demand	NOUN
ijassa-578	8	81	switching	switch	VERB
ijassa-578	8	82	for	for	ADP
ijassa-578	8	83	such	such	ADJ
ijassa-578	8	84	energy	energy	NOUN
ijassa-578	8	85	resources	resource	NOUN
ijassa-578	8	86	.	.	PUNCT
ijassa-578	9	1	the	the	DET
ijassa-578	9	2	level	level	NOUN
ijassa-578	9	3	of	of	ADP
ijassa-578	9	4	detail	detail	NOUN
ijassa-578	9	5	in	in	ADP
ijassa-578	9	6	the	the	DET
ijassa-578	9	7	global	global	ADJ
ijassa-578	9	8	supply	supply	PROPN
ijassa-578	9	9	curve	curve	NOUN
ijassa-578	9	10	presentation	presentation	NOUN
ijassa-578	9	11	,	,	PUNCT
ijassa-578	9	12	which	which	PRON
ijassa-578	9	13	contains	contain	VERB
ijassa-578	9	14	information	information	NOUN
ijassa-578	9	15	on	on	ADP
ijassa-578	9	16	the	the	DET
ijassa-578	9	17	opportunities	opportunity	NOUN
ijassa-578	9	18	for	for	ADP
ijassa-578	9	19	gas	gas	NOUN
ijassa-578	9	20	production	production	NOUN
ijassa-578	9	21	by	by	ADP
ijassa-578	9	22	fields	field	NOUN
ijassa-578	9	23	and	and	CCONJ
ijassa-578	9	24	groups	group	NOUN
ijassa-578	9	25	of	of	ADP
ijassa-578	9	26	fields	field	NOUN
ijassa-578	9	27	per	per	ADP
ijassa-578	9	28	each	each	DET
ijassa-578	9	29	forecast	forecast	NOUN
ijassa-578	9	30	year	year	NOUN
ijassa-578	9	31	,	,	PUNCT
ijassa-578	9	32	including	include	VERB
ijassa-578	9	33	corresponding	correspond	VERB
ijassa-578	9	34	costs	cost	NOUN
ijassa-578	9	35	,	,	PUNCT
ijassa-578	9	36	largely	largely	ADV
ijassa-578	9	37	determines	determine	VERB
ijassa-578	9	38	whether	whether	SCONJ
ijassa-578	9	39	the	the	DET
ijassa-578	9	40	model	model	NOUN
ijassa-578	9	41	reflects	reflect	VERB
ijassa-578	9	42	the	the	DET
ijassa-578	9	43	real	real	ADJ
ijassa-578	9	44	market	market	NOUN
ijassa-578	9	45	with	with	ADP
ijassa-578	9	46	due	due	ADJ
ijassa-578	9	47	accuracy	accuracy	NOUN
ijassa-578	9	48	.	.	PUNCT
ijassa-578	10	1	a	a	DET
ijassa-578	10	2	number	number	NOUN
ijassa-578	10	3	of	of	ADP
ijassa-578	10	4	market	market	NOUN
ijassa-578	10	5	factors	factor	NOUN
ijassa-578	10	6	and	and	CCONJ
ijassa-578	10	7	assumptions	assumption	NOUN
ijassa-578	10	8	about	about	ADP
ijassa-578	10	9	future	future	ADJ
ijassa-578	10	10	production	production	NOUN
ijassa-578	10	11	volumes	volume	NOUN
ijassa-578	10	12	and	and	CCONJ
ijassa-578	10	13	costs	cost	NOUN
ijassa-578	10	14	(	(	PUNCT
ijassa-578	10	15	for	for	ADP
ijassa-578	10	16	instance	instance	NOUN
ijassa-578	10	17	,	,	PUNCT
ijassa-578	10	18	the	the	DET
ijassa-578	10	19	rate	rate	NOUN
ijassa-578	10	20	of	of	ADP
ijassa-578	10	21	decline	decline	NOUN
ijassa-578	10	22	in	in	ADP
ijassa-578	10	23	gas	gas	NOUN
ijassa-578	10	24	production	production	NOUN
ijassa-578	10	25	in	in	ADP
ijassa-578	10	26	europe	europe	PROPN
ijassa-578	10	27	,	,	PUNCT
ijassa-578	10	28	the	the	DET
ijassa-578	10	29	cost	cost	NOUN
ijassa-578	10	30	of	of	ADP
ijassa-578	10	31	extracting	extract	VERB
ijassa-578	10	32	shale	shale	NOUN
ijassa-578	10	33	gas	gas	NOUN
ijassa-578	10	34	and	and	CCONJ
ijassa-578	10	35	coalbed	coalbe	VERB
ijassa-578	10	36	methane	methane	NOUN
ijassa-578	10	37	in	in	ADP
ijassa-578	10	38	asia	asia	PROPN
ijassa-578	10	39	,	,	PUNCT
ijassa-578	10	40	the	the	DET
ijassa-578	10	41	prospects	prospect	NOUN
ijassa-578	10	42	of	of	ADP
ijassa-578	10	43	gas	gas	NOUN
ijassa-578	10	44	production	production	NOUN
ijassa-578	10	45	in	in	ADP
ijassa-578	10	46	east	east	PROPN
ijassa-578	10	47	*	*	PUNCT
ijassa-578	10	48	corresponding	correspond	VERB
ijassa-578	10	49	author	author	NOUN
ijassa-578	10	50	:	:	PUNCT
ijassa-578	10	51	vakulagin@yandex.ru	vakulagin@yandex.ru	PROPN
ijassa-578	10	52	60	60	NUM
ijassa-578	10	53	v.	v.	ADP
ijassa-578	10	54	kulagin	kulagin	NOUN
ijassa-578	10	55	,	,	PUNCT
ijassa-578	10	56	a.	a.	PROPN
ijassa-578	10	57	galkina	galkina	PROPN
ijassa-578	10	58	copyright	copyright	NOUN
ijassa-578	10	59	©	©	PROPN
ijassa-578	10	60	2018	2018	NUM
ijassa-578	10	61	assa	assa	PROPN
ijassa-578	10	62	adv	adv	PROPN
ijassa-578	10	63	.	.	PUNCT
ijassa-578	11	1	in	in	ADP
ijassa-578	11	2	systems	system	NOUN
ijassa-578	11	3	science	science	NOUN
ijassa-578	11	4	and	and	CCONJ
ijassa-578	11	5	appl	appl	NOUN
ijassa-578	11	6	.	.	PUNCT
ijassa-578	12	1	(	(	PUNCT
ijassa-578	12	2	2018	2018	NUM
ijassa-578	12	3	)	)	PUNCT
ijassa-578	12	4	africa	africa	PROPN
ijassa-578	12	5	,	,	PUNCT
ijassa-578	12	6	etc	etc	X
ijassa-578	12	7	.	.	X
ijassa-578	12	8	)	)	PUNCT
ijassa-578	12	9	greatly	greatly	ADV
ijassa-578	12	10	affect	affect	VERB
ijassa-578	12	11	the	the	DET
ijassa-578	12	12	relative	relative	ADJ
ijassa-578	12	13	competitiveness	competitiveness	NOUN
ijassa-578	12	14	of	of	ADP
ijassa-578	12	15	gas	gas	NOUN
ijassa-578	12	16	producers	producer	NOUN
ijassa-578	12	17	.	.	PUNCT
ijassa-578	13	1	thus	thus	ADV
ijassa-578	13	2	,	,	PUNCT
ijassa-578	13	3	when	when	SCONJ
ijassa-578	13	4	the	the	DET
ijassa-578	13	5	development	development	NOUN
ijassa-578	13	6	of	of	ADP
ijassa-578	13	7	individual	individual	ADJ
ijassa-578	13	8	national	national	ADJ
ijassa-578	13	9	or	or	CCONJ
ijassa-578	13	10	regional	regional	ADJ
ijassa-578	13	11	gas	gas	NOUN
ijassa-578	13	12	markets	market	NOUN
ijassa-578	13	13	,	,	PUNCT
ijassa-578	13	14	it	it	PRON
ijassa-578	13	15	is	be	AUX
ijassa-578	13	16	necessary	necessary	ADJ
ijassa-578	13	17	to	to	PART
ijassa-578	13	18	incorporate	incorporate	VERB
ijassa-578	13	19	changes	change	NOUN
ijassa-578	13	20	in	in	ADP
ijassa-578	13	21	the	the	DET
ijassa-578	13	22	balance	balance	NOUN
ijassa-578	13	23	of	of	ADP
ijassa-578	13	24	supply	supply	NOUN
ijassa-578	13	25	and	and	CCONJ
ijassa-578	13	26	demand	demand	NOUN
ijassa-578	13	27	across	across	ADP
ijassa-578	13	28	all	all	DET
ijassa-578	13	29	the	the	DET
ijassa-578	13	30	global	global	ADJ
ijassa-578	13	31	markets	market	NOUN
ijassa-578	13	32	,	,	PUNCT
ijassa-578	13	33	even	even	ADV
ijassa-578	13	34	without	without	ADP
ijassa-578	13	35	any	any	DET
ijassa-578	13	36	need	need	NOUN
ijassa-578	13	37	for	for	ADP
ijassa-578	13	38	receiving	receive	VERB
ijassa-578	13	39	such	such	DET
ijassa-578	13	40	a	a	DET
ijassa-578	13	41	detailed	detailed	ADJ
ijassa-578	13	42	forecast	forecast	NOUN
ijassa-578	13	43	.	.	PUNCT
ijassa-578	14	1	gas	gas	NOUN
ijassa-578	14	2	production	production	NOUN
ijassa-578	14	3	costs	cost	NOUN
ijassa-578	14	4	are	be	AUX
ijassa-578	14	5	not	not	PART
ijassa-578	14	6	a	a	DET
ijassa-578	14	7	fixed	fix	VERB
ijassa-578	14	8	parameter	parameter	NOUN
ijassa-578	14	9	,	,	PUNCT
ijassa-578	14	10	either	either	ADV
ijassa-578	14	11	:	:	PUNCT
ijassa-578	14	12	in	in	ADP
ijassa-578	14	13	particular	particular	ADJ
ijassa-578	14	14	,	,	PUNCT
ijassa-578	14	15	they	they	PRON
ijassa-578	14	16	are	be	AUX
ijassa-578	14	17	influenced	influence	VERB
ijassa-578	14	18	by	by	ADP
ijassa-578	14	19	the	the	DET
ijassa-578	14	20	development	development	NOUN
ijassa-578	14	21	of	of	ADP
ijassa-578	14	22	technologies	technology	NOUN
ijassa-578	14	23	for	for	ADP
ijassa-578	14	24	the	the	DET
ijassa-578	14	25	production	production	NOUN
ijassa-578	14	26	of	of	ADP
ijassa-578	14	27	conventional	conventional	ADJ
ijassa-578	14	28	and	and	CCONJ
ijassa-578	14	29	unconventional	unconventional	ADJ
ijassa-578	14	30	gas	gas	NOUN
ijassa-578	14	31	,	,	PUNCT
ijassa-578	14	32	devaluation	devaluation	NOUN
ijassa-578	14	33	/	/	SYM
ijassa-578	14	34	revaluation	revaluation	NOUN
ijassa-578	14	35	of	of	ADP
ijassa-578	14	36	currencies	currency	NOUN
ijassa-578	14	37	,	,	PUNCT
ijassa-578	14	38	changes	change	NOUN
ijassa-578	14	39	in	in	ADP
ijassa-578	14	40	oil	oil	NOUN
ijassa-578	14	41	and	and	CCONJ
ijassa-578	14	42	gas	gas	NOUN
ijassa-578	14	43	market	market	NOUN
ijassa-578	14	44	prices	price	NOUN
ijassa-578	14	45	and	and	CCONJ
ijassa-578	14	46	tax	tax	NOUN
ijassa-578	14	47	burden	burden	NOUN
ijassa-578	14	48	.	.	PUNCT
ijassa-578	15	1	thus	thus	ADV
ijassa-578	15	2	,	,	PUNCT
ijassa-578	15	3	since	since	SCONJ
ijassa-578	15	4	h2	h2	PROPN
ijassa-578	15	5	2014	2014	NUM
ijassa-578	15	6	,	,	PUNCT
ijassa-578	15	7	the	the	DET
ijassa-578	15	8	costs	cost	NOUN
ijassa-578	15	9	of	of	ADP
ijassa-578	15	10	hydrocarbon	hydrocarbon	NOUN
ijassa-578	15	11	production	production	NOUN
ijassa-578	15	12	have	have	AUX
ijassa-578	15	13	significantly	significantly	ADV
ijassa-578	15	14	decreased	decrease	VERB
ijassa-578	15	15	(	(	PUNCT
ijassa-578	15	16	fig	fig	NOUN
ijassa-578	15	17	.	.	PUNCT
ijassa-578	16	1	1	1	NUM
ijassa-578	16	2	)	)	PUNCT
ijassa-578	16	3	.	.	PUNCT
ijassa-578	17	1	fig	fig	NOUN
ijassa-578	17	2	.	.	PUNCT
ijassa-578	18	1	1	1	X
ijassa-578	18	2	.	.	NUM
ijassa-578	18	3	indices	index	NOUN
ijassa-578	18	4	of	of	ADP
ijassa-578	18	5	operational	operational	ADJ
ijassa-578	18	6	(	(	PUNCT
ijassa-578	18	7	uoci	uoci	PROPN
ijassa-578	18	8	)	)	PUNCT
ijassa-578	18	9	and	and	CCONJ
ijassa-578	18	10	capital	capital	NOUN
ijassa-578	18	11	(	(	PUNCT
ijassa-578	18	12	ucci	ucci	ADJ
ijassa-578	18	13	)	)	PUNCT
ijassa-578	18	14	costs	cost	NOUN
ijassa-578	18	15	in	in	ADP
ijassa-578	18	16	the	the	DET
ijassa-578	18	17	oil	oil	NOUN
ijassa-578	18	18	and	and	CCONJ
ijassa-578	18	19	gas	gas	NOUN
ijassa-578	18	20	production	production	NOUN
ijassa-578	18	21	sector	sector	NOUN
ijassa-578	18	22	.	.	PUNCT
ijassa-578	19	1	source	source	NOUN
ijassa-578	19	2	:	:	PUNCT
ijassa-578	19	3	ihs	ihs	PROPN
ijassa-578	19	4	cera	cera	PROPN
ijassa-578	20	1	[	[	X
ijassa-578	20	2	1	1	NUM
ijassa-578	20	3	]	]	PUNCT
ijassa-578	20	4	.	.	PUNCT
ijassa-578	21	1	in	in	ADP
ijassa-578	21	2	this	this	DET
ijassa-578	21	3	regard	regard	NOUN
ijassa-578	21	4	,	,	PUNCT
ijassa-578	21	5	an	an	DET
ijassa-578	21	6	important	important	ADJ
ijassa-578	21	7	assumption	assumption	NOUN
ijassa-578	21	8	in	in	ADP
ijassa-578	21	9	plotting	plot	VERB
ijassa-578	21	10	the	the	DET
ijassa-578	21	11	gas	gas	NOUN
ijassa-578	21	12	supply	supply	NOUN
ijassa-578	21	13	forecast	forecast	NOUN
ijassa-578	21	14	curve	curve	NOUN
ijassa-578	21	15	,	,	PUNCT
ijassa-578	21	16	which	which	PRON
ijassa-578	21	17	directly	directly	ADV
ijassa-578	21	18	influences	influence	VERB
ijassa-578	21	19	the	the	DET
ijassa-578	21	20	forecast	forecast	NOUN
ijassa-578	21	21	level	level	NOUN
ijassa-578	21	22	of	of	ADP
ijassa-578	21	23	gas	gas	NOUN
ijassa-578	21	24	prices	price	NOUN
ijassa-578	21	25	,	,	PUNCT
ijassa-578	21	26	is	be	AUX
ijassa-578	21	27	the	the	DET
ijassa-578	21	28	rate	rate	NOUN
ijassa-578	21	29	of	of	ADP
ijassa-578	21	30	production	production	NOUN
ijassa-578	21	31	cost	cost	NOUN
ijassa-578	21	32	escalation	escalation	NOUN
ijassa-578	21	33	.	.	PUNCT
ijassa-578	22	1	the	the	DET
ijassa-578	22	2	global	global	ADJ
ijassa-578	22	3	gas	gas	NOUN
ijassa-578	22	4	demand	demand	NOUN
ijassa-578	22	5	drivers	driver	NOUN
ijassa-578	22	6	have	have	VERB
ijassa-578	22	7	an	an	DET
ijassa-578	22	8	impact	impact	NOUN
ijassa-578	22	9	on	on	ADP
ijassa-578	22	10	modeling	model	VERB
ijassa-578	22	11	results	result	NOUN
ijassa-578	22	12	that	that	PRON
ijassa-578	22	13	is	be	AUX
ijassa-578	22	14	no	no	PRON
ijassa-578	22	15	less	less	ADV
ijassa-578	22	16	important	important	ADJ
ijassa-578	22	17	than	than	ADP
ijassa-578	22	18	that	that	PRON
ijassa-578	22	19	of	of	ADP
ijassa-578	22	20	the	the	DET
ijassa-578	22	21	assumptions	assumption	NOUN
ijassa-578	22	22	for	for	ADP
ijassa-578	22	23	gas	gas	NOUN
ijassa-578	22	24	supply	supply	NOUN
ijassa-578	22	25	.	.	PUNCT
ijassa-578	23	1	the	the	DET
ijassa-578	23	2	demand	demand	NOUN
ijassa-578	23	3	for	for	ADP
ijassa-578	23	4	gas	gas	NOUN
ijassa-578	23	5	,	,	PUNCT
ijassa-578	23	6	as	as	ADP
ijassa-578	23	7	part	part	NOUN
ijassa-578	23	8	of	of	ADP
ijassa-578	23	9	energy	energy	NOUN
ijassa-578	23	10	demand	demand	NOUN
ijassa-578	23	11	,	,	PUNCT
ijassa-578	23	12	shall	shall	AUX
ijassa-578	23	13	be	be	AUX
ijassa-578	23	14	determined	determine	VERB
ijassa-578	23	15	by	by	ADP
ijassa-578	23	16	both	both	CCONJ
ijassa-578	23	17	the	the	DET
ijassa-578	23	18	level	level	NOUN
ijassa-578	23	19	of	of	ADP
ijassa-578	23	20	domestic	domestic	ADJ
ijassa-578	23	21	energy	energy	NOUN
ijassa-578	23	22	consumption	consumption	NOUN
ijassa-578	23	23	(	(	PUNCT
ijassa-578	23	24	as	as	ADP
ijassa-578	23	25	a	a	DET
ijassa-578	23	26	whole	whole	NOUN
ijassa-578	23	27	and	and	CCONJ
ijassa-578	23	28	by	by	ADP
ijassa-578	23	29	sectors	sector	NOUN
ijassa-578	23	30	)	)	PUNCT
ijassa-578	23	31	and	and	CCONJ
ijassa-578	23	32	the	the	DET
ijassa-578	23	33	conditions	condition	NOUN
ijassa-578	23	34	of	of	ADP
ijassa-578	23	35	inter	inter	ADJ
ijassa-578	23	36	-	-	ADJ
ijassa-578	23	37	fuel	fuel	NOUN
ijassa-578	23	38	competition	competition	NOUN
ijassa-578	23	39	.	.	PUNCT
ijassa-578	24	1	forecasting	forecast	VERB
ijassa-578	24	2	energy	energy	NOUN
ijassa-578	24	3	consumption	consumption	NOUN
ijassa-578	24	4	of	of	ADP
ijassa-578	24	5	countries	country	NOUN
ijassa-578	24	6	(	(	PUNCT
ijassa-578	24	7	nodes	node	NOUN
ijassa-578	24	8	)	)	PUNCT
ijassa-578	24	9	by	by	ADP
ijassa-578	24	10	types	type	NOUN
ijassa-578	24	11	of	of	ADP
ijassa-578	24	12	energy	energy	NOUN
ijassa-578	24	13	resources	resource	NOUN
ijassa-578	24	14	shall	shall	AUX
ijassa-578	24	15	be	be	AUX
ijassa-578	24	16	carried	carry	VERB
ijassa-578	24	17	out	out	ADP
ijassa-578	24	18	separately	separately	ADV
ijassa-578	24	19	and	and	CCONJ
ijassa-578	24	20	shall	shall	AUX
ijassa-578	24	21	not	not	PART
ijassa-578	24	22	be	be	AUX
ijassa-578	24	23	deemed	deem	VERB
ijassa-578	24	24	the	the	DET
ijassa-578	24	25	subject	subject	NOUN
ijassa-578	24	26	-	-	PUNCT
ijassa-578	24	27	matter	matter	NOUN
ijassa-578	24	28	of	of	ADP
ijassa-578	24	29	the	the	DET
ijassa-578	24	30	study	study	NOUN
ijassa-578	24	31	described	describe	VERB
ijassa-578	24	32	.	.	PUNCT
ijassa-578	25	1	but	but	CCONJ
ijassa-578	25	2	the	the	DET
ijassa-578	25	3	demand	demand	NOUN
ijassa-578	25	4	for	for	ADP
ijassa-578	25	5	gas	gas	NOUN
ijassa-578	25	6	in	in	ADP
ijassa-578	25	7	the	the	DET
ijassa-578	25	8	model	model	NOUN
ijassa-578	25	9	shall	shall	AUX
ijassa-578	25	10	be	be	AUX
ijassa-578	25	11	refined	refine	VERB
ijassa-578	25	12	further	far	ADV
ijassa-578	25	13	in	in	ADP
ijassa-578	25	14	order	order	NOUN
ijassa-578	25	15	to	to	PART
ijassa-578	25	16	consider	consider	VERB
ijassa-578	25	17	inter	inter	ADJ
ijassa-578	25	18	-	-	ADJ
ijassa-578	25	19	fuel	fuel	NOUN
ijassa-578	25	20	competition	competition	NOUN
ijassa-578	25	21	,	,	PUNCT
ijassa-578	25	22	the	the	DET
ijassa-578	25	23	opportunities	opportunity	NOUN
ijassa-578	25	24	for	for	ADP
ijassa-578	25	25	switching	switch	VERB
ijassa-578	25	26	the	the	DET
ijassa-578	25	27	demand	demand	NOUN
ijassa-578	25	28	for	for	ADP
ijassa-578	25	29	alternative	alternative	ADJ
ijassa-578	25	30	energy	energy	NOUN
ijassa-578	25	31	resources	resource	NOUN
ijassa-578	25	32	are	be	AUX
ijassa-578	25	33	added	add	VERB
ijassa-578	25	34	when	when	SCONJ
ijassa-578	25	35	certain	certain	ADJ
ijassa-578	25	36	threshold	threshold	NOUN
ijassa-578	25	37	levels	level	NOUN
ijassa-578	25	38	of	of	ADP
ijassa-578	25	39	prices	price	NOUN
ijassa-578	25	40	are	be	AUX
ijassa-578	25	41	reached	reach	VERB
ijassa-578	25	42	in	in	ADP
ijassa-578	25	43	the	the	DET
ijassa-578	25	44	process	process	NOUN
ijassa-578	25	45	of	of	ADP
ijassa-578	25	46	calculations	calculation	NOUN
ijassa-578	25	47	.	.	PUNCT
ijassa-578	26	1	here	here	ADV
ijassa-578	26	2	,	,	PUNCT
ijassa-578	26	3	the	the	DET
ijassa-578	26	4	coefficients	coefficient	NOUN
ijassa-578	26	5	reflecting	reflect	VERB
ijassa-578	26	6	the	the	DET
ijassa-578	26	7	assumptions	assumption	NOUN
ijassa-578	26	8	for	for	ADP
ijassa-578	26	9	co2	co2	NOUN
ijassa-578	26	10	emission	emission	NOUN
ijassa-578	26	11	prices	price	NOUN
ijassa-578	26	12	are	be	AUX
ijassa-578	26	13	added	add	VERB
ijassa-578	26	14	to	to	ADP
ijassa-578	26	15	the	the	DET
ijassa-578	26	16	prices	price	NOUN
ijassa-578	26	17	of	of	ADP
ijassa-578	26	18	carbon	carbon	NOUN
ijassa-578	26	19	fuels	fuel	NOUN
ijassa-578	26	20	.	.	PUNCT
ijassa-578	27	1	countries	country	NOUN
ijassa-578	27	2	(	(	PUNCT
ijassa-578	27	3	more	more	ADV
ijassa-578	27	4	precisely	precisely	ADV
ijassa-578	27	5	,	,	PUNCT
ijassa-578	27	6	nodes	node	NOUN
ijassa-578	27	7	,	,	PUNCT
ijassa-578	27	8	since	since	SCONJ
ijassa-578	27	9	in	in	ADP
ijassa-578	27	10	the	the	DET
ijassa-578	27	11	detailed	detailed	ADJ
ijassa-578	27	12	analysis	analysis	NOUN
ijassa-578	27	13	of	of	ADP
ijassa-578	27	14	certain	certain	ADJ
ijassa-578	27	15	countries	country	NOUN
ijassa-578	27	16	,	,	PUNCT
ijassa-578	27	17	especially	especially	ADV
ijassa-578	27	18	big	big	ADJ
ijassa-578	27	19	ones	one	NOUN
ijassa-578	27	20	,	,	PUNCT
ijassa-578	27	21	it	it	PRON
ijassa-578	27	22	is	be	AUX
ijassa-578	27	23	expedient	expedient	ADJ
ijassa-578	27	24	to	to	PART
ijassa-578	27	25	allocate	allocate	VERB
ijassa-578	27	26	several	several	ADJ
ijassa-578	27	27	nodes	node	NOUN
ijassa-578	27	28	within	within	ADP
ijassa-578	27	29	a	a	DET
ijassa-578	27	30	single	single	ADJ
ijassa-578	27	31	country	country	NOUN
ijassa-578	27	32	)	)	PUNCT
ijassa-578	27	33	with	with	ADP
ijassa-578	27	34	the	the	DET
ijassa-578	27	35	given	give	VERB
ijassa-578	27	36	production	production	NOUN
ijassa-578	27	37	capacities	capacity	NOUN
ijassa-578	27	38	and	and	CCONJ
ijassa-578	27	39	the	the	DET
ijassa-578	27	40	volume	volume	NOUN
ijassa-578	27	41	of	of	ADP
ijassa-578	27	42	gas	gas	NOUN
ijassa-578	27	43	demand	demand	NOUN
ijassa-578	27	44	in	in	ADP
ijassa-578	27	45	the	the	DET
ijassa-578	27	46	models	model	NOUN
ijassa-578	27	47	under	under	ADP
ijassa-578	27	48	consideration	consideration	NOUN
ijassa-578	27	49	are	be	AUX
ijassa-578	27	50	connected	connect	VERB
ijassa-578	27	51	with	with	ADP
ijassa-578	27	52	one	one	NUM
ijassa-578	27	53	another	another	DET
ijassa-578	27	54	by	by	ADP
ijassa-578	27	55	gas	gas	NOUN
ijassa-578	27	56	transportation	transportation	NOUN
ijassa-578	27	57	and	and	CCONJ
ijassa-578	27	58	storage	storage	NOUN
ijassa-578	27	59	infrastructure	infrastructure	NOUN
ijassa-578	27	60	.	.	PUNCT
ijassa-578	28	1	this	this	PRON
ijassa-578	28	2	includes	include	VERB
ijassa-578	28	3	gas	gas	NOUN
ijassa-578	28	4	pipelines	pipeline	NOUN
ijassa-578	28	5	,	,	PUNCT
ijassa-578	28	6	gas	gas	NOUN
ijassa-578	28	7	storage	storage	NOUN
ijassa-578	28	8	facilities	facility	NOUN
ijassa-578	28	9	,	,	PUNCT
ijassa-578	28	10	lng	lng	NOUN
ijassa-578	28	11	plants	plant	NOUN
ijassa-578	28	12	and	and	CCONJ
ijassa-578	28	13	lng	lng	NOUN
ijassa-578	28	14	regasification	regasification	NOUN
ijassa-578	28	15	terminals	terminal	NOUN
ijassa-578	28	16	.	.	PUNCT
ijassa-578	29	1	the	the	DET
ijassa-578	29	2	main	main	ADJ
ijassa-578	29	3	parameters	parameter	NOUN
ijassa-578	29	4	of	of	ADP
ijassa-578	29	5	gas	gas	NOUN
ijassa-578	29	6	transportation	transportation	NOUN
ijassa-578	29	7	infrastructure	infrastructure	NOUN
ijassa-578	29	8	are	be	AUX
ijassa-578	29	9	capacity	capacity	NOUN
ijassa-578	29	10	,	,	PUNCT
ijassa-578	29	11	transportation	transportation	NOUN
ijassa-578	29	12	costs	cost	NOUN
ijassa-578	29	13	,	,	PUNCT
ijassa-578	29	14	their	their	PRON
ijassa-578	29	15	escalation	escalation	NOUN
ijassa-578	29	16	rates	rate	NOUN
ijassa-578	29	17	,	,	PUNCT
ijassa-578	29	18	expected	expect	VERB
ijassa-578	29	19	service	service	NOUN
ijassa-578	29	20	life	life	NOUN
ijassa-578	29	21	,	,	PUNCT
ijassa-578	29	22	and	and	CCONJ
ijassa-578	29	23	directions	direction	NOUN
ijassa-578	29	24	of	of	ADP
ijassa-578	29	25	routes	route	NOUN
ijassa-578	29	26	(	(	PUNCT
ijassa-578	29	27	dispatch	dispatch	NOUN
ijassa-578	29	28	nodes	node	NOUN
ijassa-578	29	29	and	and	CCONJ
ijassa-578	29	30	destination	destination	NOUN
ijassa-578	29	31	nodes	node	NOUN
ijassa-578	29	32	)	)	PUNCT
ijassa-578	29	33	.	.	PUNCT
ijassa-578	30	1	thus	thus	ADV
ijassa-578	30	2	,	,	PUNCT
ijassa-578	30	3	the	the	DET
ijassa-578	30	4	possibilities	possibility	NOUN
ijassa-578	30	5	of	of	ADP
ijassa-578	30	6	gas	gas	NOUN
ijassa-578	30	7	transportation	transportation	NOUN
ijassa-578	30	8	between	between	ADP
ijassa-578	30	9	the	the	DET
ijassa-578	30	10	nodes	node	NOUN
ijassa-578	30	11	with	with	ADP
ijassa-578	30	12	surpluses	surplus	NOUN
ijassa-578	30	13	and	and	CCONJ
ijassa-578	30	14	deficit	deficit	NOUN
ijassa-578	30	15	of	of	ADP
ijassa-578	30	16	supply	supply	NOUN
ijassa-578	30	17	are	be	AUX
ijassa-578	30	18	formed	form	VERB
ijassa-578	30	19	.	.	PUNCT
ijassa-578	31	1	in	in	ADP
ijassa-578	31	2	view	view	NOUN
ijassa-578	31	3	of	of	ADP
ijassa-578	31	4	a	a	DET
ijassa-578	31	5	large	large	ADJ
ijassa-578	31	6	share	share	NOUN
ijassa-578	31	7	of	of	ADP
ijassa-578	31	8	transportation	transportation	NOUN
ijassa-578	31	9	costs	cost	NOUN
ijassa-578	31	10	in	in	ADP
ijassa-578	31	11	the	the	DET
ijassa-578	31	12	market	market	NOUN
ijassa-578	31	13	price	price	NOUN
ijassa-578	31	14	of	of	ADP
ijassa-578	31	15	gas	gas	NOUN
ijassa-578	31	16	,	,	PUNCT
ijassa-578	31	17	manipulating	manipulate	VERB
ijassa-578	31	18	the	the	DET
ijassa-578	31	19	possibilities	possibility	NOUN
ijassa-578	31	20	can	can	AUX
ijassa-578	31	21	significantly	significantly	ADV
ijassa-578	31	22	distort	distort	VERB
ijassa-578	31	23	simulated	simulated	ADJ
ijassa-578	31	24	conditions	condition	NOUN
ijassa-578	31	25	of	of	ADP
ijassa-578	31	26	competition	competition	NOUN
ijassa-578	31	27	.	.	PUNCT
ijassa-578	32	1	in	in	ADP
ijassa-578	32	2	particular	particular	ADJ
ijassa-578	32	3	,	,	PUNCT
ijassa-578	32	4	in	in	ADP
ijassa-578	32	5	the	the	DET
ijassa-578	32	6	short	short	ADJ
ijassa-578	32	7	run	run	NOUN
ijassa-578	32	8	,	,	PUNCT
ijassa-578	32	9	when	when	SCONJ
ijassa-578	32	10	analyzing	analyze	VERB
ijassa-578	32	11	a	a	DET
ijassa-578	32	12	volatile	volatile	ADJ
ijassa-578	32	13	market	market	NOUN
ijassa-578	32	14	environment	environment	NOUN
ijassa-578	32	15	with	with	ADP
ijassa-578	32	16	price	price	NOUN
ijassa-578	32	17	wars	war	NOUN
ijassa-578	32	18	,	,	PUNCT
ijassa-578	32	19	scenarios	scenario	NOUN
ijassa-578	32	20	can	can	AUX
ijassa-578	32	21	become	become	VERB
ijassa-578	32	22	realistic	realistic	ADJ
ijassa-578	32	23	in	in	ADP
ijassa-578	32	24	which	which	PRON
ijassa-578	32	25	only	only	ADV
ijassa-578	32	26	operational	operational	ADJ
ijassa-578	32	27	costs	cost	NOUN
ijassa-578	32	28	for	for	ADP
ijassa-578	32	29	gas	gas	NOUN
ijassa-578	32	30	production	production	NOUN
ijassa-578	32	31	and	and	CCONJ
ijassa-578	32	32	transportation	transportation	NOUN
ijassa-578	32	33	are	be	AUX
ijassa-578	32	34	considered	consider	VERB
ijassa-578	32	35	while	while	SCONJ
ijassa-578	32	36	the	the	DET
ijassa-578	32	37	correct	correct	ADJ
ijassa-578	32	38	option	option	NOUN
ijassa-578	32	39	for	for	ADP
ijassa-578	32	40	long	long	ADJ
ijassa-578	32	41	-	-	PUNCT
ijassa-578	32	42	term	term	NOUN
ijassa-578	32	43	forecasts	forecast	NOUN
ijassa-578	32	44	is	be	AUX
ijassa-578	32	45	to	to	PART
ijassa-578	32	46	incorporate	incorporate	VERB
ijassa-578	32	47	long	long	ADJ
ijassa-578	32	48	-	-	PUNCT
ijassa-578	32	49	term	term	NOUN
ijassa-578	32	50	marginal	marginal	ADJ
ijassa-578	32	51	costs	cost	NOUN
ijassa-578	32	52	.	.	PUNCT
ijassa-578	33	1	specifics	specific	NOUN
ijassa-578	33	2	of	of	ADP
ijassa-578	33	3	long	long	ADJ
ijassa-578	33	4	-	-	PUNCT
ijassa-578	33	5	term	term	NOUN
ijassa-578	33	6	forecasting	forecasting	NOUN
ijassa-578	33	7	for	for	ADP
ijassa-578	33	8	global	global	ADJ
ijassa-578	33	9	gas	gas	NOUN
ijassa-578	33	10	markets	market	NOUN
ijassa-578	33	11	61	61	NUM
ijassa-578	33	12	copyright	copyright	NOUN
ijassa-578	33	13	©	©	PROPN
ijassa-578	33	14	2018	2018	NUM
ijassa-578	33	15	assa	assa	PROPN
ijassa-578	33	16	adv	adv	PROPN
ijassa-578	33	17	.	.	PUNCT
ijassa-578	34	1	in	in	ADP
ijassa-578	34	2	systems	system	NOUN
ijassa-578	34	3	science	science	NOUN
ijassa-578	34	4	and	and	CCONJ
ijassa-578	34	5	appl	appl	NOUN
ijassa-578	34	6	.	.	PUNCT
ijassa-578	35	1	(	(	PUNCT
ijassa-578	35	2	2018	2018	NUM
ijassa-578	35	3	)	)	PUNCT
ijassa-578	35	4	a	a	DET
ijassa-578	35	5	part	part	NOUN
ijassa-578	35	6	of	of	ADP
ijassa-578	35	7	supply	supply	NOUN
ijassa-578	35	8	and	and	CCONJ
ijassa-578	35	9	demand	demand	NOUN
ijassa-578	35	10	for	for	ADP
ijassa-578	35	11	gas	gas	NOUN
ijassa-578	35	12	is	be	AUX
ijassa-578	35	13	withdrawn	withdraw	VERB
ijassa-578	35	14	from	from	ADP
ijassa-578	35	15	the	the	DET
ijassa-578	35	16	free	free	ADJ
ijassa-578	35	17	competition	competition	NOUN
ijassa-578	35	18	environment	environment	NOUN
ijassa-578	35	19	through	through	ADP
ijassa-578	35	20	the	the	DET
ijassa-578	35	21	introduction	introduction	NOUN
ijassa-578	35	22	of	of	ADP
ijassa-578	35	23	gas	gas	NOUN
ijassa-578	35	24	supply	supply	NOUN
ijassa-578	35	25	contracts	contract	NOUN
ijassa-578	35	26	(	(	PUNCT
ijassa-578	35	27	piped	pipe	VERB
ijassa-578	35	28	gas	gas	NOUN
ijassa-578	35	29	and	and	CCONJ
ijassa-578	35	30	lng	lng	PROPN
ijassa-578	35	31	)	)	PUNCT
ijassa-578	35	32	.	.	PUNCT
ijassa-578	36	1	gas	gas	NOUN
ijassa-578	36	2	supplies	supply	NOUN
ijassa-578	36	3	under	under	ADP
ijassa-578	36	4	contracts	contract	NOUN
ijassa-578	36	5	can	can	AUX
ijassa-578	36	6	differ	differ	VERB
ijassa-578	36	7	from	from	ADP
ijassa-578	36	8	optimum	optimum	ADJ
ijassa-578	36	9	competition	competition	NOUN
ijassa-578	36	10	alternatives	alternative	NOUN
ijassa-578	36	11	by	by	ADP
ijassa-578	36	12	volumes	volume	NOUN
ijassa-578	36	13	,	,	PUNCT
ijassa-578	36	14	routes	route	NOUN
ijassa-578	36	15	and	and	CCONJ
ijassa-578	36	16	price	price	NOUN
ijassa-578	36	17	.	.	PUNCT
ijassa-578	37	1	in	in	ADP
ijassa-578	37	2	the	the	DET
ijassa-578	37	3	real	real	ADJ
ijassa-578	37	4	market	market	NOUN
ijassa-578	37	5	swap	swap	NOUN
ijassa-578	37	6	deals	deal	NOUN
ijassa-578	37	7	take	take	VERB
ijassa-578	37	8	place	place	NOUN
ijassa-578	37	9	,	,	PUNCT
ijassa-578	37	10	and	and	CCONJ
ijassa-578	37	11	it	it	PRON
ijassa-578	37	12	is	be	AUX
ijassa-578	37	13	possible	possible	ADJ
ijassa-578	37	14	to	to	PART
ijassa-578	37	15	overestimate	overestimate	VERB
ijassa-578	37	16	future	future	ADJ
ijassa-578	37	17	demand	demand	NOUN
ijassa-578	37	18	when	when	SCONJ
ijassa-578	37	19	signing	sign	VERB
ijassa-578	37	20	the	the	DET
ijassa-578	37	21	long	long	ADJ
ijassa-578	37	22	-	-	PUNCT
ijassa-578	37	23	term	term	NOUN
ijassa-578	37	24	contracts	contract	NOUN
ijassa-578	37	25	.	.	PUNCT
ijassa-578	38	1	however	however	ADV
ijassa-578	38	2	,	,	PUNCT
ijassa-578	38	3	long	long	ADJ
ijassa-578	38	4	-	-	PUNCT
ijassa-578	38	5	term	term	NOUN
ijassa-578	38	6	contracts	contract	NOUN
ijassa-578	38	7	,	,	PUNCT
ijassa-578	38	8	first	first	ADV
ijassa-578	38	9	and	and	CCONJ
ijassa-578	38	10	foremost	foremost	ADV
ijassa-578	38	11	,	,	PUNCT
ijassa-578	38	12	ensure	ensure	VERB
ijassa-578	38	13	the	the	DET
ijassa-578	38	14	security	security	NOUN
ijassa-578	38	15	of	of	ADP
ijassa-578	38	16	supply	supply	NOUN
ijassa-578	38	17	through	through	ADP
ijassa-578	38	18	the	the	DET
ijassa-578	38	19	guarantee	guarantee	NOUN
ijassa-578	38	20	of	of	ADP
ijassa-578	38	21	supply	supply	NOUN
ijassa-578	38	22	and	and	CCONJ
ijassa-578	38	23	demand	demand	NOUN
ijassa-578	38	24	and	and	CCONJ
ijassa-578	38	25	reduction	reduction	NOUN
ijassa-578	38	26	of	of	ADP
ijassa-578	38	27	transaction	transaction	NOUN
ijassa-578	38	28	costs	cost	NOUN
ijassa-578	38	29	.	.	PUNCT
ijassa-578	39	1	the	the	DET
ijassa-578	39	2	increased	increase	VERB
ijassa-578	39	3	flexibility	flexibility	NOUN
ijassa-578	39	4	of	of	ADP
ijassa-578	39	5	gas	gas	NOUN
ijassa-578	39	6	supply	supply	NOUN
ijassa-578	39	7	conditions	condition	NOUN
ijassa-578	39	8	under	under	ADP
ijassa-578	39	9	long	long	ADJ
ijassa-578	39	10	-	-	PUNCT
ijassa-578	39	11	term	term	NOUN
ijassa-578	39	12	contracts	contract	NOUN
ijassa-578	39	13	also	also	ADV
ijassa-578	39	14	contributes	contribute	VERB
ijassa-578	39	15	to	to	ADP
ijassa-578	39	16	their	their	PRON
ijassa-578	39	17	role	role	NOUN
ijassa-578	39	18	in	in	ADP
ijassa-578	39	19	gas	gas	NOUN
ijassa-578	39	20	markets	market	NOUN
ijassa-578	39	21	.	.	PUNCT
ijassa-578	40	1	however	however	ADV
ijassa-578	40	2	,	,	PUNCT
ijassa-578	40	3	on	on	ADP
ijassa-578	40	4	the	the	DET
ijassa-578	40	5	background	background	NOUN
ijassa-578	40	6	of	of	ADP
ijassa-578	40	7	market	market	NOUN
ijassa-578	40	8	development	development	NOUN
ijassa-578	40	9	the	the	DET
ijassa-578	40	10	volume	volume	NOUN
ijassa-578	40	11	of	of	ADP
ijassa-578	40	12	gas	gas	NOUN
ijassa-578	40	13	supplies	supply	NOUN
ijassa-578	40	14	under	under	ADP
ijassa-578	40	15	short	short	ADJ
ijassa-578	40	16	and	and	CCONJ
ijassa-578	40	17	medium	medium	ADJ
ijassa-578	40	18	-	-	PUNCT
ijassa-578	40	19	term	term	NOUN
ijassa-578	40	20	contracts	contract	NOUN
ijassa-578	40	21	has	have	AUX
ijassa-578	40	22	markedly	markedly	ADV
ijassa-578	40	23	increased	increase	VERB
ijassa-578	40	24	:	:	PUNCT
ijassa-578	40	25	in	in	ADP
ijassa-578	40	26	2016	2016	NUM
ijassa-578	40	27	,	,	PUNCT
ijassa-578	40	28	almost	almost	ADV
ijassa-578	40	29	30	30	NUM
ijassa-578	40	30	%	%	NOUN
ijassa-578	40	31	of	of	ADP
ijassa-578	40	32	global	global	PROPN
ijassa-578	40	33	lng	lng	PROPN
ijassa-578	40	34	supplies	supply	NOUN
ijassa-578	40	35	were	be	AUX
ijassa-578	40	36	made	make	VERB
ijassa-578	40	37	under	under	ADP
ijassa-578	40	38	contracts	contract	NOUN
ijassa-578	40	39	valid	valid	ADJ
ijassa-578	40	40	for	for	ADP
ijassa-578	40	41	up	up	ADP
ijassa-578	40	42	to	to	PART
ijassa-578	40	43	4	4	NUM
ijassa-578	40	44	years	year	NOUN
ijassa-578	41	1	[	[	X
ijassa-578	41	2	2	2	NUM
ijassa-578	41	3	]	]	PUNCT
ijassa-578	41	4	.	.	PUNCT
ijassa-578	42	1	in	in	ADP
ijassa-578	42	2	the	the	DET
ijassa-578	42	3	models	model	NOUN
ijassa-578	42	4	,	,	PUNCT
ijassa-578	42	5	the	the	DET
ijassa-578	42	6	input	input	NOUN
ijassa-578	42	7	parameters	parameter	NOUN
ijassa-578	42	8	characterizing	characterize	VERB
ijassa-578	42	9	gas	gas	NOUN
ijassa-578	42	10	supplies	supply	NOUN
ijassa-578	42	11	under	under	ADP
ijassa-578	42	12	long	long	ADJ
ijassa-578	42	13	-	-	PUNCT
ijassa-578	42	14	term	term	NOUN
ijassa-578	42	15	contracts	contract	NOUN
ijassa-578	42	16	include	include	VERB
ijassa-578	42	17	annual	annual	ADJ
ijassa-578	42	18	volumes	volume	NOUN
ijassa-578	42	19	of	of	ADP
ijassa-578	42	20	supplies	supply	NOUN
ijassa-578	42	21	,	,	PUNCT
ijassa-578	42	22	contract	contract	NOUN
ijassa-578	42	23	duration	duration	NOUN
ijassa-578	42	24	,	,	PUNCT
ijassa-578	42	25	gas	gas	NOUN
ijassa-578	42	26	price	price	NOUN
ijassa-578	42	27	formula	formula	NOUN
ijassa-578	42	28	,	,	PUNCT
ijassa-578	42	29	level	level	NOUN
ijassa-578	42	30	of	of	ADP
ijassa-578	42	31	quarterly	quarterly	ADJ
ijassa-578	42	32	and	and	CCONJ
ijassa-578	42	33	annual	annual	ADJ
ijassa-578	42	34	minimum	minimum	ADJ
ijassa-578	42	35	volumes	volume	NOUN
ijassa-578	42	36	.	.	PUNCT
ijassa-578	43	1	gas	gas	NOUN
ijassa-578	43	2	prices	price	NOUN
ijassa-578	43	3	in	in	ADP
ijassa-578	43	4	contracts	contract	NOUN
ijassa-578	43	5	can	can	AUX
ijassa-578	43	6	be	be	AUX
ijassa-578	43	7	directly	directly	ADV
ijassa-578	43	8	indexed	index	VERB
ijassa-578	43	9	to	to	ADP
ijassa-578	43	10	oil	oil	NOUN
ijassa-578	43	11	prices	price	NOUN
ijassa-578	43	12	,	,	PUNCT
ijassa-578	43	13	the	the	DET
ijassa-578	43	14	price	price	NOUN
ijassa-578	43	15	of	of	ADP
ijassa-578	43	16	the	the	DET
ijassa-578	43	17	japanese	japanese	ADJ
ijassa-578	43	18	crude	crude	ADJ
ijassa-578	43	19	cocktail	cocktail	NOUN
ijassa-578	43	20	(	(	PUNCT
ijassa-578	43	21	jcc	jcc	PROPN
ijassa-578	43	22	)	)	PUNCT
ijassa-578	43	23	,	,	PUNCT
ijassa-578	43	24	prices	price	NOUN
ijassa-578	43	25	of	of	ADP
ijassa-578	43	26	petroleum	petroleum	NOUN
ijassa-578	43	27	products	product	NOUN
ijassa-578	43	28	(	(	PUNCT
ijassa-578	43	29	gasoil	gasoil	NOUN
ijassa-578	43	30	,	,	PUNCT
ijassa-578	43	31	fuel	fuel	NOUN
ijassa-578	43	32	oil	oil	NOUN
ijassa-578	43	33	)	)	PUNCT
ijassa-578	43	34	,	,	PUNCT
ijassa-578	43	35	as	as	ADV
ijassa-578	43	36	well	well	ADV
ijassa-578	43	37	as	as	ADP
ijassa-578	43	38	to	to	PART
ijassa-578	43	39	spot	spot	VERB
ijassa-578	43	40	prices	price	NOUN
ijassa-578	43	41	(	(	PUNCT
ijassa-578	43	42	for	for	ADP
ijassa-578	43	43	example	example	NOUN
ijassa-578	43	44	,	,	PUNCT
ijassa-578	43	45	henry	henry	PROPN
ijassa-578	43	46	hub	hub	PROPN
ijassa-578	43	47	,	,	PUNCT
ijassa-578	43	48	gaspool	gaspool	NOUN
ijassa-578	43	49	,	,	PUNCT
ijassa-578	43	50	nbp	nbp	PROPN
ijassa-578	43	51	,	,	PUNCT
ijassa-578	43	52	ttf	ttf	PROPN
ijassa-578	43	53	)	)	PUNCT
ijassa-578	43	54	.	.	PUNCT
ijassa-578	44	1	accordingly	accordingly	ADV
ijassa-578	44	2	,	,	PUNCT
ijassa-578	44	3	the	the	DET
ijassa-578	44	4	projected	project	VERB
ijassa-578	44	5	oil	oil	NOUN
ijassa-578	44	6	prices	price	NOUN
ijassa-578	44	7	and	and	CCONJ
ijassa-578	44	8	spot	spot	NOUN
ijassa-578	44	9	gas	gas	NOUN
ijassa-578	44	10	prices	price	NOUN
ijassa-578	44	11	to	to	PART
ijassa-578	44	12	be	be	AUX
ijassa-578	44	13	indexed	index	VERB
ijassa-578	44	14	in	in	ADP
ijassa-578	44	15	contracts	contract	NOUN
ijassa-578	44	16	are	be	AUX
ijassa-578	44	17	exogenous	exogenous	ADJ
ijassa-578	44	18	variables	variable	NOUN
ijassa-578	44	19	.	.	PUNCT
ijassa-578	45	1	these	these	DET
ijassa-578	45	2	prices	price	NOUN
ijassa-578	45	3	are	be	AUX
ijassa-578	45	4	also	also	ADV
ijassa-578	45	5	used	use	VERB
ijassa-578	45	6	to	to	PART
ijassa-578	45	7	calculate	calculate	VERB
ijassa-578	45	8	the	the	DET
ijassa-578	45	9	cost	cost	NOUN
ijassa-578	45	10	of	of	ADP
ijassa-578	45	11	the	the	DET
ijassa-578	45	12	fuel	fuel	NOUN
ijassa-578	45	13	required	require	VERB
ijassa-578	45	14	to	to	PART
ijassa-578	45	15	transport	transport	NOUN
ijassa-578	45	16	lng	lng	PROPN
ijassa-578	45	17	.	.	PUNCT
ijassa-578	46	1	the	the	DET
ijassa-578	46	2	optimization	optimization	NOUN
ijassa-578	46	3	results	result	NOUN
ijassa-578	46	4	are	be	AUX
ijassa-578	46	5	the	the	DET
ijassa-578	46	6	volumes	volume	NOUN
ijassa-578	46	7	of	of	ADP
ijassa-578	46	8	gas	gas	NOUN
ijassa-578	46	9	supplies	supply	NOUN
ijassa-578	46	10	in	in	ADP
ijassa-578	46	11	all	all	DET
ijassa-578	46	12	directions	direction	NOUN
ijassa-578	46	13	(	(	PUNCT
ijassa-578	46	14	can	can	AUX
ijassa-578	46	15	be	be	AUX
ijassa-578	46	16	grouped	group	VERB
ijassa-578	46	17	into	into	ADP
ijassa-578	46	18	import	import	NOUN
ijassa-578	46	19	and	and	CCONJ
ijassa-578	46	20	export	export	NOUN
ijassa-578	46	21	forecasts	forecast	NOUN
ijassa-578	46	22	by	by	ADP
ijassa-578	46	23	countries	country	NOUN
ijassa-578	46	24	)	)	PUNCT
ijassa-578	46	25	,	,	PUNCT
ijassa-578	46	26	the	the	DET
ijassa-578	46	27	gas	gas	NOUN
ijassa-578	46	28	production	production	NOUN
ijassa-578	46	29	required	require	VERB
ijassa-578	46	30	for	for	ADP
ijassa-578	46	31	these	these	DET
ijassa-578	46	32	supplies	supply	NOUN
ijassa-578	46	33	(	(	PUNCT
ijassa-578	46	34	in	in	ADP
ijassa-578	46	35	the	the	DET
ijassa-578	46	36	same	same	ADJ
ijassa-578	46	37	level	level	NOUN
ijassa-578	46	38	of	of	ADP
ijassa-578	46	39	detail	detail	NOUN
ijassa-578	46	40	as	as	ADP
ijassa-578	46	41	gas	gas	NOUN
ijassa-578	46	42	supply	supply	NOUN
ijassa-578	46	43	input	input	NOUN
ijassa-578	46	44	in	in	ADP
ijassa-578	46	45	the	the	DET
ijassa-578	46	46	model	model	NOUN
ijassa-578	46	47	)	)	PUNCT
ijassa-578	46	48	,	,	PUNCT
ijassa-578	46	49	gas	gas	NOUN
ijassa-578	46	50	storage	storage	NOUN
ijassa-578	46	51	volumes	volume	NOUN
ijassa-578	46	52	,	,	PUNCT
ijassa-578	46	53	gas	gas	NOUN
ijassa-578	46	54	prices	price	NOUN
ijassa-578	46	55	as	as	ADP
ijassa-578	46	56	long	long	ADJ
ijassa-578	46	57	-	-	PUNCT
ijassa-578	46	58	term	term	NOUN
ijassa-578	46	59	marginal	marginal	ADJ
ijassa-578	46	60	costs	cost	NOUN
ijassa-578	46	61	of	of	ADP
ijassa-578	46	62	supplying	supply	VERB
ijassa-578	46	63	gas	gas	NOUN
ijassa-578	46	64	to	to	ADP
ijassa-578	46	65	each	each	DET
ijassa-578	46	66	node	node	NOUN
ijassa-578	46	67	and	and	CCONJ
ijassa-578	46	68	refinement	refinement	NOUN
ijassa-578	46	69	of	of	ADP
ijassa-578	46	70	gas	gas	NOUN
ijassa-578	46	71	consumption	consumption	NOUN
ijassa-578	46	72	volumes	volume	NOUN
ijassa-578	46	73	,	,	PUNCT
ijassa-578	46	74	with	with	ADP
ijassa-578	46	75	consideration	consideration	NOUN
ijassa-578	46	76	of	of	ADP
ijassa-578	46	77	the	the	DET
ijassa-578	46	78	switching	switching	NOUN
ijassa-578	46	79	of	of	ADP
ijassa-578	46	80	part	part	NOUN
ijassa-578	46	81	of	of	ADP
ijassa-578	46	82	the	the	DET
ijassa-578	46	83	demand	demand	NOUN
ijassa-578	46	84	for	for	ADP
ijassa-578	46	85	alternative	alternative	ADJ
ijassa-578	46	86	fuels	fuel	NOUN
ijassa-578	46	87	.	.	PUNCT
ijassa-578	47	1	based	base	VERB
ijassa-578	47	2	on	on	ADP
ijassa-578	47	3	the	the	DET
ijassa-578	47	4	calculation	calculation	NOUN
ijassa-578	47	5	results	result	NOUN
ijassa-578	47	6	per	per	ADP
ijassa-578	47	7	each	each	DET
ijassa-578	47	8	node	node	NOUN
ijassa-578	47	9	,	,	PUNCT
ijassa-578	47	10	the	the	DET
ijassa-578	47	11	following	follow	VERB
ijassa-578	47	12	condition	condition	NOUN
ijassa-578	47	13	is	be	AUX
ijassa-578	47	14	fulfilled	fulfil	VERB
ijassa-578	47	15	:	:	PUNCT
ijassa-578	47	16	gas	gas	NOUN
ijassa-578	47	17	production	production	NOUN
ijassa-578	47	18	+	+	CCONJ
ijassa-578	47	19	piped	pipe	VERB
ijassa-578	47	20	gas	gas	NOUN
ijassa-578	47	21	and	and	CCONJ
ijassa-578	47	22	lng	lng	PROPN
ijassa-578	47	23	import	import	PROPN
ijassa-578	47	24	+	+	CCONJ
ijassa-578	47	25	withdrawal	withdrawal	NOUN
ijassa-578	47	26	from	from	ADP
ijassa-578	47	27	gas	gas	NOUN
ijassa-578	47	28	storage	storage	NOUN
ijassa-578	47	29	gas	gas	NOUN
ijassa-578	47	30	consumption	consumption	NOUN
ijassa-578	47	31	piped	pipe	VERB
ijassa-578	47	32	gas	gas	NOUN
ijassa-578	47	33	and	and	CCONJ
ijassa-578	47	34	lng	lng	NOUN
ijassa-578	47	35	export	export	NOUN
ijassa-578	47	36	injection	injection	NOUN
ijassa-578	47	37	into	into	ADP
ijassa-578	47	38	gas	gas	NOUN
ijassa-578	47	39	storage	storage	NOUN
ijassa-578	47	40	=	=	SYM
ijassa-578	47	41	0	0	X
ijassa-578	47	42	.	.	PUNCT
ijassa-578	48	1	in	in	ADP
ijassa-578	48	2	general	general	ADJ
ijassa-578	48	3	,	,	PUNCT
ijassa-578	48	4	the	the	DET
ijassa-578	48	5	scheme	scheme	NOUN
ijassa-578	48	6	of	of	ADP
ijassa-578	48	7	input	input	NOUN
ijassa-578	48	8	parameters	parameter	NOUN
ijassa-578	48	9	and	and	CCONJ
ijassa-578	48	10	assumptions	assumption	NOUN
ijassa-578	48	11	and	and	CCONJ
ijassa-578	48	12	output	output	NOUN
ijassa-578	48	13	data	datum	NOUN
ijassa-578	48	14	appears	appear	VERB
ijassa-578	48	15	as	as	SCONJ
ijassa-578	48	16	follows	follow	VERB
ijassa-578	48	17	(	(	PUNCT
ijassa-578	48	18	fig	fig	NOUN
ijassa-578	48	19	.	.	PUNCT
ijassa-578	49	1	2	2	NUM
ijassa-578	49	2	)	)	PUNCT
ijassa-578	49	3	.	.	PUNCT
ijassa-578	50	1	fig	fig	NOUN
ijassa-578	50	2	.	.	PUNCT
ijassa-578	51	1	2	2	X
ijassa-578	51	2	.	.	NUM
ijassa-578	51	3	inputs	input	NOUN
ijassa-578	51	4	and	and	CCONJ
ijassa-578	51	5	outputs	output	NOUN
ijassa-578	51	6	in	in	ADP
ijassa-578	51	7	optimization	optimization	NOUN
ijassa-578	51	8	models	model	NOUN
ijassa-578	51	9	of	of	ADP
ijassa-578	51	10	global	global	ADJ
ijassa-578	51	11	gas	gas	NOUN
ijassa-578	51	12	market	market	NOUN
ijassa-578	51	13	development	development	NOUN
ijassa-578	51	14	.	.	PUNCT
ijassa-578	52	1	source	source	NOUN
ijassa-578	52	2	:	:	PUNCT
ijassa-578	52	3	eri	eri	PROPN
ijassa-578	52	4	ras	ras	PROPN
ijassa-578	52	5	.	.	PROPN
ijassa-578	53	1	3	3	X
ijassa-578	53	2	.	.	NOUN
ijassa-578	53	3	sensitivity	sensitivity	NOUN
ijassa-578	53	4	analysis	analysis	NOUN
ijassa-578	53	5	and	and	CCONJ
ijassa-578	53	6	results	result	NOUN
ijassa-578	53	7	as	as	ADP
ijassa-578	53	8	the	the	DET
ijassa-578	53	9	studies	study	NOUN
ijassa-578	53	10	and	and	CCONJ
ijassa-578	53	11	results	result	NOUN
ijassa-578	53	12	of	of	ADP
ijassa-578	53	13	the	the	DET
ijassa-578	53	14	calculations	calculation	NOUN
ijassa-578	53	15	show	show	VERB
ijassa-578	53	16	[	[	X
ijassa-578	53	17	3	3	NUM
ijassa-578	53	18	,	,	PUNCT
ijassa-578	53	19	4	4	NUM
ijassa-578	53	20	]	]	PUNCT
ijassa-578	53	21	,	,	PUNCT
ijassa-578	53	22	currently	currently	ADV
ijassa-578	53	23	,	,	PUNCT
ijassa-578	53	24	gas	gas	NOUN
ijassa-578	53	25	prices	price	NOUN
ijassa-578	53	26	are	be	AUX
ijassa-578	53	27	more	more	ADV
ijassa-578	53	28	influenced	influence	VERB
ijassa-578	53	29	by	by	ADP
ijassa-578	53	30	oil	oil	NOUN
ijassa-578	53	31	prices	price	NOUN
ijassa-578	53	32	in	in	ADP
ijassa-578	53	33	the	the	DET
ijassa-578	53	34	asian	asian	ADJ
ijassa-578	53	35	and	and	CCONJ
ijassa-578	53	36	european	european	ADJ
ijassa-578	53	37	markets	market	NOUN
ijassa-578	53	38	,	,	PUNCT
ijassa-578	53	39	but	but	CCONJ
ijassa-578	53	40	in	in	ADP
ijassa-578	53	41	the	the	DET
ijassa-578	53	42	long	long	ADJ
ijassa-578	53	43	term	term	NOUN
ijassa-578	53	44	,	,	PUNCT
ijassa-578	53	45	the	the	DET
ijassa-578	53	46	role	role	NOUN
ijassa-578	53	47	of	of	ADP
ijassa-578	53	48	gas	gas	NOUN
ijassa-578	53	49	-	-	PUNCT
ijassa-578	53	50	on	on	ADP
ijassa-578	53	51	-	-	PUNCT
ijassa-578	53	52	gas	gas	NOUN
ijassa-578	53	53	competition	competition	NOUN
ijassa-578	53	54	and	and	CCONJ
ijassa-578	53	55	hence	hence	ADV
ijassa-578	53	56	the	the	DET
ijassa-578	53	57	role	role	NOUN
ijassa-578	53	58	of	of	ADP
ijassa-578	53	59	gas	gas	NOUN
ijassa-578	53	60	production	production	NOUN
ijassa-578	53	61	and	and	CCONJ
ijassa-578	53	62	transportation	transportation	NOUN
ijassa-578	53	63	costs	cost	NOUN
ijassa-578	53	64	will	will	AUX
ijassa-578	53	65	increase	increase	VERB
ijassa-578	53	66	in	in	ADP
ijassa-578	53	67	all	all	DET
ijassa-578	53	68	key	key	ADJ
ijassa-578	53	69	global	global	ADJ
ijassa-578	53	70	markets	market	NOUN
ijassa-578	53	71	.	.	PUNCT
ijassa-578	54	1	in	in	ADP
ijassa-578	54	2	the	the	DET
ijassa-578	54	3	us	us	PROPN
ijassa-578	54	4	market	market	NOUN
ijassa-578	54	5	,	,	PUNCT
ijassa-578	54	6	gas	gas	NOUN
ijassa-578	54	7	production	production	NOUN
ijassa-578	54	8	costs	cost	NOUN
ijassa-578	54	9	already	already	ADV
ijassa-578	54	10	directly	directly	ADV
ijassa-578	54	11	affect	affect	VERB
ijassa-578	54	12	market	market	NOUN
ijassa-578	54	13	gas	gas	NOUN
ijassa-578	54	14	prices.the	prices.the	DET
ijassa-578	54	15	prospects	prospect	NOUN
ijassa-578	54	16	for	for	ADP
ijassa-578	54	17	changing	change	VERB
ijassa-578	54	18	directions	direction	NOUN
ijassa-578	54	19	and	and	CCONJ
ijassa-578	54	20	the	the	DET
ijassa-578	54	21	level	level	NOUN
ijassa-578	54	22	of	of	ADP
ijassa-578	54	23	global	global	ADJ
ijassa-578	54	24	gas	gas	NOUN
ijassa-578	54	25	trade	trade	NOUN
ijassa-578	54	26	in	in	ADP
ijassa-578	54	27	the	the	DET
ijassa-578	54	28	next	next	ADJ
ijassa-578	54	29	25	25	NUM
ijassa-578	54	30	years	year	NOUN
ijassa-578	54	31	will	will	AUX
ijassa-578	54	32	largely	largely	ADV
ijassa-578	54	33	be	be	AUX
ijassa-578	54	34	determined	determine	VERB
ijassa-578	54	35	by	by	ADP
ijassa-578	54	36	the	the	DET
ijassa-578	54	37	demand	demand	NOUN
ijassa-578	54	38	in	in	ADP
ijassa-578	54	39	asia	asia	PROPN
ijassa-578	54	40	.	.	PUNCT
ijassa-578	55	1	russian	russian	ADJ
ijassa-578	55	2	exports	export	NOUN
ijassa-578	55	3	to	to	ADP
ijassa-578	55	4	the	the	DET
ijassa-578	55	5	east	east	NOUN
ijassa-578	55	6	will	will	AUX
ijassa-578	55	7	mainly	mainly	ADV
ijassa-578	55	8	depend	depend	VERB
ijassa-578	55	9	on	on	ADP
ijassa-578	55	10	the	the	DET
ijassa-578	55	11	opportunities	opportunity	NOUN
ijassa-578	55	12	for	for	ADP
ijassa-578	55	13	production	production	NOUN
ijassa-578	55	14	,	,	PUNCT
ijassa-578	55	15	the	the	DET
ijassa-578	55	16	projects	project	NOUN
ijassa-578	55	17	implemented	implement	VERB
ijassa-578	55	18	and	and	CCONJ
ijassa-578	55	19	contracts	contract	NOUN
ijassa-578	55	20	signed	sign	VERB
ijassa-578	55	21	.	.	PUNCT
ijassa-578	56	1	in	in	ADP
ijassa-578	56	2	the	the	DET
ijassa-578	56	3	european	european	NOUN
ijassa-578	56	4	and	and	CCONJ
ijassa-578	56	5	the	the	DET
ijassa-578	56	6	cis	cis	NOUN
ijassa-578	56	7	market	market	NOUN
ijassa-578	56	8	the	the	DET
ijassa-578	56	9	dynamics	dynamic	NOUN
ijassa-578	56	10	of	of	ADP
ijassa-578	56	11	demand	demand	NOUN
ijassa-578	56	12	and	and	CCONJ
ijassa-578	56	13	the	the	DET
ijassa-578	56	14	possibilities	possibility	NOUN
ijassa-578	56	15	of	of	ADP
ijassa-578	56	16	competition	competition	NOUN
ijassa-578	56	17	will	will	AUX
ijassa-578	56	18	62	62	NUM
ijassa-578	56	19	v.	v.	ADP
ijassa-578	56	20	kulagin	kulagin	NOUN
ijassa-578	56	21	,	,	PUNCT
ijassa-578	57	1	a.	a.	PROPN
ijassa-578	57	2	galkina	galkina	PROPN
ijassa-578	57	3	copyright	copyright	NOUN
ijassa-578	57	4	©	©	PROPN
ijassa-578	57	5	2018	2018	NUM
ijassa-578	57	6	assa	assa	PROPN
ijassa-578	57	7	adv	adv	PROPN
ijassa-578	57	8	.	.	PUNCT
ijassa-578	58	1	in	in	ADP
ijassa-578	58	2	systems	system	NOUN
ijassa-578	58	3	science	science	NOUN
ijassa-578	58	4	and	and	CCONJ
ijassa-578	58	5	appl	appl	NOUN
ijassa-578	58	6	.	.	PUNCT
ijassa-578	59	1	(	(	PUNCT
ijassa-578	59	2	2018	2018	NUM
ijassa-578	59	3	)	)	PUNCT
ijassa-578	59	4	play	play	VERB
ijassa-578	59	5	a	a	DET
ijassa-578	59	6	key	key	ADJ
ijassa-578	59	7	role	role	NOUN
ijassa-578	59	8	,	,	PUNCT
ijassa-578	59	9	while	while	SCONJ
ijassa-578	59	10	the	the	DET
ijassa-578	59	11	production	production	NOUN
ijassa-578	59	12	and	and	CCONJ
ijassa-578	59	13	transportation	transportation	NOUN
ijassa-578	59	14	capacities	capacity	NOUN
ijassa-578	59	15	will	will	AUX
ijassa-578	59	16	have	have	VERB
ijassa-578	59	17	sufficient	sufficient	ADJ
ijassa-578	59	18	reserves	reserve	NOUN
ijassa-578	59	19	for	for	ADP
ijassa-578	59	20	increasing	increase	VERB
ijassa-578	59	21	supplies	supply	NOUN
ijassa-578	59	22	when	when	SCONJ
ijassa-578	59	23	needed	need	VERB
ijassa-578	59	24	.	.	PUNCT
ijassa-578	60	1	the	the	DET
ijassa-578	60	2	considered	consider	VERB
ijassa-578	60	3	approach	approach	NOUN
ijassa-578	60	4	allows	allow	VERB
ijassa-578	60	5	for	for	ADP
ijassa-578	60	6	the	the	DET
ijassa-578	60	7	shaping	shaping	NOUN
ijassa-578	60	8	of	of	ADP
ijassa-578	60	9	complex	complex	ADJ
ijassa-578	60	10	scenarios	scenario	NOUN
ijassa-578	60	11	,	,	PUNCT
ijassa-578	60	12	exploring	explore	VERB
ijassa-578	60	13	interactions	interaction	NOUN
ijassa-578	60	14	between	between	ADP
ijassa-578	60	15	market	market	NOUN
ijassa-578	60	16	participants	participant	NOUN
ijassa-578	60	17	and	and	CCONJ
ijassa-578	60	18	analyzing	analyze	VERB
ijassa-578	60	19	the	the	DET
ijassa-578	60	20	sensitivity	sensitivity	NOUN
ijassa-578	60	21	of	of	ADP
ijassa-578	60	22	national	national	ADJ
ijassa-578	60	23	gas	gas	NOUN
ijassa-578	60	24	markets	market	NOUN
ijassa-578	60	25	to	to	ADP
ijassa-578	60	26	various	various	ADJ
ijassa-578	60	27	local	local	ADJ
ijassa-578	60	28	and	and	CCONJ
ijassa-578	60	29	global	global	ADJ
ijassa-578	60	30	factors	factor	NOUN
ijassa-578	60	31	(	(	PUNCT
ijassa-578	60	32	for	for	ADP
ijassa-578	60	33	example	example	NOUN
ijassa-578	60	34	,	,	PUNCT
ijassa-578	60	35	to	to	ADP
ijassa-578	60	36	changes	change	NOUN
ijassa-578	60	37	in	in	ADP
ijassa-578	60	38	global	global	ADJ
ijassa-578	60	39	or	or	CCONJ
ijassa-578	60	40	regional	regional	ADJ
ijassa-578	60	41	demand	demand	NOUN
ijassa-578	60	42	,	,	PUNCT
ijassa-578	60	43	the	the	DET
ijassa-578	60	44	costs	cost	NOUN
ijassa-578	60	45	and	and	CCONJ
ijassa-578	60	46	volumes	volume	NOUN
ijassa-578	60	47	of	of	ADP
ijassa-578	60	48	supply	supply	NOUN
ijassa-578	60	49	of	of	ADP
ijassa-578	60	50	conventional	conventional	ADJ
ijassa-578	60	51	and	and	CCONJ
ijassa-578	60	52	unconventional	unconventional	ADJ
ijassa-578	60	53	gas	gas	NOUN
ijassa-578	60	54	,	,	PUNCT
ijassa-578	60	55	changes	change	NOUN
ijassa-578	60	56	in	in	ADP
ijassa-578	60	57	taxation	taxation	NOUN
ijassa-578	60	58	,	,	PUNCT
ijassa-578	60	59	terms	term	NOUN
ijassa-578	60	60	of	of	ADP
ijassa-578	60	61	supply	supply	NOUN
ijassa-578	60	62	contracts	contract	NOUN
ijassa-578	60	63	)	)	PUNCT
ijassa-578	60	64	,	,	PUNCT
ijassa-578	60	65	as	as	ADV
ijassa-578	60	66	well	well	ADV
ijassa-578	60	67	as	as	ADP
ijassa-578	60	68	assessing	assess	VERB
ijassa-578	60	69	the	the	DET
ijassa-578	60	70	competitiveness	competitiveness	NOUN
ijassa-578	60	71	of	of	ADP
ijassa-578	60	72	projects	project	NOUN
ijassa-578	60	73	for	for	ADP
ijassa-578	60	74	gas	gas	NOUN
ijassa-578	60	75	production	production	NOUN
ijassa-578	60	76	and	and	CCONJ
ijassa-578	60	77	transportation	transportation	NOUN
ijassa-578	60	78	under	under	ADP
ijassa-578	60	79	various	various	ADJ
ijassa-578	60	80	conditions	condition	NOUN
ijassa-578	60	81	.	.	PUNCT
ijassa-578	61	1	references	reference	NOUN
ijassa-578	61	2	[	[	X
ijassa-578	61	3	1	1	NUM
ijassa-578	61	4	]	]	PUNCT
ijassa-578	61	5	indices	index	NOUN
ijassa-578	61	6	of	of	ADP
ijassa-578	61	7	operational	operational	ADJ
ijassa-578	61	8	(	(	PUNCT
ijassa-578	61	9	uoci	uoci	PROPN
ijassa-578	61	10	)	)	PUNCT
ijassa-578	61	11	and	and	CCONJ
ijassa-578	61	12	capital	capital	NOUN
ijassa-578	61	13	(	(	PUNCT
ijassa-578	61	14	ucci	ucci	ADJ
ijassa-578	61	15	)	)	PUNCT
ijassa-578	61	16	costs	cost	NOUN
ijassa-578	61	17	in	in	ADP
ijassa-578	61	18	the	the	DET
ijassa-578	61	19	oil	oil	NOUN
ijassa-578	61	20	and	and	CCONJ
ijassa-578	61	21	gas	gas	NOUN
ijassa-578	61	22	production	production	NOUN
ijassa-578	61	23	sector	sector	NOUN
ijassa-578	61	24	.	.	PUNCT
ijassa-578	62	1	ihs	ihs	NOUN
ijassa-578	62	2	indexes	index	VERB
ijassa-578	62	3	[	[	X
ijassa-578	62	4	online	online	X
ijassa-578	62	5	]	]	X
ijassa-578	62	6	available	available	ADJ
ijassa-578	62	7	https://www.ihs.com/info/cera/ihsindexes/	https://www.ihs.com/info/cera/ihsindexes/	PROPN
ijassa-578	63	1	[	[	X
ijassa-578	63	2	2	2	X
ijassa-578	63	3	]	]	PUNCT
ijassa-578	63	4	the	the	DET
ijassa-578	63	5	lng	lng	PROPN
ijassa-578	63	6	industry	industry	NOUN
ijassa-578	63	7	annual	annual	ADJ
ijassa-578	63	8	report	report	NOUN
ijassa-578	63	9	2017	2017	NUM
ijassa-578	63	10	,	,	PUNCT
ijassa-578	63	11	giignl	giignl	NOUN
ijassa-578	63	12	.	.	PUNCT
ijassa-578	64	1	[	[	X
ijassa-578	64	2	3	3	X
ijassa-578	64	3	]	]	X
ijassa-578	64	4	makarov	makarov	PROPN
ijassa-578	64	5	,	,	PUNCT
ijassa-578	64	6	a.	a.	NOUN
ijassa-578	64	7	grigoriev	grigoriev	PROPN
ijassa-578	64	8	,	,	PUNCT
ijassa-578	64	9	t.	t.	PROPN
ijassa-578	64	10	&	&	CCONJ
ijassa-578	64	11	mitrova	mitrova	PROPN
ijassa-578	64	12	t.	t.	PROPN
ijassa-578	64	13	(	(	PUNCT
ijassa-578	64	14	2016	2016	NUM
ijassa-578	64	15	)	)	PUNCT
ijassa-578	64	16	global	global	ADJ
ijassa-578	64	17	and	and	CCONJ
ijassa-578	64	18	russian	russian	ADJ
ijassa-578	64	19	energy	energy	NOUN
ijassa-578	64	20	outlook	outlook	NOUN
ijassa-578	64	21	.	.	PUNCT
ijassa-578	65	1	moscow	moscow	PROPN
ijassa-578	65	2	,	,	PUNCT
ijassa-578	65	3	russia	russia	PROPN
ijassa-578	65	4	:	:	PUNCT
ijassa-578	65	5	eri	eri	PROPN
ijassa-578	65	6	ras	ras	PROPN
ijassa-578	65	7	–	–	PUNCT
ijassa-578	65	8	acrf	acrf	NOUN
ijassa-578	65	9	.	.	PUNCT
ijassa-578	66	1	[	[	X
ijassa-578	66	2	4	4	NUM
ijassa-578	66	3	]	]	X
ijassa-578	66	4	kulagin	kulagin	NOUN
ijassa-578	66	5	,	,	PUNCT
ijassa-578	66	6	v.	v.	ADV
ijassa-578	66	7	,	,	PUNCT
ijassa-578	66	8	&	&	CCONJ
ijassa-578	66	9	mitrova	mitrova	PROPN
ijassa-578	66	10	,	,	PUNCT
ijassa-578	66	11	n.	n.	NOUN
ijassa-578	66	12	(	(	PUNCT
ijassa-578	66	13	2015	2015	NUM
ijassa-578	66	14	)	)	PUNCT
ijassa-578	66	15	.	.	PUNCT
ijassa-578	67	1	gazovyj	gazovyj	PROPN
ijassa-578	67	2	rynok	rynok	PROPN
ijassa-578	67	3	evropy	evropy	NOUN
ijassa-578	67	4	:	:	PUNCT
ijassa-578	67	5	utrachennye	utrachennye	PROPN
ijassa-578	67	6	illyuzii	illyuzii	NOUN
ijassa-578	67	7	i	i	PRON
ijassa-578	67	8	robkie	robkie	VERB
ijassa-578	67	9	nadezhdy	nadezhdy	NOUN
ijassa-578	68	1	[	[	X
ijassa-578	68	2	the	the	DET
ijassa-578	68	3	european	european	ADJ
ijassa-578	68	4	gas	gas	NOUN
ijassa-578	68	5	market	market	NOUN
ijassa-578	68	6	:	:	PUNCT
ijassa-578	68	7	lost	lose	VERB
ijassa-578	68	8	illusions	illusion	NOUN
ijassa-578	68	9	and	and	CCONJ
ijassa-578	68	10	glimmers	glimmer	NOUN
ijassa-578	68	11	of	of	ADP
ijassa-578	68	12	hope	hope	NOUN
ijassa-578	68	13	]	]	X
ijassa-578	68	14	.	.	PUNCT
ijassa-578	69	1	moscow	moscow	PROPN
ijassa-578	69	2	:	:	PUNCT
ijassa-578	69	3	national	national	PROPN
ijassa-578	69	4	research	research	PROPN
ijassa-578	69	5	university	university	PROPN
ijassa-578	69	6	higher	high	ADJ
ijassa-578	69	7	school	school	NOUN
ijassa-578	69	8	of	of	ADP
ijassa-578	69	9	economics	economic	NOUN
ijassa-578	69	10	.	.	PUNCT
ijassa-578	70	1	moscow	moscow	PROPN
ijassa-578	70	2	,	,	PUNCT
ijassa-578	70	3	russia	russia	PROPN
ijassa-578	70	4	.	.	PUNCT
ijassa-578	71	1	energy	energy	PROPN
ijassa-578	71	2	research	research	PROPN
ijassa-578	71	3	institute	institute	PROPN
ijassa-578	71	4	of	of	ADP
ijassa-578	71	5	the	the	DET
ijassa-578	71	6	russian	russian	PROPN
ijassa-578	71	7	academy	academy	PROPN
ijassa-578	71	8	of	of	ADP
ijassa-578	71	9	sciences	sciences	PROPN
ijassa-578	71	10	.	.	PUNCT
ijassa-578	72	1	[	[	X
ijassa-578	72	2	in	in	ADP
ijassa-578	72	3	russian	russian	NOUN
ijassa-578	72	4	]	]	PUNCT
ijassa-578	72	5	.	.	PUNCT