id	sid	tid	token	lemma	pos
hassl-871	1	1	430	430	NUM
hassl-871	1	2	©	©	PROPN
hassl-871	1	3	2020	2020	NUM
hassl-871	1	4	conscientia	conscientia	PROPN
hassl-871	1	5	beam	beam	PROPN
hassl-871	1	6	.	.	PUNCT
hassl-871	2	1	all	all	DET
hassl-871	2	2	rights	right	NOUN
hassl-871	2	3	reserved	reserve	VERB
hassl-871	2	4	.	.	PUNCT
hassl-871	3	1	forecasting	forecast	VERB
hassl-871	3	2	production	production	NOUN
hassl-871	3	3	and	and	CCONJ
hassl-871	3	4	export	export	NOUN
hassl-871	3	5	of	of	ADP
hassl-871	3	6	thailand	thailand	PROPN
hassl-871	3	7	’s	’s	PART
hassl-871	3	8	durian	durian	ADJ
hassl-871	3	9	fruit	fruit	NOUN
hassl-871	3	10	:	:	PUNCT
hassl-871	3	11	an	an	DET
hassl-871	3	12	empirical	empirical	ADJ
hassl-871	3	13	study	study	NOUN
hassl-871	3	14	using	use	VERB
hassl-871	3	15	the	the	DET
hassl-871	3	16	box	box	NOUN
hassl-871	3	17	–	–	PUNCT
hassl-871	3	18	jenkins	jenkins	PROPN
hassl-871	3	19	approach	approach	VERB
hassl-871	3	20	paisan	paisan	ADJ
hassl-871	3	21	rueangrit1	rueangrit1	NOUN
hassl-871	3	22	+	+	CCONJ
hassl-871	3	23	chalermpon	chalermpon	PROPN
hassl-871	3	24	jatuporn2	jatuporn2	PROPN
hassl-871	3	25	vasu	vasu	PROPN
hassl-871	3	26	suvanvihok3	suvanvihok3	PROPN
hassl-871	3	27	apinya	apinya	PROPN
hassl-871	3	28	wanaset4	wanaset4	X
hassl-871	3	29	1graduate	1graduate	NUM
hassl-871	3	30	student	student	NOUN
hassl-871	3	31	,	,	PUNCT
hassl-871	3	32	master	master	NOUN
hassl-871	3	33	of	of	ADP
hassl-871	3	34	economics	economics	PROPN
hassl-871	3	35	program	program	NOUN
hassl-871	3	36	,	,	PUNCT
hassl-871	3	37	school	school	NOUN
hassl-871	3	38	of	of	ADP
hassl-871	3	39	economics	economic	NOUN
hassl-871	3	40	,	,	PUNCT
hassl-871	3	41	sukhothai	sukhothai	PROPN
hassl-871	3	42	thammathirat	thammathirat	PROPN
hassl-871	3	43	open	open	PROPN
hassl-871	3	44	university	university	PROPN
hassl-871	3	45	,	,	PUNCT
hassl-871	3	46	thailand	thailand	PROPN
hassl-871	3	47	.	.	PUNCT
hassl-871	4	1	2,3,4school	2,3,4school	NUM
hassl-871	4	2	of	of	ADP
hassl-871	4	3	economics	economic	NOUN
hassl-871	4	4	,	,	PUNCT
hassl-871	4	5	sukhothai	sukhothai	PROPN
hassl-871	4	6	thammathirat	thammathirat	PROPN
hassl-871	4	7	open	open	PROPN
hassl-871	4	8	university	university	PROPN
hassl-871	4	9	,	,	PUNCT
hassl-871	4	10	thailand	thailand	PROPN
hassl-871	4	11	.	.	PUNCT
hassl-871	5	1	(	(	PUNCT
hassl-871	5	2	+	+	CCONJ
hassl-871	5	3	corresponding	correspond	VERB
hassl-871	5	4	author	author	NOUN
hassl-871	5	5	)	)	PUNCT
hassl-871	5	6	abstract	abstract	ADJ
hassl-871	5	7	article	article	NOUN
hassl-871	5	8	history	history	NOUN
hassl-871	5	9	received	receive	VERB
hassl-871	5	10	:	:	PUNCT
hassl-871	5	11	21	21	NUM
hassl-871	5	12	august	august	PROPN
hassl-871	5	13	2020	2020	NUM
hassl-871	5	14	revised	revise	VERB
hassl-871	5	15	:	:	PUNCT
hassl-871	5	16	30	30	NUM
hassl-871	5	17	september	september	PROPN
hassl-871	5	18	2020	2020	NUM
hassl-871	5	19	accepted	accept	VERB
hassl-871	5	20	:	:	PUNCT
hassl-871	5	21	16	16	NUM
hassl-871	5	22	october	october	PROPN
hassl-871	5	23	2020	2020	NUM
hassl-871	5	24	published	publish	VERB
hassl-871	5	25	:	:	PUNCT
hassl-871	5	26	11	11	NUM
hassl-871	5	27	november	november	NOUN
hassl-871	5	28	2020	2020	NUM
hassl-871	5	29	keywords	keyword	NOUN
hassl-871	5	30	time	time	NOUN
hassl-871	5	31	series	series	PROPN
hassl-871	5	32	seasonal	seasonal	ADJ
hassl-871	5	33	arima	arima	PROPN
hassl-871	5	34	king	king	NOUN
hassl-871	5	35	of	of	ADP
hassl-871	5	36	fruits	fruit	NOUN
hassl-871	5	37	tropical	tropical	ADJ
hassl-871	5	38	fruit	fruit	NOUN
hassl-871	5	39	chinese	chinese	ADJ
hassl-871	5	40	market	market	NOUN
hassl-871	5	41	southeast	southeast	PROPN
hassl-871	5	42	asia	asia	PROPN
hassl-871	5	43	.	.	PUNCT
hassl-871	6	1	this	this	DET
hassl-871	6	2	research	research	NOUN
hassl-871	6	3	aims	aim	VERB
hassl-871	6	4	to	to	PART
hassl-871	6	5	forecast	forecast	VERB
hassl-871	6	6	the	the	DET
hassl-871	6	7	production	production	NOUN
hassl-871	6	8	and	and	CCONJ
hassl-871	6	9	export	export	NOUN
hassl-871	6	10	of	of	ADP
hassl-871	6	11	thailand	thailand	PROPN
hassl-871	6	12	’s	’s	PART
hassl-871	6	13	durian	durian	ADJ
hassl-871	6	14	fruit	fruit	NOUN
hassl-871	6	15	using	use	VERB
hassl-871	6	16	the	the	DET
hassl-871	6	17	box	box	NOUN
hassl-871	6	18	–	–	PUNCT
hassl-871	6	19	jenkins	jenkin	NOUN
hassl-871	6	20	procedure	procedure	NOUN
hassl-871	6	21	.	.	PUNCT
hassl-871	7	1	the	the	DET
hassl-871	7	2	export	export	NOUN
hassl-871	7	3	of	of	ADP
hassl-871	7	4	thailand	thailand	PROPN
hassl-871	7	5	’s	’s	PART
hassl-871	7	6	durian	durian	PROPN
hassl-871	7	7	focuses	focus	VERB
hassl-871	7	8	on	on	ADP
hassl-871	7	9	the	the	DET
hassl-871	7	10	chinese	chinese	ADJ
hassl-871	7	11	market	market	NOUN
hassl-871	7	12	and	and	CCONJ
hassl-871	7	13	the	the	DET
hassl-871	7	14	world	world	NOUN
hassl-871	7	15	market	market	NOUN
hassl-871	7	16	.	.	PUNCT
hassl-871	8	1	the	the	DET
hassl-871	8	2	monthly	monthly	ADJ
hassl-871	8	3	time	time	NOUN
hassl-871	8	4	series	series	NOUN
hassl-871	8	5	from	from	ADP
hassl-871	8	6	january	january	PROPN
hassl-871	8	7	2005	2005	NUM
hassl-871	8	8	to	to	ADP
hassl-871	8	9	june	june	PROPN
hassl-871	8	10	2020	2020	NUM
hassl-871	8	11	is	be	AUX
hassl-871	8	12	modeled	model	VERB
hassl-871	8	13	using	use	VERB
hassl-871	8	14	a	a	DET
hassl-871	8	15	seasonal	seasonal	ADJ
hassl-871	8	16	autoregressive	autoregressive	ADJ
hassl-871	8	17	integrated	integrated	ADJ
hassl-871	8	18	moving	move	VERB
hassl-871	8	19	average	average	ADJ
hassl-871	8	20	(	(	PUNCT
hassl-871	8	21	sarima	sarima	NOUN
hassl-871	8	22	)	)	PUNCT
hassl-871	8	23	.	.	PUNCT
hassl-871	9	1	the	the	DET
hassl-871	9	2	empirical	empirical	ADJ
hassl-871	9	3	results	result	NOUN
hassl-871	9	4	revealed	reveal	VERB
hassl-871	9	5	that	that	SCONJ
hassl-871	9	6	the	the	DET
hassl-871	9	7	models	model	NOUN
hassl-871	9	8	of	of	ADP
hassl-871	9	9	sarima(2,1,1)(0,1,1)12	sarima(2,1,1)(0,1,1)12	PROPN
hassl-871	9	10	,	,	PUNCT
hassl-871	9	11	sarima(2,1,1)(0,1,0)12	sarima(2,1,1)(0,1,0)12	PROPN
hassl-871	9	12	,	,	PUNCT
hassl-871	9	13	and	and	CCONJ
hassl-871	9	14	sarima(4,1,1)(0,1,0)12	sarima(4,1,1)(0,1,0)12	PROPN
hassl-871	9	15	were	be	AUX
hassl-871	9	16	selected	select	VERB
hassl-871	9	17	as	as	ADP
hassl-871	9	18	the	the	DET
hassl-871	9	19	most	most	ADV
hassl-871	9	20	suitable	suitable	ADJ
hassl-871	9	21	models	model	NOUN
hassl-871	9	22	to	to	PART
hassl-871	9	23	forecast	forecast	VERB
hassl-871	9	24	the	the	DET
hassl-871	9	25	durian	durian	ADJ
hassl-871	9	26	production	production	NOUN
hassl-871	9	27	of	of	ADP
hassl-871	9	28	thailand	thailand	PROPN
hassl-871	9	29	,	,	PUNCT
hassl-871	9	30	durian	durian	ADJ
hassl-871	9	31	export	export	NOUN
hassl-871	9	32	to	to	ADP
hassl-871	9	33	the	the	DET
hassl-871	9	34	chinese	chinese	ADJ
hassl-871	9	35	market	market	NOUN
hassl-871	9	36	,	,	PUNCT
hassl-871	9	37	and	and	CCONJ
hassl-871	9	38	durian	durian	ADJ
hassl-871	9	39	export	export	NOUN
hassl-871	9	40	to	to	ADP
hassl-871	9	41	the	the	DET
hassl-871	9	42	world	world	NOUN
hassl-871	9	43	market	market	NOUN
hassl-871	9	44	,	,	PUNCT
hassl-871	9	45	respectively	respectively	ADV
hassl-871	9	46	.	.	PUNCT
hassl-871	10	1	the	the	DET
hassl-871	10	2	findings	finding	NOUN
hassl-871	10	3	indicated	indicate	VERB
hassl-871	10	4	that	that	SCONJ
hassl-871	10	5	the	the	DET
hassl-871	10	6	durian	durian	ADJ
hassl-871	10	7	production	production	NOUN
hassl-871	10	8	of	of	ADP
hassl-871	10	9	thailand	thailand	PROPN
hassl-871	10	10	will	will	AUX
hassl-871	10	11	increase	increase	VERB
hassl-871	10	12	by	by	ADP
hassl-871	10	13	2.419	2.419	NUM
hassl-871	10	14	%	%	NOUN
hassl-871	10	15	in	in	ADP
hassl-871	10	16	the	the	DET
hassl-871	10	17	second	second	ADJ
hassl-871	10	18	half	half	NOUN
hassl-871	10	19	of	of	ADP
hassl-871	10	20	2020	2020	NUM
hassl-871	10	21	,	,	PUNCT
hassl-871	10	22	and	and	CCONJ
hassl-871	10	23	by	by	ADP
hassl-871	10	24	13.480	13.480	NUM
hassl-871	10	25	%	%	NOUN
hassl-871	10	26	in	in	ADP
hassl-871	10	27	2021	2021	NUM
hassl-871	10	28	.	.	PUNCT
hassl-871	11	1	this	this	PRON
hassl-871	11	2	is	be	AUX
hassl-871	11	3	in	in	ADP
hassl-871	11	4	line	line	NOUN
hassl-871	11	5	with	with	ADP
hassl-871	11	6	the	the	DET
hassl-871	11	7	forecasts	forecast	NOUN
hassl-871	11	8	for	for	ADP
hassl-871	11	9	durian	durian	ADJ
hassl-871	11	10	exports	export	NOUN
hassl-871	11	11	to	to	ADP
hassl-871	11	12	the	the	DET
hassl-871	11	13	chinese	chinese	ADJ
hassl-871	11	14	and	and	CCONJ
hassl-871	11	15	world	world	NOUN
hassl-871	11	16	markets	market	NOUN
hassl-871	11	17	that	that	PRON
hassl-871	11	18	predict	predict	VERB
hassl-871	11	19	growth	growth	NOUN
hassl-871	11	20	in	in	ADP
hassl-871	11	21	the	the	DET
hassl-871	11	22	second	second	ADJ
hassl-871	11	23	half	half	NOUN
hassl-871	11	24	of	of	ADP
hassl-871	11	25	2020	2020	NUM
hassl-871	11	26	by	by	ADP
hassl-871	11	27	43.398	43.398	NUM
hassl-871	11	28	%	%	NOUN
hassl-871	11	29	and	and	CCONJ
hassl-871	11	30	0.542	0.542	NUM
hassl-871	11	31	%	%	NOUN
hassl-871	11	32	,	,	PUNCT
hassl-871	11	33	respectively	respectively	ADV
hassl-871	11	34	,	,	PUNCT
hassl-871	11	35	and	and	CCONJ
hassl-871	11	36	in	in	ADP
hassl-871	11	37	2021	2021	NUM
hassl-871	11	38	by	by	ADP
hassl-871	11	39	31.299	31.299	NUM
hassl-871	11	40	%	%	NOUN
hassl-871	11	41	and	and	CCONJ
hassl-871	11	42	6.023	6.023	NUM
hassl-871	11	43	%	%	NOUN
hassl-871	11	44	,	,	PUNCT
hassl-871	11	45	respectively	respectively	ADV
hassl-871	11	46	.	.	PUNCT
hassl-871	12	1	contribution	contribution	NOUN
hassl-871	12	2	/	/	SYM
hassl-871	12	3	originality	originality	NOUN
hassl-871	12	4	:	:	PUNCT
hassl-871	12	5	thailand	thailand	PROPN
hassl-871	12	6	is	be	AUX
hassl-871	12	7	a	a	DET
hassl-871	12	8	significant	significant	ADJ
hassl-871	12	9	durian	durian	ADJ
hassl-871	12	10	producer	producer	NOUN
hassl-871	12	11	and	and	CCONJ
hassl-871	12	12	exporter	exporter	NOUN
hassl-871	12	13	to	to	ADP
hassl-871	12	14	the	the	DET
hassl-871	12	15	world	world	NOUN
hassl-871	12	16	market	market	NOUN
hassl-871	12	17	.	.	PUNCT
hassl-871	13	1	this	this	DET
hassl-871	13	2	study	study	NOUN
hassl-871	13	3	is	be	AUX
hassl-871	13	4	one	one	NUM
hassl-871	13	5	of	of	ADP
hassl-871	13	6	the	the	DET
hassl-871	13	7	very	very	ADV
hassl-871	13	8	few	few	ADJ
hassl-871	13	9	studies	study	NOUN
hassl-871	13	10	that	that	PRON
hassl-871	13	11	have	have	AUX
hassl-871	13	12	investigated	investigate	VERB
hassl-871	13	13	the	the	DET
hassl-871	13	14	seasonal	seasonal	ADJ
hassl-871	13	15	forecasting	forecasting	NOUN
hassl-871	13	16	of	of	ADP
hassl-871	13	17	thailand	thailand	PROPN
hassl-871	13	18	’s	’s	PART
hassl-871	13	19	durian	durian	ADJ
hassl-871	13	20	production	production	NOUN
hassl-871	13	21	and	and	CCONJ
hassl-871	13	22	export	export	NOUN
hassl-871	13	23	using	use	VERB
hassl-871	13	24	the	the	DET
hassl-871	13	25	box	box	NOUN
hassl-871	13	26	–	–	PUNCT
hassl-871	13	27	jenkins	jenkin	NOUN
hassl-871	13	28	procedure	procedure	NOUN
hassl-871	13	29	,	,	PUNCT
hassl-871	13	30	also	also	ADV
hassl-871	13	31	known	know	VERB
hassl-871	13	32	as	as	ADP
hassl-871	13	33	sarima(p	sarima(p	PROPN
hassl-871	13	34	,	,	PUNCT
hassl-871	13	35	d	d	NOUN
hassl-871	13	36	,	,	PUNCT
hassl-871	13	37	q)(p	q)(p	ADV
hassl-871	13	38	,	,	PUNCT
hassl-871	13	39	d	d	NOUN
hassl-871	13	40	,	,	PUNCT
hassl-871	13	41	q)s	q)s	NOUN
hassl-871	13	42	.	.	PUNCT
hassl-871	14	1	1	1	X
hassl-871	14	2	.	.	X
hassl-871	14	3	introduction	introduction	NOUN
hassl-871	14	4	the	the	DET
hassl-871	14	5	durian	durian	NOUN
hassl-871	14	6	is	be	AUX
hassl-871	14	7	a	a	DET
hassl-871	14	8	significant	significant	ADJ
hassl-871	14	9	fruit	fruit	NOUN
hassl-871	14	10	crop	crop	NOUN
hassl-871	14	11	in	in	ADP
hassl-871	14	12	the	the	DET
hassl-871	14	13	thai	thai	ADJ
hassl-871	14	14	agricultural	agricultural	ADJ
hassl-871	14	15	economy	economy	NOUN
hassl-871	14	16	due	due	ADP
hassl-871	14	17	to	to	ADP
hassl-871	14	18	the	the	DET
hassl-871	14	19	fact	fact	NOUN
hassl-871	14	20	that	that	SCONJ
hassl-871	14	21	thailand	thailand	PROPN
hassl-871	14	22	has	have	AUX
hassl-871	14	23	a	a	DET
hassl-871	14	24	suitable	suitable	ADJ
hassl-871	14	25	climate	climate	NOUN
hassl-871	14	26	and	and	CCONJ
hassl-871	14	27	excellent	excellent	ADJ
hassl-871	14	28	soil	soil	NOUN
hassl-871	14	29	for	for	ADP
hassl-871	14	30	optimum	optimum	ADJ
hassl-871	14	31	durian	durian	ADJ
hassl-871	14	32	growth	growth	NOUN
hassl-871	14	33	.	.	PUNCT
hassl-871	15	1	thus	thus	ADV
hassl-871	15	2	,	,	PUNCT
hassl-871	15	3	thailand	thailand	PROPN
hassl-871	15	4	has	have	AUX
hassl-871	15	5	become	become	VERB
hassl-871	15	6	an	an	DET
hassl-871	15	7	important	important	ADJ
hassl-871	15	8	producer	producer	NOUN
hassl-871	15	9	and	and	CCONJ
hassl-871	15	10	exporter	exporter	NOUN
hassl-871	15	11	,	,	PUNCT
hassl-871	15	12	and	and	CCONJ
hassl-871	15	13	has	have	AUX
hassl-871	15	14	established	establish	VERB
hassl-871	15	15	an	an	DET
hassl-871	15	16	industry	industry	NOUN
hassl-871	15	17	valued	value	VERB
hassl-871	15	18	at	at	ADP
hassl-871	15	19	more	more	ADJ
hassl-871	15	20	than	than	ADP
hassl-871	15	21	a	a	DET
hassl-871	15	22	hundred	hundred	NUM
hassl-871	15	23	thousand	thousand	NUM
hassl-871	15	24	million	million	NUM
hassl-871	15	25	baht	baht	NOUN
hassl-871	15	26	,	,	PUNCT
hassl-871	15	27	which	which	PRON
hassl-871	15	28	can	can	AUX
hassl-871	15	29	be	be	AUX
hassl-871	15	30	calculated	calculate	VERB
hassl-871	15	31	as	as	ADP
hassl-871	15	32	more	more	ADJ
hassl-871	15	33	than	than	ADP
hassl-871	15	34	a	a	DET
hassl-871	15	35	million	million	NUM
hassl-871	15	36	tons	ton	NOUN
hassl-871	15	37	of	of	ADP
hassl-871	15	38	the	the	DET
hassl-871	15	39	product	product	NOUN
hassl-871	15	40	in	in	ADP
hassl-871	15	41	2019	2019	NUM
hassl-871	15	42	.	.	PUNCT
hassl-871	16	1	the	the	DET
hassl-871	16	2	most	most	ADV
hassl-871	16	3	appropriate	appropriate	ADJ
hassl-871	16	4	areas	area	NOUN
hassl-871	16	5	for	for	ADP
hassl-871	16	6	planting	planting	NOUN
hassl-871	16	7	durians	durian	NOUN
hassl-871	16	8	are	be	AUX
hassl-871	16	9	in	in	ADP
hassl-871	16	10	the	the	DET
hassl-871	16	11	eastern	eastern	ADJ
hassl-871	16	12	and	and	CCONJ
hassl-871	16	13	southern	southern	ADJ
hassl-871	16	14	regions	region	NOUN
hassl-871	16	15	of	of	ADP
hassl-871	16	16	thailand	thailand	PROPN
hassl-871	16	17	,	,	PUNCT
hassl-871	16	18	including	include	VERB
hassl-871	16	19	rayong	rayong	PROPN
hassl-871	16	20	,	,	PUNCT
hassl-871	16	21	chanthaburi	chanthaburi	PROPN
hassl-871	16	22	,	,	PUNCT
hassl-871	16	23	chumphon	chumphon	PROPN
hassl-871	16	24	,	,	PUNCT
hassl-871	16	25	surat	surat	PROPN
hassl-871	16	26	thani	thani	PROPN
hassl-871	16	27	,	,	PUNCT
hassl-871	16	28	nakhon	nakhon	PROPN
hassl-871	16	29	si	si	PROPN
hassl-871	16	30	thammarat	thammarat	PROPN
hassl-871	16	31	.	.	PUNCT
hassl-871	17	1	currently	currently	ADV
hassl-871	17	2	,	,	PUNCT
hassl-871	17	3	the	the	DET
hassl-871	17	4	durian	durian	ADJ
hassl-871	17	5	planting	planting	NOUN
hassl-871	17	6	areas	area	NOUN
hassl-871	17	7	have	have	AUX
hassl-871	17	8	expanded	expand	VERB
hassl-871	17	9	in	in	ADP
hassl-871	17	10	every	every	DET
hassl-871	17	11	region	region	NOUN
hassl-871	17	12	by	by	ADP
hassl-871	17	13	a	a	DET
hassl-871	17	14	million	million	NUM
hassl-871	17	15	rai	rai	X
hassl-871	17	16	(	(	PUNCT
hassl-871	17	17	6.25	6.25	NUM
hassl-871	17	18	rai	rai	X
hassl-871	17	19	=	=	SYM
hassl-871	17	20	1	1	NUM
hassl-871	17	21	hectare	hectare	NOUN
hassl-871	17	22	)	)	PUNCT
hassl-871	17	23	,	,	PUNCT
hassl-871	17	24	because	because	SCONJ
hassl-871	17	25	durian	durian	NOUN
hassl-871	17	26	is	be	AUX
hassl-871	17	27	an	an	DET
hassl-871	17	28	economic	economic	ADJ
hassl-871	17	29	cash	cash	NOUN
hassl-871	17	30	crop	crop	NOUN
hassl-871	17	31	greatly	greatly	ADV
hassl-871	17	32	enhancing	enhance	VERB
hassl-871	17	33	the	the	DET
hassl-871	17	34	income	income	NOUN
hassl-871	17	35	of	of	ADP
hassl-871	17	36	farmers	farmer	NOUN
hassl-871	17	37	;	;	PUNCT
hassl-871	17	38	moreover	moreover	ADV
hassl-871	17	39	,	,	PUNCT
hassl-871	17	40	the	the	DET
hassl-871	17	41	government	government	NOUN
hassl-871	17	42	and	and	CCONJ
hassl-871	17	43	private	private	ADJ
hassl-871	17	44	sectors	sector	NOUN
hassl-871	17	45	also	also	ADV
hassl-871	17	46	have	have	VERB
hassl-871	17	47	policies	policy	NOUN
hassl-871	17	48	to	to	PART
hassl-871	17	49	promote	promote	VERB
hassl-871	17	50	and	and	CCONJ
hassl-871	17	51	support	support	VERB
hassl-871	17	52	durian	durian	ADJ
hassl-871	17	53	planting	planting	NOUN
hassl-871	17	54	together	together	ADV
hassl-871	17	55	with	with	ADP
hassl-871	17	56	favoring	favor	VERB
hassl-871	17	57	durian	durian	ADJ
hassl-871	17	58	consumption	consumption	NOUN
hassl-871	17	59	,	,	PUNCT
hassl-871	17	60	which	which	PRON
hassl-871	17	61	is	be	AUX
hassl-871	17	62	increasing	increase	VERB
hassl-871	17	63	in	in	ADP
hassl-871	17	64	both	both	CCONJ
hassl-871	17	65	the	the	DET
hassl-871	17	66	thai	thai	ADJ
hassl-871	17	67	and	and	CCONJ
hassl-871	17	68	international	international	ADJ
hassl-871	17	69	markets	market	NOUN
hassl-871	17	70	.	.	PUNCT
hassl-871	18	1	its	its	PRON
hassl-871	18	2	growing	grow	VERB
hassl-871	18	3	popularity	popularity	NOUN
hassl-871	18	4	has	have	AUX
hassl-871	18	5	resulted	result	VERB
hassl-871	18	6	in	in	ADP
hassl-871	18	7	the	the	DET
hassl-871	18	8	increasing	increase	VERB
hassl-871	18	9	cost	cost	NOUN
hassl-871	18	10	of	of	ADP
hassl-871	18	11	durian	durian	NOUN
hassl-871	18	12	in	in	ADP
hassl-871	18	13	recent	recent	ADJ
hassl-871	18	14	years	year	NOUN
hassl-871	18	15	;	;	PUNCT
hassl-871	18	16	durian	durian	ADJ
hassl-871	18	17	prices	price	NOUN
hassl-871	18	18	between	between	ADP
hassl-871	18	19	2010	2010	NUM
hassl-871	18	20	and	and	CCONJ
hassl-871	18	21	2019	2019	NUM
hassl-871	18	22	increased	increase	VERB
hassl-871	18	23	by	by	ADP
hassl-871	18	24	an	an	DET
hassl-871	18	25	average	average	NOUN
hassl-871	18	26	of	of	ADP
hassl-871	18	27	14.565	14.565	NUM
hassl-871	18	28	%	%	NOUN
hassl-871	18	29	per	per	ADP
hassl-871	18	30	year	year	NOUN
hassl-871	18	31	.	.	PUNCT
hassl-871	19	1	meanwhile	meanwhile	ADV
hassl-871	19	2	,	,	PUNCT
hassl-871	19	3	the	the	DET
hassl-871	19	4	overall	overall	ADJ
hassl-871	19	5	index	index	NOUN
hassl-871	19	6	of	of	ADP
hassl-871	19	7	agricultural	agricultural	ADJ
hassl-871	19	8	product	product	NOUN
hassl-871	19	9	prices	price	NOUN
hassl-871	19	10	during	during	ADP
hassl-871	19	11	the	the	DET
hassl-871	19	12	period	period	NOUN
hassl-871	19	13	2010	2010	NUM
hassl-871	19	14	to	to	ADP
hassl-871	19	15	2019	2019	NUM
hassl-871	19	16	decreased	decrease	VERB
hassl-871	19	17	consistently	consistently	ADV
hassl-871	19	18	by	by	ADP
hassl-871	19	19	1.715	1.715	NUM
hassl-871	19	20	%	%	NOUN
hassl-871	19	21	per	per	ADP
hassl-871	19	22	year	year	NOUN
hassl-871	19	23	(	(	PUNCT
hassl-871	19	24	office	office	NOUN
hassl-871	19	25	of	of	ADP
hassl-871	19	26	agricultural	agricultural	ADJ
hassl-871	19	27	economics	economic	NOUN
hassl-871	19	28	,	,	PUNCT
hassl-871	19	29	2020a	2020a	NUM
hassl-871	19	30	;	;	PUNCT
hassl-871	19	31	office	office	NOUN
hassl-871	19	32	of	of	ADP
hassl-871	19	33	agricultural	agricultural	ADJ
hassl-871	19	34	economics	economic	NOUN
hassl-871	19	35	,	,	PUNCT
hassl-871	19	36	2020b	2020b	NUM
hassl-871	19	37	)	)	PUNCT
hassl-871	19	38	.	.	PUNCT
hassl-871	20	1	therefore	therefore	ADV
hassl-871	20	2	,	,	PUNCT
hassl-871	20	3	farmers	farmer	NOUN
hassl-871	20	4	increasingly	increasingly	ADV
hassl-871	20	5	prefer	prefer	VERB
hassl-871	20	6	to	to	PART
hassl-871	20	7	plant	plant	VERB
hassl-871	20	8	durian	durian	NOUN
hassl-871	20	9	instead	instead	ADV
hassl-871	20	10	of	of	ADP
hassl-871	20	11	crops	crop	NOUN
hassl-871	20	12	that	that	PRON
hassl-871	20	13	provide	provide	VERB
hassl-871	20	14	lower	low	ADJ
hassl-871	20	15	humanities	humanity	NOUN
hassl-871	20	16	and	and	CCONJ
hassl-871	20	17	social	social	ADJ
hassl-871	20	18	sciences	science	NOUN
hassl-871	20	19	letters	letter	NOUN
hassl-871	20	20	2020	2020	NUM
hassl-871	20	21	vol	vol	NOUN
hassl-871	20	22	.	.	PROPN
hassl-871	20	23	8	8	NUM
hassl-871	20	24	,	,	PUNCT
hassl-871	20	25	no	no	INTJ
hassl-871	20	26	.	.	NOUN
hassl-871	20	27	4	4	NUM
hassl-871	20	28	,	,	PUNCT
hassl-871	20	29	pp	pp	ADJ
hassl-871	20	30	.	.	PUNCT
hassl-871	21	1	430	430	NUM
hassl-871	21	2	-	-	SYM
hassl-871	21	3	437	437	NUM
hassl-871	21	4	.	.	PUNCT
hassl-871	22	1	issn(e	issn(e	INTJ
hassl-871	22	2	):	):	PUNCT
hassl-871	22	3	2312	2312	NUM
hassl-871	22	4	-	-	SYM
hassl-871	22	5	4318	4318	NUM
hassl-871	22	6	issn(p	issn(p	NUM
hassl-871	22	7	):	):	PUNCT
hassl-871	22	8	2312	2312	NUM
hassl-871	22	9	-	-	SYM
hassl-871	22	10	5659	5659	NUM
hassl-871	22	11	doi	doi	NOUN
hassl-871	22	12	:	:	PUNCT
hassl-871	22	13	10.18488	10.18488	NUM
hassl-871	22	14	/	/	SYM
hassl-871	22	15	journal.73.2020.84.430.437	journal.73.2020.84.430.437	NOUN
hassl-871	22	16	©	©	PROPN
hassl-871	22	17	2020	2020	NUM
hassl-871	22	18	conscientia	conscientia	PROPN
hassl-871	22	19	beam	beam	PROPN
hassl-871	22	20	.	.	PUNCT
hassl-871	23	1	all	all	DET
hassl-871	23	2	rights	right	NOUN
hassl-871	23	3	reserved	reserve	VERB
hassl-871	23	4	.	.	PUNCT
hassl-871	24	1	https://orcid.org/0000-0001-6231-4601	https://orcid.org/0000-0001-6231-4601	PROPN
hassl-871	24	2	https://orcid.org/0000-0002-5524-3945	https://orcid.org/0000-0002-5524-3945	PROPN
hassl-871	24	3	https://orcid.org/0000-0002-0530-0999	https://orcid.org/0000-0002-0530-0999	NOUN
hassl-871	24	4	https://orcid.org/0000-0002-8957-5315	https://orcid.org/0000-0002-8957-5315	PROPN
hassl-871	24	5	https://www.doi.org/10.18488/journal.73.2020.84.430.437	https://www.doi.org/10.18488/journal.73.2020.84.430.437	PROPN
hassl-871	24	6	humanities	humanity	NOUN
hassl-871	24	7	and	and	CCONJ
hassl-871	24	8	social	social	ADJ
hassl-871	24	9	sciences	science	NOUN
hassl-871	24	10	letters	letter	NOUN
hassl-871	24	11	,	,	PUNCT
hassl-871	24	12	2020	2020	NUM
hassl-871	24	13	,	,	PUNCT
hassl-871	24	14	8(4	8(4	NUM
hassl-871	24	15	):	):	PUNCT
hassl-871	24	16	430	430	NUM
hassl-871	24	17	-	-	SYM
hassl-871	24	18	437	437	NUM
hassl-871	24	19	431	431	NUM
hassl-871	24	20	©	©	ADP
hassl-871	24	21	2020	2020	NUM
hassl-871	24	22	conscientia	conscientia	PROPN
hassl-871	24	23	beam	beam	PROPN
hassl-871	24	24	.	.	PUNCT
hassl-871	25	1	all	all	DET
hassl-871	25	2	rights	right	NOUN
hassl-871	25	3	reserved	reserve	VERB
hassl-871	25	4	.	.	PUNCT
hassl-871	26	1	returns	return	NOUN
hassl-871	26	2	.	.	PUNCT
hassl-871	27	1	additionally	additionally	ADV
hassl-871	27	2	,	,	PUNCT
hassl-871	27	3	the	the	DET
hassl-871	27	4	durian	durian	ADJ
hassl-871	27	5	prices	price	NOUN
hassl-871	27	6	at	at	ADP
hassl-871	27	7	present	present	ADJ
hassl-871	27	8	are	be	AUX
hassl-871	27	9	good	good	ADJ
hassl-871	27	10	and	and	CCONJ
hassl-871	27	11	are	be	AUX
hassl-871	27	12	predicted	predict	VERB
hassl-871	27	13	to	to	PART
hassl-871	27	14	increase	increase	VERB
hassl-871	27	15	continuously	continuously	ADV
hassl-871	27	16	due	due	ADJ
hassl-871	27	17	to	to	ADP
hassl-871	27	18	growing	grow	VERB
hassl-871	27	19	domestic	domestic	ADJ
hassl-871	27	20	and	and	CCONJ
hassl-871	27	21	international	international	ADJ
hassl-871	27	22	demand	demand	NOUN
hassl-871	27	23	,	,	PUNCT
hassl-871	27	24	providing	provide	VERB
hassl-871	27	25	stability	stability	NOUN
hassl-871	27	26	and	and	CCONJ
hassl-871	27	27	sustainability	sustainability	NOUN
hassl-871	27	28	of	of	ADP
hassl-871	27	29	income	income	NOUN
hassl-871	27	30	generation	generation	NOUN
hassl-871	27	31	to	to	ADP
hassl-871	27	32	farmers	farmer	NOUN
hassl-871	27	33	who	who	PRON
hassl-871	27	34	plant	plant	VERB
hassl-871	27	35	durian	durian	NOUN
hassl-871	27	36	in	in	ADP
hassl-871	27	37	thailand	thailand	PROPN
hassl-871	27	38	.	.	PUNCT
hassl-871	28	1	to	to	PART
hassl-871	28	2	develop	develop	VERB
hassl-871	28	3	competition	competition	NOUN
hassl-871	28	4	in	in	ADP
hassl-871	28	5	durian	durian	ADJ
hassl-871	28	6	production	production	NOUN
hassl-871	28	7	for	for	ADP
hassl-871	28	8	export	export	NOUN
hassl-871	28	9	,	,	PUNCT
hassl-871	28	10	the	the	DET
hassl-871	28	11	ministry	ministry	PROPN
hassl-871	28	12	of	of	ADP
hassl-871	28	13	agriculture	agriculture	PROPN
hassl-871	28	14	and	and	CCONJ
hassl-871	28	15	cooperatives	cooperative	NOUN
hassl-871	28	16	of	of	ADP
hassl-871	28	17	thailand	thailand	PROPN
hassl-871	28	18	has	have	VERB
hassl-871	28	19	policies	policy	NOUN
hassl-871	28	20	to	to	PART
hassl-871	28	21	promote	promote	VERB
hassl-871	28	22	durian	durian	ADJ
hassl-871	28	23	plantations	plantation	NOUN
hassl-871	28	24	in	in	ADP
hassl-871	28	25	suitable	suitable	ADJ
hassl-871	28	26	areas	area	NOUN
hassl-871	28	27	and	and	CCONJ
hassl-871	28	28	promote	promote	VERB
hassl-871	28	29	a	a	DET
hassl-871	28	30	modern	modern	ADJ
hassl-871	28	31	large	large	ADJ
hassl-871	28	32	scale	scale	NOUN
hassl-871	28	33	farming	farming	NOUN
hassl-871	28	34	project	project	NOUN
hassl-871	28	35	to	to	PART
hassl-871	28	36	meet	meet	VERB
hassl-871	28	37	good	good	ADJ
hassl-871	28	38	agricultural	agricultural	ADJ
hassl-871	28	39	practice	practice	NOUN
hassl-871	28	40	(	(	PUNCT
hassl-871	28	41	gap	gap	NOUN
hassl-871	28	42	)	)	PUNCT
hassl-871	28	43	standards	standard	NOUN
hassl-871	28	44	in	in	ADP
hassl-871	28	45	order	order	NOUN
hassl-871	28	46	to	to	PART
hassl-871	28	47	reduce	reduce	VERB
hassl-871	28	48	production	production	NOUN
hassl-871	28	49	costs	cost	NOUN
hassl-871	28	50	and	and	CCONJ
hassl-871	28	51	to	to	PART
hassl-871	28	52	provide	provide	VERB
hassl-871	28	53	quality	quality	NOUN
hassl-871	28	54	products	product	NOUN
hassl-871	28	55	that	that	PRON
hassl-871	28	56	meet	meet	VERB
hassl-871	28	57	market	market	NOUN
hassl-871	28	58	demand	demand	NOUN
hassl-871	28	59	.	.	PUNCT
hassl-871	29	1	in	in	ADP
hassl-871	29	2	addition	addition	NOUN
hassl-871	29	3	,	,	PUNCT
hassl-871	29	4	thailand	thailand	PROPN
hassl-871	29	5	has	have	VERB
hassl-871	29	6	strategies	strategy	NOUN
hassl-871	29	7	for	for	ADP
hassl-871	29	8	durian	durian	ADJ
hassl-871	29	9	development	development	NOUN
hassl-871	29	10	,	,	PUNCT
hassl-871	29	11	such	such	ADJ
hassl-871	29	12	as	as	ADP
hassl-871	29	13	production	production	NOUN
hassl-871	29	14	management	management	NOUN
hassl-871	29	15	,	,	PUNCT
hassl-871	29	16	marketing	marketing	NOUN
hassl-871	29	17	,	,	PUNCT
hassl-871	29	18	research	research	NOUN
hassl-871	29	19	and	and	CCONJ
hassl-871	29	20	development	development	NOUN
hassl-871	29	21	,	,	PUNCT
hassl-871	29	22	agricultural	agricultural	ADJ
hassl-871	29	23	organization	organization	NOUN
hassl-871	29	24	development	development	NOUN
hassl-871	29	25	,	,	PUNCT
hassl-871	29	26	and	and	CCONJ
hassl-871	29	27	database	database	NOUN
hassl-871	29	28	system	system	NOUN
hassl-871	29	29	development	development	NOUN
hassl-871	29	30	,	,	PUNCT
hassl-871	29	31	along	along	ADP
hassl-871	29	32	with	with	ADP
hassl-871	29	33	driving	drive	VERB
hassl-871	29	34	the	the	DET
hassl-871	29	35	strategy	strategy	NOUN
hassl-871	29	36	for	for	ADP
hassl-871	29	37	developing	develop	VERB
hassl-871	29	38	durian	durian	ADJ
hassl-871	29	39	production	production	NOUN
hassl-871	29	40	with	with	ADP
hassl-871	29	41	an	an	DET
hassl-871	29	42	emphasis	emphasis	NOUN
hassl-871	29	43	on	on	ADP
hassl-871	29	44	quality	quality	NOUN
hassl-871	29	45	and	and	CCONJ
hassl-871	29	46	safety	safety	NOUN
hassl-871	29	47	.	.	PUNCT
hassl-871	30	1	this	this	PRON
hassl-871	30	2	has	have	AUX
hassl-871	30	3	resulted	result	VERB
hassl-871	30	4	in	in	ADP
hassl-871	30	5	thailand	thailand	PROPN
hassl-871	30	6	becoming	become	VERB
hassl-871	30	7	a	a	DET
hassl-871	30	8	significant	significant	ADJ
hassl-871	30	9	durian	durian	ADJ
hassl-871	30	10	producer	producer	NOUN
hassl-871	30	11	and	and	CCONJ
hassl-871	30	12	exporter	exporter	NOUN
hassl-871	30	13	to	to	ADP
hassl-871	30	14	the	the	DET
hassl-871	30	15	world	world	NOUN
hassl-871	30	16	market	market	NOUN
hassl-871	30	17	.	.	PUNCT
hassl-871	31	1	china	china	PROPN
hassl-871	31	2	is	be	AUX
hassl-871	31	3	a	a	DET
hassl-871	31	4	big	big	ADJ
hassl-871	31	5	importer	importer	NOUN
hassl-871	31	6	of	of	ADP
hassl-871	31	7	thai	thai	PROPN
hassl-871	31	8	durians	durian	NOUN
hassl-871	31	9	,	,	PUNCT
hassl-871	31	10	calculated	calculate	VERB
hassl-871	31	11	at	at	ADP
hassl-871	31	12	57.248	57.248	NUM
hassl-871	31	13	%	%	NOUN
hassl-871	31	14	of	of	ADP
hassl-871	31	15	the	the	DET
hassl-871	31	16	total	total	ADJ
hassl-871	31	17	exports	export	NOUN
hassl-871	31	18	of	of	ADP
hassl-871	31	19	durian	durian	NOUN
hassl-871	31	20	from	from	ADP
hassl-871	31	21	thailand	thailand	PROPN
hassl-871	31	22	.	.	PUNCT
hassl-871	32	1	according	accord	VERB
hassl-871	32	2	to	to	ADP
hassl-871	32	3	the	the	DET
hassl-871	32	4	office	office	NOUN
hassl-871	32	5	of	of	ADP
hassl-871	32	6	agricultural	agricultural	ADJ
hassl-871	32	7	economics	economic	NOUN
hassl-871	32	8	report	report	NOUN
hassl-871	32	9	for	for	ADP
hassl-871	32	10	2019	2019	NUM
hassl-871	32	11	,	,	PUNCT
hassl-871	32	12	thailand	thailand	PROPN
hassl-871	32	13	’s	’s	PART
hassl-871	32	14	durian	durian	ADJ
hassl-871	32	15	exports	export	NOUN
hassl-871	32	16	to	to	ADP
hassl-871	32	17	the	the	DET
hassl-871	32	18	world	world	NOUN
hassl-871	32	19	market	market	NOUN
hassl-871	32	20	were	be	AUX
hassl-871	32	21	valued	value	VERB
hassl-871	32	22	at	at	ADP
hassl-871	32	23	51,187	51,187	NUM
hassl-871	32	24	million	million	NUM
hassl-871	32	25	baht	baht	NOUN
hassl-871	32	26	,	,	PUNCT
hassl-871	32	27	calculated	calculate	VERB
hassl-871	32	28	as	as	ADP
hassl-871	32	29	655,362	655,362	NUM
hassl-871	32	30	tons	ton	NOUN
hassl-871	32	31	of	of	ADP
hassl-871	32	32	exported	export	VERB
hassl-871	32	33	weight	weight	NOUN
hassl-871	32	34	,	,	PUNCT
hassl-871	32	35	and	and	CCONJ
hassl-871	32	36	china	china	PROPN
hassl-871	32	37	is	be	AUX
hassl-871	32	38	the	the	DET
hassl-871	32	39	primary	primary	ADJ
hassl-871	32	40	importer	importer	NOUN
hassl-871	32	41	of	of	ADP
hassl-871	32	42	thai	thai	PROPN
hassl-871	32	43	exported	export	VERB
hassl-871	32	44	durians	durian	NOUN
hassl-871	32	45	valued	value	VERB
hassl-871	32	46	at	at	ADP
hassl-871	32	47	26,345	26,345	NUM
hassl-871	32	48	million	million	NUM
hassl-871	32	49	baht	baht	NOUN
hassl-871	32	50	,	,	PUNCT
hassl-871	32	51	calculated	calculate	VERB
hassl-871	32	52	as	as	ADP
hassl-871	32	53	375,184	375,184	NUM
hassl-871	32	54	tons	ton	NOUN
hassl-871	32	55	of	of	ADP
hassl-871	32	56	exported	export	VERB
hassl-871	32	57	weight	weight	NOUN
hassl-871	32	58	.	.	PUNCT
hassl-871	33	1	the	the	DET
hassl-871	33	2	most	most	ADV
hassl-871	33	3	competitive	competitive	ADJ
hassl-871	33	4	countries	country	NOUN
hassl-871	33	5	in	in	ADP
hassl-871	33	6	the	the	DET
hassl-871	33	7	durian	durian	ADJ
hassl-871	33	8	market	market	NOUN
hassl-871	33	9	are	be	AUX
hassl-871	33	10	indonesia	indonesia	PROPN
hassl-871	33	11	,	,	PUNCT
hassl-871	33	12	vietnam	vietnam	PROPN
hassl-871	33	13	,	,	PUNCT
hassl-871	33	14	malaysia	malaysia	PROPN
hassl-871	33	15	,	,	PUNCT
hassl-871	33	16	the	the	DET
hassl-871	33	17	philippines	philippine	NOUN
hassl-871	33	18	,	,	PUNCT
hassl-871	33	19	and	and	CCONJ
hassl-871	33	20	australia	australia	PROPN
hassl-871	33	21	(	(	PUNCT
hassl-871	33	22	office	office	NOUN
hassl-871	33	23	of	of	ADP
hassl-871	33	24	agricultural	agricultural	ADJ
hassl-871	33	25	economics	economic	NOUN
hassl-871	33	26	,	,	PUNCT
hassl-871	33	27	2020a	2020a	NUM
hassl-871	33	28	;	;	PUNCT
hassl-871	33	29	office	office	NOUN
hassl-871	33	30	of	of	ADP
hassl-871	33	31	the	the	DET
hassl-871	33	32	permanent	permanent	ADJ
hassl-871	33	33	secretary	secretary	NOUN
hassl-871	33	34	,	,	PUNCT
hassl-871	33	35	2020	2020	NUM
hassl-871	33	36	)	)	PUNCT
hassl-871	33	37	.	.	PUNCT
hassl-871	34	1	over	over	ADP
hassl-871	34	2	the	the	DET
hassl-871	34	3	past	past	ADJ
hassl-871	34	4	century	century	NOUN
hassl-871	34	5	,	,	PUNCT
hassl-871	34	6	international	international	ADJ
hassl-871	34	7	trade	trade	NOUN
hassl-871	34	8	has	have	AUX
hassl-871	34	9	played	play	VERB
hassl-871	34	10	an	an	DET
hassl-871	34	11	important	important	ADJ
hassl-871	34	12	and	and	CCONJ
hassl-871	34	13	significant	significant	ADJ
hassl-871	34	14	role	role	NOUN
hassl-871	34	15	in	in	ADP
hassl-871	34	16	the	the	DET
hassl-871	34	17	economic	economic	ADJ
hassl-871	34	18	growth	growth	NOUN
hassl-871	34	19	of	of	ADP
hassl-871	34	20	thailand	thailand	PROPN
hassl-871	34	21	.	.	PUNCT
hassl-871	35	1	the	the	DET
hassl-871	35	2	value	value	NOUN
hassl-871	35	3	of	of	ADP
hassl-871	35	4	the	the	DET
hassl-871	35	5	gross	gross	ADJ
hassl-871	35	6	domestic	domestic	ADJ
hassl-871	35	7	product	product	NOUN
hassl-871	35	8	at	at	ADP
hassl-871	35	9	market	market	NOUN
hassl-871	35	10	price	price	NOUN
hassl-871	35	11	in	in	ADP
hassl-871	35	12	2019	2019	NUM
hassl-871	35	13	showed	show	VERB
hassl-871	35	14	an	an	DET
hassl-871	35	15	increase	increase	NOUN
hassl-871	35	16	of	of	ADP
hassl-871	35	17	up	up	ADP
hassl-871	35	18	to	to	PART
hassl-871	35	19	89.212	89.212	NUM
hassl-871	35	20	%	%	NOUN
hassl-871	35	21	.	.	PUNCT
hassl-871	36	1	however	however	ADV
hassl-871	36	2	,	,	PUNCT
hassl-871	36	3	the	the	DET
hassl-871	36	4	covid-19	covid-19	PROPN
hassl-871	36	5	pandemic	pandemic	NOUN
hassl-871	36	6	affected	affect	VERB
hassl-871	36	7	all	all	DET
hassl-871	36	8	economic	economic	ADJ
hassl-871	36	9	systems	system	NOUN
hassl-871	36	10	,	,	PUNCT
hassl-871	36	11	especially	especially	ADV
hassl-871	36	12	international	international	ADJ
hassl-871	36	13	trade	trade	NOUN
hassl-871	36	14	.	.	PUNCT
hassl-871	37	1	during	during	ADP
hassl-871	37	2	the	the	DET
hassl-871	37	3	first	first	ADJ
hassl-871	37	4	half	half	NOUN
hassl-871	37	5	of	of	ADP
hassl-871	37	6	2020	2020	NUM
hassl-871	37	7	,	,	PUNCT
hassl-871	37	8	it	it	PRON
hassl-871	37	9	was	be	AUX
hassl-871	37	10	discovered	discover	VERB
hassl-871	37	11	that	that	SCONJ
hassl-871	37	12	the	the	DET
hassl-871	37	13	value	value	NOUN
hassl-871	37	14	of	of	ADP
hassl-871	37	15	exported	export	VERB
hassl-871	37	16	goods	good	NOUN
hassl-871	37	17	and	and	CCONJ
hassl-871	37	18	products	product	NOUN
hassl-871	37	19	from	from	ADP
hassl-871	37	20	thailand	thailand	PROPN
hassl-871	37	21	decreased	decrease	VERB
hassl-871	37	22	,	,	PUNCT
hassl-871	37	23	and	and	CCONJ
hassl-871	37	24	the	the	DET
hassl-871	37	25	value	value	NOUN
hassl-871	37	26	of	of	ADP
hassl-871	37	27	exported	export	VERB
hassl-871	37	28	goods	good	NOUN
hassl-871	37	29	and	and	CCONJ
hassl-871	37	30	products	product	NOUN
hassl-871	37	31	decreased	decrease	VERB
hassl-871	37	32	from	from	ADP
hassl-871	37	33	3,884	3,884	NUM
hassl-871	37	34	billion	billion	NUM
hassl-871	37	35	baht	baht	NOUN
hassl-871	37	36	in	in	ADP
hassl-871	37	37	2019	2019	NUM
hassl-871	37	38	to	to	ADP
hassl-871	37	39	3,562	3,562	NUM
hassl-871	37	40	billion	billion	NUM
hassl-871	37	41	baht	baht	NOUN
hassl-871	37	42	in	in	ADP
hassl-871	37	43	2020	2020	NUM
hassl-871	37	44	,	,	PUNCT
hassl-871	37	45	calculated	calculate	VERB
hassl-871	37	46	as	as	ADP
hassl-871	37	47	a	a	DET
hassl-871	37	48	drop	drop	NOUN
hassl-871	37	49	of	of	ADP
hassl-871	37	50	8.293	8.293	NUM
hassl-871	37	51	%	%	NOUN
hassl-871	37	52	.	.	PUNCT
hassl-871	38	1	although	although	SCONJ
hassl-871	38	2	the	the	DET
hassl-871	38	3	overall	overall	ADJ
hassl-871	38	4	exported	export	VERB
hassl-871	38	5	goods	good	NOUN
hassl-871	38	6	and	and	CCONJ
hassl-871	38	7	products	product	NOUN
hassl-871	38	8	from	from	ADP
hassl-871	38	9	thailand	thailand	PROPN
hassl-871	38	10	reduced	reduce	VERB
hassl-871	38	11	as	as	ADP
hassl-871	38	12	a	a	DET
hassl-871	38	13	result	result	NOUN
hassl-871	38	14	of	of	ADP
hassl-871	38	15	the	the	DET
hassl-871	38	16	pandemic	pandemic	ADJ
hassl-871	38	17	,	,	PUNCT
hassl-871	38	18	the	the	DET
hassl-871	38	19	value	value	NOUN
hassl-871	38	20	and	and	CCONJ
hassl-871	38	21	the	the	DET
hassl-871	38	22	quantity	quantity	NOUN
hassl-871	38	23	of	of	ADP
hassl-871	38	24	exported	export	VERB
hassl-871	38	25	durian	durian	NOUN
hassl-871	38	26	increased	increase	VERB
hassl-871	38	27	.	.	PUNCT
hassl-871	39	1	according	accord	VERB
hassl-871	39	2	to	to	ADP
hassl-871	39	3	a	a	DET
hassl-871	39	4	report	report	NOUN
hassl-871	39	5	by	by	ADP
hassl-871	39	6	the	the	DET
hassl-871	39	7	ministry	ministry	PROPN
hassl-871	39	8	of	of	ADP
hassl-871	39	9	commerce	commerce	PROPN
hassl-871	39	10	for	for	ADP
hassl-871	39	11	the	the	DET
hassl-871	39	12	period	period	NOUN
hassl-871	39	13	january	january	PROPN
hassl-871	39	14	2020	2020	NUM
hassl-871	39	15	to	to	ADP
hassl-871	39	16	june	june	PROPN
hassl-871	39	17	2020	2020	NUM
hassl-871	39	18	,	,	PUNCT
hassl-871	39	19	it	it	PRON
hassl-871	39	20	was	be	AUX
hassl-871	39	21	found	find	VERB
hassl-871	39	22	that	that	SCONJ
hassl-871	39	23	thailand	thailand	PROPN
hassl-871	39	24	exported	export	VERB
hassl-871	39	25	durians	durian	NOUN
hassl-871	39	26	to	to	ADP
hassl-871	39	27	the	the	DET
hassl-871	39	28	world	world	NOUN
hassl-871	39	29	market	market	NOUN
hassl-871	39	30	valued	value	VERB
hassl-871	39	31	at	at	ADP
hassl-871	39	32	32,732	32,732	NUM
hassl-871	39	33	million	million	NUM
hassl-871	39	34	baht	baht	NOUN
hassl-871	39	35	,	,	PUNCT
hassl-871	39	36	calculated	calculate	VERB
hassl-871	39	37	as	as	ADP
hassl-871	39	38	202,542	202,542	NUM
hassl-871	39	39	tons	ton	NOUN
hassl-871	39	40	of	of	ADP
hassl-871	39	41	exported	export	VERB
hassl-871	39	42	weight	weight	NOUN
hassl-871	39	43	,	,	PUNCT
hassl-871	39	44	which	which	PRON
hassl-871	39	45	was	be	AUX
hassl-871	39	46	an	an	DET
hassl-871	39	47	increase	increase	NOUN
hassl-871	39	48	of	of	ADP
hassl-871	39	49	144.919	144.919	NUM
hassl-871	39	50	%	%	NOUN
hassl-871	39	51	and	and	CCONJ
hassl-871	39	52	51.211	51.211	NUM
hassl-871	39	53	%	%	NOUN
hassl-871	39	54	respectively	respectively	ADV
hassl-871	39	55	when	when	SCONJ
hassl-871	39	56	compared	compare	VERB
hassl-871	39	57	with	with	ADP
hassl-871	39	58	the	the	DET
hassl-871	39	59	same	same	ADJ
hassl-871	39	60	period	period	NOUN
hassl-871	39	61	in	in	ADP
hassl-871	39	62	previous	previous	ADJ
hassl-871	39	63	years	year	NOUN
hassl-871	39	64	(	(	PUNCT
hassl-871	39	65	office	office	NOUN
hassl-871	39	66	of	of	ADP
hassl-871	39	67	agricultural	agricultural	ADJ
hassl-871	39	68	economics	economic	NOUN
hassl-871	39	69	,	,	PUNCT
hassl-871	39	70	2020a	2020a	NUM
hassl-871	39	71	;	;	PUNCT
hassl-871	39	72	office	office	NOUN
hassl-871	39	73	of	of	ADP
hassl-871	39	74	the	the	DET
hassl-871	39	75	permanent	permanent	ADJ
hassl-871	39	76	secretary	secretary	NOUN
hassl-871	39	77	,	,	PUNCT
hassl-871	39	78	2020	2020	NUM
hassl-871	39	79	)	)	PUNCT
hassl-871	39	80	.	.	PUNCT
hassl-871	40	1	durian	durian	ADJ
hassl-871	40	2	exports	export	NOUN
hassl-871	40	3	have	have	AUX
hassl-871	40	4	grown	grow	VERB
hassl-871	40	5	steadily	steadily	ADV
hassl-871	40	6	over	over	ADP
hassl-871	40	7	the	the	DET
hassl-871	40	8	past	past	ADJ
hassl-871	40	9	several	several	ADJ
hassl-871	40	10	years	year	NOUN
hassl-871	40	11	,	,	PUNCT
hassl-871	40	12	caused	cause	VERB
hassl-871	40	13	by	by	ADP
hassl-871	40	14	rising	rise	VERB
hassl-871	40	15	domestic	domestic	ADJ
hassl-871	40	16	and	and	CCONJ
hassl-871	40	17	global	global	ADJ
hassl-871	40	18	demands	demand	NOUN
hassl-871	40	19	,	,	PUNCT
hassl-871	40	20	especially	especially	ADV
hassl-871	40	21	in	in	ADP
hassl-871	40	22	the	the	DET
hassl-871	40	23	chinese	chinese	ADJ
hassl-871	40	24	market	market	NOUN
hassl-871	40	25	.	.	PUNCT
hassl-871	41	1	as	as	ADP
hassl-871	41	2	a	a	DET
hassl-871	41	3	result	result	NOUN
hassl-871	41	4	,	,	PUNCT
hassl-871	41	5	farmers	farmer	NOUN
hassl-871	41	6	in	in	ADP
hassl-871	41	7	the	the	DET
hassl-871	41	8	country	country	NOUN
hassl-871	41	9	have	have	AUX
hassl-871	41	10	changed	change	VERB
hassl-871	41	11	their	their	PRON
hassl-871	41	12	growing	grow	VERB
hassl-871	41	13	behavior	behavior	NOUN
hassl-871	41	14	to	to	PART
hassl-871	41	15	produce	produce	VERB
hassl-871	41	16	more	more	ADJ
hassl-871	41	17	durian	durian	ADJ
hassl-871	41	18	than	than	ADP
hassl-871	41	19	what	what	PRON
hassl-871	41	20	had	have	AUX
hassl-871	41	21	been	be	AUX
hassl-871	41	22	grown	grow	VERB
hassl-871	41	23	in	in	ADP
hassl-871	41	24	the	the	DET
hassl-871	41	25	past	past	NOUN
hassl-871	41	26	,	,	PUNCT
hassl-871	41	27	as	as	SCONJ
hassl-871	41	28	the	the	DET
hassl-871	41	29	durian	durian	NOUN
hassl-871	41	30	was	be	AUX
hassl-871	41	31	previously	previously	ADV
hassl-871	41	32	only	only	ADV
hassl-871	41	33	planted	plant	VERB
hassl-871	41	34	in	in	ADP
hassl-871	41	35	eastern	eastern	ADJ
hassl-871	41	36	and	and	CCONJ
hassl-871	41	37	some	some	DET
hassl-871	41	38	parts	part	NOUN
hassl-871	41	39	of	of	ADP
hassl-871	41	40	southern	southern	ADJ
hassl-871	41	41	regions	region	NOUN
hassl-871	41	42	.	.	PUNCT
hassl-871	42	1	therefore	therefore	ADV
hassl-871	42	2	,	,	PUNCT
hassl-871	42	3	continuing	continue	VERB
hassl-871	42	4	to	to	PART
hassl-871	42	5	expand	expand	VERB
hassl-871	42	6	the	the	DET
hassl-871	42	7	durian	durian	ADJ
hassl-871	42	8	plantation	plantation	NOUN
hassl-871	42	9	areas	area	NOUN
hassl-871	42	10	without	without	ADP
hassl-871	42	11	properly	properly	ADV
hassl-871	42	12	studying	study	VERB
hassl-871	42	13	the	the	DET
hassl-871	42	14	demand	demand	NOUN
hassl-871	42	15	and	and	CCONJ
hassl-871	42	16	supply	supply	NOUN
hassl-871	42	17	of	of	ADP
hassl-871	42	18	durian	durian	NOUN
hassl-871	42	19	may	may	AUX
hassl-871	42	20	cause	cause	VERB
hassl-871	42	21	a	a	DET
hassl-871	42	22	price	price	NOUN
hassl-871	42	23	slump	slump	NOUN
hassl-871	42	24	caused	cause	VERB
hassl-871	42	25	by	by	ADP
hassl-871	42	26	oversupply	oversupply	NOUN
hassl-871	42	27	,	,	PUNCT
hassl-871	42	28	as	as	SCONJ
hassl-871	42	29	thailand	thailand	PROPN
hassl-871	42	30	experienced	experience	VERB
hassl-871	42	31	in	in	ADP
hassl-871	42	32	the	the	DET
hassl-871	42	33	case	case	NOUN
hassl-871	42	34	of	of	ADP
hassl-871	42	35	para	para	PROPN
hassl-871	42	36	rubber	rubber	NOUN
hassl-871	42	37	.	.	PUNCT
hassl-871	43	1	this	this	DET
hassl-871	43	2	research	research	NOUN
hassl-871	43	3	aims	aim	VERB
hassl-871	43	4	to	to	PART
hassl-871	43	5	forecast	forecast	VERB
hassl-871	43	6	the	the	DET
hassl-871	43	7	quantity	quantity	NOUN
hassl-871	43	8	of	of	ADP
hassl-871	43	9	production	production	NOUN
hassl-871	43	10	and	and	CCONJ
hassl-871	43	11	export	export	NOUN
hassl-871	43	12	of	of	ADP
hassl-871	43	13	thailand	thailand	PROPN
hassl-871	43	14	by	by	ADP
hassl-871	43	15	emphasizing	emphasize	VERB
hassl-871	43	16	thai	thai	PROPN
hassl-871	43	17	durian	durian	ADJ
hassl-871	43	18	exports	export	NOUN
hassl-871	43	19	to	to	ADP
hassl-871	43	20	the	the	DET
hassl-871	43	21	chinese	chinese	ADJ
hassl-871	43	22	and	and	CCONJ
hassl-871	43	23	world	world	NOUN
hassl-871	43	24	markets	market	NOUN
hassl-871	43	25	.	.	PUNCT
hassl-871	44	1	although	although	SCONJ
hassl-871	44	2	durian	durian	NOUN
hassl-871	44	3	is	be	AUX
hassl-871	44	4	one	one	NUM
hassl-871	44	5	of	of	ADP
hassl-871	44	6	the	the	DET
hassl-871	44	7	most	most	ADV
hassl-871	44	8	important	important	ADJ
hassl-871	44	9	agricultural	agricultural	ADJ
hassl-871	44	10	export	export	NOUN
hassl-871	44	11	products	product	NOUN
hassl-871	44	12	in	in	ADP
hassl-871	44	13	thailand	thailand	PROPN
hassl-871	44	14	,	,	PUNCT
hassl-871	44	15	no	no	DET
hassl-871	44	16	study	study	NOUN
hassl-871	44	17	has	have	AUX
hassl-871	44	18	ever	ever	ADV
hassl-871	44	19	been	be	AUX
hassl-871	44	20	able	able	ADJ
hassl-871	44	21	to	to	PART
hassl-871	44	22	forecast	forecast	VERB
hassl-871	44	23	production	production	NOUN
hassl-871	44	24	and	and	CCONJ
hassl-871	44	25	export	export	NOUN
hassl-871	44	26	of	of	ADP
hassl-871	44	27	durian	durian	NOUN
hassl-871	44	28	at	at	ADP
hassl-871	44	29	the	the	DET
hassl-871	44	30	same	same	ADJ
hassl-871	44	31	time	time	NOUN
hassl-871	44	32	to	to	PART
hassl-871	44	33	show	show	VERB
hassl-871	44	34	the	the	DET
hassl-871	44	35	trend	trend	NOUN
hassl-871	44	36	of	of	ADP
hassl-871	44	37	thai	thai	ADJ
hassl-871	44	38	durian	durian	ADJ
hassl-871	44	39	demand	demand	NOUN
hassl-871	44	40	and	and	CCONJ
hassl-871	44	41	supply	supply	NOUN
hassl-871	44	42	as	as	ADP
hassl-871	44	43	a	a	DET
hassl-871	44	44	supported	support	VERB
hassl-871	44	45	guideline	guideline	NOUN
hassl-871	44	46	for	for	ADP
hassl-871	44	47	managing	manage	VERB
hassl-871	44	48	plans	plan	NOUN
hassl-871	44	49	of	of	ADP
hassl-871	44	50	durian	durian	ADJ
hassl-871	44	51	production	production	NOUN
hassl-871	44	52	throughout	throughout	ADP
hassl-871	44	53	the	the	DET
hassl-871	44	54	supply	supply	NOUN
hassl-871	44	55	chain	chain	NOUN
hassl-871	44	56	.	.	PUNCT
hassl-871	45	1	the	the	DET
hassl-871	45	2	result	result	NOUN
hassl-871	45	3	of	of	ADP
hassl-871	45	4	this	this	DET
hassl-871	45	5	research	research	NOUN
hassl-871	45	6	would	would	AUX
hassl-871	45	7	be	be	AUX
hassl-871	45	8	of	of	ADP
hassl-871	45	9	benefit	benefit	NOUN
hassl-871	45	10	to	to	ADP
hassl-871	45	11	farmers	farmer	NOUN
hassl-871	45	12	who	who	PRON
hassl-871	45	13	plant	plant	VERB
hassl-871	45	14	the	the	DET
hassl-871	45	15	durians	durian	NOUN
hassl-871	45	16	,	,	PUNCT
hassl-871	45	17	the	the	DET
hassl-871	45	18	entrepreneurs	entrepreneur	NOUN
hassl-871	45	19	who	who	PRON
hassl-871	45	20	collect	collect	VERB
hassl-871	45	21	and	and	CCONJ
hassl-871	45	22	export	export	NOUN
hassl-871	45	23	thai	thai	PROPN
hassl-871	45	24	durians	durian	NOUN
hassl-871	45	25	,	,	PUNCT
hassl-871	45	26	as	as	ADV
hassl-871	45	27	well	well	ADV
hassl-871	45	28	as	as	ADP
hassl-871	45	29	the	the	DET
hassl-871	45	30	government	government	NOUN
hassl-871	45	31	and	and	CCONJ
hassl-871	45	32	private	private	ADJ
hassl-871	45	33	sectors	sector	NOUN
hassl-871	45	34	in	in	ADP
hassl-871	45	35	order	order	NOUN
hassl-871	45	36	to	to	PART
hassl-871	45	37	plan	plan	VERB
hassl-871	45	38	durian	durian	ADJ
hassl-871	45	39	production	production	NOUN
hassl-871	45	40	,	,	PUNCT
hassl-871	45	41	to	to	ADP
hassl-871	45	42	those	those	PRON
hassl-871	45	43	who	who	PRON
hassl-871	45	44	produce	produce	VERB
hassl-871	45	45	business	business	NOUN
hassl-871	45	46	plans	plan	NOUN
hassl-871	45	47	for	for	ADP
hassl-871	45	48	durian	durian	ADJ
hassl-871	45	49	export	export	NOUN
hassl-871	45	50	,	,	PUNCT
hassl-871	45	51	or	or	CCONJ
hassl-871	45	52	to	to	PART
hassl-871	45	53	use	use	VERB
hassl-871	45	54	as	as	ADP
hassl-871	45	55	information	information	NOUN
hassl-871	45	56	to	to	PART
hassl-871	45	57	plan	plan	VERB
hassl-871	45	58	the	the	DET
hassl-871	45	59	policies	policy	NOUN
hassl-871	45	60	promoting	promote	VERB
hassl-871	45	61	and	and	CCONJ
hassl-871	45	62	supporting	support	VERB
hassl-871	45	63	the	the	DET
hassl-871	45	64	development	development	NOUN
hassl-871	45	65	of	of	ADP
hassl-871	45	66	durian	durian	ADJ
hassl-871	45	67	production	production	NOUN
hassl-871	45	68	throughout	throughout	ADP
hassl-871	45	69	the	the	DET
hassl-871	45	70	supply	supply	NOUN
hassl-871	45	71	chain	chain	NOUN
hassl-871	45	72	in	in	ADP
hassl-871	45	73	thailand	thailand	PROPN
hassl-871	45	74	.	.	PUNCT
hassl-871	46	1	furthermore	furthermore	ADV
hassl-871	46	2	,	,	PUNCT
hassl-871	46	3	it	it	PRON
hassl-871	46	4	also	also	ADV
hassl-871	46	5	supports	support	VERB
hassl-871	46	6	the	the	DET
hassl-871	46	7	needs	need	NOUN
hassl-871	46	8	for	for	ADP
hassl-871	46	9	durian	durian	ADJ
hassl-871	46	10	consumption	consumption	NOUN
hassl-871	46	11	in	in	ADP
hassl-871	46	12	the	the	DET
hassl-871	46	13	domestic	domestic	ADJ
hassl-871	46	14	and	and	CCONJ
hassl-871	46	15	international	international	ADJ
hassl-871	46	16	markets	market	NOUN
hassl-871	46	17	.	.	PUNCT
hassl-871	47	1	the	the	DET
hassl-871	47	2	remainder	remainder	NOUN
hassl-871	47	3	of	of	ADP
hassl-871	47	4	this	this	DET
hassl-871	47	5	research	research	NOUN
hassl-871	47	6	is	be	AUX
hassl-871	47	7	organized	organize	VERB
hassl-871	47	8	as	as	SCONJ
hassl-871	47	9	follows	follow	VERB
hassl-871	47	10	:	:	PUNCT
hassl-871	47	11	section	section	NOUN
hassl-871	47	12	2	2	NUM
hassl-871	47	13	presents	present	VERB
hassl-871	47	14	the	the	DET
hassl-871	47	15	literature	literature	PROPN
hassl-871	47	16	review	review	PROPN
hassl-871	47	17	,	,	PUNCT
hassl-871	47	18	section	section	NOUN
hassl-871	47	19	3	3	NUM
hassl-871	47	20	explains	explain	VERB
hassl-871	47	21	the	the	DET
hassl-871	47	22	research	research	NOUN
hassl-871	47	23	methodology	methodology	NOUN
hassl-871	47	24	used	use	VERB
hassl-871	47	25	based	base	VERB
hassl-871	47	26	on	on	ADP
hassl-871	47	27	the	the	DET
hassl-871	47	28	econometric	econometric	ADJ
hassl-871	47	29	techniques	technique	NOUN
hassl-871	47	30	consisting	consist	VERB
hassl-871	47	31	of	of	ADP
hassl-871	47	32	a	a	DET
hassl-871	47	33	stationary	stationary	ADJ
hassl-871	47	34	test	test	NOUN
hassl-871	47	35	using	use	VERB
hassl-871	47	36	the	the	DET
hassl-871	47	37	adf	adf	PROPN
hassl-871	47	38	unit	unit	NOUN
hassl-871	47	39	root	root	NOUN
hassl-871	47	40	,	,	PUNCT
hassl-871	47	41	and	and	CCONJ
hassl-871	47	42	a	a	DET
hassl-871	47	43	forecasting	forecasting	NOUN
hassl-871	47	44	model	model	NOUN
hassl-871	47	45	using	use	VERB
hassl-871	47	46	the	the	DET
hassl-871	47	47	box	box	NOUN
hassl-871	47	48	–	–	PUNCT
hassl-871	47	49	jenkins	jenkin	NOUN
hassl-871	47	50	procedure	procedure	NOUN
hassl-871	47	51	,	,	PUNCT
hassl-871	47	52	also	also	ADV
hassl-871	47	53	known	know	VERB
hassl-871	47	54	as	as	ADP
hassl-871	47	55	an	an	DET
hassl-871	47	56	autoregressive	autoregressive	ADJ
hassl-871	47	57	integrated	integrated	ADJ
hassl-871	47	58	moving	move	VERB
hassl-871	47	59	average	average	NOUN
hassl-871	47	60	(	(	PUNCT
hassl-871	47	61	arima	arima	PROPN
hassl-871	47	62	)	)	PUNCT
hassl-871	47	63	.	.	PUNCT
hassl-871	48	1	the	the	DET
hassl-871	48	2	empirical	empirical	ADJ
hassl-871	48	3	results	result	NOUN
hassl-871	48	4	for	for	ADP
hassl-871	48	5	the	the	DET
hassl-871	48	6	data	datum	NOUN
hassl-871	48	7	analysis	analysis	NOUN
hassl-871	48	8	are	be	AUX
hassl-871	48	9	displayed	display	VERB
hassl-871	48	10	in	in	ADP
hassl-871	48	11	section	section	NOUN
hassl-871	48	12	4	4	NUM
hassl-871	48	13	,	,	PUNCT
hassl-871	48	14	and	and	CCONJ
hassl-871	48	15	the	the	DET
hassl-871	48	16	conclusion	conclusion	NOUN
hassl-871	48	17	and	and	CCONJ
hassl-871	48	18	policy	policy	NOUN
hassl-871	48	19	-	-	PUNCT
hassl-871	48	20	implications	implication	NOUN
hassl-871	48	21	are	be	AUX
hassl-871	48	22	explained	explain	VERB
hassl-871	48	23	in	in	ADP
hassl-871	48	24	section	section	NOUN
hassl-871	48	25	5	5	NUM
hassl-871	48	26	.	.	PUNCT
hassl-871	49	1	humanities	humanity	NOUN
hassl-871	49	2	and	and	CCONJ
hassl-871	49	3	social	social	ADJ
hassl-871	49	4	sciences	science	NOUN
hassl-871	49	5	letters	letter	NOUN
hassl-871	49	6	,	,	PUNCT
hassl-871	49	7	2020	2020	NUM
hassl-871	49	8	,	,	PUNCT
hassl-871	49	9	8(4	8(4	NUM
hassl-871	49	10	):	):	PUNCT
hassl-871	49	11	430	430	NUM
hassl-871	49	12	-	-	SYM
hassl-871	49	13	437	437	NUM
hassl-871	49	14	432	432	NUM
hassl-871	49	15	©	©	ADP
hassl-871	49	16	2020	2020	NUM
hassl-871	49	17	conscientia	conscientia	PROPN
hassl-871	49	18	beam	beam	PROPN
hassl-871	49	19	.	.	PUNCT
hassl-871	50	1	all	all	DET
hassl-871	50	2	rights	right	NOUN
hassl-871	50	3	reserved	reserve	VERB
hassl-871	50	4	.	.	PUNCT
hassl-871	51	1	2	2	X
hassl-871	51	2	.	.	X
hassl-871	51	3	literature	literature	NOUN
hassl-871	51	4	review	review	PROPN
hassl-871	51	5	forecasting	forecast	VERB
hassl-871	51	6	durian	durian	ADJ
hassl-871	51	7	production	production	NOUN
hassl-871	51	8	and	and	CCONJ
hassl-871	51	9	durian	durian	ADJ
hassl-871	51	10	export	export	NOUN
hassl-871	51	11	quantities	quantity	NOUN
hassl-871	51	12	are	be	AUX
hassl-871	51	13	significant	significant	ADJ
hassl-871	51	14	to	to	ADP
hassl-871	51	15	the	the	DET
hassl-871	51	16	administration	administration	NOUN
hassl-871	51	17	of	of	ADP
hassl-871	51	18	durian	durian	ADJ
hassl-871	51	19	supply	supply	NOUN
hassl-871	51	20	and	and	CCONJ
hassl-871	51	21	demand	demand	NOUN
hassl-871	51	22	in	in	ADP
hassl-871	51	23	the	the	DET
hassl-871	51	24	country	country	NOUN
hassl-871	51	25	in	in	ADP
hassl-871	51	26	order	order	NOUN
hassl-871	51	27	to	to	PART
hassl-871	51	28	provide	provide	VERB
hassl-871	51	29	a	a	DET
hassl-871	51	30	suitable	suitable	ADJ
hassl-871	51	31	equilibrium	equilibrium	NOUN
hassl-871	51	32	,	,	PUNCT
hassl-871	51	33	however	however	ADV
hassl-871	51	34	,	,	PUNCT
hassl-871	51	35	from	from	ADP
hassl-871	51	36	documentary	documentary	ADJ
hassl-871	51	37	studies	study	NOUN
hassl-871	51	38	,	,	PUNCT
hassl-871	51	39	it	it	PRON
hassl-871	51	40	was	be	AUX
hassl-871	51	41	found	find	VERB
hassl-871	51	42	that	that	SCONJ
hassl-871	51	43	not	not	PART
hassl-871	51	44	many	many	ADJ
hassl-871	51	45	researchers	researcher	NOUN
hassl-871	51	46	have	have	AUX
hassl-871	51	47	studied	study	VERB
hassl-871	51	48	this	this	DET
hassl-871	51	49	issue	issue	NOUN
hassl-871	51	50	.	.	PUNCT
hassl-871	52	1	pokterng	pokterng	NOUN
hassl-871	52	2	and	and	CCONJ
hassl-871	52	3	kengpol	kengpol	PROPN
hassl-871	52	4	(	(	PUNCT
hassl-871	52	5	2010	2010	NUM
hassl-871	52	6	)	)	PUNCT
hassl-871	52	7	have	have	AUX
hassl-871	52	8	forecast	forecast	VERB
hassl-871	52	9	the	the	DET
hassl-871	52	10	production	production	NOUN
hassl-871	52	11	of	of	ADP
hassl-871	52	12	fresh	fresh	ADJ
hassl-871	52	13	thai	thai	ADJ
hassl-871	52	14	durians	durian	NOUN
hassl-871	52	15	by	by	ADP
hassl-871	52	16	using	use	VERB
hassl-871	52	17	time	time	NOUN
hassl-871	52	18	series	series	NOUN
hassl-871	52	19	models	model	NOUN
hassl-871	52	20	,	,	PUNCT
hassl-871	52	21	as	as	ADV
hassl-871	52	22	well	well	ADV
hassl-871	52	23	as	as	ADP
hassl-871	52	24	artificial	artificial	ADJ
hassl-871	52	25	neural	neural	ADJ
hassl-871	52	26	networks	network	NOUN
hassl-871	52	27	(	(	PUNCT
hassl-871	52	28	anns	anns	PROPN
hassl-871	52	29	)	)	PUNCT
hassl-871	52	30	;	;	PUNCT
hassl-871	52	31	as	as	ADP
hassl-871	52	32	a	a	DET
hassl-871	52	33	result	result	NOUN
hassl-871	52	34	,	,	PUNCT
hassl-871	52	35	it	it	PRON
hassl-871	52	36	was	be	AUX
hassl-871	52	37	found	find	VERB
hassl-871	52	38	that	that	SCONJ
hassl-871	52	39	the	the	DET
hassl-871	52	40	forecast	forecast	NOUN
hassl-871	52	41	model	model	NOUN
hassl-871	52	42	using	use	VERB
hassl-871	52	43	anns	anns	PROPN
hassl-871	52	44	was	be	AUX
hassl-871	52	45	the	the	DET
hassl-871	52	46	most	most	ADV
hassl-871	52	47	suitable	suitable	ADJ
hassl-871	52	48	for	for	ADP
hassl-871	52	49	highest	high	ADJ
hassl-871	52	50	forecasting	forecasting	NOUN
hassl-871	52	51	when	when	SCONJ
hassl-871	52	52	considering	consider	VERB
hassl-871	52	53	the	the	DET
hassl-871	52	54	statistics	statistic	NOUN
hassl-871	52	55	of	of	ADP
hassl-871	52	56	mean	mean	ADJ
hassl-871	52	57	absolute	absolute	ADJ
hassl-871	52	58	percentage	percentage	NOUN
hassl-871	52	59	error	error	NOUN
hassl-871	52	60	(	(	PUNCT
hassl-871	52	61	mape	mape	NOUN
hassl-871	52	62	)	)	PUNCT
hassl-871	52	63	,	,	PUNCT
hassl-871	52	64	which	which	PRON
hassl-871	52	65	has	have	VERB
hassl-871	52	66	the	the	DET
hassl-871	52	67	lowest	low	ADJ
hassl-871	52	68	error	error	NOUN
hassl-871	52	69	level	level	NOUN
hassl-871	52	70	.	.	PUNCT
hassl-871	53	1	meanwhile	meanwhile	ADV
hassl-871	53	2	,	,	PUNCT
hassl-871	53	3	udomsri	udomsri	INTJ
hassl-871	53	4	,	,	PUNCT
hassl-871	53	5	kengpol	kengpol	PROPN
hassl-871	53	6	,	,	PUNCT
hassl-871	53	7	ishii	ishii	PROPN
hassl-871	53	8	,	,	PUNCT
hassl-871	53	9	and	and	CCONJ
hassl-871	53	10	shimada	shimada	PROPN
hassl-871	53	11	(	(	PUNCT
hassl-871	53	12	2011	2011	NUM
hassl-871	53	13	)	)	PUNCT
hassl-871	53	14	have	have	AUX
hassl-871	53	15	forecast	forecast	VERB
hassl-871	53	16	the	the	DET
hassl-871	53	17	durian	durian	ADJ
hassl-871	53	18	export	export	NOUN
hassl-871	53	19	demand	demand	NOUN
hassl-871	53	20	of	of	ADP
hassl-871	53	21	four	four	NUM
hassl-871	53	22	types	type	NOUN
hassl-871	53	23	of	of	ADP
hassl-871	53	24	products	product	NOUN
hassl-871	53	25	:	:	PUNCT
hassl-871	53	26	fresh	fresh	ADJ
hassl-871	53	27	durian	durian	NOUN
hassl-871	53	28	,	,	PUNCT
hassl-871	53	29	frozen	frozen	ADJ
hassl-871	53	30	durian	durian	NOUN
hassl-871	53	31	,	,	PUNCT
hassl-871	53	32	durian	durian	ADJ
hassl-871	53	33	paste	paste	NOUN
hassl-871	53	34	,	,	PUNCT
hassl-871	53	35	and	and	CCONJ
hassl-871	53	36	durian	durian	ADJ
hassl-871	53	37	chips	chip	NOUN
hassl-871	53	38	,	,	PUNCT
hassl-871	53	39	by	by	ADP
hassl-871	53	40	using	use	VERB
hassl-871	53	41	the	the	DET
hassl-871	53	42	methods	method	NOUN
hassl-871	53	43	of	of	ADP
hassl-871	53	44	time	time	NOUN
hassl-871	53	45	series	series	NOUN
hassl-871	53	46	models	model	NOUN
hassl-871	53	47	,	,	PUNCT
hassl-871	53	48	regression	regression	VERB
hassl-871	53	49	analysis	analysis	NOUN
hassl-871	53	50	,	,	PUNCT
hassl-871	53	51	and	and	CCONJ
hassl-871	53	52	anns	ann	NOUN
hassl-871	53	53	.	.	PUNCT
hassl-871	54	1	the	the	DET
hassl-871	54	2	results	result	NOUN
hassl-871	54	3	found	find	VERB
hassl-871	54	4	that	that	SCONJ
hassl-871	54	5	this	this	DET
hassl-871	54	6	forecasting	forecasting	NOUN
hassl-871	54	7	model	model	NOUN
hassl-871	54	8	was	be	AUX
hassl-871	54	9	the	the	DET
hassl-871	54	10	most	most	ADV
hassl-871	54	11	suitable	suitable	ADJ
hassl-871	54	12	for	for	ADP
hassl-871	54	13	fresh	fresh	ADJ
hassl-871	54	14	durian	durian	NOUN
hassl-871	54	15	,	,	PUNCT
hassl-871	54	16	frozen	frozen	ADJ
hassl-871	54	17	durian	durian	NOUN
hassl-871	54	18	,	,	PUNCT
hassl-871	54	19	and	and	CCONJ
hassl-871	54	20	durian	durian	ADJ
hassl-871	54	21	paste	paste	NOUN
hassl-871	54	22	,	,	PUNCT
hassl-871	54	23	while	while	SCONJ
hassl-871	54	24	the	the	DET
hassl-871	54	25	forecasting	forecasting	NOUN
hassl-871	54	26	model	model	NOUN
hassl-871	54	27	using	use	VERB
hassl-871	54	28	anns	anns	PROPN
hassl-871	54	29	was	be	AUX
hassl-871	54	30	the	the	DET
hassl-871	54	31	most	most	ADV
hassl-871	54	32	suitable	suitable	ADJ
hassl-871	54	33	for	for	ADP
hassl-871	54	34	durian	durian	ADJ
hassl-871	54	35	chips	chip	NOUN
hassl-871	54	36	when	when	SCONJ
hassl-871	54	37	taking	take	VERB
hassl-871	54	38	the	the	DET
hassl-871	54	39	mape	mape	NOUN
hassl-871	54	40	statistics	statistic	NOUN
hassl-871	54	41	into	into	ADP
hassl-871	54	42	consideration	consideration	NOUN
hassl-871	54	43	.	.	PUNCT
hassl-871	55	1	however	however	ADV
hassl-871	55	2	,	,	PUNCT
hassl-871	55	3	from	from	ADP
hassl-871	55	4	the	the	DET
hassl-871	55	5	relevant	relevant	ADJ
hassl-871	55	6	literature	literature	NOUN
hassl-871	55	7	and	and	CCONJ
hassl-871	55	8	research	research	NOUN
hassl-871	55	9	,	,	PUNCT
hassl-871	55	10	it	it	PRON
hassl-871	55	11	was	be	AUX
hassl-871	55	12	found	find	VERB
hassl-871	55	13	that	that	SCONJ
hassl-871	55	14	there	there	PRON
hassl-871	55	15	are	be	VERB
hassl-871	55	16	many	many	ADJ
hassl-871	55	17	researchers	researcher	NOUN
hassl-871	55	18	who	who	PRON
hassl-871	55	19	have	have	AUX
hassl-871	55	20	studied	study	VERB
hassl-871	55	21	the	the	DET
hassl-871	55	22	forecast	forecast	NOUN
hassl-871	55	23	of	of	ADP
hassl-871	55	24	production	production	NOUN
hassl-871	55	25	quantity	quantity	NOUN
hassl-871	55	26	and	and	CCONJ
hassl-871	55	27	agricultural	agricultural	ADJ
hassl-871	55	28	goods	good	NOUN
hassl-871	55	29	and	and	CCONJ
hassl-871	55	30	products	product	NOUN
hassl-871	55	31	for	for	ADP
hassl-871	55	32	export	export	NOUN
hassl-871	55	33	.	.	PUNCT
hassl-871	56	1	to	to	PART
hassl-871	56	2	illustrate	illustrate	VERB
hassl-871	56	3	this	this	PRON
hassl-871	56	4	,	,	PUNCT
hassl-871	56	5	the	the	DET
hassl-871	56	6	study	study	NOUN
hassl-871	56	7	by	by	ADP
hassl-871	56	8	jatuporn	jatuporn	NOUN
hassl-871	56	9	and	and	CCONJ
hassl-871	56	10	sukprasert	sukprasert	PROPN
hassl-871	56	11	(	(	PUNCT
hassl-871	56	12	2016	2016	NUM
hassl-871	56	13	)	)	PUNCT
hassl-871	56	14	forecast	forecast	VERB
hassl-871	56	15	the	the	DET
hassl-871	56	16	quantity	quantity	NOUN
hassl-871	56	17	of	of	ADP
hassl-871	56	18	thai	thai	ADJ
hassl-871	56	19	rubber	rubber	NOUN
hassl-871	56	20	production	production	NOUN
hassl-871	56	21	and	and	CCONJ
hassl-871	56	22	export	export	NOUN
hassl-871	56	23	by	by	ADP
hassl-871	56	24	using	use	VERB
hassl-871	56	25	a	a	DET
hassl-871	56	26	regression	regression	NOUN
hassl-871	56	27	model	model	NOUN
hassl-871	56	28	with	with	ADP
hassl-871	56	29	trend	trend	NOUN
hassl-871	56	30	and	and	CCONJ
hassl-871	56	31	seasonal	seasonal	ADJ
hassl-871	56	32	dummies	dummy	NOUN
hassl-871	56	33	,	,	PUNCT
hassl-871	56	34	exponential	exponential	NOUN
hassl-871	56	35	smoothing	smoothing	NOUN
hassl-871	56	36	,	,	PUNCT
hassl-871	56	37	and	and	CCONJ
hassl-871	56	38	arima	arima	PROPN
hassl-871	56	39	;	;	PUNCT
hassl-871	56	40	as	as	ADP
hassl-871	56	41	a	a	DET
hassl-871	56	42	result	result	NOUN
hassl-871	56	43	,	,	PUNCT
hassl-871	56	44	it	it	PRON
hassl-871	56	45	was	be	AUX
hassl-871	56	46	found	find	VERB
hassl-871	56	47	that	that	SCONJ
hassl-871	56	48	the	the	DET
hassl-871	56	49	forecasting	forecasting	NOUN
hassl-871	56	50	model	model	NOUN
hassl-871	56	51	using	use	VERB
hassl-871	56	52	a	a	DET
hassl-871	56	53	regression	regression	NOUN
hassl-871	56	54	model	model	NOUN
hassl-871	56	55	with	with	ADP
hassl-871	56	56	trend	trend	NOUN
hassl-871	56	57	and	and	CCONJ
hassl-871	56	58	seasonal	seasonal	ADJ
hassl-871	56	59	dummies	dummy	NOUN
hassl-871	56	60	was	be	AUX
hassl-871	56	61	the	the	DET
hassl-871	56	62	most	most	ADV
hassl-871	56	63	suitable	suitable	ADJ
hassl-871	56	64	for	for	ADP
hassl-871	56	65	forecasting	forecast	VERB
hassl-871	56	66	the	the	DET
hassl-871	56	67	quantity	quantity	NOUN
hassl-871	56	68	of	of	ADP
hassl-871	56	69	thai	thai	ADJ
hassl-871	56	70	rubber	rubber	NOUN
hassl-871	56	71	production	production	NOUN
hassl-871	56	72	and	and	CCONJ
hassl-871	56	73	export	export	NOUN
hassl-871	56	74	when	when	SCONJ
hassl-871	56	75	considering	consider	VERB
hassl-871	56	76	the	the	DET
hassl-871	56	77	statistics	statistic	NOUN
hassl-871	56	78	of	of	ADP
hassl-871	56	79	root	root	NOUN
hassl-871	56	80	mean	mean	VERB
hassl-871	56	81	square	square	ADJ
hassl-871	56	82	error	error	NOUN
hassl-871	56	83	(	(	PUNCT
hassl-871	56	84	rmse	rmse	NOUN
hassl-871	56	85	)	)	PUNCT
hassl-871	56	86	.	.	PUNCT
hassl-871	57	1	furthermore	furthermore	ADV
hassl-871	57	2	,	,	PUNCT
hassl-871	57	3	jatuporn	jatuporn	ADJ
hassl-871	57	4	and	and	CCONJ
hassl-871	57	5	sukprasert	sukprasert	NOUN
hassl-871	57	6	(	(	PUNCT
hassl-871	57	7	2016	2016	NUM
hassl-871	57	8	)	)	PUNCT
hassl-871	57	9	have	have	AUX
hassl-871	57	10	analyzed	analyze	VERB
hassl-871	57	11	the	the	DET
hassl-871	57	12	performance	performance	NOUN
hassl-871	57	13	of	of	ADP
hassl-871	57	14	forecasting	forecasting	NOUN
hassl-871	57	15	models	model	NOUN
hassl-871	57	16	comparing	compare	VERB
hassl-871	57	17	actual	actual	ADJ
hassl-871	57	18	value	value	NOUN
hassl-871	57	19	and	and	CCONJ
hassl-871	57	20	forecast	forecast	NOUN
hassl-871	57	21	value	value	NOUN
hassl-871	57	22	by	by	ADP
hassl-871	57	23	using	use	VERB
hassl-871	57	24	a	a	DET
hassl-871	57	25	correlation	correlation	NOUN
hassl-871	57	26	coefficient	coefficient	NOUN
hassl-871	57	27	.	.	PUNCT
hassl-871	58	1	similarly	similarly	ADV
hassl-871	58	2	,	,	PUNCT
hassl-871	58	3	pannakkong	pannakkong	PROPN
hassl-871	58	4	,	,	PUNCT
hassl-871	58	5	huynh	huynh	PROPN
hassl-871	58	6	,	,	PUNCT
hassl-871	58	7	and	and	CCONJ
hassl-871	58	8	sriboonchitta	sriboonchitta	NOUN
hassl-871	58	9	(	(	PUNCT
hassl-871	58	10	2016	2016	NUM
hassl-871	58	11	)	)	PUNCT
hassl-871	58	12	have	have	AUX
hassl-871	58	13	forecast	forecast	VERB
hassl-871	58	14	the	the	DET
hassl-871	58	15	quantity	quantity	NOUN
hassl-871	58	16	of	of	ADP
hassl-871	58	17	thai	thai	PROPN
hassl-871	58	18	cassava	cassava	NOUN
hassl-871	58	19	starch	starch	NOUN
hassl-871	58	20	exports	export	NOUN
hassl-871	58	21	by	by	ADP
hassl-871	58	22	using	use	VERB
hassl-871	58	23	arima	arima	NOUN
hassl-871	58	24	and	and	CCONJ
hassl-871	58	25	anns	anns	NOUN
hassl-871	58	26	methods	method	NOUN
hassl-871	58	27	;	;	PUNCT
hassl-871	58	28	as	as	ADP
hassl-871	58	29	a	a	DET
hassl-871	58	30	result	result	NOUN
hassl-871	58	31	,	,	PUNCT
hassl-871	58	32	it	it	PRON
hassl-871	58	33	was	be	AUX
hassl-871	58	34	discovered	discover	VERB
hassl-871	58	35	that	that	SCONJ
hassl-871	58	36	the	the	DET
hassl-871	58	37	forecasting	forecasting	NOUN
hassl-871	58	38	model	model	NOUN
hassl-871	58	39	using	use	VERB
hassl-871	58	40	the	the	DET
hassl-871	58	41	anns	anns	ADJ
hassl-871	58	42	method	method	NOUN
hassl-871	58	43	was	be	AUX
hassl-871	58	44	the	the	DET
hassl-871	58	45	most	most	ADV
hassl-871	58	46	suitable	suitable	ADJ
hassl-871	58	47	when	when	SCONJ
hassl-871	58	48	considering	consider	VERB
hassl-871	58	49	the	the	DET
hassl-871	58	50	mean	mean	ADJ
hassl-871	58	51	squared	square	VERB
hassl-871	58	52	error	error	NOUN
hassl-871	58	53	(	(	PUNCT
hassl-871	58	54	mse	mse	NOUN
hassl-871	58	55	)	)	PUNCT
hassl-871	58	56	,	,	PUNCT
hassl-871	58	57	mean	mean	VERB
hassl-871	58	58	absolute	absolute	ADJ
hassl-871	58	59	error	error	NOUN
hassl-871	58	60	(	(	PUNCT
hassl-871	58	61	mae	mae	PROPN
hassl-871	58	62	)	)	PUNCT
hassl-871	58	63	,	,	PUNCT
hassl-871	58	64	and	and	CCONJ
hassl-871	58	65	mean	mean	VERB
hassl-871	58	66	absolute	absolute	ADJ
hassl-871	58	67	percentage	percentage	NOUN
hassl-871	58	68	error	error	NOUN
hassl-871	58	69	(	(	PUNCT
hassl-871	58	70	mape	mape	NOUN
hassl-871	58	71	)	)	PUNCT
hassl-871	58	72	.	.	PUNCT
hassl-871	59	1	according	accord	VERB
hassl-871	59	2	to	to	ADP
hassl-871	59	3	the	the	DET
hassl-871	59	4	study	study	NOUN
hassl-871	59	5	by	by	ADP
hassl-871	59	6	co	co	NOUN
hassl-871	59	7	and	and	CCONJ
hassl-871	59	8	boosarawongse	boosarawongse	ADJ
hassl-871	59	9	(	(	PUNCT
hassl-871	59	10	2007	2007	NUM
hassl-871	59	11	)	)	PUNCT
hassl-871	59	12	,	,	PUNCT
hassl-871	59	13	they	they	PRON
hassl-871	59	14	have	have	AUX
hassl-871	59	15	forecast	forecast	VERB
hassl-871	59	16	the	the	DET
hassl-871	59	17	quantity	quantity	NOUN
hassl-871	59	18	of	of	ADP
hassl-871	59	19	thai	thai	PROPN
hassl-871	59	20	rice	rice	NOUN
hassl-871	59	21	exports	export	NOUN
hassl-871	59	22	by	by	ADP
hassl-871	59	23	using	use	VERB
hassl-871	59	24	an	an	DET
hassl-871	59	25	exponential	exponential	ADJ
hassl-871	59	26	smoothing	smoothing	NOUN
hassl-871	59	27	technique	technique	NOUN
hassl-871	59	28	,	,	PUNCT
hassl-871	59	29	arima	arima	NOUN
hassl-871	59	30	,	,	PUNCT
hassl-871	59	31	and	and	CCONJ
hassl-871	59	32	anns	ann	NOUN
hassl-871	59	33	;	;	PUNCT
hassl-871	59	34	as	as	ADP
hassl-871	59	35	a	a	DET
hassl-871	59	36	result	result	NOUN
hassl-871	59	37	,	,	PUNCT
hassl-871	59	38	it	it	PRON
hassl-871	59	39	was	be	AUX
hassl-871	59	40	shown	show	VERB
hassl-871	59	41	that	that	SCONJ
hassl-871	59	42	the	the	DET
hassl-871	59	43	anns	anns	PROPN
hassl-871	59	44	method	method	NOUN
hassl-871	59	45	was	be	AUX
hassl-871	59	46	the	the	DET
hassl-871	59	47	most	most	ADV
hassl-871	59	48	suitable	suitable	ADJ
hassl-871	59	49	for	for	ADP
hassl-871	59	50	forecasting	forecasting	NOUN
hassl-871	59	51	when	when	SCONJ
hassl-871	59	52	considering	consider	VERB
hassl-871	59	53	the	the	DET
hassl-871	59	54	statistics	statistic	NOUN
hassl-871	59	55	of	of	ADP
hassl-871	59	56	mae	mae	PROPN
hassl-871	59	57	,	,	PUNCT
hassl-871	59	58	mape	mape	NOUN
hassl-871	59	59	,	,	PUNCT
hassl-871	59	60	mse	mse	NOUN
hassl-871	59	61	,	,	PUNCT
hassl-871	59	62	and	and	CCONJ
hassl-871	59	63	rmse	rmse	NOUN
hassl-871	59	64	.	.	PUNCT
hassl-871	60	1	the	the	DET
hassl-871	60	2	study	study	NOUN
hassl-871	60	3	by	by	ADP
hassl-871	60	4	masood	masood	PROPN
hassl-871	60	5	,	,	PUNCT
hassl-871	60	6	raza	raza	PROPN
hassl-871	60	7	,	,	PUNCT
hassl-871	60	8	and	and	CCONJ
hassl-871	60	9	abid	abid	PROPN
hassl-871	60	10	(	(	PUNCT
hassl-871	60	11	2018	2018	NUM
hassl-871	60	12	)	)	PUNCT
hassl-871	60	13	forecast	forecast	NOUN
hassl-871	60	14	wheat	wheat	NOUN
hassl-871	60	15	production	production	NOUN
hassl-871	60	16	in	in	ADP
hassl-871	60	17	pakistan	pakistan	PROPN
hassl-871	60	18	by	by	ADP
hassl-871	60	19	using	use	VERB
hassl-871	60	20	the	the	DET
hassl-871	60	21	forecasting	forecasting	NOUN
hassl-871	60	22	techniques	technique	NOUN
hassl-871	60	23	of	of	ADP
hassl-871	60	24	linear	linear	ADJ
hassl-871	60	25	,	,	PUNCT
hassl-871	60	26	quadratic	quadratic	ADJ
hassl-871	60	27	,	,	PUNCT
hassl-871	60	28	exponential	exponential	ADJ
hassl-871	60	29	,	,	PUNCT
hassl-871	60	30	s	s	NOUN
hassl-871	60	31	-	-	PUNCT
hassl-871	60	32	curve	curve	ADJ
hassl-871	60	33	,	,	PUNCT
hassl-871	60	34	double	double	ADJ
hassl-871	60	35	exponential	exponential	ADJ
hassl-871	60	36	smoothing	smoothing	NOUN
hassl-871	60	37	,	,	PUNCT
hassl-871	60	38	single	single	ADJ
hassl-871	60	39	exponential	exponential	ADJ
hassl-871	60	40	smoothing	smoothing	NOUN
hassl-871	60	41	,	,	PUNCT
hassl-871	60	42	moving	move	VERB
hassl-871	60	43	average	average	ADJ
hassl-871	60	44	,	,	PUNCT
hassl-871	60	45	and	and	CCONJ
hassl-871	60	46	arima	arima	PROPN
hassl-871	60	47	;	;	PUNCT
hassl-871	60	48	it	it	PRON
hassl-871	60	49	was	be	AUX
hassl-871	60	50	shown	show	VERB
hassl-871	60	51	that	that	SCONJ
hassl-871	60	52	the	the	DET
hassl-871	60	53	forecasting	forecasting	NOUN
hassl-871	60	54	model	model	NOUN
hassl-871	60	55	using	use	VERB
hassl-871	60	56	the	the	DET
hassl-871	60	57	arima	arima	NOUN
hassl-871	60	58	method	method	NOUN
hassl-871	60	59	was	be	AUX
hassl-871	60	60	the	the	DET
hassl-871	60	61	most	most	ADV
hassl-871	60	62	suitable	suitable	ADJ
hassl-871	60	63	for	for	ADP
hassl-871	60	64	forecasting	forecasting	NOUN
hassl-871	60	65	.	.	PUNCT
hassl-871	61	1	similar	similar	ADJ
hassl-871	61	2	to	to	ADP
hassl-871	61	3	iqbal	iqbal	PROPN
hassl-871	61	4	,	,	PUNCT
hassl-871	61	5	bakhsh	bakhsh	PROPN
hassl-871	61	6	,	,	PUNCT
hassl-871	61	7	maqbool	maqbool	PROPN
hassl-871	61	8	,	,	PUNCT
hassl-871	61	9	and	and	CCONJ
hassl-871	61	10	ahmad	ahmad	PROPN
hassl-871	61	11	(	(	PUNCT
hassl-871	61	12	2005	2005	NUM
hassl-871	61	13	)	)	PUNCT
hassl-871	61	14	,	,	PUNCT
hassl-871	61	15	they	they	PRON
hassl-871	61	16	also	also	ADV
hassl-871	61	17	used	use	VERB
hassl-871	61	18	the	the	DET
hassl-871	61	19	arima	arima	PROPN
hassl-871	61	20	model	model	NOUN
hassl-871	61	21	to	to	PART
hassl-871	61	22	forecast	forecast	VERB
hassl-871	61	23	wheat	wheat	NOUN
hassl-871	61	24	production	production	NOUN
hassl-871	61	25	in	in	ADP
hassl-871	61	26	pakistan	pakistan	PROPN
hassl-871	61	27	.	.	PUNCT
hassl-871	62	1	in	in	ADP
hassl-871	62	2	addition	addition	NOUN
hassl-871	62	3	,	,	PUNCT
hassl-871	62	4	a	a	DET
hassl-871	62	5	study	study	NOUN
hassl-871	62	6	by	by	ADP
hassl-871	62	7	nath	nath	NOUN
hassl-871	62	8	,	,	PUNCT
hassl-871	62	9	dhakre	dhakre	NOUN
hassl-871	62	10	,	,	PUNCT
hassl-871	62	11	and	and	CCONJ
hassl-871	62	12	bhattacharya	bhattacharya	NOUN
hassl-871	62	13	(	(	PUNCT
hassl-871	62	14	2019	2019	NUM
hassl-871	62	15	)	)	PUNCT
hassl-871	62	16	forecast	forecast	NOUN
hassl-871	62	17	annual	annual	ADJ
hassl-871	62	18	wheat	wheat	NOUN
hassl-871	62	19	production	production	NOUN
hassl-871	62	20	in	in	ADP
hassl-871	62	21	india	india	PROPN
hassl-871	62	22	from	from	ADP
hassl-871	62	23	2018	2018	NUM
hassl-871	62	24	to	to	ADP
hassl-871	62	25	2027	2027	NUM
hassl-871	62	26	using	use	VERB
hassl-871	62	27	the	the	DET
hassl-871	62	28	arima(1,1,0	arima(1,1,0	NOUN
hassl-871	62	29	)	)	PUNCT
hassl-871	62	30	method	method	NOUN
hassl-871	62	31	.	.	PUNCT
hassl-871	63	1	like	like	ADP
hassl-871	63	2	the	the	DET
hassl-871	63	3	forecasting	forecasting	NOUN
hassl-871	63	4	techniques	technique	NOUN
hassl-871	63	5	mentioned	mention	VERB
hassl-871	63	6	previously	previously	ADV
hassl-871	63	7	,	,	PUNCT
hassl-871	63	8	the	the	DET
hassl-871	63	9	arima	arima	NOUN
hassl-871	63	10	procedure	procedure	NOUN
hassl-871	63	11	was	be	AUX
hassl-871	63	12	considered	consider	VERB
hassl-871	63	13	to	to	PART
hassl-871	63	14	formulate	formulate	VERB
hassl-871	63	15	the	the	DET
hassl-871	63	16	forecasting	forecasting	NOUN
hassl-871	63	17	model	model	NOUN
hassl-871	63	18	in	in	ADP
hassl-871	63	19	this	this	DET
hassl-871	63	20	empirical	empirical	ADJ
hassl-871	63	21	research	research	NOUN
hassl-871	63	22	,	,	PUNCT
hassl-871	63	23	as	as	SCONJ
hassl-871	63	24	several	several	ADJ
hassl-871	63	25	studies	study	NOUN
hassl-871	63	26	were	be	AUX
hassl-871	63	27	found	find	VERB
hassl-871	63	28	to	to	PART
hassl-871	63	29	have	have	AUX
hassl-871	63	30	applied	apply	VERB
hassl-871	63	31	the	the	DET
hassl-871	63	32	arima	arima	NOUN
hassl-871	63	33	method	method	NOUN
hassl-871	63	34	in	in	ADP
hassl-871	63	35	various	various	ADJ
hassl-871	63	36	fields	field	NOUN
hassl-871	63	37	,	,	PUNCT
hassl-871	63	38	such	such	ADJ
hassl-871	63	39	as	as	ADP
hassl-871	63	40	wang	wang	PROPN
hassl-871	63	41	,	,	PUNCT
hassl-871	63	42	li	li	PROPN
hassl-871	63	43	,	,	PUNCT
hassl-871	63	44	li	li	PROPN
hassl-871	63	45	,	,	PUNCT
hassl-871	63	46	and	and	CCONJ
hassl-871	63	47	ma	ma	PROPN
hassl-871	63	48	(	(	PUNCT
hassl-871	63	49	2018	2018	NUM
hassl-871	63	50	)	)	PUNCT
hassl-871	63	51	who	who	PRON
hassl-871	63	52	forecast	forecast	VERB
hassl-871	63	53	monthly	monthly	ADJ
hassl-871	63	54	shell	shell	NOUN
hassl-871	63	55	gas	gas	NOUN
hassl-871	63	56	production	production	NOUN
hassl-871	63	57	in	in	ADP
hassl-871	63	58	the	the	DET
hassl-871	63	59	u.s	u.s	PROPN
hassl-871	63	60	.	.	PROPN
hassl-871	63	61	using	use	VERB
hassl-871	63	62	a	a	DET
hassl-871	63	63	hybrid	hybrid	ADJ
hassl-871	63	64	arima	arima	NOUN
hassl-871	63	65	and	and	CCONJ
hassl-871	63	66	metabolic	metabolic	NOUN
hassl-871	63	67	nonlinear	nonlinear	ADJ
hassl-871	63	68	grey	grey	ADJ
hassl-871	63	69	methods	method	NOUN
hassl-871	63	70	.	.	PUNCT
hassl-871	64	1	the	the	DET
hassl-871	64	2	findings	finding	NOUN
hassl-871	64	3	of	of	ADP
hassl-871	64	4	wang	wang	PROPN
hassl-871	64	5	et	et	PROPN
hassl-871	64	6	al	al	PROPN
hassl-871	64	7	.	.	PROPN
hassl-871	64	8	(	(	PUNCT
hassl-871	64	9	2018	2018	NUM
hassl-871	64	10	)	)	PUNCT
hassl-871	64	11	showed	show	VERB
hassl-871	64	12	that	that	SCONJ
hassl-871	64	13	the	the	DET
hassl-871	64	14	applied	apply	VERB
hassl-871	64	15	hybrid	hybrid	NOUN
hassl-871	64	16	of	of	ADP
hassl-871	64	17	mngm	mngm	ADJ
hassl-871	64	18	–	–	PUNCT
hassl-871	64	19	arima	arima	NOUN
hassl-871	64	20	model	model	NOUN
hassl-871	64	21	was	be	AUX
hassl-871	64	22	the	the	DET
hassl-871	64	23	most	most	ADV
hassl-871	64	24	appropriate	appropriate	ADJ
hassl-871	64	25	to	to	PART
hassl-871	64	26	forecast	forecast	VERB
hassl-871	64	27	shale	shale	NOUN
hassl-871	64	28	gas	gas	NOUN
hassl-871	64	29	and	and	CCONJ
hassl-871	64	30	other	other	ADJ
hassl-871	64	31	fuel	fuel	NOUN
hassl-871	64	32	production	production	NOUN
hassl-871	64	33	in	in	ADP
hassl-871	64	34	the	the	DET
hassl-871	64	35	u.s	u.s	PROPN
hassl-871	64	36	.	.	PROPN
hassl-871	64	37	using	use	VERB
hassl-871	64	38	the	the	DET
hassl-871	64	39	criterion	criterion	NOUN
hassl-871	64	40	of	of	ADP
hassl-871	64	41	the	the	DET
hassl-871	64	42	lowest	low	ADJ
hassl-871	64	43	mape	mape	NOUN
hassl-871	64	44	.	.	PUNCT
hassl-871	65	1	mgaya	mgaya	NOUN
hassl-871	65	2	(	(	PUNCT
hassl-871	65	3	2019	2019	NUM
hassl-871	65	4	)	)	PUNCT
hassl-871	65	5	predicted	predict	VERB
hassl-871	65	6	the	the	DET
hassl-871	65	7	demand	demand	NOUN
hassl-871	65	8	for	for	ADP
hassl-871	65	9	livestock	livestock	NOUN
hassl-871	65	10	product	product	NOUN
hassl-871	65	11	consumption	consumption	NOUN
hassl-871	65	12	in	in	ADP
hassl-871	65	13	tanzania	tanzania	PROPN
hassl-871	65	14	,	,	PUNCT
hassl-871	65	15	which	which	PRON
hassl-871	65	16	included	include	VERB
hassl-871	65	17	eggs	egg	NOUN
hassl-871	65	18	,	,	PUNCT
hassl-871	65	19	milk	milk	NOUN
hassl-871	65	20	,	,	PUNCT
hassl-871	65	21	chicken	chicken	NOUN
hassl-871	65	22	,	,	PUNCT
hassl-871	65	23	and	and	CCONJ
hassl-871	65	24	beef	beef	NOUN
hassl-871	65	25	.	.	PUNCT
hassl-871	66	1	the	the	DET
hassl-871	66	2	arima	arima	PROPN
hassl-871	66	3	model	model	NOUN
hassl-871	66	4	was	be	AUX
hassl-871	66	5	employed	employ	VERB
hassl-871	66	6	consisting	consist	VERB
hassl-871	66	7	of	of	ADP
hassl-871	66	8	model	model	NOUN
hassl-871	66	9	identification	identification	NOUN
hassl-871	66	10	using	use	VERB
hassl-871	66	11	autocorrection	autocorrection	NOUN
hassl-871	66	12	function	function	NOUN
hassl-871	66	13	(	(	PUNCT
hassl-871	66	14	acf	acf	PROPN
hassl-871	66	15	)	)	PUNCT
hassl-871	66	16	and	and	CCONJ
hassl-871	66	17	partial	partial	ADJ
hassl-871	66	18	autocorrelation	autocorrelation	NOUN
hassl-871	66	19	function	function	NOUN
hassl-871	66	20	(	(	PUNCT
hassl-871	66	21	pacf	pacf	PROPN
hassl-871	66	22	)	)	PUNCT
hassl-871	66	23	,	,	PUNCT
hassl-871	66	24	parameter	parameter	NOUN
hassl-871	66	25	estimation	estimation	NOUN
hassl-871	66	26	using	use	VERB
hassl-871	66	27	the	the	DET
hassl-871	66	28	least	least	ADJ
hassl-871	66	29	-	-	PUNCT
hassl-871	66	30	squares	square	NOUN
hassl-871	66	31	(	(	PUNCT
hassl-871	66	32	ls	ls	ADJ
hassl-871	66	33	)	)	PUNCT
hassl-871	66	34	approach	approach	NOUN
hassl-871	66	35	,	,	PUNCT
hassl-871	66	36	and	and	CCONJ
hassl-871	66	37	model	model	NOUN
hassl-871	66	38	validation	validation	NOUN
hassl-871	66	39	using	use	VERB
hassl-871	66	40	the	the	DET
hassl-871	66	41	schwarz	schwarz	PROPN
hassl-871	66	42	information	information	NOUN
hassl-871	66	43	criterion	criterion	NOUN
hassl-871	66	44	(	(	PUNCT
hassl-871	66	45	sic	sic	ADJ
hassl-871	66	46	)	)	PUNCT
hassl-871	66	47	and	and	CCONJ
hassl-871	66	48	the	the	DET
hassl-871	66	49	plot	plot	NOUN
hassl-871	66	50	of	of	ADP
hassl-871	66	51	acf	acf	NOUN
hassl-871	66	52	residuals	residual	NOUN
hassl-871	66	53	.	.	PUNCT
hassl-871	67	1	sahinli	sahinli	PROPN
hassl-871	67	2	(	(	PUNCT
hassl-871	67	3	2020	2020	NUM
hassl-871	67	4	)	)	PUNCT
hassl-871	67	5	has	have	AUX
hassl-871	67	6	projected	project	VERB
hassl-871	67	7	consumer	consumer	NOUN
hassl-871	67	8	price	price	NOUN
hassl-871	67	9	of	of	ADP
hassl-871	67	10	the	the	DET
hassl-871	67	11	potato	potato	NOUN
hassl-871	67	12	market	market	NOUN
hassl-871	67	13	in	in	ADP
hassl-871	67	14	turkey	turkey	NOUN
hassl-871	67	15	on	on	ADP
hassl-871	67	16	a	a	DET
hassl-871	67	17	monthly	monthly	ADJ
hassl-871	67	18	basis	basis	NOUN
hassl-871	67	19	using	use	VERB
hassl-871	67	20	the	the	DET
hassl-871	67	21	holt	holt	PROPN
hassl-871	67	22	–	–	PUNCT
hassl-871	67	23	winters	winter	NOUN
hassl-871	67	24	multiplicative	multiplicative	VERB
hassl-871	67	25	,	,	PUNCT
hassl-871	67	26	the	the	DET
hassl-871	67	27	holt	holt	PROPN
hassl-871	67	28	–	–	PUNCT
hassl-871	67	29	winters	winter	NOUN
hassl-871	67	30	additive	additive	NOUN
hassl-871	67	31	,	,	PUNCT
hassl-871	67	32	and	and	CCONJ
hassl-871	67	33	the	the	DET
hassl-871	67	34	arima	arima	PROPN
hassl-871	67	35	approach	approach	NOUN
hassl-871	67	36	.	.	PUNCT
hassl-871	68	1	the	the	DET
hassl-871	68	2	most	most	ADV
hassl-871	68	3	fitting	fitting	ADJ
hassl-871	68	4	model	model	NOUN
hassl-871	68	5	selection	selection	NOUN
hassl-871	68	6	showed	show	VERB
hassl-871	68	7	that	that	SCONJ
hassl-871	68	8	the	the	DET
hassl-871	68	9	box	box	PROPN
hassl-871	68	10	–	–	PUNCT
hassl-871	68	11	jenkins	jenkin	NOUN
hassl-871	68	12	technique	technique	NOUN
hassl-871	68	13	of	of	ADP
hassl-871	68	14	arima(1,1,2	arima(1,1,2	NOUN
hassl-871	68	15	)	)	PUNCT
hassl-871	68	16	based	base	VERB
hassl-871	68	17	on	on	ADP
hassl-871	68	18	the	the	DET
hassl-871	68	19	lowest	low	ADJ
hassl-871	68	20	values	value	NOUN
hassl-871	68	21	of	of	ADP
hassl-871	68	22	mae	mae	PROPN
hassl-871	68	23	,	,	PUNCT
hassl-871	68	24	mape	mape	NOUN
hassl-871	68	25	,	,	PUNCT
hassl-871	68	26	and	and	CCONJ
hassl-871	68	27	rmse	rmse	PROPN
hassl-871	68	28	was	be	AUX
hassl-871	68	29	the	the	DET
hassl-871	68	30	most	most	ADV
hassl-871	68	31	appropriate	appropriate	ADJ
hassl-871	68	32	forecasting	forecasting	NOUN
hassl-871	68	33	method	method	NOUN
hassl-871	68	34	to	to	PART
hassl-871	68	35	project	project	VERB
hassl-871	68	36	the	the	DET
hassl-871	68	37	turkish	turkish	ADJ
hassl-871	68	38	humanities	humanity	NOUN
hassl-871	68	39	and	and	CCONJ
hassl-871	68	40	social	social	ADJ
hassl-871	68	41	sciences	science	NOUN
hassl-871	68	42	letters	letter	NOUN
hassl-871	68	43	,	,	PUNCT
hassl-871	68	44	2020	2020	NUM
hassl-871	68	45	,	,	PUNCT
hassl-871	68	46	8(4	8(4	NUM
hassl-871	68	47	):	):	PUNCT
hassl-871	68	48	430	430	NUM
hassl-871	68	49	-	-	SYM
hassl-871	68	50	437	437	NUM
hassl-871	68	51	433	433	NUM
hassl-871	68	52	©	©	PROPN
hassl-871	68	53	2020	2020	NUM
hassl-871	68	54	conscientia	conscientia	PROPN
hassl-871	68	55	beam	beam	PROPN
hassl-871	68	56	.	.	PUNCT
hassl-871	69	1	all	all	DET
hassl-871	69	2	rights	right	NOUN
hassl-871	69	3	reserved	reserve	VERB
hassl-871	69	4	.	.	PUNCT
hassl-871	70	1	potato	potato	NOUN
hassl-871	70	2	price	price	NOUN
hassl-871	70	3	from	from	ADP
hassl-871	70	4	august	august	PROPN
hassl-871	70	5	2019	2019	NUM
hassl-871	70	6	to	to	ADP
hassl-871	70	7	december	december	PROPN
hassl-871	70	8	2019	2019	NUM
hassl-871	70	9	.	.	PUNCT
hassl-871	71	1	moreover	moreover	ADV
hassl-871	71	2	,	,	PUNCT
hassl-871	71	3	lai	lai	PROPN
hassl-871	71	4	and	and	CCONJ
hassl-871	71	5	dzombak	dzombak	PROPN
hassl-871	71	6	(	(	PUNCT
hassl-871	71	7	2020	2020	NUM
hassl-871	71	8	)	)	PUNCT
hassl-871	71	9	employed	employ	VERB
hassl-871	71	10	the	the	DET
hassl-871	71	11	arima	arima	PROPN
hassl-871	71	12	model	model	NOUN
hassl-871	71	13	to	to	PART
hassl-871	71	14	forecast	forecast	VERB
hassl-871	71	15	short	short	ADJ
hassl-871	71	16	-	-	PUNCT
hassl-871	71	17	term	term	NOUN
hassl-871	71	18	regional	regional	ADJ
hassl-871	71	19	temperature	temperature	NOUN
hassl-871	71	20	and	and	CCONJ
hassl-871	71	21	precipitation	precipitation	NOUN
hassl-871	71	22	,	,	PUNCT
hassl-871	71	23	as	as	ADV
hassl-871	71	24	well	well	ADV
hassl-871	71	25	as	as	ADP
hassl-871	71	26	pakrooh	pakrooh	VERB
hassl-871	71	27	and	and	CCONJ
hassl-871	71	28	pishbahar	pishbahar	NOUN
hassl-871	71	29	(	(	PUNCT
hassl-871	71	30	2019	2019	NUM
hassl-871	71	31	)	)	PUNCT
hassl-871	71	32	who	who	PRON
hassl-871	71	33	forecast	forecast	VERB
hassl-871	71	34	air	air	NOUN
hassl-871	71	35	pollution	pollution	NOUN
hassl-871	71	36	concentrations	concentration	NOUN
hassl-871	71	37	in	in	ADP
hassl-871	71	38	iran	iran	PROPN
hassl-871	71	39	by	by	ADP
hassl-871	71	40	applying	apply	VERB
hassl-871	71	41	the	the	DET
hassl-871	71	42	various	various	ADJ
hassl-871	71	43	hybrid	hybrid	ADJ
hassl-871	71	44	arima	arima	NOUN
hassl-871	71	45	methods	method	NOUN
hassl-871	71	46	.	.	PUNCT
hassl-871	72	1	3	3	X
hassl-871	72	2	.	.	X
hassl-871	72	3	research	research	NOUN
hassl-871	72	4	methodology	methodology	NOUN
hassl-871	72	5	3.1	3.1	NUM
hassl-871	72	6	.	.	PUNCT
hassl-871	73	1	data	datum	NOUN
hassl-871	73	2	and	and	CCONJ
hassl-871	73	3	variables	variable	NOUN
hassl-871	73	4	the	the	DET
hassl-871	73	5	data	datum	NOUN
hassl-871	73	6	used	use	VERB
hassl-871	73	7	in	in	ADP
hassl-871	73	8	this	this	DET
hassl-871	73	9	research	research	NOUN
hassl-871	73	10	is	be	AUX
hassl-871	73	11	a	a	DET
hassl-871	73	12	monthly	monthly	ADJ
hassl-871	73	13	time	time	NOUN
hassl-871	73	14	series	series	NOUN
hassl-871	73	15	from	from	ADP
hassl-871	73	16	january	january	PROPN
hassl-871	73	17	2005	2005	NUM
hassl-871	73	18	to	to	ADP
hassl-871	73	19	june	june	PROPN
hassl-871	73	20	2020	2020	NUM
hassl-871	73	21	;	;	PUNCT
hassl-871	73	22	186	186	NUM
hassl-871	73	23	months	month	NOUN
hassl-871	73	24	in	in	ADP
hassl-871	73	25	total	total	NOUN
hassl-871	73	26	.	.	PUNCT
hassl-871	74	1	the	the	DET
hassl-871	74	2	defined	define	VERB
hassl-871	74	3	variables	variable	NOUN
hassl-871	74	4	are	be	AUX
hassl-871	74	5	:	:	PUNCT
hassl-871	74	6	the	the	DET
hassl-871	74	7	quantity	quantity	NOUN
hassl-871	74	8	of	of	ADP
hassl-871	74	9	thai	thai	ADJ
hassl-871	74	10	durian	durian	NOUN
hassl-871	74	11	production	production	NOUN
hassl-871	74	12	(	(	PUNCT
hassl-871	74	13	unit	unit	NOUN
hassl-871	74	14	=	=	SYM
hassl-871	74	15	metric	metric	ADJ
hassl-871	74	16	ton	ton	NOUN
hassl-871	74	17	)	)	PUNCT
hassl-871	74	18	or	or	CCONJ
hassl-871	74	19	pth	pth	NOUN
hassl-871	74	20	variable	variable	NOUN
hassl-871	74	21	,	,	PUNCT
hassl-871	74	22	using	use	VERB
hassl-871	74	23	data	datum	NOUN
hassl-871	74	24	from	from	ADP
hassl-871	74	25	the	the	DET
hassl-871	74	26	office	office	NOUN
hassl-871	74	27	of	of	ADP
hassl-871	74	28	agricultural	agricultural	ADJ
hassl-871	74	29	economics	economic	NOUN
hassl-871	74	30	;	;	PUNCT
hassl-871	74	31	the	the	DET
hassl-871	74	32	quantity	quantity	NOUN
hassl-871	74	33	of	of	ADP
hassl-871	74	34	thai	thai	ADJ
hassl-871	74	35	durian	durian	PROPN
hassl-871	74	36	exported	export	VERB
hassl-871	74	37	to	to	ADP
hassl-871	74	38	the	the	DET
hassl-871	74	39	chinese	chinese	ADJ
hassl-871	74	40	market	market	NOUN
hassl-871	74	41	(	(	PUNCT
hassl-871	74	42	unit	unit	NOUN
hassl-871	74	43	=	=	SYM
hassl-871	74	44	metric	metric	ADJ
hassl-871	74	45	ton	ton	NOUN
hassl-871	74	46	)	)	PUNCT
hassl-871	74	47	or	or	CCONJ
hassl-871	74	48	excn	excn	PROPN
hassl-871	74	49	variable	variable	NOUN
hassl-871	74	50	,	,	PUNCT
hassl-871	74	51	using	use	VERB
hassl-871	74	52	data	datum	NOUN
hassl-871	74	53	from	from	ADP
hassl-871	74	54	the	the	DET
hassl-871	74	55	ministry	ministry	PROPN
hassl-871	74	56	of	of	ADP
hassl-871	74	57	commerce	commerce	PROPN
hassl-871	74	58	;	;	PUNCT
hassl-871	74	59	and	and	CCONJ
hassl-871	74	60	the	the	DET
hassl-871	74	61	overall	overall	ADJ
hassl-871	74	62	quantity	quantity	NOUN
hassl-871	74	63	of	of	ADP
hassl-871	74	64	exported	export	VERB
hassl-871	74	65	thai	thai	ADJ
hassl-871	74	66	durians	durian	NOUN
hassl-871	74	67	(	(	PUNCT
hassl-871	74	68	unit	unit	NOUN
hassl-871	74	69	=	=	SYM
hassl-871	74	70	metric	metric	ADJ
hassl-871	74	71	ton	ton	NOUN
hassl-871	74	72	)	)	PUNCT
hassl-871	74	73	or	or	CCONJ
hassl-871	74	74	exw	exw	PROPN
hassl-871	74	75	variable	variable	NOUN
hassl-871	74	76	,	,	PUNCT
hassl-871	74	77	using	use	VERB
hassl-871	74	78	data	datum	NOUN
hassl-871	74	79	from	from	ADP
hassl-871	74	80	the	the	DET
hassl-871	74	81	ministry	ministry	PROPN
hassl-871	74	82	of	of	ADP
hassl-871	74	83	commerce	commerce	PROPN
hassl-871	74	84	.	.	PUNCT
hassl-871	75	1	3.2	3.2	NUM
hassl-871	75	2	.	.	PUNCT
hassl-871	75	3	econometrics	econometric	NOUN
hassl-871	75	4	in	in	ADP
hassl-871	75	5	the	the	DET
hassl-871	75	6	first	first	ADJ
hassl-871	75	7	step	step	NOUN
hassl-871	75	8	,	,	PUNCT
hassl-871	75	9	to	to	PART
hassl-871	75	10	analyze	analyze	VERB
hassl-871	75	11	the	the	DET
hassl-871	75	12	data	datum	NOUN
hassl-871	75	13	of	of	ADP
hassl-871	75	14	the	the	DET
hassl-871	75	15	time	time	NOUN
hassl-871	75	16	series	series	NOUN
hassl-871	75	17	,	,	PUNCT
hassl-871	75	18	the	the	DET
hassl-871	75	19	data	data	NOUN
hassl-871	75	20	stationarity	stationarity	NOUN
hassl-871	75	21	must	must	AUX
hassl-871	75	22	be	be	AUX
hassl-871	75	23	tested	test	VERB
hassl-871	75	24	in	in	ADP
hassl-871	75	25	order	order	NOUN
hassl-871	75	26	to	to	PART
hassl-871	75	27	prevent	prevent	VERB
hassl-871	75	28	spurious	spurious	ADJ
hassl-871	75	29	regression	regression	NOUN
hassl-871	75	30	since	since	SCONJ
hassl-871	75	31	it	it	PRON
hassl-871	75	32	would	would	AUX
hassl-871	75	33	cause	cause	VERB
hassl-871	75	34	an	an	DET
hassl-871	75	35	unreliable	unreliable	ADJ
hassl-871	75	36	result	result	NOUN
hassl-871	75	37	(	(	PUNCT
hassl-871	75	38	granger	granger	PROPN
hassl-871	75	39	&	&	CCONJ
hassl-871	75	40	newbold	newbold	PROPN
hassl-871	75	41	,	,	PUNCT
hassl-871	75	42	1974	1974	NUM
hassl-871	75	43	)	)	PUNCT
hassl-871	75	44	.	.	PUNCT
hassl-871	76	1	the	the	DET
hassl-871	76	2	study	study	NOUN
hassl-871	76	3	carried	carry	VERB
hassl-871	76	4	out	out	ADP
hassl-871	76	5	this	this	DET
hassl-871	76	6	test	test	NOUN
hassl-871	76	7	by	by	ADP
hassl-871	76	8	using	use	VERB
hassl-871	76	9	the	the	DET
hassl-871	76	10	augmented	augment	VERB
hassl-871	76	11	dickey	dickey	NOUN
hassl-871	76	12	–	–	PUNCT
hassl-871	76	13	fuller	full	ADJ
hassl-871	76	14	(	(	PUNCT
hassl-871	76	15	adf	adf	NOUN
hassl-871	76	16	)	)	PUNCT
hassl-871	76	17	unit	unit	NOUN
hassl-871	76	18	root	root	NOUN
hassl-871	76	19	from	from	ADP
hassl-871	76	20	dickey	dickey	PROPN
hassl-871	76	21	and	and	CCONJ
hassl-871	76	22	fuller	full	ADJ
hassl-871	76	23	(	(	PUNCT
hassl-871	76	24	1979	1979	NUM
hassl-871	76	25	)	)	PUNCT
hassl-871	76	26	;	;	PUNCT
hassl-871	76	27	dickey	dickey	NOUN
hassl-871	76	28	and	and	CCONJ
hassl-871	76	29	fuller	full	ADJ
hassl-871	76	30	(	(	PUNCT
hassl-871	76	31	1981	1981	NUM
hassl-871	76	32	)	)	PUNCT
hassl-871	76	33	.	.	PUNCT
hassl-871	77	1	if	if	SCONJ
hassl-871	77	2	the	the	DET
hassl-871	77	3	test	test	NOUN
hassl-871	77	4	found	find	VERB
hassl-871	77	5	the	the	DET
hassl-871	77	6	time	time	NOUN
hassl-871	77	7	series	series	NOUN
hassl-871	77	8	to	to	PART
hassl-871	77	9	be	be	AUX
hassl-871	77	10	non	non	ADJ
hassl-871	77	11	-	-	ADJ
hassl-871	77	12	stationary	stationary	ADJ
hassl-871	77	13	,	,	PUNCT
hassl-871	77	14	it	it	PRON
hassl-871	77	15	would	would	AUX
hassl-871	77	16	be	be	AUX
hassl-871	77	17	added	add	VERB
hassl-871	77	18	to	to	ADP
hassl-871	77	19	the	the	DET
hassl-871	77	20	order	order	NOUN
hassl-871	77	21	of	of	ADP
hassl-871	77	22	the	the	DET
hassl-871	77	23	first	first	ADJ
hassl-871	77	24	difference	difference	NOUN
hassl-871	77	25	;	;	PUNCT
hassl-871	77	26	after	after	ADP
hassl-871	77	27	that	that	PRON
hassl-871	77	28	,	,	PUNCT
hassl-871	77	29	the	the	DET
hassl-871	77	30	stationarity	stationarity	NOUN
hassl-871	77	31	test	test	NOUN
hassl-871	77	32	will	will	AUX
hassl-871	77	33	start	start	VERB
hassl-871	77	34	testing	test	VERB
hassl-871	77	35	again	again	ADV
hassl-871	77	36	until	until	SCONJ
hassl-871	77	37	the	the	DET
hassl-871	77	38	particular	particular	ADJ
hassl-871	77	39	time	time	NOUN
hassl-871	77	40	series	series	PROPN
hassl-871	77	41	actually	actually	ADV
hassl-871	77	42	displays	display	VERB
hassl-871	77	43	stationarity	stationarity	NOUN
hassl-871	77	44	.	.	PUNCT
hassl-871	78	1	moreover	moreover	ADV
hassl-871	78	2	,	,	PUNCT
hassl-871	78	3	when	when	SCONJ
hassl-871	78	4	the	the	DET
hassl-871	78	5	time	time	NOUN
hassl-871	78	6	series	series	PROPN
hassl-871	78	7	contains	contain	VERB
hassl-871	78	8	stationarity	stationarity	NOUN
hassl-871	78	9	at	at	ADP
hassl-871	78	10	the	the	DET
hassl-871	78	11	stage	stage	NOUN
hassl-871	78	12	level	level	NOUN
hassl-871	78	13	of	of	ADP
hassl-871	78	14	the	the	DET
hassl-871	78	15	data	datum	NOUN
hassl-871	78	16	,	,	PUNCT
hassl-871	78	17	it	it	PRON
hassl-871	78	18	presents	present	VERB
hassl-871	78	19	that	that	SCONJ
hassl-871	78	20	it	it	PRON
hassl-871	78	21	is	be	AUX
hassl-871	78	22	a	a	DET
hassl-871	78	23	process	process	NOUN
hassl-871	78	24	that	that	PRON
hassl-871	78	25	i(d	i(d	VERB
hassl-871	78	26	)	)	PUNCT
hassl-871	78	27	is	be	AUX
hassl-871	78	28	equivalent	equivalent	ADJ
hassl-871	78	29	to	to	ADP
hassl-871	78	30	i(0	i(0	PROPN
hassl-871	78	31	)	)	PUNCT
hassl-871	78	32	;	;	PUNCT
hassl-871	78	33	however	however	ADV
hassl-871	78	34	,	,	PUNCT
hassl-871	78	35	if	if	SCONJ
hassl-871	78	36	the	the	DET
hassl-871	78	37	difference	difference	NOUN
hassl-871	78	38	is	be	AUX
hassl-871	78	39	added	add	VERB
hassl-871	78	40	in	in	ADP
hassl-871	78	41	one	one	NUM
hassl-871	78	42	order	order	NOUN
hassl-871	78	43	and	and	CCONJ
hassl-871	78	44	the	the	DET
hassl-871	78	45	stationarity	stationarity	NOUN
hassl-871	78	46	of	of	ADP
hassl-871	78	47	the	the	DET
hassl-871	78	48	data	data	NOUN
hassl-871	78	49	is	be	AUX
hassl-871	78	50	found	find	VERB
hassl-871	78	51	,	,	PUNCT
hassl-871	78	52	it	it	PRON
hassl-871	78	53	could	could	AUX
hassl-871	78	54	be	be	AUX
hassl-871	78	55	said	say	VERB
hassl-871	78	56	that	that	SCONJ
hassl-871	78	57	it	it	PRON
hassl-871	78	58	is	be	AUX
hassl-871	78	59	a	a	DET
hassl-871	78	60	process	process	NOUN
hassl-871	78	61	in	in	ADP
hassl-871	78	62	which	which	PRON
hassl-871	78	63	i(d	i(d	VERB
hassl-871	78	64	)	)	PUNCT
hassl-871	78	65	is	be	AUX
hassl-871	78	66	equivalent	equivalent	ADJ
hassl-871	78	67	to	to	ADP
hassl-871	78	68	i(1	i(1	PROPN
hassl-871	78	69	)	)	PUNCT
hassl-871	78	70	.	.	PUNCT
hassl-871	79	1	the	the	DET
hassl-871	79	2	model	model	NOUN
hassl-871	79	3	of	of	ADP
hassl-871	79	4	the	the	DET
hassl-871	79	5	stationarity	stationarity	NOUN
hassl-871	79	6	test	test	NOUN
hassl-871	79	7	by	by	ADP
hassl-871	79	8	using	use	VERB
hassl-871	79	9	the	the	DET
hassl-871	79	10	adf	adf	PROPN
hassl-871	79	11	unit	unit	NOUN
hassl-871	79	12	root	root	NOUN
hassl-871	79	13	method	method	NOUN
hassl-871	79	14	can	can	AUX
hassl-871	79	15	be	be	AUX
hassl-871	79	16	shown	show	VERB
hassl-871	79	17	by	by	ADP
hassl-871	79	18	the	the	DET
hassl-871	79	19	following	following	NOUN
hassl-871	79	20	:	:	PUNCT
hassl-871	79	21	∑	∑	PUNCT
hassl-871	79	22	∑	∑	PUNCT
hassl-871	79	23	∑	∑	ADV
hassl-871	79	24	where	where	SCONJ
hassl-871	79	25	∆	∆	PRON
hassl-871	79	26	=	=	SYM
hassl-871	79	27	difference	difference	NOUN
hassl-871	79	28	in	in	ADP
hassl-871	79	29	data	datum	NOUN
hassl-871	79	30	.	.	PUNCT
hassl-871	80	1	y	y	PROPN
hassl-871	80	2	=	=	PUNCT
hassl-871	80	3	time	time	NOUN
hassl-871	80	4	series	series	NOUN
hassl-871	80	5	.	.	PUNCT
hassl-871	81	1	α	α	X
hassl-871	81	2	=	=	SYM
hassl-871	81	3	constant	constant	ADJ
hassl-871	81	4	.	.	PUNCT
hassl-871	82	1	β	β	X
hassl-871	82	2	=	=	PUNCT
hassl-871	82	3	coefficient	coefficient	NOUN
hassl-871	82	4	of	of	ADP
hassl-871	82	5	the	the	DET
hassl-871	82	6	variable	variable	NOUN
hassl-871	82	7	.	.	PUNCT
hassl-871	83	1	t	t	NOUN
hassl-871	83	2	=	=	PUNCT
hassl-871	83	3	time	time	NOUN
hassl-871	83	4	trend	trend	NOUN
hassl-871	83	5	.	.	PUNCT
hassl-871	84	1	t	t	NOUN
hassl-871	84	2	=	=	PUNCT
hassl-871	84	3	time	time	NOUN
hassl-871	84	4	period	period	NOUN
hassl-871	84	5	.	.	PUNCT
hassl-871	85	1	p	p	X
hassl-871	86	1	=	=	PUNCT
hassl-871	86	2	optimal	optimal	ADJ
hassl-871	86	3	lag	lag	NOUN
hassl-871	86	4	length	length	NOUN
hassl-871	86	5	of	of	ADP
hassl-871	86	6	time	time	NOUN
hassl-871	86	7	series	series	NOUN
hassl-871	86	8	by	by	ADP
hassl-871	86	9	considering	consider	VERB
hassl-871	86	10	them	they	PRON
hassl-871	86	11	from	from	ADP
hassl-871	86	12	the	the	DET
hassl-871	86	13	lowest	low	ADJ
hassl-871	86	14	level	level	NOUN
hassl-871	86	15	of	of	ADP
hassl-871	86	16	schwarz	schwarz	PROPN
hassl-871	86	17	criterion	criterion	NOUN
hassl-871	86	18	statistics	statistic	NOUN
hassl-871	86	19	.	.	PUNCT
hassl-871	87	1	ε	ε	PROPN
hassl-871	87	2	=	=	NOUN
hassl-871	87	3	error	error	NOUN
hassl-871	87	4	.	.	PUNCT
hassl-871	88	1	the	the	DET
hassl-871	88	2	adf	adf	PROPN
hassl-871	88	3	unit	unit	NOUN
hassl-871	88	4	root	root	NOUN
hassl-871	88	5	models	model	NOUN
hassl-871	88	6	are	be	AUX
hassl-871	88	7	based	base	VERB
hassl-871	88	8	on	on	ADP
hassl-871	88	9	the	the	DET
hassl-871	88	10	conditions	condition	NOUN
hassl-871	88	11	of	of	ADP
hassl-871	88	12	the	the	DET
hassl-871	88	13	model	model	NOUN
hassl-871	88	14	without	without	ADP
hassl-871	88	15	both	both	CCONJ
hassl-871	88	16	the	the	DET
hassl-871	88	17	constant	constant	ADJ
hassl-871	88	18	and	and	CCONJ
hassl-871	88	19	time	time	NOUN
hassl-871	88	20	trend	trend	NOUN
hassl-871	88	21	for	for	ADP
hassl-871	88	22	equation	equation	NOUN
hassl-871	88	23	1	1	NUM
hassl-871	88	24	,	,	PUNCT
hassl-871	88	25	the	the	DET
hassl-871	88	26	model	model	NOUN
hassl-871	88	27	with	with	ADP
hassl-871	88	28	only	only	ADV
hassl-871	88	29	the	the	DET
hassl-871	88	30	constant	constant	ADJ
hassl-871	88	31	for	for	ADP
hassl-871	88	32	equation	equation	NOUN
hassl-871	88	33	2	2	NUM
hassl-871	88	34	,	,	PUNCT
hassl-871	88	35	and	and	CCONJ
hassl-871	88	36	the	the	DET
hassl-871	88	37	model	model	NOUN
hassl-871	88	38	with	with	ADP
hassl-871	88	39	both	both	CCONJ
hassl-871	88	40	the	the	DET
hassl-871	88	41	constant	constant	ADJ
hassl-871	88	42	and	and	CCONJ
hassl-871	88	43	time	time	NOUN
hassl-871	88	44	trend	trend	NOUN
hassl-871	88	45	for	for	ADP
hassl-871	88	46	equation	equation	NOUN
hassl-871	88	47	3	3	NUM
hassl-871	88	48	.	.	PUNCT
hassl-871	89	1	according	accord	VERB
hassl-871	89	2	to	to	ADP
hassl-871	89	3	this	this	DET
hassl-871	89	4	forecast	forecast	NOUN
hassl-871	89	5	,	,	PUNCT
hassl-871	89	6	the	the	DET
hassl-871	89	7	autoregressive	autoregressive	ADJ
hassl-871	89	8	integrated	integrated	ADJ
hassl-871	89	9	moving	move	VERB
hassl-871	89	10	average	average	NOUN
hassl-871	89	11	,	,	PUNCT
hassl-871	89	12	or	or	CCONJ
hassl-871	89	13	arima(p	arima(p	PROPN
hassl-871	89	14	,	,	PUNCT
hassl-871	89	15	d	d	NOUN
hassl-871	89	16	,	,	PUNCT
hassl-871	89	17	q	q	NOUN
hassl-871	89	18	)	)	PUNCT
hassl-871	89	19	,	,	PUNCT
hassl-871	89	20	model	model	NOUN
hassl-871	89	21	from	from	ADP
hassl-871	89	22	box	box	PROPN
hassl-871	89	23	–	–	PUNCT
hassl-871	89	24	jenkins	jenkins	PROPN
hassl-871	89	25	(	(	PUNCT
hassl-871	89	26	box	box	PROPN
hassl-871	89	27	,	,	PUNCT
hassl-871	89	28	jenkins	jenkins	PROPN
hassl-871	89	29	,	,	PUNCT
hassl-871	89	30	&	&	CCONJ
hassl-871	89	31	reinsel	reinsel	PROPN
hassl-871	89	32	,	,	PUNCT
hassl-871	89	33	1994	1994	NUM
hassl-871	89	34	)	)	PUNCT
hassl-871	89	35	was	be	AUX
hassl-871	89	36	used	use	VERB
hassl-871	89	37	to	to	PART
hassl-871	89	38	forecast	forecast	VERB
hassl-871	89	39	the	the	DET
hassl-871	89	40	quantities	quantity	NOUN
hassl-871	89	41	of	of	ADP
hassl-871	89	42	production	production	NOUN
hassl-871	89	43	and	and	CCONJ
hassl-871	89	44	export	export	NOUN
hassl-871	89	45	of	of	ADP
hassl-871	89	46	thai	thai	PROPN
hassl-871	89	47	durians	durians	PROPN
hassl-871	89	48	.	.	PUNCT
hassl-871	90	1	humanities	humanity	NOUN
hassl-871	90	2	and	and	CCONJ
hassl-871	90	3	social	social	ADJ
hassl-871	90	4	sciences	science	NOUN
hassl-871	90	5	letters	letter	NOUN
hassl-871	90	6	,	,	PUNCT
hassl-871	90	7	2020	2020	NUM
hassl-871	90	8	,	,	PUNCT
hassl-871	90	9	8(4	8(4	NUM
hassl-871	90	10	):	):	PUNCT
hassl-871	90	11	430	430	NUM
hassl-871	90	12	-	-	SYM
hassl-871	90	13	437	437	NUM
hassl-871	90	14	434	434	NUM
hassl-871	90	15	©	©	PROPN
hassl-871	90	16	2020	2020	NUM
hassl-871	90	17	conscientia	conscientia	PROPN
hassl-871	90	18	beam	beam	PROPN
hassl-871	90	19	.	.	PUNCT
hassl-871	91	1	all	all	DET
hassl-871	91	2	rights	right	NOUN
hassl-871	91	3	reserved	reserve	VERB
hassl-871	91	4	.	.	PUNCT
hassl-871	92	1	to	to	PART
hassl-871	92	2	explain	explain	VERB
hassl-871	92	3	the	the	DET
hassl-871	92	4	steps	step	NOUN
hassl-871	92	5	of	of	ADP
hassl-871	92	6	the	the	DET
hassl-871	92	7	arima(p	arima(p	NOUN
hassl-871	92	8	,	,	PUNCT
hassl-871	92	9	d	d	NOUN
hassl-871	92	10	,	,	PUNCT
hassl-871	92	11	q	q	NOUN
hassl-871	92	12	)	)	PUNCT
hassl-871	92	13	forecasting	forecasting	NOUN
hassl-871	92	14	method	method	NOUN
hassl-871	92	15	,	,	PUNCT
hassl-871	92	16	it	it	PRON
hassl-871	92	17	includes	include	VERB
hassl-871	92	18	four	four	NUM
hassl-871	92	19	steps	step	NOUN
hassl-871	92	20	:	:	PUNCT
hassl-871	92	21	identify	identify	VERB
hassl-871	92	22	the	the	DET
hassl-871	92	23	model	model	NOUN
hassl-871	92	24	of	of	ADP
hassl-871	92	25	preliminary	preliminary	ADJ
hassl-871	92	26	arima(p	arima(p	PROPN
hassl-871	92	27	,	,	PUNCT
hassl-871	92	28	d	d	NOUN
hassl-871	92	29	,	,	PUNCT
hassl-871	92	30	q	q	NOUN
hassl-871	92	31	)	)	PUNCT
hassl-871	92	32	,	,	PUNCT
hassl-871	92	33	estimate	estimate	VERB
hassl-871	92	34	the	the	DET
hassl-871	92	35	parameter	parameter	NOUN
hassl-871	92	36	by	by	ADP
hassl-871	92	37	using	use	VERB
hassl-871	92	38	the	the	DET
hassl-871	92	39	maximum	maximum	ADJ
hassl-871	92	40	likelihood	likelihood	NOUN
hassl-871	92	41	(	(	PUNCT
hassl-871	92	42	ml	ml	NOUN
hassl-871	92	43	)	)	PUNCT
hassl-871	92	44	estimator	estimator	NOUN
hassl-871	92	45	,	,	PUNCT
hassl-871	92	46	verify	verify	VERB
hassl-871	92	47	the	the	DET
hassl-871	92	48	suitability	suitability	NOUN
hassl-871	92	49	of	of	ADP
hassl-871	92	50	the	the	DET
hassl-871	92	51	arima(p	arima(p	NOUN
hassl-871	92	52	,	,	PUNCT
hassl-871	92	53	d	d	NOUN
hassl-871	92	54	,	,	PUNCT
hassl-871	92	55	q	q	NOUN
hassl-871	92	56	)	)	PUNCT
hassl-871	92	57	model	model	NOUN
hassl-871	92	58	in	in	ADP
hassl-871	92	59	order	order	NOUN
hassl-871	92	60	to	to	PART
hassl-871	92	61	prevent	prevent	VERB
hassl-871	92	62	the	the	DET
hassl-871	92	63	problem	problem	NOUN
hassl-871	92	64	of	of	ADP
hassl-871	92	65	serial	serial	ADJ
hassl-871	92	66	correlation	correlation	NOUN
hassl-871	92	67	by	by	ADP
hassl-871	92	68	using	use	VERB
hassl-871	92	69	qlb	qlb	PROPN
hassl-871	92	70	statistics	statistic	NOUN
hassl-871	92	71	,	,	PUNCT
hassl-871	92	72	and	and	CCONJ
hassl-871	92	73	forecast	forecast	VERB
hassl-871	92	74	18	18	NUM
hassl-871	92	75	months	month	NOUN
hassl-871	92	76	forward	forward	ADV
hassl-871	92	77	respectively	respectively	ADV
hassl-871	92	78	(	(	PUNCT
hassl-871	92	79	gujarati	gujarati	PROPN
hassl-871	92	80	&	&	CCONJ
hassl-871	92	81	porter	porter	PROPN
hassl-871	92	82	,	,	PUNCT
hassl-871	92	83	2009	2009	NUM
hassl-871	92	84	)	)	PUNCT
hassl-871	92	85	.	.	PUNCT
hassl-871	93	1	if	if	SCONJ
hassl-871	93	2	there	there	PRON
hassl-871	93	3	is	be	VERB
hassl-871	93	4	more	more	ADJ
hassl-871	93	5	than	than	ADP
hassl-871	93	6	one	one	NUM
hassl-871	93	7	forecasting	forecasting	NOUN
hassl-871	93	8	model	model	NOUN
hassl-871	93	9	,	,	PUNCT
hassl-871	93	10	the	the	DET
hassl-871	93	11	most	most	ADV
hassl-871	93	12	suitable	suitable	ADJ
hassl-871	93	13	one	one	NUM
hassl-871	93	14	would	would	AUX
hassl-871	93	15	be	be	AUX
hassl-871	93	16	chosen	choose	VERB
hassl-871	93	17	,	,	PUNCT
hassl-871	93	18	considered	consider	VERB
hassl-871	93	19	by	by	ADP
hassl-871	93	20	arima(p	arima(p	PROPN
hassl-871	93	21	,	,	PUNCT
hassl-871	93	22	d	d	NOUN
hassl-871	93	23	,	,	PUNCT
hassl-871	93	24	q	q	NOUN
hassl-871	93	25	)	)	PUNCT
hassl-871	93	26	models	model	NOUN
hassl-871	93	27	,	,	PUNCT
hassl-871	93	28	which	which	PRON
hassl-871	93	29	provide	provide	VERB
hassl-871	93	30	the	the	DET
hassl-871	93	31	lowest	low	ADJ
hassl-871	93	32	level	level	NOUN
hassl-871	93	33	of	of	ADP
hassl-871	93	34	akaike	akaike	ADJ
hassl-871	93	35	criterion	criterion	NOUN
hassl-871	93	36	(	(	PUNCT
hassl-871	93	37	ac	ac	PROPN
hassl-871	93	38	)	)	PUNCT
hassl-871	93	39	and	and	CCONJ
hassl-871	93	40	schwarz	schwarz	PROPN
hassl-871	93	41	criterion	criterion	NOUN
hassl-871	93	42	(	(	PUNCT
hassl-871	93	43	sc	sc	PROPN
hassl-871	93	44	)	)	PUNCT
hassl-871	93	45	.	.	PUNCT
hassl-871	94	1	at	at	ADP
hassl-871	94	2	the	the	DET
hassl-871	94	3	same	same	ADJ
hassl-871	94	4	time	time	NOUN
hassl-871	94	5	,	,	PUNCT
hassl-871	94	6	to	to	PART
hassl-871	94	7	analyze	analyze	VERB
hassl-871	94	8	the	the	DET
hassl-871	94	9	efficiency	efficiency	NOUN
hassl-871	94	10	of	of	ADP
hassl-871	94	11	an	an	DET
hassl-871	94	12	established	establish	VERB
hassl-871	94	13	forecasting	forecasting	NOUN
hassl-871	94	14	model	model	NOUN
hassl-871	94	15	’s	’s	PART
hassl-871	94	16	precision	precision	NOUN
hassl-871	94	17	,	,	PUNCT
hassl-871	94	18	the	the	DET
hassl-871	94	19	correlation	correlation	NOUN
hassl-871	94	20	coefficient	coefficient	NOUN
hassl-871	94	21	(	(	PUNCT
hassl-871	94	22	r	r	NOUN
hassl-871	94	23	)	)	PUNCT
hassl-871	94	24	would	would	AUX
hassl-871	94	25	be	be	AUX
hassl-871	94	26	used	use	VERB
hassl-871	94	27	to	to	PART
hassl-871	94	28	compare	compare	VERB
hassl-871	94	29	actual	actual	ADJ
hassl-871	94	30	value	value	NOUN
hassl-871	94	31	and	and	CCONJ
hassl-871	94	32	forecast	forecast	NOUN
hassl-871	94	33	value	value	NOUN
hassl-871	94	34	.	.	PUNCT
hassl-871	95	1	to	to	PART
hassl-871	95	2	clarify	clarify	VERB
hassl-871	95	3	,	,	PUNCT
hassl-871	95	4	the	the	PRON
hassl-871	95	5	more	more	ADV
hassl-871	95	6	the	the	DET
hassl-871	95	7	correlation	correlation	NOUN
hassl-871	95	8	coefficient	coefficient	NOUN
hassl-871	95	9	is	be	AUX
hassl-871	95	10	contained	contain	VERB
hassl-871	95	11	,	,	PUNCT
hassl-871	95	12	the	the	DET
hassl-871	95	13	more	more	ADV
hassl-871	95	14	effective	effective	ADJ
hassl-871	95	15	the	the	DET
hassl-871	95	16	forecasting	forecasting	NOUN
hassl-871	95	17	model	model	NOUN
hassl-871	95	18	is	be	AUX
hassl-871	95	19	(	(	PUNCT
hassl-871	95	20	see	see	VERB
hassl-871	95	21	(	(	PUNCT
hassl-871	95	22	kulthatpong	kulthatpong	NOUN
hassl-871	95	23	,	,	PUNCT
hassl-871	95	24	jatuporn	jatuporn	ADJ
hassl-871	95	25	,	,	PUNCT
hassl-871	95	26	&	&	CCONJ
hassl-871	95	27	toyama	toyama	PROPN
hassl-871	95	28	,	,	PUNCT
hassl-871	95	29	2019	2019	NUM
hassl-871	95	30	;	;	PUNCT
hassl-871	95	31	lim	lim	PROPN
hassl-871	95	32	,	,	PUNCT
hassl-871	95	33	chang	chang	PROPN
hassl-871	95	34	,	,	PUNCT
hassl-871	95	35	&	&	CCONJ
hassl-871	95	36	mcaleer	mcaleer	NOUN
hassl-871	95	37	,	,	PUNCT
hassl-871	95	38	2009	2009	NUM
hassl-871	95	39	)	)	PUNCT
hassl-871	95	40	.	.	PUNCT
hassl-871	96	1	however	however	ADV
hassl-871	96	2	,	,	PUNCT
hassl-871	96	3	agricultural	agricultural	ADJ
hassl-871	96	4	products	product	NOUN
hassl-871	96	5	,	,	PUNCT
hassl-871	96	6	especially	especially	ADV
hassl-871	96	7	durians	durian	NOUN
hassl-871	96	8	,	,	PUNCT
hassl-871	96	9	are	be	AUX
hassl-871	96	10	influenced	influence	VERB
hassl-871	96	11	by	by	ADP
hassl-871	96	12	the	the	DET
hassl-871	96	13	change	change	NOUN
hassl-871	96	14	of	of	ADP
hassl-871	96	15	the	the	DET
hassl-871	96	16	seasons	season	NOUN
hassl-871	96	17	,	,	PUNCT
hassl-871	96	18	which	which	PRON
hassl-871	96	19	becomes	become	VERB
hassl-871	96	20	a	a	DET
hassl-871	96	21	factor	factor	NOUN
hassl-871	96	22	in	in	ADP
hassl-871	96	23	the	the	DET
hassl-871	96	24	composition	composition	NOUN
hassl-871	96	25	of	of	ADP
hassl-871	96	26	data	datum	NOUN
hassl-871	96	27	.	.	PUNCT
hassl-871	97	1	consequently	consequently	ADV
hassl-871	97	2	,	,	PUNCT
hassl-871	97	3	it	it	PRON
hassl-871	97	4	is	be	AUX
hassl-871	97	5	necessary	necessary	ADJ
hassl-871	97	6	to	to	PART
hassl-871	97	7	consider	consider	VERB
hassl-871	97	8	the	the	DET
hassl-871	97	9	effects	effect	NOUN
hassl-871	97	10	of	of	ADP
hassl-871	97	11	the	the	DET
hassl-871	97	12	season	season	NOUN
hassl-871	97	13	in	in	ADP
hassl-871	97	14	the	the	DET
hassl-871	97	15	arima(p	arima(p	NOUN
hassl-871	97	16	,	,	PUNCT
hassl-871	97	17	d	d	NOUN
hassl-871	97	18	,	,	PUNCT
hassl-871	97	19	q	q	NOUN
hassl-871	97	20	)	)	PUNCT
hassl-871	97	21	model	model	NOUN
hassl-871	97	22	,	,	PUNCT
hassl-871	97	23	or	or	CCONJ
hassl-871	97	24	seasonal	seasonal	ADJ
hassl-871	97	25	arima	arima	NOUN
hassl-871	97	26	by	by	ADP
hassl-871	97	27	using	use	VERB
hassl-871	97	28	the	the	DET
hassl-871	97	29	sarima(p	sarima(p	PROPN
hassl-871	97	30	,	,	PUNCT
hassl-871	97	31	d	d	NOUN
hassl-871	97	32	,	,	PUNCT
hassl-871	97	33	q)(p	q)(p	ADV
hassl-871	97	34	,	,	PUNCT
hassl-871	97	35	d	d	NOUN
hassl-871	97	36	,	,	PUNCT
hassl-871	97	37	q)s	q)s	NOUN
hassl-871	97	38	method	method	NOUN
hassl-871	97	39	,	,	PUNCT
hassl-871	97	40	shown	show	VERB
hassl-871	97	41	below	below	ADP
hassl-871	97	42	(	(	PUNCT
hassl-871	97	43	box	box	PROPN
hassl-871	97	44	et	et	PROPN
hassl-871	97	45	al	al	PROPN
hassl-871	97	46	.	.	PROPN
hassl-871	97	47	,	,	PUNCT
hassl-871	97	48	1994	1994	NUM
hassl-871	97	49	;	;	PUNCT
hassl-871	97	50	makridakis	makridakis	PROPN
hassl-871	97	51	,	,	PUNCT
hassl-871	97	52	wheelwright	wheelwright	NOUN
hassl-871	97	53	,	,	PUNCT
hassl-871	97	54	&	&	CCONJ
hassl-871	97	55	hyndman	hyndman	NOUN
hassl-871	97	56	,	,	PUNCT
hassl-871	97	57	1998	1998	NUM
hassl-871	97	58	)	)	PUNCT
hassl-871	97	59	,	,	PUNCT
hassl-871	97	60	where	where	SCONJ
hassl-871	97	61	,	,	PUNCT
hassl-871	97	62	ϕ	ϕ	NOUN
hassl-871	97	63	and	and	CCONJ
hassl-871	97	64	θ	θ	PROPN
hassl-871	97	65	=	=	SYM
hassl-871	97	66	non	non	ADJ
hassl-871	97	67	-	-	ADJ
hassl-871	97	68	seasonal	seasonal	ADJ
hassl-871	97	69	autoregressive	autoregressive	ADJ
hassl-871	97	70	(	(	PUNCT
hassl-871	97	71	ar	ar	NOUN
hassl-871	97	72	)	)	PUNCT
hassl-871	97	73	and	and	CCONJ
hassl-871	97	74	non	non	ADJ
hassl-871	97	75	-	-	ADJ
hassl-871	97	76	seasonal	seasonal	ADJ
hassl-871	97	77	moving	move	VERB
hassl-871	97	78	average	average	ADJ
hassl-871	97	79	(	(	PUNCT
hassl-871	97	80	ma	ma	PROPN
hassl-871	97	81	)	)	PUNCT
hassl-871	97	82	parameters	parameter	NOUN
hassl-871	97	83	,	,	PUNCT
hassl-871	97	84	respectively	respectively	ADV
hassl-871	97	85	.	.	PUNCT
hassl-871	98	1	φ	φ	PROPN
hassl-871	98	2	and	and	CCONJ
hassl-871	98	3	θ	θ	PROPN
hassl-871	98	4	=	=	SYM
hassl-871	98	5	seasonal	seasonal	PROPN
hassl-871	98	6	ar	ar	PROPN
hassl-871	98	7	(	(	PUNCT
hassl-871	98	8	sar	sar	PROPN
hassl-871	98	9	)	)	PUNCT
hassl-871	98	10	and	and	CCONJ
hassl-871	98	11	seasonal	seasonal	ADJ
hassl-871	98	12	ma	ma	PROPN
hassl-871	98	13	(	(	PUNCT
hassl-871	98	14	sma	sma	PROPN
hassl-871	98	15	)	)	PUNCT
hassl-871	98	16	parameters	parameter	NOUN
hassl-871	98	17	,	,	PUNCT
hassl-871	98	18	respectively	respectively	ADV
hassl-871	98	19	.	.	PUNCT
hassl-871	99	1	p	p	NOUN
hassl-871	99	2	and	and	CCONJ
hassl-871	99	3	q	q	NOUN
hassl-871	99	4	=	=	PUNCT
hassl-871	99	5	non	non	ADJ
hassl-871	99	6	-	-	ADJ
hassl-871	99	7	seasonal	seasonal	ADJ
hassl-871	99	8	ar	ar	NOUN
hassl-871	99	9	and	and	CCONJ
hassl-871	99	10	non	non	ADJ
hassl-871	99	11	-	-	ADJ
hassl-871	99	12	seasonal	seasonal	ADJ
hassl-871	99	13	ma	ma	PROPN
hassl-871	99	14	lags	lag	NOUN
hassl-871	99	15	,	,	PUNCT
hassl-871	99	16	respectively	respectively	ADV
hassl-871	99	17	.	.	PUNCT
hassl-871	100	1	p	p	NOUN
hassl-871	100	2	and	and	CCONJ
hassl-871	100	3	q	q	NOUN
hassl-871	100	4	=	=	SYM
hassl-871	100	5	seasonal	seasonal	ADJ
hassl-871	100	6	ar	ar	PROPN
hassl-871	100	7	and	and	CCONJ
hassl-871	100	8	seasonal	seasonal	ADJ
hassl-871	100	9	ma	ma	PROPN
hassl-871	100	10	lags	lag	NOUN
hassl-871	100	11	,	,	PUNCT
hassl-871	100	12	respectively	respectively	ADV
hassl-871	100	13	.	.	PUNCT
hassl-871	100	14	s	s	PART
hassl-871	101	1	=	=	NOUN
hassl-871	101	2	number	number	NOUN
hassl-871	101	3	for	for	ADP
hassl-871	101	4	season	season	NOUN
hassl-871	101	5	frequency	frequency	NOUN
hassl-871	101	6	,	,	PUNCT
hassl-871	101	7	which	which	PRON
hassl-871	101	8	is	be	AUX
hassl-871	101	9	equivalent	equivalent	ADJ
hassl-871	101	10	to	to	ADP
hassl-871	101	11	12	12	NUM
hassl-871	101	12	.	.	PUNCT
hassl-871	102	1	b	b	X
hassl-871	102	2	=	=	PUNCT
hassl-871	102	3	backward	backward	ADJ
hassl-871	102	4	shift	shift	NOUN
hassl-871	102	5	operator	operator	NOUN
hassl-871	102	6	.	.	PUNCT
hassl-871	103	1	4	4	X
hassl-871	103	2	.	.	X
hassl-871	103	3	empirical	empirical	ADJ
hassl-871	103	4	results	result	NOUN
hassl-871	103	5	to	to	PART
hassl-871	103	6	forecast	forecast	VERB
hassl-871	103	7	the	the	DET
hassl-871	103	8	time	time	NOUN
hassl-871	103	9	series	series	PROPN
hassl-871	103	10	data	datum	NOUN
hassl-871	103	11	using	use	VERB
hassl-871	103	12	the	the	DET
hassl-871	103	13	box	box	NOUN
hassl-871	103	14	–	–	PUNCT
hassl-871	103	15	jenkins	jenkin	NOUN
hassl-871	103	16	method	method	NOUN
hassl-871	103	17	,	,	PUNCT
hassl-871	103	18	the	the	DET
hassl-871	103	19	first	first	ADJ
hassl-871	103	20	step	step	NOUN
hassl-871	103	21	is	be	AUX
hassl-871	103	22	to	to	PART
hassl-871	103	23	identify	identify	VERB
hassl-871	103	24	the	the	DET
hassl-871	103	25	preliminary	preliminary	ADJ
hassl-871	103	26	model	model	NOUN
hassl-871	103	27	of	of	ADP
hassl-871	103	28	sarima(p	sarima(p	PROPN
hassl-871	103	29	,	,	PUNCT
hassl-871	103	30	d	d	NOUN
hassl-871	103	31	,	,	PUNCT
hassl-871	103	32	q)(p	q)(p	ADV
hassl-871	103	33	,	,	PUNCT
hassl-871	103	34	d	d	NOUN
hassl-871	103	35	,	,	PUNCT
hassl-871	103	36	q)s	q)s	NOUN
hassl-871	103	37	,	,	PUNCT
hassl-871	103	38	taking	take	VERB
hassl-871	103	39	it	it	PRON
hassl-871	103	40	from	from	ADP
hassl-871	103	41	the	the	DET
hassl-871	103	42	stationarity	stationarity	NOUN
hassl-871	103	43	of	of	ADP
hassl-871	103	44	time	time	NOUN
hassl-871	103	45	series	series	PROPN
hassl-871	103	46	using	use	VERB
hassl-871	103	47	the	the	DET
hassl-871	103	48	adf	adf	PROPN
hassl-871	103	49	unit	unit	NOUN
hassl-871	103	50	root	root	NOUN
hassl-871	103	51	as	as	ADV
hassl-871	103	52	well	well	ADV
hassl-871	103	53	as	as	ADP
hassl-871	103	54	the	the	DET
hassl-871	103	55	ar(p	ar(p	NUM
hassl-871	103	56	)	)	PUNCT
hassl-871	103	57	,	,	PUNCT
hassl-871	103	58	ma(q	ma(q	NOUN
hassl-871	103	59	)	)	PUNCT
hassl-871	103	60	,	,	PUNCT
hassl-871	103	61	sar(p	sar(p	PROPN
hassl-871	103	62	)	)	PUNCT
hassl-871	103	63	,	,	PUNCT
hassl-871	103	64	and	and	CCONJ
hassl-871	103	65	sma(q	sma(q	NOUN
hassl-871	103	66	)	)	PUNCT
hassl-871	103	67	orders	order	NOUN
hassl-871	103	68	using	use	VERB
hassl-871	103	69	the	the	DET
hassl-871	103	70	correlogram	correlogram	NOUN
hassl-871	103	71	.	.	PUNCT
hassl-871	104	1	finally	finally	ADV
hassl-871	104	2	,	,	PUNCT
hassl-871	104	3	the	the	DET
hassl-871	104	4	result	result	NOUN
hassl-871	104	5	of	of	ADP
hassl-871	104	6	the	the	DET
hassl-871	104	7	time	time	NOUN
hassl-871	104	8	series	series	PROPN
hassl-871	104	9	’	'	PUNCT
hassl-871	104	10	stationarity	stationarity	NOUN
hassl-871	104	11	test	test	NOUN
hassl-871	104	12	from	from	ADP
hassl-871	104	13	the	the	DET
hassl-871	104	14	method	method	NOUN
hassl-871	104	15	of	of	ADP
hassl-871	104	16	the	the	DET
hassl-871	104	17	adf	adf	PROPN
hassl-871	104	18	unit	unit	NOUN
hassl-871	104	19	root	root	NOUN
hassl-871	104	20	in	in	ADP
hassl-871	104	21	table	table	NOUN
hassl-871	104	22	1	1	NUM
hassl-871	104	23	is	be	AUX
hassl-871	104	24	under	under	ADP
hassl-871	104	25	the	the	DET
hassl-871	104	26	following	follow	VERB
hassl-871	104	27	analytical	analytical	ADJ
hassl-871	104	28	conditions	condition	NOUN
hassl-871	104	29	:	:	PUNCT
hassl-871	104	30	the	the	DET
hassl-871	104	31	model	model	NOUN
hassl-871	104	32	without	without	ADP
hassl-871	104	33	both	both	CCONJ
hassl-871	104	34	the	the	DET
hassl-871	104	35	constant	constant	ADJ
hassl-871	104	36	and	and	CCONJ
hassl-871	104	37	time	time	NOUN
hassl-871	104	38	trend	trend	NOUN
hassl-871	104	39	,	,	PUNCT
hassl-871	104	40	the	the	DET
hassl-871	104	41	model	model	NOUN
hassl-871	104	42	with	with	ADP
hassl-871	104	43	only	only	ADV
hassl-871	104	44	the	the	DET
hassl-871	104	45	constant	constant	ADJ
hassl-871	104	46	,	,	PUNCT
hassl-871	104	47	and	and	CCONJ
hassl-871	104	48	the	the	DET
hassl-871	104	49	model	model	NOUN
hassl-871	104	50	with	with	ADP
hassl-871	104	51	both	both	CCONJ
hassl-871	104	52	the	the	DET
hassl-871	104	53	constant	constant	ADJ
hassl-871	104	54	and	and	CCONJ
hassl-871	104	55	time	time	NOUN
hassl-871	104	56	trend	trend	NOUN
hassl-871	104	57	.	.	PUNCT
hassl-871	105	1	according	accord	VERB
hassl-871	105	2	to	to	ADP
hassl-871	105	3	the	the	DET
hassl-871	105	4	result	result	NOUN
hassl-871	105	5	in	in	ADP
hassl-871	105	6	table	table	NOUN
hassl-871	105	7	1	1	NUM
hassl-871	105	8	,	,	PUNCT
hassl-871	105	9	it	it	PRON
hassl-871	105	10	was	be	AUX
hassl-871	105	11	found	find	VERB
hassl-871	105	12	that	that	SCONJ
hassl-871	105	13	at	at	ADP
hassl-871	105	14	a	a	DET
hassl-871	105	15	level	level	NOUN
hassl-871	105	16	stage	stage	NOUN
hassl-871	105	17	of	of	ADP
hassl-871	105	18	the	the	DET
hassl-871	105	19	time	time	NOUN
hassl-871	105	20	series	series	NOUN
hassl-871	105	21	of	of	ADP
hassl-871	105	22	pth	pth	NOUN
hassl-871	105	23	,	,	PUNCT
hassl-871	105	24	excn	excn	NOUN
hassl-871	105	25	,	,	PUNCT
hassl-871	105	26	and	and	CCONJ
hassl-871	105	27	exw	exw	PROPN
hassl-871	105	28	,	,	PUNCT
hassl-871	105	29	these	these	PRON
hassl-871	105	30	are	be	AUX
hassl-871	105	31	statistics	statistic	NOUN
hassl-871	105	32	that	that	PRON
hassl-871	105	33	can	can	AUX
hassl-871	105	34	not	not	PART
hassl-871	105	35	reject	reject	VERB
hassl-871	105	36	the	the	DET
hassl-871	105	37	null	null	ADJ
hassl-871	105	38	hypothesis	hypothesis	NOUN
hassl-871	105	39	(	(	PUNCT
hassl-871	105	40	h0	h0	NOUN
hassl-871	105	41	:	:	PUNCT
hassl-871	105	42	non	non	ADJ
hassl-871	105	43	-	-	NOUN
hassl-871	105	44	stationarity	stationarity	NOUN
hassl-871	105	45	)	)	PUNCT
hassl-871	105	46	in	in	ADP
hassl-871	105	47	every	every	DET
hassl-871	105	48	variable	variable	NOUN
hassl-871	105	49	;	;	PUNCT
hassl-871	105	50	therefore	therefore	ADV
hassl-871	105	51	,	,	PUNCT
hassl-871	105	52	the	the	DET
hassl-871	105	53	time	time	NOUN
hassl-871	105	54	series	series	NOUN
hassl-871	105	55	at	at	ADP
hassl-871	105	56	the	the	DET
hassl-871	105	57	level	level	NOUN
hassl-871	105	58	stage	stage	NOUN
hassl-871	105	59	is	be	AUX
hassl-871	105	60	non	non	ADJ
hassl-871	105	61	-	-	ADJ
hassl-871	105	62	stationary	stationary	ADJ
hassl-871	105	63	property	property	NOUN
hassl-871	105	64	.	.	PUNCT
hassl-871	106	1	thus	thus	ADV
hassl-871	106	2	,	,	PUNCT
hassl-871	106	3	the	the	DET
hassl-871	106	4	first	first	ADJ
hassl-871	106	5	order	order	NOUN
hassl-871	106	6	of	of	ADP
hassl-871	106	7	difference	difference	NOUN
hassl-871	106	8	must	must	AUX
hassl-871	106	9	be	be	AUX
hassl-871	106	10	added	add	VERB
hassl-871	106	11	in	in	ADP
hassl-871	106	12	order	order	NOUN
hassl-871	106	13	to	to	PART
hassl-871	106	14	start	start	VERB
hassl-871	106	15	testing	test	VERB
hassl-871	106	16	again	again	ADV
hassl-871	106	17	with	with	ADP
hassl-871	106	18	the	the	DET
hassl-871	106	19	adf	adf	PROPN
hassl-871	106	20	unit	unit	NOUN
hassl-871	106	21	root	root	NOUN
hassl-871	106	22	method	method	NOUN
hassl-871	106	23	.	.	PUNCT
hassl-871	107	1	as	as	ADP
hassl-871	107	2	a	a	DET
hassl-871	107	3	result	result	NOUN
hassl-871	107	4	,	,	PUNCT
hassl-871	107	5	it	it	PRON
hassl-871	107	6	was	be	AUX
hassl-871	107	7	found	find	VERB
hassl-871	107	8	that	that	SCONJ
hassl-871	107	9	the	the	DET
hassl-871	107	10	time	time	NOUN
hassl-871	107	11	series	series	NOUN
hassl-871	107	12	of	of	ADP
hassl-871	107	13	pth	pth	NOUN
hassl-871	107	14	,	,	PUNCT
hassl-871	107	15	excn	excn	NOUN
hassl-871	107	16	,	,	PUNCT
hassl-871	107	17	and	and	CCONJ
hassl-871	107	18	exw	exw	PROPN
hassl-871	107	19	contain	contain	VERB
hassl-871	107	20	the	the	DET
hassl-871	107	21	statistics	statistic	NOUN
hassl-871	107	22	which	which	PRON
hassl-871	107	23	can	can	AUX
hassl-871	107	24	reject	reject	VERB
hassl-871	107	25	the	the	DET
hassl-871	107	26	null	null	ADJ
hassl-871	107	27	hypothesis	hypothesis	NOUN
hassl-871	107	28	;	;	PUNCT
hassl-871	107	29	in	in	ADP
hassl-871	107	30	other	other	ADJ
hassl-871	107	31	words	word	NOUN
hassl-871	107	32	,	,	PUNCT
hassl-871	107	33	pth	pth	NOUN
hassl-871	107	34	,	,	PUNCT
hassl-871	107	35	excn	excn	NOUN
hassl-871	107	36	,	,	PUNCT
hassl-871	107	37	and	and	CCONJ
hassl-871	107	38	exw	exw	PROPN
hassl-871	107	39	time	time	PROPN
hassl-871	107	40	series	series	PROPN
hassl-871	107	41	are	be	AUX
hassl-871	107	42	stationary	stationary	ADJ
hassl-871	107	43	at	at	ADP
hassl-871	107	44	the	the	DET
hassl-871	107	45	first	first	ADJ
hassl-871	107	46	order	order	NOUN
hassl-871	107	47	of	of	ADP
hassl-871	107	48	difference	difference	NOUN
hassl-871	107	49	.	.	PUNCT
hassl-871	108	1	next	next	ADV
hassl-871	108	2	,	,	PUNCT
hassl-871	108	3	the	the	DET
hassl-871	108	4	stationarity	stationarity	NOUN
hassl-871	108	5	of	of	ADP
hassl-871	108	6	the	the	DET
hassl-871	108	7	season	season	NOUN
hassl-871	108	8	(	(	PUNCT
hassl-871	108	9	seasonal	seasonal	ADJ
hassl-871	108	10	unit	unit	NOUN
hassl-871	108	11	root	root	NOUN
hassl-871	108	12	)	)	PUNCT
hassl-871	108	13	was	be	AUX
hassl-871	108	14	tested	test	VERB
hassl-871	108	15	and	and	CCONJ
hassl-871	108	16	it	it	PRON
hassl-871	108	17	was	be	AUX
hassl-871	108	18	discovered	discover	VERB
hassl-871	108	19	that	that	SCONJ
hassl-871	108	20	pth	pth	NOUN
hassl-871	108	21	,	,	PUNCT
hassl-871	108	22	excn	excn	NOUN
hassl-871	108	23	,	,	PUNCT
hassl-871	108	24	and	and	CCONJ
hassl-871	108	25	exw	exw	PROPN
hassl-871	108	26	time	time	PROPN
hassl-871	108	27	series	series	PROPN
hassl-871	108	28	contain	contain	VERB
hassl-871	108	29	seasonal	seasonal	ADJ
hassl-871	108	30	stationarity	stationarity	NOUN
hassl-871	108	31	at	at	ADP
hassl-871	108	32	the	the	DET
hassl-871	108	33	first	first	ADJ
hassl-871	108	34	order	order	NOUN
hassl-871	108	35	of	of	ADP
hassl-871	108	36	difference	difference	NOUN
hassl-871	108	37	as	as	ADV
hassl-871	108	38	well	well	ADV
hassl-871	108	39	,	,	PUNCT
hassl-871	108	40	thereby	thereby	ADV
hassl-871	108	41	defining	define	VERB
hassl-871	108	42	the	the	DET
hassl-871	108	43	preliminary	preliminary	ADJ
hassl-871	108	44	model	model	NOUN
hassl-871	108	45	,	,	PUNCT
hassl-871	108	46	sarima(p,1,q)(p,1,q)12	sarima(p,1,q)(p,1,q)12	PROPN
hassl-871	108	47	.	.	PUNCT
hassl-871	109	1	to	to	PART
hassl-871	109	2	indicate	indicate	VERB
hassl-871	109	3	the	the	DET
hassl-871	109	4	ar(p	ar(p	NOUN
hassl-871	109	5	)	)	PUNCT
hassl-871	109	6	,	,	PUNCT
hassl-871	109	7	ma(q	ma(q	NOUN
hassl-871	109	8	)	)	PUNCT
hassl-871	109	9	,	,	PUNCT
hassl-871	109	10	sar(p	sar(p	PROPN
hassl-871	109	11	)	)	PUNCT
hassl-871	109	12	,	,	PUNCT
hassl-871	109	13	and	and	CCONJ
hassl-871	109	14	sma(q	sma(q	NOUN
hassl-871	109	15	)	)	PUNCT
hassl-871	109	16	orders	order	NOUN
hassl-871	109	17	,	,	PUNCT
hassl-871	109	18	the	the	DET
hassl-871	109	19	correlogram	correlogram	NOUN
hassl-871	109	20	was	be	AUX
hassl-871	109	21	used	use	VERB
hassl-871	109	22	.	.	PUNCT
hassl-871	110	1	the	the	DET
hassl-871	110	2	order	order	NOUN
hassl-871	110	3	of	of	ADP
hassl-871	110	4	ar(p	ar(p	NOUN
hassl-871	110	5	)	)	PUNCT
hassl-871	110	6	and	and	CCONJ
hassl-871	110	7	sar(p	sar(p	PROPN
hassl-871	110	8	)	)	PUNCT
hassl-871	110	9	can	can	AUX
hassl-871	110	10	be	be	AUX
hassl-871	110	11	seen	see	VERB
hassl-871	110	12	from	from	ADP
hassl-871	110	13	the	the	DET
hassl-871	110	14	partial	partial	ADJ
hassl-871	110	15	autocorrelation	autocorrelation	NOUN
hassl-871	110	16	function	function	NOUN
hassl-871	110	17	(	(	PUNCT
hassl-871	110	18	pacf	pacf	PROPN
hassl-871	110	19	)	)	PUNCT
hassl-871	110	20	;	;	PUNCT
hassl-871	110	21	additionally	additionally	ADV
hassl-871	110	22	,	,	PUNCT
hassl-871	110	23	the	the	DET
hassl-871	110	24	order	order	NOUN
hassl-871	110	25	of	of	ADP
hassl-871	110	26	ma(q	ma(q	NOUN
hassl-871	110	27	)	)	PUNCT
hassl-871	110	28	and	and	CCONJ
hassl-871	110	29	sma(q	sma(q	NOUN
hassl-871	110	30	)	)	PUNCT
hassl-871	110	31	can	can	AUX
hassl-871	110	32	be	be	AUX
hassl-871	110	33	seen	see	VERB
hassl-871	110	34	from	from	ADP
hassl-871	110	35	the	the	DET
hassl-871	110	36	autocorrelation	autocorrelation	NOUN
hassl-871	110	37	function	function	NOUN
hassl-871	110	38	(	(	PUNCT
hassl-871	110	39	acf	acf	PROPN
hassl-871	110	40	)	)	PUNCT
hassl-871	110	41	.	.	PUNCT
hassl-871	111	1	after	after	ADP
hassl-871	111	2	that	that	PRON
hassl-871	111	3	,	,	PUNCT
hassl-871	111	4	in	in	ADP
hassl-871	111	5	order	order	NOUN
hassl-871	111	6	to	to	PART
hassl-871	111	7	estimate	estimate	VERB
hassl-871	111	8	the	the	DET
hassl-871	111	9	parameters	parameter	NOUN
hassl-871	111	10	,	,	PUNCT
hassl-871	111	11	the	the	DET
hassl-871	111	12	ml	ml	PROPN
hassl-871	111	13	estimator	estimator	NOUN
hassl-871	111	14	method	method	NOUN
hassl-871	111	15	was	be	AUX
hassl-871	111	16	used	use	VERB
hassl-871	111	17	as	as	ADV
hassl-871	111	18	well	well	ADV
hassl-871	111	19	as	as	ADP
hassl-871	111	20	the	the	DET
hassl-871	111	21	coefficient	coefficient	NOUN
hassl-871	111	22	used	use	VERB
hassl-871	111	23	in	in	ADP
hassl-871	111	24	the	the	DET
hassl-871	111	25	forecasting	forecasting	NOUN
hassl-871	111	26	models	model	NOUN
hassl-871	111	27	.	.	PUNCT
hassl-871	112	1	every	every	DET
hassl-871	112	2	variable	variable	NOUN
hassl-871	112	3	must	must	AUX
hassl-871	112	4	provide	provide	VERB
hassl-871	112	5	a	a	DET
hassl-871	112	6	0.05	0.05	NUM
hassl-871	112	7	level	level	NOUN
hassl-871	112	8	of	of	ADP
hassl-871	112	9	statistical	statistical	ADJ
hassl-871	112	10	significance	significance	NOUN
hassl-871	112	11	and	and	CCONJ
hassl-871	112	12	must	must	AUX
hassl-871	112	13	contain	contain	VERB
hassl-871	112	14	the	the	DET
hassl-871	112	15	lowest	low	ADJ
hassl-871	112	16	value	value	NOUN
hassl-871	112	17	of	of	ADP
hassl-871	112	18	ac	ac	PROPN
hassl-871	112	19	and	and	CCONJ
hassl-871	112	20	sc	sc	PROPN
hassl-871	112	21	to	to	PART
hassl-871	112	22	state	state	VERB
hassl-871	112	23	the	the	DET
hassl-871	112	24	result	result	NOUN
hassl-871	112	25	of	of	ADP
hassl-871	112	26	the	the	DET
hassl-871	112	27	sarima(p	sarima(p	PROPN
hassl-871	112	28	,	,	PUNCT
hassl-871	112	29	d	d	NOUN
hassl-871	112	30	,	,	PUNCT
hassl-871	112	31	q)(p	q)(p	ADV
hassl-871	112	32	,	,	PUNCT
hassl-871	112	33	d	d	NOUN
hassl-871	112	34	,	,	PUNCT
hassl-871	112	35	q)s	q)s	NOUN
hassl-871	112	36	models	model	NOUN
hassl-871	112	37	,	,	PUNCT
hassl-871	112	38	which	which	PRON
hassl-871	112	39	were	be	AUX
hassl-871	112	40	the	the	DET
hassl-871	112	41	most	most	ADV
hassl-871	112	42	suitable	suitable	ADJ
hassl-871	112	43	for	for	ADP
hassl-871	112	44	pth	pth	NOUN
hassl-871	112	45	,	,	PUNCT
hassl-871	112	46	excn	excn	NOUN
hassl-871	112	47	,	,	PUNCT
hassl-871	112	48	and	and	CCONJ
hassl-871	112	49	exw	exw	PROPN
hassl-871	112	50	time	time	PROPN
hassl-871	112	51	series	series	PROPN
hassl-871	112	52	forecasting	forecasting	PROPN
hassl-871	112	53	(	(	PUNCT
hassl-871	112	54	sarima(2,1,1)(0,1,1)12	sarima(2,1,1)(0,1,1)12	PROPN
hassl-871	112	55	,	,	PUNCT
hassl-871	112	56	sarima(2,1,1)(0,1,0)12	sarima(2,1,1)(0,1,0)12	PROPN
hassl-871	112	57	,	,	PUNCT
hassl-871	112	58	and	and	CCONJ
hassl-871	112	59	sarima(4,1,1)(0,1,0)12	sarima(4,1,1)(0,1,0)12	PROPN
hassl-871	112	60	respectively	respectively	ADV
hassl-871	112	61	)	)	PUNCT
hassl-871	112	62	.	.	PUNCT
hassl-871	113	1	according	accord	VERB
hassl-871	113	2	to	to	ADP
hassl-871	113	3	the	the	DET
hassl-871	113	4	humanities	humanity	NOUN
hassl-871	113	5	and	and	CCONJ
hassl-871	113	6	social	social	ADJ
hassl-871	113	7	sciences	science	NOUN
hassl-871	113	8	letters	letter	NOUN
hassl-871	113	9	,	,	PUNCT
hassl-871	113	10	2020	2020	NUM
hassl-871	113	11	,	,	PUNCT
hassl-871	113	12	8(4	8(4	NUM
hassl-871	113	13	):	):	PUNCT
hassl-871	113	14	430	430	NUM
hassl-871	113	15	-	-	SYM
hassl-871	113	16	437	437	NUM
hassl-871	113	17	435	435	NUM
hassl-871	113	18	©	©	PROPN
hassl-871	113	19	2020	2020	NUM
hassl-871	113	20	conscientia	conscientia	PROPN
hassl-871	113	21	beam	beam	PROPN
hassl-871	113	22	.	.	PUNCT
hassl-871	114	1	all	all	DET
hassl-871	114	2	rights	right	NOUN
hassl-871	114	3	reserved	reserve	VERB
hassl-871	114	4	.	.	PUNCT
hassl-871	115	1	aforementioned	aforementione	VERB
hassl-871	115	2	models	model	NOUN
hassl-871	115	3	,	,	PUNCT
hassl-871	115	4	there	there	PRON
hassl-871	115	5	was	be	VERB
hassl-871	115	6	no	no	DET
hassl-871	115	7	serial	serial	ADJ
hassl-871	115	8	correlation	correlation	NOUN
hassl-871	115	9	problem	problem	NOUN
hassl-871	115	10	occurring	occur	VERB
hassl-871	115	11	regarding	regard	VERB
hassl-871	115	12	the	the	DET
hassl-871	115	13	ljung	ljung	ADJ
hassl-871	115	14	–	–	PUNCT
hassl-871	115	15	box	box	NOUN
hassl-871	115	16	q	q	PROPN
hassl-871	115	17	statistics	statistic	NOUN
hassl-871	115	18	in	in	ADP
hassl-871	115	19	the	the	DET
hassl-871	115	20	pth	pth	NOUN
hassl-871	115	21	,	,	PUNCT
hassl-871	115	22	excn	excn	NOUN
hassl-871	115	23	,	,	PUNCT
hassl-871	115	24	and	and	CCONJ
hassl-871	115	25	exw	exw	PROPN
hassl-871	115	26	models	model	NOUN
hassl-871	115	27	.	.	PUNCT
hassl-871	116	1	meanwhile	meanwhile	ADV
hassl-871	116	2	,	,	PUNCT
hassl-871	116	3	the	the	DET
hassl-871	116	4	analysis	analysis	NOUN
hassl-871	116	5	of	of	ADP
hassl-871	116	6	the	the	DET
hassl-871	116	7	forecasting	forecasting	NOUN
hassl-871	116	8	model	model	NOUN
hassl-871	116	9	performance	performance	NOUN
hassl-871	116	10	in	in	ADP
hassl-871	116	11	table	table	NOUN
hassl-871	116	12	2	2	NUM
hassl-871	116	13	was	be	AUX
hassl-871	116	14	considered	consider	VERB
hassl-871	116	15	from	from	ADP
hassl-871	116	16	the	the	DET
hassl-871	116	17	correlation	correlation	NOUN
hassl-871	116	18	coefficient	coefficient	NOUN
hassl-871	116	19	,	,	PUNCT
hassl-871	116	20	which	which	PRON
hassl-871	116	21	was	be	AUX
hassl-871	116	22	88.654	88.654	NUM
hassl-871	116	23	%	%	NOUN
hassl-871	116	24	for	for	ADP
hassl-871	116	25	pth	pth	NOUN
hassl-871	116	26	,	,	PUNCT
hassl-871	116	27	80.090	80.090	NUM
hassl-871	116	28	%	%	NOUN
hassl-871	116	29	,	,	PUNCT
hassl-871	116	30	for	for	ADP
hassl-871	116	31	excn	excn	NOUN
hassl-871	116	32	,	,	PUNCT
hassl-871	116	33	and	and	CCONJ
hassl-871	116	34	78.095	78.095	NUM
hassl-871	116	35	%	%	NOUN
hassl-871	116	36	for	for	ADP
hassl-871	116	37	exw	exw	PROPN
hassl-871	116	38	.	.	PUNCT
hassl-871	116	39	table	table	NOUN
hassl-871	116	40	1	1	NUM
hassl-871	116	41	.	.	PUNCT
hassl-871	117	1	the	the	DET
hassl-871	117	2	results	result	NOUN
hassl-871	117	3	of	of	ADP
hassl-871	117	4	the	the	DET
hassl-871	117	5	stationarity	stationarity	NOUN
hassl-871	117	6	test	test	NOUN
hassl-871	117	7	using	use	VERB
hassl-871	117	8	the	the	DET
hassl-871	117	9	adf	adf	PROPN
hassl-871	117	10	unit	unit	NOUN
hassl-871	117	11	root	root	NOUN
hassl-871	117	12	.	.	PUNCT
hassl-871	118	1	variable	variable	ADJ
hassl-871	118	2	i(d	i(d	NOUN
hassl-871	118	3	)	)	PUNCT
hassl-871	118	4	=	=	SYM
hassl-871	118	5	i(0	i(0	NOUN
hassl-871	118	6	)	)	PUNCT
hassl-871	118	7	i(d	i(d	NOUN
hassl-871	118	8	)	)	PUNCT
hassl-871	118	9	=	=	PUNCT
hassl-871	118	10	i(1	i(1	PROPN
hassl-871	118	11	)	)	PUNCT
hassl-871	118	12	i(d	i(d	NOUN
hassl-871	118	13	)	)	PUNCT
hassl-871	118	14	=	=	PUNCT
hassl-871	118	15	i(1	i(1	PROPN
hassl-871	118	16	)	)	PUNCT
hassl-871	118	17	t	t	PROPN
hassl-871	118	18	-	-	PUNCT
hassl-871	118	19	statistics	statistics	PROPN
hassl-871	118	20	p	p	PROPN
hassl-871	118	21	t	t	PROPN
hassl-871	118	22	-	-	PUNCT
hassl-871	118	23	statistics	statistics	PROPN
hassl-871	118	24	p	p	PROPN
hassl-871	118	25	t	t	PROPN
hassl-871	118	26	-	-	PUNCT
hassl-871	118	27	statistics	statistic	NOUN
hassl-871	118	28	p	p	NOUN
hassl-871	118	29	without	without	ADP
hassl-871	118	30	α	α	PROPN
hassl-871	118	31	and	and	CCONJ
hassl-871	118	32	t	t	PROPN
hassl-871	118	33	pth	pth	NOUN
hassl-871	118	34	0.785	0.785	NUM
hassl-871	118	35	11	11	NUM
hassl-871	118	36	-19.252	-19.252	ADP
hassl-871	118	37	*	*	PROPN
hassl-871	118	38	10	10	NUM
hassl-871	118	39	-8.646	-8.646	SYM
hassl-871	118	40	*	*	PROPN
hassl-871	118	41	7	7	NUM
hassl-871	118	42	excn	excn	NOUN
hassl-871	118	43	3.007	3.007	NUM
hassl-871	118	44	11	11	NUM
hassl-871	118	45	-13.210	-13.210	NOUN
hassl-871	118	46	*	*	PROPN
hassl-871	118	47	10	10	NUM
hassl-871	118	48	-10.742	-10.742	NUM
hassl-871	118	49	*	*	PROPN
hassl-871	118	50	3	3	NUM
hassl-871	118	51	exw	exw	PROPN
hassl-871	118	52	1.346	1.346	NUM
hassl-871	118	53	11	11	NUM
hassl-871	118	54	-14.224	-14.224	X
hassl-871	118	55	*	*	PROPN
hassl-871	118	56	10	10	NUM
hassl-871	118	57	-9.263	-9.263	PROPN
hassl-871	118	58	*	*	NUM
hassl-871	118	59	6	6	NUM
hassl-871	118	60	with	with	ADP
hassl-871	118	61	α	α	NOUN
hassl-871	118	62	and	and	CCONJ
hassl-871	118	63	without	without	ADP
hassl-871	118	64	t	t	PROPN
hassl-871	118	65	pth	pth	NOUN
hassl-871	118	66	0.120	0.120	NUM
hassl-871	118	67	11	11	NUM
hassl-871	118	68	-19.236	-19.236	NUM
hassl-871	118	69	*	*	SYM
hassl-871	118	70	10	10	NUM
hassl-871	118	71	-8.631	-8.631	NOUN
hassl-871	118	72	*	*	PROPN
hassl-871	118	73	7	7	NUM
hassl-871	118	74	excn	excn	NOUN
hassl-871	118	75	2.283	2.283	NUM
hassl-871	118	76	11	11	NUM
hassl-871	118	77	-13.600	-13.600	NOUN
hassl-871	118	78	*	*	SYM
hassl-871	118	79	10	10	NUM
hassl-871	118	80	-10.717	-10.717	NOUN
hassl-871	118	81	*	*	PROPN
hassl-871	118	82	3	3	NUM
hassl-871	118	83	exw	exw	X
hassl-871	118	84	-0.454	-0.454	PROPN
hassl-871	118	85	11	11	NUM
hassl-871	118	86	-8.672	-8.672	PROPN
hassl-871	118	87	*	*	NUM
hassl-871	118	88	13	13	NUM
hassl-871	118	89	-9.226	-9.226	SYM
hassl-871	118	90	*	*	NOUN
hassl-871	118	91	6	6	NUM
hassl-871	118	92	with	with	ADP
hassl-871	118	93	α	α	PROPN
hassl-871	118	94	and	and	CCONJ
hassl-871	118	95	t	t	PROPN
hassl-871	118	96	pth	pth	NOUN
hassl-871	118	97	-1.084	-1.084	PUNCT
hassl-871	118	98	11	11	NUM
hassl-871	118	99	-19.644	-19.644	NOUN
hassl-871	118	100	*	*	PROPN
hassl-871	118	101	10	10	NUM
hassl-871	118	102	-8.594	-8.594	NOUN
hassl-871	118	103	*	*	PROPN
hassl-871	118	104	7	7	NUM
hassl-871	118	105	excn	excn	NOUN
hassl-871	118	106	1.158	1.158	NUM
hassl-871	118	107	11	11	NUM
hassl-871	118	108	-13.920	-13.920	PROPN
hassl-871	118	109	*	*	PROPN
hassl-871	118	110	10	10	NUM
hassl-871	118	111	-10.745	-10.745	PROPN
hassl-871	118	112	*	*	SYM
hassl-871	118	113	3	3	NUM
hassl-871	118	114	exw	exw	X
hassl-871	118	115	-2.975	-2.975	PROPN
hassl-871	118	116	11	11	NUM
hassl-871	118	117	-8.704	-8.704	VERB
hassl-871	118	118	*	*	SYM
hassl-871	118	119	13	13	NUM
hassl-871	118	120	-9.191	-9.191	NUM
hassl-871	118	121	*	*	PROPN
hassl-871	118	122	6	6	NUM
hassl-871	118	123	note	note	NOUN
hassl-871	118	124	:	:	PUNCT
hassl-871	118	125	*	*	PUNCT
hassl-871	118	126	denotes	denote	VERB
hassl-871	118	127	the	the	DET
hassl-871	118	128	statistical	statistical	ADJ
hassl-871	118	129	significance	significance	NOUN
hassl-871	118	130	at	at	ADP
hassl-871	118	131	a	a	DET
hassl-871	118	132	5	5	NUM
hassl-871	118	133	%	%	NOUN
hassl-871	118	134	level	level	NOUN
hassl-871	118	135	.	.	PUNCT
hassl-871	119	1	the	the	DET
hassl-871	119	2	models	model	NOUN
hassl-871	119	3	of	of	ADP
hassl-871	119	4	the	the	DET
hassl-871	119	5	adf	adf	PROPN
hassl-871	119	6	unit	unit	NOUN
hassl-871	119	7	root	root	NOUN
hassl-871	119	8	for	for	ADP
hassl-871	119	9	the	the	DET
hassl-871	119	10	stationarity	stationarity	NOUN
hassl-871	119	11	test	test	NOUN
hassl-871	119	12	in	in	ADP
hassl-871	119	13	table	table	NOUN
hassl-871	119	14	1	1	NUM
hassl-871	119	15	are	be	AUX
hassl-871	119	16	based	base	VERB
hassl-871	119	17	on	on	ADP
hassl-871	119	18	equations	equation	NOUN
hassl-871	119	19	1	1	NUM
hassl-871	119	20	-	-	SYM
hassl-871	119	21	3	3	NUM
hassl-871	119	22	:	:	PUNCT
hassl-871	119	23	(	(	PUNCT
hassl-871	119	24	1	1	X
hassl-871	119	25	)	)	PUNCT
hassl-871	119	26	the	the	DET
hassl-871	119	27	model	model	NOUN
hassl-871	119	28	without	without	ADP
hassl-871	119	29	both	both	CCONJ
hassl-871	119	30	the	the	DET
hassl-871	119	31	constant	constant	ADJ
hassl-871	119	32	and	and	CCONJ
hassl-871	119	33	time	time	NOUN
hassl-871	119	34	trend	trend	NOUN
hassl-871	119	35	(	(	PUNCT
hassl-871	119	36	without	without	ADP
hassl-871	119	37	α	α	PROPN
hassl-871	119	38	and	and	CCONJ
hassl-871	119	39	t	t	PROPN
hassl-871	119	40	)	)	PUNCT
hassl-871	119	41	,	,	PUNCT
hassl-871	119	42	(	(	PUNCT
hassl-871	119	43	2	2	X
hassl-871	119	44	)	)	PUNCT
hassl-871	119	45	the	the	DET
hassl-871	119	46	model	model	NOUN
hassl-871	119	47	with	with	ADP
hassl-871	119	48	only	only	ADV
hassl-871	119	49	the	the	DET
hassl-871	119	50	constant	constant	ADJ
hassl-871	119	51	(	(	PUNCT
hassl-871	119	52	with	with	ADP
hassl-871	119	53	α	α	NOUN
hassl-871	119	54	and	and	CCONJ
hassl-871	119	55	without	without	ADP
hassl-871	119	56	t	t	PROPN
hassl-871	119	57	)	)	PUNCT
hassl-871	119	58	,	,	PUNCT
hassl-871	119	59	and	and	CCONJ
hassl-871	119	60	(	(	PUNCT
hassl-871	119	61	3	3	X
hassl-871	119	62	)	)	PUNCT
hassl-871	119	63	the	the	DET
hassl-871	119	64	model	model	NOUN
hassl-871	119	65	with	with	ADP
hassl-871	119	66	both	both	CCONJ
hassl-871	119	67	the	the	DET
hassl-871	119	68	constant	constant	ADJ
hassl-871	119	69	and	and	CCONJ
hassl-871	119	70	time	time	NOUN
hassl-871	119	71	trend	trend	NOUN
hassl-871	119	72	(	(	PUNCT
hassl-871	119	73	with	with	ADP
hassl-871	119	74	α	α	PROPN
hassl-871	119	75	and	and	CCONJ
hassl-871	119	76	t	t	PROPN
hassl-871	119	77	)	)	PUNCT
hassl-871	119	78	,	,	PUNCT
hassl-871	119	79	respectively	respectively	ADV
hassl-871	119	80	.	.	PUNCT
hassl-871	120	1	table	table	NOUN
hassl-871	120	2	2	2	NUM
hassl-871	120	3	.	.	PUNCT
hassl-871	121	1	the	the	DET
hassl-871	121	2	results	result	NOUN
hassl-871	121	3	of	of	ADP
hassl-871	121	4	selected	select	VERB
hassl-871	121	5	sarima(p	sarima(p	PROPN
hassl-871	121	6	,	,	PUNCT
hassl-871	121	7	d	d	NOUN
hassl-871	121	8	,	,	PUNCT
hassl-871	121	9	q)(p	q)(p	ADV
hassl-871	121	10	,	,	PUNCT
hassl-871	121	11	d	d	NOUN
hassl-871	121	12	,	,	PUNCT
hassl-871	121	13	q)s	q)s	NOUN
hassl-871	121	14	.	.	PUNCT
hassl-871	122	1	variable	variable	ADJ
hassl-871	122	2	model	model	NOUN
hassl-871	122	3	:	:	PUNCT
hassl-871	122	4	pth	pth	NOUN
hassl-871	122	5	model	model	NOUN
hassl-871	122	6	:	:	PUNCT
hassl-871	122	7	excn	excn	PROPN
hassl-871	122	8	model	model	PROPN
hassl-871	122	9	:	:	PUNCT
hassl-871	123	1	exw	exw	PROPN
hassl-871	123	2	coefficient	coefficient	PROPN
hassl-871	123	3	s.e	s.e	PROPN
hassl-871	123	4	.	.	PROPN
hassl-871	123	5	z	z	PROPN
hassl-871	123	6	coefficient	coefficient	PROPN
hassl-871	123	7	s.e	s.e	PROPN
hassl-871	123	8	.	.	PROPN
hassl-871	123	9	z	z	PROPN
hassl-871	123	10	coefficient	coefficient	PROPN
hassl-871	123	11	s.e	s.e	PROPN
hassl-871	123	12	.	.	PROPN
hassl-871	123	13	z	z	PROPN
hassl-871	124	1	α	α	X
hassl-871	124	2	129.085	129.085	NUM
hassl-871	124	3	*	*	PUNCT
hassl-871	124	4	27.660	27.660	NUM
hassl-871	124	5	4.667	4.667	NUM
hassl-871	124	6	ϕ2	ϕ2	ADV
hassl-871	124	7	-0.229	-0.229	SYM
hassl-871	124	8	*	*	NOUN
hassl-871	124	9	0.081	0.081	NUM
hassl-871	124	10	-2.815	-2.815	NOUN
hassl-871	124	11	-0.235	-0.235	PROPN
hassl-871	124	12	*	*	SYM
hassl-871	124	13	0.090	0.090	NUM
hassl-871	124	14	-2.601	-2.601	X
hassl-871	124	15	-0.195	-0.195	PROPN
hassl-871	124	16	*	*	PROPN
hassl-871	124	17	0.083	0.083	NUM
hassl-871	124	18	-2.335	-2.335	PUNCT
hassl-871	124	19	ϕ4	ϕ4	NOUN
hassl-871	124	20	-0.169	-0.169	PROPN
hassl-871	124	21	*	*	NOUN
hassl-871	124	22	0.084	0.084	NUM
hassl-871	124	23	-2.008	-2.008	NOUN
hassl-871	124	24	θ1	θ1	NOUN
hassl-871	124	25	-1.000	-1.000	PROPN
hassl-871	124	26	*	*	SYM
hassl-871	124	27	0.027	0.027	NUM
hassl-871	124	28	-36.230	-36.230	NOUN
hassl-871	124	29	-0.881	-0.881	X
hassl-871	124	30	*	*	SYM
hassl-871	124	31	0.040	0.040	NUM
hassl-871	124	32	-21.892	-21.892	NUM
hassl-871	124	33	-1.000	-1.000	PROPN
hassl-871	124	34	*	*	SYM
hassl-871	124	35	0.037	0.037	NUM
hassl-871	124	36	-26.398	-26.398	PUNCT
hassl-871	124	37	θ1	θ1	NOUN
hassl-871	124	38	-0.494	-0.494	NOUN
hassl-871	124	39	*	*	NOUN
hassl-871	124	40	0.101	0.101	NUM
hassl-871	124	41	-4.866	-4.866	PROPN
hassl-871	124	42	q4	q4	PROPN
hassl-871	124	43	(	(	PUNCT
hassl-871	124	44	p	p	NOUN
hassl-871	124	45	-	-	PUNCT
hassl-871	124	46	value	value	NOUN
hassl-871	124	47	)	)	PUNCT
hassl-871	124	48	2.445	2.445	NUM
hassl-871	124	49	(	(	PUNCT
hassl-871	124	50	0.118	0.118	NUM
hassl-871	124	51	)	)	PUNCT
hassl-871	124	52	1.923	1.923	NUM
hassl-871	124	53	(	(	PUNCT
hassl-871	124	54	0.382	0.382	NUM
hassl-871	124	55	)	)	PUNCT
hassl-871	124	56	1.416	1.416	NUM
hassl-871	124	57	(	(	PUNCT
hassl-871	124	58	0.234	0.234	NUM
hassl-871	124	59	)	)	PUNCT
hassl-871	124	60	q8	q8	PROPN
hassl-871	124	61	(	(	PUNCT
hassl-871	124	62	p	p	NOUN
hassl-871	124	63	-	-	PUNCT
hassl-871	124	64	value	value	NOUN
hassl-871	124	65	)	)	PUNCT
hassl-871	124	66	6.709	6.709	NUM
hassl-871	124	67	(	(	PUNCT
hassl-871	124	68	0.243	0.243	NUM
hassl-871	124	69	)	)	PUNCT
hassl-871	124	70	3.538	3.538	NUM
hassl-871	124	71	(	(	PUNCT
hassl-871	124	72	0.739	0.739	NUM
hassl-871	124	73	)	)	PUNCT
hassl-871	124	74	2.193	2.193	NUM
hassl-871	124	75	(	(	PUNCT
hassl-871	124	76	0.822	0.822	NUM
hassl-871	124	77	)	)	PUNCT
hassl-871	124	78	ac	ac	PROPN
hassl-871	125	1	3489.568	3489.568	NUM
hassl-871	125	2	3220.524	3220.524	NUM
hassl-871	125	3	3416.953	3416.953	NUM
hassl-871	125	4	sc	sc	NOUN
hassl-871	125	5	3504.587	3504.587	NUM
hassl-871	125	6	3229.536	3229.536	NUM
hassl-871	125	7	3428.969	3428.969	NUM
hassl-871	125	8	r	r	NOUN
hassl-871	125	9	(	(	PUNCT
hassl-871	125	10	%	%	INTJ
hassl-871	125	11	)	)	PUNCT
hassl-871	125	12	88.654	88.654	NUM
hassl-871	125	13	80.090	80.090	NUM
hassl-871	125	14	78.095	78.095	NUM
hassl-871	125	15	note	note	NOUN
hassl-871	125	16	:	:	PUNCT
hassl-871	125	17	*	*	PUNCT
hassl-871	125	18	denotes	denote	VERB
hassl-871	125	19	the	the	DET
hassl-871	125	20	statistical	statistical	ADJ
hassl-871	125	21	significance	significance	NOUN
hassl-871	125	22	at	at	ADP
hassl-871	125	23	a	a	DET
hassl-871	125	24	5	5	NUM
hassl-871	125	25	%	%	NOUN
hassl-871	125	26	level	level	NOUN
hassl-871	125	27	.	.	PUNCT
hassl-871	126	1	r	r	NOUN
hassl-871	126	2	denotes	denote	VERB
hassl-871	126	3	the	the	DET
hassl-871	126	4	correlation	correlation	NOUN
hassl-871	126	5	coefficient	coefficient	NOUN
hassl-871	126	6	.	.	PUNCT
hassl-871	127	1	qlb	qlb	PROPN
hassl-871	127	2	denotes	denote	VERB
hassl-871	127	3	the	the	DET
hassl-871	127	4	ljung	ljung	PROPN
hassl-871	127	5	–	–	PUNCT
hassl-871	127	6	box	box	NOUN
hassl-871	127	7	q	q	PROPN
hassl-871	127	8	statistics	statistic	NOUN
hassl-871	127	9	.	.	PUNCT
hassl-871	128	1	ac	ac	PROPN
hassl-871	128	2	and	and	CCONJ
hassl-871	128	3	sc	sc	PROPN
hassl-871	128	4	denote	denote	VERB
hassl-871	128	5	the	the	DET
hassl-871	128	6	akaike	akaike	ADJ
hassl-871	128	7	criterion	criterion	NOUN
hassl-871	128	8	and	and	CCONJ
hassl-871	128	9	schwarz	schwarz	PROPN
hassl-871	128	10	criterion	criterion	NOUN
hassl-871	128	11	.	.	PUNCT
hassl-871	129	1	ϕ	ϕ	NOUN
hassl-871	129	2	,	,	PUNCT
hassl-871	129	3	θ	θ	PROPN
hassl-871	129	4	,	,	PUNCT
hassl-871	129	5	φ	φ	NOUN
hassl-871	129	6	,	,	PUNCT
hassl-871	129	7	and	and	CCONJ
hassl-871	129	8	θ	θ	PROPN
hassl-871	129	9	denote	denote	VERB
hassl-871	129	10	the	the	DET
hassl-871	129	11	estimated	estimate	VERB
hassl-871	129	12	parameters	parameter	NOUN
hassl-871	129	13	of	of	ADP
hassl-871	129	14	ar(p	ar(p	NOUN
hassl-871	129	15	)	)	PUNCT
hassl-871	129	16	,	,	PUNCT
hassl-871	129	17	ma(q	ma(q	NOUN
hassl-871	129	18	)	)	PUNCT
hassl-871	129	19	,	,	PUNCT
hassl-871	129	20	sar(p	sar(p	PROPN
hassl-871	129	21	)	)	PUNCT
hassl-871	129	22	,	,	PUNCT
hassl-871	129	23	and	and	CCONJ
hassl-871	129	24	sma(q	sma(q	NOUN
hassl-871	129	25	)	)	PUNCT
hassl-871	129	26	respectively	respectively	ADV
hassl-871	129	27	.	.	PUNCT
hassl-871	130	1	5	5	X
hassl-871	130	2	.	.	X
hassl-871	130	3	concluding	conclude	VERB
hassl-871	130	4	remarks	remark	VERB
hassl-871	130	5	the	the	DET
hassl-871	130	6	objectives	objective	NOUN
hassl-871	130	7	of	of	ADP
hassl-871	130	8	this	this	DET
hassl-871	130	9	study	study	NOUN
hassl-871	130	10	were	be	AUX
hassl-871	130	11	to	to	PART
hassl-871	130	12	forecast	forecast	VERB
hassl-871	130	13	the	the	DET
hassl-871	130	14	quantity	quantity	NOUN
hassl-871	130	15	of	of	ADP
hassl-871	130	16	durian	durian	ADJ
hassl-871	130	17	production	production	NOUN
hassl-871	130	18	in	in	ADP
hassl-871	130	19	thailand	thailand	PROPN
hassl-871	130	20	,	,	PUNCT
hassl-871	130	21	and	and	CCONJ
hassl-871	130	22	the	the	DET
hassl-871	130	23	quantities	quantity	NOUN
hassl-871	130	24	of	of	ADP
hassl-871	130	25	durian	durian	ADJ
hassl-871	130	26	exports	export	NOUN
hassl-871	130	27	from	from	ADP
hassl-871	130	28	thailand	thailand	PROPN
hassl-871	130	29	to	to	ADP
hassl-871	130	30	the	the	DET
hassl-871	130	31	chinese	chinese	ADJ
hassl-871	130	32	and	and	CCONJ
hassl-871	130	33	world	world	NOUN
hassl-871	130	34	markets	market	NOUN
hassl-871	130	35	by	by	ADP
hassl-871	130	36	using	use	VERB
hassl-871	130	37	monthly	monthly	ADJ
hassl-871	130	38	time	time	NOUN
hassl-871	130	39	series	series	PROPN
hassl-871	130	40	data	datum	NOUN
hassl-871	130	41	from	from	ADP
hassl-871	130	42	january	january	PROPN
hassl-871	130	43	2005	2005	NUM
hassl-871	130	44	to	to	ADP
hassl-871	130	45	june	june	PROPN
hassl-871	130	46	2020	2020	NUM
hassl-871	130	47	in	in	ADP
hassl-871	130	48	order	order	NOUN
hassl-871	130	49	to	to	PART
hassl-871	130	50	forecast	forecast	VERB
hassl-871	130	51	data	datum	NOUN
hassl-871	130	52	until	until	ADP
hassl-871	130	53	december	december	PROPN
hassl-871	130	54	2021	2021	NUM
hassl-871	130	55	,	,	PUNCT
hassl-871	130	56	18	18	NUM
hassl-871	130	57	months	month	NOUN
hassl-871	130	58	in	in	ADP
hassl-871	130	59	total	total	NOUN
hassl-871	130	60	.	.	PUNCT
hassl-871	131	1	moreover	moreover	ADV
hassl-871	131	2	,	,	PUNCT
hassl-871	131	3	the	the	DET
hassl-871	131	4	box	box	PROPN
hassl-871	131	5	–	–	PUNCT
hassl-871	131	6	jenkins	jenkins	PROPN
hassl-871	131	7	method	method	NOUN
hassl-871	131	8	,	,	PUNCT
hassl-871	131	9	also	also	ADV
hassl-871	131	10	known	know	VERB
hassl-871	131	11	as	as	ADP
hassl-871	131	12	sarima(p	sarima(p	PROPN
hassl-871	131	13	,	,	PUNCT
hassl-871	131	14	d	d	NOUN
hassl-871	131	15	,	,	PUNCT
hassl-871	131	16	q)(p	q)(p	ADV
hassl-871	131	17	,	,	PUNCT
hassl-871	131	18	d	d	NOUN
hassl-871	131	19	,	,	PUNCT
hassl-871	131	20	q)s	q)s	NOUN
hassl-871	131	21	was	be	AUX
hassl-871	131	22	used	use	VERB
hassl-871	131	23	as	as	ADP
hassl-871	131	24	a	a	DET
hassl-871	131	25	forecasting	forecasting	NOUN
hassl-871	131	26	technique	technique	NOUN
hassl-871	131	27	containing	contain	VERB
hassl-871	131	28	four	four	NUM
hassl-871	131	29	processes	process	NOUN
hassl-871	131	30	:	:	PUNCT
hassl-871	131	31	identify	identify	VERB
hassl-871	131	32	the	the	DET
hassl-871	131	33	preliminary	preliminary	ADJ
hassl-871	131	34	sarima(p	sarima(p	PROPN
hassl-871	131	35	,	,	PUNCT
hassl-871	131	36	d	d	NOUN
hassl-871	131	37	,	,	PUNCT
hassl-871	131	38	q)(p	q)(p	ADV
hassl-871	131	39	,	,	PUNCT
hassl-871	131	40	d	d	NOUN
hassl-871	131	41	,	,	PUNCT
hassl-871	131	42	q)s	q)s	NOUN
hassl-871	131	43	model	model	NOUN
hassl-871	131	44	by	by	ADP
hassl-871	131	45	using	use	VERB
hassl-871	131	46	the	the	DET
hassl-871	131	47	adf	adf	PROPN
hassl-871	131	48	unit	unit	NOUN
hassl-871	131	49	root	root	NOUN
hassl-871	131	50	and	and	CCONJ
hassl-871	131	51	correlogram	correlogram	NOUN
hassl-871	131	52	;	;	PUNCT
hassl-871	131	53	estimate	estimate	VERB
hassl-871	131	54	the	the	DET
hassl-871	131	55	parameters	parameter	NOUN
hassl-871	131	56	by	by	ADP
hassl-871	131	57	using	use	VERB
hassl-871	131	58	the	the	DET
hassl-871	131	59	maximum	maximum	ADJ
hassl-871	131	60	likelihood	likelihood	NOUN
hassl-871	131	61	method	method	NOUN
hassl-871	131	62	,	,	PUNCT
hassl-871	131	63	mostly	mostly	ADV
hassl-871	131	64	emphasizing	emphasize	VERB
hassl-871	131	65	the	the	DET
hassl-871	131	66	coefficients	coefficient	NOUN
hassl-871	131	67	that	that	PRON
hassl-871	131	68	contain	contain	VERB
hassl-871	131	69	a	a	DET
hassl-871	131	70	0.05	0.05	NUM
hassl-871	131	71	level	level	NOUN
hassl-871	131	72	of	of	ADP
hassl-871	131	73	statistical	statistical	ADJ
hassl-871	131	74	significance	significance	NOUN
hassl-871	131	75	;	;	PUNCT
hassl-871	131	76	verify	verify	VERB
hassl-871	131	77	the	the	DET
hassl-871	131	78	suitability	suitability	NOUN
hassl-871	131	79	of	of	ADP
hassl-871	131	80	forecasting	forecasting	NOUN
hassl-871	131	81	models	model	NOUN
hassl-871	131	82	in	in	ADP
hassl-871	131	83	order	order	NOUN
hassl-871	131	84	to	to	PART
hassl-871	131	85	prevent	prevent	VERB
hassl-871	131	86	the	the	DET
hassl-871	131	87	problem	problem	NOUN
hassl-871	131	88	of	of	ADP
hassl-871	131	89	serial	serial	ADJ
hassl-871	131	90	correlation	correlation	NOUN
hassl-871	131	91	by	by	ADP
hassl-871	131	92	considering	consider	VERB
hassl-871	131	93	the	the	DET
hassl-871	131	94	ljung	ljung	PROPN
hassl-871	131	95	-	-	PUNCT
hassl-871	131	96	box	box	NOUN
hassl-871	131	97	q	q	PROPN
hassl-871	131	98	statistics	statistic	NOUN
hassl-871	131	99	,	,	PUNCT
hassl-871	131	100	and	and	CCONJ
hassl-871	131	101	choose	choose	VERB
hassl-871	131	102	the	the	DET
hassl-871	131	103	most	most	ADV
hassl-871	131	104	suitable	suitable	ADJ
hassl-871	131	105	forecasting	forecasting	NOUN
hassl-871	131	106	model	model	NOUN
hassl-871	131	107	;	;	PUNCT
hassl-871	131	108	and	and	CCONJ
hassl-871	131	109	produce	produce	VERB
hassl-871	131	110	a	a	DET
hassl-871	131	111	forecast	forecast	NOUN
hassl-871	131	112	for	for	ADP
hassl-871	131	113	18	18	NUM
hassl-871	131	114	time	time	NOUN
hassl-871	131	115	periods	period	NOUN
hassl-871	131	116	(	(	PUNCT
hassl-871	131	117	months	month	NOUN
hassl-871	131	118	)	)	PUNCT
hassl-871	131	119	.	.	PUNCT
hassl-871	132	1	apart	apart	ADV
hassl-871	132	2	from	from	ADP
hassl-871	132	3	that	that	PRON
hassl-871	132	4	,	,	PUNCT
hassl-871	132	5	the	the	DET
hassl-871	132	6	correlation	correlation	NOUN
hassl-871	132	7	coefficient	coefficient	NOUN
hassl-871	132	8	was	be	AUX
hassl-871	132	9	used	use	VERB
hassl-871	132	10	to	to	PART
hassl-871	132	11	analyze	analyze	VERB
hassl-871	132	12	the	the	DET
hassl-871	132	13	performance	performance	NOUN
hassl-871	132	14	of	of	ADP
hassl-871	132	15	the	the	DET
hassl-871	132	16	models	model	NOUN
hassl-871	132	17	,	,	PUNCT
hassl-871	132	18	and	and	CCONJ
hassl-871	132	19	as	as	ADP
hassl-871	132	20	a	a	DET
hassl-871	132	21	result	result	NOUN
hassl-871	132	22	,	,	PUNCT
hassl-871	132	23	it	it	PRON
hassl-871	132	24	was	be	AUX
hassl-871	132	25	found	find	VERB
hassl-871	132	26	that	that	SCONJ
hassl-871	132	27	the	the	DET
hassl-871	132	28	established	establish	VERB
hassl-871	132	29	forecasting	forecasting	NOUN
hassl-871	132	30	model	model	NOUN
hassl-871	132	31	had	have	VERB
hassl-871	132	32	a	a	DET
hassl-871	132	33	78.095	78.095	NUM
hassl-871	132	34	%	%	NOUN
hassl-871	132	35	humanities	humanity	NOUN
hassl-871	132	36	and	and	CCONJ
hassl-871	132	37	social	social	ADJ
hassl-871	132	38	sciences	science	NOUN
hassl-871	132	39	letters	letter	NOUN
hassl-871	132	40	,	,	PUNCT
hassl-871	132	41	2020	2020	NUM
hassl-871	132	42	,	,	PUNCT
hassl-871	132	43	8(4	8(4	NUM
hassl-871	132	44	):	):	PUNCT
hassl-871	132	45	430	430	NUM
hassl-871	132	46	-	-	SYM
hassl-871	132	47	437	437	NUM
hassl-871	132	48	436	436	NUM
hassl-871	132	49	©	©	PROPN
hassl-871	132	50	2020	2020	NUM
hassl-871	132	51	conscientia	conscientia	PROPN
hassl-871	132	52	beam	beam	PROPN
hassl-871	132	53	.	.	PUNCT
hassl-871	133	1	all	all	DET
hassl-871	133	2	rights	right	NOUN
hassl-871	133	3	reserved	reserve	VERB
hassl-871	133	4	.	.	PUNCT
hassl-871	134	1	88.654	88.654	NUM
hassl-871	134	2	%	%	NOUN
hassl-871	134	3	forecasting	forecasting	NOUN
hassl-871	134	4	performance	performance	NOUN
hassl-871	134	5	.	.	PUNCT
hassl-871	135	1	the	the	DET
hassl-871	135	2	duration	duration	NOUN
hassl-871	135	3	of	of	ADP
hassl-871	135	4	the	the	DET
hassl-871	135	5	covid-19	covid-19	PROPN
hassl-871	135	6	pandemic	pandemic	NOUN
hassl-871	135	7	has	have	AUX
hassl-871	135	8	affected	affect	VERB
hassl-871	135	9	the	the	DET
hassl-871	135	10	overall	overall	ADJ
hassl-871	135	11	thai	thai	ADJ
hassl-871	135	12	economy	economy	NOUN
hassl-871	135	13	,	,	PUNCT
hassl-871	135	14	especially	especially	ADV
hassl-871	135	15	the	the	DET
hassl-871	135	16	export	export	NOUN
hassl-871	135	17	of	of	ADP
hassl-871	135	18	goods	good	NOUN
hassl-871	135	19	and	and	CCONJ
hassl-871	135	20	products	product	NOUN
hassl-871	135	21	.	.	PUNCT
hassl-871	136	1	in	in	ADP
hassl-871	136	2	the	the	DET
hassl-871	136	3	first	first	ADJ
hassl-871	136	4	half	half	NOUN
hassl-871	136	5	of	of	ADP
hassl-871	136	6	2020	2020	NUM
hassl-871	136	7	,	,	PUNCT
hassl-871	136	8	the	the	DET
hassl-871	136	9	growth	growth	NOUN
hassl-871	136	10	of	of	ADP
hassl-871	136	11	thailand	thailand	PROPN
hassl-871	136	12	’s	’s	PART
hassl-871	136	13	exports	export	NOUN
hassl-871	136	14	and	and	CCONJ
hassl-871	136	15	products	product	NOUN
hassl-871	136	16	has	have	AUX
hassl-871	136	17	decreased	decrease	VERB
hassl-871	136	18	by	by	ADP
hassl-871	136	19	8.293	8.293	NUM
hassl-871	136	20	%	%	NOUN
hassl-871	136	21	,	,	PUNCT
hassl-871	136	22	when	when	SCONJ
hassl-871	136	23	compared	compare	VERB
hassl-871	136	24	with	with	ADP
hassl-871	136	25	the	the	DET
hassl-871	136	26	same	same	ADJ
hassl-871	136	27	period	period	NOUN
hassl-871	136	28	last	last	ADJ
hassl-871	136	29	year	year	NOUN
hassl-871	136	30	.	.	PUNCT
hassl-871	137	1	however	however	ADV
hassl-871	137	2	,	,	PUNCT
hassl-871	137	3	regarding	regard	VERB
hassl-871	137	4	the	the	DET
hassl-871	137	5	quantity	quantity	NOUN
hassl-871	137	6	and	and	CCONJ
hassl-871	137	7	value	value	NOUN
hassl-871	137	8	of	of	ADP
hassl-871	137	9	durian	durian	ADJ
hassl-871	137	10	exports	export	NOUN
hassl-871	137	11	in	in	ADP
hassl-871	137	12	the	the	DET
hassl-871	137	13	first	first	ADJ
hassl-871	137	14	half	half	NOUN
hassl-871	137	15	of	of	ADP
hassl-871	137	16	the	the	DET
hassl-871	137	17	year	year	NOUN
hassl-871	137	18	,	,	PUNCT
hassl-871	137	19	figures	figure	NOUN
hassl-871	137	20	are	be	AUX
hassl-871	137	21	likely	likely	ADJ
hassl-871	137	22	to	to	PART
hassl-871	137	23	increase	increase	VERB
hassl-871	137	24	significantly	significantly	ADV
hassl-871	137	25	to	to	ADP
hassl-871	137	26	9.495	9.495	NUM
hassl-871	137	27	%	%	NOUN
hassl-871	137	28	and	and	CCONJ
hassl-871	137	29	75.735	75.735	NUM
hassl-871	137	30	%	%	NOUN
hassl-871	137	31	,	,	PUNCT
hassl-871	137	32	respectively	respectively	ADV
hassl-871	137	33	.	.	PUNCT
hassl-871	138	1	it	it	PRON
hassl-871	138	2	is	be	AUX
hassl-871	138	3	noteworthy	noteworthy	ADJ
hassl-871	138	4	that	that	SCONJ
hassl-871	138	5	thai	thai	PROPN
hassl-871	138	6	durian	durian	PROPN
hassl-871	138	7	exports	export	NOUN
hassl-871	138	8	to	to	ADP
hassl-871	138	9	the	the	DET
hassl-871	138	10	chinese	chinese	ADJ
hassl-871	138	11	market	market	NOUN
hassl-871	138	12	in	in	ADP
hassl-871	138	13	the	the	DET
hassl-871	138	14	first	first	ADJ
hassl-871	138	15	half	half	NOUN
hassl-871	138	16	of	of	ADP
hassl-871	138	17	the	the	DET
hassl-871	138	18	year	year	NOUN
hassl-871	138	19	have	have	AUX
hassl-871	138	20	grown	grow	VERB
hassl-871	138	21	at	at	ADP
hassl-871	138	22	a	a	DET
hassl-871	138	23	higher	high	ADJ
hassl-871	138	24	rate	rate	NOUN
hassl-871	138	25	than	than	ADP
hassl-871	138	26	overall	overall	ADJ
hassl-871	138	27	exports	export	NOUN
hassl-871	138	28	.	.	PUNCT
hassl-871	139	1	the	the	DET
hassl-871	139	2	quantity	quantity	NOUN
hassl-871	139	3	of	of	ADP
hassl-871	139	4	durian	durian	ADJ
hassl-871	139	5	exports	export	NOUN
hassl-871	139	6	grew	grow	VERB
hassl-871	139	7	by	by	ADP
hassl-871	139	8	51.211	51.211	NUM
hassl-871	139	9	%	%	NOUN
hassl-871	139	10	and	and	CCONJ
hassl-871	139	11	the	the	DET
hassl-871	139	12	value	value	NOUN
hassl-871	139	13	of	of	ADP
hassl-871	139	14	durian	durian	ADJ
hassl-871	139	15	exports	export	NOUN
hassl-871	139	16	grew	grow	VERB
hassl-871	139	17	by	by	ADP
hassl-871	139	18	144.919	144.919	NUM
hassl-871	139	19	%	%	NOUN
hassl-871	139	20	(	(	PUNCT
hassl-871	139	21	office	office	NOUN
hassl-871	139	22	of	of	ADP
hassl-871	139	23	agricultural	agricultural	ADJ
hassl-871	139	24	economics	economic	NOUN
hassl-871	139	25	,	,	PUNCT
hassl-871	139	26	2020a	2020a	NUM
hassl-871	139	27	;	;	PUNCT
hassl-871	139	28	office	office	NOUN
hassl-871	139	29	of	of	ADP
hassl-871	139	30	the	the	DET
hassl-871	139	31	permanent	permanent	ADJ
hassl-871	139	32	secretary	secretary	NOUN
hassl-871	139	33	,	,	PUNCT
hassl-871	139	34	2020	2020	NUM
hassl-871	139	35	)	)	PUNCT
hassl-871	139	36	.	.	PUNCT
hassl-871	140	1	furthermore	furthermore	ADV
hassl-871	140	2	,	,	PUNCT
hassl-871	140	3	the	the	DET
hassl-871	140	4	level	level	NOUN
hassl-871	140	5	of	of	ADP
hassl-871	140	6	durian	durian	ADJ
hassl-871	140	7	exports	export	NOUN
hassl-871	140	8	in	in	ADP
hassl-871	140	9	the	the	DET
hassl-871	140	10	first	first	ADJ
hassl-871	140	11	half	half	NOUN
hassl-871	140	12	of	of	ADP
hassl-871	140	13	the	the	DET
hassl-871	140	14	year	year	NOUN
hassl-871	140	15	is	be	AUX
hassl-871	140	16	consistent	consistent	ADJ
hassl-871	140	17	with	with	ADP
hassl-871	140	18	the	the	DET
hassl-871	140	19	forecast	forecast	NOUN
hassl-871	140	20	from	from	ADP
hassl-871	140	21	this	this	DET
hassl-871	140	22	research	research	NOUN
hassl-871	140	23	,	,	PUNCT
hassl-871	140	24	showing	show	VERB
hassl-871	140	25	that	that	SCONJ
hassl-871	140	26	thai	thai	ADJ
hassl-871	140	27	durian	durian	PROPN
hassl-871	140	28	exports	export	NOUN
hassl-871	140	29	in	in	ADP
hassl-871	140	30	the	the	DET
hassl-871	140	31	second	second	ADJ
hassl-871	140	32	half	half	NOUN
hassl-871	140	33	of	of	ADP
hassl-871	140	34	2020	2020	NUM
hassl-871	140	35	are	be	AUX
hassl-871	140	36	likely	likely	ADJ
hassl-871	140	37	to	to	PART
hassl-871	140	38	increase	increase	VERB
hassl-871	140	39	.	.	PUNCT
hassl-871	141	1	additionally	additionally	ADV
hassl-871	141	2	,	,	PUNCT
hassl-871	141	3	thai	thai	ADJ
hassl-871	141	4	exports	export	NOUN
hassl-871	141	5	of	of	ADP
hassl-871	141	6	durian	durian	NOUN
hassl-871	141	7	to	to	ADP
hassl-871	141	8	the	the	DET
hassl-871	141	9	chinese	chinese	ADJ
hassl-871	141	10	market	market	NOUN
hassl-871	141	11	in	in	ADP
hassl-871	141	12	the	the	DET
hassl-871	141	13	second	second	ADJ
hassl-871	141	14	half	half	NOUN
hassl-871	141	15	of	of	ADP
hassl-871	141	16	2020	2020	NUM
hassl-871	141	17	will	will	AUX
hassl-871	141	18	grow	grow	VERB
hassl-871	141	19	by	by	ADP
hassl-871	141	20	43.398	43.398	NUM
hassl-871	141	21	%	%	NOUN
hassl-871	141	22	compared	compare	VERB
hassl-871	141	23	with	with	ADP
hassl-871	141	24	the	the	DET
hassl-871	141	25	same	same	ADJ
hassl-871	141	26	period	period	NOUN
hassl-871	141	27	last	last	ADJ
hassl-871	141	28	year	year	NOUN
hassl-871	141	29	;	;	PUNCT
hassl-871	141	30	while	while	SCONJ
hassl-871	141	31	,	,	PUNCT
hassl-871	141	32	the	the	DET
hassl-871	141	33	overall	overall	ADJ
hassl-871	141	34	thai	thai	ADJ
hassl-871	141	35	exports	export	NOUN
hassl-871	141	36	of	of	ADP
hassl-871	141	37	durian	durian	NOUN
hassl-871	141	38	in	in	ADP
hassl-871	141	39	the	the	DET
hassl-871	141	40	second	second	ADJ
hassl-871	141	41	half	half	NOUN
hassl-871	141	42	of	of	ADP
hassl-871	141	43	2020	2020	NUM
hassl-871	141	44	will	will	AUX
hassl-871	141	45	grow	grow	VERB
hassl-871	141	46	by	by	ADP
hassl-871	141	47	0.542	0.542	NUM
hassl-871	141	48	%	%	NOUN
hassl-871	141	49	compared	compare	VERB
hassl-871	141	50	with	with	ADP
hassl-871	141	51	the	the	DET
hassl-871	141	52	same	same	ADJ
hassl-871	141	53	period	period	NOUN
hassl-871	141	54	last	last	ADJ
hassl-871	141	55	year	year	NOUN
hassl-871	141	56	.	.	PUNCT
hassl-871	142	1	the	the	DET
hassl-871	142	2	reason	reason	NOUN
hassl-871	142	3	why	why	SCONJ
hassl-871	142	4	the	the	DET
hassl-871	142	5	overall	overall	ADJ
hassl-871	142	6	quantity	quantity	NOUN
hassl-871	142	7	of	of	ADP
hassl-871	142	8	thai	thai	ADJ
hassl-871	142	9	durian	durian	PROPN
hassl-871	142	10	exports	export	NOUN
hassl-871	142	11	is	be	AUX
hassl-871	142	12	likely	likely	ADJ
hassl-871	142	13	to	to	PART
hassl-871	142	14	slow	slow	VERB
hassl-871	142	15	down	down	ADP
hassl-871	142	16	after	after	ADP
hassl-871	142	17	the	the	DET
hassl-871	142	18	first	first	ADJ
hassl-871	142	19	half	half	NOUN
hassl-871	142	20	of	of	ADP
hassl-871	142	21	2020	2020	NUM
hassl-871	142	22	is	be	AUX
hassl-871	142	23	that	that	SCONJ
hassl-871	142	24	the	the	DET
hassl-871	142	25	supply	supply	NOUN
hassl-871	142	26	of	of	ADP
hassl-871	142	27	thai	thai	ADJ
hassl-871	142	28	durian	durian	PROPN
hassl-871	142	29	can	can	AUX
hassl-871	142	30	not	not	PART
hassl-871	142	31	meet	meet	VERB
hassl-871	142	32	the	the	DET
hassl-871	142	33	rising	rise	VERB
hassl-871	142	34	demand	demand	NOUN
hassl-871	142	35	in	in	ADP
hassl-871	142	36	the	the	DET
hassl-871	142	37	world	world	NOUN
hassl-871	142	38	market	market	NOUN
hassl-871	142	39	;	;	PUNCT
hassl-871	142	40	more	more	ADV
hassl-871	142	41	importantly	importantly	ADV
hassl-871	142	42	,	,	PUNCT
hassl-871	142	43	it	it	PRON
hassl-871	142	44	is	be	AUX
hassl-871	142	45	consistent	consistent	ADJ
hassl-871	142	46	with	with	ADP
hassl-871	142	47	the	the	DET
hassl-871	142	48	production	production	NOUN
hassl-871	142	49	quantity	quantity	NOUN
hassl-871	142	50	forecast	forecast	NOUN
hassl-871	142	51	of	of	ADP
hassl-871	142	52	thai	thai	PROPN
hassl-871	142	53	durians	durian	NOUN
hassl-871	142	54	,	,	PUNCT
hassl-871	142	55	which	which	PRON
hassl-871	142	56	only	only	ADV
hassl-871	142	57	increased	increase	VERB
hassl-871	142	58	by	by	ADP
hassl-871	142	59	2.419	2.419	NUM
hassl-871	142	60	%	%	NOUN
hassl-871	142	61	in	in	ADP
hassl-871	142	62	the	the	DET
hassl-871	142	63	second	second	ADJ
hassl-871	142	64	half	half	NOUN
hassl-871	142	65	of	of	ADP
hassl-871	142	66	2020	2020	NUM
hassl-871	142	67	compared	compare	VERB
hassl-871	142	68	with	with	ADP
hassl-871	142	69	the	the	DET
hassl-871	142	70	same	same	ADJ
hassl-871	142	71	period	period	NOUN
hassl-871	142	72	last	last	ADJ
hassl-871	142	73	year	year	NOUN
hassl-871	142	74	.	.	PUNCT
hassl-871	143	1	the	the	DET
hassl-871	143	2	expansion	expansion	NOUN
hassl-871	143	3	of	of	ADP
hassl-871	143	4	production	production	NOUN
hassl-871	143	5	quantity	quantity	NOUN
hassl-871	143	6	is	be	AUX
hassl-871	143	7	in	in	ADP
hassl-871	143	8	accordance	accordance	NOUN
hassl-871	143	9	with	with	ADP
hassl-871	143	10	the	the	DET
hassl-871	143	11	durian	durian	NOUN
hassl-871	143	12	planted	plant	VERB
hassl-871	143	13	areas	area	NOUN
hassl-871	143	14	of	of	ADP
hassl-871	143	15	thailand	thailand	PROPN
hassl-871	143	16	,	,	PUNCT
hassl-871	143	17	which	which	PRON
hassl-871	143	18	are	be	AUX
hassl-871	143	19	likely	likely	ADJ
hassl-871	143	20	to	to	PART
hassl-871	143	21	increase	increase	VERB
hassl-871	143	22	by	by	ADP
hassl-871	143	23	only	only	ADV
hassl-871	143	24	1.968	1.968	NUM
hassl-871	143	25	%	%	NOUN
hassl-871	143	26	per	per	ADP
hassl-871	143	27	year	year	NOUN
hassl-871	143	28	on	on	ADP
hassl-871	143	29	average	average	ADJ
hassl-871	143	30	;	;	PUNCT
hassl-871	143	31	this	this	PRON
hassl-871	143	32	is	be	AUX
hassl-871	143	33	a	a	DET
hassl-871	143	34	calculation	calculation	NOUN
hassl-871	143	35	of	of	ADP
hassl-871	143	36	the	the	DET
hassl-871	143	37	average	average	ADJ
hassl-871	143	38	durian	durian	ADJ
hassl-871	143	39	planting	planting	NOUN
hassl-871	143	40	area	area	NOUN
hassl-871	143	41	expansion	expansion	NOUN
hassl-871	143	42	over	over	ADP
hassl-871	143	43	the	the	DET
hassl-871	143	44	past	past	ADJ
hassl-871	143	45	ten	ten	NUM
hassl-871	143	46	years	year	NOUN
hassl-871	143	47	(	(	PUNCT
hassl-871	143	48	office	office	NOUN
hassl-871	143	49	of	of	ADP
hassl-871	143	50	agricultural	agricultural	ADJ
hassl-871	143	51	economics	economic	NOUN
hassl-871	143	52	,	,	PUNCT
hassl-871	143	53	2020a	2020a	NUM
hassl-871	143	54	)	)	PUNCT
hassl-871	143	55	.	.	PUNCT
hassl-871	144	1	nevertheless	nevertheless	ADV
hassl-871	144	2	,	,	PUNCT
hassl-871	144	3	the	the	DET
hassl-871	144	4	durian	durian	NOUN
hassl-871	144	5	planted	plant	VERB
hassl-871	144	6	areas	area	NOUN
hassl-871	144	7	by	by	ADP
hassl-871	144	8	farmers	farmer	NOUN
hassl-871	144	9	in	in	ADP
hassl-871	144	10	thailand	thailand	PROPN
hassl-871	144	11	are	be	AUX
hassl-871	144	12	still	still	ADV
hassl-871	144	13	growing	grow	VERB
hassl-871	144	14	consistently	consistently	ADV
hassl-871	144	15	following	follow	VERB
hassl-871	144	16	the	the	DET
hassl-871	144	17	increasing	increase	VERB
hassl-871	144	18	needs	need	NOUN
hassl-871	144	19	of	of	ADP
hassl-871	144	20	the	the	DET
hassl-871	144	21	domestic	domestic	ADJ
hassl-871	144	22	and	and	CCONJ
hassl-871	144	23	international	international	ADJ
hassl-871	144	24	markets	market	NOUN
hassl-871	144	25	,	,	PUNCT
hassl-871	144	26	especially	especially	ADV
hassl-871	144	27	in	in	ADP
hassl-871	144	28	china	china	PROPN
hassl-871	144	29	,	,	PUNCT
hassl-871	144	30	which	which	PRON
hassl-871	144	31	is	be	AUX
hassl-871	144	32	the	the	DET
hassl-871	144	33	most	most	ADV
hassl-871	144	34	important	important	ADJ
hassl-871	144	35	market	market	NOUN
hassl-871	144	36	for	for	ADP
hassl-871	144	37	thailand	thailand	PROPN
hassl-871	144	38	with	with	ADP
hassl-871	144	39	an	an	DET
hassl-871	144	40	increasing	increase	VERB
hassl-871	144	41	growth	growth	NOUN
hassl-871	144	42	rate	rate	NOUN
hassl-871	144	43	at	at	ADP
hassl-871	144	44	present	present	NOUN
hassl-871	144	45	,	,	PUNCT
hassl-871	144	46	and	and	CCONJ
hassl-871	144	47	has	have	AUX
hassl-871	144	48	driven	drive	VERB
hassl-871	144	49	an	an	DET
hassl-871	144	50	increase	increase	NOUN
hassl-871	144	51	in	in	ADP
hassl-871	144	52	the	the	DET
hassl-871	144	53	durian	durian	NOUN
hassl-871	144	54	planted	plant	VERB
hassl-871	144	55	areas	area	NOUN
hassl-871	144	56	in	in	ADP
hassl-871	144	57	all	all	DET
hassl-871	144	58	regions	region	NOUN
hassl-871	144	59	in	in	ADP
hassl-871	144	60	the	the	DET
hassl-871	144	61	past	past	ADJ
hassl-871	144	62	few	few	ADJ
hassl-871	144	63	years	year	NOUN
hassl-871	144	64	.	.	PUNCT
hassl-871	145	1	the	the	DET
hassl-871	145	2	predictions	prediction	NOUN
hassl-871	145	3	for	for	ADP
hassl-871	145	4	2021	2021	NUM
hassl-871	145	5	estimate	estimate	NOUN
hassl-871	145	6	that	that	SCONJ
hassl-871	145	7	the	the	DET
hassl-871	145	8	quantity	quantity	NOUN
hassl-871	145	9	of	of	ADP
hassl-871	145	10	durian	durian	ADJ
hassl-871	145	11	production	production	NOUN
hassl-871	145	12	in	in	ADP
hassl-871	145	13	thailand	thailand	PROPN
hassl-871	145	14	will	will	AUX
hassl-871	145	15	increase	increase	VERB
hassl-871	145	16	by	by	ADP
hassl-871	145	17	13.480	13.480	NUM
hassl-871	145	18	%	%	NOUN
hassl-871	145	19	and	and	CCONJ
hassl-871	145	20	the	the	DET
hassl-871	145	21	quantity	quantity	NOUN
hassl-871	145	22	of	of	ADP
hassl-871	145	23	durians	durian	NOUN
hassl-871	145	24	exported	export	VERB
hassl-871	145	25	from	from	ADP
hassl-871	145	26	thailand	thailand	PROPN
hassl-871	145	27	to	to	ADP
hassl-871	145	28	the	the	DET
hassl-871	145	29	chinese	chinese	PROPN
hassl-871	145	30	and	and	CCONJ
hassl-871	145	31	the	the	DET
hassl-871	145	32	world	world	NOUN
hassl-871	145	33	markets	market	NOUN
hassl-871	145	34	will	will	AUX
hassl-871	145	35	increase	increase	VERB
hassl-871	145	36	by	by	ADP
hassl-871	145	37	31.299	31.299	NUM
hassl-871	145	38	%	%	NOUN
hassl-871	145	39	and	and	CCONJ
hassl-871	145	40	6.023	6.023	NUM
hassl-871	145	41	%	%	NOUN
hassl-871	145	42	,	,	PUNCT
hassl-871	145	43	respectively.therefore	respectively.therefore	PROPN
hassl-871	145	44	,	,	PUNCT
hassl-871	145	45	the	the	DET
hassl-871	145	46	recommendations	recommendation	NOUN
hassl-871	145	47	from	from	ADP
hassl-871	145	48	this	this	DET
hassl-871	145	49	research	research	NOUN
hassl-871	145	50	focus	focus	NOUN
hassl-871	145	51	on	on	ADP
hassl-871	145	52	the	the	DET
hassl-871	145	53	government	government	NOUN
hassl-871	145	54	and	and	CCONJ
hassl-871	145	55	related	related	ADJ
hassl-871	145	56	stakeholders	stakeholder	NOUN
hassl-871	145	57	,	,	PUNCT
hassl-871	145	58	who	who	PRON
hassl-871	145	59	should	should	AUX
hassl-871	145	60	provide	provide	VERB
hassl-871	145	61	policies	policy	NOUN
hassl-871	145	62	or	or	CCONJ
hassl-871	145	63	implement	implement	VERB
hassl-871	145	64	measures	measure	NOUN
hassl-871	145	65	to	to	PART
hassl-871	145	66	manage	manage	VERB
hassl-871	145	67	durian	durian	ADJ
hassl-871	145	68	demand	demand	NOUN
hassl-871	145	69	and	and	CCONJ
hassl-871	145	70	supply	supply	NOUN
hassl-871	145	71	to	to	PART
hassl-871	145	72	suit	suit	VERB
hassl-871	145	73	the	the	DET
hassl-871	145	74	needs	need	NOUN
hassl-871	145	75	of	of	ADP
hassl-871	145	76	the	the	DET
hassl-871	145	77	domestic	domestic	ADJ
hassl-871	145	78	and	and	CCONJ
hassl-871	145	79	international	international	ADJ
hassl-871	145	80	markets	market	NOUN
hassl-871	145	81	since	since	SCONJ
hassl-871	145	82	it	it	PRON
hassl-871	145	83	can	can	AUX
hassl-871	145	84	cause	cause	VERB
hassl-871	145	85	fluctuations	fluctuation	NOUN
hassl-871	145	86	in	in	ADP
hassl-871	145	87	the	the	DET
hassl-871	145	88	durian	durian	ADJ
hassl-871	145	89	price	price	NOUN
hassl-871	145	90	in	in	ADP
hassl-871	145	91	the	the	DET
hassl-871	145	92	country	country	NOUN
hassl-871	145	93	,	,	PUNCT
hassl-871	145	94	and	and	CCONJ
hassl-871	145	95	an	an	DET
hassl-871	145	96	increase	increase	NOUN
hassl-871	145	97	in	in	ADP
hassl-871	145	98	price	price	NOUN
hassl-871	145	99	could	could	AUX
hassl-871	145	100	discourage	discourage	VERB
hassl-871	145	101	the	the	DET
hassl-871	145	102	thai	thai	ADJ
hassl-871	145	103	people	people	NOUN
hassl-871	145	104	from	from	ADP
hassl-871	145	105	purchasing	purchase	VERB
hassl-871	145	106	durian	durian	ADJ
hassl-871	145	107	products	product	NOUN
hassl-871	145	108	.	.	PUNCT
hassl-871	146	1	even	even	ADV
hassl-871	146	2	though	though	SCONJ
hassl-871	146	3	the	the	DET
hassl-871	146	4	chinese	chinese	ADJ
hassl-871	146	5	market	market	NOUN
hassl-871	146	6	has	have	VERB
hassl-871	146	7	an	an	DET
hassl-871	146	8	increasing	increase	VERB
hassl-871	146	9	durian	durian	ADJ
hassl-871	146	10	consumption	consumption	NOUN
hassl-871	146	11	and	and	CCONJ
hassl-871	146	12	has	have	AUX
hassl-871	146	13	imported	import	VERB
hassl-871	146	14	durian	durian	NOUN
hassl-871	146	15	from	from	ADP
hassl-871	146	16	thailand	thailand	PROPN
hassl-871	146	17	in	in	ADP
hassl-871	146	18	large	large	ADJ
hassl-871	146	19	amounts	amount	NOUN
hassl-871	146	20	,	,	PUNCT
hassl-871	146	21	at	at	ADP
hassl-871	146	22	present	present	ADJ
hassl-871	146	23	,	,	PUNCT
hassl-871	146	24	many	many	ADJ
hassl-871	146	25	countries	country	NOUN
hassl-871	146	26	have	have	AUX
hassl-871	146	27	developed	develop	VERB
hassl-871	146	28	the	the	DET
hassl-871	146	29	same	same	ADJ
hassl-871	146	30	durian	durian	ADJ
hassl-871	146	31	species	specie	NOUN
hassl-871	146	32	as	as	ADP
hassl-871	146	33	thailand	thailand	PROPN
hassl-871	146	34	;	;	PUNCT
hassl-871	146	35	in	in	ADP
hassl-871	146	36	other	other	ADJ
hassl-871	146	37	words	word	NOUN
hassl-871	146	38	,	,	PUNCT
hassl-871	146	39	they	they	PRON
hassl-871	146	40	can	can	AUX
hassl-871	146	41	be	be	AUX
hassl-871	146	42	significant	significant	ADJ
hassl-871	146	43	competitors	competitor	NOUN
hassl-871	146	44	of	of	ADP
hassl-871	146	45	thailand	thailand	PROPN
hassl-871	146	46	in	in	ADP
hassl-871	146	47	the	the	DET
hassl-871	146	48	future	future	NOUN
hassl-871	146	49	and	and	CCONJ
hassl-871	146	50	they	they	PRON
hassl-871	146	51	can	can	AUX
hassl-871	146	52	increase	increase	VERB
hassl-871	146	53	durian	durian	ADJ
hassl-871	146	54	supply	supply	NOUN
hassl-871	146	55	in	in	ADP
hassl-871	146	56	the	the	DET
hassl-871	146	57	world	world	NOUN
hassl-871	146	58	market	market	NOUN
hassl-871	146	59	,	,	PUNCT
hassl-871	146	60	which	which	PRON
hassl-871	146	61	will	will	AUX
hassl-871	146	62	affect	affect	VERB
hassl-871	146	63	the	the	DET
hassl-871	146	64	price	price	NOUN
hassl-871	146	65	of	of	ADP
hassl-871	146	66	durian	durian	NOUN
hassl-871	146	67	.	.	PUNCT
hassl-871	147	1	therefore	therefore	ADV
hassl-871	147	2	,	,	PUNCT
hassl-871	147	3	there	there	PRON
hassl-871	147	4	has	have	VERB
hassl-871	147	5	to	to	PART
hassl-871	147	6	prevent	prevent	VERB
hassl-871	147	7	any	any	DET
hassl-871	147	8	adverse	adverse	ADJ
hassl-871	147	9	effects	effect	NOUN
hassl-871	147	10	impacting	impact	VERB
hassl-871	147	11	the	the	DET
hassl-871	147	12	business	business	NOUN
hassl-871	147	13	of	of	ADP
hassl-871	147	14	durian	durian	ADJ
hassl-871	147	15	entrepreneurs	entrepreneur	NOUN
hassl-871	147	16	as	as	ADV
hassl-871	147	17	well	well	ADV
hassl-871	147	18	as	as	ADP
hassl-871	147	19	the	the	DET
hassl-871	147	20	income	income	NOUN
hassl-871	147	21	of	of	ADP
hassl-871	147	22	durian	durian	ADJ
hassl-871	147	23	farmers	farmer	NOUN
hassl-871	147	24	in	in	ADP
hassl-871	147	25	thailand	thailand	PROPN
hassl-871	147	26	.	.	PUNCT
hassl-871	148	1	in	in	ADP
hassl-871	148	2	addition	addition	NOUN
hassl-871	148	3	,	,	PUNCT
hassl-871	148	4	the	the	DET
hassl-871	148	5	government	government	NOUN
hassl-871	148	6	and	and	CCONJ
hassl-871	148	7	related	relate	VERB
hassl-871	148	8	stakeholders	stakeholder	NOUN
hassl-871	148	9	should	should	AUX
hassl-871	148	10	seek	seek	VERB
hassl-871	148	11	new	new	ADJ
hassl-871	148	12	markets	market	NOUN
hassl-871	148	13	in	in	ADP
hassl-871	148	14	order	order	NOUN
hassl-871	148	15	to	to	PART
hassl-871	148	16	support	support	VERB
hassl-871	148	17	thai	thai	ADJ
hassl-871	148	18	durian	durian	ADJ
hassl-871	148	19	production	production	NOUN
hassl-871	148	20	in	in	ADP
hassl-871	148	21	the	the	DET
hassl-871	148	22	future	future	NOUN
hassl-871	148	23	,	,	PUNCT
hassl-871	148	24	which	which	PRON
hassl-871	148	25	is	be	AUX
hassl-871	148	26	likely	likely	ADJ
hassl-871	148	27	to	to	PART
hassl-871	148	28	increase	increase	VERB
hassl-871	148	29	,	,	PUNCT
hassl-871	148	30	instead	instead	ADV
hassl-871	148	31	of	of	ADP
hassl-871	148	32	depending	depend	VERB
hassl-871	148	33	on	on	ADP
hassl-871	148	34	a	a	DET
hassl-871	148	35	single	single	ADJ
hassl-871	148	36	major	major	ADJ
hassl-871	148	37	market	market	NOUN
hassl-871	148	38	,	,	PUNCT
hassl-871	148	39	such	such	ADJ
hassl-871	148	40	as	as	ADP
hassl-871	148	41	china	china	PROPN
hassl-871	148	42	.	.	PUNCT
hassl-871	149	1	funding	funding	PROPN
hassl-871	149	2	:	:	PUNCT
hassl-871	149	3	this	this	DET
hassl-871	149	4	study	study	NOUN
hassl-871	149	5	received	receive	VERB
hassl-871	149	6	no	no	DET
hassl-871	149	7	specific	specific	ADJ
hassl-871	149	8	financial	financial	ADJ
hassl-871	149	9	support	support	NOUN
hassl-871	149	10	.	.	PUNCT
hassl-871	150	1	competing	compete	VERB
hassl-871	150	2	interests	interest	NOUN
hassl-871	150	3	:	:	PUNCT
hassl-871	150	4	the	the	DET
hassl-871	150	5	authors	author	NOUN
hassl-871	150	6	declare	declare	VERB
hassl-871	150	7	that	that	SCONJ
hassl-871	150	8	they	they	PRON
hassl-871	150	9	have	have	VERB
hassl-871	150	10	no	no	DET
hassl-871	150	11	competing	compete	VERB
hassl-871	150	12	interests	interest	NOUN
hassl-871	150	13	.	.	PUNCT
hassl-871	151	1	acknowledgement	acknowledgement	NOUN
hassl-871	151	2	:	:	PUNCT
hassl-871	151	3	all	all	DET
hassl-871	151	4	authors	author	NOUN
hassl-871	151	5	contributed	contribute	VERB
hassl-871	151	6	equally	equally	ADV
hassl-871	151	7	to	to	ADP
hassl-871	151	8	the	the	DET
hassl-871	151	9	conception	conception	NOUN
hassl-871	151	10	and	and	CCONJ
hassl-871	151	11	design	design	NOUN
hassl-871	151	12	of	of	ADP
hassl-871	151	13	the	the	DET
hassl-871	151	14	study	study	NOUN
hassl-871	151	15	.	.	PUNCT
hassl-871	152	1	references	reference	NOUN
hassl-871	152	2	box	box	PROPN
hassl-871	152	3	,	,	PUNCT
hassl-871	152	4	g.	g.	PROPN
hassl-871	152	5	e.	e.	PROPN
hassl-871	152	6	p.	p.	PROPN
hassl-871	152	7	,	,	PUNCT
hassl-871	152	8	jenkins	jenkins	PROPN
hassl-871	152	9	,	,	PUNCT
hassl-871	152	10	g.	g.	PROPN
hassl-871	152	11	m.	m.	PROPN
hassl-871	152	12	,	,	PUNCT
hassl-871	152	13	&	&	CCONJ
hassl-871	152	14	reinsel	reinsel	PROPN
hassl-871	152	15	,	,	PUNCT
hassl-871	152	16	g.	g.	PROPN
hassl-871	152	17	c.	c.	PROPN
hassl-871	152	18	(	(	PUNCT
hassl-871	152	19	1994	1994	NUM
hassl-871	152	20	)	)	PUNCT
hassl-871	152	21	.	.	PUNCT
hassl-871	153	1	time	time	PROPN
hassl-871	153	2	series	series	PROPN
hassl-871	153	3	analysis	analysis	NOUN
hassl-871	153	4	:	:	PUNCT
hassl-871	153	5	forecasting	forecasting	NOUN
hassl-871	153	6	and	and	CCONJ
hassl-871	153	7	control	control	NOUN
hassl-871	153	8	(	(	PUNCT
hassl-871	153	9	3rd	3rd	ADJ
hassl-871	153	10	ed	ed	NOUN
hassl-871	153	11	.	.	PUNCT
hassl-871	153	12	)	)	PUNCT
hassl-871	153	13	.	.	PUNCT
hassl-871	154	1	new	new	PROPN
hassl-871	154	2	jersey	jersey	PROPN
hassl-871	154	3	:	:	PUNCT
hassl-871	154	4	englewood	englewood	PROPN
hassl-871	154	5	cliffs	cliffs	PROPN
hassl-871	154	6	prentice	prentice	NOUN
hassl-871	154	7	-	-	PUNCT
hassl-871	154	8	hall	hall	NOUN
hassl-871	154	9	.	.	PUNCT
hassl-871	155	1	co	co	PROPN
hassl-871	155	2	,	,	PUNCT
hassl-871	155	3	h.	h.	PROPN
hassl-871	155	4	c.	c.	PROPN
hassl-871	155	5	,	,	PUNCT
hassl-871	155	6	&	&	CCONJ
hassl-871	155	7	boosarawongse	boosarawongse	PROPN
hassl-871	155	8	,	,	PUNCT
hassl-871	155	9	r.	r.	PROPN
hassl-871	155	10	(	(	PUNCT
hassl-871	155	11	2007	2007	NUM
hassl-871	155	12	)	)	PUNCT
hassl-871	155	13	.	.	PUNCT
hassl-871	156	1	forecasting	forecast	VERB
hassl-871	156	2	thailand	thailand	PROPN
hassl-871	156	3	’s	’s	PART
hassl-871	156	4	rice	rice	NOUN
hassl-871	156	5	export	export	NOUN
hassl-871	156	6	:	:	PUNCT
hassl-871	156	7	statistical	statistical	ADJ
hassl-871	156	8	techniques	technique	NOUN
hassl-871	156	9	vs.	vs.	ADP
hassl-871	156	10	artificial	artificial	ADJ
hassl-871	156	11	neural	neural	ADJ
hassl-871	156	12	networks	network	NOUN
hassl-871	156	13	.	.	PUNCT
hassl-871	157	1	computers	computer	NOUN
hassl-871	157	2	&	&	CCONJ
hassl-871	157	3	industrial	industrial	ADJ
hassl-871	157	4	engineering	engineering	NOUN
hassl-871	157	5	,	,	PUNCT
hassl-871	157	6	53(4	53(4	NOUN
hassl-871	157	7	)	)	PUNCT
hassl-871	157	8	,	,	PUNCT
hassl-871	157	9	610	610	NUM
hassl-871	157	10	-	-	SYM
hassl-871	157	11	627	627	NUM
hassl-871	157	12	.	.	PUNCT
hassl-871	157	13	available	available	ADJ
hassl-871	157	14	at	at	ADP
hassl-871	157	15	:	:	PUNCT
hassl-871	157	16	https://doi.org/10.1016/j.cie.2007.06.005	https://doi.org/10.1016/j.cie.2007.06.005	PROPN
hassl-871	157	17	.	.	PROPN
hassl-871	157	18	dickey	dickey	PROPN
hassl-871	157	19	,	,	PUNCT
hassl-871	157	20	d.	d.	PROPN
hassl-871	157	21	a.	a.	PROPN
hassl-871	157	22	,	,	PUNCT
hassl-871	157	23	&	&	CCONJ
hassl-871	157	24	fuller	full	ADJ
hassl-871	157	25	,	,	PUNCT
hassl-871	157	26	w.	w.	PROPN
hassl-871	157	27	a.	a.	PROPN
hassl-871	157	28	(	(	PUNCT
hassl-871	157	29	1979	1979	NUM
hassl-871	157	30	)	)	PUNCT
hassl-871	157	31	.	.	PUNCT
hassl-871	158	1	distribution	distribution	NOUN
hassl-871	158	2	of	of	ADP
hassl-871	158	3	the	the	DET
hassl-871	158	4	estimators	estimator	NOUN
hassl-871	158	5	for	for	ADP
hassl-871	158	6	autoregressive	autoregressive	ADJ
hassl-871	158	7	time	time	NOUN
hassl-871	158	8	series	series	NOUN
hassl-871	158	9	with	with	ADP
hassl-871	158	10	a	a	DET
hassl-871	158	11	unit	unit	NOUN
hassl-871	158	12	root	root	NOUN
hassl-871	158	13	.	.	PUNCT
hassl-871	159	1	journal	journal	NOUN
hassl-871	159	2	of	of	ADP
hassl-871	159	3	the	the	DET
hassl-871	159	4	american	american	PROPN
hassl-871	159	5	statistical	statistical	PROPN
hassl-871	159	6	association	association	NOUN
hassl-871	159	7	,	,	PUNCT
hassl-871	159	8	74(366a	74(366a	NUM
hassl-871	159	9	)	)	PUNCT
hassl-871	159	10	,	,	PUNCT
hassl-871	159	11	427	427	NUM
hassl-871	159	12	-	-	SYM
hassl-871	159	13	431	431	NUM
hassl-871	159	14	.	.	PUNCT
hassl-871	160	1	available	available	ADJ
hassl-871	160	2	at	at	ADP
hassl-871	160	3	:	:	PUNCT
hassl-871	160	4	https://doi.org/10.1080/01621459.1979.10482531	https://doi.org/10.1080/01621459.1979.10482531	PROPN
hassl-871	160	5	.	.	PUNCT
hassl-871	160	6	humanities	humanity	NOUN
hassl-871	160	7	and	and	CCONJ
hassl-871	160	8	social	social	ADJ
hassl-871	160	9	sciences	science	NOUN
hassl-871	160	10	letters	letter	NOUN
hassl-871	160	11	,	,	PUNCT
hassl-871	160	12	2020	2020	NUM
hassl-871	160	13	,	,	PUNCT
hassl-871	160	14	8(4	8(4	NUM
hassl-871	160	15	):	):	PUNCT
hassl-871	160	16	430	430	NUM
hassl-871	160	17	-	-	SYM
hassl-871	160	18	437	437	NUM
hassl-871	160	19	437	437	NUM
hassl-871	160	20	©	©	PROPN
hassl-871	160	21	2020	2020	NUM
hassl-871	160	22	conscientia	conscientia	PROPN
hassl-871	160	23	beam	beam	PROPN
hassl-871	160	24	.	.	PUNCT
hassl-871	161	1	all	all	DET
hassl-871	161	2	rights	right	NOUN
hassl-871	161	3	reserved	reserve	VERB
hassl-871	161	4	.	.	PUNCT
hassl-871	162	1	dickey	dickey	PROPN
hassl-871	162	2	,	,	PUNCT
hassl-871	162	3	d.	d.	PROPN
hassl-871	162	4	a.	a.	PROPN
hassl-871	162	5	,	,	PUNCT
hassl-871	162	6	&	&	CCONJ
hassl-871	162	7	fuller	full	ADJ
hassl-871	162	8	,	,	PUNCT
hassl-871	162	9	w.	w.	PROPN
hassl-871	162	10	a.	a.	PROPN
hassl-871	162	11	(	(	PUNCT
hassl-871	162	12	1981	1981	NUM
hassl-871	162	13	)	)	PUNCT
hassl-871	162	14	.	.	PUNCT
hassl-871	163	1	likelihood	likelihood	NOUN
hassl-871	163	2	ratio	ratio	NOUN
hassl-871	163	3	statistics	statistic	NOUN
hassl-871	163	4	for	for	ADP
hassl-871	163	5	autoregressive	autoregressive	ADJ
hassl-871	163	6	time	time	NOUN
hassl-871	163	7	series	series	NOUN
hassl-871	163	8	with	with	ADP
hassl-871	163	9	a	a	DET
hassl-871	163	10	unit	unit	NOUN
hassl-871	163	11	root	root	NOUN
hassl-871	163	12	.	.	PUNCT
hassl-871	164	1	econometrica	econometrica	PROPN
hassl-871	164	2	:	:	PUNCT
hassl-871	164	3	journal	journal	NOUN
hassl-871	164	4	of	of	ADP
hassl-871	164	5	the	the	DET
hassl-871	164	6	econometric	econometric	ADJ
hassl-871	164	7	society	society	NOUN
hassl-871	164	8	,	,	PUNCT
hassl-871	164	9	49(4	49(4	NOUN
hassl-871	164	10	)	)	PUNCT
hassl-871	164	11	,	,	PUNCT
hassl-871	164	12	1057	1057	NUM
hassl-871	164	13	-	-	SYM
hassl-871	164	14	1072	1072	NUM
hassl-871	164	15	.	.	PUNCT
hassl-871	165	1	granger	granger	PROPN
hassl-871	165	2	,	,	PUNCT
hassl-871	165	3	c.	c.	PROPN
hassl-871	165	4	w.	w.	PROPN
hassl-871	165	5	j.	j.	PROPN
hassl-871	165	6	,	,	PUNCT
hassl-871	165	7	&	&	CCONJ
hassl-871	165	8	newbold	newbold	PROPN
hassl-871	165	9	,	,	PUNCT
hassl-871	165	10	p.	p.	NOUN
hassl-871	165	11	(	(	PUNCT
hassl-871	165	12	1974	1974	NUM
hassl-871	165	13	)	)	PUNCT
hassl-871	165	14	.	.	PUNCT
hassl-871	166	1	spurious	spurious	ADJ
hassl-871	166	2	regressions	regression	NOUN
hassl-871	166	3	in	in	ADP
hassl-871	166	4	econometrics	econometric	NOUN
hassl-871	166	5	.	.	PUNCT
hassl-871	167	1	journal	journal	PROPN
hassl-871	167	2	of	of	ADP
hassl-871	167	3	econometrics	econometric	NOUN
hassl-871	167	4	,	,	PUNCT
hassl-871	167	5	2(2	2(2	NUM
hassl-871	167	6	)	)	PUNCT
hassl-871	167	7	,	,	PUNCT
hassl-871	167	8	111	111	NUM
hassl-871	167	9	-	-	SYM
hassl-871	167	10	120	120	NUM
hassl-871	167	11	.	.	PUNCT
hassl-871	168	1	gujarati	gujarati	PROPN
hassl-871	168	2	,	,	PUNCT
hassl-871	168	3	d.	d.	PROPN
hassl-871	168	4	n.	n.	PROPN
hassl-871	168	5	,	,	PUNCT
hassl-871	168	6	&	&	CCONJ
hassl-871	168	7	porter	porter	PROPN
hassl-871	168	8	,	,	PUNCT
hassl-871	168	9	d.	d.	PROPN
hassl-871	168	10	c.	c.	PROPN
hassl-871	168	11	(	(	PUNCT
hassl-871	168	12	2009	2009	NUM
hassl-871	168	13	)	)	PUNCT
hassl-871	168	14	.	.	PUNCT
hassl-871	169	1	basic	basic	ADJ
hassl-871	169	2	econometrics	econometric	NOUN
hassl-871	169	3	(	(	PUNCT
hassl-871	169	4	5th	5th	ADJ
hassl-871	169	5	ed	ed	NOUN
hassl-871	169	6	.	.	PUNCT
hassl-871	169	7	)	)	PUNCT
hassl-871	169	8	.	.	PUNCT
hassl-871	170	1	new	new	PROPN
hassl-871	170	2	york	york	PROPN
hassl-871	170	3	:	:	PUNCT
hassl-871	170	4	mcgraw	mcgraw	PROPN
hassl-871	170	5	hill	hill	PROPN
hassl-871	170	6	.	.	PUNCT
hassl-871	171	1	iqbal	iqbal	PROPN
hassl-871	171	2	,	,	PUNCT
hassl-871	171	3	n.	n.	PROPN
hassl-871	171	4	,	,	PUNCT
hassl-871	171	5	bakhsh	bakhsh	PROPN
hassl-871	171	6	,	,	PUNCT
hassl-871	171	7	k.	k.	PROPN
hassl-871	171	8	,	,	PUNCT
hassl-871	171	9	maqbool	maqbool	PROPN
hassl-871	171	10	,	,	PUNCT
hassl-871	171	11	a.	a.	PROPN
hassl-871	171	12	,	,	PUNCT
hassl-871	171	13	&	&	CCONJ
hassl-871	171	14	ahmad	ahmad	PROPN
hassl-871	171	15	,	,	PUNCT
hassl-871	171	16	a.	a.	PROPN
hassl-871	171	17	s.	s.	PROPN
hassl-871	171	18	(	(	PUNCT
hassl-871	171	19	2005	2005	NUM
hassl-871	171	20	)	)	PUNCT
hassl-871	171	21	.	.	PUNCT
hassl-871	172	1	use	use	NOUN
hassl-871	172	2	of	of	ADP
hassl-871	172	3	the	the	DET
hassl-871	172	4	arima	arima	PROPN
hassl-871	172	5	model	model	NOUN
hassl-871	172	6	for	for	ADP
hassl-871	172	7	forecasting	forecasting	NOUN
hassl-871	172	8	wheat	wheat	NOUN
hassl-871	172	9	area	area	NOUN
hassl-871	172	10	and	and	CCONJ
hassl-871	172	11	production	production	NOUN
hassl-871	172	12	in	in	ADP
hassl-871	172	13	pakistan	pakistan	PROPN
hassl-871	172	14	.	.	PUNCT
hassl-871	173	1	journal	journal	PROPN
hassl-871	173	2	of	of	ADP
hassl-871	173	3	agriculture	agriculture	NOUN
hassl-871	173	4	and	and	CCONJ
hassl-871	173	5	social	social	ADJ
hassl-871	173	6	sciences	science	NOUN
hassl-871	173	7	,	,	PUNCT
hassl-871	173	8	1(2	1(2	NUM
hassl-871	173	9	)	)	PUNCT
hassl-871	173	10	,	,	PUNCT
hassl-871	173	11	120	120	NUM
hassl-871	173	12	-	-	SYM
hassl-871	173	13	122	122	NUM
hassl-871	173	14	.	.	PUNCT
hassl-871	174	1	jatuporn	jatuporn	PROPN
hassl-871	174	2	,	,	PUNCT
hassl-871	174	3	c.	c.	PROPN
hassl-871	174	4	,	,	PUNCT
hassl-871	174	5	&	&	CCONJ
hassl-871	174	6	sukprasert	sukprasert	PROPN
hassl-871	174	7	,	,	PUNCT
hassl-871	174	8	p.	p.	NOUN
hassl-871	174	9	(	(	PUNCT
hassl-871	174	10	2016	2016	NUM
hassl-871	174	11	)	)	PUNCT
hassl-871	174	12	.	.	PUNCT
hassl-871	175	1	forecasting	forecasting	NOUN
hassl-871	175	2	models	model	NOUN
hassl-871	175	3	for	for	ADP
hassl-871	175	4	rubber	rubber	NOUN
hassl-871	175	5	production	production	NOUN
hassl-871	175	6	and	and	CCONJ
hassl-871	175	7	export	export	NOUN
hassl-871	175	8	quantity	quantity	NOUN
hassl-871	175	9	of	of	ADP
hassl-871	175	10	thailand	thailand	PROPN
hassl-871	175	11	.	.	PUNCT
hassl-871	176	1	khon	khon	PROPN
hassl-871	176	2	kaen	kaen	PROPN
hassl-871	176	3	agriculture	agriculture	PROPN
hassl-871	176	4	journal	journal	PROPN
hassl-871	176	5	,	,	PUNCT
hassl-871	176	6	44(2	44(2	NOUN
hassl-871	176	7	)	)	PUNCT
hassl-871	176	8	,	,	PUNCT
hassl-871	176	9	219	219	NUM
hassl-871	176	10	-	-	SYM
hassl-871	176	11	228	228	NUM
hassl-871	176	12	.	.	PUNCT
hassl-871	177	1	kulthatpong	kulthatpong	PROPN
hassl-871	177	2	,	,	PUNCT
hassl-871	177	3	p.	p.	PROPN
hassl-871	177	4	,	,	PUNCT
hassl-871	177	5	jatuporn	jatuporn	PROPN
hassl-871	177	6	,	,	PUNCT
hassl-871	177	7	c.	c.	PROPN
hassl-871	177	8	,	,	PUNCT
hassl-871	177	9	&	&	CCONJ
hassl-871	177	10	toyama	toyama	PROPN
hassl-871	177	11	,	,	PUNCT
hassl-871	177	12	m.	m.	NOUN
hassl-871	177	13	(	(	PUNCT
hassl-871	177	14	2019	2019	NUM
hassl-871	177	15	)	)	PUNCT
hassl-871	177	16	.	.	PUNCT
hassl-871	178	1	forecasting	forecast	VERB
hassl-871	178	2	the	the	DET
hassl-871	178	3	number	number	NOUN
hassl-871	178	4	of	of	ADP
hassl-871	178	5	migrant	migrant	ADJ
hassl-871	178	6	workers	worker	NOUN
hassl-871	178	7	in	in	ADP
hassl-871	178	8	thailand	thailand	PROPN
hassl-871	178	9	:	:	PUNCT
hassl-871	178	10	empirical	empirical	ADJ
hassl-871	178	11	study	study	NOUN
hassl-871	178	12	and	and	CCONJ
hassl-871	178	13	discussion	discussion	NOUN
hassl-871	178	14	.	.	PUNCT
hassl-871	179	1	st	st	PROPN
hassl-871	179	2	.	.	PROPN
hassl-871	179	3	theresa	theresa	PROPN
hassl-871	179	4	journal	journal	PROPN
hassl-871	179	5	of	of	ADP
hassl-871	179	6	humanities	humanity	NOUN
hassl-871	179	7	and	and	CCONJ
hassl-871	179	8	social	social	ADJ
hassl-871	179	9	sciences	science	NOUN
hassl-871	179	10	,	,	PUNCT
hassl-871	179	11	5(2	5(2	NUM
hassl-871	179	12	)	)	PUNCT
hassl-871	179	13	,	,	PUNCT
hassl-871	179	14	1	1	NUM
hassl-871	179	15	-	-	SYM
hassl-871	179	16	18	18	NUM
hassl-871	179	17	.	.	PUNCT
hassl-871	180	1	lai	lai	PROPN
hassl-871	180	2	,	,	PUNCT
hassl-871	180	3	y.	y.	PROPN
hassl-871	180	4	,	,	PUNCT
hassl-871	180	5	&	&	CCONJ
hassl-871	180	6	dzombak	dzombak	PROPN
hassl-871	180	7	,	,	PUNCT
hassl-871	180	8	d.	d.	PROPN
hassl-871	180	9	a.	a.	PROPN
hassl-871	180	10	(	(	PUNCT
hassl-871	180	11	2020	2020	NUM
hassl-871	180	12	)	)	PUNCT
hassl-871	180	13	.	.	PUNCT
hassl-871	181	1	use	use	NOUN
hassl-871	181	2	of	of	ADP
hassl-871	181	3	the	the	DET
hassl-871	181	4	autoregressive	autoregressive	ADJ
hassl-871	181	5	integrated	integrated	ADJ
hassl-871	181	6	moving	move	VERB
hassl-871	181	7	average	average	ADJ
hassl-871	181	8	(	(	PUNCT
hassl-871	181	9	arima	arima	PROPN
hassl-871	181	10	)	)	PUNCT
hassl-871	181	11	model	model	NOUN
hassl-871	181	12	to	to	PART
hassl-871	181	13	forecast	forecast	VERB
hassl-871	181	14	near	near	ADJ
hassl-871	181	15	-	-	PUNCT
hassl-871	181	16	term	term	NOUN
hassl-871	181	17	regional	regional	ADJ
hassl-871	181	18	temperature	temperature	NOUN
hassl-871	181	19	and	and	CCONJ
hassl-871	181	20	precipitation	precipitation	NOUN
hassl-871	181	21	.	.	PUNCT
hassl-871	182	1	weather	weather	NOUN
hassl-871	182	2	and	and	CCONJ
hassl-871	182	3	forecasting	forecasting	NOUN
hassl-871	182	4	,	,	PUNCT
hassl-871	182	5	35(3	35(3	NUM
hassl-871	182	6	)	)	PUNCT
hassl-871	182	7	,	,	PUNCT
hassl-871	182	8	959	959	NUM
hassl-871	182	9	-	-	SYM
hassl-871	182	10	976	976	NUM
hassl-871	182	11	.	.	PUNCT
hassl-871	183	1	lim	lim	PROPN
hassl-871	183	2	,	,	PUNCT
hassl-871	183	3	c.	c.	PROPN
hassl-871	183	4	,	,	PUNCT
hassl-871	183	5	chang	chang	PROPN
hassl-871	183	6	,	,	PUNCT
hassl-871	183	7	c.	c.	PROPN
hassl-871	183	8	,	,	PUNCT
hassl-871	183	9	&	&	CCONJ
hassl-871	183	10	mcaleer	mcaleer	NOUN
hassl-871	183	11	,	,	PUNCT
hassl-871	183	12	m.	m.	NOUN
hassl-871	183	13	(	(	PUNCT
hassl-871	183	14	2009	2009	NUM
hassl-871	183	15	)	)	PUNCT
hassl-871	183	16	.	.	PUNCT
hassl-871	184	1	forecasting	forecasting	NOUN
hassl-871	184	2	h	h	PROPN
hassl-871	184	3	(	(	PUNCT
hassl-871	184	4	m	m	NOUN
hassl-871	184	5	)	)	PUNCT
hassl-871	184	6	otel	otel	PROPN
hassl-871	184	7	guest	guest	NOUN
hassl-871	184	8	nights	night	NOUN
hassl-871	184	9	in	in	ADP
hassl-871	184	10	new	new	PROPN
hassl-871	184	11	zealand	zealand	PROPN
hassl-871	184	12	.	.	PUNCT
hassl-871	185	1	international	international	PROPN
hassl-871	185	2	journal	journal	PROPN
hassl-871	185	3	of	of	ADP
hassl-871	185	4	hospitality	hospitality	PROPN
hassl-871	185	5	management	management	NOUN
hassl-871	185	6	,	,	PUNCT
hassl-871	185	7	28(2	28(2	NUM
hassl-871	185	8	)	)	PUNCT
hassl-871	185	9	,	,	PUNCT
hassl-871	185	10	228	228	NUM
hassl-871	185	11	-	-	SYM
hassl-871	185	12	235	235	NUM
hassl-871	185	13	.	.	PUNCT
hassl-871	186	1	makridakis	makridakis	PROPN
hassl-871	186	2	,	,	PUNCT
hassl-871	186	3	s.	s.	PROPN
hassl-871	186	4	,	,	PUNCT
hassl-871	186	5	wheelwright	wheelwright	NOUN
hassl-871	186	6	,	,	PUNCT
hassl-871	186	7	s.	s.	PROPN
hassl-871	186	8	,	,	PUNCT
hassl-871	186	9	&	&	CCONJ
hassl-871	186	10	hyndman	hyndman	PROPN
hassl-871	186	11	,	,	PUNCT
hassl-871	186	12	r.	r.	PROPN
hassl-871	186	13	j.	j.	PROPN
hassl-871	186	14	(	(	PUNCT
hassl-871	186	15	1998	1998	NUM
hassl-871	186	16	)	)	PUNCT
hassl-871	186	17	.	.	PUNCT
hassl-871	187	1	forecasting	forecasting	NOUN
hassl-871	187	2	methods	method	NOUN
hassl-871	187	3	and	and	CCONJ
hassl-871	187	4	applications	application	NOUN
hassl-871	187	5	(	(	PUNCT
hassl-871	187	6	3rd	3rd	ADJ
hassl-871	187	7	ed	ed	NOUN
hassl-871	187	8	.	.	PUNCT
hassl-871	187	9	)	)	PUNCT
hassl-871	187	10	.	.	PUNCT
hassl-871	188	1	new	new	PROPN
hassl-871	188	2	york	york	PROPN
hassl-871	188	3	:	:	PUNCT
hassl-871	188	4	john	john	PROPN
hassl-871	188	5	wiley	wiley	PROPN
hassl-871	188	6	&	&	CCONJ
hassl-871	188	7	sons	son	NOUN
hassl-871	188	8	.	.	PUNCT
hassl-871	189	1	masood	masood	PROPN
hassl-871	189	2	,	,	PUNCT
hassl-871	189	3	m.	m.	NOUN
hassl-871	189	4	a.	a.	PROPN
hassl-871	189	5	,	,	PUNCT
hassl-871	189	6	raza	raza	PROPN
hassl-871	189	7	,	,	PUNCT
hassl-871	189	8	i.	i.	PROPN
hassl-871	189	9	,	,	PUNCT
hassl-871	189	10	&	&	CCONJ
hassl-871	189	11	abid	abid	PROPN
hassl-871	189	12	,	,	PUNCT
hassl-871	189	13	s.	s.	PROPN
hassl-871	189	14	(	(	PUNCT
hassl-871	189	15	2018	2018	NUM
hassl-871	189	16	)	)	PUNCT
hassl-871	189	17	.	.	PUNCT
hassl-871	190	1	forecasting	forecast	VERB
hassl-871	190	2	wheat	wheat	NOUN
hassl-871	190	3	production	production	NOUN
hassl-871	190	4	using	use	VERB
hassl-871	190	5	time	time	NOUN
hassl-871	190	6	series	series	PROPN
hassl-871	190	7	models	model	NOUN
hassl-871	190	8	in	in	ADP
hassl-871	190	9	pakistan	pakistan	PROPN
hassl-871	190	10	.	.	PUNCT
hassl-871	191	1	asian	asian	ADJ
hassl-871	191	2	journal	journal	PROPN
hassl-871	191	3	of	of	ADP
hassl-871	191	4	agriculture	agriculture	NOUN
hassl-871	191	5	and	and	CCONJ
hassl-871	191	6	rural	rural	ADJ
hassl-871	191	7	development	development	NOUN
hassl-871	191	8	,	,	PUNCT
hassl-871	191	9	8(2	8(2	NUM
hassl-871	191	10	)	)	PUNCT
hassl-871	191	11	,	,	PUNCT
hassl-871	191	12	172	172	NUM
hassl-871	191	13	-	-	SYM
hassl-871	191	14	177	177	NUM
hassl-871	191	15	.	.	PUNCT
hassl-871	192	1	mgaya	mgaya	PROPN
hassl-871	192	2	,	,	PUNCT
hassl-871	192	3	j.	j.	PROPN
hassl-871	192	4	f.	f.	PROPN
hassl-871	192	5	(	(	PUNCT
hassl-871	192	6	2019	2019	NUM
hassl-871	192	7	)	)	PUNCT
hassl-871	192	8	.	.	PUNCT
hassl-871	193	1	application	application	NOUN
hassl-871	193	2	of	of	ADP
hassl-871	193	3	arima	arima	NOUN
hassl-871	193	4	models	model	NOUN
hassl-871	193	5	in	in	ADP
hassl-871	193	6	forecasting	forecast	VERB
hassl-871	193	7	livestock	livestock	NOUN
hassl-871	193	8	products	product	NOUN
hassl-871	193	9	consumption	consumption	NOUN
hassl-871	193	10	in	in	ADP
hassl-871	193	11	tanzania	tanzania	PROPN
hassl-871	193	12	.	.	PUNCT
hassl-871	194	1	cogent	cogent	NOUN
hassl-871	194	2	food	food	PROPN
hassl-871	194	3	&	&	CCONJ
hassl-871	194	4	agriculture	agriculture	PROPN
hassl-871	194	5	,	,	PUNCT
hassl-871	194	6	5(1	5(1	NUM
hassl-871	194	7	)	)	PUNCT
hassl-871	194	8	,	,	PUNCT
hassl-871	194	9	1607430	1607430	NUM
hassl-871	194	10	.	.	PUNCT
hassl-871	195	1	available	available	ADJ
hassl-871	195	2	at	at	ADP
hassl-871	195	3	:	:	PUNCT
hassl-871	195	4	https://doi.org/10.1080/23311932.2019.1607430	https://doi.org/10.1080/23311932.2019.1607430	PROPN
hassl-871	195	5	.	.	PUNCT
hassl-871	195	6	nath	nath	PROPN
hassl-871	195	7	,	,	PUNCT
hassl-871	195	8	b.	b.	PROPN
hassl-871	195	9	,	,	PUNCT
hassl-871	195	10	dhakre	dhakre	PROPN
hassl-871	195	11	,	,	PUNCT
hassl-871	195	12	d.	d.	PROPN
hassl-871	195	13	,	,	PUNCT
hassl-871	195	14	&	&	CCONJ
hassl-871	195	15	bhattacharya	bhattacharya	PROPN
hassl-871	195	16	,	,	PUNCT
hassl-871	195	17	d.	d.	PROPN
hassl-871	195	18	(	(	PUNCT
hassl-871	195	19	2019	2019	NUM
hassl-871	195	20	)	)	PUNCT
hassl-871	195	21	.	.	PUNCT
hassl-871	196	1	forecasting	forecast	VERB
hassl-871	196	2	wheat	wheat	NOUN
hassl-871	196	3	production	production	NOUN
hassl-871	196	4	in	in	ADP
hassl-871	196	5	india	india	PROPN
hassl-871	196	6	:	:	PUNCT
hassl-871	196	7	an	an	DET
hassl-871	196	8	arima	arima	PROPN
hassl-871	196	9	modelling	model	VERB
hassl-871	196	10	approach	approach	NOUN
hassl-871	196	11	.	.	PUNCT
hassl-871	197	1	journal	journal	NOUN
hassl-871	197	2	of	of	ADP
hassl-871	197	3	pharmacognosy	pharmacognosy	NOUN
hassl-871	197	4	and	and	CCONJ
hassl-871	197	5	phytochemistry	phytochemistry	NOUN
hassl-871	197	6	,	,	PUNCT
hassl-871	197	7	8(1	8(1	NOUN
hassl-871	197	8	)	)	PUNCT
hassl-871	197	9	,	,	PUNCT
hassl-871	197	10	2158	2158	NUM
hassl-871	197	11	-	-	SYM
hassl-871	197	12	2165	2165	NUM
hassl-871	197	13	.	.	PUNCT
hassl-871	198	1	office	office	NOUN
hassl-871	198	2	of	of	ADP
hassl-871	198	3	agricultural	agricultural	ADJ
hassl-871	198	4	economics	economic	NOUN
hassl-871	198	5	.	.	PUNCT
hassl-871	199	1	(	(	PUNCT
hassl-871	199	2	2020a	2020a	NUM
hassl-871	199	3	)	)	PUNCT
hassl-871	199	4	.	.	PUNCT
hassl-871	200	1	agricultural	agricultural	ADJ
hassl-871	200	2	statistics	statistic	NOUN
hassl-871	200	3	of	of	ADP
hassl-871	200	4	thailand	thailand	PROPN
hassl-871	200	5	2019	2019	NUM
hassl-871	200	6	.	.	PUNCT
hassl-871	201	1	bangkok	bangkok	PROPN
hassl-871	201	2	:	:	PUNCT
hassl-871	201	3	thailand	thailand	PROPN
hassl-871	201	4	:	:	PUNCT
hassl-871	201	5	center	center	NOUN
hassl-871	201	6	of	of	ADP
hassl-871	201	7	agricultural	agricultural	ADJ
hassl-871	201	8	information	information	NOUN
hassl-871	201	9	,	,	PUNCT
hassl-871	201	10	office	office	NOUN
hassl-871	201	11	of	of	ADP
hassl-871	201	12	agricultural	agricultural	ADJ
hassl-871	201	13	economics	economic	NOUN
hassl-871	201	14	.	.	PUNCT
hassl-871	202	1	office	office	NOUN
hassl-871	202	2	of	of	ADP
hassl-871	202	3	agricultural	agricultural	ADJ
hassl-871	202	4	economics	economic	NOUN
hassl-871	202	5	.	.	PUNCT
hassl-871	203	1	(	(	PUNCT
hassl-871	203	2	2020b	2020b	NUM
hassl-871	203	3	)	)	PUNCT
hassl-871	203	4	.	.	PUNCT
hassl-871	204	1	agricultural	agricultural	ADJ
hassl-871	204	2	economics	economic	NOUN
hassl-871	204	3	information	information	NOUN
hassl-871	204	4	by	by	ADP
hassl-871	204	5	product	product	NOUN
hassl-871	204	6	in	in	ADP
hassl-871	204	7	2019	2019	NUM
hassl-871	204	8	.	.	PUNCT
hassl-871	205	1	bangkok	bangkok	PROPN
hassl-871	205	2	:	:	PUNCT
hassl-871	205	3	thailand	thailand	PROPN
hassl-871	205	4	:	:	PUNCT
hassl-871	205	5	center	center	NOUN
hassl-871	205	6	of	of	ADP
hassl-871	205	7	agricultural	agricultural	ADJ
hassl-871	205	8	information	information	NOUN
hassl-871	205	9	,	,	PUNCT
hassl-871	205	10	office	office	NOUN
hassl-871	205	11	of	of	ADP
hassl-871	205	12	agricultural	agricultural	ADJ
hassl-871	205	13	economics	economic	NOUN
hassl-871	205	14	.	.	PUNCT
hassl-871	206	1	office	office	NOUN
hassl-871	206	2	of	of	ADP
hassl-871	206	3	the	the	DET
hassl-871	206	4	permanent	permanent	ADJ
hassl-871	206	5	secretary	secretary	NOUN
hassl-871	206	6	.	.	PUNCT
hassl-871	207	1	(	(	PUNCT
hassl-871	207	2	2020	2020	NUM
hassl-871	207	3	)	)	PUNCT
hassl-871	207	4	.	.	PUNCT
hassl-871	208	1	import	import	NOUN
hassl-871	208	2	of	of	ADP
hassl-871	208	3	thailand	thailand	PROPN
hassl-871	208	4	classified	classify	VERB
hassl-871	208	5	by	by	ADP
hassl-871	208	6	commodity	commodity	NOUN
hassl-871	208	7	.	.	PUNCT
hassl-871	209	1	bangkok	bangkok	PROPN
hassl-871	209	2	:	:	PUNCT
hassl-871	209	3	thailand	thailand	PROPN
hassl-871	209	4	:	:	PUNCT
hassl-871	209	5	information	information	NOUN
hassl-871	209	6	and	and	CCONJ
hassl-871	209	7	communication	communication	NOUN
hassl-871	209	8	technology	technology	NOUN
hassl-871	209	9	center	center	NOUN
hassl-871	209	10	with	with	ADP
hassl-871	209	11	cooperation	cooperation	NOUN
hassl-871	209	12	of	of	ADP
hassl-871	209	13	the	the	DET
hassl-871	209	14	customs	customs	PROPN
hassl-871	209	15	department	department	PROPN
hassl-871	209	16	.	.	PUNCT
hassl-871	210	1	pakrooh	pakrooh	VERB
hassl-871	210	2	,	,	PUNCT
hassl-871	210	3	p.	p.	NOUN
hassl-871	210	4	,	,	PUNCT
hassl-871	210	5	&	&	CCONJ
hassl-871	210	6	pishbahar	pishbahar	PROPN
hassl-871	210	7	,	,	PUNCT
hassl-871	210	8	e.	e.	PROPN
hassl-871	210	9	(	(	PUNCT
hassl-871	210	10	2019	2019	NUM
hassl-871	210	11	)	)	PUNCT
hassl-871	210	12	.	.	PUNCT
hassl-871	211	1	forecasting	forecast	VERB
hassl-871	211	2	air	air	NOUN
hassl-871	211	3	pollution	pollution	NOUN
hassl-871	211	4	concentrations	concentration	NOUN
hassl-871	211	5	in	in	ADP
hassl-871	211	6	iran	iran	PROPN
hassl-871	211	7	,	,	PUNCT
hassl-871	211	8	using	use	VERB
hassl-871	211	9	a	a	DET
hassl-871	211	10	hybrid	hybrid	ADJ
hassl-871	211	11	model	model	NOUN
hassl-871	211	12	.	.	PUNCT
hassl-871	212	1	pollution	pollution	NOUN
hassl-871	212	2	,	,	PUNCT
hassl-871	212	3	5(4	5(4	NUM
hassl-871	212	4	)	)	PUNCT
hassl-871	212	5	,	,	PUNCT
hassl-871	212	6	739747	739747	NUM
hassl-871	212	7	.	.	PUNCT
hassl-871	213	1	pannakkong	pannakkong	PROPN
hassl-871	213	2	,	,	PUNCT
hassl-871	213	3	w.	w.	PROPN
hassl-871	213	4	,	,	PUNCT
hassl-871	213	5	huynh	huynh	PROPN
hassl-871	213	6	,	,	PUNCT
hassl-871	213	7	v.	v.	ADP
hassl-871	213	8	n.	n.	PROPN
hassl-871	213	9	,	,	PUNCT
hassl-871	213	10	&	&	CCONJ
hassl-871	213	11	sriboonchitta	sriboonchitta	PROPN
hassl-871	213	12	,	,	PUNCT
hassl-871	213	13	s.	s.	PROPN
hassl-871	213	14	(	(	PUNCT
hassl-871	213	15	2016	2016	NUM
hassl-871	213	16	)	)	PUNCT
hassl-871	213	17	.	.	PUNCT
hassl-871	214	1	arima	arima	PROPN
hassl-871	214	2	versus	versus	ADP
hassl-871	214	3	artificial	artificial	ADJ
hassl-871	214	4	neural	neural	ADJ
hassl-871	214	5	network	network	NOUN
hassl-871	214	6	for	for	ADP
hassl-871	214	7	thailand	thailand	PROPN
hassl-871	214	8	’s	’s	PART
hassl-871	214	9	cassava	cassava	NOUN
hassl-871	214	10	starch	starch	NOUN
hassl-871	214	11	export	export	NOUN
hassl-871	214	12	forecasting	forecasting	NOUN
hassl-871	214	13	.	.	PUNCT
hassl-871	215	1	in	in	ADP
hassl-871	215	2	causal	causal	ADJ
hassl-871	215	3	inference	inference	NOUN
hassl-871	215	4	in	in	ADP
hassl-871	215	5	econometrics	econometrics	NOUN
hassl-871	215	6	(	(	PUNCT
hassl-871	215	7	pp	pp	ADJ
hassl-871	215	8	.	.	PUNCT
hassl-871	216	1	255	255	NUM
hassl-871	216	2	-	-	SYM
hassl-871	216	3	277	277	NUM
hassl-871	216	4	)	)	PUNCT
hassl-871	216	5	.	.	PUNCT
hassl-871	217	1	cham	cham	PROPN
hassl-871	217	2	:	:	PUNCT
hassl-871	217	3	springer	springer	NOUN
hassl-871	217	4	.	.	PUNCT
hassl-871	218	1	pokterng	pokterng	PROPN
hassl-871	218	2	,	,	PUNCT
hassl-871	218	3	s.	s.	PROPN
hassl-871	218	4	,	,	PUNCT
hassl-871	218	5	&	&	CCONJ
hassl-871	218	6	kengpol	kengpol	PROPN
hassl-871	218	7	,	,	PUNCT
hassl-871	218	8	a.	a.	NOUN
hassl-871	218	9	(	(	PUNCT
hassl-871	218	10	2010	2010	NUM
hassl-871	218	11	)	)	PUNCT
hassl-871	218	12	.	.	PUNCT
hassl-871	219	1	the	the	DET
hassl-871	219	2	forecasting	forecasting	NOUN
hassl-871	219	3	of	of	ADP
hassl-871	219	4	durian	durian	ADJ
hassl-871	219	5	production	production	NOUN
hassl-871	219	6	quantity	quantity	NOUN
hassl-871	219	7	for	for	ADP
hassl-871	219	8	consumption	consumption	NOUN
hassl-871	219	9	in	in	ADP
hassl-871	219	10	domestic	domestic	ADJ
hassl-871	219	11	and	and	CCONJ
hassl-871	219	12	international	international	ADJ
hassl-871	219	13	markets	market	NOUN
hassl-871	219	14	.	.	PUNCT
hassl-871	220	1	applied	apply	VERB
hassl-871	220	2	science	science	NOUN
hassl-871	220	3	and	and	CCONJ
hassl-871	220	4	engineering	engineering	NOUN
hassl-871	220	5	progress	progress	NOUN
hassl-871	220	6	,	,	PUNCT
hassl-871	220	7	3(3	3(3	NUM
hassl-871	220	8	)	)	PUNCT
hassl-871	220	9	,	,	PUNCT
hassl-871	220	10	7	7	NUM
hassl-871	220	11	-	-	SYM
hassl-871	220	12	18	18	NUM
hassl-871	220	13	.	.	PUNCT
hassl-871	221	1	sahinli	sahinli	PROPN
hassl-871	221	2	,	,	PUNCT
hassl-871	221	3	m.	m.	NOUN
hassl-871	221	4	a.	a.	NOUN
hassl-871	221	5	(	(	PUNCT
hassl-871	221	6	2020	2020	NUM
hassl-871	221	7	)	)	PUNCT
hassl-871	221	8	.	.	PUNCT
hassl-871	222	1	potato	potato	NOUN
hassl-871	222	2	price	price	NOUN
hassl-871	222	3	forecasting	forecasting	NOUN
hassl-871	222	4	with	with	ADP
hassl-871	222	5	holt	holt	PROPN
hassl-871	222	6	-	-	PUNCT
hassl-871	222	7	winters	winter	NOUN
hassl-871	222	8	and	and	CCONJ
hassl-871	222	9	arima	arima	PROPN
hassl-871	222	10	methods	method	NOUN
hassl-871	222	11	:	:	PUNCT
hassl-871	222	12	a	a	DET
hassl-871	222	13	case	case	NOUN
hassl-871	222	14	study	study	NOUN
hassl-871	222	15	.	.	PUNCT
hassl-871	223	1	american	american	ADJ
hassl-871	223	2	journal	journal	PROPN
hassl-871	223	3	of	of	ADP
hassl-871	223	4	potato	potato	NOUN
hassl-871	223	5	research	research	NOUN
hassl-871	223	6	,	,	PUNCT
hassl-871	223	7	97(4	97(4	NUM
hassl-871	223	8	)	)	PUNCT
hassl-871	223	9	,	,	PUNCT
hassl-871	223	10	336	336	NUM
hassl-871	223	11	-	-	SYM
hassl-871	223	12	346	346	NUM
hassl-871	223	13	.	.	PUNCT
hassl-871	223	14	available	available	ADJ
hassl-871	223	15	at	at	ADP
hassl-871	223	16	:	:	PUNCT
hassl-871	223	17	https://doi.org/10.1007/s12230-020-09788-y	https://doi.org/10.1007/s12230-020-09788-y	NOUN
hassl-871	223	18	.	.	PUNCT
hassl-871	224	1	udomsri	udomsri	PROPN
hassl-871	224	2	,	,	PUNCT
hassl-871	224	3	n.	n.	NOUN
hassl-871	224	4	,	,	PUNCT
hassl-871	224	5	kengpol	kengpol	PROPN
hassl-871	224	6	,	,	PUNCT
hassl-871	224	7	a.	a.	NOUN
hassl-871	224	8	,	,	PUNCT
hassl-871	224	9	ishii	ishii	PROPN
hassl-871	224	10	,	,	PUNCT
hassl-871	224	11	k.	k.	PROPN
hassl-871	224	12	,	,	PUNCT
hassl-871	224	13	&	&	CCONJ
hassl-871	224	14	shimada	shimada	PROPN
hassl-871	224	15	,	,	PUNCT
hassl-871	224	16	y.	y.	PROPN
hassl-871	224	17	(	(	PUNCT
hassl-871	224	18	2011	2011	NUM
hassl-871	224	19	)	)	PUNCT
hassl-871	224	20	.	.	PUNCT
hassl-871	225	1	the	the	DET
hassl-871	225	2	design	design	NOUN
hassl-871	225	3	of	of	ADP
hassl-871	225	4	a	a	DET
hassl-871	225	5	forecasting	forecasting	NOUN
hassl-871	225	6	support	support	NOUN
hassl-871	225	7	models	model	NOUN
hassl-871	225	8	on	on	ADP
hassl-871	225	9	demand	demand	NOUN
hassl-871	225	10	of	of	ADP
hassl-871	225	11	durian	durian	NOUN
hassl-871	225	12	for	for	ADP
hassl-871	225	13	export	export	NOUN
hassl-871	225	14	markets	market	NOUN
hassl-871	225	15	by	by	ADP
hassl-871	225	16	time	time	NOUN
hassl-871	225	17	series	series	NOUN
hassl-871	225	18	and	and	CCONJ
hassl-871	225	19	anns	ann	NOUN
hassl-871	225	20	.	.	PUNCT
hassl-871	226	1	applied	apply	VERB
hassl-871	226	2	science	science	NOUN
hassl-871	226	3	and	and	CCONJ
hassl-871	226	4	engineering	engineering	NOUN
hassl-871	226	5	progress	progress	NOUN
hassl-871	226	6	,	,	PUNCT
hassl-871	226	7	4(2	4(2	NUM
hassl-871	226	8	)	)	PUNCT
hassl-871	226	9	,	,	PUNCT
hassl-871	226	10	49	49	NUM
hassl-871	226	11	-	-	SYM
hassl-871	226	12	65	65	NUM
hassl-871	226	13	.	.	PUNCT
hassl-871	227	1	wang	wang	PROPN
hassl-871	227	2	,	,	PUNCT
hassl-871	227	3	q.	q.	PROPN
hassl-871	227	4	,	,	PUNCT
hassl-871	227	5	li	li	PROPN
hassl-871	227	6	,	,	PUNCT
hassl-871	227	7	s.	s.	PROPN
hassl-871	227	8	,	,	PUNCT
hassl-871	227	9	li	li	PROPN
hassl-871	227	10	,	,	PUNCT
hassl-871	227	11	r.	r.	PROPN
hassl-871	227	12	,	,	PUNCT
hassl-871	227	13	&	&	CCONJ
hassl-871	227	14	ma	ma	PROPN
hassl-871	227	15	,	,	PUNCT
hassl-871	227	16	m.	m.	NOUN
hassl-871	227	17	(	(	PUNCT
hassl-871	227	18	2018	2018	NUM
hassl-871	227	19	)	)	PUNCT
hassl-871	227	20	.	.	PUNCT
hassl-871	228	1	forecasting	forecast	VERB
hassl-871	228	2	us	we	PRON
hassl-871	228	3	shale	shale	NOUN
hassl-871	228	4	gas	gas	NOUN
hassl-871	228	5	monthly	monthly	ADJ
hassl-871	228	6	production	production	NOUN
hassl-871	228	7	using	use	VERB
hassl-871	228	8	a	a	DET
hassl-871	228	9	hybrid	hybrid	ADJ
hassl-871	228	10	arima	arima	NOUN
hassl-871	228	11	and	and	CCONJ
hassl-871	228	12	metabolic	metabolic	NOUN
hassl-871	228	13	nonlinear	nonlinear	ADJ
hassl-871	228	14	grey	grey	PROPN
hassl-871	228	15	model	model	NOUN
hassl-871	228	16	.	.	PUNCT
hassl-871	229	1	energy	energy	NOUN
hassl-871	229	2	,	,	PUNCT
hassl-871	229	3	160(1	160(1	NUM
hassl-871	229	4	)	)	PUNCT
hassl-871	229	5	,	,	PUNCT
hassl-871	229	6	378	378	NUM
hassl-871	229	7	-	-	SYM
hassl-871	229	8	387	387	NUM
hassl-871	229	9	.	.	PUNCT
hassl-871	229	10	views	view	NOUN
hassl-871	229	11	and	and	CCONJ
hassl-871	229	12	opinions	opinion	NOUN
hassl-871	229	13	expressed	express	VERB
hassl-871	229	14	in	in	ADP
hassl-871	229	15	this	this	DET
hassl-871	229	16	article	article	NOUN
hassl-871	229	17	are	be	AUX
hassl-871	229	18	the	the	DET
hassl-871	229	19	views	view	NOUN
hassl-871	229	20	and	and	CCONJ
hassl-871	229	21	opinions	opinion	NOUN
hassl-871	229	22	of	of	ADP
hassl-871	229	23	the	the	DET
hassl-871	229	24	author(s	author(s	NOUN
hassl-871	229	25	)	)	PUNCT
hassl-871	229	26	,	,	PUNCT
hassl-871	229	27	humanities	humanity	NOUN
hassl-871	229	28	and	and	CCONJ
hassl-871	229	29	social	social	ADJ
hassl-871	229	30	sciences	science	NOUN
hassl-871	229	31	letters	letter	NOUN
hassl-871	229	32	shall	shall	AUX
hassl-871	229	33	not	not	PART
hassl-871	229	34	be	be	AUX
hassl-871	229	35	responsible	responsible	ADJ
hassl-871	229	36	or	or	CCONJ
hassl-871	229	37	answerable	answerable	ADJ
hassl-871	229	38	for	for	ADP
hassl-871	229	39	any	any	DET
hassl-871	229	40	loss	loss	NOUN
hassl-871	229	41	,	,	PUNCT
hassl-871	229	42	damage	damage	NOUN
hassl-871	229	43	or	or	CCONJ
hassl-871	229	44	liability	liability	NOUN
hassl-871	229	45	etc	etc	X
hassl-871	229	46	.	.	X
hassl-871	230	1	caused	cause	VERB
hassl-871	230	2	in	in	ADP
hassl-871	230	3	relation	relation	NOUN
hassl-871	230	4	to	to	PART
hassl-871	230	5	/	/	PUNCT
hassl-871	230	6	arising	arise	VERB
hassl-871	230	7	out	out	ADP
hassl-871	230	8	of	of	ADP
hassl-871	230	9	the	the	DET
hassl-871	230	10	use	use	NOUN
hassl-871	230	11	of	of	ADP
hassl-871	230	12	the	the	DET
hassl-871	230	13	content	content	NOUN
hassl-871	230	14	.	.	PUNCT