id	sid	tid	token	lemma	pos
easat-2661	1	1	edelweiss	edelweiss	PROPN
easat-2661	1	2	applied	apply	VERB
easat-2661	1	3	science	science	NOUN
easat-2661	1	4	and	and	CCONJ
easat-2661	1	5	technology	technology	NOUN
easat-2661	1	6	issn	issn	PROPN
easat-2661	1	7	:	:	PUNCT
easat-2661	1	8	2576	2576	NUM
easat-2661	1	9	-	-	SYM
easat-2661	1	10	8484	8484	NUM
easat-2661	1	11	vol	vol	NOUN
easat-2661	1	12	.	.	PROPN
easat-2661	1	13	8	8	NUM
easat-2661	1	14	,	,	PUNCT
easat-2661	1	15	no	no	INTJ
easat-2661	1	16	.	.	NOUN
easat-2661	1	17	6	6	NUM
easat-2661	1	18	,	,	PUNCT
easat-2661	1	19	3100	3100	NUM
easat-2661	1	20	-	-	SYM
easat-2661	1	21	3128	3128	NUM
easat-2661	1	22	2024	2024	NUM
easat-2661	1	23	publisher	publisher	NOUN
easat-2661	1	24	:	:	PUNCT
easat-2661	1	25	learning	learn	VERB
easat-2661	1	26	gate	gate	NOUN
easat-2661	1	27	doi	doi	PROPN
easat-2661	1	28	:	:	PUNCT
easat-2661	1	29	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	1	30	©	©	PROPN
easat-2661	1	31	2024	2024	NUM
easat-2661	1	32	by	by	ADP
easat-2661	1	33	the	the	DET
easat-2661	1	34	authors	author	NOUN
easat-2661	1	35	;	;	PUNCT
easat-2661	1	36	licensee	licensee	PROPN
easat-2661	1	37	learning	learning	NOUN
easat-2661	1	38	gate	gate	NOUN
easat-2661	1	39	©	©	PROPN
easat-2661	1	40	2024	2024	NUM
easat-2661	1	41	by	by	ADP
easat-2661	1	42	the	the	DET
easat-2661	1	43	authors	author	NOUN
easat-2661	1	44	;	;	PUNCT
easat-2661	1	45	licensee	licensee	PROPN
easat-2661	1	46	learning	learn	VERB
easat-2661	1	47	gate	gate	NOUN
easat-2661	1	48	*	*	PUNCT
easat-2661	1	49	correspondence	correspondence	NOUN
easat-2661	1	50	:	:	PUNCT
easat-2661	2	1	hardewumiayour@gmail.com	hardewumiayour@gmail.com	X
easat-2661	2	2	time	time	PROPN
easat-2661	2	3	series	series	PROPN
easat-2661	2	4	forecasting	forecasting	NOUN
easat-2661	2	5	of	of	ADP
easat-2661	2	6	rain	rain	NOUN
easat-2661	2	7	-	-	PUNCT
easat-2661	2	8	induced	induce	VERB
easat-2661	2	9	attenuation	attenuation	NOUN
easat-2661	2	10	using	use	VERB
easat-2661	2	11	coupled	couple	VERB
easat-2661	2	12	arimasarima	arimasarima	NOUN
easat-2661	2	13	models	model	NOUN
easat-2661	2	14	for	for	ADP
easat-2661	2	15	radio	radio	NOUN
easat-2661	2	16	propagation	propagation	NOUN
easat-2661	2	17	applications	application	NOUN
easat-2661	2	18	over	over	ADP
easat-2661	2	19	subtropical	subtropical	ADJ
easat-2661	2	20	locations	location	NOUN
easat-2661	2	21	adewumi	adewumi	PROPN
easat-2661	2	22	o.	o.	PROPN
easat-2661	2	23	ayo1	ayo1	PROPN
easat-2661	2	24	*	*	PROPN
easat-2661	2	25	,	,	PUNCT
easat-2661	2	26	pius	pius	PROPN
easat-2661	2	27	a.	a.	NOUN
easat-2661	2	28	owolawi2	owolawi2	PROPN
easat-2661	2	29	,	,	PUNCT
easat-2661	2	30	joseph	joseph	PROPN
easat-2661	2	31	s.	s.	PROPN
easat-2661	2	32	ojo3	ojo3	PROPN
easat-2661	2	33	.	.	PUNCT
easat-2661	3	1	1,2computer	1,2computer	NUM
easat-2661	3	2	systems	system	NOUN
easat-2661	3	3	engineering	engineering	NOUN
easat-2661	3	4	,	,	PUNCT
easat-2661	3	5	tshwane	tshwane	NOUN
easat-2661	3	6	university	university	NOUN
easat-2661	3	7	of	of	ADP
easat-2661	3	8	technology	technology	NOUN
easat-2661	3	9	,	,	PUNCT
easat-2661	3	10	pretoria	pretoria	PROPN
easat-2661	3	11	0152	0152	NUM
easat-2661	3	12	,	,	PUNCT
easat-2661	3	13	south	south	PROPN
easat-2661	3	14	africa	africa	PROPN
easat-2661	3	15	;	;	PUNCT
easat-2661	3	16	hardewumiayour@gmail.com	hardewumiayour@gmail.com	X
easat-2661	3	17	(	(	PUNCT
easat-2661	3	18	a.o.a	a.o.a	NOUN
easat-2661	3	19	.	.	PUNCT
easat-2661	3	20	)	)	PUNCT
easat-2661	4	1	owolawipa@tut.ac.za	owolawipa@tut.ac.za	ADJ
easat-2661	4	2	(	(	PUNCT
easat-2661	4	3	p.a.o	p.a.o	NOUN
easat-2661	4	4	.	.	PUNCT
easat-2661	4	5	)	)	PUNCT
easat-2661	5	1	3department	3department	NUM
easat-2661	5	2	of	of	ADP
easat-2661	5	3	physics	physics	PROPN
easat-2661	5	4	,	,	PUNCT
easat-2661	5	5	federal	federal	ADJ
easat-2661	5	6	university	university	PROPN
easat-2661	5	7	of	of	ADP
easat-2661	5	8	technology	technology	NOUN
easat-2661	5	9	,	,	PUNCT
easat-2661	5	10	akure	akure	NOUN
easat-2661	5	11	034	034	NUM
easat-2661	5	12	,	,	PUNCT
easat-2661	5	13	nigeria	nigeria	PRON
easat-2661	5	14	;	;	PUNCT
easat-2661	5	15	ojojs_74@futa.edu.ng	ojojs_74@futa.edu.ng	NUM
easat-2661	5	16	(	(	PUNCT
easat-2661	5	17	j.s.o	j.s.o	NOUN
easat-2661	5	18	.	.	PUNCT
easat-2661	5	19	)	)	PUNCT
easat-2661	5	20	.	.	PUNCT
easat-2661	6	1	abstract	abstract	ADV
easat-2661	6	2	:	:	PUNCT
easat-2661	6	3	this	this	DET
easat-2661	6	4	present	present	ADJ
easat-2661	6	5	research	research	NOUN
easat-2661	6	6	aimed	aim	VERB
easat-2661	6	7	to	to	PART
easat-2661	6	8	identify	identify	VERB
easat-2661	6	9	the	the	DET
easat-2661	6	10	optimum	optimum	ADJ
easat-2661	6	11	model	model	NOUN
easat-2661	6	12	for	for	ADP
easat-2661	6	13	predicting	predict	VERB
easat-2661	6	14	the	the	DET
easat-2661	6	15	rain	rain	NOUN
easat-2661	6	16	-	-	PUNCT
easat-2661	6	17	induced	induce	VERB
easat-2661	6	18	attenuation	attenuation	NOUN
easat-2661	6	19	along	along	ADP
easat-2661	6	20	the	the	DET
easat-2661	6	21	terrestrial	terrestrial	ADJ
easat-2661	6	22	and	and	CCONJ
easat-2661	6	23	satellite	satellite	NOUN
easat-2661	6	24	communication	communication	NOUN
easat-2661	6	25	networks	network	NOUN
easat-2661	6	26	and	and	CCONJ
easat-2661	6	27	employed	employ	VERB
easat-2661	6	28	the	the	DET
easat-2661	6	29	time	time	NOUN
easat-2661	6	30	series	series	PROPN
easat-2661	6	31	forecasting	forecasting	NOUN
easat-2661	6	32	models	model	NOUN
easat-2661	6	33	of	of	ADP
easat-2661	6	34	autoregressive	autoregressive	ADJ
easat-2661	6	35	integrated	integrated	ADJ
easat-2661	6	36	moving	move	VERB
easat-2661	6	37	average	average	ADJ
easat-2661	6	38	(	(	PUNCT
easat-2661	6	39	arima	arima	NOUN
easat-2661	6	40	)	)	PUNCT
easat-2661	6	41	and	and	CCONJ
easat-2661	6	42	seasonal	seasonal	ADJ
easat-2661	6	43	autoregressive	autoregressive	ADJ
easat-2661	6	44	integrated	integrated	ADJ
easat-2661	6	45	moving	move	VERB
easat-2661	6	46	average	average	ADJ
easat-2661	6	47	(	(	PUNCT
easat-2661	6	48	sarima	sarima	NOUN
easat-2661	6	49	)	)	PUNCT
easat-2661	6	50	to	to	PART
easat-2661	6	51	examine	examine	VERB
easat-2661	6	52	and	and	CCONJ
easat-2661	6	53	contrast	contrast	VERB
easat-2661	6	54	several	several	ADJ
easat-2661	6	55	techniques	technique	NOUN
easat-2661	6	56	for	for	ADP
easat-2661	6	57	predicting	predict	VERB
easat-2661	6	58	raininduced	raininduce	VERB
easat-2661	6	59	attenuation	attenuation	NOUN
easat-2661	6	60	across	across	ADP
easat-2661	6	61	a	a	DET
easat-2661	6	62	sub	sub	ADJ
easat-2661	6	63	-	-	ADJ
easat-2661	6	64	tropical	tropical	ADJ
easat-2661	6	65	area	area	NOUN
easat-2661	6	66	of	of	ADP
easat-2661	6	67	south	south	PROPN
easat-2661	6	68	africa	africa	PROPN
easat-2661	6	69	.	.	PUNCT
easat-2661	7	1	in	in	ADP
easat-2661	7	2	this	this	DET
easat-2661	7	3	research	research	NOUN
easat-2661	7	4	,	,	PUNCT
easat-2661	7	5	the	the	DET
easat-2661	7	6	arima	arima	PROPN
easat-2661	7	7	was	be	AUX
easat-2661	7	8	developed	develop	VERB
easat-2661	7	9	using	use	VERB
easat-2661	7	10	the	the	DET
easat-2661	7	11	box	box	PROPN
easat-2661	7	12	and	and	CCONJ
easat-2661	7	13	jenkins	jenkins	PROPN
easat-2661	7	14	technique	technique	NOUN
easat-2661	7	15	to	to	PART
easat-2661	7	16	predict	predict	VERB
easat-2661	7	17	long	long	ADJ
easat-2661	7	18	-	-	PUNCT
easat-2661	7	19	term	term	NOUN
easat-2661	7	20	rain	rain	NOUN
easat-2661	7	21	-	-	PUNCT
easat-2661	7	22	induced	induce	VERB
easat-2661	7	23	attenuation	attenuation	NOUN
easat-2661	7	24	in	in	ADP
easat-2661	7	25	the	the	DET
easat-2661	7	26	following	follow	VERB
easat-2661	7	27	south	south	ADJ
easat-2661	7	28	african	african	ADJ
easat-2661	7	29	provinces	province	NOUN
easat-2661	7	30	:	:	PUNCT
easat-2661	7	31	kwazulu	kwazulu	VERB
easat-2661	7	32	-	-	PUNCT
easat-2661	7	33	natal	natal	ADJ
easat-2661	7	34	,	,	PUNCT
easat-2661	7	35	eastern	eastern	ADJ
easat-2661	7	36	cape	cape	PROPN
easat-2661	7	37	,	,	PUNCT
easat-2661	7	38	gauteng	gauteng	PROPN
easat-2661	7	39	,	,	PUNCT
easat-2661	7	40	and	and	CCONJ
easat-2661	7	41	northern	northern	ADJ
easat-2661	7	42	cape	cape	NOUN
easat-2661	7	43	.	.	PUNCT
easat-2661	8	1	the	the	DET
easat-2661	8	2	datasets	dataset	NOUN
easat-2661	8	3	used	use	VERB
easat-2661	8	4	for	for	ADP
easat-2661	8	5	the	the	DET
easat-2661	8	6	research	research	NOUN
easat-2661	8	7	were	be	AUX
easat-2661	8	8	obtained	obtain	VERB
easat-2661	8	9	from	from	ADP
easat-2661	8	10	the	the	DET
easat-2661	8	11	south	south	ADJ
easat-2661	8	12	african	african	ADJ
easat-2661	8	13	weather	weather	NOUN
easat-2661	8	14	station	station	NOUN
easat-2661	8	15	from	from	ADP
easat-2661	8	16	1994–2023	1994–2023	NUM
easat-2661	8	17	were	be	AUX
easat-2661	8	18	used	use	VERB
easat-2661	8	19	to	to	PART
easat-2661	8	20	build	build	VERB
easat-2661	8	21	and	and	CCONJ
easat-2661	8	22	check	check	VERB
easat-2661	8	23	the	the	DET
easat-2661	8	24	model	model	NOUN
easat-2661	8	25	after	after	ADP
easat-2661	8	26	generating	generate	VERB
easat-2661	8	27	rain	rain	NOUN
easat-2661	8	28	-	-	PUNCT
easat-2661	8	29	induced	induce	VERB
easat-2661	8	30	attenuation	attenuation	NOUN
easat-2661	8	31	using	use	VERB
easat-2661	8	32	synthetic	synthetic	ADJ
easat-2661	8	33	storm	storm	NOUN
easat-2661	8	34	techniques	technique	NOUN
easat-2661	8	35	(	(	PUNCT
easat-2661	8	36	sst	sst	NOUN
easat-2661	8	37	)	)	PUNCT
easat-2661	8	38	.	.	PUNCT
easat-2661	9	1	the	the	DET
easat-2661	9	2	forecasting	forecasting	NOUN
easat-2661	9	3	performance	performance	NOUN
easat-2661	9	4	of	of	ADP
easat-2661	9	5	the	the	DET
easat-2661	9	6	seasonal	seasonal	ADJ
easat-2661	9	7	autoregressive	autoregressive	ADJ
easat-2661	9	8	integrated	integrated	ADJ
easat-2661	9	9	moving	move	VERB
easat-2661	9	10	average	average	ADJ
easat-2661	9	11	(	(	PUNCT
easat-2661	9	12	sarima	sarima	NOUN
easat-2661	9	13	)	)	PUNCT
easat-2661	9	14	model	model	NOUN
easat-2661	9	15	and	and	CCONJ
easat-2661	9	16	that	that	PRON
easat-2661	9	17	of	of	ADP
easat-2661	9	18	autoregressive	autoregressive	ADJ
easat-2661	9	19	integrated	integrated	ADJ
easat-2661	9	20	moving	move	VERB
easat-2661	9	21	average	average	NOUN
easat-2661	9	22	(	(	PUNCT
easat-2661	9	23	arima	arima	NOUN
easat-2661	9	24	)	)	PUNCT
easat-2661	9	25	were	be	AUX
easat-2661	9	26	compared	compare	VERB
easat-2661	9	27	with	with	ADP
easat-2661	9	28	four	four	NUM
easat-2661	9	29	forecast	forecast	NOUN
easat-2661	9	30	performance	performance	NOUN
easat-2661	9	31	measures	measure	NOUN
easat-2661	9	32	:	:	PUNCT
easat-2661	9	33	mean	mean	VERB
easat-2661	9	34	squared	square	VERB
easat-2661	9	35	error	error	NOUN
easat-2661	9	36	(	(	PUNCT
easat-2661	9	37	mse	mse	NOUN
easat-2661	9	38	)	)	PUNCT
easat-2661	9	39	,	,	PUNCT
easat-2661	9	40	mean	mean	VERB
easat-2661	9	41	absolute	absolute	ADJ
easat-2661	9	42	error	error	NOUN
easat-2661	9	43	(	(	PUNCT
easat-2661	9	44	mae	mae	PROPN
easat-2661	9	45	)	)	PUNCT
easat-2661	9	46	,	,	PUNCT
easat-2661	9	47	rsquared	rsquare	VERB
easat-2661	9	48	or	or	CCONJ
easat-2661	9	49	the	the	DET
easat-2661	9	50	coefficient	coefficient	NOUN
easat-2661	9	51	of	of	ADP
easat-2661	9	52	determination	determination	NOUN
easat-2661	9	53	(	(	PUNCT
easat-2661	9	54	r2	r2	PROPN
easat-2661	9	55	)	)	PUNCT
easat-2661	9	56	and	and	CCONJ
easat-2661	9	57	root	root	NOUN
easat-2661	9	58	mean	mean	VERB
easat-2661	9	59	squared	square	VERB
easat-2661	9	60	error	error	NOUN
easat-2661	9	61	(	(	PUNCT
easat-2661	9	62	rmse	rmse	NOUN
easat-2661	9	63	)	)	PUNCT
easat-2661	9	64	.	.	PUNCT
easat-2661	10	1	the	the	DET
easat-2661	10	2	results	result	NOUN
easat-2661	10	3	of	of	ADP
easat-2661	10	4	the	the	DET
easat-2661	10	5	study	study	NOUN
easat-2661	10	6	showed	show	VERB
easat-2661	10	7	that	that	SCONJ
easat-2661	10	8	due	due	ADP
easat-2661	10	9	to	to	ADP
easat-2661	10	10	its	its	PRON
easat-2661	10	11	lower	low	ADJ
easat-2661	10	12	forecast	forecast	NOUN
easat-2661	10	13	performance	performance	NOUN
easat-2661	10	14	error	error	NOUN
easat-2661	10	15	indicators	indicator	NOUN
easat-2661	10	16	,	,	PUNCT
easat-2661	10	17	sarima	sarima	NOUN
easat-2661	10	18	performed	perform	VERB
easat-2661	10	19	better	well	ADV
easat-2661	10	20	than	than	ADP
easat-2661	10	21	arima	arima	NOUN
easat-2661	10	22	in	in	ADP
easat-2661	10	23	forecasting	forecast	VERB
easat-2661	10	24	rain	rain	NOUN
easat-2661	10	25	-	-	PUNCT
easat-2661	10	26	induced	induce	VERB
easat-2661	10	27	attenuation	attenuation	NOUN
easat-2661	10	28	in	in	ADP
easat-2661	10	29	south	south	PROPN
easat-2661	10	30	africa	africa	PROPN
easat-2661	10	31	.	.	PUNCT
easat-2661	11	1	there	there	PRON
easat-2661	11	2	is	be	VERB
easat-2661	11	3	no	no	DET
easat-2661	11	4	statistically	statistically	ADV
easat-2661	11	5	significant	significant	ADJ
easat-2661	11	6	difference	difference	NOUN
easat-2661	11	7	between	between	ADP
easat-2661	11	8	the	the	DET
easat-2661	11	9	two	two	NUM
easat-2661	11	10	projected	project	VERB
easat-2661	11	11	values	value	NOUN
easat-2661	11	12	,	,	PUNCT
easat-2661	11	13	according	accord	VERB
easat-2661	11	14	to	to	ADP
easat-2661	11	15	the	the	DET
easat-2661	11	16	results	result	NOUN
easat-2661	11	17	of	of	ADP
easat-2661	11	18	a	a	DET
easat-2661	11	19	ljungbox	ljungbox	NOUN
easat-2661	11	20	test	test	NOUN
easat-2661	11	21	for	for	ADP
easat-2661	11	22	significant	significant	ADJ
easat-2661	11	23	difference	difference	NOUN
easat-2661	11	24	.	.	PUNCT
easat-2661	12	1	the	the	DET
easat-2661	12	2	authors	author	NOUN
easat-2661	12	3	draw	draw	VERB
easat-2661	12	4	the	the	DET
easat-2661	12	5	inference	inference	NOUN
easat-2661	12	6	that	that	PRON
easat-2661	12	7	the	the	DET
easat-2661	12	8	two	two	NUM
easat-2661	12	9	approaches	approach	NOUN
easat-2661	12	10	can	can	AUX
easat-2661	12	11	effectively	effectively	ADV
easat-2661	12	12	be	be	AUX
easat-2661	12	13	employed	employ	VERB
easat-2661	12	14	in	in	ADP
easat-2661	12	15	their	their	PRON
easat-2661	12	16	proper	proper	ADJ
easat-2661	12	17	locations	location	NOUN
easat-2661	12	18	.	.	PUNCT
easat-2661	13	1	rain	rain	NOUN
easat-2661	13	2	-	-	PUNCT
easat-2661	13	3	attenuation	attenuation	NOUN
easat-2661	13	4	prediction	prediction	NOUN
easat-2661	13	5	data	datum	NOUN
easat-2661	13	6	indicates	indicate	VERB
easat-2661	13	7	that	that	SCONJ
easat-2661	13	8	this	this	DET
easat-2661	13	9	long	long	ADJ
easat-2661	13	10	-	-	PUNCT
easat-2661	13	11	term	term	NOUN
easat-2661	13	12	projection	projection	NOUN
easat-2661	13	13	can	can	AUX
easat-2661	13	14	help	help	VERB
easat-2661	13	15	decision	decision	NOUN
easat-2661	13	16	makers	maker	NOUN
easat-2661	13	17	to	to	PART
easat-2661	13	18	improve	improve	VERB
easat-2661	13	19	the	the	DET
easat-2661	13	20	performance	performance	NOUN
easat-2661	13	21	of	of	ADP
easat-2661	13	22	microwave	microwave	NOUN
easat-2661	13	23	networks	network	NOUN
easat-2661	13	24	in	in	ADP
easat-2661	13	25	the	the	DET
easat-2661	13	26	face	face	NOUN
easat-2661	13	27	of	of	ADP
easat-2661	13	28	random	random	ADJ
easat-2661	13	29	fluctuations	fluctuation	NOUN
easat-2661	13	30	and	and	CCONJ
easat-2661	13	31	avoiding	avoid	VERB
easat-2661	13	32	unexpected	unexpected	ADJ
easat-2661	13	33	signal	signal	NOUN
easat-2661	13	34	loss	loss	NOUN
easat-2661	13	35	with	with	ADP
easat-2661	13	36	efficient	efficient	ADJ
easat-2661	13	37	installation	installation	NOUN
easat-2661	13	38	of	of	ADP
easat-2661	13	39	communications	communication	NOUN
easat-2661	13	40	infrastructure	infrastructure	NOUN
easat-2661	13	41	.	.	PUNCT
easat-2661	14	1	it	it	PRON
easat-2661	14	2	also	also	ADV
easat-2661	14	3	has	have	VERB
easat-2661	14	4	applications	application	NOUN
easat-2661	14	5	in	in	ADP
easat-2661	14	6	prediction	prediction	NOUN
easat-2661	14	7	of	of	ADP
easat-2661	14	8	floods	flood	NOUN
easat-2661	14	9	,	,	PUNCT
easat-2661	14	10	urban	urban	ADJ
easat-2661	14	11	planning	planning	NOUN
easat-2661	14	12	,	,	PUNCT
easat-2661	14	13	and	and	CCONJ
easat-2661	14	14	crop	crop	NOUN
easat-2661	14	15	management	management	NOUN
easat-2661	14	16	.	.	PUNCT
easat-2661	15	1	keywords	keyword	NOUN
easat-2661	15	2	:	:	PUNCT
easat-2661	15	3	arima	arima	PROPN
easat-2661	15	4	model	model	NOUN
easat-2661	15	5	,	,	PUNCT
easat-2661	15	6	attenuation	attenuation	NOUN
easat-2661	15	7	,	,	PUNCT
easat-2661	15	8	forecast	forecast	NOUN
easat-2661	15	9	,	,	PUNCT
easat-2661	15	10	rain	rain	NOUN
easat-2661	15	11	-	-	PUNCT
easat-2661	15	12	induced	induced	ADJ
easat-2661	15	13	,	,	PUNCT
easat-2661	15	14	sarima	sarima	NOUN
easat-2661	15	15	model	model	NOUN
easat-2661	15	16	,	,	PUNCT
easat-2661	15	17	sst	sst	PROPN
easat-2661	15	18	.	.	PROPN
easat-2661	15	19	1	1	NUM
easat-2661	15	20	.	.	X
easat-2661	15	21	introduction	introduction	NOUN
easat-2661	15	22	rain	rain	NOUN
easat-2661	15	23	in	in	ADP
easat-2661	15	24	propagation	propagation	NOUN
easat-2661	15	25	paths	path	NOUN
easat-2661	15	26	degrades	degrade	VERB
easat-2661	15	27	signals	signal	NOUN
easat-2661	15	28	'	'	PART
easat-2661	15	29	performance	performance	NOUN
easat-2661	15	30	in	in	ADP
easat-2661	15	31	millimetre	millimetre	PROPN
easat-2661	15	32	wave	wave	NOUN
easat-2661	15	33	telecommunication	telecommunication	NOUN
easat-2661	15	34	systems	system	NOUN
easat-2661	15	35	[	[	X
easat-2661	15	36	1	1	NUM
easat-2661	15	37	]	]	PUNCT
easat-2661	15	38	,	,	PUNCT
easat-2661	15	39	especially	especially	ADV
easat-2661	15	40	for	for	ADP
easat-2661	15	41	radio	radio	NOUN
easat-2661	15	42	signals	signal	NOUN
easat-2661	15	43	above	above	ADP
easat-2661	15	44	10	10	NUM
easat-2661	15	45	ghz	ghz	NOUN
easat-2661	15	46	along	along	ADP
easat-2661	15	47	both	both	CCONJ
easat-2661	15	48	terrestrial	terrestrial	ADJ
easat-2661	15	49	and	and	CCONJ
easat-2661	15	50	satellite	satellite	NOUN
easat-2661	15	51	paths	path	NOUN
easat-2661	15	52	[	[	X
easat-2661	15	53	1	1	NUM
easat-2661	15	54	]	]	PUNCT
easat-2661	15	55	.	.	PUNCT
easat-2661	16	1	in	in	ADP
easat-2661	16	2	any	any	DET
easat-2661	16	3	way	way	NOUN
easat-2661	16	4	,	,	PUNCT
easat-2661	16	5	tropospheric	tropospheric	ADJ
easat-2661	16	6	collisions	collision	NOUN
easat-2661	16	7	can	can	AUX
easat-2661	16	8	induce	induce	VERB
easat-2661	16	9	signal	signal	ADJ
easat-2661	16	10	loss	loss	NOUN
easat-2661	16	11	on	on	ADP
easat-2661	16	12	earth	earth	NOUN
easat-2661	16	13	-	-	PUNCT
easat-2661	16	14	space	space	NOUN
easat-2661	16	15	pathways	pathway	NOUN
easat-2661	16	16	for	for	ADP
easat-2661	16	17	prolonged	prolonged	ADJ
easat-2661	16	18	periods	period	NOUN
easat-2661	16	19	of	of	ADP
easat-2661	16	20	time	time	NOUN
easat-2661	16	21	,	,	PUNCT
easat-2661	16	22	resulting	result	VERB
easat-2661	16	23	in	in	ADP
easat-2661	16	24	a	a	DET
easat-2661	16	25	decrease	decrease	NOUN
easat-2661	16	26	in	in	ADP
easat-2661	16	27	the	the	DET
easat-2661	16	28	quality	quality	NOUN
easat-2661	16	29	and	and	CCONJ
easat-2661	16	30	availability	availability	NOUN
easat-2661	16	31	of	of	ADP
easat-2661	16	32	actual	actual	ADJ
easat-2661	16	33	signals	signal	NOUN
easat-2661	16	34	.	.	PUNCT
easat-2661	17	1	precipitation	precipitation	NOUN
easat-2661	17	2	attenuation	attenuation	NOUN
easat-2661	17	3	,	,	PUNCT
easat-2661	17	4	depolarization	depolarization	NOUN
easat-2661	17	5	,	,	PUNCT
easat-2661	17	6	and	and	CCONJ
easat-2661	17	7	tropospheric	tropospheric	ADJ
easat-2661	17	8	scintillation	scintillation	NOUN
easat-2661	17	9	are	be	AUX
easat-2661	17	10	likely	likely	ADJ
easat-2661	17	11	the	the	DET
easat-2661	17	12	most	most	ADV
easat-2661	17	13	fundamental	fundamental	ADJ
easat-2661	17	14	tropospheric	tropospheric	ADJ
easat-2661	17	15	influences	influence	NOUN
easat-2661	17	16	,	,	PUNCT
easat-2661	17	17	which	which	PRON
easat-2661	17	18	are	be	AUX
easat-2661	17	19	outlined	outline	VERB
easat-2661	17	20	here	here	ADV
easat-2661	17	21	under	under	ADP
easat-2661	17	22	:	:	PUNCT
easat-2661	17	23	(	(	PUNCT
easat-2661	17	24	1	1	X
easat-2661	17	25	)	)	PUNCT
easat-2661	17	26	when	when	SCONJ
easat-2661	17	27	there	there	PRON
easat-2661	17	28	is	be	VERB
easat-2661	17	29	insufficient	insufficient	ADJ
easat-2661	17	30	power	power	NOUN
easat-2661	17	31	for	for	ADP
easat-2661	17	32	successful	successful	ADJ
easat-2661	17	33	communication	communication	NOUN
easat-2661	17	34	with	with	ADP
easat-2661	17	35	the	the	DET
easat-2661	17	36	recipient	recipient	NOUN
easat-2661	17	37	,	,	PUNCT
easat-2661	17	38	the	the	DET
easat-2661	17	39	link	link	NOUN
easat-2661	17	40	is	be	AUX
easat-2661	17	41	inaccessible	inaccessible	ADJ
easat-2661	17	42	.	.	PUNCT
easat-2661	18	1	(	(	PUNCT
easat-2661	18	2	2	2	X
easat-2661	18	3	)	)	PUNCT
easat-2661	18	4	deteriorated	deteriorate	VERB
easat-2661	18	5	performance	performance	NOUN
easat-2661	18	6	,	,	PUNCT
easat-2661	18	7	as	as	SCONJ
easat-2661	18	8	shown	show	VERB
easat-2661	18	9	by	by	ADP
easat-2661	18	10	intervals	interval	NOUN
easat-2661	18	11	when	when	SCONJ
easat-2661	18	12	service	service	NOUN
easat-2661	18	13	quality	quality	NOUN
easat-2661	18	14	falls	fall	VERB
easat-2661	18	15	below	below	ADP
easat-2661	18	16	the	the	DET
easat-2661	18	17	desired	desire	VERB
easat-2661	18	18	level	level	NOUN
easat-2661	18	19	;	;	PUNCT
easat-2661	18	20	and	and	CCONJ
easat-2661	18	21	(	(	PUNCT
easat-2661	18	22	3	3	X
easat-2661	18	23	)	)	PUNCT
easat-2661	18	24	depolarization	depolarization	NOUN
easat-2661	18	25	causes	cause	VERB
easat-2661	18	26	undesirable	undesirable	ADJ
easat-2661	18	27	signal	signal	NOUN
easat-2661	18	28	interference	interference	NOUN
easat-2661	18	29	from	from	ADP
easat-2661	18	30	other	other	ADJ
easat-2661	18	31	sources	source	NOUN
easat-2661	18	32	operating	operate	VERB
easat-2661	18	33	at	at	ADP
easat-2661	18	34	comparable	comparable	ADJ
easat-2661	18	35	frequencies	frequency	NOUN
easat-2661	18	36	or	or	CCONJ
easat-2661	18	37	cross	cross	ADJ
easat-2661	18	38	-	-	ADJ
easat-2661	18	39	polarization	polarization	NOUN
easat-2661	18	40	blockage	blockage	NOUN
easat-2661	18	41	(	(	PUNCT
easat-2661	18	42	intersystem	intersystem	NOUN
easat-2661	18	43	or	or	CCONJ
easat-2661	18	44	intraframework	intraframework	NOUN
easat-2661	18	45	)	)	PUNCT
easat-2661	18	46	.	.	PUNCT
easat-2661	19	1	the	the	DET
easat-2661	19	2	goal	goal	NOUN
easat-2661	19	3	of	of	ADP
easat-2661	19	4	this	this	DET
easat-2661	19	5	study	study	NOUN
easat-2661	19	6	is	be	AUX
easat-2661	19	7	to	to	PART
easat-2661	19	8	determine	determine	VERB
easat-2661	19	9	the	the	DET
easat-2661	19	10	optimum	optimum	ADJ
easat-2661	19	11	model	model	NOUN
easat-2661	19	12	for	for	ADP
easat-2661	19	13	predicting	predict	VERB
easat-2661	19	14	signal	signal	ADJ
easat-2661	19	15	loss	loss	NOUN
easat-2661	19	16	3101	3101	NUM
easat-2661	19	17	edelweiss	edelweiss	PROPN
easat-2661	19	18	applied	apply	VERB
easat-2661	19	19	science	science	NOUN
easat-2661	19	20	and	and	CCONJ
easat-2661	19	21	technology	technology	NOUN
easat-2661	19	22	issn	issn	PROPN
easat-2661	19	23	:	:	PUNCT
easat-2661	19	24	2576	2576	NUM
easat-2661	19	25	-	-	SYM
easat-2661	19	26	8484	8484	NUM
easat-2661	19	27	vol	vol	NOUN
easat-2661	19	28	.	.	PROPN
easat-2661	19	29	8	8	NUM
easat-2661	19	30	,	,	PUNCT
easat-2661	19	31	no	no	INTJ
easat-2661	19	32	.	.	NOUN
easat-2661	20	1	6	6	NUM
easat-2661	20	2	:	:	SYM
easat-2661	20	3	3100	3100	NUM
easat-2661	20	4	-	-	SYM
easat-2661	20	5	3128	3128	NUM
easat-2661	20	6	,	,	PUNCT
easat-2661	20	7	2024	2024	NUM
easat-2661	20	8	doi	doi	NOUN
easat-2661	20	9	:	:	PUNCT
easat-2661	20	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	20	11	©	©	PROPN
easat-2661	20	12	2024	2024	NUM
easat-2661	20	13	by	by	ADP
easat-2661	20	14	the	the	DET
easat-2661	20	15	authors	author	NOUN
easat-2661	20	16	;	;	PUNCT
easat-2661	20	17	licensee	licensee	PROPN
easat-2661	20	18	learning	learning	NOUN
easat-2661	20	19	gate	gate	NOUN
easat-2661	20	20	along	along	ADP
easat-2661	20	21	terrestrial	terrestrial	ADJ
easat-2661	20	22	and	and	CCONJ
easat-2661	20	23	satellite	satellite	NOUN
easat-2661	20	24	communication	communication	NOUN
easat-2661	20	25	networks	network	NOUN
easat-2661	20	26	to	to	PART
easat-2661	20	27	identify	identify	VERB
easat-2661	20	28	rain	rain	NOUN
easat-2661	20	29	-	-	PUNCT
easat-2661	20	30	induced	induce	VERB
easat-2661	20	31	attenuation	attenuation	NOUN
easat-2661	20	32	.	.	PUNCT
easat-2661	21	1	the	the	DET
easat-2661	21	2	study	study	NOUN
easat-2661	21	3	time	time	NOUN
easat-2661	21	4	series	series	PROPN
easat-2661	21	5	attenuation	attenuation	NOUN
easat-2661	21	6	demonstrates	demonstrate	VERB
easat-2661	21	7	the	the	DET
easat-2661	21	8	probability	probability	NOUN
easat-2661	21	9	of	of	ADP
easat-2661	21	10	attenuation	attenuation	NOUN
easat-2661	21	11	occurring	occur	VERB
easat-2661	21	12	during	during	ADP
easat-2661	21	13	precipitation	precipitation	NOUN
easat-2661	21	14	within	within	ADP
easat-2661	21	15	a	a	DET
easat-2661	21	16	specific	specific	ADJ
easat-2661	21	17	timeframe	timeframe	NOUN
easat-2661	21	18	,	,	PUNCT
easat-2661	21	19	facilitating	facilitate	VERB
easat-2661	21	20	the	the	DET
easat-2661	21	21	comprehension	comprehension	NOUN
easat-2661	21	22	of	of	ADP
easat-2661	21	23	signal	signal	ADJ
easat-2661	21	24	loss	loss	NOUN
easat-2661	21	25	during	during	ADP
easat-2661	21	26	transmission	transmission	NOUN
easat-2661	21	27	.	.	PUNCT
easat-2661	22	1	the	the	DET
easat-2661	22	2	primary	primary	ADJ
easat-2661	22	3	obstacles	obstacle	NOUN
easat-2661	22	4	are	be	AUX
easat-2661	22	5	maintaining	maintain	VERB
easat-2661	22	6	a	a	DET
easat-2661	22	7	high	high	ADJ
easat-2661	22	8	quality	quality	NOUN
easat-2661	22	9	of	of	ADP
easat-2661	22	10	service	service	NOUN
easat-2661	22	11	(	(	PUNCT
easat-2661	22	12	qos	qos	PROPN
easat-2661	22	13	)	)	PUNCT
easat-2661	22	14	and	and	CCONJ
easat-2661	22	15	managing	manage	VERB
easat-2661	22	16	rain	rain	NOUN
easat-2661	22	17	-	-	PUNCT
easat-2661	22	18	induced	induce	VERB
easat-2661	22	19	attenuation	attenuation	NOUN
easat-2661	22	20	,	,	PUNCT
easat-2661	22	21	which	which	PRON
easat-2661	22	22	has	have	VERB
easat-2661	22	23	an	an	DET
easat-2661	22	24	impact	impact	NOUN
easat-2661	22	25	on	on	ADP
easat-2661	22	26	communication	communication	NOUN
easat-2661	22	27	networks	network	NOUN
easat-2661	22	28	.	.	PUNCT
easat-2661	23	1	rain	rain	NOUN
easat-2661	23	2	attenuation	attenuation	NOUN
easat-2661	23	3	is	be	AUX
easat-2661	23	4	the	the	DET
easat-2661	23	5	term	term	NOUN
easat-2661	23	6	used	use	VERB
easat-2661	23	7	to	to	PART
easat-2661	23	8	describe	describe	VERB
easat-2661	23	9	the	the	DET
easat-2661	23	10	attenuation	attenuation	NOUN
easat-2661	23	11	of	of	ADP
easat-2661	23	12	a	a	DET
easat-2661	23	13	microwave	microwave	NOUN
easat-2661	23	14	transmission	transmission	NOUN
easat-2661	23	15	caused	cause	VERB
easat-2661	23	16	by	by	ADP
easat-2661	23	17	these	these	DET
easat-2661	23	18	factors	factor	NOUN
easat-2661	23	19	.	.	PUNCT
easat-2661	24	1	it	it	PRON
easat-2661	24	2	is	be	AUX
easat-2661	24	3	a	a	DET
easat-2661	24	4	significant	significant	ADJ
easat-2661	24	5	flaw	flaw	NOUN
easat-2661	24	6	in	in	ADP
easat-2661	24	7	the	the	DET
easat-2661	24	8	transmission	transmission	NOUN
easat-2661	24	9	of	of	ADP
easat-2661	24	10	information	information	NOUN
easat-2661	24	11	for	for	ADP
easat-2661	24	12	both	both	PRON
easat-2661	24	13	satellite	satellite	NOUN
easat-2661	24	14	and	and	CCONJ
easat-2661	24	15	terrestrial	terrestrial	ADJ
easat-2661	24	16	microwave	microwave	NOUN
easat-2661	24	17	connections	connection	NOUN
easat-2661	24	18	.	.	PUNCT
easat-2661	25	1	microwave	microwave	NOUN
easat-2661	25	2	networks	network	NOUN
easat-2661	25	3	are	be	AUX
easat-2661	25	4	vulnerable	vulnerable	ADJ
easat-2661	25	5	to	to	ADP
easat-2661	25	6	random	random	ADJ
easat-2661	25	7	oscillations	oscillation	NOUN
easat-2661	25	8	in	in	ADP
easat-2661	25	9	the	the	DET
easat-2661	25	10	wireless	wireless	ADJ
easat-2661	25	11	channel	channel	NOUN
easat-2661	25	12	,	,	PUNCT
easat-2661	25	13	which	which	PRON
easat-2661	25	14	complicates	complicate	VERB
easat-2661	25	15	network	network	NOUN
easat-2661	25	16	connection	connection	NOUN
easat-2661	25	17	design	design	NOUN
easat-2661	25	18	[	[	X
easat-2661	25	19	2	2	NUM
easat-2661	25	20	]	]	PUNCT
easat-2661	25	21	.	.	PUNCT
easat-2661	26	1	to	to	PART
easat-2661	26	2	predict	predict	VERB
easat-2661	26	3	such	such	ADJ
easat-2661	26	4	events	event	NOUN
easat-2661	26	5	,	,	PUNCT
easat-2661	26	6	a	a	DET
easat-2661	26	7	variety	variety	NOUN
easat-2661	26	8	of	of	ADP
easat-2661	26	9	approaches	approach	NOUN
easat-2661	26	10	,	,	PUNCT
easat-2661	26	11	including	include	VERB
easat-2661	26	12	numerical	numerical	ADJ
easat-2661	26	13	and	and	CCONJ
easat-2661	26	14	machine	machine	NOUN
easat-2661	26	15	learning	learning	NOUN
easat-2661	26	16	procedures	procedure	NOUN
easat-2661	26	17	based	base	VERB
easat-2661	26	18	on	on	ADP
easat-2661	26	19	historical	historical	ADJ
easat-2661	26	20	time	time	NOUN
easat-2661	26	21	series	series	NOUN
easat-2661	26	22	and	and	CCONJ
easat-2661	26	23	radar	radar	NOUN
easat-2661	26	24	data	datum	NOUN
easat-2661	26	25	,	,	PUNCT
easat-2661	26	26	have	have	AUX
easat-2661	26	27	been	be	AUX
easat-2661	26	28	utilized	utilize	VERB
easat-2661	26	29	[	[	PUNCT
easat-2661	26	30	2	2	NUM
easat-2661	26	31	]	]	PUNCT
easat-2661	26	32	.	.	PUNCT
easat-2661	27	1	currently	currently	ADV
easat-2661	27	2	,	,	PUNCT
easat-2661	27	3	the	the	DET
easat-2661	27	4	most	most	ADV
easat-2661	27	5	common	common	ADJ
easat-2661	27	6	technique	technique	NOUN
easat-2661	27	7	for	for	ADP
easat-2661	27	8	rain	rain	NOUN
easat-2661	27	9	attenuation	attenuation	NOUN
easat-2661	27	10	prediction	prediction	NOUN
easat-2661	27	11	collects	collect	VERB
easat-2661	27	12	and	and	CCONJ
easat-2661	27	13	analyses	analyse	VERB
easat-2661	27	14	radar	radar	NOUN
easat-2661	27	15	image	image	NOUN
easat-2661	27	16	data	datum	NOUN
easat-2661	27	17	from	from	ADP
easat-2661	27	18	several	several	ADJ
easat-2661	27	19	organizations	organization	NOUN
easat-2661	27	20	to	to	PART
easat-2661	27	21	forecast	forecast	VERB
easat-2661	27	22	rain	rain	NOUN
easat-2661	27	23	attenuation	attenuation	NOUN
easat-2661	27	24	.	.	PUNCT
easat-2661	28	1	many	many	ADJ
easat-2661	28	2	quantitative	quantitative	ADJ
easat-2661	28	3	studies	study	NOUN
easat-2661	28	4	,	,	PUNCT
easat-2661	28	5	however	however	ADV
easat-2661	28	6	,	,	PUNCT
easat-2661	28	7	are	be	AUX
easat-2661	28	8	frequently	frequently	ADV
easat-2661	28	9	useful	useful	ADJ
easat-2661	28	10	in	in	ADP
easat-2661	28	11	predicting	predict	VERB
easat-2661	28	12	rainfall	rainfall	NOUN
easat-2661	28	13	[	[	X
easat-2661	28	14	3	3	NUM
easat-2661	28	15	]	]	PUNCT
easat-2661	28	16	.	.	PUNCT
easat-2661	29	1	the	the	DET
easat-2661	29	2	box	box	PROPN
easat-2661	29	3	and	and	CCONJ
easat-2661	29	4	jenkins	jenkins	PROPN
easat-2661	29	5	model	model	NOUN
easat-2661	30	1	[	[	X
easat-2661	30	2	4	4	NUM
easat-2661	30	3	]	]	PUNCT
easat-2661	30	4	,	,	PUNCT
easat-2661	30	5	was	be	AUX
easat-2661	30	6	improved	improve	VERB
easat-2661	30	7	on	on	ADP
easat-2661	30	8	by	by	ADP
easat-2661	30	9	box	box	PROPN
easat-2661	30	10	et	et	PROPN
easat-2661	30	11	al	al	PROPN
easat-2661	30	12	.	.	PUNCT
easat-2661	31	1	[	[	X
easat-2661	31	2	5	5	NUM
easat-2661	31	3	]	]	PUNCT
easat-2661	31	4	,	,	PUNCT
easat-2661	31	5	which	which	PRON
easat-2661	31	6	is	be	AUX
easat-2661	31	7	one	one	NUM
easat-2661	31	8	of	of	ADP
easat-2661	31	9	the	the	DET
easat-2661	31	10	most	most	ADV
easat-2661	31	11	effective	effective	ADJ
easat-2661	31	12	methods	method	NOUN
easat-2661	31	13	for	for	ADP
easat-2661	31	14	analysing	analyse	VERB
easat-2661	31	15	time	time	NOUN
easat-2661	31	16	series	series	PROPN
easat-2661	31	17	data	data	PROPN
easat-2661	31	18	,	,	PUNCT
easat-2661	31	19	commonly	commonly	ADV
easat-2661	31	20	known	know	VERB
easat-2661	31	21	as	as	ADP
easat-2661	31	22	autoregressive	autoregressive	ADJ
easat-2661	31	23	integrated	integrated	ADJ
easat-2661	31	24	moving	move	VERB
easat-2661	31	25	average	average	ADJ
easat-2661	31	26	(	(	PUNCT
easat-2661	31	27	arima	arima	NOUN
easat-2661	31	28	)	)	PUNCT
easat-2661	32	1	[	[	X
easat-2661	32	2	6],[7	6],[7	NUM
easat-2661	32	3	]	]	PUNCT
easat-2661	32	4	.	.	PUNCT
easat-2661	33	1	arima	arima	PROPN
easat-2661	33	2	has	have	AUX
easat-2661	33	3	been	be	AUX
easat-2661	33	4	frequently	frequently	ADV
easat-2661	33	5	used	use	VERB
easat-2661	33	6	to	to	PART
easat-2661	33	7	forecast	forecast	VERB
easat-2661	33	8	rainfall	rainfall	NOUN
easat-2661	33	9	trends	trend	NOUN
easat-2661	33	10	throughout	throughout	ADP
easat-2661	33	11	the	the	DET
easat-2661	33	12	years	year	NOUN
easat-2661	34	1	[	[	X
easat-2661	34	2	3	3	NUM
easat-2661	34	3	]	]	PUNCT
easat-2661	34	4	,	,	PUNCT
easat-2661	34	5	reservoir	reservoir	NOUN
easat-2661	34	6	and	and	CCONJ
easat-2661	34	7	river	river	NOUN
easat-2661	34	8	modelling	modelling	NOUN
easat-2661	34	9	[	[	X
easat-2661	34	10	8	8	NUM
easat-2661	34	11	]	]	PUNCT
easat-2661	34	12	,	,	PUNCT
easat-2661	34	13	economics	economic	NOUN
easat-2661	34	14	and	and	CCONJ
easat-2661	34	15	production	production	NOUN
easat-2661	35	1	[	[	X
easat-2661	35	2	9	9	NUM
easat-2661	35	3	]	]	PUNCT
easat-2661	35	4	,	,	PUNCT
easat-2661	35	5	and	and	CCONJ
easat-2661	35	6	evapotranspiration	evapotranspiration	NOUN
easat-2661	35	7	[	[	X
easat-2661	35	8	10	10	NUM
easat-2661	35	9	]	]	PUNCT
easat-2661	35	10	.	.	PUNCT
easat-2661	36	1	the	the	DET
easat-2661	36	2	approach	approach	NOUN
easat-2661	36	3	has	have	VERB
easat-2661	36	4	some	some	DET
easat-2661	36	5	intriguing	intriguing	ADJ
easat-2661	36	6	qualities	quality	NOUN
easat-2661	36	7	that	that	PRON
easat-2661	36	8	make	make	VERB
easat-2661	36	9	it	it	PRON
easat-2661	36	10	appealing	appealing	ADJ
easat-2661	36	11	to	to	ADP
easat-2661	36	12	researchers	researcher	NOUN
easat-2661	36	13	.	.	PUNCT
easat-2661	37	1	it	it	PRON
easat-2661	37	2	facilitates	facilitate	VERB
easat-2661	37	3	forecasting	forecast	VERB
easat-2661	37	4	by	by	ADP
easat-2661	37	5	enabling	enable	VERB
easat-2661	37	6	researchers	researcher	NOUN
easat-2661	37	7	to	to	PART
easat-2661	37	8	utilize	utilize	VERB
easat-2661	37	9	only	only	ADV
easat-2661	37	10	one	one	NUM
easat-2661	37	11	variabletime	variabletime	NOUN
easat-2661	37	12	data	datum	NOUN
easat-2661	37	13	series	series	NOUN
easat-2661	37	14	for	for	ADP
easat-2661	37	15	simple	simple	ADJ
easat-2661	37	16	scenarios	scenario	NOUN
easat-2661	37	17	while	while	SCONJ
easat-2661	37	18	permitting	permit	VERB
easat-2661	37	19	numerous	numerous	ADJ
easat-2661	37	20	more	more	ADV
easat-2661	37	21	complicated	complicated	ADJ
easat-2661	37	22	cases	case	NOUN
easat-2661	37	23	.	.	PUNCT
easat-2661	38	1	to	to	PART
easat-2661	38	2	intelligently	intelligently	ADV
easat-2661	38	3	mark	mark	VERB
easat-2661	38	4	out	out	ADP
easat-2661	38	5	rain	rain	NOUN
easat-2661	38	6	-	-	PUNCT
easat-2661	38	7	induced	induce	VERB
easat-2661	38	8	signal	signal	NOUN
easat-2661	38	9	attenuation	attenuation	NOUN
easat-2661	38	10	,	,	PUNCT
easat-2661	38	11	limit	limit	VERB
easat-2661	38	12	attenuation	attenuation	NOUN
easat-2661	38	13	impacts	impact	NOUN
easat-2661	38	14	,	,	PUNCT
easat-2661	38	15	and	and	CCONJ
easat-2661	38	16	enable	enable	VERB
easat-2661	38	17	network	network	NOUN
easat-2661	38	18	systems	system	NOUN
easat-2661	38	19	to	to	PART
easat-2661	38	20	make	make	VERB
easat-2661	38	21	the	the	DET
easat-2661	38	22	right	right	ADJ
easat-2661	38	23	decisions	decision	NOUN
easat-2661	38	24	ahead	ahead	ADV
easat-2661	38	25	of	of	ADP
easat-2661	38	26	time	time	NOUN
easat-2661	38	27	,	,	PUNCT
easat-2661	38	28	an	an	DET
easat-2661	38	29	arima	arima	NOUN
easat-2661	38	30	or	or	CCONJ
easat-2661	38	31	sarima	sarima	NOUN
easat-2661	38	32	model	model	NOUN
easat-2661	38	33	for	for	ADP
easat-2661	38	34	time	time	NOUN
easat-2661	38	35	series	series	PROPN
easat-2661	38	36	forecasting	forecasting	NOUN
easat-2661	38	37	must	must	AUX
easat-2661	38	38	be	be	AUX
easat-2661	38	39	designed	design	VERB
easat-2661	38	40	and	and	CCONJ
easat-2661	38	41	assessed	assess	VERB
easat-2661	38	42	to	to	PART
easat-2661	38	43	help	help	VERB
easat-2661	38	44	anticipate	anticipate	VERB
easat-2661	38	45	and	and	CCONJ
easat-2661	38	46	enhance	enhance	VERB
easat-2661	38	47	microwave	microwave	NOUN
easat-2661	38	48	network	network	NOUN
easat-2661	38	49	performance	performance	NOUN
easat-2661	38	50	[	[	X
easat-2661	38	51	11	11	NUM
easat-2661	38	52	]	]	PUNCT
easat-2661	38	53	.	.	PUNCT
easat-2661	39	1	the	the	DET
easat-2661	39	2	study	study	NOUN
easat-2661	39	3	aims	aim	VERB
easat-2661	39	4	to	to	PART
easat-2661	39	5	compare	compare	VERB
easat-2661	39	6	different	different	ADJ
easat-2661	39	7	models	model	NOUN
easat-2661	39	8	over	over	ADP
easat-2661	39	9	this	this	DET
easat-2661	39	10	region	region	NOUN
easat-2661	39	11	to	to	PART
easat-2661	39	12	determine	determine	VERB
easat-2661	39	13	the	the	DET
easat-2661	39	14	signal	signal	ADJ
easat-2661	39	15	attenuation	attenuation	NOUN
easat-2661	39	16	induced	induce	VERB
easat-2661	39	17	by	by	ADP
easat-2661	39	18	rain	rain	NOUN
easat-2661	39	19	and	and	CCONJ
easat-2661	39	20	to	to	PART
easat-2661	39	21	perform	perform	VERB
easat-2661	39	22	real	real	ADJ
easat-2661	39	23	-	-	PUNCT
easat-2661	39	24	time	time	NOUN
easat-2661	39	25	predictions	prediction	NOUN
easat-2661	39	26	on	on	ADP
easat-2661	39	27	rain	rain	NOUN
easat-2661	39	28	attenuation	attenuation	NOUN
easat-2661	39	29	data	datum	NOUN
easat-2661	39	30	for	for	ADP
easat-2661	39	31	application	application	NOUN
easat-2661	39	32	on	on	ADP
easat-2661	39	33	microwave	microwave	NOUN
easat-2661	39	34	,	,	PUNCT
easat-2661	39	35	terrestrial	terrestrial	ADJ
easat-2661	39	36	,	,	PUNCT
easat-2661	39	37	and	and	CCONJ
easat-2661	39	38	satellite	satellite	NOUN
easat-2661	39	39	communications	communication	NOUN
easat-2661	39	40	systems	system	NOUN
easat-2661	39	41	.	.	PUNCT
easat-2661	40	1	for	for	ADP
easat-2661	40	2	improved	improved	ADJ
easat-2661	40	3	performance	performance	NOUN
easat-2661	40	4	,	,	PUNCT
easat-2661	40	5	there	there	PRON
easat-2661	40	6	is	be	VERB
easat-2661	40	7	a	a	DET
easat-2661	40	8	need	need	NOUN
easat-2661	40	9	to	to	PART
easat-2661	40	10	carry	carry	VERB
easat-2661	40	11	out	out	ADP
easat-2661	40	12	different	different	ADJ
easat-2661	40	13	forecasting	forecasting	NOUN
easat-2661	40	14	models	model	NOUN
easat-2661	40	15	that	that	PRON
easat-2661	40	16	are	be	AUX
easat-2661	40	17	reviewed	review	VERB
easat-2661	40	18	and	and	CCONJ
easat-2661	40	19	compared	compare	VERB
easat-2661	40	20	in	in	ADP
easat-2661	40	21	different	different	ADJ
easat-2661	40	22	geographical	geographical	ADJ
easat-2661	40	23	regions	region	NOUN
easat-2661	40	24	.	.	PUNCT
easat-2661	41	1	the	the	DET
easat-2661	41	2	proposed	propose	VERB
easat-2661	41	3	model	model	NOUN
easat-2661	41	4	can	can	AUX
easat-2661	41	5	anticipate	anticipate	VERB
easat-2661	41	6	rain	rain	NOUN
easat-2661	41	7	attenuation	attenuation	NOUN
easat-2661	41	8	with	with	ADP
easat-2661	41	9	high	high	ADJ
easat-2661	41	10	accuracy	accuracy	NOUN
easat-2661	41	11	and	and	CCONJ
easat-2661	41	12	assist	assist	VERB
easat-2661	41	13	network	network	NOUN
easat-2661	41	14	systems	system	NOUN
easat-2661	41	15	in	in	ADP
easat-2661	41	16	making	make	VERB
easat-2661	41	17	appropriate	appropriate	ADJ
easat-2661	41	18	decisions	decision	NOUN
easat-2661	41	19	to	to	PART
easat-2661	41	20	prevent	prevent	VERB
easat-2661	41	21	rain	rain	NOUN
easat-2661	41	22	fade	fade	NOUN
easat-2661	41	23	.	.	PUNCT
easat-2661	42	1	time	time	PROPN
easat-2661	42	2	series	series	PROPN
easat-2661	42	3	data	datum	NOUN
easat-2661	42	4	analysis	analysis	NOUN
easat-2661	42	5	may	may	AUX
easat-2661	42	6	be	be	AUX
easat-2661	42	7	used	use	VERB
easat-2661	42	8	to	to	PART
easat-2661	42	9	simulate	simulate	VERB
easat-2661	42	10	meteorological	meteorological	ADJ
easat-2661	42	11	data	datum	NOUN
easat-2661	42	12	such	such	ADJ
easat-2661	42	13	as	as	ADP
easat-2661	42	14	humidity	humidity	NOUN
easat-2661	42	15	,	,	PUNCT
easat-2661	42	16	temperature	temperature	NOUN
easat-2661	42	17	,	,	PUNCT
easat-2661	42	18	rainfall	rainfall	NOUN
easat-2661	42	19	,	,	PUNCT
easat-2661	42	20	and	and	CCONJ
easat-2661	42	21	other	other	ADJ
easat-2661	42	22	environmental	environmental	ADJ
easat-2661	42	23	factors	factor	NOUN
easat-2661	42	24	[	[	X
easat-2661	42	25	11	11	NUM
easat-2661	42	26	]	]	PUNCT
easat-2661	42	27	.	.	PUNCT
easat-2661	43	1	forecasting	forecasting	NOUN
easat-2661	43	2	attenuation	attenuation	NOUN
easat-2661	43	3	is	be	AUX
easat-2661	43	4	critical	critical	ADJ
easat-2661	43	5	for	for	ADP
easat-2661	43	6	making	make	VERB
easat-2661	43	7	significant	significant	ADJ
easat-2661	43	8	decisions	decision	NOUN
easat-2661	43	9	and	and	CCONJ
easat-2661	43	10	carrying	carry	VERB
easat-2661	43	11	out	out	ADP
easat-2661	43	12	strategic	strategic	ADJ
easat-2661	43	13	planning	planning	NOUN
easat-2661	43	14	.	.	PUNCT
easat-2661	44	1	the	the	DET
easat-2661	44	2	capacity	capacity	NOUN
easat-2661	44	3	to	to	PART
easat-2661	44	4	objectively	objectively	ADV
easat-2661	44	5	anticipate	anticipate	VERB
easat-2661	44	6	and	and	CCONJ
easat-2661	44	7	forecast	forecast	NOUN
easat-2661	44	8	attenuation	attenuation	NOUN
easat-2661	44	9	leads	lead	VERB
easat-2661	44	10	to	to	ADP
easat-2661	44	11	the	the	DET
easat-2661	44	12	management	management	NOUN
easat-2661	44	13	of	of	ADP
easat-2661	44	14	signal	signal	NOUN
easat-2661	44	15	and	and	CCONJ
easat-2661	44	16	water	water	NOUN
easat-2661	44	17	-	-	PUNCT
easat-2661	44	18	related	relate	VERB
easat-2661	44	19	problems	problem	NOUN
easat-2661	44	20	such	such	ADJ
easat-2661	44	21	as	as	ADP
easat-2661	44	22	signal	signal	ADJ
easat-2661	44	23	loss	loss	NOUN
easat-2661	44	24	,	,	PUNCT
easat-2661	44	25	quality	quality	NOUN
easat-2661	44	26	of	of	ADP
easat-2661	44	27	service	service	NOUN
easat-2661	44	28	,	,	PUNCT
easat-2661	44	29	floods	flood	NOUN
easat-2661	44	30	,	,	PUNCT
easat-2661	44	31	and	and	CCONJ
easat-2661	44	32	drought	drought	NOUN
easat-2661	44	33	,	,	PUNCT
easat-2661	44	34	among	among	ADP
easat-2661	44	35	other	other	ADJ
easat-2661	44	36	concerns	concern	NOUN
easat-2661	44	37	[	[	X
easat-2661	44	38	12	12	NUM
easat-2661	44	39	]	]	PUNCT
easat-2661	44	40	.	.	PUNCT
easat-2661	45	1	as	as	ADP
easat-2661	45	2	a	a	DET
easat-2661	45	3	result	result	NOUN
easat-2661	45	4	,	,	PUNCT
easat-2661	45	5	forecasting	forecasting	NOUN
easat-2661	45	6	attenuation	attenuation	NOUN
easat-2661	45	7	is	be	AUX
easat-2661	45	8	beneficial	beneficial	ADJ
easat-2661	45	9	for	for	ADP
easat-2661	45	10	anticipating	anticipate	VERB
easat-2661	45	11	severe	severe	ADJ
easat-2661	45	12	occurrences	occurrence	NOUN
easat-2661	45	13	that	that	PRON
easat-2661	45	14	may	may	AUX
easat-2661	45	15	result	result	VERB
easat-2661	45	16	in	in	ADP
easat-2661	45	17	the	the	DET
easat-2661	45	18	loss	loss	NOUN
easat-2661	45	19	of	of	ADP
easat-2661	45	20	radio	radio	NOUN
easat-2661	45	21	transmissions	transmission	NOUN
easat-2661	45	22	over	over	ADP
easat-2661	45	23	10	10	NUM
easat-2661	45	24	ghz	ghz	NOUN
easat-2661	45	25	on	on	ADP
easat-2661	45	26	both	both	CCONJ
easat-2661	45	27	terrestrial	terrestrial	ADJ
easat-2661	45	28	and	and	CCONJ
easat-2661	45	29	satellite	satellite	NOUN
easat-2661	45	30	communication	communication	NOUN
easat-2661	45	31	channels	channel	NOUN
easat-2661	45	32	.	.	PUNCT
easat-2661	46	1	by	by	ADP
easat-2661	46	2	using	use	VERB
easat-2661	46	3	a	a	DET
easat-2661	46	4	set	set	NOUN
easat-2661	46	5	of	of	ADP
easat-2661	46	6	historical	historical	ADJ
easat-2661	46	7	data	datum	NOUN
easat-2661	46	8	,	,	PUNCT
easat-2661	46	9	such	such	ADJ
easat-2661	46	10	as	as	ADP
easat-2661	46	11	precipitation	precipitation	NOUN
easat-2661	46	12	over	over	ADP
easat-2661	46	13	time	time	NOUN
easat-2661	46	14	,	,	PUNCT
easat-2661	46	15	the	the	DET
easat-2661	46	16	arima	arima	NOUN
easat-2661	46	17	model	model	NOUN
easat-2661	46	18	is	be	AUX
easat-2661	46	19	a	a	DET
easat-2661	46	20	variant	variant	NOUN
easat-2661	46	21	of	of	ADP
easat-2661	46	22	time	time	NOUN
easat-2661	46	23	-	-	PUNCT
easat-2661	46	24	series	series	NOUN
easat-2661	46	25	data	datum	NOUN
easat-2661	46	26	analysis	analysis	NOUN
easat-2661	46	27	that	that	PRON
easat-2661	46	28	can	can	AUX
easat-2661	46	29	be	be	AUX
easat-2661	46	30	used	use	VERB
easat-2661	46	31	to	to	PART
easat-2661	46	32	predict	predict	VERB
easat-2661	46	33	future	future	ADJ
easat-2661	46	34	events	event	NOUN
easat-2661	46	35	[	[	X
easat-2661	46	36	12	12	NUM
easat-2661	46	37	]	]	PUNCT
easat-2661	46	38	.	.	PUNCT
easat-2661	46	39	.	.	PUNCT
easat-2661	47	1	hence	hence	ADV
easat-2661	47	2	,	,	PUNCT
easat-2661	47	3	to	to	PART
easat-2661	47	4	predict	predict	VERB
easat-2661	47	5	future	future	ADJ
easat-2661	47	6	rainfall	rainfall	NOUN
easat-2661	47	7	,	,	PUNCT
easat-2661	47	8	the	the	DET
easat-2661	47	9	arima	arima	NOUN
easat-2661	47	10	model	model	NOUN
easat-2661	47	11	is	be	AUX
easat-2661	47	12	used	use	VERB
easat-2661	47	13	in	in	ADP
easat-2661	47	14	this	this	DET
easat-2661	47	15	study	study	NOUN
easat-2661	47	16	.	.	PUNCT
easat-2661	48	1	[	[	X
easat-2661	48	2	13	13	NUM
easat-2661	48	3	]	]	PUNCT
easat-2661	48	4	,	,	PUNCT
easat-2661	48	5	[	[	X
easat-2661	48	6	10	10	NUM
easat-2661	48	7	,	,	PUNCT
easat-2661	48	8	11	11	NUM
easat-2661	48	9	]	]	PUNCT
easat-2661	48	10	performed	perform	VERB
easat-2661	48	11	research	research	NOUN
easat-2661	48	12	on	on	ADP
easat-2661	48	13	rainfall	rainfall	NOUN
easat-2661	48	14	forecasting	forecasting	NOUN
easat-2661	48	15	using	use	VERB
easat-2661	48	16	the	the	DET
easat-2661	48	17	arima	arima	PROPN
easat-2661	48	18	model	model	NOUN
easat-2661	48	19	.	.	PUNCT
easat-2661	49	1	the	the	DET
easat-2661	49	2	growth	growth	NOUN
easat-2661	49	3	in	in	ADP
easat-2661	49	4	population	population	NOUN
easat-2661	49	5	coincides	coincide	VERB
easat-2661	49	6	with	with	ADP
easat-2661	49	7	higher	high	ADJ
easat-2661	49	8	frequency	frequency	NOUN
easat-2661	49	9	demand	demand	NOUN
easat-2661	49	10	in	in	ADP
easat-2661	49	11	terrestrial	terrestrial	ADJ
easat-2661	49	12	and	and	CCONJ
easat-2661	49	13	satellite	satellite	NOUN
easat-2661	49	14	communication	communication	NOUN
easat-2661	49	15	systems	system	NOUN
easat-2661	49	16	,	,	PUNCT
easat-2661	49	17	an	an	DET
easat-2661	49	18	increase	increase	NOUN
easat-2661	49	19	in	in	ADP
easat-2661	49	20	demands	demand	NOUN
easat-2661	49	21	for	for	ADP
easat-2661	49	22	domestic	domestic	ADJ
easat-2661	49	23	water	water	NOUN
easat-2661	49	24	supplies	supply	NOUN
easat-2661	49	25	,	,	PUNCT
easat-2661	49	26	and	and	CCONJ
easat-2661	49	27	at	at	ADP
easat-2661	49	28	the	the	DET
easat-2661	49	29	same	same	ADJ
easat-2661	49	30	time	time	NOUN
easat-2661	49	31	results	result	VERB
easat-2661	49	32	in	in	ADP
easat-2661	49	33	higher	high	ADJ
easat-2661	49	34	frequency	frequency	NOUN
easat-2661	49	35	consumption	consumption	NOUN
easat-2661	49	36	due	due	ADP
easat-2661	49	37	to	to	ADP
easat-2661	49	38	expansion	expansion	NOUN
easat-2661	49	39	in	in	ADP
easat-2661	49	40	the	the	DET
easat-2661	49	41	telecommunications	telecommunications	NOUN
easat-2661	49	42	industry	industry	NOUN
easat-2661	50	1	[	[	X
easat-2661	50	2	14	14	NUM
easat-2661	50	3	]	]	PUNCT
easat-2661	50	4	.	.	PUNCT
easat-2661	51	1	mismanagement	mismanagement	NOUN
easat-2661	51	2	and	and	CCONJ
easat-2661	51	3	a	a	DET
easat-2661	51	4	lack	lack	NOUN
easat-2661	51	5	of	of	ADP
easat-2661	51	6	knowledge	knowledge	NOUN
easat-2661	51	7	about	about	ADP
easat-2661	51	8	existing	exist	VERB
easat-2661	51	9	frequencies	frequency	NOUN
easat-2661	51	10	and	and	CCONJ
easat-2661	51	11	changes	change	NOUN
easat-2661	51	12	in	in	ADP
easat-2661	51	13	climatic	climatic	ADJ
easat-2661	51	14	conditions	condition	NOUN
easat-2661	51	15	have	have	VERB
easat-2661	51	16	consequences	consequence	NOUN
easat-2661	51	17	for	for	ADP
easat-2661	51	18	an	an	DET
easat-2661	51	19	imbalance	imbalance	NOUN
easat-2661	51	20	in	in	ADP
easat-2661	51	21	signal	signal	ADJ
easat-2661	51	22	strength	strength	NOUN
easat-2661	51	23	and	and	CCONJ
easat-2661	51	24	rain	rain	NOUN
easat-2661	51	25	fade	fade	NOUN
easat-2661	51	26	.	.	PUNCT
easat-2661	52	1	a	a	DET
easat-2661	52	2	few	few	ADJ
easat-2661	52	3	pieces	piece	NOUN
easat-2661	52	4	of	of	ADP
easat-2661	52	5	literature	literature	NOUN
easat-2661	52	6	exist	exist	VERB
easat-2661	52	7	in	in	ADP
easat-2661	52	8	the	the	DET
easat-2661	52	9	time	time	NOUN
easat-2661	52	10	series	series	NOUN
easat-2661	52	11	analysis	analysis	NOUN
easat-2661	52	12	of	of	ADP
easat-2661	52	13	monthly	monthly	ADJ
easat-2661	52	14	rainfall	rainfall	NOUN
easat-2661	52	15	in	in	ADP
easat-2661	52	16	some	some	DET
easat-2661	52	17	states	state	NOUN
easat-2661	52	18	in	in	ADP
easat-2661	52	19	nigeria	nigeria	PROPN
easat-2661	52	20	;	;	PUNCT
easat-2661	52	21	they	they	PRON
easat-2661	52	22	include	include	VERB
easat-2661	52	23	:	:	PUNCT
easat-2661	52	24	akwa	akwa	NOUN
easat-2661	52	25	-	-	PUNCT
easat-2661	52	26	ibom	ibom	NOUN
easat-2661	52	27	state	state	NOUN
easat-2661	52	28	,	,	PUNCT
easat-2661	52	29	uyo	uyo	PROPN
easat-2661	52	30	[	[	X
easat-2661	52	31	14	14	NUM
easat-2661	52	32	]	]	PUNCT
easat-2661	52	33	.	.	PUNCT
easat-2661	53	1	over	over	ADP
easat-2661	53	2	the	the	DET
easat-2661	53	3	years	year	NOUN
easat-2661	53	4	,	,	PUNCT
easat-2661	53	5	sarima	sarima	NOUN
easat-2661	53	6	has	have	AUX
easat-2661	53	7	frequently	frequently	ADV
easat-2661	53	8	been	be	AUX
easat-2661	53	9	used	use	VERB
easat-2661	53	10	to	to	PART
easat-2661	53	11	predict	predict	VERB
easat-2661	53	12	rainfall	rainfall	NOUN
easat-2661	53	13	trends	trend	NOUN
easat-2661	54	1	[	[	X
easat-2661	54	2	2	2	NUM
easat-2661	54	3	]	]	PUNCT
easat-2661	54	4	,	,	PUNCT
easat-2661	54	5	modelling	modelling	NOUN
easat-2661	54	6	of	of	ADP
easat-2661	54	7	streams	stream	NOUN
easat-2661	54	8	and	and	CCONJ
easat-2661	54	9	lakes	lake	NOUN
easat-2661	55	1	[	[	X
easat-2661	55	2	3	3	NUM
easat-2661	55	3	]	]	PUNCT
easat-2661	55	4	,	,	PUNCT
easat-2661	55	5	manufacturing	manufacturing	NOUN
easat-2661	55	6	and	and	CCONJ
easat-2661	55	7	finances	finance	NOUN
easat-2661	55	8	[	[	X
easat-2661	55	9	15	15	NUM
easat-2661	55	10	]	]	PUNCT
easat-2661	55	11	,	,	PUNCT
easat-2661	55	12	loss	loss	NOUN
easat-2661	55	13	of	of	ADP
easat-2661	55	14	water	water	NOUN
easat-2661	56	1	[	[	X
easat-2661	56	2	16	16	NUM
easat-2661	56	3	]	]	PUNCT
easat-2661	56	4	.	.	PUNCT
easat-2661	57	1	using	use	VERB
easat-2661	57	2	the	the	DET
easat-2661	57	3	sarima	sarima	NOUN
easat-2661	57	4	and	and	CCONJ
easat-2661	57	5	mlp	mlp	PROPN
easat-2661	57	6	approaches	approach	NOUN
easat-2661	57	7	to	to	PART
easat-2661	57	8	anticipate	anticipate	VERB
easat-2661	57	9	prices	price	NOUN
easat-2661	57	10	on	on	ADP
easat-2661	57	11	the	the	DET
easat-2661	57	12	indian	indian	ADJ
easat-2661	57	13	power	power	NOUN
easat-2661	57	14	exchange	exchange	PROPN
easat-2661	57	15	traded	trade	VERB
easat-2661	57	16	market	market	NOUN
easat-2661	57	17	,	,	PUNCT
easat-2661	57	18	the	the	DET
easat-2661	57	19	findings	finding	NOUN
easat-2661	57	20	show	show	VERB
easat-2661	57	21	that	that	SCONJ
easat-2661	57	22	the	the	DET
easat-2661	57	23	sarima	sarima	NOUN
easat-2661	57	24	model	model	NOUN
easat-2661	57	25	had	have	VERB
easat-2661	57	26	a	a	DET
easat-2661	57	27	high	high	ADJ
easat-2661	57	28	prediction	prediction	NOUN
easat-2661	57	29	accuracy	accuracy	NOUN
easat-2661	57	30	[	[	X
easat-2661	57	31	17	17	NUM
easat-2661	57	32	]	]	PUNCT
easat-2661	57	33	and	and	CCONJ
easat-2661	57	34	was	be	AUX
easat-2661	57	35	further	far	ADV
easat-2661	57	36	validated	validate	VERB
easat-2661	57	37	by	by	ADP
easat-2661	57	38	[	[	X
easat-2661	57	39	18	18	NUM
easat-2661	57	40	]	]	PUNCT
easat-2661	57	41	for	for	ADP
easat-2661	57	42	automatic	automatic	ADJ
easat-2661	57	43	sarima	sarima	NOUN
easat-2661	57	44	modeling	modeling	NOUN
easat-2661	57	45	and	and	CCONJ
easat-2661	57	46	forecast	forecast	NOUN
easat-2661	57	47	.	.	PUNCT
easat-2661	58	1	price	price	NOUN
easat-2661	58	2	forecasting	forecasting	NOUN
easat-2661	58	3	has	have	AUX
easat-2661	58	4	also	also	ADV
easat-2661	58	5	made	make	VERB
easat-2661	58	6	extensive	extensive	ADJ
easat-2661	58	7	use	use	NOUN
easat-2661	58	8	of	of	ADP
easat-2661	58	9	the	the	DET
easat-2661	58	10	sarima	sarima	NOUN
easat-2661	58	11	models	model	NOUN
easat-2661	58	12	.	.	PUNCT
easat-2661	59	1	for	for	ADP
easat-2661	59	2	instance	instance	NOUN
easat-2661	59	3	,	,	PUNCT
easat-2661	59	4	the	the	DET
easat-2661	59	5	sarima	sarima	NOUN
easat-2661	59	6	model	model	NOUN
easat-2661	59	7	outperformed	outperform	VERB
easat-2661	59	8	the	the	DET
easat-2661	59	9	back	back	ADJ
easat-2661	59	10	-	-	PUNCT
easat-2661	59	11	propagation	propagation	NOUN
easat-2661	59	12	neural	neural	ADJ
easat-2661	59	13	3102	3102	NUM
easat-2661	59	14	edelweiss	edelweiss	PROPN
easat-2661	59	15	applied	apply	VERB
easat-2661	59	16	science	science	NOUN
easat-2661	59	17	and	and	CCONJ
easat-2661	59	18	technology	technology	NOUN
easat-2661	59	19	issn	issn	PROPN
easat-2661	59	20	:	:	PUNCT
easat-2661	59	21	2576	2576	NUM
easat-2661	59	22	-	-	SYM
easat-2661	59	23	8484	8484	NUM
easat-2661	59	24	vol	vol	NOUN
easat-2661	59	25	.	.	PROPN
easat-2661	60	1	8	8	NUM
easat-2661	60	2	,	,	PUNCT
easat-2661	60	3	no	no	INTJ
easat-2661	60	4	.	.	NOUN
easat-2661	61	1	6	6	NUM
easat-2661	61	2	:	:	SYM
easat-2661	61	3	3100	3100	NUM
easat-2661	61	4	-	-	SYM
easat-2661	61	5	3128	3128	NUM
easat-2661	61	6	,	,	PUNCT
easat-2661	61	7	2024	2024	NUM
easat-2661	61	8	doi	doi	NOUN
easat-2661	61	9	:	:	PUNCT
easat-2661	61	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	61	11	©	©	PROPN
easat-2661	61	12	2024	2024	NUM
easat-2661	61	13	by	by	ADP
easat-2661	61	14	the	the	DET
easat-2661	61	15	authors	author	NOUN
easat-2661	61	16	;	;	PUNCT
easat-2661	62	1	licensee	licensee	PROPN
easat-2661	62	2	learning	learn	VERB
easat-2661	62	3	gate	gate	NOUN
easat-2661	62	4	network	network	NOUN
easat-2661	62	5	in	in	ADP
easat-2661	62	6	providing	provide	VERB
easat-2661	62	7	a	a	DET
easat-2661	62	8	more	more	ADV
easat-2661	62	9	generic	generic	ADJ
easat-2661	62	10	and	and	CCONJ
easat-2661	62	11	accurate	accurate	ADJ
easat-2661	62	12	forecast	forecast	NOUN
easat-2661	62	13	for	for	ADP
easat-2661	62	14	the	the	DET
easat-2661	62	15	korea	korea	PROPN
easat-2661	62	16	stock	stock	PROPN
easat-2661	62	17	prices	price	NOUN
easat-2661	62	18	index	index	NOUN
easat-2661	62	19	(	(	PUNCT
easat-2661	62	20	kospi	kospi	NOUN
easat-2661	62	21	)	)	PUNCT
easat-2661	63	1	[	[	X
easat-2661	63	2	19	19	NUM
easat-2661	63	3	]	]	PUNCT
easat-2661	63	4	.	.	PUNCT
easat-2661	64	1	researchers	researcher	NOUN
easat-2661	64	2	shows	show	VERB
easat-2661	64	3	interest	interest	NOUN
easat-2661	64	4	due	due	ADP
easat-2661	64	5	to	to	ADP
easat-2661	64	6	the	the	DET
easat-2661	64	7	strategy	strategy	NOUN
easat-2661	64	8	because	because	SCONJ
easat-2661	64	9	of	of	ADP
easat-2661	64	10	its	its	PRON
easat-2661	64	11	fascinating	fascinating	ADJ
easat-2661	64	12	features	feature	NOUN
easat-2661	64	13	.	.	PUNCT
easat-2661	65	1	it	it	PRON
easat-2661	65	2	makes	make	VERB
easat-2661	65	3	forecasting	forecasting	NOUN
easat-2661	65	4	easier	easy	ADJ
easat-2661	65	5	by	by	ADP
easat-2661	65	6	allowing	allow	VERB
easat-2661	65	7	researchers	researcher	NOUN
easat-2661	65	8	to	to	PART
easat-2661	65	9	use	use	VERB
easat-2661	65	10	just	just	ADV
easat-2661	65	11	one	one	NUM
easat-2661	65	12	variable	variable	ADJ
easat-2661	65	13	-	-	PUNCT
easat-2661	65	14	time	time	NOUN
easat-2661	65	15	data	datum	NOUN
easat-2661	65	16	series	series	NOUN
easat-2661	65	17	for	for	ADP
easat-2661	65	18	straightforward	straightforward	ADJ
easat-2661	65	19	scenarios	scenario	NOUN
easat-2661	65	20	while	while	SCONJ
easat-2661	65	21	allowing	allow	VERB
easat-2661	65	22	a	a	DET
easat-2661	65	23	variety	variety	NOUN
easat-2661	65	24	of	of	ADP
easat-2661	65	25	more	more	ADJ
easat-2661	65	26	complex	complex	ADJ
easat-2661	65	27	cases	case	NOUN
easat-2661	65	28	.	.	PUNCT
easat-2661	66	1	a	a	DET
easat-2661	66	2	sarima	sarima	NOUN
easat-2661	66	3	model	model	NOUN
easat-2661	66	4	for	for	ADP
easat-2661	66	5	time	time	NOUN
easat-2661	66	6	series	series	PROPN
easat-2661	66	7	forecasting	forecasting	NOUN
easat-2661	66	8	must	must	AUX
easat-2661	66	9	be	be	AUX
easat-2661	66	10	created	create	VERB
easat-2661	66	11	and	and	CCONJ
easat-2661	66	12	evaluated	evaluate	VERB
easat-2661	66	13	in	in	ADP
easat-2661	66	14	order	order	NOUN
easat-2661	66	15	to	to	PART
easat-2661	66	16	accurately	accurately	ADV
easat-2661	66	17	identify	identify	VERB
easat-2661	66	18	rain	rain	NOUN
easat-2661	66	19	-	-	PUNCT
easat-2661	66	20	induced	induce	VERB
easat-2661	66	21	signal	signal	NOUN
easat-2661	66	22	attenuation	attenuation	NOUN
easat-2661	66	23	,	,	PUNCT
easat-2661	66	24	restrict	restrict	VERB
easat-2661	66	25	attenuation	attenuation	NOUN
easat-2661	66	26	effects	effect	NOUN
easat-2661	66	27	,	,	PUNCT
easat-2661	66	28	and	and	CCONJ
easat-2661	66	29	allow	allow	VERB
easat-2661	66	30	network	network	NOUN
easat-2661	66	31	systems	system	NOUN
easat-2661	66	32	to	to	PART
easat-2661	66	33	take	take	VERB
easat-2661	66	34	the	the	DET
easat-2661	66	35	appropriate	appropriate	ADJ
easat-2661	66	36	actions	action	NOUN
easat-2661	66	37	in	in	ADP
easat-2661	66	38	advance	advance	NOUN
easat-2661	66	39	.	.	PUNCT
easat-2661	67	1	this	this	PRON
easat-2661	67	2	will	will	AUX
easat-2661	67	3	help	help	VERB
easat-2661	67	4	improve	improve	VERB
easat-2661	67	5	broadband	broadband	NOUN
easat-2661	67	6	network	network	NOUN
easat-2661	67	7	reliability	reliability	NOUN
easat-2661	67	8	.	.	PUNCT
easat-2661	68	1	the	the	DET
easat-2661	68	2	sarima	sarima	NOUN
easat-2661	68	3	model	model	NOUN
easat-2661	68	4	has	have	VERB
easat-2661	68	5	the	the	DET
easat-2661	68	6	advantage	advantage	NOUN
easat-2661	68	7	of	of	ADP
easat-2661	68	8	being	be	AUX
easat-2661	68	9	able	able	ADJ
easat-2661	68	10	to	to	PART
easat-2661	68	11	study	study	VERB
easat-2661	68	12	stochastic	stochastic	NOUN
easat-2661	68	13	,	,	PUNCT
easat-2661	68	14	seasonal	seasonal	ADJ
easat-2661	68	15	,	,	PUNCT
easat-2661	68	16	and	and	CCONJ
easat-2661	68	17	even	even	ADV
easat-2661	68	18	periodic	periodic	ADJ
easat-2661	68	19	circumstances	circumstance	NOUN
easat-2661	68	20	in	in	ADP
easat-2661	68	21	the	the	DET
easat-2661	68	22	time	time	NOUN
easat-2661	68	23	series	series	NOUN
easat-2661	68	24	under	under	ADP
easat-2661	68	25	consideration	consideration	NOUN
easat-2661	68	26	.	.	PUNCT
easat-2661	69	1	using	use	VERB
easat-2661	69	2	the	the	DET
easat-2661	69	3	arima	arima	NOUN
easat-2661	69	4	and	and	CCONJ
easat-2661	69	5	sarima	sarima	NOUN
easat-2661	69	6	models	model	NOUN
easat-2661	69	7	,	,	PUNCT
easat-2661	69	8	the	the	DET
easat-2661	69	9	research	research	NOUN
easat-2661	69	10	time	time	NOUN
easat-2661	69	11	series	series	PROPN
easat-2661	69	12	attenuation	attenuation	NOUN
easat-2661	69	13	illustrates	illustrate	VERB
easat-2661	69	14	the	the	DET
easat-2661	69	15	likelihood	likelihood	NOUN
easat-2661	69	16	that	that	SCONJ
easat-2661	69	17	attenuation	attenuation	NOUN
easat-2661	69	18	would	would	AUX
easat-2661	69	19	happen	happen	VERB
easat-2661	69	20	during	during	ADP
easat-2661	69	21	precipitation	precipitation	NOUN
easat-2661	69	22	at	at	ADP
easat-2661	69	23	a	a	DET
easat-2661	69	24	certain	certain	ADJ
easat-2661	69	25	time	time	NOUN
easat-2661	69	26	frame	frame	NOUN
easat-2661	69	27	,	,	PUNCT
easat-2661	69	28	which	which	PRON
easat-2661	69	29	aids	aid	VERB
easat-2661	69	30	in	in	ADP
easat-2661	69	31	understanding	understand	VERB
easat-2661	69	32	the	the	DET
easat-2661	69	33	occurrence	occurrence	NOUN
easat-2661	69	34	of	of	ADP
easat-2661	69	35	signal	signal	ADJ
easat-2661	69	36	loss	loss	NOUN
easat-2661	69	37	during	during	ADP
easat-2661	69	38	transmission	transmission	NOUN
easat-2661	69	39	.	.	PUNCT
easat-2661	70	1	the	the	DET
easat-2661	70	2	study	study	NOUN
easat-2661	70	3	analyzed	analyze	VERB
easat-2661	70	4	2023	2023	NUM
easat-2661	70	5	data	datum	NOUN
easat-2661	70	6	and	and	CCONJ
easat-2661	70	7	predicted	predict	VERB
easat-2661	70	8	future	future	ADJ
easat-2661	70	9	occurrences	occurrence	NOUN
easat-2661	70	10	using	use	VERB
easat-2661	70	11	a	a	DET
easat-2661	70	12	set	set	NOUN
easat-2661	70	13	of	of	ADP
easat-2661	70	14	attenuation	attenuation	NOUN
easat-2661	70	15	time	time	NOUN
easat-2661	70	16	series	series	PROPN
easat-2661	70	17	data	data	PROPN
easat-2661	70	18	.	.	PUNCT
easat-2661	71	1	the	the	DET
easat-2661	71	2	sarima	sarima	NOUN
easat-2661	71	3	model	model	NOUN
easat-2661	71	4	(	(	PUNCT
easat-2661	71	5	0	0	NUM
easat-2661	71	6	,	,	PUNCT
easat-2661	71	7	1	1	NUM
easat-2661	71	8	,	,	PUNCT
easat-2661	71	9	0	0	NUM
easat-2661	71	10	)	)	PUNCT
easat-2661	71	11	(	(	PUNCT
easat-2661	71	12	0,1,1	0,1,1	NUM
easat-2661	71	13	)	)	PUNCT
easat-2661	71	14	(	(	PUNCT
easat-2661	71	15	12	12	NUM
easat-2661	71	16	)	)	PUNCT
easat-2661	71	17	was	be	AUX
easat-2661	71	18	the	the	DET
easat-2661	71	19	best	good	ADJ
easat-2661	71	20	model	model	NOUN
easat-2661	71	21	of	of	ADP
easat-2661	71	22	all	all	DET
easat-2661	71	23	stations	station	NOUN
easat-2661	71	24	considered	consider	VERB
easat-2661	71	25	for	for	ADP
easat-2661	71	26	this	this	DET
easat-2661	71	27	study	study	NOUN
easat-2661	71	28	by	by	ADP
easat-2661	71	29	observing	observe	VERB
easat-2661	71	30	the	the	DET
easat-2661	71	31	behaviour	behaviour	NOUN
easat-2661	71	32	of	of	ADP
easat-2661	71	33	the	the	DET
easat-2661	71	34	plot	plot	NOUN
easat-2661	71	35	of	of	ADP
easat-2661	71	36	the	the	DET
easat-2661	71	37	autocorrelation	autocorrelation	NOUN
easat-2661	71	38	function	function	NOUN
easat-2661	71	39	(	(	PUNCT
easat-2661	71	40	acf	acf	PROPN
easat-2661	71	41	)	)	PUNCT
easat-2661	71	42	and	and	CCONJ
easat-2661	71	43	the	the	DET
easat-2661	71	44	partial	partial	ADJ
easat-2661	71	45	autocorrelation	autocorrelation	NOUN
easat-2661	71	46	function	function	NOUN
easat-2661	71	47	(	(	PUNCT
easat-2661	71	48	pacf	pacf	NOUN
easat-2661	71	49	)	)	PUNCT
easat-2661	71	50	.	.	PUNCT
easat-2661	72	1	moreover	moreover	ADV
easat-2661	72	2	,	,	PUNCT
easat-2661	72	3	the	the	DET
easat-2661	72	4	diagnostic	diagnostic	ADJ
easat-2661	72	5	check	check	NOUN
easat-2661	72	6	led	lead	VERB
easat-2661	72	7	to	to	PART
easat-2661	72	8	opt	opt	VERB
easat-2661	72	9	for	for	ADP
easat-2661	72	10	sarima	sarima	NOUN
easat-2661	72	11	(	(	PUNCT
easat-2661	72	12	0,1,0	0,1,0	NUM
easat-2661	72	13	)	)	PUNCT
easat-2661	72	14	(	(	PUNCT
easat-2661	72	15	0,1,1	0,1,1	NUM
easat-2661	72	16	)	)	PUNCT
easat-2661	72	17	(	(	PUNCT
easat-2661	72	18	12	12	NUM
easat-2661	72	19	)	)	PUNCT
easat-2661	72	20	as	as	SCONJ
easat-2661	72	21	the	the	DET
easat-2661	72	22	p	p	NOUN
easat-2661	72	23	-	-	PUNCT
easat-2661	72	24	value	value	NOUN
easat-2661	72	25	was	be	AUX
easat-2661	72	26	seen	see	VERB
easat-2661	72	27	to	to	PART
easat-2661	72	28	be	be	AUX
easat-2661	72	29	statistically	statistically	ADV
easat-2661	72	30	significant	significant	ADJ
easat-2661	72	31	.	.	PUNCT
easat-2661	73	1	the	the	DET
easat-2661	73	2	authors	author	NOUN
easat-2661	73	3	conducted	conduct	VERB
easat-2661	73	4	a	a	DET
easat-2661	73	5	ttest	ttest	NOUN
easat-2661	73	6	of	of	ADP
easat-2661	73	7	significance	significance	NOUN
easat-2661	73	8	between	between	ADP
easat-2661	73	9	the	the	DET
easat-2661	73	10	forecast	forecast	NOUN
easat-2661	73	11	values	value	NOUN
easat-2661	73	12	of	of	ADP
easat-2661	73	13	the	the	DET
easat-2661	73	14	fitted	fit	VERB
easat-2661	73	15	model	model	NOUN
easat-2661	73	16	and	and	CCONJ
easat-2661	73	17	thus	thus	ADV
easat-2661	73	18	actually	actually	ADV
easat-2661	73	19	observed	observe	VERB
easat-2661	73	20	.	.	PUNCT
easat-2661	74	1	a	a	DET
easat-2661	74	2	prediction	prediction	NOUN
easat-2661	74	3	model	model	NOUN
easat-2661	74	4	can	can	AUX
easat-2661	74	5	assist	assist	VERB
easat-2661	74	6	microwave	microwave	NOUN
easat-2661	74	7	networks	network	NOUN
easat-2661	74	8	in	in	ADP
easat-2661	74	9	improving	improve	VERB
easat-2661	74	10	performance	performance	NOUN
easat-2661	74	11	in	in	ADP
easat-2661	74	12	the	the	DET
easat-2661	74	13	face	face	NOUN
easat-2661	74	14	of	of	ADP
easat-2661	74	15	random	random	ADJ
easat-2661	74	16	fluctuations	fluctuation	NOUN
easat-2661	74	17	and	and	CCONJ
easat-2661	74	18	avoiding	avoid	VERB
easat-2661	74	19	unexpected	unexpected	ADJ
easat-2661	74	20	losses	loss	NOUN
easat-2661	74	21	[	[	X
easat-2661	74	22	20	20	NUM
easat-2661	74	23	]	]	PUNCT
easat-2661	74	24	.	.	PUNCT
easat-2661	75	1	wireless	wireless	ADJ
easat-2661	75	2	technology	technology	NOUN
easat-2661	75	3	is	be	AUX
easat-2661	75	4	critical	critical	ADJ
easat-2661	75	5	in	in	ADP
easat-2661	75	6	next	next	ADJ
easat-2661	75	7	-	-	PUNCT
easat-2661	75	8	generation	generation	NOUN
easat-2661	75	9	radio	radio	NOUN
easat-2661	75	10	access	access	NOUN
easat-2661	75	11	networks	network	NOUN
easat-2661	75	12	,	,	PUNCT
easat-2661	75	13	and	and	CCONJ
easat-2661	75	14	this	this	DET
easat-2661	75	15	paradigm	paradigm	NOUN
easat-2661	75	16	can	can	AUX
easat-2661	75	17	assist	assist	VERB
easat-2661	75	18	microwave	microwave	NOUN
easat-2661	75	19	network	network	NOUN
easat-2661	75	20	systems	system	NOUN
easat-2661	75	21	in	in	ADP
easat-2661	75	22	advancing	advance	VERB
easat-2661	75	23	[	[	X
easat-2661	75	24	21	21	NUM
easat-2661	75	25	]	]	PUNCT
easat-2661	75	26	.	.	PUNCT
easat-2661	76	1	hence	hence	ADV
easat-2661	76	2	,	,	PUNCT
easat-2661	76	3	the	the	DET
easat-2661	76	4	purpose	purpose	NOUN
easat-2661	76	5	of	of	ADP
easat-2661	76	6	this	this	PRON
easat-2661	76	7	our	our	PRON
easat-2661	76	8	work	work	NOUN
easat-2661	76	9	.	.	PUNCT
easat-2661	77	1	2	2	X
easat-2661	77	2	.	.	X
easat-2661	77	3	materials	material	NOUN
easat-2661	77	4	and	and	CCONJ
easat-2661	77	5	methods	method	NOUN
easat-2661	77	6	2.1	2.1	NUM
easat-2661	77	7	.	.	PUNCT
easat-2661	78	1	study	study	NOUN
easat-2661	78	2	area	area	NOUN
easat-2661	78	3	figure	figure	NOUN
easat-2661	78	4	1	1	NUM
easat-2661	78	5	depicts	depict	VERB
easat-2661	78	6	a	a	DET
easat-2661	78	7	topographic	topographic	ADJ
easat-2661	78	8	map	map	NOUN
easat-2661	78	9	of	of	ADP
easat-2661	78	10	south	south	PROPN
easat-2661	78	11	africa	africa	PROPN
easat-2661	78	12	(	(	PUNCT
easat-2661	78	13	henceforth	henceforth	ADV
easat-2661	78	14	referred	refer	VERB
easat-2661	78	15	to	to	ADP
easat-2661	78	16	as	as	ADP
easat-2661	78	17	sa	sa	PROPN
easat-2661	78	18	)	)	PUNCT
easat-2661	78	19	,	,	PUNCT
easat-2661	78	20	highlighting	highlight	VERB
easat-2661	78	21	the	the	DET
easat-2661	78	22	most	most	ADV
easat-2661	78	23	relevant	relevant	ADJ
easat-2661	78	24	provinces	province	NOUN
easat-2661	78	25	and	and	CCONJ
easat-2661	78	26	sites	site	NOUN
easat-2661	78	27	where	where	SCONJ
easat-2661	78	28	data	datum	NOUN
easat-2661	78	29	for	for	ADP
easat-2661	78	30	this	this	DET
easat-2661	78	31	study	study	NOUN
easat-2661	78	32	was	be	AUX
easat-2661	78	33	obtained	obtain	VERB
easat-2661	78	34	[	[	PUNCT
easat-2661	78	35	6	6	NUM
easat-2661	78	36	]	]	PUNCT
easat-2661	78	37	.	.	PUNCT
easat-2661	79	1	since	since	SCONJ
easat-2661	79	2	the	the	DET
easat-2661	79	3	majority	majority	NOUN
easat-2661	79	4	of	of	ADP
easat-2661	79	5	sa	sa	PROPN
easat-2661	79	6	's	's	PART
easat-2661	79	7	heartland	heartland	NOUN
easat-2661	79	8	is	be	AUX
easat-2661	79	9	higher	high	ADJ
easat-2661	79	10	in	in	ADP
easat-2661	79	11	altitude	altitude	NOUN
easat-2661	79	12	and	and	CCONJ
easat-2661	79	13	the	the	DET
easat-2661	79	14	neighbouring	neighbouring	ADJ
easat-2661	79	15	oceans	ocean	NOUN
easat-2661	79	16	regulate	regulate	VERB
easat-2661	79	17	the	the	DET
easat-2661	79	18	climate	climate	NOUN
easat-2661	79	19	,	,	PUNCT
easat-2661	79	20	sa	sa	PROPN
easat-2661	79	21	has	have	VERB
easat-2661	79	22	a	a	DET
easat-2661	79	23	wider	wide	ADJ
easat-2661	79	24	variety	variety	NOUN
easat-2661	79	25	of	of	ADP
easat-2661	79	26	climates	climate	NOUN
easat-2661	79	27	than	than	ADP
easat-2661	79	28	most	most	ADJ
easat-2661	79	29	other	other	ADJ
easat-2661	79	30	sub	sub	ADJ
easat-2661	79	31	-	-	ADJ
easat-2661	79	32	saharan	saharan	ADJ
easat-2661	79	33	african	african	ADJ
easat-2661	79	34	countries	country	NOUN
easat-2661	79	35	and	and	CCONJ
easat-2661	79	36	lower	low	ADJ
easat-2661	79	37	average	average	ADJ
easat-2661	79	38	temperatures	temperature	NOUN
easat-2661	79	39	than	than	ADP
easat-2661	79	40	other	other	ADJ
easat-2661	79	41	countries	country	NOUN
easat-2661	79	42	in	in	ADP
easat-2661	79	43	this	this	DET
easat-2661	79	44	latitude	latitude	NOUN
easat-2661	79	45	region	region	NOUN
easat-2661	79	46	,	,	PUNCT
easat-2661	79	47	such	such	ADJ
easat-2661	79	48	as	as	ADP
easat-2661	79	49	australia	australia	PROPN
easat-2661	79	50	.	.	PUNCT
easat-2661	80	1	3103	3103	NUM
easat-2661	80	2	edelweiss	edelweiss	PROPN
easat-2661	80	3	applied	apply	VERB
easat-2661	80	4	science	science	NOUN
easat-2661	80	5	and	and	CCONJ
easat-2661	80	6	technology	technology	NOUN
easat-2661	80	7	issn	issn	PROPN
easat-2661	80	8	:	:	PUNCT
easat-2661	80	9	2576	2576	NUM
easat-2661	80	10	-	-	SYM
easat-2661	80	11	8484	8484	NUM
easat-2661	80	12	vol	vol	NOUN
easat-2661	80	13	.	.	PROPN
easat-2661	80	14	8	8	NUM
easat-2661	80	15	,	,	PUNCT
easat-2661	80	16	no	no	INTJ
easat-2661	80	17	.	.	NOUN
easat-2661	81	1	6	6	NUM
easat-2661	81	2	:	:	SYM
easat-2661	81	3	3100	3100	NUM
easat-2661	81	4	-	-	SYM
easat-2661	81	5	3128	3128	NUM
easat-2661	81	6	,	,	PUNCT
easat-2661	81	7	2024	2024	NUM
easat-2661	81	8	doi	doi	NOUN
easat-2661	81	9	:	:	PUNCT
easat-2661	81	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	81	11	©	©	PROPN
easat-2661	81	12	2024	2024	NUM
easat-2661	81	13	by	by	ADP
easat-2661	81	14	the	the	DET
easat-2661	81	15	authors	author	NOUN
easat-2661	81	16	;	;	PUNCT
easat-2661	81	17	licensee	licensee	PROPN
easat-2661	81	18	learning	learn	VERB
easat-2661	81	19	gate	gate	NOUN
easat-2661	81	20	figure	figure	NOUN
easat-2661	81	21	1	1	NUM
easat-2661	81	22	.	.	PUNCT
easat-2661	82	1	a	a	DET
easat-2661	82	2	map	map	NOUN
easat-2661	82	3	of	of	ADP
easat-2661	82	4	south	south	PROPN
easat-2661	82	5	africa	africa	PROPN
easat-2661	82	6	with	with	ADP
easat-2661	82	7	the	the	DET
easat-2661	82	8	regions	region	NOUN
easat-2661	82	9	and	and	CCONJ
easat-2661	82	10	locations	location	NOUN
easat-2661	82	11	where	where	SCONJ
easat-2661	82	12	the	the	DET
easat-2661	82	13	data	datum	NOUN
easat-2661	82	14	was	be	AUX
easat-2661	82	15	collected	collect	VERB
easat-2661	82	16	is	be	AUX
easat-2661	82	17	shown	show	VERB
easat-2661	82	18	[	[	PUNCT
easat-2661	82	19	6	6	NUM
easat-2661	82	20	]	]	PUNCT
easat-2661	82	21	.	.	PUNCT
easat-2661	83	1	the	the	DET
easat-2661	83	2	freezing	freezing	PROPN
easat-2661	83	3	benguela	benguela	PROPN
easat-2661	83	4	current	current	NOUN
easat-2661	83	5	,	,	PUNCT
easat-2661	83	6	which	which	PRON
easat-2661	83	7	flows	flow	VERB
easat-2661	83	8	north	north	NOUN
easat-2661	83	9	from	from	ADP
easat-2661	83	10	antarctica	antarctica	PROPN
easat-2661	83	11	along	along	ADP
easat-2661	83	12	the	the	DET
easat-2661	83	13	atlantic	atlantic	PROPN
easat-2661	83	14	coast	coast	NOUN
easat-2661	83	15	,	,	PUNCT
easat-2661	83	16	goes	go	VERB
easat-2661	83	17	up	up	ADP
easat-2661	83	18	to	to	ADP
easat-2661	83	19	the	the	DET
easat-2661	83	20	west	west	PROPN
easat-2661	83	21	coast	coast	PROPN
easat-2661	83	22	,	,	PUNCT
easat-2661	83	23	as	as	SCONJ
easat-2661	83	24	does	do	VERB
easat-2661	83	25	the	the	DET
easat-2661	83	26	much	much	ADJ
easat-2661	83	27	warmer	warm	ADJ
easat-2661	83	28	agulhas	agulhas	ADJ
easat-2661	83	29	current	current	NOUN
easat-2661	83	30	,	,	PUNCT
easat-2661	83	31	which	which	PRON
easat-2661	83	32	flows	flow	VERB
easat-2661	83	33	south	south	ADV
easat-2661	83	34	from	from	ADP
easat-2661	83	35	the	the	DET
easat-2661	83	36	indian	indian	ADJ
easat-2661	83	37	ocean	ocean	NOUN
easat-2661	83	38	and	and	CCONJ
easat-2661	83	39	is	be	AUX
easat-2661	83	40	the	the	DET
easat-2661	83	41	principal	principal	ADJ
easat-2661	83	42	source	source	NOUN
easat-2661	83	43	of	of	ADP
easat-2661	83	44	rain	rain	NOUN
easat-2661	83	45	for	for	ADP
easat-2661	83	46	much	much	ADJ
easat-2661	83	47	of	of	ADP
easat-2661	83	48	the	the	DET
easat-2661	83	49	country	country	NOUN
easat-2661	83	50	.	.	PUNCT
easat-2661	84	1	the	the	DET
easat-2661	84	2	constant	constant	ADJ
easat-2661	84	3	evaporation	evaporation	NOUN
easat-2661	84	4	of	of	ADP
easat-2661	84	5	the	the	DET
easat-2661	84	6	eastern	eastern	ADJ
easat-2661	84	7	oceans	ocean	NOUN
easat-2661	84	8	produces	produce	VERB
easat-2661	84	9	abundant	abundant	ADJ
easat-2661	84	10	rainfall	rainfall	NOUN
easat-2661	84	11	,	,	PUNCT
easat-2661	84	12	but	but	CCONJ
easat-2661	84	13	the	the	DET
easat-2661	84	14	benguela	benguela	PROPN
easat-2661	84	15	current	current	NOUN
easat-2661	84	16	holds	hold	VERB
easat-2661	84	17	moisture	moisture	NOUN
easat-2661	84	18	,	,	PUNCT
easat-2661	84	19	resulting	result	VERB
easat-2661	84	20	in	in	ADP
easat-2661	84	21	arid	arid	NOUN
easat-2661	84	22	conditions	condition	NOUN
easat-2661	84	23	in	in	ADP
easat-2661	84	24	the	the	DET
easat-2661	84	25	west	west	NOUN
easat-2661	85	1	[	[	X
easat-2661	85	2	6	6	NUM
easat-2661	85	3	]	]	PUNCT
easat-2661	85	4	.	.	PUNCT
easat-2661	86	1	even	even	ADV
easat-2661	86	2	though	though	SCONJ
easat-2661	86	3	south	south	PROPN
easat-2661	86	4	africa	africa	PROPN
easat-2661	86	5	receives	receive	VERB
easat-2661	86	6	about	about	ADV
easat-2661	86	7	500	500	NUM
easat-2661	86	8	mm	mm	NOUN
easat-2661	86	9	of	of	ADP
easat-2661	86	10	rain	rain	NOUN
easat-2661	86	11	annually	annually	ADV
easat-2661	86	12	(	(	PUNCT
easat-2661	86	13	as	as	SCONJ
easat-2661	86	14	opposed	oppose	VERB
easat-2661	86	15	to	to	ADP
easat-2661	86	16	the	the	DET
easat-2661	86	17	860	860	NUM
easat-2661	86	18	mm	mm	PROPN
easat-2661	86	19	global	global	ADJ
easat-2661	86	20	average	average	NOUN
easat-2661	86	21	)	)	PUNCT
easat-2661	86	22	,	,	PUNCT
easat-2661	86	23	there	there	PRON
easat-2661	86	24	are	be	VERB
easat-2661	86	25	significant	significant	ADJ
easat-2661	86	26	and	and	CCONJ
easat-2661	86	27	unpredictably	unpredictably	ADV
easat-2661	86	28	fluctuating	fluctuate	VERB
easat-2661	86	29	variances	variance	NOUN
easat-2661	86	30	.	.	PUNCT
easat-2661	87	1	the	the	DET
easat-2661	87	2	landscape	landscape	NOUN
easat-2661	87	3	of	of	ADP
easat-2661	87	4	south	south	PROPN
easat-2661	87	5	africa	africa	PROPN
easat-2661	87	6	is	be	AUX
easat-2661	87	7	characterized	characterize	VERB
easat-2661	87	8	by	by	ADP
easat-2661	87	9	nearly	nearly	ADV
easat-2661	87	10	plain	plain	ADJ
easat-2661	87	11	and	and	CCONJ
easat-2661	87	12	flat	flat	ADJ
easat-2661	87	13	highlands	highland	NOUN
easat-2661	87	14	,	,	PUNCT
easat-2661	87	15	with	with	ADP
easat-2661	87	16	narrow	narrow	ADJ
easat-2661	87	17	coastal	coastal	ADJ
easat-2661	87	18	sections	section	NOUN
easat-2661	87	19	.	.	PUNCT
easat-2661	88	1	south	south	PROPN
easat-2661	88	2	africa	africa	PROPN
easat-2661	88	3	's	's	PART
easat-2661	88	4	climate	climate	NOUN
easat-2661	88	5	spans	span	VERB
easat-2661	88	6	subtropical	subtropical	ADJ
easat-2661	88	7	in	in	ADP
easat-2661	88	8	the	the	DET
easat-2661	88	9	northeast	northeast	NOUN
easat-2661	88	10	,	,	PUNCT
easat-2661	88	11	temperate	temperate	ADJ
easat-2661	88	12	in	in	ADP
easat-2661	88	13	the	the	DET
easat-2661	88	14	central	central	ADJ
easat-2661	88	15	plateau	plateau	NOUN
easat-2661	88	16	,	,	PUNCT
easat-2661	88	17	and	and	CCONJ
easat-2661	88	18	mediterranean	mediterranean	PROPN
easat-2661	88	19	in	in	ADP
easat-2661	88	20	the	the	DET
easat-2661	88	21	southwest	southwest	NOUN
easat-2661	88	22	.	.	PUNCT
easat-2661	89	1	the	the	DET
easat-2661	89	2	centre	centre	NOUN
easat-2661	89	3	,	,	PUNCT
easat-2661	89	4	surrounded	surround	VERB
easat-2661	89	5	by	by	ADP
easat-2661	89	6	tall	tall	ADJ
easat-2661	89	7	mountains	mountain	NOUN
easat-2661	89	8	,	,	PUNCT
easat-2661	89	9	has	have	VERB
easat-2661	89	10	a	a	DET
easat-2661	89	11	steppe	steppe	NOUN
easat-2661	89	12	environment	environment	NOUN
easat-2661	89	13	,	,	PUNCT
easat-2661	89	14	whereas	whereas	SCONJ
easat-2661	89	15	the	the	DET
easat-2661	89	16	northwest	northwest	NOUN
easat-2661	89	17	has	have	VERB
easat-2661	89	18	a	a	DET
easat-2661	89	19	desert	desert	NOUN
easat-2661	89	20	climate	climate	NOUN
easat-2661	90	1	[	[	X
easat-2661	90	2	6	6	NUM
easat-2661	90	3	]	]	PUNCT
easat-2661	90	4	.	.	PUNCT
easat-2661	91	1	the	the	DET
easat-2661	91	2	highlands	highlands	PROPN
easat-2661	91	3	regularly	regularly	ADV
easat-2661	91	4	block	block	VERB
easat-2661	91	5	moist	moist	ADJ
easat-2661	91	6	air	air	NOUN
easat-2661	91	7	from	from	ADP
easat-2661	91	8	the	the	DET
easat-2661	91	9	ocean	ocean	NOUN
easat-2661	91	10	from	from	ADP
easat-2661	91	11	reaching	reach	VERB
easat-2661	91	12	the	the	DET
easat-2661	91	13	steppe	steppe	NOUN
easat-2661	91	14	;	;	PUNCT
easat-2661	91	15	as	as	ADP
easat-2661	91	16	a	a	DET
easat-2661	91	17	result	result	NOUN
easat-2661	91	18	,	,	PUNCT
easat-2661	91	19	the	the	DET
easat-2661	91	20	climate	climate	NOUN
easat-2661	91	21	most	most	ADV
easat-2661	91	22	frequently	frequently	ADV
easat-2661	91	23	alternates	alternate	NOUN
easat-2661	91	24	between	between	ADP
easat-2661	91	25	decades	decade	NOUN
easat-2661	91	26	of	of	ADP
easat-2661	91	27	rain	rain	NOUN
easat-2661	91	28	and	and	CCONJ
easat-2661	91	29	aridity	aridity	NOUN
easat-2661	91	30	.	.	PUNCT
easat-2661	92	1	the	the	DET
easat-2661	92	2	average	average	ADJ
easat-2661	92	3	yearly	yearly	ADJ
easat-2661	92	4	temperature	temperature	NOUN
easat-2661	92	5	and	and	CCONJ
easat-2661	92	6	precipitation	precipitation	NOUN
easat-2661	92	7	influence	influence	VERB
easat-2661	92	8	the	the	DET
easat-2661	92	9	distinction	distinction	NOUN
easat-2661	92	10	between	between	ADP
easat-2661	92	11	steppes	steppe	NOUN
easat-2661	92	12	and	and	CCONJ
easat-2661	92	13	deserts	desert	NOUN
easat-2661	92	14	.	.	PUNCT
easat-2661	93	1	the	the	DET
easat-2661	93	2	steppe	steppe	NOUN
easat-2661	93	3	may	may	AUX
easat-2661	93	4	easily	easily	ADV
easat-2661	93	5	become	become	VERB
easat-2661	93	6	a	a	DET
easat-2661	93	7	desert	desert	NOUN
easat-2661	93	8	with	with	ADP
easat-2661	93	9	a	a	DET
easat-2661	93	10	little	little	ADJ
easat-2661	93	11	less	less	ADJ
easat-2661	93	12	rain	rain	NOUN
easat-2661	93	13	.	.	PUNCT
easat-2661	94	1	it	it	PRON
easat-2661	94	2	would	would	AUX
easat-2661	94	3	be	be	AUX
easat-2661	94	4	categorized	categorize	VERB
easat-2661	94	5	as	as	ADP
easat-2661	94	6	a	a	DET
easat-2661	94	7	prairie	prairie	NOUN
easat-2661	94	8	if	if	SCONJ
easat-2661	94	9	it	it	PRON
easat-2661	94	10	received	receive	VERB
easat-2661	94	11	more	more	ADJ
easat-2661	94	12	rain	rain	NOUN
easat-2661	95	1	[	[	X
easat-2661	95	2	6	6	NUM
easat-2661	95	3	]	]	PUNCT
easat-2661	95	4	.	.	PUNCT
easat-2661	96	1	south	south	PROPN
easat-2661	96	2	africa	africa	PROPN
easat-2661	96	3	observes	observe	VERB
easat-2661	96	4	four	four	NUM
easat-2661	96	5	distinct	distinct	ADJ
easat-2661	96	6	seasons	season	NOUN
easat-2661	96	7	:	:	PUNCT
easat-2661	96	8	spring	spring	NOUN
easat-2661	96	9	(	(	PUNCT
easat-2661	96	10	may	may	AUX
easat-2661	96	11	to	to	ADP
easat-2661	96	12	july	july	PROPN
easat-2661	96	13	)	)	PUNCT
easat-2661	96	14	,	,	PUNCT
easat-2661	96	15	winter	winter	NOUN
easat-2661	96	16	(	(	PUNCT
easat-2661	96	17	may	may	AUX
easat-2661	96	18	to	to	ADP
easat-2661	96	19	july	july	PROPN
easat-2661	96	20	)	)	PUNCT
easat-2661	96	21	,	,	PUNCT
easat-2661	96	22	and	and	CCONJ
easat-2661	96	23	summer	summer	NOUN
easat-2661	96	24	(	(	PUNCT
easat-2661	96	25	mid	mid	PROPN
easat-2661	96	26	-	-	PROPN
easat-2661	96	27	october	october	PROPN
easat-2661	96	28	to	to	ADP
easat-2661	96	29	mid	mid	NOUN
easat-2661	96	30	-	-	PROPN
easat-2661	96	31	february	february	ADJ
easat-2661	96	32	)	)	PUNCT
easat-2661	96	33	,	,	PUNCT
easat-2661	96	34	with	with	ADP
easat-2661	96	35	average	average	ADJ
easat-2661	96	36	highs	high	NOUN
easat-2661	96	37	of	of	ADP
easat-2661	96	38	300	300	NUM
easat-2661	96	39	degrees	degree	NOUN
easat-2661	96	40	celsius	celsius	NOUN
easat-2661	96	41	.	.	PUNCT
easat-2661	97	1	the	the	DET
easat-2661	97	2	majority	majority	NOUN
easat-2661	97	3	of	of	ADP
easat-2661	97	4	the	the	DET
easat-2661	97	5	summer	summer	NOUN
easat-2661	97	6	months	month	NOUN
easat-2661	97	7	are	be	AUX
easat-2661	97	8	hot	hot	ADJ
easat-2661	97	9	and	and	CCONJ
easat-2661	97	10	sunny	sunny	ADJ
easat-2661	97	11	,	,	PUNCT
easat-2661	97	12	and	and	CCONJ
easat-2661	97	13	places	place	NOUN
easat-2661	97	14	with	with	ADP
easat-2661	97	15	significant	significant	ADJ
easat-2661	97	16	rainfall	rainfall	NOUN
easat-2661	97	17	will	will	AUX
easat-2661	97	18	have	have	VERB
easat-2661	97	19	high	high	ADJ
easat-2661	97	20	attenuation	attenuation	NOUN
easat-2661	97	21	;	;	PUNCT
easat-2661	97	22	the	the	DET
easat-2661	97	23	region	region	NOUN
easat-2661	97	24	is	be	AUX
easat-2661	97	25	known	know	VERB
easat-2661	97	26	for	for	ADP
easat-2661	97	27	severe	severe	ADJ
easat-2661	97	28	convective	convective	ADJ
easat-2661	97	29	storms	storm	NOUN
easat-2661	97	30	that	that	PRON
easat-2661	97	31	are	be	AUX
easat-2661	97	32	accompanied	accompany	VERB
easat-2661	97	33	by	by	ADP
easat-2661	97	34	thunder	thunder	NOUN
easat-2661	97	35	,	,	PUNCT
easat-2661	97	36	lightning	lightning	NOUN
easat-2661	97	37	,	,	PUNCT
easat-2661	97	38	and	and	CCONJ
easat-2661	97	39	frequently	frequently	ADV
easat-2661	97	40	hail	hail	VERB
easat-2661	97	41	[	[	X
easat-2661	97	42	6	6	NUM
easat-2661	97	43	]	]	PUNCT
easat-2661	97	44	.	.	PUNCT
easat-2661	98	1	with	with	ADP
easat-2661	98	2	the	the	DET
easat-2661	98	3	exception	exception	NOUN
easat-2661	98	4	of	of	ADP
easat-2661	98	5	the	the	DET
easat-2661	98	6	western	western	ADJ
easat-2661	98	7	cape	cape	NOUN
easat-2661	98	8	,	,	PUNCT
easat-2661	98	9	which	which	PRON
easat-2661	98	10	has	have	VERB
easat-2661	98	11	a	a	DET
easat-2661	98	12	mediterranean	mediterranean	ADJ
easat-2661	98	13	climate	climate	NOUN
easat-2661	98	14	and	and	CCONJ
easat-2661	98	15	gets	get	VERB
easat-2661	98	16	rain	rain	NOUN
easat-2661	98	17	throughout	throughout	ADP
easat-2661	98	18	the	the	DET
easat-2661	98	19	winter	winter	NOUN
easat-2661	98	20	,	,	PUNCT
easat-2661	98	21	the	the	DET
easat-2661	98	22	majority	majority	NOUN
easat-2661	98	23	of	of	ADP
easat-2661	98	24	attenuation	attenuation	NOUN
easat-2661	98	25	occurs	occur	VERB
easat-2661	98	26	in	in	ADP
easat-2661	98	27	south	south	PROPN
easat-2661	98	28	africa	africa	PROPN
easat-2661	98	29	during	during	ADP
easat-2661	98	30	the	the	DET
easat-2661	98	31	summer	summer	NOUN
easat-2661	98	32	[	[	X
easat-2661	98	33	6	6	NUM
easat-2661	98	34	]	]	PUNCT
easat-2661	98	35	.	.	PUNCT
easat-2661	99	1	except	except	SCONJ
easat-2661	99	2	in	in	ADP
easat-2661	99	3	the	the	DET
easat-2661	99	4	highlands	highland	NOUN
easat-2661	99	5	,	,	PUNCT
easat-2661	99	6	where	where	SCONJ
easat-2661	99	7	orographic	orographic	ADJ
easat-2661	99	8	effects	effect	NOUN
easat-2661	99	9	may	may	AUX
easat-2661	99	10	generate	generate	VERB
easat-2661	99	11	heavy	heavy	ADJ
easat-2661	99	12	showers	shower	NOUN
easat-2661	99	13	,	,	PUNCT
easat-2661	99	14	winter	winter	NOUN
easat-2661	99	15	rain	rain	NOUN
easat-2661	99	16	is	be	AUX
easat-2661	99	17	typically	typically	ADV
easat-2661	99	18	prolonged	prolonged	ADJ
easat-2661	99	19	and	and	CCONJ
easat-2661	99	20	rarely	rarely	ADV
easat-2661	99	21	severe	severe	ADJ
easat-2661	99	22	.	.	PUNCT
easat-2661	100	1	there	there	PRON
easat-2661	100	2	is	be	VERB
easat-2661	100	3	a	a	DET
easat-2661	100	4	transitional	transitional	ADJ
easat-2661	100	5	zone	zone	NOUN
easat-2661	100	6	between	between	ADP
easat-2661	100	7	the	the	DET
easat-2661	100	8	winter	winter	NOUN
easat-2661	100	9	and	and	CCONJ
easat-2661	100	10	summer	summer	NOUN
easat-2661	100	11	rainfall	rainfall	NOUN
easat-2661	100	12	areas	area	NOUN
easat-2661	100	13	;	;	PUNCT
easat-2661	100	14	autumn	autumn	NOUN
easat-2661	100	15	and	and	CCONJ
easat-2661	100	16	spring	spring	NOUN
easat-2661	100	17	,	,	PUNCT
easat-2661	100	18	where	where	SCONJ
easat-2661	100	19	rain	rain	NOUN
easat-2661	100	20	occurs	occur	VERB
easat-2661	100	21	in	in	ADP
easat-2661	100	22	all	all	DET
easat-2661	100	23	seasons	season	NOUN
easat-2661	100	24	,	,	PUNCT
easat-2661	100	25	not	not	PART
easat-2661	100	26	just	just	ADV
easat-2661	100	27	winter	winter	NOUN
easat-2661	100	28	and	and	CCONJ
easat-2661	100	29	summer	summer	NOUN
easat-2661	100	30	.	.	PUNCT
easat-2661	101	1	a	a	DET
easat-2661	101	2	southern	southern	ADJ
easat-2661	101	3	coastal	coastal	ADJ
easat-2661	101	4	strip	strip	NOUN
easat-2661	101	5	with	with	ADP
easat-2661	101	6	an	an	DET
easat-2661	101	7	average	average	ADJ
easat-2661	101	8	annual	annual	ADJ
easat-2661	101	9	precipitation	precipitation	NOUN
easat-2661	101	10	total	total	NOUN
easat-2661	101	11	of	of	ADP
easat-2661	101	12	375	375	NUM
easat-2661	101	13	-	-	SYM
easat-2661	101	14	875	875	NUM
easat-2661	101	15	mm	mm	NOUN
easat-2661	101	16	and	and	CCONJ
easat-2661	101	17	a	a	DET
easat-2661	101	18	drier	dry	ADJ
easat-2661	101	19	interior	interior	ADJ
easat-2661	101	20	corridor	corridor	NOUN
easat-2661	101	21	beyond	beyond	ADP
easat-2661	101	22	the	the	DET
easat-2661	101	23	coastal	coastal	ADJ
easat-2661	101	24	hills	hill	NOUN
easat-2661	101	25	with	with	ADP
easat-2661	101	26	an	an	DET
easat-2661	101	27	average	average	ADJ
easat-2661	101	28	annual	annual	ADJ
easat-2661	101	29	precipitation	precipitation	NOUN
easat-2661	101	30	total	total	NOUN
easat-2661	101	31	of	of	ADP
easat-2661	101	32	50	50	NUM
easat-2661	101	33	-	-	SYM
easat-2661	101	34	250	250	NUM
easat-2661	101	35	mm	mm	NOUN
easat-2661	101	36	make	make	VERB
easat-2661	101	37	up	up	ADP
easat-2661	101	38	this	this	DET
easat-2661	101	39	transition	transition	NOUN
easat-2661	101	40	zone	zone	NOUN
easat-2661	101	41	[	[	X
easat-2661	101	42	6	6	NUM
easat-2661	101	43	]	]	PUNCT
easat-2661	101	44	.	.	PUNCT
easat-2661	102	1	as	as	ADP
easat-2661	102	2	a	a	DET
easat-2661	102	3	result	result	NOUN
easat-2661	102	4	,	,	PUNCT
easat-2661	102	5	there	there	PRON
easat-2661	102	6	is	be	VERB
easat-2661	102	7	need	need	NOUN
easat-2661	102	8	to	to	PART
easat-2661	102	9	forecasting	forecast	VERB
easat-2661	102	10	raininduced	raininduce	VERB
easat-2661	102	11	attenuation	attenuation	NOUN
easat-2661	102	12	over	over	ADP
easat-2661	102	13	all	all	DET
easat-2661	102	14	the	the	DET
easat-2661	102	15	south	south	PROPN
easat-2661	102	16	africa	africa	PROPN
easat-2661	103	1	a	a	PRON
easat-2661	103	2	using	use	VERB
easat-2661	103	3	the	the	DET
easat-2661	103	4	time	time	NOUN
easat-2661	103	5	series	series	PROPN
easat-2661	103	6	model	model	PROPN
easat-2661	103	7	.	.	PUNCT
easat-2661	104	1	the	the	DET
easat-2661	104	2	augmented	augment	VERB
easat-2661	104	3	dickey	dickey	PROPN
easat-2661	104	4	-	-	PUNCT
easat-2661	104	5	fuller	full	ADJ
easat-2661	104	6	test	test	NOUN
easat-2661	104	7	and	and	CCONJ
easat-2661	104	8	ljung	ljung	ADJ
easat-2661	104	9	-	-	PUNCT
easat-2661	104	10	box	box	NOUN
easat-2661	104	11	test	test	NOUN
easat-2661	104	12	could	could	AUX
easat-2661	104	13	not	not	PART
easat-2661	104	14	find	find	VERB
easat-2661	104	15	any	any	DET
easat-2661	104	16	evidence	evidence	NOUN
easat-2661	104	17	to	to	PART
easat-2661	104	18	contradict	contradict	VERB
easat-2661	104	19	the	the	DET
easat-2661	104	20	original	original	ADJ
easat-2661	104	21	date	date	NOUN
easat-2661	104	22	's	's	PART
easat-2661	104	23	plot	plot	NOUN
easat-2661	104	24	,	,	PUNCT
easat-2661	104	25	which	which	PRON
easat-2661	104	26	indicates	indicate	VERB
easat-2661	104	27	that	that	SCONJ
easat-2661	104	28	the	the	DET
easat-2661	104	29	time	time	NOUN
easat-2661	104	30	series	series	PROPN
easat-2661	104	31	is	be	AUX
easat-2661	104	32	stationary	stationary	ADJ
easat-2661	104	33	.	.	PUNCT
easat-2661	105	1	3104	3104	NUM
easat-2661	105	2	edelweiss	edelweiss	PROPN
easat-2661	105	3	applied	apply	VERB
easat-2661	105	4	science	science	NOUN
easat-2661	105	5	and	and	CCONJ
easat-2661	105	6	technology	technology	NOUN
easat-2661	105	7	issn	issn	PROPN
easat-2661	105	8	:	:	PUNCT
easat-2661	105	9	2576	2576	NUM
easat-2661	105	10	-	-	SYM
easat-2661	105	11	8484	8484	NUM
easat-2661	105	12	vol	vol	NOUN
easat-2661	105	13	.	.	PROPN
easat-2661	105	14	8	8	NUM
easat-2661	105	15	,	,	PUNCT
easat-2661	105	16	no	no	INTJ
easat-2661	105	17	.	.	NOUN
easat-2661	106	1	6	6	NUM
easat-2661	106	2	:	:	SYM
easat-2661	106	3	3100	3100	NUM
easat-2661	106	4	-	-	SYM
easat-2661	106	5	3128	3128	NUM
easat-2661	106	6	,	,	PUNCT
easat-2661	106	7	2024	2024	NUM
easat-2661	106	8	doi	doi	NOUN
easat-2661	106	9	:	:	PUNCT
easat-2661	106	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	106	11	©	©	PROPN
easat-2661	106	12	2024	2024	NUM
easat-2661	106	13	by	by	ADP
easat-2661	106	14	the	the	DET
easat-2661	106	15	authors	author	NOUN
easat-2661	106	16	;	;	PUNCT
easat-2661	106	17	licensee	licensee	PROPN
easat-2661	106	18	learning	learning	NOUN
easat-2661	106	19	gate	gate	NOUN
easat-2661	106	20	2.2	2.2	NUM
easat-2661	106	21	.	.	PUNCT
easat-2661	107	1	data	datum	NOUN
easat-2661	107	2	collection	collection	NOUN
easat-2661	107	3	for	for	ADP
easat-2661	107	4	over	over	ADP
easat-2661	107	5	ten	ten	NUM
easat-2661	107	6	years	year	NOUN
easat-2661	107	7	,	,	PUNCT
easat-2661	107	8	south	south	ADJ
easat-2661	107	9	african	african	ADJ
easat-2661	107	10	weather	weather	NOUN
easat-2661	107	11	services	service	NOUN
easat-2661	107	12	(	(	PUNCT
easat-2661	107	13	saws	saw	NOUN
easat-2661	107	14	)	)	PUNCT
easat-2661	107	15	has	have	AUX
easat-2661	107	16	been	be	AUX
easat-2661	107	17	collecting	collect	VERB
easat-2661	107	18	daily	daily	ADJ
easat-2661	107	19	rainfall	rainfall	NOUN
easat-2661	107	20	data	datum	NOUN
easat-2661	107	21	for	for	ADP
easat-2661	107	22	all	all	DET
easat-2661	107	23	provinces	province	NOUN
easat-2661	107	24	in	in	ADP
easat-2661	107	25	respect	respect	NOUN
easat-2661	107	26	to	to	ADP
easat-2661	107	27	different	different	ADJ
easat-2661	107	28	locations	location	NOUN
easat-2661	107	29	in	in	ADP
easat-2661	107	30	south	south	PROPN
easat-2661	107	31	africa	africa	PROPN
easat-2661	107	32	and	and	CCONJ
easat-2661	107	33	the	the	DET
easat-2661	107	34	neighbouring	neighbouring	ADJ
easat-2661	107	35	islands	island	NOUN
easat-2661	107	36	.	.	PUNCT
easat-2661	108	1	the	the	DET
easat-2661	108	2	stations	station	NOUN
easat-2661	108	3	are	be	AUX
easat-2661	108	4	as	as	SCONJ
easat-2661	108	5	follows	follow	VERB
easat-2661	108	6	:	:	PUNCT
easat-2661	109	1	bloemfontein	bloemfontein	NOUN
easat-2661	109	2	,	,	PUNCT
easat-2661	109	3	durban	durban	PROPN
easat-2661	109	4	,	,	PUNCT
easat-2661	109	5	nelspruit	nelspruit	PROPN
easat-2661	109	6	,	,	PUNCT
easat-2661	109	7	polokwane	polokwane	PROPN
easat-2661	109	8	,	,	PUNCT
easat-2661	109	9	pretoria	pretoria	PROPN
easat-2661	109	10	,	,	PUNCT
easat-2661	109	11	and	and	CCONJ
easat-2661	109	12	east	east	PROPN
easat-2661	109	13	london	london	PROPN
easat-2661	109	14	.	.	PUNCT
easat-2661	110	1	at	at	ADV
easat-2661	110	2	least	least	ADV
easat-2661	110	3	one	one	NUM
easat-2661	110	4	station	station	NOUN
easat-2661	110	5	was	be	AUX
easat-2661	110	6	assigned	assign	VERB
easat-2661	110	7	to	to	ADP
easat-2661	110	8	each	each	DET
easat-2661	110	9	province	province	NOUN
easat-2661	110	10	to	to	PART
easat-2661	110	11	offer	offer	VERB
easat-2661	110	12	a	a	DET
easat-2661	110	13	picture	picture	NOUN
easat-2661	110	14	of	of	ADP
easat-2661	110	15	the	the	DET
easat-2661	110	16	region	region	NOUN
easat-2661	110	17	's	's	PART
easat-2661	110	18	climatic	climatic	ADJ
easat-2661	110	19	features	feature	NOUN
easat-2661	110	20	.	.	PUNCT
easat-2661	111	1	the	the	DET
easat-2661	111	2	data	datum	NOUN
easat-2661	111	3	utilized	utilize	VERB
easat-2661	111	4	is	be	AUX
easat-2661	111	5	the	the	DET
easat-2661	111	6	rain	rain	NOUN
easat-2661	111	7	rate	rate	NOUN
easat-2661	111	8	data	datum	NOUN
easat-2661	111	9	gathered	gather	VERB
easat-2661	111	10	by	by	ADP
easat-2661	111	11	the	the	DET
easat-2661	111	12	south	south	ADJ
easat-2661	111	13	african	african	ADJ
easat-2661	111	14	weather	weather	NOUN
easat-2661	111	15	service	service	NOUN
easat-2661	111	16	in	in	ADP
easat-2661	111	17	collaboration	collaboration	NOUN
easat-2661	111	18	with	with	ADP
easat-2661	111	19	tshwane	tshwane	NOUN
easat-2661	111	20	university	university	NOUN
easat-2661	111	21	of	of	ADP
easat-2661	111	22	technology	technology	PROPN
easat-2661	111	23	,	,	PUNCT
easat-2661	111	24	pretoria	pretoria	PROPN
easat-2661	111	25	,	,	PUNCT
easat-2661	111	26	from	from	ADP
easat-2661	111	27	1994	1994	NUM
easat-2661	111	28	to	to	ADP
easat-2661	111	29	2023	2023	NUM
easat-2661	111	30	.	.	PUNCT
easat-2661	112	1	however	however	ADV
easat-2661	112	2	,	,	PUNCT
easat-2661	112	3	the	the	DET
easat-2661	112	4	data	datum	NOUN
easat-2661	112	5	utilized	utilize	VERB
easat-2661	112	6	in	in	ADP
easat-2661	112	7	modelling	model	VERB
easat-2661	112	8	ranges	range	NOUN
easat-2661	112	9	from	from	ADP
easat-2661	112	10	january	january	PROPN
easat-2661	112	11	2023	2023	NUM
easat-2661	112	12	to	to	ADP
easat-2661	112	13	december	december	PROPN
easat-2661	112	14	2023	2023	NUM
easat-2661	112	15	,	,	PUNCT
easat-2661	112	16	being	be	AUX
easat-2661	112	17	compared	compare	VERB
easat-2661	112	18	to	to	ADP
easat-2661	112	19	the	the	DET
easat-2661	112	20	forecasted	forecast	VERB
easat-2661	112	21	outcome	outcome	NOUN
easat-2661	112	22	.	.	PUNCT
easat-2661	113	1	the	the	DET
easat-2661	113	2	data	datum	NOUN
easat-2661	113	3	were	be	AUX
easat-2661	113	4	collected	collect	VERB
easat-2661	113	5	by	by	ADP
easat-2661	113	6	inquiring	inquire	VERB
easat-2661	113	7	to	to	ADP
easat-2661	113	8	the	the	DET
easat-2661	113	9	relevant	relevant	ADJ
easat-2661	113	10	authorities	authority	NOUN
easat-2661	113	11	on	on	ADP
easat-2661	113	12	a	a	DET
easat-2661	113	13	valid	valid	ADJ
easat-2661	113	14	letter	letter	NOUN
easat-2661	113	15	of	of	ADP
easat-2661	113	16	authorization	authorization	NOUN
easat-2661	113	17	to	to	PART
easat-2661	113	18	do	do	VERB
easat-2661	113	19	research	research	NOUN
easat-2661	113	20	.	.	PUNCT
easat-2661	114	1	the	the	DET
easat-2661	114	2	rain	rain	NOUN
easat-2661	114	3	rate	rate	NOUN
easat-2661	114	4	data	datum	NOUN
easat-2661	114	5	has	have	AUX
easat-2661	114	6	been	be	AUX
easat-2661	114	7	converted	convert	VERB
easat-2661	114	8	in	in	ADP
easat-2661	114	9	[	[	X
easat-2661	114	10	22	22	NUM
easat-2661	114	11	]	]	PUNCT
easat-2661	114	12	and	and	CCONJ
easat-2661	114	13	the	the	DET
easat-2661	114	14	rain	rain	NOUN
easat-2661	114	15	induced	induce	VERB
easat-2661	114	16	attenuation	attenuation	NOUN
easat-2661	114	17	data	datum	NOUN
easat-2661	114	18	was	be	AUX
easat-2661	114	19	implemented	implement	VERB
easat-2661	114	20	in	in	ADP
easat-2661	114	21	[	[	X
easat-2661	114	22	23	23	NUM
easat-2661	114	23	]	]	PUNCT
easat-2661	114	24	.	.	PUNCT
easat-2661	115	1	2.3	2.3	NUM
easat-2661	115	2	.	.	PUNCT
easat-2661	116	1	data	datum	NOUN
easat-2661	116	2	analysis	analysis	NOUN
easat-2661	116	3	the	the	DET
easat-2661	116	4	data	datum	NOUN
easat-2661	116	5	starting	start	VERB
easat-2661	116	6	october	october	PROPN
easat-2661	116	7	1994	1994	NUM
easat-2661	116	8	to	to	ADP
easat-2661	116	9	december	december	PROPN
easat-2661	116	10	2023	2023	NUM
easat-2661	116	11	constituted	constitute	VERB
easat-2661	116	12	the	the	DET
easat-2661	116	13	training	training	NOUN
easat-2661	116	14	set	set	NOUN
easat-2661	116	15	,	,	PUNCT
easat-2661	116	16	while	while	SCONJ
easat-2661	116	17	the	the	DET
easat-2661	116	18	data	datum	NOUN
easat-2661	116	19	from	from	ADP
easat-2661	116	20	january	january	PROPN
easat-2661	116	21	2023	2023	NUM
easat-2661	116	22	served	serve	VERB
easat-2661	116	23	as	as	ADP
easat-2661	116	24	the	the	DET
easat-2661	116	25	test	test	NOUN
easat-2661	116	26	set	set	NOUN
easat-2661	116	27	.	.	PUNCT
easat-2661	117	1	the	the	DET
easat-2661	117	2	input	input	NOUN
easat-2661	117	3	data	data	NOUN
easat-2661	117	4	is	be	AUX
easat-2661	117	5	prepared	prepare	VERB
easat-2661	117	6	before	before	ADP
easat-2661	117	7	being	be	AUX
easat-2661	117	8	supplied	supply	VERB
easat-2661	117	9	to	to	ADP
easat-2661	117	10	the	the	DET
easat-2661	117	11	time	time	NOUN
easat-2661	117	12	series	series	PROPN
easat-2661	117	13	model	model	PROPN
easat-2661	117	14	.	.	PUNCT
easat-2661	118	1	standardization	standardization	NOUN
easat-2661	118	2	aids	aid	NOUN
easat-2661	118	3	in	in	ADP
easat-2661	118	4	rescaling	rescale	VERB
easat-2661	118	5	the	the	DET
easat-2661	118	6	input	input	NOUN
easat-2661	118	7	data	datum	NOUN
easat-2661	118	8	to	to	ADP
easat-2661	118	9	a	a	DET
easat-2661	118	10	comparable	comparable	ADJ
easat-2661	118	11	scale	scale	NOUN
easat-2661	118	12	.	.	PUNCT
easat-2661	119	1	the	the	DET
easat-2661	119	2	command	command	NOUN
easat-2661	119	3	standardizes	standardize	VERB
easat-2661	119	4	the	the	DET
easat-2661	119	5	inputs	input	NOUN
easat-2661	119	6	to	to	PART
easat-2661	119	7	fall	fall	VERB
easat-2661	119	8	inside	inside	ADP
easat-2661	119	9	the	the	DET
easat-2661	119	10	range	range	NOUN
easat-2661	119	11	(	(	PUNCT
easat-2661	119	12	-1,1	-1,1	NOUN
easat-2661	119	13	)	)	PUNCT
easat-2661	120	1	[	[	X
easat-2661	120	2	24	24	NUM
easat-2661	120	3	]	]	PUNCT
easat-2661	120	4	.	.	PUNCT
easat-2661	121	1	this	this	DET
easat-2661	121	2	preprocessing	preprocessing	NOUN
easat-2661	121	3	task	task	NOUN
easat-2661	121	4	assists	assist	VERB
easat-2661	121	5	the	the	DET
easat-2661	121	6	modelling	modelling	NOUN
easat-2661	121	7	process	process	NOUN
easat-2661	121	8	by	by	ADP
easat-2661	121	9	standardizing	standardize	VERB
easat-2661	121	10	all	all	DET
easat-2661	121	11	inputs	input	NOUN
easat-2661	121	12	,	,	PUNCT
easat-2661	121	13	making	make	VERB
easat-2661	121	14	them	they	PRON
easat-2661	121	15	easily	easily	ADV
easat-2661	121	16	comparable	comparable	ADJ
easat-2661	121	17	.	.	PUNCT
easat-2661	122	1	in	in	ADP
easat-2661	122	2	order	order	NOUN
easat-2661	122	3	to	to	PART
easat-2661	122	4	forecast	forecast	VERB
easat-2661	122	5	the	the	DET
easat-2661	122	6	testing	testing	NOUN
easat-2661	122	7	,	,	PUNCT
easat-2661	122	8	set	set	NOUN
easat-2661	122	9	of	of	ADP
easat-2661	122	10	the	the	DET
easat-2661	122	11	daily	daily	ADJ
easat-2661	122	12	rain	rain	NOUN
easat-2661	122	13	attenuation	attenuation	NOUN
easat-2661	122	14	time	time	NOUN
easat-2661	122	15	series	series	PROPN
easat-2661	122	16	,	,	PUNCT
easat-2661	122	17	and	and	CCONJ
easat-2661	122	18	the	the	DET
easat-2661	122	19	training	training	NOUN
easat-2661	122	20	set	set	NOUN
easat-2661	122	21	of	of	ADP
easat-2661	122	22	data	datum	NOUN
easat-2661	122	23	were	be	AUX
easat-2661	122	24	fitted	fit	VERB
easat-2661	122	25	using	use	VERB
easat-2661	122	26	the	the	DET
easat-2661	122	27	arima	arima	NOUN
easat-2661	122	28	and	and	CCONJ
easat-2661	122	29	sarima	sarima	NOUN
easat-2661	122	30	models	model	NOUN
easat-2661	122	31	with	with	ADP
easat-2661	122	32	metrological	metrological	ADJ
easat-2661	122	33	variables	variable	NOUN
easat-2661	122	34	.	.	PUNCT
easat-2661	123	1	to	to	PART
easat-2661	123	2	achieve	achieve	VERB
easat-2661	123	3	the	the	DET
easat-2661	123	4	best	good	ADJ
easat-2661	123	5	model	model	NOUN
easat-2661	123	6	’s	’s	PART
easat-2661	123	7	performance	performance	NOUN
easat-2661	123	8	,	,	PUNCT
easat-2661	123	9	four	four	NUM
easat-2661	123	10	indices	index	NOUN
easat-2661	123	11	were	be	AUX
easat-2661	123	12	used	use	VERB
easat-2661	123	13	.	.	PUNCT
easat-2661	124	1	root	root	NOUN
easat-2661	124	2	mean	mean	VERB
easat-2661	124	3	square	square	ADJ
easat-2661	124	4	error	error	NOUN
easat-2661	124	5	(	(	PUNCT
easat-2661	124	6	rmse	rmse	NOUN
easat-2661	124	7	)	)	PUNCT
easat-2661	124	8	is	be	AUX
easat-2661	124	9	a	a	DET
easat-2661	124	10	performance	performance	NOUN
easat-2661	124	11	metric	metric	NOUN
easat-2661	124	12	that	that	PRON
easat-2661	124	13	is	be	AUX
easat-2661	124	14	used	use	VERB
easat-2661	124	15	to	to	PART
easat-2661	124	16	compare	compare	VERB
easat-2661	124	17	the	the	DET
easat-2661	124	18	actual	actual	ADJ
easat-2661	124	19	values	value	NOUN
easat-2661	124	20	to	to	ADP
easat-2661	124	21	the	the	DET
easat-2661	124	22	forecast	forecast	NOUN
easat-2661	124	23	values	value	NOUN
easat-2661	124	24	.	.	PUNCT
easat-2661	125	1	𝑅𝑀𝑆𝐸	𝑅𝑀𝑆𝐸	PROPN
easat-2661	125	2	=	=	PRON
easat-2661	125	3	√∑	√∑	X
easat-2661	125	4	(	(	PUNCT
easat-2661	125	5	𝑍𝑚−𝑍𝑝	𝑍𝑚−𝑍𝑝	PROPN
easat-2661	125	6	)	)	PUNCT
easat-2661	125	7	2𝑛	2𝑛	PROPN
easat-2661	126	1	𝑖−1	𝑖−1	PROPN
easat-2661	126	2	𝑛	𝑛	PROPN
easat-2661	126	3	(	(	PUNCT
easat-2661	126	4	1	1	NUM
easat-2661	126	5	)	)	PUNCT
easat-2661	126	6	furthermore	furthermore	ADV
easat-2661	126	7	,	,	PUNCT
easat-2661	126	8	mean	mean	VERB
easat-2661	126	9	absolute	absolute	ADJ
easat-2661	126	10	error	error	NOUN
easat-2661	126	11	(	(	PUNCT
easat-2661	126	12	mae	mae	PROPN
easat-2661	126	13	)	)	PUNCT
easat-2661	126	14	,	,	PUNCT
easat-2661	126	15	mean	mean	VERB
easat-2661	126	16	square	square	ADJ
easat-2661	126	17	error	error	NOUN
easat-2661	126	18	(	(	PUNCT
easat-2661	126	19	mse	mse	NOUN
easat-2661	126	20	)	)	PUNCT
easat-2661	126	21	,	,	PUNCT
easat-2661	126	22	and	and	CCONJ
easat-2661	126	23	correlation	correlation	NOUN
easat-2661	126	24	coefficient	coefficient	NOUN
easat-2661	126	25	(	(	PUNCT
easat-2661	126	26	𝑅2	𝑅2	NOUN
easat-2661	126	27	)	)	PUNCT
easat-2661	126	28	is	be	AUX
easat-2661	126	29	used	use	VERB
easat-2661	126	30	as	as	ADP
easat-2661	126	31	the	the	DET
easat-2661	126	32	performance	performance	NOUN
easat-2661	126	33	metric	metric	ADJ
easat-2661	126	34	as	as	SCONJ
easat-2661	126	35	shown	show	VERB
easat-2661	126	36	below	below	ADP
easat-2661	126	37	:	:	PUNCT
easat-2661	127	1	𝑀𝐴𝐸	𝑀𝐴𝐸	PROPN
easat-2661	127	2	=	=	SYM
easat-2661	127	3	∑	∑	PUNCT
easat-2661	127	4	|𝑍𝑚−𝑍𝑝|𝑛	|𝑍𝑚−𝑍𝑝|𝑛	PROPN
easat-2661	127	5	𝑖−1	𝑖−1	PROPN
easat-2661	127	6	𝑛	𝑛	PROPN
easat-2661	127	7	(	(	PUNCT
easat-2661	127	8	2	2	NUM
easat-2661	127	9	)	)	PUNCT
easat-2661	127	10	𝑀𝑆𝐸	𝑀𝑆𝐸	NOUN
easat-2661	127	11	=	=	PUNCT
easat-2661	127	12	∑	∑	PUNCT
easat-2661	127	13	(	(	PUNCT
easat-2661	127	14	𝑍𝑚	𝑍𝑚	PROPN
easat-2661	127	15	−	−	PROPN
easat-2661	127	16	�	�	NOUN
easat-2661	127	17	̅	̅	NOUN
easat-2661	127	18	�	�	NOUN
easat-2661	127	19	𝑝	𝑝	NOUN
easat-2661	127	20	)	)	PUNCT
easat-2661	127	21	2𝑛	2𝑛	PROPN
easat-2661	128	1	𝑖−1	𝑖−1	PROPN
easat-2661	128	2	𝑛	𝑛	PROPN
easat-2661	128	3	(	(	PUNCT
easat-2661	128	4	3	3	NUM
easat-2661	128	5	)	)	PUNCT
easat-2661	128	6	𝑅2	𝑅2	NOUN
easat-2661	128	7	=	=	NOUN
easat-2661	128	8	1	1	NUM
easat-2661	128	9	−	−	NOUN
easat-2661	128	10	∑	∑	PUNCT
easat-2661	128	11	(	(	PUNCT
easat-2661	128	12	𝑍𝑚	𝑍𝑚	PROPN
easat-2661	128	13	−	−	PROPN
easat-2661	128	14	�	�	NOUN
easat-2661	128	15	̅	̅	NOUN
easat-2661	128	16	�	�	NOUN
easat-2661	128	17	𝑝	𝑝	NOUN
easat-2661	128	18	)	)	PUNCT
easat-2661	128	19	2𝑛	2𝑛	PROPN
easat-2661	129	1	𝑖−1	𝑖−1	PUNCT
easat-2661	129	2	∑	∑	PUNCT
easat-2661	129	3	(	(	PUNCT
easat-2661	129	4	𝑍𝑚	𝑍𝑚	PROPN
easat-2661	129	5	−	−	PROPN
easat-2661	129	6	𝑍𝑝	𝑍𝑝	NOUN
easat-2661	129	7	)	)	PUNCT
easat-2661	129	8	2𝑛	2𝑛	PROPN
easat-2661	130	1	𝑖−1	𝑖−1	PROPN
easat-2661	130	2	(	(	PUNCT
easat-2661	130	3	4	4	NUM
easat-2661	130	4	)	)	PUNCT
easat-2661	130	5	where	where	SCONJ
easat-2661	130	6	𝑍𝑚	𝑍𝑚	PROPN
easat-2661	130	7	and	and	CCONJ
easat-2661	130	8	�	�	PROPN
easat-2661	130	9	̃	̃	PROPN
easat-2661	130	10	�	�	PROPN
easat-2661	130	11	𝑝	𝑝	NOUN
easat-2661	130	12	are	be	AUX
easat-2661	130	13	measured	measure	VERB
easat-2661	130	14	and	and	CCONJ
easat-2661	130	15	predicted	predict	VERB
easat-2661	130	16	values	value	NOUN
easat-2661	130	17	of	of	ADP
easat-2661	130	18	output	output	NOUN
easat-2661	130	19	rain	rain	NOUN
easat-2661	130	20	attenuation	attenuation	NOUN
easat-2661	130	21	,	,	PUNCT
easat-2661	130	22	where	where	SCONJ
easat-2661	130	23	n	n	PRON
easat-2661	130	24	is	be	AUX
easat-2661	130	25	the	the	DET
easat-2661	130	26	number	number	NOUN
easat-2661	130	27	of	of	ADP
easat-2661	130	28	observation	observation	NOUN
easat-2661	130	29	and	and	CCONJ
easat-2661	130	30	𝑍𝑝	𝑍𝑝	PROPN
easat-2661	130	31	is	be	AUX
easat-2661	130	32	the	the	DET
easat-2661	130	33	average	average	NOUN
easat-2661	130	34	of	of	ADP
easat-2661	130	35	estimated	estimate	VERB
easat-2661	130	36	data	datum	NOUN
easat-2661	130	37	.	.	PUNCT
easat-2661	131	1	the	the	DET
easat-2661	131	2	akaike	akaike	ADJ
easat-2661	131	3	information	information	NOUN
easat-2661	131	4	criteria	criterion	NOUN
easat-2661	131	5	(	(	PUNCT
easat-2661	131	6	aic	aic	PROPN
easat-2661	131	7	)	)	PUNCT
easat-2661	131	8	is	be	AUX
easat-2661	131	9	the	the	DET
easat-2661	131	10	primary	primary	ADJ
easat-2661	131	11	criterion	criterion	NOUN
easat-2661	131	12	used	use	VERB
easat-2661	131	13	to	to	PART
easat-2661	131	14	choose	choose	VERB
easat-2661	131	15	the	the	DET
easat-2661	131	16	optimal	optimal	ADJ
easat-2661	131	17	sarima	sarima	NOUN
easat-2661	131	18	model	model	NOUN
easat-2661	131	19	.	.	PUNCT
easat-2661	132	1	the	the	DET
easat-2661	132	2	aic	aic	PROPN
easat-2661	132	3	measures	measure	VERB
easat-2661	132	4	the	the	DET
easat-2661	132	5	relative	relative	ADJ
easat-2661	132	6	effectiveness	effectiveness	NOUN
easat-2661	132	7	of	of	ADP
easat-2661	132	8	various	various	ADJ
easat-2661	132	9	statistical	statistical	ADJ
easat-2661	132	10	techniques	technique	NOUN
easat-2661	132	11	,	,	PUNCT
easat-2661	132	12	and	and	CCONJ
easat-2661	132	13	among	among	ADP
easat-2661	132	14	its	its	PRON
easat-2661	132	15	many	many	ADJ
easat-2661	132	16	values	value	NOUN
easat-2661	132	17	,	,	PUNCT
easat-2661	132	18	the	the	DET
easat-2661	132	19	proposed	propose	VERB
easat-2661	132	20	model	model	NOUN
easat-2661	132	21	,	,	PUNCT
easat-2661	132	22	which	which	PRON
easat-2661	132	23	is	be	AUX
easat-2661	132	24	utilized	utilize	VERB
easat-2661	132	25	for	for	ADP
easat-2661	132	26	forecasting	forecasting	NOUN
easat-2661	132	27	,	,	PUNCT
easat-2661	132	28	has	have	VERB
easat-2661	132	29	the	the	DET
easat-2661	132	30	lowest	low	ADJ
easat-2661	132	31	aic	aic	PROPN
easat-2661	132	32	value	value	NOUN
easat-2661	132	33	[	[	X
easat-2661	132	34	25	25	NUM
easat-2661	132	35	]	]	PUNCT
easat-2661	132	36	.	.	PUNCT
easat-2661	133	1	the	the	DET
easat-2661	133	2	performance	performance	NOUN
easat-2661	133	3	of	of	ADP
easat-2661	133	4	the	the	DET
easat-2661	133	5	model	model	NOUN
easat-2661	133	6	is	be	AUX
easat-2661	133	7	assessed	assess	VERB
easat-2661	133	8	using	use	VERB
easat-2661	133	9	some	some	DET
easat-2661	133	10	statistical	statistical	ADJ
easat-2661	133	11	evaluation	evaluation	NOUN
easat-2661	133	12	techniques	technique	NOUN
easat-2661	133	13	,	,	PUNCT
easat-2661	133	14	including	include	VERB
easat-2661	133	15	the	the	DET
easat-2661	133	16	correlation	correlation	NOUN
easat-2661	133	17	coefficient	coefficient	NOUN
easat-2661	133	18	(	(	PUNCT
easat-2661	133	19	r2	r2	PROPN
easat-2661	133	20	)	)	PUNCT
easat-2661	133	21	,	,	PUNCT
easat-2661	133	22	mean	mean	VERB
easat-2661	133	23	absolute	absolute	ADJ
easat-2661	133	24	error	error	NOUN
easat-2661	133	25	(	(	PUNCT
easat-2661	133	26	mae	mae	PROPN
easat-2661	133	27	)	)	PUNCT
easat-2661	133	28	,	,	PUNCT
easat-2661	133	29	mean	mean	VERB
easat-2661	133	30	square	square	ADJ
easat-2661	133	31	error	error	NOUN
easat-2661	133	32	(	(	PUNCT
easat-2661	133	33	mse	mse	NOUN
easat-2661	133	34	)	)	PUNCT
easat-2661	133	35	,	,	PUNCT
easat-2661	133	36	and	and	CCONJ
easat-2661	133	37	root	root	NOUN
easat-2661	133	38	mean	mean	VERB
easat-2661	133	39	square	square	ADJ
easat-2661	133	40	error	error	NOUN
easat-2661	133	41	(	(	PUNCT
easat-2661	133	42	rmse	rmse	NOUN
easat-2661	133	43	)	)	PUNCT
easat-2661	133	44	.	.	PUNCT
easat-2661	134	1	kullback	kullback	NOUN
easat-2661	134	2	-	-	PUNCT
easat-2661	134	3	leibler	leibler	PROPN
easat-2661	134	4	information	information	NOUN
easat-2661	134	5	was	be	AUX
easat-2661	134	6	suggested	suggest	VERB
easat-2661	134	7	to	to	PART
easat-2661	134	8	be	be	AUX
easat-2661	134	9	used	use	VERB
easat-2661	134	10	for	for	ADP
easat-2661	134	11	model	model	NOUN
easat-2661	134	12	selection	selection	NOUN
easat-2661	134	13	by	by	ADP
easat-2661	134	14	akaike	akaike	ADJ
easat-2661	134	15	(	(	PUNCT
easat-2661	134	16	1974	1974	NUM
easat-2661	134	17	)	)	PUNCT
easat-2661	134	18	,	,	PUNCT
easat-2661	134	19	mentioned	mention	VERB
easat-2661	134	20	by	by	ADP
easat-2661	134	21	burnham	burnham	PROPN
easat-2661	134	22	and	and	CCONJ
easat-2661	134	23	anderson	anderson	PROPN
easat-2661	134	24	(	(	PUNCT
easat-2661	134	25	2001	2001	NUM
easat-2661	134	26	)	)	PUNCT
easat-2661	134	27	.	.	PUNCT
easat-2661	135	1	another	another	DET
easat-2661	135	2	parameter	parameter	NOUN
easat-2661	135	3	considered	consider	VERB
easat-2661	135	4	is	be	AUX
easat-2661	135	5	the	the	DET
easat-2661	135	6	akaike	akaike	ADJ
easat-2661	135	7	information	information	NOUN
easat-2661	135	8	criterion	criterion	NOUN
easat-2661	135	9	(	(	PUNCT
easat-2661	135	10	aic	aic	PROPN
easat-2661	135	11	)	)	PUNCT
easat-2661	135	12	,	,	PUNCT
easat-2661	135	13	a	a	DET
easat-2661	135	14	commonly	commonly	ADV
easat-2661	135	15	deployed	deploy	VERB
easat-2661	135	16	evaluation	evaluation	NOUN
easat-2661	135	17	metric	metric	NOUN
easat-2661	135	18	for	for	ADP
easat-2661	135	19	both	both	CCONJ
easat-2661	135	20	arima	arima	NOUN
easat-2661	135	21	and	and	CCONJ
easat-2661	135	22	sarima	sarima	NOUN
easat-2661	135	23	models	model	NOUN
easat-2661	135	24	.	.	PUNCT
easat-2661	136	1	it	it	PRON
easat-2661	136	2	measures	measure	VERB
easat-2661	136	3	the	the	DET
easat-2661	136	4	model	model	NOUN
easat-2661	136	5	's	's	PART
easat-2661	136	6	simplicity	simplicity	NOUN
easat-2661	136	7	as	as	ADV
easat-2661	136	8	well	well	ADV
easat-2661	136	9	as	as	ADP
easat-2661	136	10	its	its	PRON
easat-2661	136	11	quality	quality	NOUN
easat-2661	136	12	of	of	ADP
easat-2661	136	13	fit	fit	NOUN
easat-2661	136	14	.	.	PUNCT
easat-2661	137	1	it	it	PRON
easat-2661	137	2	needs	need	VERB
easat-2661	137	3	to	to	PART
easat-2661	137	4	be	be	AUX
easat-2661	137	5	as	as	ADV
easat-2661	137	6	low	low	ADJ
easat-2661	137	7	as	as	ADP
easat-2661	137	8	feasible	feasible	ADJ
easat-2661	137	9	[	[	X
easat-2661	137	10	26	26	NUM
easat-2661	137	11	]	]	PUNCT
easat-2661	137	12	.	.	PUNCT
easat-2661	138	1	𝐴𝐼𝐶	𝐴𝐼𝐶	PROPN
easat-2661	138	2	=	=	SYM
easat-2661	138	3	−2[𝑙𝑜𝑔	−2[𝑙𝑜𝑔	NOUN
easat-2661	138	4	−	−	NOUN
easat-2661	138	5	𝑙𝑖𝑘𝑒𝑙𝑖ℎ𝑜𝑜𝑑	𝑙𝑖𝑘𝑒𝑙𝑖ℎ𝑜𝑜𝑑	NOUN
easat-2661	138	6	]	]	PUNCT
easat-2661	138	7	+	+	NUM
easat-2661	138	8	2𝑛	2𝑛	PROPN
easat-2661	138	9	3105	3105	NUM
easat-2661	138	10	edelweiss	edelweiss	PROPN
easat-2661	138	11	applied	apply	VERB
easat-2661	138	12	science	science	NOUN
easat-2661	138	13	and	and	CCONJ
easat-2661	138	14	technology	technology	NOUN
easat-2661	138	15	issn	issn	PROPN
easat-2661	138	16	:	:	PUNCT
easat-2661	138	17	2576	2576	NUM
easat-2661	138	18	-	-	SYM
easat-2661	138	19	8484	8484	NUM
easat-2661	138	20	vol	vol	NOUN
easat-2661	138	21	.	.	PROPN
easat-2661	138	22	8	8	NUM
easat-2661	138	23	,	,	PUNCT
easat-2661	138	24	no	no	INTJ
easat-2661	138	25	.	.	NOUN
easat-2661	139	1	6	6	NUM
easat-2661	139	2	:	:	SYM
easat-2661	139	3	3100	3100	NUM
easat-2661	139	4	-	-	SYM
easat-2661	139	5	3128	3128	NUM
easat-2661	139	6	,	,	PUNCT
easat-2661	139	7	2024	2024	NUM
easat-2661	139	8	doi	doi	NOUN
easat-2661	139	9	:	:	PUNCT
easat-2661	139	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	139	11	©	©	PROPN
easat-2661	139	12	2024	2024	NUM
easat-2661	139	13	by	by	ADP
easat-2661	139	14	the	the	DET
easat-2661	139	15	authors	author	NOUN
easat-2661	139	16	;	;	PUNCT
easat-2661	139	17	licensee	licensee	PROPN
easat-2661	139	18	learning	learning	NOUN
easat-2661	139	19	gate	gate	NOUN
easat-2661	139	20	where	where	SCONJ
easat-2661	139	21	n	n	PRON
easat-2661	139	22	is	be	AUX
easat-2661	139	23	the	the	DET
easat-2661	139	24	number	number	NOUN
easat-2661	139	25	of	of	ADP
easat-2661	139	26	estimated	estimate	VERB
easat-2661	139	27	parameters	parameter	NOUN
easat-2661	139	28	(	(	PUNCT
easat-2661	139	29	i.e.	i.e.	X
easat-2661	139	30	,	,	PUNCT
easat-2661	139	31	the	the	DET
easat-2661	139	32	number	number	NOUN
easat-2661	139	33	of	of	ADP
easat-2661	139	34	variables	variable	NOUN
easat-2661	139	35	plus	plus	CCONJ
easat-2661	139	36	the	the	DET
easat-2661	139	37	intercept	intercept	NOUN
easat-2661	139	38	)	)	PUNCT
easat-2661	139	39	that	that	PRON
easat-2661	139	40	are	be	AUX
easat-2661	139	41	part	part	NOUN
easat-2661	139	42	of	of	ADP
easat-2661	139	43	the	the	DET
easat-2661	139	44	model	model	NOUN
easat-2661	139	45	.	.	PUNCT
easat-2661	140	1	the	the	DET
easat-2661	140	2	statistical	statistical	ADJ
easat-2661	140	3	output	output	NOUN
easat-2661	140	4	provides	provide	VERB
easat-2661	140	5	the	the	DET
easat-2661	140	6	log	log	NOUN
easat-2661	140	7	-	-	PUNCT
easat-2661	140	8	likelihood	likelihood	NOUN
easat-2661	140	9	of	of	ADP
easat-2661	140	10	the	the	DET
easat-2661	140	11	model	model	NOUN
easat-2661	140	12	given	give	VERB
easat-2661	140	13	in	in	ADP
easat-2661	140	14	the	the	DET
easat-2661	140	15	data	datum	NOUN
easat-2661	140	16	,	,	PUNCT
easat-2661	140	17	which	which	PRON
easat-2661	140	18	is	be	AUX
easat-2661	140	19	a	a	DET
easat-2661	140	20	convenient	convenient	ADJ
easat-2661	140	21	way	way	NOUN
easat-2661	140	22	to	to	PART
easat-2661	140	23	assess	assess	VERB
easat-2661	140	24	the	the	DET
easat-2661	140	25	model	model	NOUN
easat-2661	140	26	's	's	PART
easat-2661	140	27	overall	overall	ADJ
easat-2661	140	28	fit	fit	ADJ
easat-2661	140	29	(	(	PUNCT
easat-2661	140	30	lower	low	ADJ
easat-2661	140	31	numbers	number	NOUN
easat-2661	140	32	imply	imply	VERB
easat-2661	140	33	worse	bad	ADJ
easat-2661	140	34	fit	fit	NOUN
easat-2661	140	35	)	)	PUNCT
easat-2661	140	36	.	.	PUNCT
easat-2661	141	1	the	the	DET
easat-2661	141	2	arima	arima	PROPN
easat-2661	141	3	and	and	CCONJ
easat-2661	141	4	sarima	sarima	NOUN
easat-2661	141	5	model	model	NOUN
easat-2661	141	6	was	be	AUX
easat-2661	141	7	subjected	subject	VERB
easat-2661	141	8	to	to	ADP
easat-2661	141	9	a	a	DET
easat-2661	141	10	variety	variety	NOUN
easat-2661	141	11	of	of	ADP
easat-2661	141	12	goodness	goodness	NOUN
easat-2661	141	13	of	of	ADP
easat-2661	141	14	fit	fit	ADJ
easat-2661	141	15	calculations	calculation	NOUN
easat-2661	141	16	,	,	PUNCT
easat-2661	141	17	including	include	VERB
easat-2661	141	18	mse	mse	NOUN
easat-2661	141	19	,	,	PUNCT
easat-2661	141	20	r2	r2	PROPN
easat-2661	141	21	,	,	PUNCT
easat-2661	141	22	rmse	rmse	NOUN
easat-2661	141	23	,	,	PUNCT
easat-2661	141	24	aic	aic	PROPN
easat-2661	141	25	,	,	PUNCT
easat-2661	141	26	and	and	CCONJ
easat-2661	141	27	mae	mae	PROPN
easat-2661	141	28	2.4	2.4	NUM
easat-2661	141	29	.	.	PUNCT
easat-2661	142	1	tests	test	NOUN
easat-2661	142	2	for	for	ADP
easat-2661	142	3	stationarity	stationarity	NOUN
easat-2661	142	4	the	the	DET
easat-2661	142	5	term	term	NOUN
easat-2661	142	6	"	"	PUNCT
easat-2661	142	7	stationary	stationary	ADJ
easat-2661	142	8	model	model	NOUN
easat-2661	142	9	"	"	PUNCT
easat-2661	142	10	refers	refer	VERB
easat-2661	142	11	to	to	ADP
easat-2661	142	12	a	a	DET
easat-2661	142	13	recently	recently	ADV
easat-2661	142	14	popular	popular	ADJ
easat-2661	142	15	type	type	NOUN
easat-2661	142	16	of	of	ADP
easat-2661	142	17	stochastic	stochastic	ADJ
easat-2661	142	18	model	model	NOUN
easat-2661	142	19	for	for	ADP
easat-2661	142	20	explaining	explain	VERB
easat-2661	142	21	time	time	NOUN
easat-2661	142	22	series	series	NOUN
easat-2661	142	23	.	.	PUNCT
easat-2661	143	1	stationary	stationary	ADJ
easat-2661	143	2	models	model	NOUN
easat-2661	143	3	suggest	suggest	VERB
easat-2661	143	4	that	that	SCONJ
easat-2661	143	5	the	the	DET
easat-2661	143	6	process	process	NOUN
easat-2661	143	7	is	be	AUX
easat-2661	143	8	statistically	statistically	ADV
easat-2661	143	9	balanced	balanced	ADJ
easat-2661	143	10	,	,	PUNCT
easat-2661	143	11	with	with	ADP
easat-2661	143	12	probabilistic	probabilistic	ADJ
easat-2661	143	13	properties	property	NOUN
easat-2661	143	14	that	that	PRON
easat-2661	143	15	remain	remain	VERB
easat-2661	143	16	constant	constant	ADJ
easat-2661	143	17	throughout	throughout	ADP
easat-2661	143	18	time	time	NOUN
easat-2661	143	19	,	,	PUNCT
easat-2661	143	20	implying	imply	VERB
easat-2661	143	21	that	that	SCONJ
easat-2661	143	22	it	it	PRON
easat-2661	143	23	oscillates	oscillate	VERB
easat-2661	143	24	around	around	ADP
easat-2661	143	25	a	a	DET
easat-2661	143	26	set	set	VERB
easat-2661	143	27	constant	constant	ADJ
easat-2661	143	28	mean	mean	ADJ
easat-2661	143	29	level	level	NOUN
easat-2661	143	30	with	with	ADP
easat-2661	143	31	constant	constant	ADJ
easat-2661	143	32	variation	variation	NOUN
easat-2661	143	33	.	.	PUNCT
easat-2661	144	1	the	the	DET
easat-2661	144	2	fundamental	fundamental	ADJ
easat-2661	144	3	idea	idea	NOUN
easat-2661	144	4	behind	behind	ADP
easat-2661	144	5	stationarity	stationarity	NOUN
easat-2661	144	6	is	be	AUX
easat-2661	144	7	that	that	SCONJ
easat-2661	144	8	the	the	DET
easat-2661	144	9	probability	probability	NOUN
easat-2661	144	10	laws	law	NOUN
easat-2661	144	11	that	that	PRON
easat-2661	144	12	control	control	VERB
easat-2661	144	13	a	a	DET
easat-2661	144	14	process	process	NOUN
easat-2661	144	15	'	'	PART
easat-2661	144	16	behaviour	behaviour	NOUN
easat-2661	144	17	do	do	AUX
easat-2661	144	18	not	not	PART
easat-2661	144	19	alter	alter	VERB
easat-2661	144	20	over	over	ADP
easat-2661	144	21	time	time	NOUN
easat-2661	144	22	.	.	PUNCT
easat-2661	145	1	the	the	DET
easat-2661	145	2	method	method	NOUN
easat-2661	145	3	is	be	AUX
easat-2661	145	4	statistically	statistically	ADV
easat-2661	145	5	balanced	balanced	ADJ
easat-2661	145	6	in	in	ADP
easat-2661	145	7	several	several	ADJ
easat-2661	145	8	aspects	aspect	NOUN
easat-2661	145	9	.	.	PUNCT
easat-2661	146	1	for	for	ADP
easat-2661	146	2	any	any	DET
easat-2661	146	3	time	time	NOUN
easat-2661	146	4	point	point	NOUN
easat-2661	146	5	𝑡1,𝑡2,	𝑡1,𝑡2,	ADJ
easat-2661	146	6	…	…	X
easat-2661	146	7	…	…	PUNCT
easat-2661	146	8	…	…	PUNCT
easat-2661	146	9	..	..	PUNCT
easat-2661	146	10	𝑡𝑛	𝑡𝑛	NOUN
easat-2661	146	11	,	,	PUNCT
easat-2661	146	12	and	and	CCONJ
easat-2661	146	13	any	any	DET
easat-2661	146	14	time	time	NOUN
easat-2661	146	15	lag	lag	VERB
easat-2661	146	16	k.	k.	PROPN
easat-2661	147	1	〈	〈	PROPN
easat-2661	147	2	𝑌𝑡	𝑌𝑡	PROPN
easat-2661	147	3	〉	〉	NOUN
easat-2661	147	4	is	be	AUX
easat-2661	147	5	said	say	VERB
easat-2661	147	6	to	to	PART
easat-2661	147	7	be	be	AUX
easat-2661	147	8	strictly	strictly	ADV
easat-2661	147	9	stationary	stationary	ADJ
easat-2661	147	10	if	if	SCONJ
easat-2661	147	11	the	the	DET
easat-2661	147	12	joint	joint	ADJ
easat-2661	147	13	distribution	distribution	NOUN
easat-2661	147	14	of	of	ADP
easat-2661	147	15	𝑌𝑡1	𝑌𝑡1	NOUN
easat-2661	147	16	,	,	PUNCT
easat-2661	147	17	𝑌𝑡2	𝑌𝑡2	ADV
easat-2661	147	18	,	,	PUNCT
easat-2661	147	19	…	…	PUNCT
easat-2661	147	20	…	…	PUNCT
easat-2661	147	21	…	…	PUNCT
easat-2661	147	22	𝑌𝑡𝑛	𝑌𝑡𝑛	PROPN
easat-2661	147	23	is	be	AUX
easat-2661	147	24	the	the	DET
easat-2661	147	25	same	same	ADJ
easat-2661	147	26	as	as	ADP
easat-2661	147	27	the	the	DET
easat-2661	147	28	joint	joint	ADJ
easat-2661	147	29	distribution	distribution	NOUN
easat-2661	147	30	of	of	ADP
easat-2661	147	31	𝑌𝑡1	𝑌𝑡1	NOUN
easat-2661	147	32	−	−	PROPN
easat-2661	147	33	𝑘	𝑘	PROPN
easat-2661	147	34	,	,	PUNCT
easat-2661	147	35	𝑌𝑡2	𝑌𝑡2	NOUN
easat-2661	148	1	−	−	PROPN
easat-2661	148	2	𝑘	𝑘	PROPN
easat-2661	148	3	,	,	PUNCT
easat-2661	148	4	…	…	PUNCT
easat-2661	148	5	…	…	PUNCT
easat-2661	149	1	𝑌𝑡𝑛	𝑌𝑡𝑛	PROPN
easat-2661	149	2	−	−	NOUN
easat-2661	149	3	𝑘.	𝑘.	NOUN
easat-2661	149	4	where	where	SCONJ
easat-2661	149	5	𝑌𝑡	𝑌𝑡	PROPN
easat-2661	149	6	is	be	AUX
easat-2661	149	7	the	the	DET
easat-2661	149	8	observed	observe	VERB
easat-2661	149	9	time	time	NOUN
easat-2661	149	10	series	series	PROPN
easat-2661	149	11	,	,	PUNCT
easat-2661	149	12	𝑌𝑡1	𝑌𝑡1	ADV
easat-2661	149	13	is	be	AUX
easat-2661	149	14	the	the	DET
easat-2661	149	15	observed	observed	ADJ
easat-2661	149	16	time	time	NOUN
easat-2661	149	17	at	at	ADP
easat-2661	149	18	t=1	t=1	PROPN
easat-2661	149	19	,	,	PUNCT
easat-2661	149	20	k	k	PROPN
easat-2661	149	21	is	be	AUX
easat-2661	149	22	the	the	DET
easat-2661	149	23	time	time	NOUN
easat-2661	149	24	lag	lag	NOUN
easat-2661	149	25	,	,	PUNCT
easat-2661	149	26	t	t	PROPN
easat-2661	149	27	is	be	AUX
easat-2661	149	28	time	time	NOUN
easat-2661	149	29	and	and	CCONJ
easat-2661	149	30	𝜌𝑘	𝜌𝑘	PRON
easat-2661	149	31	is	be	AUX
easat-2661	149	32	the	the	DET
easat-2661	149	33	autocorrelation	autocorrelation	NOUN
easat-2661	149	34	at	at	ADP
easat-2661	149	35	lag	lag	NOUN
easat-2661	149	36	k	k	PROPN
easat-2661	150	1	[	[	X
easat-2661	150	2	27	27	NUM
easat-2661	150	3	]	]	PUNCT
easat-2661	150	4	.	.	PUNCT
easat-2661	151	1	thus	thus	ADV
easat-2661	151	2	,	,	PUNCT
easat-2661	151	3	for	for	ADP
easat-2661	151	4	every	every	DET
easat-2661	151	5	t	t	PROPN
easat-2661	151	6	and	and	CCONJ
easat-2661	151	7	k	k	PROPN
easat-2661	151	8	,	,	PUNCT
easat-2661	151	9	the	the	DET
easat-2661	151	10	(	(	PUNCT
easat-2661	151	11	univariate	univariate	ADJ
easat-2661	151	12	)	)	PUNCT
easat-2661	151	13	distribution	distribution	NOUN
easat-2661	151	14	of	of	ADP
easat-2661	151	15	𝑌𝑡	𝑌𝑡	PROPN
easat-2661	151	16	is	be	AUX
easat-2661	151	17	the	the	DET
easat-2661	151	18	same	same	ADJ
easat-2661	151	19	as	as	ADP
easat-2661	151	20	that	that	PRON
easat-2661	151	21	of	of	ADP
easat-2661	151	22	𝑌𝑡1	𝑌𝑡1	NOUN
easat-2661	151	23	−	−	PROPN
easat-2661	151	24	𝑘	𝑘	INTJ
easat-2661	151	25	when	when	SCONJ
easat-2661	151	26	n	n	X
easat-2661	151	27	=	=	NOUN
easat-2661	151	28	1	1	NUM
easat-2661	151	29	;	;	PUNCT
easat-2661	151	30	in	in	ADP
easat-2661	151	31	other	other	ADJ
easat-2661	151	32	words	word	NOUN
easat-2661	151	33	,	,	PUNCT
easat-2661	151	34	the	the	DET
easat-2661	151	35	y	y	PROPN
easat-2661	151	36	’s	’s	PART
easat-2661	151	37	are	be	AUX
easat-2661	151	38	marginally	marginally	ADV
easat-2661	151	39	distributed	distribute	VERB
easat-2661	151	40	.	.	PUNCT
easat-2661	152	1	then	then	ADV
easat-2661	152	2	a	a	DET
easat-2661	152	3	e	e	NOUN
easat-2661	152	4	(	(	PUNCT
easat-2661	152	5	𝑌𝑡	𝑌𝑡	PROPN
easat-2661	152	6	−	−	PROPN
easat-2661	152	7	𝑘	𝑘	NOUN
easat-2661	152	8	)	)	PUNCT
easat-2661	152	9	for	for	ADP
easat-2661	152	10	all	all	DET
easat-2661	152	11	t	t	PROPN
easat-2661	152	12	and	and	CCONJ
easat-2661	152	13	k	k	NOUN
easat-2661	152	14	so	so	SCONJ
easat-2661	152	15	that	that	SCONJ
easat-2661	152	16	the	the	DET
easat-2661	152	17	mean	mean	ADJ
easat-2661	152	18	function	function	NOUN
easat-2661	152	19	is	be	AUX
easat-2661	152	20	constant	constant	ADJ
easat-2661	152	21	across	across	ADP
easat-2661	152	22	time	time	NOUN
easat-2661	152	23	.	.	PUNCT
easat-2661	153	1	furthermore	furthermore	ADV
easat-2661	153	2	,	,	PUNCT
easat-2661	153	3	a	a	DET
easat-2661	153	4	𝑉𝑎𝑟(𝑌𝑡	𝑉𝑎𝑟(𝑌𝑡	NUM
easat-2661	153	5	−	−	NOUN
easat-2661	153	6	𝑘	𝑘	NOUN
easat-2661	153	7	)	)	PUNCT
easat-2661	153	8	=	=	NOUN
easat-2661	153	9	𝑣𝑎𝑟	𝑣𝑎𝑟	NOUN
easat-2661	153	10	(	(	PUNCT
easat-2661	153	11	𝑌𝑠	𝑌𝑠	PROPN
easat-2661	153	12	−	−	PROPN
easat-2661	153	13	𝑘	𝑘	NOUN
easat-2661	153	14	)	)	PUNCT
easat-2661	153	15	for	for	ADP
easat-2661	153	16	all	all	DET
easat-2661	153	17	t	t	PROPN
easat-2661	153	18	and	and	CCONJ
easat-2661	153	19	k	k	NOUN
easat-2661	153	20	,	,	PUNCT
easat-2661	153	21	implying	imply	VERB
easat-2661	153	22	that	that	SCONJ
easat-2661	153	23	the	the	DET
easat-2661	153	24	variance	variance	NOUN
easat-2661	153	25	is	be	AUX
easat-2661	153	26	constant	constant	ADJ
easat-2661	153	27	throughout	throughout	ADP
easat-2661	153	28	time	time	NOUN
easat-2661	153	29	.	.	PUNCT
easat-2661	154	1	with	with	ADP
easat-2661	154	2	n	n	NOUN
easat-2661	154	3	=	=	SYM
easat-2661	154	4	2	2	NUM
easat-2661	154	5	,	,	PUNCT
easat-2661	154	6	we	we	PRON
easat-2661	154	7	can	can	AUX
easat-2661	154	8	see	see	VERB
easat-2661	154	9	that	that	SCONJ
easat-2661	154	10	the	the	DET
easat-2661	154	11	bivariate	bivariate	ADJ
easat-2661	154	12	distribution	distribution	NOUN
easat-2661	154	13	of	of	ADP
easat-2661	154	14	a	a	DET
easat-2661	154	15	𝑌𝑡	𝑌𝑡	PROPN
easat-2661	154	16	and	and	CCONJ
easat-2661	154	17	𝑌𝑠	𝑌𝑠	PROPN
easat-2661	154	18	must	must	AUX
easat-2661	154	19	be	be	AUX
easat-2661	154	20	the	the	DET
easat-2661	154	21	same	same	ADJ
easat-2661	154	22	as	as	ADP
easat-2661	154	23	that	that	PRON
easat-2661	154	24	of	of	ADP
easat-2661	154	25	(	(	PUNCT
easat-2661	154	26	𝑌𝑡	𝑌𝑡	PROPN
easat-2661	154	27	−	−	PROPN
easat-2661	154	28	𝑘	𝑘	NOUN
easat-2661	154	29	)	)	PUNCT
easat-2661	154	30	and	and	CCONJ
easat-2661	154	31	(	(	PUNCT
easat-2661	154	32	𝑌𝑠	𝑌𝑠	PROPN
easat-2661	154	33	−	−	PROPN
easat-2661	154	34	𝑘	𝑘	NOUN
easat-2661	154	35	)	)	PUNCT
easat-2661	154	36	,	,	PUNCT
easat-2661	154	37	implying	imply	VERB
easat-2661	154	38	that	that	SCONJ
easat-2661	154	39	a	a	DET
easat-2661	154	40	𝐶𝑜𝑣((𝑌𝑡	𝐶𝑜𝑣((𝑌𝑡	PROPN
easat-2661	154	41	,	,	PUNCT
easat-2661	154	42	𝑌𝑠	𝑌𝑠	PROPN
easat-2661	154	43	)	)	PUNCT
easat-2661	154	44	=	=	SYM
easat-2661	154	45	𝐶𝑜𝑣(𝑌𝑡	𝐶𝑜𝑣(𝑌𝑡	NOUN
easat-2661	154	46	−	−	NOUN
easat-2661	154	47	𝑘	𝑘	NOUN
easat-2661	154	48	,	,	PUNCT
easat-2661	154	49	𝑌𝑠	𝑌𝑠	PROPN
easat-2661	154	50	−	−	PROPN
easat-2661	154	51	𝑘	𝑘	NOUN
easat-2661	154	52	)	)	PUNCT
easat-2661	154	53	for	for	ADP
easat-2661	154	54	every	every	DET
easat-2661	154	55	k	k	PROPN
easat-2661	154	56	,	,	PUNCT
easat-2661	154	57	t	t	PROPN
easat-2661	154	58	and	and	CCONJ
easat-2661	154	59	s.	s.	PROPN
easat-2661	154	60	putting	put	VERB
easat-2661	154	61	k	k	PROPN
easat-2661	154	62	=	=	PUNCT
easat-2661	154	63	s	s	PROPN
easat-2661	154	64	and	and	CCONJ
easat-2661	154	65	k	k	PROPN
easat-2661	154	66	=	=	PROPN
easat-2661	154	67	t	t	PROPN
easat-2661	154	68	yields	yield	NOUN
easat-2661	154	69	;	;	PUNCT
easat-2661	154	70	𝛾𝑡,𝑠	𝛾𝑡,𝑠	X
easat-2661	154	71	=	=	SYM
easat-2661	154	72	𝐶𝑜𝑣(𝑌𝑡−𝑠𝑌0	𝐶𝑜𝑣(𝑌𝑡−𝑠𝑌0	PROPN
easat-2661	154	73	)	)	PUNCT
easat-2661	154	74	=	=	SYM
easat-2661	154	75	𝐶𝑜𝑣	𝐶𝑜𝑣	PROPN
easat-2661	154	76	(	(	PUNCT
easat-2661	154	77	𝑌0,𝑌𝑠−𝑡	𝑌0,𝑌𝑠−𝑡	NOUN
easat-2661	154	78	)	)	PUNCT
easat-2661	154	79	=	=	PUNCT
easat-2661	154	80	𝐶𝑜𝑣	𝐶𝑜𝑣	NOUN
easat-2661	154	81	(	(	PUNCT
easat-2661	154	82	𝑌0,𝑌|𝑠−𝑡|	𝑌0,𝑌|𝑠−𝑡|	ADJ
easat-2661	154	83	)	)	PUNCT
easat-2661	154	84	=	=	SYM
easat-2661	154	85	(	(	PUNCT
easat-2661	154	86	𝛾0,|𝑡−𝑠|	𝛾0,|𝑡−𝑠|	PROPN
easat-2661	154	87	)	)	PUNCT
easat-2661	154	88	and	and	CCONJ
easat-2661	154	89	it	it	PRON
easat-2661	154	90	is	be	AUX
easat-2661	154	91	the	the	DET
easat-2661	154	92	covariance	covariance	NOUN
easat-2661	154	93	between	between	ADP
easat-2661	154	94	𝑌𝑡	𝑌𝑡	PROPN
easat-2661	154	95	and	and	CCONJ
easat-2661	154	96	𝑌𝑠	𝑌𝑠	PROPN
easat-2661	154	97	is	be	AUX
easat-2661	154	98	indeed	indeed	ADV
easat-2661	154	99	time	time	NOUN
easat-2661	154	100	dependent	dependent	ADJ
easat-2661	154	101	via	via	ADP
easat-2661	154	102	the	the	DET
easat-2661	154	103	time	time	NOUN
easat-2661	154	104	difference	difference	NOUN
easat-2661	154	105	|t	|t	PROPN
easat-2661	154	106	-	-	PUNCT
easat-2661	154	107	s|	s|	PROPN
easat-2661	154	108	rather	rather	ADV
easat-2661	154	109	than	than	ADP
easat-2661	154	110	the	the	DET
easat-2661	154	111	actual	actual	ADJ
easat-2661	154	112	times	time	NOUN
easat-2661	154	113	t	t	PROPN
easat-2661	154	114	and	and	CCONJ
easat-2661	154	115	s.	s.	PROPN
easat-2661	154	116	as	as	ADP
easat-2661	154	117	a	a	DET
easat-2661	154	118	result	result	NOUN
easat-2661	154	119	,	,	PUNCT
easat-2661	154	120	we	we	PRON
easat-2661	154	121	may	may	AUX
easat-2661	154	122	simplify	simplify	VERB
easat-2661	154	123	our	our	PRON
easat-2661	154	124	notation	notation	NOUN
easat-2661	154	125	for	for	ADP
easat-2661	154	126	a	a	DET
easat-2661	154	127	stationary	stationary	ADJ
easat-2661	154	128	process	process	NOUN
easat-2661	154	129	and	and	CCONJ
easat-2661	154	130	write	write	VERB
easat-2661	154	131	:	:	PUNCT
easat-2661	154	132	𝛾𝑘	𝛾𝑘	ADP
easat-2661	154	133	=	=	SYM
easat-2661	154	134	𝐶𝑜𝑣(𝑌𝑡,𝑌𝑡−𝑘	𝐶𝑜𝑣(𝑌𝑡,𝑌𝑡−𝑘	X
easat-2661	154	135	)	)	PUNCT
easat-2661	154	136	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-2661	154	137	𝑎	𝑎	PRON
easat-2661	154	138	𝜌𝑘	𝜌𝑘	ADJ
easat-2661	154	139	=	=	NOUN
easat-2661	154	140	𝐶𝑜𝑟𝑟(𝑌𝑡,𝑌𝑡−𝑘	𝐶𝑜𝑟𝑟(𝑌𝑡,𝑌𝑡−𝑘	NOUN
easat-2661	154	141	)	)	PUNCT
easat-2661	154	142	(	(	PUNCT
easat-2661	154	143	1	1	X
easat-2661	154	144	)	)	PUNCT
easat-2661	154	145	moreover	moreover	ADV
easat-2661	154	146	,	,	PUNCT
easat-2661	154	147	note	note	VERB
easat-2661	154	148	that	that	SCONJ
easat-2661	154	149	a	a	DET
easat-2661	154	150	𝜌𝑘	𝜌𝑘	NOUN
easat-2661	154	151	=	=	PUNCT
easat-2661	154	152	𝛾𝑘	𝛾𝑘	PART
easat-2661	154	153	𝛾0	𝛾0	PROPN
easat-2661	154	154	the	the	DET
easat-2661	154	155	general	general	ADJ
easat-2661	154	156	properties	property	NOUN
easat-2661	154	157	now	now	ADV
easat-2661	154	158	become	become	VERB
easat-2661	154	159	:	:	PUNCT
easat-2661	154	160	𝛾0	𝛾0	PROPN
easat-2661	154	161	=	=	SYM
easat-2661	154	162	𝑉𝑎𝑟(𝑌𝑡	𝑉𝑎𝑟(𝑌𝑡	PROPN
easat-2661	154	163	)	)	PUNCT
easat-2661	155	1	𝜌0	𝜌0	NOUN
easat-2661	155	2	=	=	SYM
easat-2661	155	3	1	1	NUM
easat-2661	155	4	𝛾𝑘	𝛾𝑘	NOUN
easat-2661	155	5	=	=	PUNCT
easat-2661	155	6	𝛾−𝑘	𝛾−𝑘	NOUN
easat-2661	155	7	𝜌𝑘	𝜌𝑘	NOUN
easat-2661	156	1	=	=	SYM
easat-2661	156	2	𝜌−𝑘	𝜌−𝑘	NOUN
easat-2661	156	3	|𝛾𝑘|	|𝛾𝑘|	PROPN
easat-2661	156	4	≤	≤	NUM
easat-2661	156	5	𝛾0	𝛾0	PROPN
easat-2661	156	6	|𝜌𝑘|	|𝜌𝑘|	PROPN
easat-2661	156	7	≤	≤	NUM
easat-2661	156	8	1	1	NUM
easat-2661	156	9	}	}	PUNCT
easat-2661	156	10	if	if	SCONJ
easat-2661	156	11	a	a	DET
easat-2661	156	12	phenomenon	phenomenon	NOUN
easat-2661	156	13	is	be	AUX
easat-2661	156	14	entirely	entirely	ADV
easat-2661	156	15	stable	stable	ADJ
easat-2661	156	16	and	and	CCONJ
easat-2661	156	17	possesses	possess	VERB
easat-2661	156	18	finite	finite	PROPN
easat-2661	156	19	variance	variance	PROPN
easat-2661	156	20	,	,	PUNCT
easat-2661	156	21	the	the	DET
easat-2661	156	22	covariance	covariance	NOUN
easat-2661	156	23	function	function	NOUN
easat-2661	156	24	is	be	AUX
easat-2661	156	25	solely	solely	ADV
easat-2661	156	26	influenced	influence	VERB
easat-2661	156	27	by	by	ADP
easat-2661	156	28	the	the	DET
easat-2661	156	29	time	time	NOUN
easat-2661	156	30	lag	lag	NOUN
easat-2661	156	31	[	[	X
easat-2661	156	32	27	27	NUM
easat-2661	156	33	]	]	PUNCT
easat-2661	156	34	.	.	PUNCT
easat-2661	157	1	2.5	2.5	NUM
easat-2661	157	2	.	.	PUNCT
easat-2661	158	1	autoregressive	autoregressive	ADJ
easat-2661	158	2	models	model	NOUN
easat-2661	158	3	the	the	DET
easat-2661	158	4	autoregressive	autoregressive	ADJ
easat-2661	158	5	model	model	NOUN
easat-2661	158	6	is	be	AUX
easat-2661	158	7	a	a	DET
easat-2661	158	8	stochastic	stochastic	ADJ
easat-2661	158	9	model	model	NOUN
easat-2661	158	10	that	that	PRON
easat-2661	158	11	may	may	AUX
easat-2661	158	12	be	be	AUX
easat-2661	158	13	particularly	particularly	ADV
easat-2661	158	14	effective	effective	ADJ
easat-2661	158	15	in	in	ADP
easat-2661	158	16	representing	represent	VERB
easat-2661	158	17	certain	certain	ADJ
easat-2661	158	18	realistically	realistically	ADV
easat-2661	158	19	occurring	occur	VERB
easat-2661	158	20	time	time	NOUN
easat-2661	158	21	series	series	NOUN
easat-2661	158	22	.	.	PUNCT
easat-2661	159	1	in	in	ADP
easat-2661	159	2	this	this	DET
easat-2661	159	3	research	research	NOUN
easat-2661	159	4	,	,	PUNCT
easat-2661	159	5	the	the	DET
easat-2661	159	6	process	process	NOUN
easat-2661	159	7	'	'	PART
easat-2661	159	8	present	present	ADJ
easat-2661	159	9	value	value	NOUN
easat-2661	159	10	is	be	AUX
easat-2661	159	11	represented	represent	VERB
easat-2661	159	12	as	as	ADP
easat-2661	159	13	a	a	DET
easat-2661	159	14	finite	finite	NOUN
easat-2661	159	15	,	,	PUNCT
easat-2661	159	16	linear	linear	ADJ
easat-2661	159	17	aggregate	aggregate	NOUN
easat-2661	159	18	of	of	ADP
easat-2661	159	19	its	its	PRON
easat-2661	159	20	past	past	ADJ
easat-2661	159	21	values	value	NOUN
easat-2661	159	22	together	together	ADV
easat-2661	159	23	with	with	ADP
easat-2661	159	24	a	a	DET
easat-2661	159	25	random	random	ADJ
easat-2661	159	26	shock	shock	NOUN
easat-2661	159	27	,	,	PUNCT
easat-2661	159	28	a_(t	a_(t	PRON
easat-2661	159	29	.	.	PUNCT
easat-2661	159	30	)	)	PUNCT
easat-2661	160	1	proceeding	proceed	VERB
easat-2661	160	2	to	to	PART
easat-2661	160	3	use	use	VERB
easat-2661	160	4	an	an	DET
easat-2661	160	5	evenly	evenly	ADV
easat-2661	160	6	spaced	space	VERB
easat-2661	160	7	period	period	NOUN
easat-2661	160	8	to	to	PART
easat-2661	160	9	indicate	indicate	VERB
easat-2661	160	10	the	the	DET
easat-2661	160	11	worth	worth	NOUN
easat-2661	160	12	of	of	ADP
easat-2661	160	13	a	a	DET
easat-2661	160	14	procedure	procedure	NOUN
easat-2661	160	15	𝑡	𝑡	NOUN
easat-2661	160	16	,	,	PUNCT
easat-2661	160	17	𝑡−1	𝑡−1	PROPN
easat-2661	160	18	,	,	PUNCT
easat-2661	160	19	𝑡−2	𝑡−2	PROPN
easat-2661	160	20	…	…	PUNCT
easat-2661	160	21	…	…	PUNCT
easat-2661	160	22	,	,	PUNCT
easat-2661	160	23	by	by	ADP
easat-2661	160	24	𝑍𝑡	𝑍𝑡	PROPN
easat-2661	160	25	,	,	PUNCT
easat-2661	160	26	𝑍𝑡−1	𝑍𝑡−1	PROPN
easat-2661	160	27	,	,	PUNCT
easat-2661	160	28	𝑍𝑡−2	𝑍𝑡−2	NOUN
easat-2661	160	29	,	,	PUNCT
easat-2661	160	30	…	…	PUNCT
easat-2661	160	31	..	..	PUNCT
easat-2661	160	32	additionally	additionally	ADV
easat-2661	160	33	let	let	VERB
easat-2661	160	34	a	a	DET
easat-2661	160	35	𝑍	𝑍	PROPN
easat-2661	160	36	�	�	NOUN
easat-2661	160	37	̃	̃	NOUN
easat-2661	160	38	�	�	NOUN
easat-2661	160	39	=	=	PUNCT
easat-2661	161	1	𝑍𝑡	𝑍𝑡	ADP
easat-2661	161	2	−	−	PROPN
easat-2661	161	3	𝜇	𝜇	AUX
easat-2661	161	4	be	be	VERB
easat-2661	161	5	the	the	DET
easat-2661	161	6	series	series	NOUN
easat-2661	161	7	of	of	ADP
easat-2661	161	8	deviations	deviation	NOUN
easat-2661	161	9	from	from	ADP
easat-2661	161	10	μ	μ	PROPN
easat-2661	161	11	.	.	PUNCT
easat-2661	162	1	then	then	ADV
easat-2661	162	2	a	a	DET
easat-2661	162	3	𝑍	𝑍	PROPN
easat-2661	162	4	�	�	NOUN
easat-2661	162	5	̃	̃	NOUN
easat-2661	162	6	�	�	NOUN
easat-2661	162	7	=	=	PUNCT
easat-2661	162	8	∅1	∅1	PROPN
easat-2661	162	9	�	�	PROPN
easat-2661	162	10	̃	̃	PROPN
easat-2661	162	11	�	�	PROPN
easat-2661	162	12	𝑡−1	𝑡−1	PROPN
easat-2661	162	13	+	+	CCONJ
easat-2661	162	14	∅2	∅2	PROPN
easat-2661	162	15	�	�	NOUN
easat-2661	162	16	̃	̃	NOUN
easat-2661	162	17	�	�	NOUN
easat-2661	162	18	𝑡−2	𝑡−2	PROPN
easat-2661	162	19	+	+	PROPN
easat-2661	162	20	⋯	⋯	PROPN
easat-2661	162	21	+	+	CCONJ
easat-2661	162	22	∅𝑝	∅𝑝	NUM
easat-2661	162	23	�	�	PROPN
easat-2661	162	24	̃	̃	PROPN
easat-2661	162	25	�	�	NOUN
easat-2661	162	26	𝑡−𝑝	𝑡−𝑝	NOUN
easat-2661	162	27	+	+	X
easat-2661	162	28	𝑎𝑡	𝑎𝑡	X
easat-2661	162	29	(	(	PUNCT
easat-2661	162	30	3	3	NUM
easat-2661	162	31	)	)	PUNCT
easat-2661	162	32	is	be	AUX
easat-2661	162	33	called	call	VERB
easat-2661	162	34	an	an	DET
easat-2661	162	35	autoregressive	autoregressive	ADJ
easat-2661	162	36	(	(	PUNCT
easat-2661	162	37	ar	ar	NOUN
easat-2661	162	38	)	)	PUNCT
easat-2661	162	39	process	process	NOUN
easat-2661	162	40	of	of	ADP
easat-2661	162	41	order	order	NOUN
easat-2661	162	42	p	p	X
easat-2661	162	43	,	,	PUNCT
easat-2661	162	44	it	it	PRON
easat-2661	162	45	is	be	AUX
easat-2661	162	46	a	a	DET
easat-2661	162	47	linear	linear	ADJ
easat-2661	162	48	model	model	NOUN
easat-2661	162	49	3106	3106	NUM
easat-2661	162	50	edelweiss	edelweiss	PROPN
easat-2661	162	51	applied	apply	VERB
easat-2661	162	52	science	science	NOUN
easat-2661	162	53	and	and	CCONJ
easat-2661	162	54	technology	technology	NOUN
easat-2661	162	55	issn	issn	PROPN
easat-2661	162	56	:	:	PUNCT
easat-2661	162	57	2576	2576	NUM
easat-2661	162	58	-	-	SYM
easat-2661	162	59	8484	8484	NUM
easat-2661	162	60	vol	vol	NOUN
easat-2661	162	61	.	.	PROPN
easat-2661	162	62	8	8	NUM
easat-2661	162	63	,	,	PUNCT
easat-2661	162	64	no	no	INTJ
easat-2661	162	65	.	.	NOUN
easat-2661	163	1	6	6	NUM
easat-2661	163	2	:	:	SYM
easat-2661	163	3	3100	3100	NUM
easat-2661	163	4	-	-	SYM
easat-2661	163	5	3128	3128	NUM
easat-2661	163	6	,	,	PUNCT
easat-2661	163	7	2024	2024	NUM
easat-2661	163	8	doi	doi	NOUN
easat-2661	163	9	:	:	PUNCT
easat-2661	163	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	163	11	©	©	PROPN
easat-2661	163	12	2024	2024	NUM
easat-2661	163	13	by	by	ADP
easat-2661	163	14	the	the	DET
easat-2661	163	15	authors	author	NOUN
easat-2661	163	16	;	;	PUNCT
easat-2661	163	17	licensee	licensee	PROPN
easat-2661	163	18	learning	learning	PROPN
easat-2661	163	19	gate	gate	PROPN
easat-2661	163	20	�	�	PROPN
easat-2661	163	21	̃	̃	PROPN
easat-2661	163	22	�	�	PROPN
easat-2661	163	23	=	=	PUNCT
easat-2661	163	24	∅1	∅1	PROPN
easat-2661	163	25	�	�	PROPN
easat-2661	163	26	̃	̃	PROPN
easat-2661	163	27	�	�	NOUN
easat-2661	163	28	1	1	NUM
easat-2661	163	29	+	+	SYM
easat-2661	163	30	∅2	∅2	PROPN
easat-2661	163	31	�	�	NOUN
easat-2661	163	32	̃	̃	NOUN
easat-2661	163	33	�	�	NOUN
easat-2661	163	34	2	2	NUM
easat-2661	163	35	+	+	CCONJ
easat-2661	163	36	⋯	⋯	NOUN
easat-2661	163	37	∅𝑝	∅𝑝	NOUN
easat-2661	163	38	�	�	PROPN
easat-2661	163	39	̃	̃	NOUN
easat-2661	163	40	�	�	PROPN
easat-2661	163	41	𝑝	𝑝	NOUN
easat-2661	163	42	+	+	NUM
easat-2661	164	1	𝑎	𝑎	NOUN
easat-2661	164	2	relates	relate	NOUN
easat-2661	164	3	to	to	ADP
easat-2661	164	4	a	a	DET
easat-2661	164	5	“	"	PUNCT
easat-2661	164	6	dependent	dependent	ADJ
easat-2661	164	7	”	"	PUNCT
easat-2661	164	8	variable	variable	NOUN
easat-2661	164	9	z	z	NOUN
easat-2661	164	10	and	and	CCONJ
easat-2661	164	11	a	a	DET
easat-2661	164	12	set	set	NOUN
easat-2661	164	13	of	of	ADP
easat-2661	164	14	“	"	PUNCT
easat-2661	164	15	independent	independent	ADJ
easat-2661	164	16	”	"	PUNCT
easat-2661	164	17	variables	variable	NOUN
easat-2661	164	18	𝑥1,𝑥2	𝑥1,𝑥2	PROPN
easat-2661	164	19	,	,	PUNCT
easat-2661	164	20	…	…	PUNCT
easat-2661	164	21	,	,	PUNCT
easat-2661	164	22	𝑥𝑝	𝑥𝑝	NOUN
easat-2661	164	23	,	,	PUNCT
easat-2661	164	24	.	.	PUNCT
easat-2661	165	1	as	as	SCONJ
easat-2661	165	2	stated	state	VERB
easat-2661	165	3	in	in	ADP
easat-2661	165	4	equation	equation	NOUN
easat-2661	165	5	(	(	PUNCT
easat-2661	165	6	3	3	NUM
easat-2661	165	7	)	)	PUNCT
easat-2661	165	8	,	,	PUNCT
easat-2661	165	9	the	the	DET
easat-2661	165	10	variable	variable	NOUN
easat-2661	165	11	z	z	PROPN
easat-2661	165	12	is	be	AUX
easat-2661	165	13	regressed	regress	VERB
easat-2661	165	14	on	on	ADP
easat-2661	165	15	prior	prior	ADJ
easat-2661	165	16	iterations	iteration	NOUN
easat-2661	165	17	to	to	ADP
easat-2661	165	18	its	its	PRON
easat-2661	165	19	own	own	ADJ
easat-2661	165	20	value	value	NOUN
easat-2661	165	21	,	,	PUNCT
easat-2661	165	22	indicating	indicate	VERB
easat-2661	165	23	that	that	SCONJ
easat-2661	165	24	the	the	DET
easat-2661	165	25	model	model	NOUN
easat-2661	165	26	is	be	AUX
easat-2661	165	27	autoregressive	autoregressive	ADJ
easat-2661	165	28	.	.	PUNCT
easat-2661	166	1	we	we	PRON
easat-2661	166	2	can	can	AUX
easat-2661	166	3	define	define	VERB
easat-2661	166	4	an	an	DET
easat-2661	166	5	autoregressive	autoregressive	ADJ
easat-2661	166	6	operator	operator	NOUN
easat-2661	166	7	of	of	ADP
easat-2661	166	8	order	order	NOUN
easat-2661	166	9	p	p	NOUN
easat-2661	166	10	in	in	ADP
easat-2661	166	11	terms	term	NOUN
easat-2661	166	12	of	of	ADP
easat-2661	166	13	the	the	DET
easat-2661	166	14	backward	backward	ADJ
easat-2661	166	15	shift	shift	NOUN
easat-2661	166	16	operator	operator	NOUN
easat-2661	166	17	b	b	NOUN
easat-2661	166	18	by	by	ADP
easat-2661	166	19	∅(𝐵	∅(𝐵	ADJ
easat-2661	166	20	)	)	PUNCT
easat-2661	166	21	=	=	SYM
easat-2661	167	1	1	1	NUM
easat-2661	167	2	−	−	NOUN
easat-2661	167	3	∅1𝐵	∅1𝐵	ADJ
easat-2661	167	4	−	−	PROPN
easat-2661	167	5	∅2𝐵2	∅2𝐵2	NOUN
easat-2661	167	6	−	−	PROPN
easat-2661	167	7	⋯	⋯	NOUN
easat-2661	167	8	−	−	NOUN
easat-2661	167	9	∅𝑝𝐵𝑝	∅𝑝𝐵𝑝	VERB
easat-2661	167	10	the	the	DET
easat-2661	167	11	autoregressive	autoregressive	ADJ
easat-2661	167	12	model	model	NOUN
easat-2661	167	13	(	(	PUNCT
easat-2661	167	14	3	3	NUM
easat-2661	167	15	)	)	PUNCT
easat-2661	167	16	maybe	maybe	ADV
easat-2661	167	17	written	write	VERB
easat-2661	167	18	economically	economically	ADV
easat-2661	167	19	as	as	SCONJ
easat-2661	167	20	∅(𝐵)	∅(𝐵)	NOUN
easat-2661	167	21	�	�	NOUN
easat-2661	167	22	̃	̃	NOUN
easat-2661	167	23	�	�	NOUN
easat-2661	167	24	𝑡	𝑡	NOUN
easat-2661	167	25	=	=	NOUN
easat-2661	167	26	𝑎𝑡	𝑎𝑡	ADP
easat-2661	167	27	a	a	DET
easat-2661	167	28	stationary	stationary	ADJ
easat-2661	167	29	or	or	CCONJ
easat-2661	167	30	nonstationary	nonstationary	ADJ
easat-2661	167	31	autoregressive	autoregressive	ADJ
easat-2661	167	32	process	process	NOUN
easat-2661	167	33	can	can	AUX
easat-2661	167	34	exist	exist	VERB
easat-2661	167	35	.	.	PUNCT
easat-2661	168	1	the	the	DET
easat-2661	168	2	∅	∅	NOUN
easat-2661	168	3	's	's	PART
easat-2661	168	4	weights	weight	NOUN
easat-2661	168	5	must	must	AUX
easat-2661	168	6	be	be	AUX
easat-2661	168	7	such	such	ADJ
easat-2661	168	8	𝜓1	𝜓1	NOUN
easat-2661	168	9	.	.	PUNCT
easat-2661	169	1	𝜓2	𝜓2	NOUN
easat-2661	169	2	,	,	PUNCT
easat-2661	169	3	…	…	PUNCT
easat-2661	169	4	.	.	X
easat-2661	169	5	are	be	AUX
easat-2661	169	6	such	such	ADJ
easat-2661	169	7	that	that	SCONJ
easat-2661	169	8	the	the	DET
easat-2661	169	9	process	process	NOUN
easat-2661	169	10	is	be	AUX
easat-2661	169	11	stationary	stationary	ADJ
easat-2661	169	12	.	.	PUNCT
easat-2661	170	1	a	a	DET
easat-2661	170	2	convergent	convergent	NOUN
easat-2661	170	3	series	series	NOUN
easat-2661	170	4	is	be	AUX
easat-2661	170	5	formed	form	VERB
easat-2661	170	6	by	by	ADP
easat-2661	170	7	𝜓(𝐵	𝜓(𝐵	NOUN
easat-2661	170	8	)	)	PUNCT
easat-2661	170	9	=	=	SYM
easat-2661	170	10	𝜙−1(𝐵	𝜙−1(𝐵	NUM
easat-2661	170	11	)	)	PUNCT
easat-2661	170	12	.	.	PUNCT
easat-2661	171	1	the	the	DET
easat-2661	171	2	autoregressive	autoregressive	ADJ
easat-2661	171	3	operator	operator	NOUN
easat-2661	171	4	a	a	DET
easat-2661	171	5	𝜙(𝐵	𝜙(𝐵	NOUN
easat-2661	171	6	)	)	PUNCT
easat-2661	171	7	=	=	SYM
easat-2661	171	8	1	1	NUM
easat-2661	171	9	−	−	NOUN
easat-2661	171	10	∅1𝐵	∅1𝐵	ADJ
easat-2661	171	11	−	−	PROPN
easat-2661	171	12	∅2𝐵2	∅2𝐵2	NOUN
easat-2661	171	13	−	−	NOUN
easat-2661	171	14	⋯	⋯	NOUN
easat-2661	171	15	−	−	NOUN
easat-2661	171	16	∅𝑝𝐵𝑝	∅𝑝𝐵𝑝	NOUN
easat-2661	171	17	,	,	PUNCT
easat-2661	171	18	when	when	SCONJ
easat-2661	171	19	viewed	view	VERB
easat-2661	171	20	as	as	ADP
easat-2661	171	21	a	a	DET
easat-2661	171	22	polynomial	polynomial	NOUN
easat-2661	171	23	in	in	ADP
easat-2661	171	24	b	b	PROPN
easat-2661	171	25	of	of	ADP
easat-2661	171	26	degree	degree	NOUN
easat-2661	171	27	of	of	ADP
easat-2661	171	28	p	p	NOUN
easat-2661	171	29	,	,	PUNCT
easat-2661	171	30	must	must	AUX
easat-2661	171	31	have	have	VERB
easat-2661	171	32	all	all	DET
easat-2661	171	33	roots	root	NOUN
easat-2661	171	34	of	of	ADP
easat-2661	171	35	∅(𝐵	∅(𝐵	NOUN
easat-2661	171	36	)	)	PUNCT
easat-2661	171	37	=	=	SYM
easat-2661	171	38	0	0	PUNCT
easat-2661	171	39	greater	great	ADJ
easat-2661	171	40	than	than	ADP
easat-2661	171	41	1	1	NUM
easat-2661	171	42	in	in	ADP
easat-2661	171	43	absolute	absolute	ADJ
easat-2661	171	44	value	value	NOUN
easat-2661	171	45	;	;	PUNCT
easat-2661	171	46	that	that	PRON
easat-2661	171	47	is	is	ADV
easat-2661	171	48	,	,	PUNCT
easat-2661	171	49	all	all	DET
easat-2661	171	50	roots	root	NOUN
easat-2661	171	51	must	must	AUX
easat-2661	171	52	lie	lie	VERB
easat-2661	171	53	outside	outside	ADP
easat-2661	171	54	the	the	DET
easat-2661	171	55	unit	unit	NOUN
easat-2661	171	56	circle	circle	NOUN
easat-2661	171	57	.	.	PUNCT
easat-2661	172	1	for	for	ADP
easat-2661	172	2	the	the	DET
easat-2661	172	3	first	first	ADJ
easat-2661	172	4	-	-	PUNCT
easat-2661	172	5	order	order	NOUN
easat-2661	172	6	ar	ar	NOUN
easat-2661	172	7	process	process	NOUN
easat-2661	172	8	a	a	DET
easat-2661	172	9	�	�	PROPN
easat-2661	172	10	̃	̃	NOUN
easat-2661	172	11	�	�	NOUN
easat-2661	172	12	𝑡	𝑡	VERB
easat-2661	172	13	=	=	NUM
easat-2661	172	14	∅1	∅1	PROPN
easat-2661	172	15	�	�	PROPN
easat-2661	172	16	̃	̃	PROPN
easat-2661	172	17	�	�	PROPN
easat-2661	172	18	𝑡−1	𝑡−1	PROPN
easat-2661	172	19	+	+	X
easat-2661	172	20	𝑎𝑡	𝑎𝑡	PROPN
easat-2661	172	21	,	,	PUNCT
easat-2661	172	22	this	this	DET
easat-2661	172	23	condition	condition	NOUN
easat-2661	172	24	is	be	AUX
easat-2661	172	25	reduced	reduce	VERB
easat-2661	172	26	to	to	ADP
easat-2661	172	27	the	the	DET
easat-2661	172	28	requirement	requirement	NOUN
easat-2661	172	29	|ϕ|	|ϕ|	PROPN
easat-2661	172	30	<	<	X
easat-2661	172	31	1	1	NUM
easat-2661	172	32	,	,	PUNCT
easat-2661	172	33	as	as	SCONJ
easat-2661	172	34	stated	state	VERB
easat-2661	172	35	by	by	ADP
easat-2661	172	36	the	the	DET
easat-2661	172	37	preceding	precede	VERB
easat-2661	172	38	argument	argument	NOUN
easat-2661	172	39	.	.	PUNCT
easat-2661	173	1	2.6	2.6	NUM
easat-2661	173	2	.	.	PUNCT
easat-2661	173	3	moving	move	VERB
easat-2661	173	4	average	average	ADJ
easat-2661	173	5	(	(	PUNCT
easat-2661	173	6	ma	ma	PROPN
easat-2661	173	7	)	)	PUNCT
easat-2661	173	8	models	model	VERB
easat-2661	173	9	the	the	DET
easat-2661	173	10	autoregressive	autoregressive	ADJ
easat-2661	173	11	model	model	NOUN
easat-2661	173	12	in	in	ADP
easat-2661	173	13	equation	equation	NOUN
easat-2661	173	14	(	(	PUNCT
easat-2661	173	15	3	3	X
easat-2661	173	16	)	)	PUNCT
easat-2661	173	17	describes	describe	VERB
easat-2661	173	18	the	the	DET
easat-2661	173	19	process	process	NOUN
easat-2661	173	20	’s	’s	PART
easat-2661	173	21	deviation	deviation	NOUN
easat-2661	173	22	�	�	PROPN
easat-2661	173	23	̃	̃	NOUN
easat-2661	173	24	�	�	NOUN
easat-2661	173	25	𝑡	𝑡	NOUN
easat-2661	173	26	as	as	ADP
easat-2661	173	27	a	a	DET
easat-2661	173	28	fixed	fix	VERB
easat-2661	173	29	weighted	weighted	ADJ
easat-2661	173	30	total	total	NOUN
easat-2661	173	31	of	of	ADP
easat-2661	173	32	p	p	PROPN
easat-2661	173	33	prior	prior	ADJ
easat-2661	173	34	deviations	deviation	NOUN
easat-2661	173	35	�	�	PROPN
easat-2661	173	36	̃	̃	PROPN
easat-2661	173	37	�	�	PROPN
easat-2661	173	38	𝑡+1,	𝑡+1,	PROPN
easat-2661	173	39	�	�	PROPN
easat-2661	173	40	̃	̃	PROPN
easat-2661	173	41	�	�	PROPN
easat-2661	173	42	𝑡−2	𝑡−2	PROPN
easat-2661	173	43	,	,	PUNCT
easat-2661	173	44	…	…	PUNCT
easat-2661	173	45	…	…	PUNCT
easat-2661	173	46	,	,	PUNCT
easat-2661	173	47	�	�	PROPN
easat-2661	173	48	̃	̃	PROPN
easat-2661	173	49	�	�	NOUN
easat-2661	173	50	𝑡−𝑝	𝑡−𝑝	NOUN
easat-2661	173	51	,	,	PUNCT
easat-2661	173	52	in	in	ADP
easat-2661	173	53	addition	addition	NOUN
easat-2661	173	54	to	to	ADP
easat-2661	173	55	a	a	DET
easat-2661	173	56	random	random	ADJ
easat-2661	173	57	shock	shock	NOUN
easat-2661	173	58	𝑎𝑡.	𝑎𝑡.	VERB
easat-2661	173	59	it	it	PRON
easat-2661	173	60	can	can	AUX
easat-2661	173	61	be	be	AUX
easat-2661	173	62	observed	observe	VERB
easat-2661	173	63	that	that	SCONJ
easat-2661	173	64	�	�	PROPN
easat-2661	173	65	̃	̃	PROPN
easat-2661	173	66	�	�	NOUN
easat-2661	173	67	𝑡	𝑡	NOUN
easat-2661	173	68	is	be	AUX
easat-2661	173	69	expressed	express	VERB
easat-2661	173	70	as	as	ADP
easat-2661	173	71	an	an	DET
easat-2661	173	72	infinite	infinite	ADJ
easat-2661	173	73	weighted	weight	VERB
easat-2661	173	74	sum	sum	NOUN
easat-2661	173	75	of	of	ADP
easat-2661	173	76	the	the	DET
easat-2661	173	77	a	a	DET
easat-2661	173	78	’s	’s	NOUN
easat-2661	173	79	.	.	PUNCT
easat-2661	174	1	the	the	DET
easat-2661	174	2	finite	finite	ADJ
easat-2661	174	3	moving	move	VERB
easat-2661	174	4	average	average	ADJ
easat-2661	174	5	process	process	NOUN
easat-2661	174	6	is	be	AUX
easat-2661	174	7	another	another	DET
easat-2661	174	8	important	important	ADJ
easat-2661	174	9	paradigm	paradigm	NOUN
easat-2661	174	10	in	in	ADP
easat-2661	174	11	the	the	DET
easat-2661	174	12	representation	representation	NOUN
easat-2661	174	13	of	of	ADP
easat-2661	174	14	observed	observed	ADJ
easat-2661	174	15	time	time	NOUN
easat-2661	174	16	series	series	NOUN
easat-2661	174	17	.	.	PUNCT
easat-2661	175	1	in	in	ADP
easat-2661	175	2	the	the	DET
easat-2661	175	3	case	case	NOUN
easat-2661	175	4	we	we	PRON
easat-2661	175	5	take	take	VERB
easat-2661	175	6	a	a	DET
easat-2661	175	7	�	�	PROPN
easat-2661	175	8	̃	̃	PROPN
easat-2661	175	9	�	�	NOUN
easat-2661	175	10	𝑡	𝑡	NOUN
easat-2661	175	11	,	,	PUNCT
easat-2661	175	12	which	which	PRON
easat-2661	175	13	linearly	linearly	ADV
easat-2661	175	14	dependent	dependent	ADJ
easat-2661	175	15	on	on	ADP
easat-2661	175	16	a	a	DET
easat-2661	175	17	finite	finite	ADJ
easat-2661	175	18	number	number	NOUN
easat-2661	175	19	q	q	NOUN
easat-2661	175	20	of	of	ADP
easat-2661	175	21	proceeding	proceed	VERB
easat-2661	175	22	a	a	DET
easat-2661	175	23	’s	’s	NOUN
easat-2661	175	24	.	.	PUNCT
easat-2661	176	1	hence	hence	ADV
easat-2661	176	2	,	,	PUNCT
easat-2661	176	3	�	�	PROPN
easat-2661	176	4	̃	̃	NOUN
easat-2661	176	5	�	�	NOUN
easat-2661	176	6	𝑡	𝑡	NOUN
easat-2661	176	7	=	=	NOUN
easat-2661	176	8	𝑎𝑡	𝑎𝑡	ADP
easat-2661	176	9	−	−	NOUN
easat-2661	176	10	𝜃1𝑎𝑡−1	𝜃1𝑎𝑡−1	NUM
easat-2661	176	11	−	−	NUM
easat-2661	176	12	𝜃2𝑎𝑡−2	𝜃2𝑎𝑡−2	X
easat-2661	176	13	−	−	PROPN
easat-2661	176	14	⋯	⋯	PROPN
easat-2661	176	15	−	−	PROPN
easat-2661	176	16	𝜃𝑞𝑎𝑡−𝑞	𝜃𝑞𝑎𝑡−𝑞	PUNCT
easat-2661	176	17	(	(	PUNCT
easat-2661	176	18	4	4	NUM
easat-2661	176	19	)	)	PUNCT
easat-2661	176	20	is	be	AUX
easat-2661	176	21	referred	refer	VERB
easat-2661	176	22	to	to	ADP
easat-2661	176	23	as	as	ADP
easat-2661	176	24	a	a	DET
easat-2661	176	25	moving	move	VERB
easat-2661	176	26	average	average	ADJ
easat-2661	176	27	(	(	PUNCT
easat-2661	176	28	ma	ma	PROPN
easat-2661	176	29	)	)	PUNCT
easat-2661	176	30	process	process	NOUN
easat-2661	176	31	of	of	ADP
easat-2661	176	32	order	order	NOUN
easat-2661	176	33	q.	q.	NOUN
easat-2661	176	34	a	a	DET
easat-2661	176	35	moving	move	VERB
easat-2661	176	36	average	average	ADJ
easat-2661	176	37	operator	operator	NOUN
easat-2661	176	38	of	of	ADP
easat-2661	176	39	order	order	NOUN
easat-2661	176	40	q	q	NOUN
easat-2661	176	41	may	may	AUX
easat-2661	176	42	thus	thus	ADV
easat-2661	176	43	be	be	AUX
easat-2661	176	44	termed	term	VERB
easat-2661	176	45	,	,	PUNCT
easat-2661	176	46	namely	namely	ADV
easat-2661	176	47	:	:	PUNCT
easat-2661	176	48	𝜃(𝐵	𝜃(𝐵	NUM
easat-2661	176	49	)	)	PUNCT
easat-2661	177	1	=	=	SYM
easat-2661	177	2	1	1	NUM
easat-2661	177	3	−	−	NOUN
easat-2661	177	4	𝜃1𝐵	𝜃1𝐵	X
easat-2661	177	5	−	−	PROPN
easat-2661	177	6	𝜃1𝐵2	𝜃1𝐵2	PROPN
easat-2661	177	7	−	−	PROPN
easat-2661	177	8	⋯	⋯	NOUN
easat-2661	177	9	−	−	PROPN
easat-2661	177	10	𝜃𝑞𝐵𝑞	𝜃𝑞𝐵𝑞	VERB
easat-2661	177	11	the	the	DET
easat-2661	177	12	moving	move	VERB
easat-2661	177	13	average	average	ADJ
easat-2661	177	14	model	model	NOUN
easat-2661	177	15	could	could	AUX
easat-2661	177	16	be	be	AUX
easat-2661	177	17	expressed	express	VERB
easat-2661	177	18	as	as	ADP
easat-2661	177	19	:	:	PUNCT
easat-2661	177	20	�	�	PROPN
easat-2661	177	21	̃	̃	NOUN
easat-2661	177	22	�	�	PROPN
easat-2661	177	23	𝑡	𝑡	NOUN
easat-2661	177	24	=	=	NOUN
easat-2661	177	25	𝜃(𝐵)𝑎𝑡	𝜃(𝐵)𝑎𝑡	PROPN
easat-2661	177	26	which	which	PRON
easat-2661	177	27	comprises	comprise	VERB
easat-2661	177	28	q+2	q+2	PRON
easat-2661	177	29	unidentified	unidentified	ADJ
easat-2661	177	30	variables	variable	NOUN
easat-2661	177	31	𝜇	𝜇	ADP
easat-2661	177	32	,	,	PUNCT
easat-2661	177	33	∅1,	∅1,	NOUN
easat-2661	177	34	…	…	X
easat-2661	177	35	,∅𝑝,𝜃1,	,∅𝑝,𝜃1,	X
easat-2661	177	36	…	…	PUNCT
easat-2661	177	37	,𝑎	,𝑎	ADJ
easat-2661	177	38	,	,	PUNCT
easat-2661	177	39	𝜃𝑞,𝑎	𝜃𝑞,𝑎	X
easat-2661	177	40	,	,	PUNCT
easat-2661	177	41	𝜎𝑎	𝜎𝑎	NOUN
easat-2661	177	42	,	,	PUNCT
easat-2661	177	43	2	2	NUM
easat-2661	177	44	,	,	PUNCT
easat-2661	177	45	which	which	PRON
easat-2661	177	46	must	must	AUX
easat-2661	177	47	be	be	AUX
easat-2661	177	48	determined	determine	VERB
easat-2661	177	49	from	from	ADP
easat-2661	177	50	the	the	DET
easat-2661	177	51	data	datum	NOUN
easat-2661	177	52	in	in	ADP
easat-2661	177	53	practice	practice	NOUN
easat-2661	177	54	.	.	PUNCT
easat-2661	178	1	2.7	2.7	X
easat-2661	178	2	.	.	X
easat-2661	178	3	differencing	difference	VERB
easat-2661	178	4	“	"	PUNCT
easat-2661	178	5	i	i	NOUN
easat-2661	178	6	”	"	PUNCT
easat-2661	178	7	in	in	ADP
easat-2661	178	8	arima	arima	PROPN
easat-2661	178	9	the	the	DET
easat-2661	178	10	arima	arima	PROPN
easat-2661	178	11	and	and	CCONJ
easat-2661	178	12	sarima	sarima	NOUN
easat-2661	178	13	model	model	NOUN
easat-2661	178	14	includes	include	VERB
easat-2661	178	15	the	the	DET
easat-2661	178	16	order	order	NOUN
easat-2661	178	17	of	of	ADP
easat-2661	178	18	differencing	differencing	NOUN
easat-2661	178	19	,	,	PUNCT
easat-2661	178	20	shown	show	VERB
easat-2661	178	21	by	by	ADP
easat-2661	178	22	the	the	DET
easat-2661	178	23	symbol	symbol	NOUN
easat-2661	178	24	‘	'	PUNCT
easat-2661	178	25	d	d	NOUN
easat-2661	178	26	’	'	PUNCT
easat-2661	178	27	.	.	PUNCT
easat-2661	179	1	it	it	PRON
easat-2661	179	2	describes	describe	VERB
easat-2661	179	3	how	how	SCONJ
easat-2661	179	4	frequently	frequently	ADV
easat-2661	179	5	the	the	DET
easat-2661	179	6	unprocessed	unprocessed	ADJ
easat-2661	179	7	observations	observation	NOUN
easat-2661	179	8	in	in	ADP
easat-2661	179	9	a	a	DET
easat-2661	179	10	time	time	NOUN
easat-2661	179	11	series	series	NOUN
easat-2661	179	12	diverge	diverge	NOUN
easat-2661	179	13	.	.	PUNCT
easat-2661	180	1	making	make	VERB
easat-2661	180	2	the	the	DET
easat-2661	180	3	time	time	NOUN
easat-2661	180	4	series	series	NOUN
easat-2661	180	5	stable	stable	ADJ
easat-2661	180	6	,	,	PUNCT
easat-2661	180	7	or	or	CCONJ
easat-2661	180	8	ensuring	ensure	VERB
easat-2661	180	9	that	that	SCONJ
easat-2661	180	10	its	its	PRON
easat-2661	180	11	statistical	statistical	ADJ
easat-2661	180	12	characteristics	characteristic	NOUN
easat-2661	180	13	,	,	PUNCT
easat-2661	180	14	such	such	ADJ
easat-2661	180	15	as	as	ADP
easat-2661	180	16	variance	variance	NOUN
easat-2661	180	17	and	and	CCONJ
easat-2661	180	18	mean	mean	VERB
easat-2661	180	19	,	,	PUNCT
easat-2661	180	20	remain	remain	VERB
easat-2661	180	21	constant	constant	ADJ
easat-2661	180	22	across	across	ADP
easat-2661	180	23	time	time	NOUN
easat-2661	180	24	series	series	NOUN
easat-2661	180	25	,	,	PUNCT
easat-2661	180	26	is	be	AUX
easat-2661	180	27	the	the	DET
easat-2661	180	28	aim	aim	NOUN
easat-2661	180	29	of	of	ADP
easat-2661	180	30	performing	perform	VERB
easat-2661	180	31	differencing	differencing	NOUN
easat-2661	180	32	.	.	PUNCT
easat-2661	181	1	for	for	ADP
easat-2661	181	2	the	the	DET
easat-2661	181	3	reason	reason	NOUN
easat-2661	181	4	that	that	PRON
easat-2661	181	5	it	it	PRON
easat-2661	181	6	enables	enable	VERB
easat-2661	181	7	us	we	PRON
easat-2661	181	8	to	to	PART
easat-2661	181	9	model	model	VERB
easat-2661	181	10	the	the	DET
easat-2661	181	11	data	datum	NOUN
easat-2661	181	12	using	use	VERB
easat-2661	181	13	a	a	DET
easat-2661	181	14	fixed	fix	VERB
easat-2661	181	15	set	set	NOUN
easat-2661	181	16	of	of	ADP
easat-2661	181	17	time	time	NOUN
easat-2661	181	18	-	-	PUNCT
easat-2661	181	19	independent	independent	ADJ
easat-2661	181	20	parameters	parameter	NOUN
easat-2661	181	21	,	,	PUNCT
easat-2661	181	22	stationarity	stationarity	NOUN
easat-2661	181	23	is	be	AUX
easat-2661	181	24	a	a	DET
easat-2661	181	25	crucial	crucial	ADJ
easat-2661	181	26	presumption	presumption	NOUN
easat-2661	181	27	in	in	ADP
easat-2661	181	28	many	many	ADJ
easat-2661	181	29	time	time	NOUN
easat-2661	181	30	series	series	NOUN
easat-2661	181	31	models	model	NOUN
easat-2661	181	32	,	,	PUNCT
easat-2661	181	33	including	include	VERB
easat-2661	181	34	arima	arima	NOUN
easat-2661	181	35	and	and	CCONJ
easat-2661	181	36	sarima	sarima	NOUN
easat-2661	181	37	.	.	PUNCT
easat-2661	182	1	analysing	analyse	VERB
easat-2661	182	2	the	the	DET
easat-2661	182	3	partial	partial	ADJ
easat-2661	182	4	autocorrelation	autocorrelation	NOUN
easat-2661	182	5	function	function	NOUN
easat-2661	182	6	(	(	PUNCT
easat-2661	182	7	pacf	pacf	NOUN
easat-2661	182	8	)	)	PUNCT
easat-2661	182	9	,	,	PUNCT
easat-2661	182	10	and	and	CCONJ
easat-2661	182	11	autocorrelation	autocorrelation	NOUN
easat-2661	182	12	function	function	NOUN
easat-2661	182	13	(	(	PUNCT
easat-2661	182	14	acf	acf	NOUN
easat-2661	182	15	)	)	PUNCT
easat-2661	182	16	plots	plot	NOUN
easat-2661	182	17	of	of	ADP
easat-2661	182	18	the	the	DET
easat-2661	182	19	time	time	NOUN
easat-2661	182	20	series	series	PROPN
easat-2661	182	21	data	data	PROPN
easat-2661	182	22	yields	yield	VERB
easat-2661	182	23	the	the	DET
easat-2661	182	24	order	order	NOUN
easat-2661	182	25	of	of	ADP
easat-2661	182	26	differencing	differencing	NOUN
easat-2661	182	27	,	,	PUNCT
easat-2661	182	28	d.	d.	PROPN
easat-2661	182	29	the	the	DET
easat-2661	182	30	information	information	NOUN
easat-2661	182	31	regarding	regard	VERB
easat-2661	182	32	the	the	DET
easat-2661	182	33	correlation	correlation	NOUN
easat-2661	182	34	between	between	ADP
easat-2661	182	35	the	the	DET
easat-2661	182	36	time	time	NOUN
easat-2661	182	37	series	series	NOUN
easat-2661	182	38	and	and	CCONJ
easat-2661	182	39	its	its	PRON
easat-2661	182	40	lags	lag	NOUN
easat-2661	182	41	that	that	PRON
easat-2661	182	42	is	be	AUX
easat-2661	182	43	supplied	supply	VERB
easat-2661	182	44	by	by	ADP
easat-2661	182	45	these	these	DET
easat-2661	182	46	graphs	graph	NOUN
easat-2661	182	47	may	may	AUX
easat-2661	182	48	be	be	AUX
easat-2661	182	49	used	use	VERB
easat-2661	182	50	to	to	PART
easat-2661	182	51	establish	establish	VERB
easat-2661	182	52	the	the	DET
easat-2661	182	53	appropriate	appropriate	ADJ
easat-2661	182	54	values	value	NOUN
easat-2661	182	55	of	of	ADP
easat-2661	182	56	p	p	X
easat-2661	182	57	,	,	PUNCT
easat-2661	182	58	d	d	NOUN
easat-2661	182	59	,	,	PUNCT
easat-2661	182	60	and	and	CCONJ
easat-2661	182	61	q	q	NOUN
easat-2661	182	62	for	for	ADP
easat-2661	182	63	both	both	CCONJ
easat-2661	182	64	arima	arima	PROPN
easat-2661	182	65	and	and	CCONJ
easat-2661	182	66	sarima	sarima	NOUN
easat-2661	182	67	model	model	NOUN
easat-2661	182	68	.	.	PUNCT
easat-2661	183	1	the	the	DET
easat-2661	183	2	time	time	NOUN
easat-2661	183	3	series	series	PROPN
easat-2661	183	4	may	may	AUX
easat-2661	183	5	need	need	VERB
easat-2661	183	6	first	first	ADJ
easat-2661	183	7	-	-	PUNCT
easat-2661	183	8	order	order	NOUN
easat-2661	183	9	differencing	differencing	NOUN
easat-2661	183	10	(	(	PUNCT
easat-2661	183	11	d	d	NOUN
easat-2661	183	12	=	=	SYM
easat-2661	183	13	1	1	NUM
easat-2661	183	14	)	)	PUNCT
easat-2661	183	15	to	to	PART
easat-2661	183	16	become	become	VERB
easat-2661	183	17	stationary	stationary	ADJ
easat-2661	183	18	if	if	SCONJ
easat-2661	183	19	the	the	DET
easat-2661	183	20	acf	acf	PROPN
easat-2661	183	21	plot	plot	NOUN
easat-2661	183	22	reveals	reveal	VERB
easat-2661	183	23	a	a	DET
easat-2661	183	24	sluggish	sluggish	ADJ
easat-2661	183	25	decrease	decrease	NOUN
easat-2661	183	26	in	in	ADP
easat-2661	183	27	the	the	DET
easat-2661	183	28	autocorrelation	autocorrelation	NOUN
easat-2661	183	29	values	value	NOUN
easat-2661	183	30	and	and	CCONJ
easat-2661	183	31	the	the	DET
easat-2661	183	32	pacf	pacf	NOUN
easat-2661	183	33	plot	plot	NOUN
easat-2661	183	34	reveals	reveal	VERB
easat-2661	183	35	a	a	DET
easat-2661	183	36	big	big	ADJ
easat-2661	183	37	spike	spike	NOUN
easat-2661	183	38	at	at	ADP
easat-2661	183	39	lag	lag	NOUN
easat-2661	183	40	1	1	NUM
easat-2661	183	41	and	and	CCONJ
easat-2661	183	42	decays	decay	NOUN
easat-2661	183	43	thereafter	thereafter	ADV
easat-2661	183	44	.	.	PUNCT
easat-2661	184	1	the	the	DET
easat-2661	184	2	time	time	NOUN
easat-2661	184	3	series	series	PROPN
easat-2661	184	4	may	may	AUX
easat-2661	184	5	need	need	VERB
easat-2661	184	6	second	second	ADJ
easat-2661	184	7	-	-	PUNCT
easat-2661	184	8	order	order	NOUN
easat-2661	184	9	differencing	differencing	NOUN
easat-2661	184	10	(	(	PUNCT
easat-2661	184	11	d	d	NOUN
easat-2661	184	12	=	=	SYM
easat-2661	184	13	2	2	NUM
easat-2661	184	14	)	)	PUNCT
easat-2661	184	15	to	to	PART
easat-2661	184	16	become	become	VERB
easat-2661	184	17	stationary	stationary	ADJ
easat-2661	184	18	if	if	SCONJ
easat-2661	184	19	the	the	DET
easat-2661	184	20	acf	acf	PROPN
easat-2661	184	21	plot	plot	NOUN
easat-2661	184	22	exhibits	exhibit	VERB
easat-2661	184	23	a	a	DET
easat-2661	184	24	rapid	rapid	ADJ
easat-2661	184	25	decline	decline	NOUN
easat-2661	184	26	while	while	SCONJ
easat-2661	184	27	the	the	DET
easat-2661	184	28	pacf	pacf	NOUN
easat-2661	184	29	plot	plot	NOUN
easat-2661	184	30	exhibits	exhibit	VERB
easat-2661	184	31	a	a	DET
easat-2661	184	32	notable	notable	ADJ
easat-2661	184	33	spike	spike	NOUN
easat-2661	184	34	at	at	ADP
easat-2661	184	35	lag	lag	NOUN
easat-2661	184	36	1	1	NUM
easat-2661	184	37	and	and	CCONJ
easat-2661	184	38	subsequent	subsequent	ADJ
easat-2661	184	39	decay	decay	NOUN
easat-2661	184	40	.	.	PUNCT
easat-2661	185	1	the	the	DET
easat-2661	185	2	time	time	NOUN
easat-2661	185	3	series	series	PROPN
easat-2661	185	4	may	may	AUX
easat-2661	185	5	already	already	ADV
easat-2661	185	6	be	be	AUX
easat-2661	185	7	stationary	stationary	ADJ
easat-2661	185	8	if	if	SCONJ
easat-2661	185	9	the	the	DET
easat-2661	185	10	acf	acf	PROPN
easat-2661	185	11	and	and	CCONJ
easat-2661	185	12	pacf	pacf	NOUN
easat-2661	185	13	plots	plot	NOUN
easat-2661	185	14	reveal	reveal	VERB
easat-2661	185	15	no	no	DET
easat-2661	185	16	significant	significant	ADJ
easat-2661	185	17	correlation	correlation	NOUN
easat-2661	185	18	at	at	ADP
easat-2661	185	19	any	any	DET
easat-2661	185	20	lag	lag	NOUN
easat-2661	185	21	,	,	PUNCT
easat-2661	185	22	in	in	ADP
easat-2661	185	23	which	which	DET
easat-2661	185	24	case	case	NOUN
easat-2661	185	25	no	no	DET
easat-2661	185	26	differencing	differencing	NOUN
easat-2661	185	27	is	be	AUX
easat-2661	185	28	needed	need	VERB
easat-2661	185	29	(	(	PUNCT
easat-2661	185	30	d	d	NOUN
easat-2661	185	31	=	=	NOUN
easat-2661	185	32	0	0	NUM
easat-2661	185	33	)	)	PUNCT
easat-2661	185	34	.	.	PUNCT
easat-2661	186	1	it	it	PRON
easat-2661	186	2	's	be	AUX
easat-2661	186	3	crucial	crucial	ADJ
easat-2661	186	4	to	to	PART
easat-2661	186	5	remember	remember	VERB
easat-2661	186	6	that	that	SCONJ
easat-2661	186	7	excessive	excessive	ADJ
easat-2661	186	8	differencing	differencing	NOUN
easat-2661	186	9	(	(	PUNCT
easat-2661	186	10	i.e.	i.e.	X
easat-2661	186	11	,	,	PUNCT
easat-2661	186	12	setting	set	VERB
easat-2661	186	13	d	d	NOUN
easat-2661	186	14	too	too	ADV
easat-2661	186	15	high	high	ADJ
easat-2661	186	16	)	)	PUNCT
easat-2661	186	17	will	will	AUX
easat-2661	186	18	cause	cause	VERB
easat-2661	186	19	the	the	DET
easat-2661	186	20	time	time	NOUN
easat-2661	186	21	series	series	NOUN
easat-2661	186	22	to	to	PART
easat-2661	186	23	lose	lose	VERB
easat-2661	186	24	crucial	crucial	ADJ
easat-2661	186	25	3107	3107	NUM
easat-2661	186	26	edelweiss	edelweiss	PROPN
easat-2661	186	27	applied	apply	VERB
easat-2661	186	28	science	science	NOUN
easat-2661	186	29	and	and	CCONJ
easat-2661	186	30	technology	technology	NOUN
easat-2661	186	31	issn	issn	PROPN
easat-2661	186	32	:	:	PUNCT
easat-2661	186	33	2576	2576	NUM
easat-2661	186	34	-	-	SYM
easat-2661	186	35	8484	8484	NUM
easat-2661	186	36	vol	vol	NOUN
easat-2661	186	37	.	.	PROPN
easat-2661	186	38	8	8	NUM
easat-2661	186	39	,	,	PUNCT
easat-2661	186	40	no	no	INTJ
easat-2661	186	41	.	.	NOUN
easat-2661	187	1	6	6	NUM
easat-2661	187	2	:	:	SYM
easat-2661	187	3	3100	3100	NUM
easat-2661	187	4	-	-	SYM
easat-2661	187	5	3128	3128	NUM
easat-2661	187	6	,	,	PUNCT
easat-2661	187	7	2024	2024	NUM
easat-2661	187	8	doi	doi	NOUN
easat-2661	187	9	:	:	PUNCT
easat-2661	187	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	187	11	©	©	PROPN
easat-2661	187	12	2024	2024	NUM
easat-2661	187	13	by	by	ADP
easat-2661	187	14	the	the	DET
easat-2661	187	15	authors	author	NOUN
easat-2661	187	16	;	;	PUNCT
easat-2661	187	17	licensee	licensee	PROPN
easat-2661	187	18	learning	learn	VERB
easat-2661	187	19	gate	gate	NOUN
easat-2661	187	20	information	information	NOUN
easat-2661	187	21	and	and	CCONJ
easat-2661	187	22	result	result	VERB
easat-2661	187	23	in	in	ADP
easat-2661	187	24	an	an	DET
easat-2661	187	25	erroneous	erroneous	ADJ
easat-2661	187	26	model	model	NOUN
easat-2661	187	27	.	.	PUNCT
easat-2661	188	1	to	to	PART
easat-2661	188	2	establish	establish	VERB
easat-2661	188	3	the	the	DET
easat-2661	188	4	right	right	ADJ
easat-2661	188	5	value	value	NOUN
easat-2661	188	6	of	of	ADP
easat-2661	188	7	d	d	PROPN
easat-2661	188	8	for	for	ADP
easat-2661	188	9	your	your	PRON
easat-2661	188	10	time	time	NOUN
easat-2661	188	11	series	series	PROPN
easat-2661	188	12	data	data	PROPN
easat-2661	188	13	,	,	PUNCT
easat-2661	188	14	it	it	PRON
easat-2661	188	15	is	be	AUX
easat-2661	188	16	crucial	crucial	ADJ
easat-2661	188	17	to	to	PART
easat-2661	188	18	carefully	carefully	ADV
easat-2661	188	19	inspect	inspect	VERB
easat-2661	188	20	the	the	DET
easat-2661	188	21	pacf	pacf	NOUN
easat-2661	188	22	and	and	CCONJ
easat-2661	188	23	acf	acf	NOUN
easat-2661	188	24	plots	plot	NOUN
easat-2661	188	25	.	.	PUNCT
easat-2661	189	1	2.8	2.8	NUM
easat-2661	189	2	.	.	PUNCT
easat-2661	189	3	seasonal	seasonal	ADJ
easat-2661	189	4	arima	arima	PROPN
easat-2661	189	5	model	model	NOUN
easat-2661	189	6	.	.	PUNCT
easat-2661	190	1	time	time	PROPN
easat-2661	190	2	series	series	PROPN
easat-2661	190	3	analyses	analysis	NOUN
easat-2661	190	4	are	be	AUX
easat-2661	190	5	frequently	frequently	ADV
easat-2661	190	6	used	use	VERB
easat-2661	190	7	in	in	ADP
easat-2661	190	8	the	the	DET
easat-2661	190	9	study	study	NOUN
easat-2661	190	10	of	of	ADP
easat-2661	190	11	rainfall	rainfall	NOUN
easat-2661	190	12	data	datum	NOUN
easat-2661	190	13	since	since	SCONJ
easat-2661	190	14	the	the	DET
easat-2661	190	15	data	datum	NOUN
easat-2661	190	16	are	be	AUX
easat-2661	190	17	time	time	NOUN
easat-2661	190	18	structured	structure	VERB
easat-2661	190	19	.	.	PUNCT
easat-2661	191	1	seasonal	seasonal	ADJ
easat-2661	191	2	autoregressive	autoregressive	ADJ
easat-2661	191	3	integrated	integrated	ADJ
easat-2661	191	4	moving	move	VERB
easat-2661	191	5	average	average	ADJ
easat-2661	191	6	(	(	PUNCT
easat-2661	191	7	sarima	sarima	NOUN
easat-2661	191	8	)	)	PUNCT
easat-2661	191	9	modeling	modeling	NOUN
easat-2661	191	10	was	be	AUX
easat-2661	191	11	applied	apply	VERB
easat-2661	191	12	to	to	ADP
easat-2661	191	13	the	the	DET
easat-2661	191	14	data	datum	NOUN
easat-2661	191	15	.	.	PUNCT
easat-2661	192	1	an	an	DET
easat-2661	192	2	algebraic	algebraic	ADJ
easat-2661	192	3	statement	statement	NOUN
easat-2661	192	4	that	that	PRON
easat-2661	192	5	explains	explain	VERB
easat-2661	192	6	the	the	DET
easat-2661	192	7	statistical	statistical	ADJ
easat-2661	192	8	relationship	relationship	NOUN
easat-2661	192	9	between	between	ADP
easat-2661	192	10	a	a	DET
easat-2661	192	11	time	time	NOUN
easat-2661	192	12	series	series	NOUN
easat-2661	192	13	and	and	CCONJ
easat-2661	192	14	its	its	PRON
easat-2661	192	15	own	own	ADJ
easat-2661	192	16	past	past	NOUN
easat-2661	192	17	is	be	AUX
easat-2661	192	18	called	call	VERB
easat-2661	192	19	an	an	DET
easat-2661	192	20	arima	arima	PROPN
easat-2661	192	21	model	model	NOUN
easat-2661	192	22	.	.	PUNCT
easat-2661	193	1	the	the	DET
easat-2661	193	2	seasonal	seasonal	ADJ
easat-2661	193	3	arima	arima	NOUN
easat-2661	193	4	model	model	NOUN
easat-2661	193	5	is	be	AUX
easat-2661	193	6	a	a	DET
easat-2661	193	7	multiplicative	multiplicative	ADJ
easat-2661	193	8	model	model	NOUN
easat-2661	193	9	that	that	PRON
easat-2661	193	10	considers	consider	VERB
easat-2661	193	11	both	both	CCONJ
easat-2661	193	12	seasonal	seasonal	ADJ
easat-2661	193	13	and	and	CCONJ
easat-2661	193	14	non	non	ADJ
easat-2661	193	15	-	-	ADJ
easat-2661	193	16	seasonal	seasonal	ADJ
easat-2661	193	17	elements	element	NOUN
easat-2661	193	18	.	.	PUNCT
easat-2661	194	1	𝐴𝑅𝐼𝑀𝐴	𝐴𝑅𝐼𝑀𝐴	PROPN
easat-2661	194	2	(	(	PUNCT
easat-2661	194	3	𝑝	𝑝	PROPN
easat-2661	194	4	,	,	PUNCT
easat-2661	194	5	𝑑	𝑑	PROPN
easat-2661	194	6	,	,	PUNCT
easat-2661	194	7	𝑞	𝑞	NOUN
easat-2661	194	8	)	)	PUNCT
easat-2661	194	9	𝑋	𝑋	PROPN
easat-2661	194	10	(	(	PUNCT
easat-2661	194	11	𝑃	𝑃	PROPN
easat-2661	194	12	,	,	PUNCT
easat-2661	194	13	𝐷	𝐷	PROPN
easat-2661	194	14	,	,	PUNCT
easat-2661	194	15	𝑄)𝑠	𝑄)𝑠	ADJ
easat-2661	194	16	(	(	PUNCT
easat-2661	194	17	1	1	X
easat-2661	194	18	)	)	PUNCT
easat-2661	194	19	p	p	NOUN
easat-2661	194	20	is	be	AUX
easat-2661	194	21	referred	refer	VERB
easat-2661	194	22	to	to	ADP
easat-2661	194	23	as	as	ADP
easat-2661	194	24	non	non	ADJ
easat-2661	194	25	-	-	ADJ
easat-2661	194	26	seasonal	seasonal	ADJ
easat-2661	194	27	,	,	PUNCT
easat-2661	194	28	ar	ar	NOUN
easat-2661	194	29	order	order	NOUN
easat-2661	194	30	,	,	PUNCT
easat-2661	194	31	d	d	PRON
easat-2661	194	32	is	be	AUX
easat-2661	194	33	non	non	ADJ
easat-2661	194	34	-	-	ADJ
easat-2661	194	35	seasonal	seasonal	ADJ
easat-2661	194	36	difference	difference	NOUN
easat-2661	194	37	,	,	PUNCT
easat-2661	194	38	q	q	PUNCT
easat-2661	194	39	is	be	AUX
easat-2661	194	40	non	non	ADJ
easat-2661	194	41	-	-	ADJ
easat-2661	194	42	seasonal	seasonal	ADJ
easat-2661	194	43	,	,	PUNCT
easat-2661	194	44	ma	ma	PROPN
easat-2661	194	45	order	order	NOUN
easat-2661	194	46	,	,	PUNCT
easat-2661	194	47	p	p	NOUN
easat-2661	194	48	is	be	AUX
easat-2661	194	49	seasonal	seasonal	ADJ
easat-2661	194	50	ar	ar	NOUN
easat-2661	194	51	order	order	NOUN
easat-2661	194	52	,	,	PUNCT
easat-2661	194	53	d	d	NOUN
easat-2661	194	54	is	be	AUX
easat-2661	194	55	seasonal	seasonal	ADJ
easat-2661	194	56	differencing	differencing	NOUN
easat-2661	194	57	,	,	PUNCT
easat-2661	194	58	q	q	PUNCT
easat-2661	194	59	is	be	AUX
easat-2661	194	60	seasonal	seasonal	ADJ
easat-2661	194	61	ma	ma	PROPN
easat-2661	194	62	order	order	NOUN
easat-2661	194	63	,	,	PUNCT
easat-2661	194	64	and	and	CCONJ
easat-2661	194	65	s	s	VERB
easat-2661	194	66	is	be	AUX
easat-2661	194	67	time	time	NOUN
easat-2661	194	68	span	span	NOUN
easat-2661	194	69	of	of	ADP
easat-2661	194	70	repeating	repeat	VERB
easat-2661	194	71	seasonal	seasonal	ADJ
easat-2661	194	72	pattern	pattern	NOUN
easat-2661	194	73	.	.	PUNCT
easat-2661	195	1	without	without	ADP
easat-2661	195	2	differencing	difference	VERB
easat-2661	195	3	operations	operation	NOUN
easat-2661	195	4	,	,	PUNCT
easat-2661	195	5	the	the	DET
easat-2661	195	6	model	model	NOUN
easat-2661	195	7	could	could	AUX
easat-2661	195	8	be	be	AUX
easat-2661	195	9	written	write	VERB
easat-2661	195	10	more	more	ADV
easat-2661	195	11	formally	formally	ADV
easat-2661	195	12	as	as	ADP
easat-2661	195	13	:	:	PUNCT
easat-2661	195	14	∅(𝐵𝑠)𝜑(𝐵)(𝑋𝑡	∅(𝐵𝑠)𝜑(𝐵)(𝑋𝑡	NOUN
easat-2661	195	15	−	−	PROPN
easat-2661	195	16	𝜇	𝜇	NOUN
easat-2661	195	17	)	)	PUNCT
easat-2661	195	18	=	=	PUNCT
easat-2661	195	19	𝜃(𝐵𝑠)𝜃(𝐵)𝑤𝑡	𝜃(𝐵𝑠)𝜃(𝐵)𝑤𝑡	X
easat-2661	195	20	(	(	PUNCT
easat-2661	195	21	2	2	NUM
easat-2661	195	22	)	)	PUNCT
easat-2661	195	23	the	the	DET
easat-2661	195	24	non	non	ADJ
easat-2661	195	25	-	-	ADJ
easat-2661	195	26	seasonal	seasonal	ADJ
easat-2661	195	27	component	component	NOUN
easat-2661	195	28	is	be	AUX
easat-2661	195	29	:	:	PUNCT
easat-2661	195	30	ar	ar	NOUN
easat-2661	195	31	:	:	PUNCT
easat-2661	195	32	𝜑(𝐵	𝜑(𝐵	NUM
easat-2661	195	33	)	)	PUNCT
easat-2661	195	34	=	=	SYM
easat-2661	195	35	1	1	NUM
easat-2661	195	36	−	−	NOUN
easat-2661	195	37	𝜑𝑖	𝜑𝑖	ADV
easat-2661	195	38	𝐵−	𝐵−	NOUN
easat-2661	195	39	,	,	PUNCT
easat-2661	195	40	.	.	PUNCT
easat-2661	195	41	.	.	PUNCT
easat-2661	195	42	.	.	PUNCT
easat-2661	196	1	.	.	PUNCT
easat-2661	197	1	,	,	PUNCT
easat-2661	197	2	−𝜑𝑝𝐵𝑝	−𝜑𝑝𝐵𝑝	NOUN
easat-2661	197	3	(	(	PUNCT
easat-2661	197	4	3	3	NUM
easat-2661	197	5	)	)	PUNCT
easat-2661	197	6	ma	ma	NOUN
easat-2661	197	7	:	:	PUNCT
easat-2661	197	8	𝜃(𝐵	𝜃(𝐵	NUM
easat-2661	197	9	)	)	PUNCT
easat-2661	197	10	=	=	SYM
easat-2661	197	11	1	1	NUM
easat-2661	197	12	+	+	CCONJ
easat-2661	197	13	𝜃𝑖𝐵+	𝜃𝑖𝐵+	PROPN
easat-2661	197	14	,	,	PUNCT
easat-2661	197	15	.	.	PUNCT
easat-2661	197	16	.	.	PUNCT
easat-2661	197	17	.	.	PUNCT
easat-2661	198	1	,	,	PUNCT
easat-2661	198	2	+	+	ADP
easat-2661	198	3	𝜃𝑞𝐵𝑞	𝜃𝑞𝐵𝑞	NOUN
easat-2661	198	4	(	(	PUNCT
easat-2661	198	5	4	4	X
easat-2661	198	6	)	)	PUNCT
easat-2661	198	7	the	the	DET
easat-2661	198	8	seasonal	seasonal	ADJ
easat-2661	198	9	components	component	NOUN
easat-2661	198	10	are	be	AUX
easat-2661	198	11	:	:	PUNCT
easat-2661	198	12	seasonal	seasonal	ADJ
easat-2661	198	13	autoregressive	autoregressive	ADJ
easat-2661	198	14	(	(	PUNCT
easat-2661	198	15	ar	ar	NOUN
easat-2661	198	16	):	):	PUNCT
easat-2661	198	17	∅(𝐵𝑠	∅(𝐵𝑠	NUM
easat-2661	198	18	)	)	PUNCT
easat-2661	198	19	=	=	SYM
easat-2661	199	1	1	1	NUM
easat-2661	199	2	−	−	PROPN
easat-2661	199	3	∅𝑖𝐵𝑠−	∅𝑖𝐵𝑠−	PROPN
easat-2661	199	4	,	,	PUNCT
easat-2661	199	5	.	.	PUNCT
easat-2661	199	6	.	.	PUNCT
easat-2661	199	7	.	.	PUNCT
easat-2661	200	1	.	.	PUNCT
easat-2661	201	1	,	,	PUNCT
easat-2661	201	2	−∅𝑝𝐵𝑝𝑠	−∅𝑝𝐵𝑝𝑠	NOUN
easat-2661	201	3	(	(	PUNCT
easat-2661	201	4	4	4	NUM
easat-2661	201	5	)	)	PUNCT
easat-2661	201	6	seasonal	seasonal	ADJ
easat-2661	201	7	moving	move	VERB
easat-2661	201	8	average	average	ADJ
easat-2661	201	9	(	(	PUNCT
easat-2661	201	10	ma	ma	NOUN
easat-2661	201	11	):	):	PUNCT
easat-2661	201	12	𝜃(𝐵𝑠	𝜃(𝐵𝑠	NOUN
easat-2661	201	13	)	)	PUNCT
easat-2661	201	14	=	=	SYM
easat-2661	201	15	1	1	NUM
easat-2661	201	16	+	+	NUM
easat-2661	201	17	∅𝑖𝐵𝑠+	∅𝑖𝐵𝑠+	NOUN
easat-2661	201	18	,	,	PUNCT
easat-2661	201	19	.	.	PUNCT
easat-2661	201	20	.	.	PUNCT
easat-2661	201	21	.	.	PUNCT
easat-2661	201	22	.	.	PUNCT
easat-2661	202	1	,	,	PUNCT
easat-2661	202	2	+	+	ADV
easat-2661	202	3	∅𝑞𝐵𝑞𝑠	∅𝑞𝐵𝑞𝑠	ADV
easat-2661	202	4	(	(	PUNCT
easat-2661	202	5	5	5	NUM
easat-2661	202	6	)	)	PUNCT
easat-2661	202	7	2.9	2.9	NUM
easat-2661	202	8	.	.	PUNCT
easat-2661	203	1	visualization	visualization	NOUN
easat-2661	203	2	a	a	DET
easat-2661	203	3	fast	fast	ADJ
easat-2661	203	4	exploratory	exploratory	ADJ
easat-2661	203	5	study	study	NOUN
easat-2661	203	6	should	should	AUX
easat-2661	203	7	be	be	AUX
easat-2661	203	8	performed	perform	VERB
easat-2661	203	9	before	before	ADP
easat-2661	203	10	defining	define	VERB
easat-2661	203	11	the	the	DET
easat-2661	203	12	model	model	NOUN
easat-2661	203	13	,	,	PUNCT
easat-2661	203	14	the	the	DET
easat-2661	203	15	first	first	ADJ
easat-2661	203	16	step	step	NOUN
easat-2661	203	17	should	should	AUX
easat-2661	203	18	be	be	AUX
easat-2661	203	19	to	to	PART
easat-2661	203	20	verify	verify	VERB
easat-2661	203	21	the	the	DET
easat-2661	203	22	quality	quality	NOUN
easat-2661	203	23	of	of	ADP
easat-2661	203	24	the	the	DET
easat-2661	203	25	data	datum	NOUN
easat-2661	203	26	to	to	PART
easat-2661	203	27	see	see	VERB
easat-2661	203	28	if	if	SCONJ
easat-2661	203	29	there	there	PRON
easat-2661	203	30	is	be	VERB
easat-2661	203	31	missing	miss	VERB
easat-2661	203	32	data	datum	NOUN
easat-2661	203	33	,	,	PUNCT
easat-2661	203	34	outliers	outlier	NOUN
easat-2661	203	35	,	,	PUNCT
easat-2661	203	36	check	check	VERB
easat-2661	203	37	for	for	ADP
easat-2661	203	38	plausibility	plausibility	NOUN
easat-2661	203	39	,	,	PUNCT
easat-2661	203	40	size	size	NOUN
easat-2661	203	41	,	,	PUNCT
easat-2661	203	42	type	type	NOUN
easat-2661	203	43	,	,	PUNCT
easat-2661	203	44	number	number	NOUN
easat-2661	203	45	of	of	ADP
easat-2661	203	46	variables	variable	NOUN
easat-2661	203	47	,	,	PUNCT
easat-2661	203	48	and	and	CCONJ
easat-2661	203	49	time	time	NOUN
easat-2661	203	50	stamp	stamp	NOUN
easat-2661	203	51	intervals	interval	NOUN
easat-2661	203	52	.	.	PUNCT
easat-2661	204	1	the	the	DET
easat-2661	204	2	next	next	ADJ
easat-2661	204	3	step	step	NOUN
easat-2661	204	4	is	be	AUX
easat-2661	204	5	to	to	PART
easat-2661	204	6	determine	determine	VERB
easat-2661	204	7	whether	whether	SCONJ
easat-2661	204	8	there	there	PRON
easat-2661	204	9	is	be	VERB
easat-2661	204	10	a	a	DET
easat-2661	204	11	trend	trend	NOUN
easat-2661	204	12	,	,	PUNCT
easat-2661	204	13	seasonality	seasonality	NOUN
easat-2661	204	14	,	,	PUNCT
easat-2661	204	15	or	or	CCONJ
easat-2661	204	16	other	other	ADJ
easat-2661	204	17	pattern	pattern	NOUN
easat-2661	204	18	present	present	ADJ
easat-2661	204	19	to	to	PART
easat-2661	204	20	have	have	VERB
easat-2661	204	21	a	a	DET
easat-2661	204	22	better	well	ADJ
easat-2661	204	23	idea	idea	NOUN
easat-2661	204	24	of	of	ADP
easat-2661	204	25	how	how	SCONJ
easat-2661	204	26	to	to	PART
easat-2661	204	27	build	build	VERB
easat-2661	204	28	a	a	DET
easat-2661	204	29	suitable	suitable	ADJ
easat-2661	204	30	strategy	strategy	NOUN
easat-2661	204	31	for	for	ADP
easat-2661	204	32	determining	determine	VERB
easat-2661	204	33	whether	whether	SCONJ
easat-2661	204	34	the	the	DET
easat-2661	204	35	data	data	NOUN
easat-2661	204	36	is	be	AUX
easat-2661	204	37	stationary	stationary	ADJ
easat-2661	204	38	or	or	CCONJ
easat-2661	204	39	not	not	PART
easat-2661	204	40	[	[	X
easat-2661	204	41	28	28	NUM
easat-2661	204	42	]	]	PUNCT
easat-2661	204	43	.	.	PUNCT
easat-2661	205	1	to	to	PART
easat-2661	205	2	demonstrate	demonstrate	VERB
easat-2661	205	3	that	that	SCONJ
easat-2661	205	4	the	the	DET
easat-2661	205	5	data	data	NOUN
easat-2661	205	6	is	be	AUX
easat-2661	205	7	stable	stable	ADJ
easat-2661	205	8	,	,	PUNCT
easat-2661	205	9	it	it	PRON
easat-2661	205	10	is	be	AUX
easat-2661	205	11	more	more	ADV
easat-2661	205	12	reassuring	reassuring	ADJ
easat-2661	205	13	to	to	PART
easat-2661	205	14	trace	trace	VERB
easat-2661	205	15	the	the	DET
easat-2661	205	16	autocorrelation	autocorrelation	NOUN
easat-2661	205	17	values	value	NOUN
easat-2661	205	18	to	to	ADP
easat-2661	205	19	zero	zero	NUM
easat-2661	205	20	after	after	ADP
easat-2661	205	21	a	a	DET
easat-2661	205	22	certain	certain	ADJ
easat-2661	205	23	delay	delay	NOUN
easat-2661	205	24	.	.	PUNCT
easat-2661	206	1	the	the	DET
easat-2661	206	2	data	data	NOUN
easat-2661	206	3	is	be	AUX
easat-2661	206	4	not	not	PART
easat-2661	206	5	steady	steady	ADJ
easat-2661	206	6	if	if	SCONJ
easat-2661	206	7	the	the	DET
easat-2661	206	8	autocorrelation	autocorrelation	NOUN
easat-2661	206	9	approaches	approach	VERB
easat-2661	206	10	zero	zero	NUM
easat-2661	206	11	slowly	slowly	ADV
easat-2661	206	12	or	or	CCONJ
easat-2661	206	13	deviates	deviate	VERB
easat-2661	206	14	significantly	significantly	ADV
easat-2661	206	15	from	from	ADP
easat-2661	206	16	zero	zero	NUM
easat-2661	206	17	.	.	PUNCT
easat-2661	207	1	the	the	DET
easat-2661	207	2	data	datum	NOUN
easat-2661	207	3	must	must	AUX
easat-2661	207	4	be	be	AUX
easat-2661	207	5	changed	change	VERB
easat-2661	207	6	to	to	PART
easat-2661	207	7	make	make	VERB
easat-2661	207	8	it	it	PRON
easat-2661	207	9	stationary	stationary	ADJ
easat-2661	207	10	if	if	SCONJ
easat-2661	207	11	it	it	PRON
easat-2661	207	12	is	be	AUX
easat-2661	207	13	not	not	PART
easat-2661	207	14	already	already	ADV
easat-2661	207	15	stationary	stationary	ADJ
easat-2661	207	16	.	.	PUNCT
easat-2661	208	1	one	one	NUM
easat-2661	208	2	of	of	ADP
easat-2661	208	3	the	the	DET
easat-2661	208	4	most	most	ADV
easat-2661	208	5	prevalent	prevalent	ADJ
easat-2661	208	6	methods	method	NOUN
easat-2661	208	7	is	be	AUX
easat-2661	208	8	the	the	DET
easat-2661	208	9	differencing	difference	VERB
easat-2661	208	10	technique	technique	NOUN
easat-2661	208	11	of	of	ADP
easat-2661	208	12	mean	mean	NOUN
easat-2661	208	13	and	and	CCONJ
easat-2661	208	14	modification	modification	NOUN
easat-2661	208	15	of	of	ADP
easat-2661	208	16	variance	variance	NOUN
easat-2661	208	17	.	.	PUNCT
easat-2661	209	1	2.10	2.10	NUM
easat-2661	209	2	.	.	PUNCT
easat-2661	209	3	correlogram	correlogram	NOUN
easat-2661	209	4	a	a	DET
easat-2661	209	5	correlogram	correlogram	NOUN
easat-2661	209	6	is	be	AUX
easat-2661	209	7	a	a	DET
easat-2661	209	8	stationary	stationary	ADJ
easat-2661	209	9	method	method	NOUN
easat-2661	209	10	of	of	ADP
easat-2661	209	11	time	time	NOUN
easat-2661	209	12	series	series	PROPN
easat-2661	209	13	authentication	authentication	NOUN
easat-2661	209	14	that	that	PRON
easat-2661	209	15	makes	make	VERB
easat-2661	209	16	use	use	NOUN
easat-2661	209	17	of	of	ADP
easat-2661	209	18	the	the	DET
easat-2661	209	19	autocorrelation	autocorrelation	NOUN
easat-2661	209	20	function	function	NOUN
easat-2661	209	21	(	(	PUNCT
easat-2661	209	22	acf	acf	PROPN
easat-2661	209	23	)	)	PUNCT
easat-2661	209	24	produced	produce	VERB
easat-2661	209	25	by	by	ADP
easat-2661	209	26	plotting	plot	VERB
easat-2661	209	27	the	the	DET
easat-2661	209	28	space	space	NOUN
easat-2661	209	29	between	between	ADP
easat-2661	209	30	k	k	PROPN
easat-2661	209	31	and	and	CCONJ
easat-2661	209	32	k	k	PROPN
easat-2661	209	33	(	(	PUNCT
easat-2661	209	34	lag	lag	PROPN
easat-2661	209	35	)	)	PUNCT
easat-2661	209	36	.	.	PUNCT
easat-2661	210	1	a	a	DET
easat-2661	210	2	population	population	NOUN
easat-2661	210	3	correlogram	correlogram	NOUN
easat-2661	210	4	is	be	AUX
easat-2661	210	5	formed	form	VERB
easat-2661	210	6	by	by	ADP
easat-2661	210	7	graphing	graph	VERB
easat-2661	210	8	k	k	PROPN
easat-2661	210	9	and	and	CCONJ
easat-2661	210	10	k.	k.	PROPN
easat-2661	210	11	in	in	ADP
easat-2661	210	12	actuality	actuality	NOUN
easat-2661	210	13	,	,	PUNCT
easat-2661	210	14	we	we	PRON
easat-2661	210	15	can	can	AUX
easat-2661	210	16	only	only	ADV
easat-2661	210	17	rely	rely	VERB
easat-2661	210	18	on	on	ADP
easat-2661	210	19	the	the	DET
easat-2661	210	20	sample	sample	NOUN
easat-2661	210	21	autocorrelation	autocorrelation	NOUN
easat-2661	210	22	function	function	NOUN
easat-2661	210	23	.	.	PUNCT
easat-2661	211	1	as	as	SCONJ
easat-2661	211	2	k	k	PROPN
easat-2661	211	3	grows	grow	VERB
easat-2661	211	4	,	,	PUNCT
easat-2661	211	5	the	the	DET
easat-2661	211	6	correlation	correlation	NOUN
easat-2661	211	7	for	for	ADP
easat-2661	211	8	stationary	stationary	ADJ
easat-2661	211	9	data	datum	NOUN
easat-2661	211	10	decreases	decrease	VERB
easat-2661	211	11	considerably	considerably	ADV
easat-2661	211	12	.	.	PUNCT
easat-2661	212	1	meanwhile	meanwhile	ADV
easat-2661	212	2	,	,	PUNCT
easat-2661	212	3	the	the	DET
easat-2661	212	4	correlogram	correlogram	NOUN
easat-2661	212	5	does	do	AUX
easat-2661	212	6	not	not	PART
easat-2661	212	7	trend	trend	VERB
easat-2661	212	8	to	to	ADP
easat-2661	212	9	zero	zero	NUM
easat-2661	212	10	for	for	ADP
easat-2661	212	11	non	non	ADJ
easat-2661	212	12	-	-	ADJ
easat-2661	212	13	stationary	stationary	ADJ
easat-2661	212	14	data	datum	NOUN
easat-2661	212	15	(	(	PUNCT
easat-2661	212	16	slow	slow	VERB
easat-2661	212	17	down	down	ADP
easat-2661	212	18	)	)	PUNCT
easat-2661	212	19	.	.	PUNCT
easat-2661	213	1	2.11	2.11	NUM
easat-2661	213	2	.	.	PUNCT
easat-2661	213	3	pattern	pattern	NOUN
easat-2661	213	4	identification	identification	NOUN
easat-2661	213	5	unless	unless	SCONJ
easat-2661	213	6	the	the	DET
easat-2661	213	7	data	data	NOUN
easat-2661	213	8	is	be	AUX
easat-2661	213	9	constant	constant	ADJ
easat-2661	213	10	in	in	ADP
easat-2661	213	11	terms	term	NOUN
easat-2661	213	12	of	of	ADP
easat-2661	213	13	mean	mean	NOUN
easat-2661	213	14	and	and	CCONJ
easat-2661	213	15	variance	variance	NOUN
easat-2661	213	16	,	,	PUNCT
easat-2661	213	17	the	the	DET
easat-2661	213	18	autocorrelation	autocorrelation	NOUN
easat-2661	213	19	function	function	NOUN
easat-2661	213	20	(	(	PUNCT
easat-2661	213	21	acf	acf	PROPN
easat-2661	213	22	)	)	PUNCT
easat-2661	213	23	and	and	CCONJ
easat-2661	213	24	partial	partial	ADJ
easat-2661	213	25	autocorrelation	autocorrelation	NOUN
easat-2661	213	26	function	function	NOUN
easat-2661	213	27	(	(	PUNCT
easat-2661	213	28	pacf	pacf	NOUN
easat-2661	213	29	)	)	PUNCT
easat-2661	213	30	can	can	AUX
easat-2661	213	31	be	be	AUX
easat-2661	213	32	shown	show	VERB
easat-2661	213	33	below	below	ADP
easat-2661	213	34	.	.	PUNCT
easat-2661	214	1	some	some	DET
easat-2661	214	2	probable	probable	ADJ
easat-2661	214	3	acceptable	acceptable	ADJ
easat-2661	214	4	models	model	NOUN
easat-2661	214	5	may	may	AUX
easat-2661	214	6	be	be	AUX
easat-2661	214	7	discovered	discover	VERB
easat-2661	214	8	using	use	VERB
easat-2661	214	9	acf	acf	PROPN
easat-2661	214	10	and	and	CCONJ
easat-2661	214	11	pacf	pacf	PROPN
easat-2661	214	12	.	.	PUNCT
easat-2661	215	1	model	model	NOUN
easat-2661	215	2	identification	identification	NOUN
easat-2661	215	3	is	be	AUX
easat-2661	215	4	used	use	VERB
easat-2661	215	5	to	to	PART
easat-2661	215	6	determine	determine	VERB
easat-2661	215	7	whether	whether	SCONJ
easat-2661	215	8	autocorrelation	autocorrelation	NOUN
easat-2661	215	9	and	and	CCONJ
easat-2661	215	10	data	datum	NOUN
easat-2661	215	11	stationary	stationary	NOUN
easat-2661	215	12	exist	exist	VERB
easat-2661	215	13	so	so	SCONJ
easat-2661	215	14	that	that	SCONJ
easat-2661	215	15	the	the	DET
easat-2661	215	16	transformation	transformation	NOUN
easat-2661	215	17	or	or	CCONJ
easat-2661	215	18	differencing	differencing	NOUN
easat-2661	215	19	procedure	procedure	NOUN
easat-2661	215	20	may	may	AUX
easat-2661	215	21	be	be	AUX
easat-2661	215	22	undertaken	undertake	VERB
easat-2661	215	23	.	.	PUNCT
easat-2661	216	1	3108	3108	NUM
easat-2661	216	2	edelweiss	edelweiss	PROPN
easat-2661	216	3	applied	apply	VERB
easat-2661	216	4	science	science	NOUN
easat-2661	216	5	and	and	CCONJ
easat-2661	216	6	technology	technology	NOUN
easat-2661	216	7	issn	issn	PROPN
easat-2661	216	8	:	:	PUNCT
easat-2661	216	9	2576	2576	NUM
easat-2661	216	10	-	-	SYM
easat-2661	216	11	8484	8484	NUM
easat-2661	216	12	vol	vol	NOUN
easat-2661	216	13	.	.	PROPN
easat-2661	216	14	8	8	NUM
easat-2661	216	15	,	,	PUNCT
easat-2661	216	16	no	no	INTJ
easat-2661	216	17	.	.	NOUN
easat-2661	217	1	6	6	NUM
easat-2661	217	2	:	:	SYM
easat-2661	217	3	3100	3100	NUM
easat-2661	217	4	-	-	SYM
easat-2661	217	5	3128	3128	NUM
easat-2661	217	6	,	,	PUNCT
easat-2661	217	7	2024	2024	NUM
easat-2661	217	8	doi	doi	NOUN
easat-2661	217	9	:	:	PUNCT
easat-2661	217	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	217	11	©	©	PROPN
easat-2661	217	12	2024	2024	NUM
easat-2661	217	13	by	by	ADP
easat-2661	217	14	the	the	DET
easat-2661	217	15	authors	author	NOUN
easat-2661	217	16	;	;	PUNCT
easat-2661	217	17	licensee	licensee	PROPN
easat-2661	217	18	learning	learning	NOUN
easat-2661	217	19	gate	gate	NOUN
easat-2661	217	20	2.12	2.12	NUM
easat-2661	217	21	.	.	PUNCT
easat-2661	218	1	estimation	estimation	NOUN
easat-2661	218	2	of	of	ADP
easat-2661	218	3	parameters	parameter	NOUN
easat-2661	218	4	the	the	DET
easat-2661	218	5	parametric	parametric	ADJ
easat-2661	218	6	factor	factor	NOUN
easat-2661	218	7	level	level	NOUN
easat-2661	218	8	of	of	ADP
easat-2661	218	9	significance	significance	NOUN
easat-2661	218	10	is	be	AUX
easat-2661	218	11	used	use	VERB
easat-2661	218	12	to	to	PART
easat-2661	218	13	choose	choose	VERB
easat-2661	218	14	the	the	DET
easat-2661	218	15	best	good	ADJ
easat-2661	218	16	prediction	prediction	NOUN
easat-2661	218	17	model	model	NOUN
easat-2661	218	18	.	.	PUNCT
easat-2661	219	1	based	base	VERB
easat-2661	219	2	on	on	ADP
easat-2661	219	3	tables	table	NOUN
easat-2661	219	4	1–3	1–3	NUM
easat-2661	219	5	,	,	PUNCT
easat-2661	219	6	there	there	PRON
easat-2661	219	7	are	be	VERB
easat-2661	219	8	nine	nine	NUM
easat-2661	219	9	models	model	NOUN
easat-2661	219	10	in	in	ADP
easat-2661	219	11	total	total	NOUN
easat-2661	219	12	once	once	SCONJ
easat-2661	219	13	they	they	PRON
easat-2661	219	14	have	have	AUX
easat-2661	219	15	been	be	AUX
easat-2661	219	16	recognized	recognize	VERB
easat-2661	219	17	.	.	PUNCT
easat-2661	220	1	finding	find	VERB
easat-2661	220	2	out	out	ADP
easat-2661	220	3	the	the	DET
easat-2661	220	4	model	model	NOUN
easat-2661	220	5	’s	’s	PART
easat-2661	220	6	parameter	parameter	NOUN
easat-2661	220	7	estimation	estimation	NOUN
easat-2661	220	8	is	be	AUX
easat-2661	220	9	the	the	DET
easat-2661	220	10	next	next	ADJ
easat-2661	220	11	step	step	NOUN
easat-2661	220	12	.	.	PUNCT
easat-2661	221	1	according	accord	VERB
easat-2661	221	2	to	to	ADP
easat-2661	221	3	table	table	NOUN
easat-2661	221	4	1	1	NUM
easat-2661	221	5	-	-	SYM
easat-2661	221	6	3	3	NUM
easat-2661	221	7	findings	finding	NOUN
easat-2661	221	8	,	,	PUNCT
easat-2661	221	9	the	the	DET
easat-2661	221	10	best	good	ADJ
easat-2661	221	11	arima	arima	NOUN
easat-2661	221	12	and	and	CCONJ
easat-2661	221	13	sarima	sarima	NOUN
easat-2661	221	14	model	model	NOUN
easat-2661	221	15	based	base	VERB
easat-2661	221	16	on	on	ADP
easat-2661	221	17	aic	aic	PROPN
easat-2661	221	18	criteria	criterion	NOUN
easat-2661	221	19	is	be	AUX
easat-2661	221	20	sarima	sarima	NOUN
easat-2661	221	21	model	model	NOUN
easat-2661	221	22	(	(	PUNCT
easat-2661	221	23	0	0	NUM
easat-2661	221	24	,	,	PUNCT
easat-2661	221	25	1	1	NUM
easat-2661	221	26	,	,	PUNCT
easat-2661	221	27	0	0	NUM
easat-2661	221	28	)	)	PUNCT
easat-2661	221	29	(	(	PUNCT
easat-2661	221	30	0,1,1	0,1,1	NUM
easat-2661	221	31	)	)	PUNCT
easat-2661	221	32	(	(	PUNCT
easat-2661	221	33	12	12	NUM
easat-2661	221	34	)	)	PUNCT
easat-2661	221	35	.	.	PUNCT
easat-2661	222	1	it	it	PRON
easat-2661	222	2	indicates	indicate	VERB
easat-2661	222	3	that	that	SCONJ
easat-2661	222	4	the	the	DET
easat-2661	222	5	sarima	sarima	NOUN
easat-2661	222	6	model	model	NOUN
easat-2661	222	7	with	with	ADP
easat-2661	222	8	the	the	DET
easat-2661	222	9	smallest	small	ADJ
easat-2661	222	10	aic	aic	PROPN
easat-2661	222	11	value	value	NOUN
easat-2661	222	12	is	be	AUX
easat-2661	222	13	(	(	PUNCT
easat-2661	222	14	0	0	NUM
easat-2661	222	15	,	,	PUNCT
easat-2661	222	16	1	1	NUM
easat-2661	222	17	,	,	PUNCT
easat-2661	222	18	0	0	NUM
easat-2661	222	19	)	)	PUNCT
easat-2661	222	20	(	(	PUNCT
easat-2661	222	21	0,1,1	0,1,1	NUM
easat-2661	222	22	)	)	PUNCT
easat-2661	222	23	(	(	PUNCT
easat-2661	222	24	12	12	NUM
easat-2661	222	25	)	)	PUNCT
easat-2661	222	26	.	.	PUNCT
easat-2661	223	1	it	it	PRON
easat-2661	223	2	is	be	AUX
easat-2661	223	3	essential	essential	ADJ
easat-2661	223	4	to	to	PART
easat-2661	223	5	understand	understand	VERB
easat-2661	223	6	whether	whether	SCONJ
easat-2661	223	7	or	or	CCONJ
easat-2661	223	8	not	not	PART
easat-2661	223	9	the	the	DET
easat-2661	223	10	parameter	parameter	NOUN
easat-2661	223	11	is	be	AUX
easat-2661	223	12	significant	significant	ADJ
easat-2661	223	13	.	.	PUNCT
easat-2661	224	1	a	a	DET
easat-2661	224	2	parameter	parameter	NOUN
easat-2661	224	3	significance	significance	NOUN
easat-2661	224	4	test	test	NOUN
easat-2661	224	5	must	must	AUX
easat-2661	224	6	be	be	AUX
easat-2661	224	7	carried	carry	VERB
easat-2661	224	8	out	out	ADP
easat-2661	224	9	as	as	ADP
easat-2661	224	10	a	a	DET
easat-2661	224	11	result	result	NOUN
easat-2661	224	12	.	.	PUNCT
easat-2661	225	1	the	the	DET
easat-2661	225	2	sarima	sarima	NOUN
easat-2661	225	3	model	model	NOUN
easat-2661	225	4	's	's	PART
easat-2661	225	5	parameters	parameter	NOUN
easat-2661	225	6	are	be	AUX
easat-2661	225	7	examined	examine	VERB
easat-2661	225	8	using	use	VERB
easat-2661	225	9	the	the	DET
easat-2661	225	10	ljung	ljung	PROPN
easat-2661	225	11	box	box	PROPN
easat-2661	225	12	(	(	PUNCT
easat-2661	225	13	0	0	NUM
easat-2661	225	14	,	,	PUNCT
easat-2661	225	15	1	1	NUM
easat-2661	225	16	,	,	PUNCT
easat-2661	225	17	0	0	NUM
easat-2661	225	18	)	)	PUNCT
easat-2661	225	19	(	(	PUNCT
easat-2661	225	20	0,1,1	0,1,1	NUM
easat-2661	225	21	)	)	PUNCT
easat-2661	225	22	(	(	PUNCT
easat-2661	225	23	12	12	NUM
easat-2661	225	24	)	)	PUNCT
easat-2661	225	25	.	.	PUNCT
easat-2661	226	1	the	the	DET
easat-2661	226	2	important	important	ADJ
easat-2661	226	3	results	result	NOUN
easat-2661	226	4	are	be	AUX
easat-2661	226	5	listed	list	VERB
easat-2661	226	6	in	in	ADP
easat-2661	226	7	tables	table	NOUN
easat-2661	226	8	1	1	NUM
easat-2661	226	9	.	.	X
easat-2661	226	10	2.13	2.13	NUM
easat-2661	226	11	.	.	PUNCT
easat-2661	227	1	residual	residual	ADJ
easat-2661	227	2	assumption	assumption	NOUN
easat-2661	227	3	test	test	NOUN
easat-2661	227	4	(	(	PUNCT
easat-2661	227	5	diagnostic	diagnostic	ADJ
easat-2661	227	6	checking	checking	NOUN
easat-2661	227	7	)	)	PUNCT
easat-2661	227	8	to	to	PART
easat-2661	227	9	determine	determine	VERB
easat-2661	227	10	whether	whether	SCONJ
easat-2661	227	11	the	the	DET
easat-2661	227	12	estimated	estimate	VERB
easat-2661	227	13	model	model	NOUN
easat-2661	227	14	is	be	AUX
easat-2661	227	15	appropriate	appropriate	ADJ
easat-2661	227	16	for	for	ADP
easat-2661	227	17	the	the	DET
easat-2661	227	18	data	datum	NOUN
easat-2661	227	19	,	,	PUNCT
easat-2661	227	20	diagnostic	diagnostic	ADJ
easat-2661	227	21	testing	testing	NOUN
easat-2661	227	22	is	be	AUX
easat-2661	227	23	done	do	VERB
easat-2661	227	24	.	.	PUNCT
easat-2661	228	1	residual	residual	ADJ
easat-2661	228	2	analysis	analysis	NOUN
easat-2661	228	3	is	be	AUX
easat-2661	228	4	used	use	VERB
easat-2661	228	5	for	for	ADP
easat-2661	228	6	diagnostic	diagnostic	ADJ
easat-2661	228	7	purposes	purpose	NOUN
easat-2661	228	8	.	.	PUNCT
easat-2661	229	1	the	the	DET
easat-2661	229	2	theoretical	theoretical	ADJ
easat-2661	229	3	basis	basis	NOUN
easat-2661	229	4	that	that	SCONJ
easat-2661	229	5	the	the	DET
easat-2661	229	6	residual	residual	ADJ
easat-2661	229	7	is	be	AUX
easat-2661	229	8	a	a	DET
easat-2661	229	9	random	random	ADJ
easat-2661	229	10	variable	variable	NOUN
easat-2661	229	11	with	with	ADP
easat-2661	229	12	a	a	DET
easat-2661	229	13	normal	normal	ADJ
easat-2661	229	14	distribution	distribution	NOUN
easat-2661	229	15	and	and	CCONJ
easat-2661	229	16	a	a	DET
easat-2661	229	17	fixed	fix	VERB
easat-2661	229	18	mean	mean	NOUN
easat-2661	229	19	is	be	AUX
easat-2661	229	20	the	the	DET
easat-2661	229	21	basis	basis	NOUN
easat-2661	229	22	of	of	ADP
easat-2661	229	23	the	the	DET
easat-2661	229	24	arima	arima	PROPN
easat-2661	229	25	and	and	CCONJ
easat-2661	229	26	sarima	sarima	NOUN
easat-2661	229	27	models	model	NOUN
easat-2661	229	28	.	.	PUNCT
easat-2661	230	1	2.14	2.14	NUM
easat-2661	230	2	.	.	PUNCT
easat-2661	230	3	test	test	NOUN
easat-2661	230	4	for	for	ADP
easat-2661	230	5	independence	independence	NOUN
easat-2661	230	6	the	the	DET
easat-2661	230	7	ljung	ljung	PROPN
easat-2661	230	8	-	-	PUNCT
easat-2661	230	9	box	box	NOUN
easat-2661	230	10	test	test	NOUN
easat-2661	230	11	[	[	X
easat-2661	230	12	29	29	NUM
easat-2661	230	13	]	]	PUNCT
easat-2661	230	14	is	be	AUX
easat-2661	230	15	used	use	VERB
easat-2661	230	16	to	to	PART
easat-2661	230	17	determine	determine	VERB
easat-2661	230	18	if	if	SCONJ
easat-2661	230	19	independent	independent	ADJ
easat-2661	230	20	residuals	residual	NOUN
easat-2661	230	21	may	may	AUX
easat-2661	230	22	be	be	AUX
easat-2661	230	23	used	use	VERB
easat-2661	230	24	.	.	PUNCT
easat-2661	231	1	the	the	DET
easat-2661	231	2	first	first	ADJ
easat-2661	231	3	residual	residual	NOUN
easat-2661	231	4	is	be	AUX
easat-2661	231	5	examined	examine	VERB
easat-2661	231	6	using	use	VERB
easat-2661	231	7	sample	sample	NOUN
easat-2661	231	8	autocorrelation	autocorrelation	NOUN
easat-2661	231	9	from	from	ADP
easat-2661	231	10	the	the	DET
easat-2661	231	11	residual	residual	NOUN
easat-2661	231	12	.	.	PUNCT
easat-2661	232	1	the	the	DET
easat-2661	232	2	following	follow	VERB
easat-2661	232	3	is	be	AUX
easat-2661	232	4	the	the	DET
easat-2661	232	5	hypothesis	hypothesis	NOUN
easat-2661	232	6	:	:	PUNCT
easat-2661	232	7	𝐻0	𝐻0	PROPN
easat-2661	232	8	:	:	PUNCT
easat-2661	232	9	𝜌𝑘	𝜌𝑘	PROPN
easat-2661	232	10	=	=	SYM
easat-2661	232	11	0	0	NUM
easat-2661	232	12	(	(	PUNCT
easat-2661	232	13	𝐻0	𝐻0	PROPN
easat-2661	232	14	:	:	PUNCT
easat-2661	232	15	𝑛𝑜𝑛𝑠𝑡𝑎𝑡𝑖𝑜𝑛𝑎𝑟𝑦	𝑛𝑜𝑛𝑠𝑡𝑎𝑡𝑖𝑜𝑛𝑎𝑟𝑦	ADJ
easat-2661	232	16	𝑎𝑡𝑡𝑒𝑛𝑢𝑎𝑡𝑖𝑜𝑛	𝑎𝑡𝑡𝑒𝑛𝑢𝑎𝑡𝑖𝑜𝑛	NOUN
easat-2661	232	17	𝑑𝑎𝑡𝑎	𝑑𝑎𝑡𝑎	NOUN
easat-2661	232	18	)	)	PUNCT
easat-2661	232	19	𝐻1	𝐻1	NOUN
easat-2661	232	20	:	:	PUNCT
easat-2661	232	21	𝜌𝑘	𝜌𝑘	PRON
easat-2661	232	22	≠	≠	PROPN
easat-2661	232	23	0𝐻1	0𝐻1	NUM
easat-2661	232	24	:	:	PUNCT
easat-2661	232	25	𝑠𝑡𝑎𝑡𝑖𝑜𝑛𝑎𝑟𝑦	𝑠𝑡𝑎𝑡𝑖𝑜𝑛𝑎𝑟𝑦	ADJ
easat-2661	232	26	𝑎𝑡𝑡𝑒𝑛𝑢𝑎𝑡𝑖𝑜𝑛	𝑎𝑡𝑡𝑒𝑛𝑢𝑎𝑡𝑖𝑜𝑛	NOUN
easat-2661	232	27	𝑑𝑎𝑡𝑎	𝑑𝑎𝑡𝑎	NOUN
easat-2661	232	28	)	)	PUNCT
easat-2661	232	29	if	if	SCONJ
easat-2661	232	30	the	the	DET
easat-2661	232	31	p	p	NOUN
easat-2661	232	32	-	-	PUNCT
easat-2661	232	33	value	value	NOUN
easat-2661	232	34	<	<	X
easat-2661	232	35	0.05	0.05	NUM
easat-2661	232	36	,	,	PUNCT
easat-2661	232	37	reject	reject	VERB
easat-2661	232	38	the	the	DET
easat-2661	232	39	attenuation	attenuation	NOUN
easat-2661	232	40	data	datum	NOUN
easat-2661	232	41	appears	appear	VERB
easat-2661	232	42	to	to	PART
easat-2661	232	43	be	be	AUX
easat-2661	232	44	steady	steady	ADJ
easat-2661	232	45	with	with	ADP
easat-2661	232	46	respect	respect	NOUN
easat-2661	232	47	to	to	ADP
easat-2661	232	48	its	its	PRON
easat-2661	232	49	mean	mean	NOUN
easat-2661	232	50	and	and	CCONJ
easat-2661	232	51	variancein	variancein	VERB
easat-2661	232	52	the	the	DET
easat-2661	232	53	meanwhile	meanwhile	ADV
easat-2661	232	54	,	,	PUNCT
easat-2661	232	55	the	the	DET
easat-2661	232	56	accuracy	accuracy	NOUN
easat-2661	232	57	is	be	AUX
easat-2661	232	58	improved	improve	VERB
easat-2661	232	59	by	by	ADP
easat-2661	232	60	performing	perform	VERB
easat-2661	232	61	a	a	DET
easat-2661	232	62	stationary	stationary	ADJ
easat-2661	232	63	test	test	NOUN
easat-2661	232	64	with	with	ADP
easat-2661	232	65	the	the	DET
easat-2661	232	66	augmented	augment	VERB
easat-2661	232	67	dickey	dickey	NOUN
easat-2661	232	68	-	-	PUNCT
easat-2661	232	69	fuller	full	ADJ
easat-2661	232	70	(	(	PUNCT
easat-2661	232	71	adf	adf	NOUN
easat-2661	232	72	)	)	PUNCT
easat-2661	232	73	test	test	NOUN
easat-2661	232	74	.	.	PUNCT
easat-2661	233	1	[	[	X
easat-2661	233	2	24	24	NUM
easat-2661	233	3	]	]	PUNCT
easat-2661	233	4	.	.	PUNCT
easat-2661	234	1	the	the	DET
easat-2661	234	2	criteria	criterion	NOUN
easat-2661	234	3	for	for	ADP
easat-2661	234	4	rejecting	reject	VERB
easat-2661	234	5	hypothesis	hypothesis	NOUN
easat-2661	234	6	𝐻0	𝐻0	PROPN
easat-2661	234	7	,	,	PUNCT
easat-2661	234	8	if	if	SCONJ
easat-2661	234	9	p	p	PRON
easat-2661	234	10	value	value	NOUN
easat-2661	234	11	is	be	AUX
easat-2661	234	12	<	<	X
easat-2661	234	13	α	α	X
easat-2661	234	14	,	,	PUNCT
easat-2661	234	15	adf	adf	PROPN
easat-2661	234	16	obtains	obtain	VERB
easat-2661	234	17	p	p	NOUN
easat-2661	234	18	value	value	NOUN
easat-2661	234	19	=	=	NOUN
easat-2661	234	20	0.01	0.01	NUM
easat-2661	234	21	<	<	X
easat-2661	234	22	α	α	X
easat-2661	234	23	0.05	0.05	NUM
easat-2661	234	24	,	,	PUNCT
easat-2661	234	25	then	then	ADV
easat-2661	234	26	𝐻0	𝐻0	PROPN
easat-2661	234	27	is	be	AUX
easat-2661	234	28	discarded	discard	VERB
easat-2661	234	29	.	.	PUNCT
easat-2661	235	1	as	as	ADP
easat-2661	235	2	a	a	DET
easat-2661	235	3	result	result	NOUN
easat-2661	235	4	,	,	PUNCT
easat-2661	235	5	the	the	DET
easat-2661	235	6	attenuation	attenuation	NOUN
easat-2661	235	7	data	datum	NOUN
easat-2661	235	8	may	may	AUX
easat-2661	235	9	be	be	AUX
easat-2661	235	10	assumed	assume	VERB
easat-2661	235	11	to	to	PART
easat-2661	235	12	be	be	AUX
easat-2661	235	13	stationary	stationary	ADJ
easat-2661	235	14	.	.	PUNCT
easat-2661	236	1	2.15	2.15	NUM
easat-2661	236	2	.	.	PUNCT
easat-2661	237	1	choosing	choose	VERB
easat-2661	237	2	the	the	DET
easat-2661	237	3	best	good	ADJ
easat-2661	237	4	model	model	NOUN
easat-2661	237	5	akaike	akaike	PROPN
easat-2661	237	6	's	's	PART
easat-2661	237	7	information	information	NOUN
easat-2661	237	8	criterion	criterion	NOUN
easat-2661	237	9	is	be	AUX
easat-2661	237	10	used	use	VERB
easat-2661	237	11	to	to	PART
easat-2661	237	12	select	select	VERB
easat-2661	237	13	the	the	DET
easat-2661	237	14	optimal	optimal	ADJ
easat-2661	237	15	model	model	NOUN
easat-2661	237	16	(	(	PUNCT
easat-2661	237	17	aic	aic	PROPN
easat-2661	237	18	)	)	PUNCT
easat-2661	237	19	.	.	PUNCT
easat-2661	238	1	the	the	DET
easat-2661	238	2	model	model	NOUN
easat-2661	238	3	with	with	ADP
easat-2661	238	4	the	the	DET
easat-2661	238	5	lowest	low	ADJ
easat-2661	238	6	aic	aic	PROPN
easat-2661	238	7	value	value	NOUN
easat-2661	238	8	is	be	AUX
easat-2661	238	9	selected	select	VERB
easat-2661	238	10	[	[	PUNCT
easat-2661	238	11	24	24	NUM
easat-2661	238	12	]	]	PUNCT
easat-2661	238	13	.	.	PUNCT
easat-2661	239	1	3	3	X
easat-2661	239	2	.	.	NOUN
easat-2661	239	3	results	result	NOUN
easat-2661	239	4	and	and	CCONJ
easat-2661	239	5	discussion	discussion	NOUN
easat-2661	239	6	3.1	3.1	NUM
easat-2661	239	7	.	.	PUNCT
easat-2661	240	1	preliminary	preliminary	ADJ
easat-2661	240	2	testing	testing	NOUN
easat-2661	240	3	of	of	ADP
easat-2661	240	4	attenuation	attenuation	NOUN
easat-2661	240	5	data	datum	NOUN
easat-2661	240	6	testing	test	VERB
easat-2661	240	7	the	the	DET
easat-2661	240	8	data	datum	NOUN
easat-2661	240	9	to	to	PART
easat-2661	240	10	see	see	VERB
easat-2661	240	11	if	if	SCONJ
easat-2661	240	12	the	the	DET
easat-2661	240	13	mean	mean	NOUN
easat-2661	240	14	and	and	CCONJ
easat-2661	240	15	variance	variance	NOUN
easat-2661	240	16	are	be	AUX
easat-2661	240	17	stationary	stationary	ADJ
easat-2661	240	18	is	be	AUX
easat-2661	240	19	the	the	DET
easat-2661	240	20	first	first	ADJ
easat-2661	240	21	stage	stage	NOUN
easat-2661	240	22	in	in	ADP
easat-2661	240	23	time	time	NOUN
easat-2661	240	24	series	series	PROPN
easat-2661	240	25	modelling	modelling	NOUN
easat-2661	240	26	.	.	PUNCT
easat-2661	241	1	if	if	SCONJ
easat-2661	241	2	the	the	DET
easat-2661	241	3	data	data	NOUN
easat-2661	241	4	is	be	AUX
easat-2661	241	5	not	not	PART
easat-2661	241	6	stationary	stationary	ADJ
easat-2661	241	7	with	with	ADP
easat-2661	241	8	either	either	CCONJ
easat-2661	241	9	the	the	DET
easat-2661	241	10	mean	mean	NOUN
easat-2661	241	11	or	or	CCONJ
easat-2661	241	12	the	the	DET
easat-2661	241	13	variance	variance	NOUN
easat-2661	241	14	,	,	PUNCT
easat-2661	241	15	differencing	differencing	NOUN
easat-2661	241	16	is	be	AUX
easat-2661	241	17	required	require	VERB
easat-2661	241	18	,	,	PUNCT
easat-2661	241	19	and	and	CCONJ
easat-2661	241	20	if	if	SCONJ
easat-2661	241	21	neither	neither	PRON
easat-2661	241	22	is	be	AUX
easat-2661	241	23	stationary	stationary	ADJ
easat-2661	241	24	,	,	PUNCT
easat-2661	241	25	a	a	DET
easat-2661	241	26	transformation	transformation	NOUN
easat-2661	241	27	is	be	AUX
easat-2661	241	28	needed	need	VERB
easat-2661	241	29	.	.	PUNCT
easat-2661	242	1	since	since	SCONJ
easat-2661	242	2	the	the	DET
easat-2661	242	3	data	data	NOUN
easat-2661	242	4	is	be	AUX
easat-2661	242	5	a	a	DET
easat-2661	242	6	time	time	NOUN
easat-2661	242	7	series	series	NOUN
easat-2661	242	8	of	of	ADP
easat-2661	242	9	rain	rain	NOUN
easat-2661	242	10	attenuation	attenuation	NOUN
easat-2661	242	11	measurements	measurement	NOUN
easat-2661	242	12	,	,	PUNCT
easat-2661	242	13	figs	fig	NOUN
easat-2661	242	14	.	.	PUNCT
easat-2661	243	1	1–8	1–8	NUM
easat-2661	243	2	show	show	VERB
easat-2661	243	3	that	that	SCONJ
easat-2661	243	4	the	the	DET
easat-2661	243	5	series	series	NOUN
easat-2661	243	6	is	be	AUX
easat-2661	243	7	stationary	stationary	ADJ
easat-2661	243	8	and	and	CCONJ
easat-2661	243	9	has	have	VERB
easat-2661	243	10	a	a	DET
easat-2661	243	11	seasonal	seasonal	ADJ
easat-2661	243	12	cycle	cycle	NOUN
easat-2661	243	13	.	.	PUNCT
easat-2661	244	1	the	the	DET
easat-2661	244	2	original	original	ADJ
easat-2661	244	3	data	datum	NOUN
easat-2661	244	4	's	's	PART
easat-2661	244	5	acf	acf	NOUN
easat-2661	244	6	and	and	CCONJ
easat-2661	244	7	pacf	pacf	NOUN
easat-2661	244	8	,	,	PUNCT
easat-2661	244	9	as	as	SCONJ
easat-2661	244	10	illustrated	illustrate	VERB
easat-2661	244	11	in	in	ADP
easat-2661	244	12	figs	fig	NOUN
easat-2661	244	13	.	.	PUNCT
easat-2661	245	1	9–16	9–16	NOUN
easat-2661	245	2	,	,	PUNCT
easat-2661	245	3	indicate	indicate	VERB
easat-2661	245	4	that	that	SCONJ
easat-2661	245	5	the	the	DET
easat-2661	245	6	attenuation	attenuation	NOUN
easat-2661	245	7	data	data	NOUN
easat-2661	245	8	is	be	AUX
easat-2661	245	9	stationary	stationary	ADJ
easat-2661	245	10	.	.	PUNCT
easat-2661	246	1	stationary	stationary	ADJ
easat-2661	246	2	data	datum	NOUN
easat-2661	246	3	in	in	ADP
easat-2661	246	4	both	both	DET
easat-2661	246	5	mean	mean	ADJ
easat-2661	246	6	and	and	CCONJ
easat-2661	246	7	variance	variance	NOUN
easat-2661	246	8	are	be	AUX
easat-2661	246	9	required	require	VERB
easat-2661	246	10	to	to	PART
easat-2661	246	11	fit	fit	VERB
easat-2661	246	12	an	an	DET
easat-2661	246	13	arima	arima	NOUN
easat-2661	246	14	and	and	CCONJ
easat-2661	246	15	sarima	sarima	PROPN
easat-2661	246	16	model	model	NOUN
easat-2661	246	17	.	.	PUNCT
easat-2661	247	1	3109	3109	NUM
easat-2661	247	2	edelweiss	edelweiss	PROPN
easat-2661	247	3	applied	apply	VERB
easat-2661	247	4	science	science	NOUN
easat-2661	247	5	and	and	CCONJ
easat-2661	247	6	technology	technology	NOUN
easat-2661	247	7	issn	issn	PROPN
easat-2661	247	8	:	:	PUNCT
easat-2661	247	9	2576	2576	NUM
easat-2661	247	10	-	-	SYM
easat-2661	247	11	8484	8484	NUM
easat-2661	247	12	vol	vol	NOUN
easat-2661	247	13	.	.	PROPN
easat-2661	247	14	8	8	NUM
easat-2661	247	15	,	,	PUNCT
easat-2661	247	16	no	no	INTJ
easat-2661	247	17	.	.	NOUN
easat-2661	248	1	6	6	NUM
easat-2661	248	2	:	:	SYM
easat-2661	248	3	3100	3100	NUM
easat-2661	248	4	-	-	SYM
easat-2661	248	5	3128	3128	NUM
easat-2661	248	6	,	,	PUNCT
easat-2661	248	7	2024	2024	NUM
easat-2661	248	8	doi	doi	NOUN
easat-2661	248	9	:	:	PUNCT
easat-2661	248	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	248	11	©	©	PROPN
easat-2661	248	12	2024	2024	NUM
easat-2661	248	13	by	by	ADP
easat-2661	248	14	the	the	DET
easat-2661	248	15	authors	author	NOUN
easat-2661	248	16	;	;	PUNCT
easat-2661	248	17	licensee	licensee	PROPN
easat-2661	248	18	learning	learn	VERB
easat-2661	248	19	gate	gate	NOUN
easat-2661	248	20	figure	figure	NOUN
easat-2661	248	21	2	2	NUM
easat-2661	248	22	.	.	PUNCT
easat-2661	248	23	plot	plot	NOUN
easat-2661	248	24	of	of	ADP
easat-2661	248	25	bloemfontein	bloemfontein	PROPN
easat-2661	248	26	attenuation	attenuation	NOUN
easat-2661	248	27	from	from	ADP
easat-2661	248	28	1994	1994	NUM
easat-2661	248	29	to	to	ADP
easat-2661	248	30	2023	2023	NUM
easat-2661	248	31	.	.	PUNCT
easat-2661	249	1	figure	figure	NOUN
easat-2661	249	2	3	3	NUM
easat-2661	249	3	.	.	PUNCT
easat-2661	250	1	plot	plot	NOUN
easat-2661	250	2	of	of	ADP
easat-2661	250	3	durban	durban	PROPN
easat-2661	250	4	attenuation	attenuation	NOUN
easat-2661	250	5	from	from	ADP
easat-2661	250	6	1994	1994	NUM
easat-2661	250	7	to	to	ADP
easat-2661	250	8	2023	2023	NUM
easat-2661	250	9	.	.	PUNCT
easat-2661	251	1	figure	figure	NOUN
easat-2661	251	2	4	4	NUM
easat-2661	251	3	.	.	PUNCT
easat-2661	251	4	plot	plot	NOUN
easat-2661	251	5	of	of	ADP
easat-2661	251	6	nelspruit	nelspruit	NOUN
easat-2661	251	7	attenuation	attenuation	NOUN
easat-2661	251	8	from	from	ADP
easat-2661	251	9	1994	1994	NUM
easat-2661	251	10	to	to	ADP
easat-2661	251	11	2023	2023	NUM
easat-2661	251	12	.	.	PUNCT
easat-2661	252	1	3110	3110	NUM
easat-2661	252	2	edelweiss	edelweiss	PROPN
easat-2661	252	3	applied	apply	VERB
easat-2661	252	4	science	science	NOUN
easat-2661	252	5	and	and	CCONJ
easat-2661	252	6	technology	technology	NOUN
easat-2661	252	7	issn	issn	PROPN
easat-2661	252	8	:	:	PUNCT
easat-2661	252	9	2576	2576	NUM
easat-2661	252	10	-	-	SYM
easat-2661	252	11	8484	8484	NUM
easat-2661	252	12	vol	vol	NOUN
easat-2661	252	13	.	.	PROPN
easat-2661	252	14	8	8	NUM
easat-2661	252	15	,	,	PUNCT
easat-2661	252	16	no	no	INTJ
easat-2661	252	17	.	.	NOUN
easat-2661	253	1	6	6	NUM
easat-2661	253	2	:	:	SYM
easat-2661	253	3	3100	3100	NUM
easat-2661	253	4	-	-	SYM
easat-2661	253	5	3128	3128	NUM
easat-2661	253	6	,	,	PUNCT
easat-2661	253	7	2024	2024	NUM
easat-2661	253	8	doi	doi	NOUN
easat-2661	253	9	:	:	PUNCT
easat-2661	253	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	253	11	©	©	PROPN
easat-2661	253	12	2024	2024	NUM
easat-2661	253	13	by	by	ADP
easat-2661	253	14	the	the	DET
easat-2661	253	15	authors	author	NOUN
easat-2661	253	16	;	;	PUNCT
easat-2661	253	17	licensee	licensee	PROPN
easat-2661	253	18	learning	learn	VERB
easat-2661	253	19	gate	gate	PROPN
easat-2661	253	20	figure	figure	NOUN
easat-2661	253	21	5	5	NUM
easat-2661	253	22	.	.	PUNCT
easat-2661	253	23	plot	plot	NOUN
easat-2661	253	24	of	of	ADP
easat-2661	253	25	polokwane	polokwane	PROPN
easat-2661	253	26	attenuation	attenuation	NOUN
easat-2661	253	27	from	from	ADP
easat-2661	253	28	1994	1994	NUM
easat-2661	253	29	to	to	ADP
easat-2661	253	30	2023	2023	NUM
easat-2661	253	31	.	.	PUNCT
easat-2661	254	1	figure	figure	NOUN
easat-2661	254	2	6	6	NUM
easat-2661	254	3	.	.	PUNCT
easat-2661	255	1	plot	plot	NOUN
easat-2661	255	2	of	of	ADP
easat-2661	255	3	pretoria	pretoria	PROPN
easat-2661	255	4	attenuation	attenuation	NOUN
easat-2661	255	5	from	from	ADP
easat-2661	255	6	1994	1994	NUM
easat-2661	255	7	to	to	ADP
easat-2661	255	8	2023	2023	NUM
easat-2661	255	9	.	.	PUNCT
easat-2661	256	1	figure	figure	NOUN
easat-2661	256	2	7	7	NUM
easat-2661	256	3	.	.	PUNCT
easat-2661	256	4	plot	plot	NOUN
easat-2661	256	5	of	of	ADP
easat-2661	256	6	east	east	PROPN
easat-2661	256	7	london	london	PROPN
easat-2661	256	8	attenuation	attenuation	NOUN
easat-2661	256	9	from	from	ADP
easat-2661	256	10	1994	1994	NUM
easat-2661	256	11	to	to	ADP
easat-2661	256	12	2023	2023	NUM
easat-2661	256	13	.	.	PUNCT
easat-2661	257	1	according	accord	VERB
easat-2661	257	2	to	to	ADP
easat-2661	257	3	figs	fig	NOUN
easat-2661	257	4	.	.	PUNCT
easat-2661	258	1	1	1	NUM
easat-2661	258	2	-	-	SYM
easat-2661	258	3	6	6	NUM
easat-2661	258	4	there	there	PRON
easat-2661	258	5	is	be	VERB
easat-2661	258	6	a	a	DET
easat-2661	258	7	shift	shift	NOUN
easat-2661	258	8	in	in	ADP
easat-2661	258	9	attenuation	attenuation	NOUN
easat-2661	258	10	and	and	CCONJ
easat-2661	258	11	a	a	DET
easat-2661	258	12	decrease	decrease	NOUN
easat-2661	258	13	in	in	ADP
easat-2661	258	14	the	the	DET
easat-2661	258	15	strength	strength	NOUN
easat-2661	258	16	of	of	ADP
easat-2661	258	17	attenuation	attenuation	NOUN
easat-2661	258	18	.	.	PUNCT
easat-2661	259	1	the	the	DET
easat-2661	259	2	highest	high	ADJ
easat-2661	259	3	attenuation	attenuation	NOUN
easat-2661	259	4	occurs	occur	VERB
easat-2661	259	5	for	for	ADP
easat-2661	259	6	about	about	ADV
easat-2661	259	7	52	52	NUM
easat-2661	259	8	seconds	second	NOUN
easat-2661	259	9	in	in	ADP
easat-2661	259	10	nelspruit	nelspruit	PROPN
easat-2661	259	11	,	,	PUNCT
easat-2661	259	12	which	which	PRON
easat-2661	259	13	is	be	AUX
easat-2661	259	14	around	around	ADV
easat-2661	259	15	12.4	12.4	NUM
easat-2661	259	16	db	db	NOUN
easat-2661	259	17	,	,	PUNCT
easat-2661	259	18	while	while	SCONJ
easat-2661	259	19	the	the	DET
easat-2661	259	20	3111	3111	NUM
easat-2661	259	21	edelweiss	edelweiss	PROPN
easat-2661	259	22	applied	apply	VERB
easat-2661	259	23	science	science	NOUN
easat-2661	259	24	and	and	CCONJ
easat-2661	259	25	technology	technology	NOUN
easat-2661	259	26	issn	issn	PROPN
easat-2661	259	27	:	:	PUNCT
easat-2661	259	28	2576	2576	NUM
easat-2661	259	29	-	-	SYM
easat-2661	259	30	8484	8484	NUM
easat-2661	259	31	vol	vol	NOUN
easat-2661	259	32	.	.	PROPN
easat-2661	259	33	8	8	NUM
easat-2661	259	34	,	,	PUNCT
easat-2661	259	35	no	no	INTJ
easat-2661	259	36	.	.	NOUN
easat-2661	260	1	6	6	NUM
easat-2661	260	2	:	:	SYM
easat-2661	260	3	3100	3100	NUM
easat-2661	260	4	-	-	SYM
easat-2661	260	5	3128	3128	NUM
easat-2661	260	6	,	,	PUNCT
easat-2661	260	7	2024	2024	NUM
easat-2661	260	8	doi	doi	NOUN
easat-2661	260	9	:	:	PUNCT
easat-2661	260	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	260	11	©	©	PROPN
easat-2661	260	12	2024	2024	NUM
easat-2661	260	13	by	by	ADP
easat-2661	260	14	the	the	DET
easat-2661	260	15	authors	author	NOUN
easat-2661	260	16	;	;	PUNCT
easat-2661	260	17	licensee	licensee	PROPN
easat-2661	260	18	learning	learning	NOUN
easat-2661	260	19	gate	gate	NOUN
easat-2661	260	20	minimum	minimum	NOUN
easat-2661	260	21	occurs	occur	VERB
easat-2661	260	22	in	in	ADP
easat-2661	260	23	bloemfontein	bloemfontein	PROPN
easat-2661	260	24	(	(	PUNCT
easat-2661	260	25	fig	fig	NOUN
easat-2661	260	26	.	.	PUNCT
easat-2661	261	1	1	1	NUM
easat-2661	261	2	)	)	PUNCT
easat-2661	261	3	.	.	PUNCT
easat-2661	262	1	the	the	DET
easat-2661	262	2	average	average	ADJ
easat-2661	262	3	attenuation	attenuation	NOUN
easat-2661	262	4	was	be	AUX
easat-2661	262	5	8	8	NUM
easat-2661	262	6	db	db	NOUN
easat-2661	262	7	with	with	ADP
easat-2661	262	8	a	a	DET
easat-2661	262	9	standard	standard	ADJ
easat-2661	262	10	deviation	deviation	NOUN
easat-2661	262	11	of	of	ADP
easat-2661	262	12	0.1	0.1	NUM
easat-2661	262	13	.	.	PUNCT
easat-2661	263	1	a	a	DET
easat-2661	263	2	visual	visual	ADJ
easat-2661	263	3	examination	examination	NOUN
easat-2661	263	4	of	of	ADP
easat-2661	263	5	fig	fig	NOUN
easat-2661	263	6	.	.	PUNCT
easat-2661	264	1	1	1	NUM
easat-2661	264	2	reveals	reveal	VERB
easat-2661	264	3	that	that	SCONJ
easat-2661	264	4	the	the	DET
easat-2661	264	5	attenuation	attenuation	NOUN
easat-2661	264	6	data	data	NOUN
easat-2661	264	7	is	be	AUX
easat-2661	264	8	stationary	stationary	ADJ
easat-2661	264	9	with	with	ADP
easat-2661	264	10	respect	respect	NOUN
easat-2661	264	11	to	to	ADP
easat-2661	264	12	its	its	PRON
easat-2661	264	13	mean	mean	NOUN
easat-2661	264	14	and	and	CCONJ
easat-2661	264	15	variance	variance	NOUN
easat-2661	264	16	.	.	PUNCT
easat-2661	265	1	3.2	3.2	NUM
easat-2661	265	2	.	.	PUNCT
easat-2661	265	3	acf	acf	PROPN
easat-2661	265	4	and	and	CCONJ
easat-2661	265	5	pacf	pacf	PROPN
easat-2661	265	6	identification	identification	NOUN
easat-2661	265	7	once	once	SCONJ
easat-2661	265	8	the	the	DET
easat-2661	265	9	data	data	NOUN
easat-2661	265	10	is	be	AUX
easat-2661	265	11	steady	steady	ADJ
easat-2661	265	12	,	,	PUNCT
easat-2661	265	13	it	it	PRON
easat-2661	265	14	is	be	AUX
easat-2661	265	15	prepared	prepare	VERB
easat-2661	265	16	for	for	ADP
easat-2661	265	17	recognition	recognition	NOUN
easat-2661	265	18	so	so	SCONJ
easat-2661	265	19	that	that	SCONJ
easat-2661	265	20	the	the	DET
easat-2661	265	21	forecast	forecast	NOUN
easat-2661	265	22	from	from	ADP
easat-2661	265	23	the	the	DET
easat-2661	265	24	sarima	sarima	NOUN
easat-2661	265	25	model	model	NOUN
easat-2661	265	26	may	may	AUX
easat-2661	265	27	be	be	AUX
easat-2661	265	28	obtained	obtain	VERB
easat-2661	265	29	(	(	PUNCT
easat-2661	265	30	p	p	X
easat-2661	265	31	,	,	PUNCT
easat-2661	265	32	d	d	NOUN
easat-2661	265	33	,	,	PUNCT
easat-2661	265	34	q	q	NOUN
easat-2661	265	35	)	)	PUNCT
easat-2661	265	36	(	(	PUNCT
easat-2661	265	37	p	p	X
easat-2661	265	38	,	,	PUNCT
easat-2661	265	39	d	d	NOUN
easat-2661	265	40	,	,	PUNCT
easat-2661	265	41	q	q	NOUN
easat-2661	265	42	)	)	PUNCT
easat-2661	265	43	(	(	PUNCT
easat-2661	265	44	12	12	NUM
easat-2661	265	45	)	)	PUNCT
easat-2661	265	46	.	.	PUNCT
easat-2661	266	1	to	to	PART
easat-2661	266	2	identify	identify	VERB
easat-2661	266	3	it	it	PRON
easat-2661	266	4	,	,	PUNCT
easat-2661	266	5	the	the	DET
easat-2661	266	6	attenuation	attenuation	NOUN
easat-2661	266	7	data	datum	NOUN
easat-2661	266	8	acf	acf	PROPN
easat-2661	266	9	and	and	CCONJ
easat-2661	266	10	pacf	pacf	NOUN
easat-2661	266	11	are	be	AUX
easat-2661	266	12	displayed	display	VERB
easat-2661	266	13	.	.	PUNCT
easat-2661	267	1	for	for	ADP
easat-2661	267	2	acf	acf	PROPN
easat-2661	267	3	and	and	CCONJ
easat-2661	267	4	pacf	pacf	NOUN
easat-2661	267	5	plots	plot	NOUN
easat-2661	267	6	in	in	ADP
easat-2661	267	7	durban	durban	PROPN
easat-2661	267	8	,	,	PUNCT
easat-2661	267	9	pretoria	pretoria	PROPN
easat-2661	267	10	,	,	PUNCT
easat-2661	267	11	polokwane	polokwane	PROPN
easat-2661	267	12	,	,	PUNCT
easat-2661	267	13	bloemfontein	bloemfontein	PROPN
easat-2661	267	14	,	,	PUNCT
easat-2661	267	15	east	east	PROPN
easat-2661	267	16	london	london	PROPN
easat-2661	267	17	and	and	CCONJ
easat-2661	267	18	nelspruit	nelspruit	PROPN
easat-2661	267	19	,	,	PUNCT
easat-2661	267	20	respectively	respectively	ADV
easat-2661	267	21	,	,	PUNCT
easat-2661	267	22	rain	rain	NOUN
easat-2661	267	23	attenuation	attenuation	NOUN
easat-2661	267	24	data	datum	NOUN
easat-2661	267	25	are	be	AUX
easat-2661	267	26	shown	show	VERB
easat-2661	267	27	in	in	ADP
easat-2661	267	28	figures	figure	NOUN
easat-2661	267	29	8–13	8–13	NOUN
easat-2661	267	30	.	.	PUNCT
easat-2661	268	1	figure	figure	NOUN
easat-2661	268	2	8	8	NUM
easat-2661	268	3	.	.	PUNCT
easat-2661	269	1	plot	plot	NOUN
easat-2661	269	2	of	of	ADP
easat-2661	269	3	bloemfontein	bloemfontein	PROPN
easat-2661	269	4	acf	acf	PROPN
easat-2661	269	5	and	and	CCONJ
easat-2661	269	6	pacf	pacf	PROPN
easat-2661	269	7	.	.	PUNCT
easat-2661	270	1	figure	figure	NOUN
easat-2661	270	2	9	9	NUM
easat-2661	270	3	.	.	PUNCT
easat-2661	271	1	plot	plot	NOUN
easat-2661	271	2	of	of	ADP
easat-2661	271	3	durban	durban	PROPN
easat-2661	271	4	acf	acf	PROPN
easat-2661	271	5	and	and	CCONJ
easat-2661	271	6	pacf	pacf	PROPN
easat-2661	271	7	.	.	PUNCT
easat-2661	272	1	3112	3112	PROPN
easat-2661	272	2	edelweiss	edelweiss	PROPN
easat-2661	272	3	applied	apply	VERB
easat-2661	272	4	science	science	NOUN
easat-2661	272	5	and	and	CCONJ
easat-2661	272	6	technology	technology	NOUN
easat-2661	272	7	issn	issn	PROPN
easat-2661	272	8	:	:	PUNCT
easat-2661	272	9	2576	2576	NUM
easat-2661	272	10	-	-	SYM
easat-2661	272	11	8484	8484	NUM
easat-2661	272	12	vol	vol	NOUN
easat-2661	272	13	.	.	PROPN
easat-2661	272	14	8	8	NUM
easat-2661	272	15	,	,	PUNCT
easat-2661	272	16	no	no	INTJ
easat-2661	272	17	.	.	NOUN
easat-2661	273	1	6	6	NUM
easat-2661	273	2	:	:	SYM
easat-2661	273	3	3100	3100	NUM
easat-2661	273	4	-	-	SYM
easat-2661	273	5	3128	3128	NUM
easat-2661	273	6	,	,	PUNCT
easat-2661	273	7	2024	2024	NUM
easat-2661	273	8	doi	doi	NOUN
easat-2661	273	9	:	:	PUNCT
easat-2661	273	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	273	11	©	©	PROPN
easat-2661	273	12	2024	2024	NUM
easat-2661	273	13	by	by	ADP
easat-2661	273	14	the	the	DET
easat-2661	273	15	authors	author	NOUN
easat-2661	273	16	;	;	PUNCT
easat-2661	273	17	licensee	licensee	PROPN
easat-2661	273	18	learning	learn	VERB
easat-2661	273	19	gate	gate	PROPN
easat-2661	273	20	figure	figure	NOUN
easat-2661	273	21	10	10	NUM
easat-2661	273	22	.	.	PUNCT
easat-2661	274	1	plot	plot	NOUN
easat-2661	274	2	of	of	ADP
easat-2661	274	3	nelspruit	nelspruit	PROPN
easat-2661	274	4	acf	acf	PROPN
easat-2661	274	5	and	and	CCONJ
easat-2661	274	6	pacf	pacf	PROPN
easat-2661	274	7	.	.	PUNCT
easat-2661	275	1	figure	figure	NOUN
easat-2661	275	2	11	11	NUM
easat-2661	275	3	.	.	PUNCT
easat-2661	276	1	plot	plot	NOUN
easat-2661	276	2	of	of	ADP
easat-2661	276	3	polokwane	polokwane	PROPN
easat-2661	276	4	acf	acf	PROPN
easat-2661	276	5	and	and	CCONJ
easat-2661	276	6	pacf	pacf	PROPN
easat-2661	276	7	.	.	PUNCT
easat-2661	277	1	3113	3113	NUM
easat-2661	277	2	edelweiss	edelweiss	PROPN
easat-2661	277	3	applied	apply	VERB
easat-2661	277	4	science	science	NOUN
easat-2661	277	5	and	and	CCONJ
easat-2661	277	6	technology	technology	NOUN
easat-2661	277	7	issn	issn	PROPN
easat-2661	277	8	:	:	PUNCT
easat-2661	277	9	2576	2576	NUM
easat-2661	277	10	-	-	SYM
easat-2661	277	11	8484	8484	NUM
easat-2661	277	12	vol	vol	NOUN
easat-2661	277	13	.	.	PROPN
easat-2661	277	14	8	8	NUM
easat-2661	277	15	,	,	PUNCT
easat-2661	277	16	no	no	INTJ
easat-2661	277	17	.	.	NOUN
easat-2661	278	1	6	6	NUM
easat-2661	278	2	:	:	SYM
easat-2661	278	3	3100	3100	NUM
easat-2661	278	4	-	-	SYM
easat-2661	278	5	3128	3128	NUM
easat-2661	278	6	,	,	PUNCT
easat-2661	278	7	2024	2024	NUM
easat-2661	278	8	doi	doi	NOUN
easat-2661	278	9	:	:	PUNCT
easat-2661	278	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	278	11	©	©	PROPN
easat-2661	278	12	2024	2024	NUM
easat-2661	278	13	by	by	ADP
easat-2661	278	14	the	the	DET
easat-2661	278	15	authors	author	NOUN
easat-2661	278	16	;	;	PUNCT
easat-2661	279	1	licensee	licensee	PROPN
easat-2661	279	2	learning	learn	VERB
easat-2661	279	3	gate	gate	PROPN
easat-2661	279	4	figure	figure	NOUN
easat-2661	279	5	12	12	NUM
easat-2661	279	6	.	.	PUNCT
easat-2661	279	7	plot	plot	NOUN
easat-2661	279	8	of	of	ADP
easat-2661	279	9	pretoria	pretoria	PROPN
easat-2661	279	10	acf	acf	PROPN
easat-2661	279	11	and	and	CCONJ
easat-2661	279	12	pacf	pacf	PROPN
easat-2661	279	13	.	.	PUNCT
easat-2661	280	1	figure	figure	NOUN
easat-2661	280	2	13	13	NUM
easat-2661	280	3	.	.	PUNCT
easat-2661	281	1	plot	plot	NOUN
easat-2661	281	2	of	of	ADP
easat-2661	281	3	east	east	PROPN
easat-2661	281	4	london	london	PROPN
easat-2661	281	5	acf	acf	PROPN
easat-2661	281	6	and	and	CCONJ
easat-2661	281	7	pacf	pacf	PROPN
easat-2661	281	8	.	.	PUNCT
easat-2661	282	1	according	accord	VERB
easat-2661	282	2	to	to	ADP
easat-2661	282	3	the	the	DET
easat-2661	282	4	acf	acf	PROPN
easat-2661	282	5	and	and	CCONJ
easat-2661	282	6	pacf	pacf	NOUN
easat-2661	282	7	plots	plot	NOUN
easat-2661	282	8	of	of	ADP
easat-2661	282	9	the	the	DET
easat-2661	282	10	time	time	NOUN
easat-2661	282	11	series	series	PROPN
easat-2661	282	12	rain	rain	NOUN
easat-2661	282	13	attenuation	attenuation	NOUN
easat-2661	282	14	data	datum	NOUN
easat-2661	282	15	,	,	PUNCT
easat-2661	282	16	the	the	DET
easat-2661	282	17	significant	significant	ADJ
easat-2661	282	18	value	value	NOUN
easat-2661	282	19	of	of	ADP
easat-2661	282	20	the	the	DET
easat-2661	282	21	lag	lag	NOUN
easat-2661	282	22	is	be	AUX
easat-2661	282	23	minimal	minimal	ADJ
easat-2661	282	24	.	.	PUNCT
easat-2661	283	1	3.3	3.3	NUM
easat-2661	283	2	.	.	PUNCT
easat-2661	284	1	sarima	sarima	NOUN
easat-2661	284	2	and	and	CCONJ
easat-2661	284	3	arima	arima	PROPN
easat-2661	284	4	model	model	NOUN
easat-2661	284	5	prediction	prediction	NOUN
easat-2661	284	6	in	in	ADP
easat-2661	284	7	the	the	DET
easat-2661	284	8	context	context	NOUN
easat-2661	284	9	of	of	ADP
easat-2661	284	10	a	a	DET
easat-2661	284	11	few	few	ADJ
easat-2661	284	12	models	model	NOUN
easat-2661	284	13	,	,	PUNCT
easat-2661	284	14	we	we	PRON
easat-2661	284	15	examine	examine	VERB
easat-2661	284	16	arima	arima	PROPN
easat-2661	284	17	and	and	CCONJ
easat-2661	284	18	sarima	sarima	NOUN
easat-2661	284	19	models	model	NOUN
easat-2661	284	20	.	.	PUNCT
easat-2661	285	1	table	table	NOUN
easat-2661	285	2	1	1	NUM
easat-2661	285	3	displays	display	VERB
easat-2661	285	4	the	the	DET
easat-2661	285	5	combination	combination	NOUN
easat-2661	285	6	of	of	ADP
easat-2661	285	7	the	the	DET
easat-2661	285	8	arima	arima	PROPN
easat-2661	285	9	and	and	CCONJ
easat-2661	285	10	sarima	sarima	PROPN
easat-2661	285	11	model	model	NOUN
easat-2661	285	12	.	.	PUNCT
easat-2661	286	1	3114	3114	NUM
easat-2661	286	2	edelweiss	edelweiss	PROPN
easat-2661	286	3	applied	apply	VERB
easat-2661	286	4	science	science	NOUN
easat-2661	286	5	and	and	CCONJ
easat-2661	286	6	technology	technology	NOUN
easat-2661	286	7	issn	issn	PROPN
easat-2661	286	8	:	:	PUNCT
easat-2661	286	9	2576	2576	NUM
easat-2661	286	10	-	-	SYM
easat-2661	286	11	8484	8484	NUM
easat-2661	286	12	vol	vol	NOUN
easat-2661	286	13	.	.	PROPN
easat-2661	286	14	8	8	NUM
easat-2661	286	15	,	,	PUNCT
easat-2661	286	16	no	no	INTJ
easat-2661	286	17	.	.	NOUN
easat-2661	287	1	6	6	NUM
easat-2661	287	2	:	:	SYM
easat-2661	287	3	3100	3100	NUM
easat-2661	287	4	-	-	SYM
easat-2661	287	5	3128	3128	NUM
easat-2661	287	6	,	,	PUNCT
easat-2661	287	7	2024	2024	NUM
easat-2661	287	8	doi	doi	NOUN
easat-2661	287	9	:	:	PUNCT
easat-2661	287	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	287	11	©	©	PROPN
easat-2661	287	12	2024	2024	NUM
easat-2661	287	13	by	by	ADP
easat-2661	287	14	the	the	DET
easat-2661	287	15	authors	author	NOUN
easat-2661	287	16	;	;	PUNCT
easat-2661	287	17	licensee	licensee	PROPN
easat-2661	287	18	learning	learn	VERB
easat-2661	287	19	gate	gate	NOUN
easat-2661	287	20	table	table	NOUN
easat-2661	287	21	1	1	NUM
easat-2661	287	22	.	.	PUNCT
easat-2661	287	23	prediction	prediction	NOUN
easat-2661	287	24	based	base	VERB
easat-2661	287	25	on	on	ADP
easat-2661	287	26	arima	arima	PROPN
easat-2661	287	27	and	and	CCONJ
easat-2661	287	28	sarima	sarima	NOUN
easat-2661	287	29	model	model	NOUN
easat-2661	287	30	(	(	PUNCT
easat-2661	287	31	p	p	X
easat-2661	287	32	,	,	PUNCT
easat-2661	287	33	d	d	NOUN
easat-2661	287	34	,	,	PUNCT
easat-2661	287	35	q	q	NOUN
easat-2661	287	36	)	)	PUNCT
easat-2661	287	37	(	(	PUNCT
easat-2661	287	38	p	p	X
easat-2661	287	39	,	,	PUNCT
easat-2661	287	40	d	d	NOUN
easat-2661	287	41	,	,	PUNCT
easat-2661	287	42	q	q	NOUN
easat-2661	287	43	)	)	PUNCT
easat-2661	287	44	(	(	PUNCT
easat-2661	287	45	12	12	X
easat-2661	287	46	)	)	PUNCT
easat-2661	287	47	arima	arima	NOUN
easat-2661	287	48	model	model	NOUN
easat-2661	287	49	aic	aic	PROPN
easat-2661	287	50	adf	adf	PROPN
easat-2661	287	51	p	p	NOUN
easat-2661	287	52	-	-	PUNCT
easat-2661	287	53	value	value	NOUN
easat-2661	287	54	ljung	ljung	PROPN
easat-2661	287	55	-	-	PUNCT
easat-2661	287	56	box	box	NOUN
easat-2661	287	57	(	(	PUNCT
easat-2661	287	58	0,1,1	0,1,1	NOUN
easat-2661	287	59	)	)	PUNCT
easat-2661	287	60	451.88	451.88	NUM
easat-2661	287	61	2.02	2.02	NUM
easat-2661	287	62	0.01	0.01	NUM
easat-2661	287	63	3.21	3.21	NUM
easat-2661	287	64	(	(	PUNCT
easat-2661	287	65	2,1,0	2,1,0	NUM
easat-2661	287	66	)	)	PUNCT
easat-2661	287	67	358.72	358.72	NUM
easat-2661	287	68	2.40	2.40	NUM
easat-2661	287	69	0.02	0.02	NUM
easat-2661	287	70	0.17	0.17	NUM
easat-2661	287	71	(	(	PUNCT
easat-2661	287	72	0,1,2	0,1,2	NUM
easat-2661	287	73	)	)	PUNCT
easat-2661	287	74	87.349	87.349	NUM
easat-2661	287	75	0.42	0.42	NUM
easat-2661	287	76	0.02	0.02	NUM
easat-2661	287	77	0.14	0.14	NUM
easat-2661	287	78	(	(	PUNCT
easat-2661	287	79	2,1,1	2,1,1	NUM
easat-2661	287	80	)	)	PUNCT
easat-2661	288	1	239.88	239.88	NUM
easat-2661	288	2	0.58	0.58	NUM
easat-2661	288	3	0.01	0.01	NUM
easat-2661	288	4	0.00	0.00	NUM
easat-2661	288	5	(	(	PUNCT
easat-2661	288	6	0,1,2	0,1,2	NUM
easat-2661	288	7	)	)	PUNCT
easat-2661	288	8	179.95	179.95	NUM
easat-2661	288	9	0.07	0.07	NUM
easat-2661	288	10	0.01	0.01	NUM
easat-2661	288	11	0.01	0.01	NUM
easat-2661	288	12	(	(	PUNCT
easat-2661	288	13	0,1,0	0,1,0	NUM
easat-2661	288	14	)	)	PUNCT
easat-2661	288	15	12.866	12.866	NUM
easat-2661	288	16	1.56	1.56	NUM
easat-2661	288	17	0.04	0.04	NUM
easat-2661	288	18	3.21	3.21	NUM
easat-2661	288	19	sarima	sarima	NOUN
easat-2661	288	20	model	model	NOUN
easat-2661	288	21	aic	aic	PROPN
easat-2661	288	22	adf	adf	PROPN
easat-2661	288	23	p	p	NOUN
easat-2661	288	24	-	-	PUNCT
easat-2661	288	25	value	value	NOUN
easat-2661	288	26	ljung	ljung	PROPN
easat-2661	288	27	-	-	PUNCT
easat-2661	288	28	box	box	NOUN
easat-2661	288	29	(	(	PUNCT
easat-2661	288	30	0,1,1	0,1,1	NUM
easat-2661	288	31	)	)	PUNCT
easat-2661	288	32	(	(	PUNCT
easat-2661	288	33	0,1,1	0,1,1	NUM
easat-2661	288	34	)	)	PUNCT
easat-2661	288	35	(	(	PUNCT
easat-2661	288	36	12	12	NUM
easat-2661	288	37	)	)	PUNCT
easat-2661	288	38	458.32	458.32	NUM
easat-2661	288	39	2.02	2.02	NUM
easat-2661	288	40	0.01	0.01	NUM
easat-2661	288	41	3.31	3.31	NUM
easat-2661	288	42	(	(	PUNCT
easat-2661	288	43	2,1,0	2,1,0	NUM
easat-2661	288	44	)	)	PUNCT
easat-2661	288	45	(	(	PUNCT
easat-2661	288	46	2,1,0	2,1,0	NUM
easat-2661	288	47	)	)	PUNCT
easat-2661	288	48	(	(	PUNCT
easat-2661	288	49	12	12	NUM
easat-2661	288	50	)	)	PUNCT
easat-2661	288	51	781.15	781.15	NUM
easat-2661	288	52	2.40	2.40	NUM
easat-2661	288	53	0.02	0.02	NUM
easat-2661	288	54	0.32	0.32	NUM
easat-2661	288	55	(	(	PUNCT
easat-2661	288	56	0,1,2	0,1,2	NUM
easat-2661	288	57	)	)	PUNCT
easat-2661	288	58	(	(	PUNCT
easat-2661	288	59	0,1,1	0,1,1	NUM
easat-2661	288	60	)	)	PUNCT
easat-2661	288	61	(	(	PUNCT
easat-2661	288	62	12	12	NUM
easat-2661	288	63	)	)	PUNCT
easat-2661	288	64	532.82	532.82	NUM
easat-2661	288	65	0.42	0.42	NUM
easat-2661	288	66	0.02	0.02	NUM
easat-2661	288	67	0.02	0.02	NUM
easat-2661	288	68	(	(	PUNCT
easat-2661	288	69	2,1,1	2,1,1	NUM
easat-2661	288	70	)	)	PUNCT
easat-2661	288	71	(	(	PUNCT
easat-2661	288	72	2,1,0	2,1,0	NUM
easat-2661	288	73	)	)	PUNCT
easat-2661	288	74	(	(	PUNCT
easat-2661	288	75	12	12	NUM
easat-2661	288	76	)	)	PUNCT
easat-2661	288	77	577.02	577.02	NUM
easat-2661	288	78	0.58	0.58	NUM
easat-2661	288	79	0.01	0.01	NUM
easat-2661	288	80	0.02	0.02	NUM
easat-2661	288	81	(	(	PUNCT
easat-2661	288	82	0,1,2	0,1,2	NUM
easat-2661	288	83	)	)	PUNCT
easat-2661	288	84	(	(	PUNCT
easat-2661	288	85	0,1,2	0,1,2	X
easat-2661	288	86	)	)	PUNCT
easat-2661	288	87	(	(	PUNCT
easat-2661	288	88	12	12	NUM
easat-2661	288	89	)	)	PUNCT
easat-2661	288	90	370.18	370.18	NUM
easat-2661	288	91	0.07	0.07	NUM
easat-2661	288	92	0.01	0.01	NUM
easat-2661	288	93	0.01	0.01	NUM
easat-2661	288	94	(	(	PUNCT
easat-2661	288	95	0,1,0	0,1,0	NUM
easat-2661	288	96	)	)	PUNCT
easat-2661	288	97	(	(	PUNCT
easat-2661	288	98	0,1,1	0,1,1	NUM
easat-2661	288	99	)	)	PUNCT
easat-2661	288	100	(	(	PUNCT
easat-2661	288	101	12	12	NUM
easat-2661	288	102	)	)	PUNCT
easat-2661	288	103	188.87	188.87	NUM
easat-2661	288	104	1.56	1.56	NUM
easat-2661	288	105	0.04	0.04	NUM
easat-2661	288	106	1.37	1.37	NUM
easat-2661	288	107	table	table	NOUN
easat-2661	288	108	2	2	NUM
easat-2661	288	109	.	.	PUNCT
easat-2661	288	110	performance	performance	NOUN
easat-2661	288	111	metrics	metric	NOUN
easat-2661	288	112	for	for	ADP
easat-2661	288	113	arima	arima	PROPN
easat-2661	288	114	model	model	NOUN
easat-2661	288	115	(	(	PUNCT
easat-2661	288	116	p	p	X
easat-2661	288	117	,	,	PUNCT
easat-2661	288	118	d	d	NOUN
easat-2661	288	119	,	,	PUNCT
easat-2661	288	120	q	q	NOUN
easat-2661	288	121	)	)	PUNCT
easat-2661	288	122	.	.	PUNCT
easat-2661	289	1	arima	arima	PROPN
easat-2661	289	2	model	model	PROPN
easat-2661	289	3	mse	mse	PROPN
easat-2661	289	4	rmse	rmse	PROPN
easat-2661	289	5	mae	mae	PROPN
easat-2661	289	6	r2	r2	PROPN
easat-2661	289	7	std	std	PROPN
easat-2661	289	8	.	.	PUNCT
easat-2661	290	1	err	err	NOUN
easat-2661	290	2	(	(	PUNCT
easat-2661	290	3	0,1,1	0,1,1	NUM
easat-2661	290	4	)	)	PUNCT
easat-2661	290	5	1.44	1.44	NUM
easat-2661	290	6	2.10	2.10	NUM
easat-2661	290	7	1.41	1.41	NUM
easat-2661	290	8	0.50	0.50	NUM
easat-2661	290	9	0.093	0.093	NUM
easat-2661	290	10	(	(	PUNCT
easat-2661	290	11	2,1,0	2,1,0	NUM
easat-2661	290	12	)	)	PUNCT
easat-2661	290	13	2.45	2.45	NUM
easat-2661	290	14	6.01	6.01	NUM
easat-2661	290	15	2.09	2.09	NUM
easat-2661	290	16	0.40	0.40	NUM
easat-2661	290	17	0.096	0.096	NUM
easat-2661	290	18	(	(	PUNCT
easat-2661	290	19	0,1,2	0,1,2	NUM
easat-2661	290	20	)	)	PUNCT
easat-2661	290	21	0.78	0.78	NUM
easat-2661	290	22	0.88	0.88	NUM
easat-2661	290	23	0.12	0.12	NUM
easat-2661	290	24	0.75	0.75	NUM
easat-2661	290	25	0.102	0.102	NUM
easat-2661	290	26	(	(	PUNCT
easat-2661	290	27	2,1,1	2,1,1	NUM
easat-2661	290	28	)	)	PUNCT
easat-2661	290	29	1.89	1.89	NUM
easat-2661	290	30	3.60	3.60	NUM
easat-2661	290	31	6.18	6.18	NUM
easat-2661	290	32	0.35	0.35	NUM
easat-2661	290	33	0.289	0.289	NUM
easat-2661	290	34	(	(	PUNCT
easat-2661	290	35	0,1,2	0,1,2	NUM
easat-2661	290	36	)	)	PUNCT
easat-2661	290	37	6.36	6.36	NUM
easat-2661	290	38	7.98	7.98	NUM
easat-2661	290	39	8.03	8.03	NUM
easat-2661	290	40	0.50	0.50	NUM
easat-2661	290	41	0.060	0.060	NUM
easat-2661	290	42	(	(	PUNCT
easat-2661	290	43	0,1,0	0,1,0	NUM
easat-2661	290	44	)	)	PUNCT
easat-2661	290	45	7.31	7.31	NUM
easat-2661	290	46	2.70	2.70	NUM
easat-2661	290	47	3.72	3.72	NUM
easat-2661	290	48	0.40	0.40	NUM
easat-2661	290	49	0.016	0.016	NUM
easat-2661	290	50	table	table	NOUN
easat-2661	290	51	3	3	NUM
easat-2661	290	52	.	.	PUNCT
easat-2661	290	53	performance	performance	NOUN
easat-2661	290	54	metrics	metric	NOUN
easat-2661	290	55	for	for	ADP
easat-2661	290	56	sarima	sarima	NOUN
easat-2661	290	57	model	model	NOUN
easat-2661	290	58	(	(	PUNCT
easat-2661	290	59	p	p	X
easat-2661	290	60	,	,	PUNCT
easat-2661	290	61	d	d	NOUN
easat-2661	290	62	,	,	PUNCT
easat-2661	290	63	q	q	NOUN
easat-2661	290	64	)	)	PUNCT
easat-2661	290	65	(	(	PUNCT
easat-2661	290	66	p	p	X
easat-2661	290	67	,	,	PUNCT
easat-2661	290	68	d	d	NOUN
easat-2661	290	69	,	,	PUNCT
easat-2661	290	70	q	q	NOUN
easat-2661	290	71	)	)	PUNCT
easat-2661	290	72	(	(	PUNCT
easat-2661	290	73	12	12	NUM
easat-2661	290	74	)	)	PUNCT
easat-2661	290	75	sarima	sarima	NOUN
easat-2661	290	76	model	model	PROPN
easat-2661	290	77	mse	mse	PROPN
easat-2661	290	78	rmse	rmse	PROPN
easat-2661	290	79	mae	mae	PROPN
easat-2661	290	80	r2	r2	PROPN
easat-2661	290	81	std	std	PROPN
easat-2661	290	82	.	.	PUNCT
easat-2661	291	1	err	err	NOUN
easat-2661	291	2	(	(	PUNCT
easat-2661	291	3	0,1,1	0,1,1	NUM
easat-2661	291	4	)	)	PUNCT
easat-2661	291	5	(	(	PUNCT
easat-2661	291	6	0,1,1	0,1,1	NUM
easat-2661	291	7	)	)	PUNCT
easat-2661	291	8	(	(	PUNCT
easat-2661	291	9	12	12	NUM
easat-2661	291	10	)	)	PUNCT
easat-2661	291	11	86.58	86.58	NUM
easat-2661	291	12	9.31	9.31	NUM
easat-2661	291	13	6.19	6.19	NUM
easat-2661	291	14	0.86	0.86	NUM
easat-2661	291	15	0.090	0.090	NUM
easat-2661	291	16	(	(	PUNCT
easat-2661	291	17	2,1,0	2,1,0	NUM
easat-2661	291	18	)	)	PUNCT
easat-2661	291	19	(	(	PUNCT
easat-2661	291	20	2,1,0	2,1,0	NUM
easat-2661	291	21	)	)	PUNCT
easat-2661	291	22	(	(	PUNCT
easat-2661	291	23	12	12	NUM
easat-2661	291	24	)	)	PUNCT
easat-2661	291	25	75.18	75.18	NUM
easat-2661	291	26	8.67	8.67	NUM
easat-2661	291	27	5.71	5.71	NUM
easat-2661	291	28	0.52	0.52	NUM
easat-2661	291	29	0.101	0.101	NUM
easat-2661	291	30	(	(	PUNCT
easat-2661	291	31	0,1,2	0,1,2	NUM
easat-2661	291	32	)	)	PUNCT
easat-2661	291	33	(	(	PUNCT
easat-2661	291	34	0,1,1	0,1,1	NUM
easat-2661	291	35	)	)	PUNCT
easat-2661	291	36	(	(	PUNCT
easat-2661	291	37	12	12	NUM
easat-2661	291	38	)	)	PUNCT
easat-2661	291	39	26.87	26.87	NUM
easat-2661	291	40	5.18	5.18	NUM
easat-2661	291	41	4.04	4.04	NUM
easat-2661	291	42	0.35	0.35	NUM
easat-2661	291	43	0.183	0.183	NUM
easat-2661	291	44	(	(	PUNCT
easat-2661	291	45	2,1,1	2,1,1	NUM
easat-2661	291	46	)	)	PUNCT
easat-2661	291	47	(	(	PUNCT
easat-2661	291	48	2,1,0	2,1,0	NUM
easat-2661	291	49	)	)	PUNCT
easat-2661	291	50	(	(	PUNCT
easat-2661	291	51	12	12	NUM
easat-2661	291	52	)	)	PUNCT
easat-2661	291	53	28.66	28.66	NUM
easat-2661	291	54	5.35	5.35	NUM
easat-2661	291	55	3.27	3.27	NUM
easat-2661	291	56	0.33	0.33	NUM
easat-2661	291	57	0.086	0.086	NUM
easat-2661	291	58	(	(	PUNCT
easat-2661	291	59	0,1,2	0,1,2	NUM
easat-2661	291	60	)	)	PUNCT
easat-2661	291	61	(	(	PUNCT
easat-2661	291	62	0,1,2	0,1,2	X
easat-2661	291	63	)	)	PUNCT
easat-2661	291	64	(	(	PUNCT
easat-2661	291	65	12	12	NUM
easat-2661	291	66	)	)	PUNCT
easat-2661	291	67	3.54	3.54	NUM
easat-2661	291	68	1.88	1.88	NUM
easat-2661	291	69	1.36	1.36	NUM
easat-2661	291	70	0.30	0.30	NUM
easat-2661	291	71	0.376	0.376	NUM
easat-2661	291	72	(	(	PUNCT
easat-2661	291	73	0,1,0	0,1,0	NUM
easat-2661	291	74	)	)	PUNCT
easat-2661	291	75	(	(	PUNCT
easat-2661	291	76	0,1,1	0,1,1	NUM
easat-2661	291	77	)	)	PUNCT
easat-2661	291	78	(	(	PUNCT
easat-2661	291	79	12	12	NUM
easat-2661	291	80	)	)	PUNCT
easat-2661	291	81	7.31	7.31	NUM
easat-2661	291	82	2.70	2.70	NUM
easat-2661	291	83	3.71	3.71	NUM
easat-2661	291	84	0.40	0.40	NUM
easat-2661	291	85	0.353	0.353	NUM
easat-2661	291	86	3.4	3.4	NUM
easat-2661	291	87	.	.	PUNCT
easat-2661	292	1	forecasting	forecasting	NOUN
easat-2661	292	2	time	time	PROPN
easat-2661	292	3	series	series	PROPN
easat-2661	292	4	analysis	analysis	NOUN
easat-2661	292	5	's	's	PART
easat-2661	292	6	principal	principal	ADJ
easat-2661	292	7	purpose	purpose	NOUN
easat-2661	292	8	is	be	AUX
easat-2661	292	9	to	to	PART
easat-2661	292	10	anticipate	anticipate	VERB
easat-2661	292	11	future	future	ADJ
easat-2661	292	12	values	value	NOUN
easat-2661	292	13	[	[	X
easat-2661	292	14	5	5	NUM
easat-2661	292	15	]	]	PUNCT
easat-2661	292	16	.	.	PUNCT
easat-2661	293	1	the	the	DET
easat-2661	293	2	model	model	NOUN
easat-2661	293	3	is	be	AUX
easat-2661	293	4	prepared	prepare	VERB
easat-2661	293	5	for	for	ADP
easat-2661	293	6	prediction	prediction	NOUN
easat-2661	293	7	after	after	SCONJ
easat-2661	293	8	the	the	DET
easat-2661	293	9	best	good	ADJ
easat-2661	293	10	one	one	NOUN
easat-2661	293	11	is	be	AUX
easat-2661	293	12	chosen	choose	VERB
easat-2661	293	13	.	.	PUNCT
easat-2661	294	1	the	the	DET
easat-2661	294	2	forecasting	forecasting	NOUN
easat-2661	294	3	approach	approach	NOUN
easat-2661	294	4	is	be	AUX
easat-2661	294	5	meant	mean	VERB
easat-2661	294	6	to	to	PART
easat-2661	294	7	increase	increase	VERB
easat-2661	294	8	trust	trust	NOUN
easat-2661	294	9	in	in	ADP
easat-2661	294	10	the	the	DET
easat-2661	294	11	upcoming	upcoming	ADJ
easat-2661	294	12	data	datum	NOUN
easat-2661	294	13	.	.	PUNCT
easat-2661	295	1	it	it	PRON
easat-2661	295	2	was	be	AUX
easat-2661	295	3	observed	observe	VERB
easat-2661	295	4	that	that	SCONJ
easat-2661	295	5	the	the	DET
easat-2661	295	6	attenuation	attenuation	NOUN
easat-2661	295	7	for	for	ADP
easat-2661	295	8	each	each	DET
easat-2661	295	9	location	location	NOUN
easat-2661	295	10	under	under	ADP
easat-2661	295	11	study	study	NOUN
easat-2661	295	12	follows	follow	VERB
easat-2661	295	13	the	the	DET
easat-2661	295	14	same	same	ADJ
easat-2661	295	15	trend	trend	NOUN
easat-2661	295	16	,	,	PUNCT
easat-2661	295	17	indicating	indicate	VERB
easat-2661	295	18	that	that	SCONJ
easat-2661	295	19	the	the	DET
easat-2661	295	20	attenuation	attenuation	NOUN
easat-2661	295	21	will	will	AUX
easat-2661	295	22	occur	occur	VERB
easat-2661	295	23	in	in	ADP
easat-2661	295	24	the	the	DET
easat-2661	295	25	same	same	ADJ
easat-2661	295	26	period	period	NOUN
easat-2661	295	27	of	of	ADP
easat-2661	295	28	the	the	DET
easat-2661	295	29	transmission	transmission	NOUN
easat-2661	295	30	of	of	ADP
easat-2661	295	31	the	the	DET
easat-2661	295	32	signal	signal	NOUN
easat-2661	295	33	at	at	ADP
easat-2661	295	34	various	various	ADJ
easat-2661	295	35	locations	location	NOUN
easat-2661	295	36	across	across	ADP
easat-2661	295	37	south	south	PROPN
easat-2661	295	38	africa	africa	PROPN
easat-2661	295	39	.	.	PUNCT
easat-2661	296	1	in	in	ADP
easat-2661	296	2	order	order	NOUN
easat-2661	296	3	to	to	PART
easat-2661	296	4	determine	determine	VERB
easat-2661	296	5	whether	whether	SCONJ
easat-2661	296	6	non	non	ADJ
easat-2661	296	7	-	-	ADJ
easat-2661	296	8	stationarity	stationarity	ADJ
easat-2661	296	9	,	,	PUNCT
easat-2661	296	10	seasonality	seasonality	NOUN
easat-2661	296	11	,	,	PUNCT
easat-2661	296	12	and	and	CCONJ
easat-2661	296	13	trend	trend	NOUN
easat-2661	296	14	were	be	AUX
easat-2661	296	15	present	present	ADJ
easat-2661	296	16	,	,	PUNCT
easat-2661	296	17	the	the	DET
easat-2661	296	18	time	time	NOUN
easat-2661	296	19	series	series	PROPN
easat-2661	296	20	plot	plot	NOUN
easat-2661	296	21	and	and	CCONJ
easat-2661	296	22	correlogram	correlogram	NOUN
easat-2661	296	23	of	of	ADP
easat-2661	296	24	the	the	DET
easat-2661	296	25	series	series	NOUN
easat-2661	296	26	were	be	AUX
easat-2661	296	27	examined	examine	VERB
easat-2661	296	28	.	.	PUNCT
easat-2661	297	1	the	the	DET
easat-2661	297	2	time	time	NOUN
easat-2661	297	3	plot	plot	NOUN
easat-2661	297	4	of	of	ADP
easat-2661	297	5	figures	figure	NOUN
easat-2661	297	6	2	2	NUM
easat-2661	297	7	to	to	PART
easat-2661	297	8	7	7	NUM
easat-2661	297	9	shows	show	VERB
easat-2661	297	10	wave	wave	NOUN
easat-2661	297	11	-	-	PUNCT
easat-2661	297	12	like	like	ADJ
easat-2661	297	13	patterns	pattern	NOUN
easat-2661	297	14	,	,	PUNCT
easat-2661	297	15	which	which	PRON
easat-2661	297	16	makes	make	VERB
easat-2661	297	17	it	it	PRON
easat-2661	297	18	clear	clear	ADJ
easat-2661	297	19	that	that	SCONJ
easat-2661	297	20	the	the	DET
easat-2661	297	21	series	series	NOUN
easat-2661	297	22	has	have	VERB
easat-2661	297	23	seasonal	seasonal	ADJ
easat-2661	297	24	components	component	NOUN
easat-2661	297	25	.	.	PUNCT
easat-2661	298	1	the	the	DET
easat-2661	298	2	sinusoidal	sinusoidal	ADJ
easat-2661	298	3	structure	structure	NOUN
easat-2661	298	4	of	of	ADP
easat-2661	298	5	the	the	DET
easat-2661	298	6	acf	acf	NOUN
easat-2661	298	7	plots	plot	VERB
easat-2661	298	8	in	in	ADP
easat-2661	298	9	figures	figure	NOUN
easat-2661	298	10	8	8	NUM
easat-2661	298	11	to	to	PART
easat-2661	298	12	13	13	NUM
easat-2661	298	13	serves	serve	NOUN
easat-2661	298	14	as	as	ADP
easat-2661	298	15	proof	proof	NOUN
easat-2661	298	16	of	of	ADP
easat-2661	298	17	this	this	PRON
easat-2661	298	18	.	.	PUNCT
easat-2661	299	1	furthermore	furthermore	ADV
easat-2661	299	2	,	,	PUNCT
easat-2661	299	3	it	it	PRON
easat-2661	299	4	is	be	AUX
easat-2661	299	5	3115	3115	NUM
easat-2661	299	6	edelweiss	edelweiss	PROPN
easat-2661	299	7	applied	apply	VERB
easat-2661	299	8	science	science	NOUN
easat-2661	299	9	and	and	CCONJ
easat-2661	299	10	technology	technology	NOUN
easat-2661	299	11	issn	issn	PROPN
easat-2661	299	12	:	:	PUNCT
easat-2661	299	13	2576	2576	NUM
easat-2661	299	14	-	-	SYM
easat-2661	299	15	8484	8484	NUM
easat-2661	299	16	vol	vol	NOUN
easat-2661	299	17	.	.	PROPN
easat-2661	299	18	8	8	NUM
easat-2661	299	19	,	,	PUNCT
easat-2661	299	20	no	no	INTJ
easat-2661	299	21	.	.	NOUN
easat-2661	300	1	6	6	NUM
easat-2661	300	2	:	:	SYM
easat-2661	300	3	3100	3100	NUM
easat-2661	300	4	-	-	SYM
easat-2661	300	5	3128	3128	NUM
easat-2661	300	6	,	,	PUNCT
easat-2661	300	7	2024	2024	NUM
easat-2661	300	8	doi	doi	NOUN
easat-2661	300	9	:	:	PUNCT
easat-2661	300	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	300	11	©	©	PROPN
easat-2661	300	12	2024	2024	NUM
easat-2661	300	13	by	by	ADP
easat-2661	300	14	the	the	DET
easat-2661	300	15	authors	author	NOUN
easat-2661	300	16	;	;	PUNCT
easat-2661	300	17	licensee	licensee	PROPN
easat-2661	300	18	learning	learning	NOUN
easat-2661	300	19	gate	gate	VERB
easat-2661	300	20	evident	evident	ADJ
easat-2661	300	21	from	from	ADP
easat-2661	300	22	figs	fig	NOUN
easat-2661	300	23	.	.	PUNCT
easat-2661	301	1	7–12	7–12	NUM
easat-2661	301	2	that	that	SCONJ
easat-2661	301	3	neither	neither	CCONJ
easat-2661	301	4	the	the	DET
easat-2661	301	5	mean	mean	NOUN
easat-2661	301	6	nor	nor	CCONJ
easat-2661	301	7	the	the	DET
easat-2661	301	8	variance	variance	NOUN
easat-2661	301	9	of	of	ADP
easat-2661	301	10	the	the	DET
easat-2661	301	11	series	series	NOUN
easat-2661	301	12	showed	show	VERB
easat-2661	301	13	any	any	DET
easat-2661	301	14	apparent	apparent	ADJ
easat-2661	301	15	fluctuations	fluctuation	NOUN
easat-2661	301	16	during	during	ADP
easat-2661	301	17	the	the	DET
easat-2661	301	18	investigated	investigated	ADJ
easat-2661	301	19	period	period	NOUN
easat-2661	301	20	.	.	PUNCT
easat-2661	302	1	we	we	PRON
easat-2661	302	2	applied	apply	VERB
easat-2661	302	3	seasonal	seasonal	ADJ
easat-2661	302	4	differencing	differencing	NOUN
easat-2661	302	5	to	to	ADP
easat-2661	302	6	the	the	DET
easat-2661	302	7	series	series	NOUN
easat-2661	302	8	,	,	PUNCT
easat-2661	302	9	as	as	SCONJ
easat-2661	302	10	evidenced	evidence	VERB
easat-2661	302	11	by	by	ADP
easat-2661	302	12	the	the	DET
easat-2661	302	13	time	time	NOUN
easat-2661	302	14	series	series	PROPN
easat-2661	302	15	plot	plot	PROPN
easat-2661	302	16	,	,	PUNCT
easat-2661	302	17	which	which	PRON
easat-2661	302	18	now	now	ADV
easat-2661	302	19	shows	show	VERB
easat-2661	302	20	stationarity	stationarity	NOUN
easat-2661	302	21	in	in	ADP
easat-2661	302	22	the	the	DET
easat-2661	302	23	series	series	NOUN
easat-2661	302	24	.	.	PUNCT
easat-2661	303	1	the	the	DET
easat-2661	303	2	results	result	NOUN
easat-2661	303	3	of	of	ADP
easat-2661	303	4	the	the	DET
easat-2661	303	5	augmented	augment	VERB
easat-2661	303	6	dickey	dickey	PROPN
easat-2661	303	7	fuller	full	ADJ
easat-2661	303	8	(	(	PUNCT
easat-2661	303	9	adf	adf	NOUN
easat-2661	303	10	)	)	PUNCT
easat-2661	303	11	test	test	NOUN
easat-2661	303	12	,	,	PUNCT
easat-2661	303	13	which	which	PRON
easat-2661	303	14	are	be	AUX
easat-2661	303	15	displayed	display	VERB
easat-2661	303	16	in	in	ADP
easat-2661	303	17	table	table	NOUN
easat-2661	303	18	1	1	NUM
easat-2661	303	19	,	,	PUNCT
easat-2661	303	20	further	far	ADV
easat-2661	303	21	verify	verify	VERB
easat-2661	303	22	that	that	SCONJ
easat-2661	303	23	the	the	DET
easat-2661	303	24	series	series	NOUN
easat-2661	303	25	became	become	VERB
easat-2661	303	26	stationary	stationary	ADJ
easat-2661	303	27	following	follow	VERB
easat-2661	303	28	the	the	DET
easat-2661	303	29	application	application	NOUN
easat-2661	303	30	of	of	ADP
easat-2661	303	31	seasonal	seasonal	ADJ
easat-2661	303	32	differencing	differencing	NOUN
easat-2661	303	33	.	.	PUNCT
easat-2661	304	1	table	table	NOUN
easat-2661	304	2	1	1	NUM
easat-2661	304	3	-3	-3	PUNCT
easat-2661	304	4	is	be	AUX
easat-2661	304	5	the	the	DET
easat-2661	304	6	summary	summary	NOUN
easat-2661	304	7	statistics	statistic	NOUN
easat-2661	304	8	and	and	CCONJ
easat-2661	304	9	graphs	graph	NOUN
easat-2661	304	10	in	in	ADP
easat-2661	304	11	fig	fig	NOUN
easat-2661	304	12	.	.	PUNCT
easat-2661	305	1	13	13	NUM
easat-2661	305	2	to	to	PART
easat-2661	305	3	18	18	NUM
easat-2661	305	4	is	be	AUX
easat-2661	305	5	attenuation	attenuation	NOUN
easat-2661	305	6	time	time	NOUN
easat-2661	305	7	series	series	PROPN
easat-2661	305	8	and	and	CCONJ
easat-2661	305	9	box	box	PROPN
easat-2661	305	10	plot	plot	NOUN
easat-2661	305	11	of	of	ADP
easat-2661	305	12	rain	rain	NOUN
easat-2661	305	13	induced	induce	VERB
easat-2661	305	14	attenuation	attenuation	NOUN
easat-2661	305	15	in	in	ADP
easat-2661	305	16	locations	location	NOUN
easat-2661	305	17	under	under	ADP
easat-2661	305	18	consideration	consideration	NOUN
easat-2661	305	19	.	.	PUNCT
easat-2661	306	1	the	the	DET
easat-2661	306	2	graph	graph	NOUN
easat-2661	306	3	shows	show	VERB
easat-2661	306	4	a	a	DET
easat-2661	306	5	gradual	gradual	ADJ
easat-2661	306	6	decrease	decrease	NOUN
easat-2661	306	7	in	in	ADP
easat-2661	306	8	attenuation	attenuation	NOUN
easat-2661	306	9	during	during	ADP
easat-2661	306	10	the	the	DET
easat-2661	306	11	late	late	ADJ
easat-2661	306	12	hours	hour	NOUN
easat-2661	306	13	of	of	ADP
easat-2661	306	14	the	the	DET
easat-2661	306	15	day	day	NOUN
easat-2661	306	16	.	.	PUNCT
easat-2661	307	1	the	the	DET
easat-2661	307	2	best	good	ADJ
easat-2661	307	3	model	model	NOUN
easat-2661	307	4	for	for	ADP
easat-2661	307	5	both	both	CCONJ
easat-2661	307	6	arima	arima	PROPN
easat-2661	307	7	and	and	CCONJ
easat-2661	307	8	sarima	sarima	NOUN
easat-2661	307	9	model	model	NOUN
easat-2661	307	10	was	be	AUX
easat-2661	307	11	identified	identify	VERB
easat-2661	307	12	using	use	VERB
easat-2661	307	13	aic	aic	PROPN
easat-2661	307	14	,	,	PUNCT
easat-2661	307	15	adf	adf	PROPN
easat-2661	307	16	and	and	CCONJ
easat-2661	307	17	p	p	NOUN
easat-2661	307	18	-	-	PUNCT
easat-2661	307	19	value	value	NOUN
easat-2661	307	20	.	.	PUNCT
easat-2661	308	1	the	the	DET
easat-2661	308	2	pacf	pacf	NOUN
easat-2661	308	3	plots	plot	NOUN
easat-2661	308	4	show	show	VERB
easat-2661	308	5	notable	notable	ADJ
easat-2661	308	6	rises	rise	NOUN
easat-2661	308	7	during	during	ADP
easat-2661	308	8	the	the	DET
easat-2661	308	9	first	first	ADJ
easat-2661	308	10	two	two	NUM
easat-2661	308	11	seasonal	seasonal	ADJ
easat-2661	308	12	lags	lag	NOUN
easat-2661	308	13	(	(	PUNCT
easat-2661	308	14	lags	lag	VERB
easat-2661	308	15	2	2	NUM
easat-2661	308	16	to	to	ADP
easat-2661	308	17	9	9	NUM
easat-2661	308	18	,	,	PUNCT
easat-2661	308	19	where	where	SCONJ
easat-2661	308	20	lags	lag	NOUN
easat-2661	308	21	are	be	AUX
easat-2661	308	22	in	in	ADP
easat-2661	308	23	months	month	NOUN
easat-2661	308	24	)	)	PUNCT
easat-2661	308	25	when	when	SCONJ
easat-2661	308	26	looking	look	VERB
easat-2661	308	27	at	at	ADP
easat-2661	308	28	figs	fig	NOUN
easat-2661	308	29	.	.	PUNCT
easat-2661	309	1	7–12	7–12	PROPN
easat-2661	309	2	.	.	PUNCT
easat-2661	310	1	the	the	DET
easat-2661	310	2	non	non	ADJ
easat-2661	310	3	-	-	ADJ
easat-2661	310	4	seasonal	seasonal	ADJ
easat-2661	310	5	delays	delay	NOUN
easat-2661	310	6	show	show	VERB
easat-2661	310	7	notable	notable	ADJ
easat-2661	310	8	increases	increase	NOUN
easat-2661	310	9	.	.	PUNCT
easat-2661	311	1	acf	acf	NOUN
easat-2661	311	2	plots	plot	NOUN
easat-2661	311	3	,	,	PUNCT
easat-2661	311	4	depicted	depict	VERB
easat-2661	311	5	in	in	ADP
easat-2661	311	6	figures	figure	NOUN
easat-2661	311	7	8	8	NUM
easat-2661	311	8	to	to	PART
easat-2661	311	9	13	13	NUM
easat-2661	311	10	,	,	PUNCT
easat-2661	311	11	reveal	reveal	VERB
easat-2661	311	12	a	a	DET
easat-2661	311	13	single	single	ADJ
easat-2661	311	14	significant	significant	ADJ
easat-2661	311	15	peak	peak	NOUN
easat-2661	311	16	during	during	ADP
easat-2661	311	17	the	the	DET
easat-2661	311	18	first	first	ADJ
easat-2661	311	19	seasonal	seasonal	ADJ
easat-2661	311	20	lag	lag	NOUN
easat-2661	311	21	(	(	PUNCT
easat-2661	311	22	lag	lag	NOUN
easat-2661	311	23	2	2	NUM
easat-2661	311	24	)	)	PUNCT
easat-2661	311	25	.	.	PUNCT
easat-2661	312	1	sarima	sarima	NOUN
easat-2661	312	2	(	(	PUNCT
easat-2661	312	3	0	0	NUM
easat-2661	312	4	,	,	PUNCT
easat-2661	312	5	1	1	NUM
easat-2661	312	6	,	,	PUNCT
easat-2661	312	7	0	0	NUM
easat-2661	312	8	)	)	PUNCT
easat-2661	312	9	(	(	PUNCT
easat-2661	312	10	0,1,1	0,1,1	NUM
easat-2661	312	11	)	)	PUNCT
easat-2661	312	12	(	(	PUNCT
easat-2661	312	13	12	12	NUM
easat-2661	312	14	)	)	PUNCT
easat-2661	312	15	appears	appear	VERB
easat-2661	312	16	to	to	PART
easat-2661	312	17	be	be	AUX
easat-2661	312	18	a	a	DET
easat-2661	312	19	suitable	suitable	ADJ
easat-2661	312	20	model	model	NOUN
easat-2661	312	21	based	base	VERB
easat-2661	312	22	on	on	ADP
easat-2661	312	23	the	the	DET
easat-2661	312	24	behaviors	behavior	NOUN
easat-2661	312	25	of	of	ADP
easat-2661	312	26	the	the	DET
easat-2661	312	27	correlogram	correlogram	NOUN
easat-2661	312	28	of	of	ADP
easat-2661	312	29	the	the	DET
easat-2661	312	30	seasonally	seasonally	ADV
easat-2661	312	31	differenced	differenced	ADJ
easat-2661	312	32	series	series	NOUN
easat-2661	312	33	.	.	PUNCT
easat-2661	313	1	the	the	DET
easat-2661	313	2	model	model	NOUN
easat-2661	313	3	's	's	PART
easat-2661	313	4	coefficients	coefficient	NOUN
easat-2661	313	5	were	be	AUX
easat-2661	313	6	evaluated	evaluate	VERB
easat-2661	313	7	using	use	VERB
easat-2661	313	8	the	the	DET
easat-2661	313	9	adf	adf	NOUN
easat-2661	313	10	,	,	PUNCT
easat-2661	313	11	and	and	CCONJ
easat-2661	313	12	the	the	DET
easat-2661	313	13	results	result	NOUN
easat-2661	313	14	were	be	AUX
easat-2661	313	15	satisfactory	satisfactory	ADJ
easat-2661	313	16	for	for	ADP
easat-2661	313	17	time	time	NOUN
easat-2661	313	18	series	series	PROPN
easat-2661	313	19	attenuation	attenuation	NOUN
easat-2661	313	20	prediction	prediction	NOUN
easat-2661	313	21	.	.	PUNCT
easat-2661	314	1	arima	arima	PROPN
easat-2661	314	2	and	and	CCONJ
easat-2661	314	3	sarima	sarima	NOUN
easat-2661	314	4	model	model	NOUN
easat-2661	314	5	were	be	AUX
easat-2661	314	6	evaluated	evaluate	VERB
easat-2661	314	7	and	and	CCONJ
easat-2661	314	8	compared	compare	VERB
easat-2661	314	9	in	in	ADP
easat-2661	314	10	terms	term	NOUN
easat-2661	314	11	of	of	ADP
easat-2661	314	12	root	root	NOUN
easat-2661	314	13	mean	mean	ADJ
easat-2661	314	14	square	square	ADJ
easat-2661	314	15	errors	error	NOUN
easat-2661	314	16	(	(	PUNCT
easat-2661	314	17	rmse	rmse	NOUN
easat-2661	314	18	)	)	PUNCT
easat-2661	314	19	,	,	PUNCT
easat-2661	314	20	mean	mean	VERB
easat-2661	314	21	absolute	absolute	ADJ
easat-2661	314	22	errors	error	NOUN
easat-2661	314	23	(	(	PUNCT
easat-2661	314	24	mae	mae	PROPN
easat-2661	314	25	)	)	PUNCT
easat-2661	314	26	,	,	PUNCT
easat-2661	314	27	mean	mean	VERB
easat-2661	314	28	absolute	absolute	ADJ
easat-2661	314	29	percentage	percentage	NOUN
easat-2661	314	30	errors	error	NOUN
easat-2661	314	31	(	(	PUNCT
easat-2661	314	32	mape	mape	NOUN
easat-2661	314	33	)	)	PUNCT
easat-2661	314	34	and	and	CCONJ
easat-2661	314	35	correlation	correlation	NOUN
easat-2661	314	36	co	co	ADJ
easat-2661	314	37	-	-	ADJ
easat-2661	314	38	efficient	efficient	ADJ
easat-2661	314	39	(	(	PUNCT
easat-2661	314	40	r2	r2	PROPN
easat-2661	314	41	)	)	PUNCT
easat-2661	314	42	.	.	PUNCT
easat-2661	315	1	the	the	DET
easat-2661	315	2	model	model	NOUN
easat-2661	315	3	that	that	PRON
easat-2661	315	4	meets	meet	VERB
easat-2661	315	5	the	the	DET
easat-2661	315	6	least	least	ADJ
easat-2661	315	7	amount	amount	NOUN
easat-2661	315	8	of	of	ADP
easat-2661	315	9	the	the	DET
easat-2661	315	10	specified	specify	VERB
easat-2661	315	11	requirements	requirement	NOUN
easat-2661	315	12	is	be	AUX
easat-2661	315	13	the	the	DET
easat-2661	315	14	best	good	ADJ
easat-2661	315	15	one	one	NUM
easat-2661	315	16	.	.	PUNCT
easat-2661	316	1	the	the	DET
easat-2661	316	2	time	time	NOUN
easat-2661	316	3	series	series	PROPN
easat-2661	316	4	plot	plot	PROPN
easat-2661	316	5	,	,	PUNCT
easat-2661	316	6	acf	acf	PROPN
easat-2661	316	7	and	and	CCONJ
easat-2661	316	8	pacf	pacf	NOUN
easat-2661	316	9	plots	plot	NOUN
easat-2661	316	10	,	,	PUNCT
easat-2661	316	11	histograms	histogram	NOUN
easat-2661	316	12	,	,	PUNCT
easat-2661	316	13	and	and	CCONJ
easat-2661	316	14	normal	normal	ADJ
easat-2661	316	15	q	q	ADJ
easat-2661	316	16	-	-	PUNCT
easat-2661	316	17	q	q	NOUN
easat-2661	316	18	plots	plot	NOUN
easat-2661	316	19	of	of	ADP
easat-2661	316	20	the	the	DET
easat-2661	316	21	fitted	fit	VERB
easat-2661	316	22	model	model	NOUN
easat-2661	316	23	's	's	PART
easat-2661	316	24	residuals	residual	NOUN
easat-2661	316	25	were	be	AUX
easat-2661	316	26	also	also	ADV
easat-2661	316	27	examined	examine	VERB
easat-2661	316	28	in	in	ADP
easat-2661	316	29	order	order	NOUN
easat-2661	316	30	to	to	PART
easat-2661	316	31	assess	assess	VERB
easat-2661	316	32	the	the	DET
easat-2661	316	33	model	model	NOUN
easat-2661	316	34	's	's	PART
easat-2661	316	35	suitability	suitability	NOUN
easat-2661	316	36	.	.	PUNCT
easat-2661	317	1	the	the	DET
easat-2661	317	2	ljung	ljung	PROPN
easat-2661	317	3	-	-	PUNCT
easat-2661	317	4	box	box	NOUN
easat-2661	317	5	test	test	NOUN
easat-2661	317	6	was	be	AUX
easat-2661	317	7	utilized	utilize	VERB
easat-2661	317	8	to	to	PART
easat-2661	317	9	determine	determine	VERB
easat-2661	317	10	whether	whether	SCONJ
easat-2661	317	11	or	or	CCONJ
easat-2661	317	12	not	not	PART
easat-2661	317	13	there	there	PRON
easat-2661	317	14	was	be	VERB
easat-2661	317	15	serial	serial	ADJ
easat-2661	317	16	correlation	correlation	NOUN
easat-2661	317	17	among	among	ADP
easat-2661	317	18	the	the	DET
easat-2661	317	19	fitted	fit	VERB
easat-2661	317	20	model	model	NOUN
easat-2661	317	21	's	's	PART
easat-2661	317	22	residuals	residual	NOUN
easat-2661	317	23	.	.	PUNCT
easat-2661	318	1	as	as	SCONJ
easat-2661	318	2	expected	expect	VERB
easat-2661	318	3	,	,	PUNCT
easat-2661	318	4	figures	figure	VERB
easat-2661	318	5	14	14	NUM
easat-2661	318	6	to	to	PART
easat-2661	318	7	19	19	NUM
easat-2661	318	8	demonstrate	demonstrate	NOUN
easat-2661	318	9	explicit	explicit	ADJ
easat-2661	318	10	that	that	SCONJ
easat-2661	318	11	the	the	DET
easat-2661	318	12	variance	variance	NOUN
easat-2661	318	13	remains	remain	VERB
easat-2661	318	14	constant	constant	ADJ
easat-2661	318	15	over	over	ADP
easat-2661	318	16	time	time	NOUN
easat-2661	318	17	and	and	CCONJ
easat-2661	318	18	the	the	DET
easat-2661	318	19	residuals	residual	NOUN
easat-2661	318	20	snap	snap	VERB
easat-2661	318	21	about	about	ADP
easat-2661	318	22	zero	zero	NUM
easat-2661	318	23	.	.	PUNCT
easat-2661	319	1	furthermore	furthermore	ADV
easat-2661	319	2	,	,	PUNCT
easat-2661	319	3	every	every	DET
easat-2661	319	4	spike	spike	NOUN
easat-2661	319	5	in	in	ADP
easat-2661	319	6	the	the	DET
easat-2661	319	7	acf	acf	PROPN
easat-2661	319	8	and	and	CCONJ
easat-2661	319	9	pacf	pacf	NOUN
easat-2661	319	10	plots	plot	NOUN
easat-2661	319	11	in	in	ADP
easat-2661	319	12	figures	figure	NOUN
easat-2661	319	13	8	8	NUM
easat-2661	319	14	to	to	PART
easat-2661	319	15	13	13	NUM
easat-2661	319	16	is	be	AUX
easat-2661	319	17	within	within	ADP
easat-2661	319	18	boundaries	boundary	NOUN
easat-2661	319	19	,	,	PUNCT
easat-2661	319	20	with	with	ADP
easat-2661	319	21	the	the	DET
easat-2661	319	22	exception	exception	NOUN
easat-2661	319	23	of	of	ADP
easat-2661	319	24	bloemfontein	bloemfontein	NOUN
easat-2661	319	25	and	and	CCONJ
easat-2661	319	26	east	east	PROPN
easat-2661	319	27	london	london	PROPN
easat-2661	319	28	,	,	PUNCT
easat-2661	319	29	indicating	indicate	VERB
easat-2661	319	30	that	that	SCONJ
easat-2661	319	31	none	none	NOUN
easat-2661	319	32	of	of	ADP
easat-2661	319	33	the	the	DET
easat-2661	319	34	spikes	spike	NOUN
easat-2661	319	35	are	be	AUX
easat-2661	319	36	substantial	substantial	ADJ
easat-2661	319	37	and	and	CCONJ
easat-2661	319	38	are	be	AUX
easat-2661	319	39	not	not	PART
easat-2661	319	40	autocorrelated	autocorrelate	VERB
easat-2661	319	41	.	.	PUNCT
easat-2661	320	1	the	the	DET
easat-2661	320	2	residuals	residual	NOUN
easat-2661	320	3	'	'	PART
easat-2661	320	4	normalcy	normalcy	NOUN
easat-2661	320	5	is	be	AUX
easat-2661	320	6	shown	show	VERB
easat-2661	320	7	in	in	ADP
easat-2661	320	8	figures	figure	NOUN
easat-2661	320	9	13	13	NUM
easat-2661	320	10	to	to	PART
easat-2661	320	11	18	18	NUM
easat-2661	320	12	.	.	PUNCT
easat-2661	321	1	the	the	DET
easat-2661	321	2	ljung	ljung	PROPN
easat-2661	321	3	-	-	PUNCT
easat-2661	321	4	box	box	NOUN
easat-2661	321	5	plot	plot	NOUN
easat-2661	321	6	test	test	NOUN
easat-2661	321	7	supports	support	VERB
easat-2661	321	8	the	the	DET
easat-2661	321	9	conclusion	conclusion	NOUN
easat-2661	321	10	that	that	SCONJ
easat-2661	321	11	the	the	DET
easat-2661	321	12	residuals	residual	NOUN
easat-2661	321	13	are	be	AUX
easat-2661	321	14	normal	normal	ADJ
easat-2661	321	15	and	and	CCONJ
easat-2661	321	16	do	do	AUX
easat-2661	321	17	not	not	PART
easat-2661	321	18	exhibit	exhibit	VERB
easat-2661	321	19	autocorrelation	autocorrelation	NOUN
easat-2661	321	20	,	,	PUNCT
easat-2661	321	21	with	with	ADP
easat-2661	321	22	a	a	DET
easat-2661	321	23	test	test	NOUN
easat-2661	321	24	statistics	statistic	NOUN
easat-2661	321	25	value	value	NOUN
easat-2661	321	26	of	of	ADP
easat-2661	321	27	1.37	1.37	NUM
easat-2661	321	28	and	and	CCONJ
easat-2661	321	29	a	a	DET
easat-2661	321	30	p	p	NOUN
easat-2661	321	31	-	-	PUNCT
easat-2661	321	32	value	value	NOUN
easat-2661	321	33	of	of	ADP
easat-2661	321	34	0.04	0.04	NUM
easat-2661	321	35	.	.	PUNCT
easat-2661	322	1	finally	finally	ADV
easat-2661	322	2	,	,	PUNCT
easat-2661	322	3	we	we	PRON
easat-2661	322	4	use	use	VERB
easat-2661	322	5	graphs	graph	NOUN
easat-2661	322	6	of	of	ADP
easat-2661	322	7	actual	actual	ADJ
easat-2661	322	8	and	and	CCONJ
easat-2661	322	9	forecasted	forecast	VERB
easat-2661	322	10	performance	performance	NOUN
easat-2661	322	11	measures	measure	NOUN
easat-2661	322	12	as	as	ADV
easat-2661	322	13	well	well	ADV
easat-2661	322	14	as	as	ADP
easat-2661	322	15	the	the	DET
easat-2661	322	16	forecasted	forecast	VERB
easat-2661	322	17	performance	performance	NOUN
easat-2661	322	18	measure	measure	NOUN
easat-2661	322	19	in	in	ADP
easat-2661	322	20	figure	figure	NOUN
easat-2661	322	21	14	14	NUM
easat-2661	322	22	–	–	PUNCT
easat-2661	322	23	fig	fig	NOUN
easat-2661	322	24	.	.	PUNCT
easat-2661	323	1	19	19	NUM
easat-2661	323	2	and	and	CCONJ
easat-2661	323	3	table	table	NOUN
easat-2661	323	4	2	2	NUM
easat-2661	323	5	and	and	CCONJ
easat-2661	323	6	3	3	NUM
easat-2661	323	7	,	,	PUNCT
easat-2661	323	8	respectively	respectively	ADV
easat-2661	323	9	,	,	PUNCT
easat-2661	323	10	to	to	PART
easat-2661	323	11	show	show	VERB
easat-2661	323	12	how	how	SCONJ
easat-2661	323	13	well	well	ADV
easat-2661	323	14	the	the	DET
easat-2661	323	15	fitted	fit	VERB
easat-2661	323	16	arima	arima	NOUN
easat-2661	323	17	and	and	CCONJ
easat-2661	323	18	sarima	sarima	NOUN
easat-2661	323	19	model	model	NOUN
easat-2661	323	20	performed	perform	VERB
easat-2661	323	21	in	in	ADP
easat-2661	323	22	forecasting	forecast	VERB
easat-2661	323	23	rain	rain	NOUN
easat-2661	323	24	-	-	PUNCT
easat-2661	323	25	induced	induce	VERB
easat-2661	323	26	attenuation	attenuation	NOUN
easat-2661	323	27	of	of	ADP
easat-2661	323	28	the	the	DET
easat-2661	323	29	stations	station	NOUN
easat-2661	323	30	under	under	ADP
easat-2661	323	31	investigation	investigation	NOUN
easat-2661	323	32	.	.	PUNCT
easat-2661	324	1	as	as	SCONJ
easat-2661	324	2	can	can	AUX
easat-2661	324	3	be	be	AUX
easat-2661	324	4	observed	observe	VERB
easat-2661	324	5	in	in	ADP
easat-2661	324	6	tables	table	NOUN
easat-2661	324	7	2	2	NUM
easat-2661	324	8	and	and	CCONJ
easat-2661	324	9	3	3	NUM
easat-2661	324	10	,	,	PUNCT
easat-2661	324	11	the	the	DET
easat-2661	324	12	values	value	NOUN
easat-2661	324	13	predicted	predict	VERB
easat-2661	324	14	by	by	ADP
easat-2661	324	15	the	the	DET
easat-2661	324	16	fitted	fit	VERB
easat-2661	324	17	sarima	sarima	NOUN
easat-2661	324	18	model	model	NOUN
easat-2661	324	19	are	be	AUX
easat-2661	324	20	closer	close	ADJ
easat-2661	324	21	to	to	ADP
easat-2661	324	22	the	the	DET
easat-2661	324	23	actual	actual	ADJ
easat-2661	324	24	values	value	NOUN
easat-2661	324	25	at	at	ADP
easat-2661	324	26	more	more	ADJ
easat-2661	324	27	time	time	NOUN
easat-2661	324	28	points	point	NOUN
easat-2661	324	29	than	than	ADP
easat-2661	324	30	the	the	DET
easat-2661	324	31	arima	arima	PROPN
easat-2661	324	32	model	model	NOUN
easat-2661	324	33	.	.	PUNCT
easat-2661	325	1	this	this	PRON
easat-2661	325	2	allows	allow	VERB
easat-2661	325	3	us	we	PRON
easat-2661	325	4	to	to	PART
easat-2661	325	5	evaluate	evaluate	VERB
easat-2661	325	6	the	the	DET
easat-2661	325	7	prediction	prediction	NOUN
easat-2661	325	8	performance	performance	NOUN
easat-2661	325	9	of	of	ADP
easat-2661	325	10	the	the	DET
easat-2661	325	11	two	two	NUM
easat-2661	325	12	techniques	technique	NOUN
easat-2661	325	13	.	.	PUNCT
easat-2661	326	1	3116	3116	NUM
easat-2661	326	2	edelweiss	edelweiss	PROPN
easat-2661	326	3	applied	apply	VERB
easat-2661	326	4	science	science	NOUN
easat-2661	326	5	and	and	CCONJ
easat-2661	326	6	technology	technology	NOUN
easat-2661	326	7	issn	issn	PROPN
easat-2661	326	8	:	:	PUNCT
easat-2661	326	9	2576	2576	NUM
easat-2661	326	10	-	-	SYM
easat-2661	326	11	8484	8484	NUM
easat-2661	326	12	vol	vol	NOUN
easat-2661	326	13	.	.	PROPN
easat-2661	326	14	8	8	NUM
easat-2661	326	15	,	,	PUNCT
easat-2661	326	16	no	no	INTJ
easat-2661	326	17	.	.	NOUN
easat-2661	327	1	6	6	NUM
easat-2661	327	2	:	:	SYM
easat-2661	327	3	3100	3100	NUM
easat-2661	327	4	-	-	SYM
easat-2661	327	5	3128	3128	NUM
easat-2661	327	6	,	,	PUNCT
easat-2661	327	7	2024	2024	NUM
easat-2661	327	8	doi	doi	NOUN
easat-2661	327	9	:	:	PUNCT
easat-2661	327	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	327	11	©	©	PROPN
easat-2661	327	12	2024	2024	NUM
easat-2661	327	13	by	by	ADP
easat-2661	327	14	the	the	DET
easat-2661	327	15	authors	author	NOUN
easat-2661	327	16	;	;	PUNCT
easat-2661	327	17	licensee	licensee	PROPN
easat-2661	327	18	learning	learn	VERB
easat-2661	327	19	gate	gate	PROPN
easat-2661	327	20	3117	3117	NUM
easat-2661	327	21	edelweiss	edelweiss	PROPN
easat-2661	327	22	applied	apply	VERB
easat-2661	327	23	science	science	NOUN
easat-2661	327	24	and	and	CCONJ
easat-2661	327	25	technology	technology	NOUN
easat-2661	327	26	issn	issn	PROPN
easat-2661	327	27	:	:	PUNCT
easat-2661	327	28	2576	2576	NUM
easat-2661	327	29	-	-	SYM
easat-2661	327	30	8484	8484	NUM
easat-2661	327	31	vol	vol	NOUN
easat-2661	327	32	.	.	PROPN
easat-2661	327	33	8	8	NUM
easat-2661	327	34	,	,	PUNCT
easat-2661	327	35	no	no	INTJ
easat-2661	327	36	.	.	NOUN
easat-2661	328	1	6	6	NUM
easat-2661	328	2	:	:	SYM
easat-2661	328	3	3100	3100	NUM
easat-2661	328	4	-	-	SYM
easat-2661	328	5	3128	3128	NUM
easat-2661	328	6	,	,	PUNCT
easat-2661	328	7	2024	2024	NUM
easat-2661	328	8	doi	doi	NOUN
easat-2661	328	9	:	:	PUNCT
easat-2661	328	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	328	11	©	©	PROPN
easat-2661	328	12	2024	2024	NUM
easat-2661	328	13	by	by	ADP
easat-2661	328	14	the	the	DET
easat-2661	328	15	authors	author	NOUN
easat-2661	328	16	;	;	PUNCT
easat-2661	328	17	licensee	licensee	PROPN
easat-2661	328	18	learning	learn	VERB
easat-2661	328	19	gate	gate	PROPN
easat-2661	328	20	figure	figure	NOUN
easat-2661	328	21	14	14	NUM
easat-2661	328	22	.	.	PUNCT
easat-2661	329	1	bloemfontein	bloemfontein	PROPN
easat-2661	329	2	arima	arima	PROPN
easat-2661	329	3	,	,	PUNCT
easat-2661	329	4	sarima	sarima	NOUN
easat-2661	329	5	attenuation	attenuation	NOUN
easat-2661	329	6	forecast	forecast	NOUN
easat-2661	329	7	,	,	PUNCT
easat-2661	329	8	residual	residual	ADJ
easat-2661	329	9	,	,	PUNCT
easat-2661	329	10	and	and	CCONJ
easat-2661	329	11	fitted	fit	VERB
easat-2661	329	12	model	model	NOUN
easat-2661	329	13	's	's	PART
easat-2661	329	14	q	q	ADJ
easat-2661	329	15	-	-	PUNCT
easat-2661	329	16	q	q	NOUN
easat-2661	329	17	plot	plot	NOUN
easat-2661	329	18	.	.	PUNCT
easat-2661	330	1	3118	3118	NUM
easat-2661	330	2	edelweiss	edelweiss	PROPN
easat-2661	330	3	applied	apply	VERB
easat-2661	330	4	science	science	NOUN
easat-2661	330	5	and	and	CCONJ
easat-2661	330	6	technology	technology	NOUN
easat-2661	330	7	issn	issn	PROPN
easat-2661	330	8	:	:	PUNCT
easat-2661	330	9	2576	2576	NUM
easat-2661	330	10	-	-	SYM
easat-2661	330	11	8484	8484	NUM
easat-2661	330	12	vol	vol	NOUN
easat-2661	330	13	.	.	PROPN
easat-2661	330	14	8	8	NUM
easat-2661	330	15	,	,	PUNCT
easat-2661	330	16	no	no	INTJ
easat-2661	330	17	.	.	NOUN
easat-2661	331	1	6	6	NUM
easat-2661	331	2	:	:	SYM
easat-2661	331	3	3100	3100	NUM
easat-2661	331	4	-	-	SYM
easat-2661	331	5	3128	3128	NUM
easat-2661	331	6	,	,	PUNCT
easat-2661	331	7	2024	2024	NUM
easat-2661	331	8	doi	doi	NOUN
easat-2661	331	9	:	:	PUNCT
easat-2661	331	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	331	11	©	©	PROPN
easat-2661	331	12	2024	2024	NUM
easat-2661	331	13	by	by	ADP
easat-2661	331	14	the	the	DET
easat-2661	331	15	authors	author	NOUN
easat-2661	331	16	;	;	PUNCT
easat-2661	332	1	licensee	licensee	PROPN
easat-2661	332	2	learning	learn	VERB
easat-2661	332	3	gate	gate	PROPN
easat-2661	332	4	figure	figure	NOUN
easat-2661	332	5	15	15	NUM
easat-2661	332	6	.	.	PUNCT
easat-2661	332	7	durban	durban	PROPN
easat-2661	332	8	arima	arima	PROPN
easat-2661	332	9	,	,	PUNCT
easat-2661	332	10	sarima	sarima	NOUN
easat-2661	332	11	attenuation	attenuation	NOUN
easat-2661	332	12	forecast	forecast	NOUN
easat-2661	332	13	and	and	CCONJ
easat-2661	332	14	residual	residual	ADJ
easat-2661	332	15	with	with	ADP
easat-2661	332	16	q	q	ADJ
easat-2661	332	17	-	-	PUNCT
easat-2661	332	18	q	q	NOUN
easat-2661	332	19	plot	plot	NOUN
easat-2661	332	20	fitted	fit	VERB
easat-2661	332	21	for	for	ADP
easat-2661	332	22	the	the	DET
easat-2661	332	23	model	model	NOUN
easat-2661	332	24	.	.	PUNCT
easat-2661	333	1	3119	3119	NUM
easat-2661	333	2	edelweiss	edelweiss	PROPN
easat-2661	333	3	applied	apply	VERB
easat-2661	333	4	science	science	NOUN
easat-2661	333	5	and	and	CCONJ
easat-2661	333	6	technology	technology	NOUN
easat-2661	333	7	issn	issn	PROPN
easat-2661	333	8	:	:	PUNCT
easat-2661	333	9	2576	2576	NUM
easat-2661	333	10	-	-	SYM
easat-2661	333	11	8484	8484	NUM
easat-2661	333	12	vol	vol	NOUN
easat-2661	333	13	.	.	PROPN
easat-2661	333	14	8	8	NUM
easat-2661	333	15	,	,	PUNCT
easat-2661	333	16	no	no	INTJ
easat-2661	333	17	.	.	NOUN
easat-2661	334	1	6	6	NUM
easat-2661	334	2	:	:	SYM
easat-2661	334	3	3100	3100	NUM
easat-2661	334	4	-	-	SYM
easat-2661	334	5	3128	3128	NUM
easat-2661	334	6	,	,	PUNCT
easat-2661	334	7	2024	2024	NUM
easat-2661	334	8	doi	doi	NOUN
easat-2661	334	9	:	:	PUNCT
easat-2661	334	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	334	11	©	©	PROPN
easat-2661	334	12	2024	2024	NUM
easat-2661	334	13	by	by	ADP
easat-2661	334	14	the	the	DET
easat-2661	334	15	authors	author	NOUN
easat-2661	334	16	;	;	PUNCT
easat-2661	334	17	licensee	licensee	PROPN
easat-2661	334	18	learning	learning	NOUN
easat-2661	334	19	gate	gate	NOUN
easat-2661	334	20	3120	3120	NUM
easat-2661	334	21	edelweiss	edelweiss	PROPN
easat-2661	334	22	applied	apply	VERB
easat-2661	334	23	science	science	NOUN
easat-2661	334	24	and	and	CCONJ
easat-2661	334	25	technology	technology	NOUN
easat-2661	334	26	issn	issn	PROPN
easat-2661	334	27	:	:	PUNCT
easat-2661	334	28	2576	2576	NUM
easat-2661	334	29	-	-	SYM
easat-2661	334	30	8484	8484	NUM
easat-2661	334	31	vol	vol	NOUN
easat-2661	334	32	.	.	PROPN
easat-2661	334	33	8	8	NUM
easat-2661	334	34	,	,	PUNCT
easat-2661	334	35	no	no	INTJ
easat-2661	334	36	.	.	NOUN
easat-2661	335	1	6	6	NUM
easat-2661	335	2	:	:	SYM
easat-2661	335	3	3100	3100	NUM
easat-2661	335	4	-	-	SYM
easat-2661	335	5	3128	3128	NUM
easat-2661	335	6	,	,	PUNCT
easat-2661	335	7	2024	2024	NUM
easat-2661	335	8	doi	doi	NOUN
easat-2661	335	9	:	:	PUNCT
easat-2661	335	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	335	11	©	©	PROPN
easat-2661	335	12	2024	2024	NUM
easat-2661	335	13	by	by	ADP
easat-2661	335	14	the	the	DET
easat-2661	335	15	authors	author	NOUN
easat-2661	335	16	;	;	PUNCT
easat-2661	335	17	licensee	licensee	PROPN
easat-2661	335	18	learning	learn	VERB
easat-2661	335	19	gate	gate	PROPN
easat-2661	335	20	figure	figure	NOUN
easat-2661	335	21	16	16	NUM
easat-2661	335	22	.	.	PUNCT
easat-2661	336	1	nelspruit	nelspruit	PROPN
easat-2661	336	2	arima	arima	PROPN
easat-2661	336	3	,	,	PUNCT
easat-2661	336	4	sarima	sarima	NOUN
easat-2661	336	5	attenuation	attenuation	NOUN
easat-2661	336	6	forecast	forecast	NOUN
easat-2661	336	7	,	,	PUNCT
easat-2661	336	8	residual	residual	ADJ
easat-2661	336	9	,	,	PUNCT
easat-2661	336	10	and	and	CCONJ
easat-2661	336	11	fitted	fit	VERB
easat-2661	336	12	model	model	NOUN
easat-2661	336	13	’s	’s	PART
easat-2661	336	14	q	q	ADJ
easat-2661	336	15	-	-	PUNCT
easat-2661	336	16	q	q	NOUN
easat-2661	336	17	plot	plot	NOUN
easat-2661	336	18	.	.	PUNCT
easat-2661	337	1	3121	3121	NUM
easat-2661	337	2	edelweiss	edelweiss	PROPN
easat-2661	337	3	applied	apply	VERB
easat-2661	337	4	science	science	NOUN
easat-2661	337	5	and	and	CCONJ
easat-2661	337	6	technology	technology	NOUN
easat-2661	337	7	issn	issn	PROPN
easat-2661	337	8	:	:	PUNCT
easat-2661	337	9	2576	2576	NUM
easat-2661	337	10	-	-	SYM
easat-2661	337	11	8484	8484	NUM
easat-2661	337	12	vol	vol	NOUN
easat-2661	337	13	.	.	PROPN
easat-2661	337	14	8	8	NUM
easat-2661	337	15	,	,	PUNCT
easat-2661	337	16	no	no	INTJ
easat-2661	337	17	.	.	NOUN
easat-2661	338	1	6	6	NUM
easat-2661	338	2	:	:	SYM
easat-2661	338	3	3100	3100	NUM
easat-2661	338	4	-	-	SYM
easat-2661	338	5	3128	3128	NUM
easat-2661	338	6	,	,	PUNCT
easat-2661	338	7	2024	2024	NUM
easat-2661	338	8	doi	doi	NOUN
easat-2661	338	9	:	:	PUNCT
easat-2661	338	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	338	11	©	©	PROPN
easat-2661	338	12	2024	2024	NUM
easat-2661	338	13	by	by	ADP
easat-2661	338	14	the	the	DET
easat-2661	338	15	authors	author	NOUN
easat-2661	338	16	;	;	PUNCT
easat-2661	338	17	licensee	licensee	PROPN
easat-2661	338	18	learning	learning	NOUN
easat-2661	338	19	gate	gate	PROPN
easat-2661	338	20	3122	3122	NUM
easat-2661	338	21	edelweiss	edelweiss	PROPN
easat-2661	338	22	applied	apply	VERB
easat-2661	338	23	science	science	NOUN
easat-2661	338	24	and	and	CCONJ
easat-2661	338	25	technology	technology	NOUN
easat-2661	338	26	issn	issn	PROPN
easat-2661	338	27	:	:	PUNCT
easat-2661	338	28	2576	2576	NUM
easat-2661	338	29	-	-	SYM
easat-2661	338	30	8484	8484	NUM
easat-2661	338	31	vol	vol	NOUN
easat-2661	338	32	.	.	PROPN
easat-2661	338	33	8	8	NUM
easat-2661	338	34	,	,	PUNCT
easat-2661	338	35	no	no	INTJ
easat-2661	338	36	.	.	NOUN
easat-2661	338	37	6	6	NUM
easat-2661	338	38	:	:	SYM
easat-2661	338	39	3100	3100	NUM
easat-2661	338	40	-	-	SYM
easat-2661	338	41	3128	3128	NUM
easat-2661	338	42	,	,	PUNCT
easat-2661	338	43	2024	2024	NUM
easat-2661	338	44	doi	doi	NOUN
easat-2661	338	45	:	:	PUNCT
easat-2661	338	46	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	338	47	©	©	PROPN
easat-2661	338	48	2024	2024	NUM
easat-2661	338	49	by	by	ADP
easat-2661	338	50	the	the	DET
easat-2661	338	51	authors	author	NOUN
easat-2661	338	52	;	;	PUNCT
easat-2661	338	53	licensee	licensee	PROPN
easat-2661	338	54	learning	learn	VERB
easat-2661	338	55	gate	gate	PROPN
easat-2661	338	56	figure	figure	NOUN
easat-2661	338	57	17	17	NUM
easat-2661	338	58	.	.	PUNCT
easat-2661	339	1	polokwane	polokwane	PROPN
easat-2661	339	2	arima	arima	PROPN
easat-2661	339	3	,	,	PUNCT
easat-2661	339	4	sarima	sarima	NOUN
easat-2661	339	5	attenuation	attenuation	NOUN
easat-2661	339	6	forecast	forecast	NOUN
easat-2661	339	7	,	,	PUNCT
easat-2661	339	8	residual	residual	ADJ
easat-2661	339	9	,	,	PUNCT
easat-2661	339	10	and	and	CCONJ
easat-2661	339	11	fitted	fit	VERB
easat-2661	339	12	model	model	NOUN
easat-2661	339	13	’s	’s	PART
easat-2661	339	14	q	q	ADJ
easat-2661	339	15	-	-	PUNCT
easat-2661	339	16	q	q	NOUN
easat-2661	339	17	plot	plot	NOUN
easat-2661	339	18	.	.	PUNCT
easat-2661	340	1	3123	3123	NUM
easat-2661	340	2	edelweiss	edelweiss	PROPN
easat-2661	340	3	applied	apply	VERB
easat-2661	340	4	science	science	NOUN
easat-2661	340	5	and	and	CCONJ
easat-2661	340	6	technology	technology	NOUN
easat-2661	340	7	issn	issn	PROPN
easat-2661	340	8	:	:	PUNCT
easat-2661	340	9	2576	2576	NUM
easat-2661	340	10	-	-	SYM
easat-2661	340	11	8484	8484	NUM
easat-2661	340	12	vol	vol	NOUN
easat-2661	340	13	.	.	PROPN
easat-2661	340	14	8	8	NUM
easat-2661	340	15	,	,	PUNCT
easat-2661	340	16	no	no	INTJ
easat-2661	340	17	.	.	NOUN
easat-2661	341	1	6	6	NUM
easat-2661	341	2	:	:	SYM
easat-2661	341	3	3100	3100	NUM
easat-2661	341	4	-	-	SYM
easat-2661	341	5	3128	3128	NUM
easat-2661	341	6	,	,	PUNCT
easat-2661	341	7	2024	2024	NUM
easat-2661	341	8	doi	doi	NOUN
easat-2661	341	9	:	:	PUNCT
easat-2661	341	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	341	11	©	©	PROPN
easat-2661	341	12	2024	2024	NUM
easat-2661	341	13	by	by	ADP
easat-2661	341	14	the	the	DET
easat-2661	341	15	authors	author	NOUN
easat-2661	341	16	;	;	PUNCT
easat-2661	341	17	licensee	licensee	PROPN
easat-2661	341	18	learning	learning	NOUN
easat-2661	341	19	gate	gate	PROPN
easat-2661	341	20	3124	3124	NUM
easat-2661	341	21	edelweiss	edelweiss	PROPN
easat-2661	341	22	applied	apply	VERB
easat-2661	341	23	science	science	NOUN
easat-2661	341	24	and	and	CCONJ
easat-2661	341	25	technology	technology	NOUN
easat-2661	341	26	issn	issn	PROPN
easat-2661	341	27	:	:	PUNCT
easat-2661	341	28	2576	2576	NUM
easat-2661	341	29	-	-	SYM
easat-2661	341	30	8484	8484	NUM
easat-2661	341	31	vol	vol	NOUN
easat-2661	341	32	.	.	PROPN
easat-2661	341	33	8	8	NUM
easat-2661	341	34	,	,	PUNCT
easat-2661	341	35	no	no	INTJ
easat-2661	341	36	.	.	NOUN
easat-2661	342	1	6	6	NUM
easat-2661	342	2	:	:	SYM
easat-2661	342	3	3100	3100	NUM
easat-2661	342	4	-	-	SYM
easat-2661	342	5	3128	3128	NUM
easat-2661	342	6	,	,	PUNCT
easat-2661	342	7	2024	2024	NUM
easat-2661	342	8	doi	doi	NOUN
easat-2661	342	9	:	:	PUNCT
easat-2661	342	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	342	11	©	©	PROPN
easat-2661	342	12	2024	2024	NUM
easat-2661	342	13	by	by	ADP
easat-2661	342	14	the	the	DET
easat-2661	342	15	authors	author	NOUN
easat-2661	342	16	;	;	PUNCT
easat-2661	342	17	licensee	licensee	PROPN
easat-2661	342	18	learning	learn	VERB
easat-2661	342	19	gate	gate	PROPN
easat-2661	342	20	figure	figure	NOUN
easat-2661	342	21	18	18	NUM
easat-2661	342	22	.	.	PUNCT
easat-2661	343	1	pretoria	pretoria	PROPN
easat-2661	343	2	arima	arima	PROPN
easat-2661	343	3	,	,	PUNCT
easat-2661	343	4	sarima	sarima	NOUN
easat-2661	343	5	attenuation	attenuation	NOUN
easat-2661	343	6	forecast	forecast	NOUN
easat-2661	343	7	,	,	PUNCT
easat-2661	343	8	residual	residual	ADJ
easat-2661	343	9	,	,	PUNCT
easat-2661	343	10	and	and	CCONJ
easat-2661	343	11	fitted	fit	VERB
easat-2661	343	12	model	model	NOUN
easat-2661	343	13	’s	’s	PART
easat-2661	343	14	q	q	ADJ
easat-2661	343	15	-	-	PUNCT
easat-2661	343	16	q	q	NOUN
easat-2661	343	17	plot	plot	NOUN
easat-2661	343	18	.	.	PUNCT
easat-2661	344	1	3125	3125	NUM
easat-2661	344	2	edelweiss	edelweiss	PROPN
easat-2661	344	3	applied	apply	VERB
easat-2661	344	4	science	science	NOUN
easat-2661	344	5	and	and	CCONJ
easat-2661	344	6	technology	technology	NOUN
easat-2661	344	7	issn	issn	PROPN
easat-2661	344	8	:	:	PUNCT
easat-2661	344	9	2576	2576	NUM
easat-2661	344	10	-	-	SYM
easat-2661	344	11	8484	8484	NUM
easat-2661	344	12	vol	vol	NOUN
easat-2661	344	13	.	.	PROPN
easat-2661	344	14	8	8	NUM
easat-2661	344	15	,	,	PUNCT
easat-2661	344	16	no	no	INTJ
easat-2661	344	17	.	.	NOUN
easat-2661	345	1	6	6	NUM
easat-2661	345	2	:	:	SYM
easat-2661	345	3	3100	3100	NUM
easat-2661	345	4	-	-	SYM
easat-2661	345	5	3128	3128	NUM
easat-2661	345	6	,	,	PUNCT
easat-2661	345	7	2024	2024	NUM
easat-2661	345	8	doi	doi	NOUN
easat-2661	345	9	:	:	PUNCT
easat-2661	345	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	345	11	©	©	PROPN
easat-2661	345	12	2024	2024	NUM
easat-2661	345	13	by	by	ADP
easat-2661	345	14	the	the	DET
easat-2661	345	15	authors	author	NOUN
easat-2661	345	16	;	;	PUNCT
easat-2661	345	17	licensee	licensee	PROPN
easat-2661	345	18	learning	learning	NOUN
easat-2661	345	19	gate	gate	NOUN
easat-2661	345	20	3126	3126	NUM
easat-2661	345	21	edelweiss	edelweiss	PROPN
easat-2661	345	22	applied	apply	VERB
easat-2661	345	23	science	science	NOUN
easat-2661	345	24	and	and	CCONJ
easat-2661	345	25	technology	technology	NOUN
easat-2661	345	26	issn	issn	PROPN
easat-2661	345	27	:	:	PUNCT
easat-2661	345	28	2576	2576	NUM
easat-2661	345	29	-	-	SYM
easat-2661	345	30	8484	8484	NUM
easat-2661	345	31	vol	vol	NOUN
easat-2661	345	32	.	.	PROPN
easat-2661	345	33	8	8	NUM
easat-2661	345	34	,	,	PUNCT
easat-2661	345	35	no	no	INTJ
easat-2661	345	36	.	.	NOUN
easat-2661	346	1	6	6	NUM
easat-2661	346	2	:	:	SYM
easat-2661	346	3	3100	3100	NUM
easat-2661	346	4	-	-	SYM
easat-2661	346	5	3128	3128	NUM
easat-2661	346	6	,	,	PUNCT
easat-2661	346	7	2024	2024	NUM
easat-2661	346	8	doi	doi	NOUN
easat-2661	346	9	:	:	PUNCT
easat-2661	346	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	346	11	©	©	PROPN
easat-2661	346	12	2024	2024	NUM
easat-2661	346	13	by	by	ADP
easat-2661	346	14	the	the	DET
easat-2661	346	15	authors	author	NOUN
easat-2661	346	16	;	;	PUNCT
easat-2661	346	17	licensee	licensee	PROPN
easat-2661	346	18	learning	learn	VERB
easat-2661	346	19	gate	gate	PROPN
easat-2661	346	20	figure	figure	NOUN
easat-2661	346	21	19	19	NUM
easat-2661	346	22	.	.	PUNCT
easat-2661	346	23	east	east	PROPN
easat-2661	346	24	london	london	PROPN
easat-2661	346	25	arima	arima	PROPN
easat-2661	346	26	,	,	PUNCT
easat-2661	346	27	sarima	sarima	NOUN
easat-2661	346	28	attenuation	attenuation	NOUN
easat-2661	346	29	forecast	forecast	NOUN
easat-2661	346	30	,	,	PUNCT
easat-2661	346	31	residual	residual	ADJ
easat-2661	346	32	,	,	PUNCT
easat-2661	346	33	and	and	CCONJ
easat-2661	346	34	fitted	fit	VERB
easat-2661	346	35	model	model	NOUN
easat-2661	346	36	’s	’s	PART
easat-2661	346	37	q	q	ADJ
easat-2661	346	38	-	-	PUNCT
easat-2661	346	39	q	q	NOUN
easat-2661	346	40	plot	plot	NOUN
easat-2661	346	41	.	.	PUNCT
easat-2661	347	1	4	4	X
easat-2661	347	2	.	.	X
easat-2661	347	3	conclusions	conclusion	NOUN
easat-2661	347	4	implementing	implement	VERB
easat-2661	347	5	four	four	NUM
easat-2661	347	6	performance	performance	NOUN
easat-2661	347	7	measures	measure	NOUN
easat-2661	347	8	,	,	PUNCT
easat-2661	347	9	correlation	correlation	NOUN
easat-2661	347	10	analysis	analysis	NOUN
easat-2661	347	11	,	,	PUNCT
easat-2661	347	12	and	and	CCONJ
easat-2661	347	13	a	a	DET
easat-2661	347	14	t	t	NOUN
easat-2661	347	15	-	-	PUNCT
easat-2661	347	16	test	test	NOUN
easat-2661	347	17	for	for	ADP
easat-2661	347	18	significant	significant	ADJ
easat-2661	347	19	difference	difference	NOUN
easat-2661	347	20	,	,	PUNCT
easat-2661	347	21	the	the	DET
easat-2661	347	22	current	current	ADJ
easat-2661	347	23	research	research	NOUN
easat-2661	347	24	has	have	AUX
easat-2661	347	25	effectively	effectively	ADV
easat-2661	347	26	evaluated	evaluate	VERB
easat-2661	347	27	the	the	DET
easat-2661	347	28	prediction	prediction	NOUN
easat-2661	347	29	performance	performance	NOUN
easat-2661	347	30	of	of	ADP
easat-2661	347	31	arima	arima	PROPN
easat-2661	347	32	and	and	CCONJ
easat-2661	347	33	sarima	sarima	NOUN
easat-2661	347	34	in	in	ADP
easat-2661	347	35	forecasting	forecast	VERB
easat-2661	347	36	rain	rain	NOUN
easat-2661	347	37	attenuation	attenuation	NOUN
easat-2661	347	38	of	of	ADP
easat-2661	347	39	the	the	DET
easat-2661	347	40	stations	station	NOUN
easat-2661	347	41	under	under	ADP
easat-2661	347	42	consideration	consideration	NOUN
easat-2661	347	43	in	in	ADP
easat-2661	347	44	south	south	PROPN
easat-2661	347	45	africa	africa	PROPN
easat-2661	347	46	.	.	PUNCT
easat-2661	348	1	the	the	DET
easat-2661	348	2	outcome	outcome	NOUN
easat-2661	348	3	demonstrates	demonstrate	VERB
easat-2661	348	4	that	that	SCONJ
easat-2661	348	5	the	the	DET
easat-2661	348	6	two	two	NUM
easat-2661	348	7	sets	set	NOUN
easat-2661	348	8	of	of	ADP
easat-2661	348	9	values	value	NOUN
easat-2661	348	10	did	do	AUX
easat-2661	348	11	not	not	PART
easat-2661	348	12	significantly	significantly	ADV
easat-2661	348	13	differ	differ	VERB
easat-2661	348	14	from	from	ADP
easat-2661	348	15	one	one	NUM
easat-2661	348	16	another	another	DET
easat-2661	348	17	.	.	PUNCT
easat-2661	349	1	the	the	DET
easat-2661	349	2	two	two	NUM
easat-2661	349	3	models	model	NOUN
easat-2661	349	4	were	be	AUX
easat-2661	349	5	compared	compare	VERB
easat-2661	349	6	using	use	VERB
easat-2661	349	7	four	four	NUM
easat-2661	349	8	forecast	forecast	NOUN
easat-2661	349	9	error	error	NOUN
easat-2661	349	10	statistics	statistic	NOUN
easat-2661	349	11	:	:	PUNCT
easat-2661	349	12	rmse	rmse	PROPN
easat-2661	349	13	,	,	PUNCT
easat-2661	349	14	mse	mse	PROPN
easat-2661	349	15	,	,	PUNCT
easat-2661	349	16	mae	mae	PROPN
easat-2661	349	17	and	and	CCONJ
easat-2661	349	18	r2	r2	PROPN
easat-2661	349	19	.	.	PUNCT
easat-2661	350	1	the	the	DET
easat-2661	350	2	sarima	sarima	NOUN
easat-2661	350	3	model	model	NOUN
easat-2661	350	4	was	be	AUX
easat-2661	350	5	shown	show	VERB
easat-2661	350	6	to	to	PART
easat-2661	350	7	have	have	VERB
easat-2661	350	8	the	the	DET
easat-2661	350	9	least	least	ADJ
easat-2661	350	10	amount	amount	NOUN
easat-2661	350	11	of	of	ADP
easat-2661	350	12	error	error	NOUN
easat-2661	350	13	based	base	VERB
easat-2661	350	14	on	on	ADP
easat-2661	350	15	these	these	DET
easat-2661	350	16	statistics	statistic	NOUN
easat-2661	350	17	,	,	PUNCT
easat-2661	350	18	making	make	VERB
easat-2661	350	19	it	it	PRON
easat-2661	350	20	the	the	DET
easat-2661	350	21	most	most	ADV
easat-2661	350	22	reliable	reliable	ADJ
easat-2661	350	23	model	model	NOUN
easat-2661	350	24	.	.	PUNCT
easat-2661	351	1	the	the	DET
easat-2661	351	2	model	model	NOUN
easat-2661	351	3	developed	develop	VERB
easat-2661	351	4	in	in	ADP
easat-2661	351	5	this	this	DET
easat-2661	351	6	study	study	NOUN
easat-2661	351	7	can	can	AUX
easat-2661	351	8	assist	assist	VERB
easat-2661	351	9	microwave	microwave	NOUN
easat-2661	351	10	networks	network	NOUN
easat-2661	351	11	in	in	ADP
easat-2661	351	12	finding	find	VERB
easat-2661	351	13	an	an	DET
easat-2661	351	14	effective	effective	ADJ
easat-2661	351	15	strategy	strategy	NOUN
easat-2661	351	16	to	to	PART
easat-2661	351	17	analyze	analyze	VERB
easat-2661	351	18	and	and	CCONJ
easat-2661	351	19	mitigate	mitigate	VERB
easat-2661	351	20	rain	rain	NOUN
easat-2661	351	21	attenuation	attenuation	NOUN
easat-2661	351	22	to	to	PART
easat-2661	351	23	achieve	achieve	VERB
easat-2661	351	24	improved	improved	ADJ
easat-2661	351	25	wireless	wireless	ADJ
easat-2661	351	26	transport	transport	NOUN
easat-2661	351	27	network	network	NOUN
easat-2661	351	28	control	control	NOUN
easat-2661	351	29	.	.	PUNCT
easat-2661	352	1	the	the	DET
easat-2661	352	2	correlation	correlation	NOUN
easat-2661	352	3	index	index	NOUN
easat-2661	352	4	indicates	indicate	VERB
easat-2661	352	5	that	that	SCONJ
easat-2661	352	6	there	there	PRON
easat-2661	352	7	is	be	VERB
easat-2661	352	8	no	no	DET
easat-2661	352	9	significant	significant	ADJ
easat-2661	352	10	difference	difference	NOUN
easat-2661	352	11	in	in	ADP
easat-2661	352	12	the	the	DET
easat-2661	352	13	prediction	prediction	NOUN
easat-2661	352	14	values	value	NOUN
easat-2661	352	15	obtained	obtain	VERB
easat-2661	352	16	from	from	ADP
easat-2661	352	17	the	the	DET
easat-2661	352	18	two	two	NUM
easat-2661	352	19	approaches	approach	NOUN
easat-2661	352	20	,	,	PUNCT
easat-2661	352	21	despite	despite	SCONJ
easat-2661	352	22	sarima	sarima	NOUN
easat-2661	352	23	having	have	VERB
easat-2661	352	24	the	the	DET
easat-2661	352	25	lowest	low	ADJ
easat-2661	352	26	forecast	forecast	NOUN
easat-2661	352	27	error	error	NOUN
easat-2661	352	28	as	as	SCONJ
easat-2661	352	29	indicated	indicate	VERB
easat-2661	352	30	by	by	ADP
easat-2661	352	31	the	the	DET
easat-2661	352	32	performance	performance	NOUN
easat-2661	352	33	metrics	metric	NOUN
easat-2661	352	34	.	.	PUNCT
easat-2661	353	1	thus	thus	ADV
easat-2661	353	2	,	,	PUNCT
easat-2661	353	3	they	they	PRON
easat-2661	353	4	can	can	AUX
easat-2661	353	5	be	be	AUX
easat-2661	353	6	successfully	successfully	ADV
easat-2661	353	7	used	use	VERB
easat-2661	353	8	as	as	ADP
easat-2661	353	9	substitute	substitute	NOUN
easat-2661	353	10	for	for	ADP
easat-2661	353	11	loss	loss	NOUN
easat-2661	353	12	of	of	ADP
easat-2661	353	13	signal	signal	NOUN
easat-2661	353	14	of	of	ADP
easat-2661	353	15	forecasted	forecast	VERB
easat-2661	353	16	province	province	NOUN
easat-2661	353	17	in	in	ADP
easat-2661	353	18	south	south	PROPN
easat-2661	353	19	africa	africa	PROPN
easat-2661	353	20	.	.	PUNCT
easat-2661	354	1	having	having	AUX
easat-2661	354	2	tested	test	VERB
easat-2661	354	3	the	the	DET
easat-2661	354	4	signatures	signature	NOUN
easat-2661	354	5	of	of	ADP
easat-2661	354	6	a	a	DET
easat-2661	354	7	group	group	NOUN
easat-2661	354	8	of	of	ADP
easat-2661	354	9	different	different	ADJ
easat-2661	354	10	models	model	NOUN
easat-2661	354	11	,	,	PUNCT
easat-2661	354	12	the	the	DET
easat-2661	354	13	sarima	sarima	NOUN
easat-2661	354	14	(	(	PUNCT
easat-2661	354	15	0	0	NUM
easat-2661	354	16	,	,	PUNCT
easat-2661	354	17	1	1	NUM
easat-2661	354	18	,	,	PUNCT
easat-2661	354	19	0	0	NUM
easat-2661	354	20	)	)	PUNCT
easat-2661	354	21	(	(	PUNCT
easat-2661	354	22	0,1,1	0,1,1	NUM
easat-2661	354	23	)	)	PUNCT
easat-2661	354	24	(	(	PUNCT
easat-2661	354	25	12	12	NUM
easat-2661	354	26	)	)	PUNCT
easat-2661	354	27	model	model	NOUN
easat-2661	354	28	proved	prove	VERB
easat-2661	354	29	to	to	PART
easat-2661	354	30	be	be	AUX
easat-2661	354	31	the	the	DET
easat-2661	354	32	best	good	ADJ
easat-2661	354	33	fit	fit	NOUN
easat-2661	354	34	for	for	ADP
easat-2661	354	35	the	the	DET
easat-2661	354	36	attenuation	attenuation	NOUN
easat-2661	354	37	time	time	NOUN
easat-2661	354	38	series	series	PROPN
easat-2661	354	39	for	for	ADP
easat-2661	354	40	the	the	DET
easat-2661	354	41	south	south	PROPN
easat-2661	354	42	africa	africa	PROPN
easat-2661	354	43	region	region	PROPN
easat-2661	354	44	based	base	VERB
easat-2661	354	45	on	on	ADP
easat-2661	354	46	aic	aic	PROPN
easat-2661	354	47	,	,	PUNCT
easat-2661	354	48	with	with	ADP
easat-2661	354	49	a	a	DET
easat-2661	354	50	maximum	maximum	ADJ
easat-2661	354	51	attenuation	attenuation	NOUN
easat-2661	354	52	of	of	ADP
easat-2661	354	53	12	12	NUM
easat-2661	354	54	db	db	NOUN
easat-2661	354	55	and	and	CCONJ
easat-2661	354	56	a	a	DET
easat-2661	354	57	seasonal	seasonal	ADJ
easat-2661	354	58	shift	shift	NOUN
easat-2661	354	59	from	from	ADP
easat-2661	354	60	the	the	DET
easat-2661	354	61	previous	previous	ADJ
easat-2661	354	62	period	period	NOUN
easat-2661	354	63	over	over	ADP
easat-2661	354	64	the	the	DET
easat-2661	354	65	studied	study	VERB
easat-2661	354	66	locations	location	NOUN
easat-2661	354	67	.	.	PUNCT
easat-2661	355	1	the	the	DET
easat-2661	355	2	sarima	sarima	NOUN
easat-2661	355	3	(	(	PUNCT
easat-2661	355	4	0	0	NUM
easat-2661	355	5	,	,	PUNCT
easat-2661	355	6	1	1	NUM
easat-2661	355	7	,	,	PUNCT
easat-2661	355	8	0	0	NUM
easat-2661	355	9	)	)	PUNCT
easat-2661	355	10	(	(	PUNCT
easat-2661	355	11	0,1,1	0,1,1	NUM
easat-2661	355	12	)	)	PUNCT
easat-2661	355	13	(	(	PUNCT
easat-2661	355	14	12	12	NUM
easat-2661	355	15	)	)	PUNCT
easat-2661	355	16	method	method	NOUN
easat-2661	355	17	was	be	AUX
easat-2661	355	18	shown	show	VERB
easat-2661	355	19	to	to	PART
easat-2661	355	20	have	have	VERB
easat-2661	355	21	the	the	DET
easat-2661	355	22	highest	high	ADJ
easat-2661	355	23	accuracy	accuracy	NOUN
easat-2661	355	24	in	in	ADP
easat-2661	355	25	forecasting	forecast	VERB
easat-2661	355	26	future	future	ADJ
easat-2661	355	27	precipitation	precipitation	NOUN
easat-2661	355	28	and	and	CCONJ
easat-2661	355	29	the	the	DET
easat-2661	355	30	related	relate	VERB
easat-2661	355	31	rain	rain	NOUN
easat-2661	355	32	-	-	PUNCT
easat-2661	355	33	induced	induce	VERB
easat-2661	355	34	attenuation	attenuation	NOUN
easat-2661	355	35	,	,	PUNCT
easat-2661	355	36	with	with	ADP
easat-2661	355	37	a	a	DET
easat-2661	355	38	98	98	NUM
easat-2661	355	39	%	%	NOUN
easat-2661	355	40	confidence	confidence	NOUN
easat-2661	355	41	interval	interval	NOUN
easat-2661	355	42	,	,	PUNCT
easat-2661	355	43	after	after	SCONJ
easat-2661	355	44	the	the	DET
easat-2661	355	45	necessary	necessary	ADJ
easat-2661	355	46	tests	test	NOUN
easat-2661	355	47	and	and	CCONJ
easat-2661	355	48	forecast	forecast	NOUN
easat-2661	355	49	observations	observation	NOUN
easat-2661	355	50	were	be	AUX
easat-2661	355	51	completed	complete	VERB
easat-2661	355	52	.	.	PUNCT
easat-2661	356	1	the	the	DET
easat-2661	356	2	model	model	NOUN
easat-2661	356	3	could	could	AUX
easat-2661	356	4	be	be	AUX
easat-2661	356	5	used	use	VERB
easat-2661	356	6	to	to	PART
easat-2661	356	7	estimate	estimate	VERB
easat-2661	356	8	the	the	DET
easat-2661	356	9	ideal	ideal	ADJ
easat-2661	356	10	planning	planning	NOUN
easat-2661	356	11	time	time	NOUN
easat-2661	356	12	to	to	PART
easat-2661	356	13	minimize	minimize	VERB
easat-2661	356	14	the	the	DET
easat-2661	356	15	influence	influence	NOUN
easat-2661	356	16	of	of	ADP
easat-2661	356	17	signal	signal	ADJ
easat-2661	356	18	attenuation	attenuation	NOUN
easat-2661	356	19	on	on	ADP
easat-2661	356	20	subtropical	subtropical	ADJ
easat-2661	356	21	terrestrial	terrestrial	ADJ
easat-2661	356	22	-	-	PUNCT
easat-2661	356	23	tosatellite	tosatellite	ADJ
easat-2661	356	24	communication	communication	NOUN
easat-2661	356	25	systems	system	NOUN
easat-2661	356	26	.	.	PUNCT
easat-2661	357	1	farmers	farmer	NOUN
easat-2661	357	2	,	,	PUNCT
easat-2661	357	3	construction	construction	NOUN
easat-2661	357	4	companies	company	NOUN
easat-2661	357	5	,	,	PUNCT
easat-2661	357	6	government	government	NOUN
easat-2661	357	7	agencies	agency	NOUN
easat-2661	357	8	working	work	VERB
easat-2661	357	9	in	in	ADP
easat-2661	357	10	south	south	PROPN
easat-2661	357	11	africa	africa	PROPN
easat-2661	357	12	are	be	AUX
easat-2661	357	13	therefore	therefore	ADV
easat-2661	357	14	advised	advise	VERB
easat-2661	357	15	to	to	PART
easat-2661	357	16	choose	choose	VERB
easat-2661	357	17	sarima	sarima	NOUN
easat-2661	357	18	modelling	modelling	NOUN
easat-2661	357	19	of	of	ADP
easat-2661	357	20	rain	rain	NOUN
easat-2661	357	21	-	-	PUNCT
easat-2661	357	22	induced	induce	VERB
easat-2661	357	23	attenuation	attenuation	NOUN
easat-2661	357	24	over	over	ADP
easat-2661	357	25	arima	arima	PROPN
easat-2661	357	26	.	.	PUNCT
easat-2661	358	1	the	the	DET
easat-2661	358	2	most	most	ADV
easat-2661	358	3	significant	significant	ADJ
easat-2661	358	4	restriction	restriction	NOUN
easat-2661	358	5	is	be	AUX
easat-2661	358	6	the	the	DET
easat-2661	358	7	infrastructure	infrastructure	NOUN
easat-2661	358	8	used	use	VERB
easat-2661	358	9	to	to	PART
easat-2661	358	10	gather	gather	VERB
easat-2661	358	11	the	the	DET
easat-2661	358	12	data	datum	NOUN
easat-2661	358	13	.	.	PUNCT
easat-2661	359	1	hybrid	hybrid	NOUN
easat-2661	359	2	models	model	NOUN
easat-2661	359	3	will	will	AUX
easat-2661	359	4	be	be	AUX
easat-2661	359	5	created	create	VERB
easat-2661	359	6	in	in	ADP
easat-2661	359	7	the	the	DET
easat-2661	359	8	future	future	NOUN
easat-2661	359	9	in	in	ADP
easat-2661	359	10	order	order	NOUN
easat-2661	359	11	to	to	PART
easat-2661	359	12	analyze	analyze	VERB
easat-2661	359	13	,	,	PUNCT
easat-2661	359	14	contrast	contrast	NOUN
easat-2661	359	15	,	,	PUNCT
easat-2661	359	16	and	and	CCONJ
easat-2661	359	17	research	research	VERB
easat-2661	359	18	the	the	DET
easat-2661	359	19	problem	problem	NOUN
easat-2661	359	20	of	of	ADP
easat-2661	359	21	signal	signal	ADJ
easat-2661	359	22	loss	loss	NOUN
easat-2661	359	23	in	in	ADP
easat-2661	359	24	south	south	PROPN
easat-2661	359	25	africa	africa	PROPN
easat-2661	359	26	.	.	PUNCT
easat-2661	360	1	3127	3127	NUM
easat-2661	360	2	edelweiss	edelweiss	PROPN
easat-2661	360	3	applied	apply	VERB
easat-2661	360	4	science	science	NOUN
easat-2661	360	5	and	and	CCONJ
easat-2661	360	6	technology	technology	NOUN
easat-2661	360	7	issn	issn	PROPN
easat-2661	360	8	:	:	PUNCT
easat-2661	360	9	2576	2576	NUM
easat-2661	360	10	-	-	SYM
easat-2661	360	11	8484	8484	NUM
easat-2661	360	12	vol	vol	NOUN
easat-2661	360	13	.	.	PROPN
easat-2661	360	14	8	8	NUM
easat-2661	360	15	,	,	PUNCT
easat-2661	360	16	no	no	INTJ
easat-2661	360	17	.	.	NOUN
easat-2661	361	1	6	6	NUM
easat-2661	361	2	:	:	SYM
easat-2661	361	3	3100	3100	NUM
easat-2661	361	4	-	-	SYM
easat-2661	361	5	3128	3128	NUM
easat-2661	361	6	,	,	PUNCT
easat-2661	361	7	2024	2024	NUM
easat-2661	361	8	doi	doi	NOUN
easat-2661	361	9	:	:	PUNCT
easat-2661	361	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	361	11	©	©	PROPN
easat-2661	361	12	2024	2024	NUM
easat-2661	361	13	by	by	ADP
easat-2661	361	14	the	the	DET
easat-2661	361	15	authors	author	NOUN
easat-2661	361	16	;	;	PUNCT
easat-2661	361	17	licensee	licensee	PROPN
easat-2661	361	18	learning	learning	NOUN
easat-2661	361	19	gate	gate	PROPN
easat-2661	361	20	funding	funding	NOUN
easat-2661	361	21	statement	statement	NOUN
easat-2661	361	22	:	:	PUNCT
easat-2661	361	23	this	this	DET
easat-2661	361	24	research	research	NOUN
easat-2661	361	25	has	have	AUX
easat-2661	361	26	been	be	AUX
easat-2661	361	27	performed	perform	VERB
easat-2661	361	28	as	as	ADP
easat-2661	361	29	part	part	NOUN
easat-2661	361	30	of	of	ADP
easat-2661	361	31	the	the	DET
easat-2661	361	32	phd	phd	NOUN
easat-2661	361	33	research	research	NOUN
easat-2661	361	34	under	under	ADP
easat-2661	361	35	the	the	DET
easat-2661	361	36	mentorship	mentorship	NOUN
easat-2661	361	37	of	of	ADP
easat-2661	361	38	prof	prof	PROPN
easat-2661	361	39	.	.	PUNCT
easat-2661	362	1	pius	pius	PROPN
easat-2661	362	2	.	.	PUNCT
easat-2661	363	1	a.	a.	NOUN
easat-2661	363	2	owolawi	owolawi	PROPN
easat-2661	363	3	and	and	CCONJ
easat-2661	363	4	prof	prof	PROPN
easat-2661	363	5	joseph	joseph	PROPN
easat-2661	363	6	.	.	PUNCT
easat-2661	364	1	s.	s.	PROPN
easat-2661	364	2	ojo	ojo	PROPN
easat-2661	364	3	of	of	ADP
easat-2661	364	4	the	the	DET
easat-2661	364	5	tshwane	tshwane	NOUN
easat-2661	364	6	university	university	NOUN
easat-2661	364	7	of	of	ADP
easat-2661	364	8	technology	technology	PROPN
easat-2661	364	9	pretoria	pretoria	PROPN
easat-2661	364	10	,	,	PUNCT
easat-2661	364	11	south	south	PROPN
easat-2661	364	12	africa	africa	PROPN
easat-2661	364	13	,	,	PUNCT
easat-2661	364	14	and	and	CCONJ
easat-2661	364	15	federal	federal	ADJ
easat-2661	364	16	university	university	PROPN
easat-2661	364	17	of	of	ADP
easat-2661	364	18	technology	technology	PROPN
easat-2661	364	19	akure	akure	PROPN
easat-2661	364	20	nigeria	nigeria	PROPN
easat-2661	364	21	,	,	PUNCT
easat-2661	364	22	respectively	respectively	ADV
easat-2661	364	23	.	.	PUNCT
easat-2661	365	1	the	the	DET
easat-2661	365	2	writing	writing	NOUN
easat-2661	365	3	and	and	CCONJ
easat-2661	365	4	editing	editing	NOUN
easat-2661	365	5	were	be	AUX
easat-2661	365	6	carried	carry	VERB
easat-2661	365	7	out	out	ADP
easat-2661	365	8	by	by	ADP
easat-2661	365	9	the	the	DET
easat-2661	365	10	two	two	NUM
easat-2661	365	11	professors	professor	NOUN
easat-2661	365	12	and	and	CCONJ
easat-2661	365	13	has	have	AUX
easat-2661	365	14	been	be	AUX
easat-2661	365	15	approved	approve	VERB
easat-2661	365	16	to	to	PART
easat-2661	365	17	be	be	AUX
easat-2661	365	18	published	publish	VERB
easat-2661	365	19	in	in	ADP
easat-2661	365	20	this	this	DET
easat-2661	365	21	innovative	innovative	ADJ
easat-2661	365	22	journal	journal	NOUN
easat-2661	365	23	.	.	PUNCT
easat-2661	366	1	we	we	PRON
easat-2661	366	2	therefore	therefore	ADV
easat-2661	366	3	declare	declare	VERB
easat-2661	366	4	no	no	DET
easat-2661	366	5	conflict	conflict	NOUN
easat-2661	366	6	of	of	ADP
easat-2661	366	7	interest	interest	NOUN
easat-2661	366	8	in	in	ADP
easat-2661	366	9	publishing	publish	VERB
easat-2661	366	10	this	this	DET
easat-2661	366	11	paper	paper	NOUN
easat-2661	366	12	.	.	PUNCT
easat-2661	367	1	data	datum	NOUN
easat-2661	367	2	availability	availability	NOUN
easat-2661	367	3	:	:	PUNCT
easat-2661	367	4	the	the	DET
easat-2661	367	5	data	datum	NOUN
easat-2661	367	6	was	be	AUX
easat-2661	367	7	obtained	obtain	VERB
easat-2661	367	8	from	from	ADP
easat-2661	367	9	the	the	DET
easat-2661	367	10	south	south	ADJ
easat-2661	367	11	african	african	ADJ
easat-2661	367	12	weather	weather	PROPN
easat-2661	367	13	service	service	PROPN
easat-2661	367	14	,	,	PUNCT
easat-2661	367	15	pretoria	pretoria	PROPN
easat-2661	367	16	.	.	PUNCT
easat-2661	367	17	https://www.weathersa.co.za/	https://www.weathersa.co.za/	PROPN
easat-2661	367	18	conflicts	conflict	NOUN
easat-2661	367	19	of	of	ADP
easat-2661	367	20	interest	interest	NOUN
easat-2661	367	21	:	:	PUNCT
easat-2661	367	22	the	the	DET
easat-2661	367	23	authors	author	NOUN
easat-2661	367	24	declare	declare	VERB
easat-2661	367	25	that	that	SCONJ
easat-2661	367	26	there	there	PRON
easat-2661	367	27	is	be	VERB
easat-2661	367	28	no	no	DET
easat-2661	367	29	conflict	conflict	NOUN
easat-2661	367	30	of	of	ADP
easat-2661	367	31	interest	interest	NOUN
easat-2661	367	32	with	with	ADP
easat-2661	367	33	the	the	DET
easat-2661	367	34	publishing	publishing	NOUN
easat-2661	367	35	of	of	ADP
easat-2661	367	36	this	this	DET
easat-2661	367	37	article	article	NOUN
easat-2661	367	38	for	for	ADP
easat-2661	367	39	the	the	DET
easat-2661	367	40	corresponding	corresponding	ADJ
easat-2661	367	41	author	author	NOUN
easat-2661	367	42	and	and	CCONJ
easat-2661	367	43	the	the	DET
easat-2661	367	44	co	co	NOUN
easat-2661	367	45	-	-	NOUN
easat-2661	367	46	authors	author	NOUN
easat-2661	367	47	.	.	PUNCT
easat-2661	368	1	authors	author	NOUN
easat-2661	368	2	contributions	contribution	VERB
easat-2661	368	3	:	:	PUNCT
easat-2661	368	4	this	this	DET
easat-2661	368	5	paper	paper	NOUN
easat-2661	368	6	was	be	AUX
easat-2661	368	7	carried	carry	VERB
easat-2661	368	8	out	out	ADP
easat-2661	368	9	in	in	ADP
easat-2661	368	10	collaboration	collaboration	NOUN
easat-2661	368	11	between	between	ADP
easat-2661	368	12	all	all	DET
easat-2661	368	13	the	the	DET
easat-2661	368	14	authors	author	NOUN
easat-2661	368	15	.	.	PUNCT
easat-2661	369	1	prof	prof	PROPN
easat-2661	369	2	pius	pius	PROPN
easat-2661	369	3	a.	a.	NOUN
easat-2661	369	4	owolawi	owolawi	NOUN
easat-2661	369	5	designed	design	VERB
easat-2661	369	6	the	the	DET
easat-2661	369	7	study	study	NOUN
easat-2661	369	8	.	.	PUNCT
easat-2661	370	1	corresponding	correspond	VERB
easat-2661	370	2	author	author	NOUN
easat-2661	370	3	adewumi	adewumi	PROPN
easat-2661	370	4	.	.	PUNCT
easat-2661	371	1	o.	o.	PROPN
easat-2661	371	2	ayo	ayo	PROPN
easat-2661	371	3	performed	perform	VERB
easat-2661	371	4	the	the	DET
easat-2661	371	5	statistical	statistical	ADJ
easat-2661	371	6	analysis	analysis	NOUN
easat-2661	371	7	,	,	PUNCT
easat-2661	371	8	wrote	write	VERB
easat-2661	371	9	the	the	DET
easat-2661	371	10	protocol	protocol	NOUN
easat-2661	371	11	,	,	PUNCT
easat-2661	371	12	wrote	write	VERB
easat-2661	371	13	the	the	DET
easat-2661	371	14	first	first	ADJ
easat-2661	371	15	draft	draft	NOUN
easat-2661	371	16	of	of	ADP
easat-2661	371	17	the	the	DET
easat-2661	371	18	manuscript	manuscript	NOUN
easat-2661	371	19	,	,	PUNCT
easat-2661	371	20	and	and	CCONJ
easat-2661	371	21	managed	manage	VERB
easat-2661	371	22	to	to	ADP
easat-2661	371	23	the	the	DET
easat-2661	371	24	literature	literature	NOUN
easat-2661	371	25	searches	search	NOUN
easat-2661	371	26	.	.	PUNCT
easat-2661	372	1	prof	prof	PROPN
easat-2661	372	2	.	.	PUNCT
easat-2661	372	3	joseph	joseph	PROPN
easat-2661	372	4	.	.	PUNCT
easat-2661	373	1	s.	s.	PROPN
easat-2661	373	2	ojo	ojo	PROPN
easat-2661	373	3	managed	manage	VERB
easat-2661	373	4	the	the	DET
easat-2661	373	5	analysis	analysis	NOUN
easat-2661	373	6	of	of	ADP
easat-2661	373	7	the	the	DET
easat-2661	373	8	study	study	NOUN
easat-2661	373	9	.	.	PUNCT
easat-2661	374	1	co	co	NOUN
easat-2661	374	2	-	-	NOUN
easat-2661	374	3	authors	author	NOUN
easat-2661	374	4	read	read	VERB
easat-2661	374	5	and	and	CCONJ
easat-2661	374	6	approved	approve	VERB
easat-2661	374	7	the	the	DET
easat-2661	374	8	final	final	ADJ
easat-2661	374	9	manuscript	manuscript	NOUN
easat-2661	374	10	.	.	PUNCT
easat-2661	375	1	acknowledgments	acknowledgment	NOUN
easat-2661	375	2	:	:	PUNCT
easat-2661	375	3	the	the	DET
easat-2661	375	4	authors	author	NOUN
easat-2661	375	5	gratefully	gratefully	ADV
easat-2661	375	6	acknowledge	acknowledge	VERB
easat-2661	375	7	the	the	DET
easat-2661	375	8	south	south	ADJ
easat-2661	375	9	african	african	ADJ
easat-2661	375	10	weather	weather	NOUN
easat-2661	375	11	services	service	NOUN
easat-2661	375	12	(	(	PUNCT
easat-2661	375	13	saws	saw	NOUN
easat-2661	375	14	)	)	PUNCT
easat-2661	375	15	for	for	ADP
easat-2661	375	16	the	the	DET
easat-2661	375	17	data	datum	NOUN
easat-2661	375	18	used	use	VERB
easat-2661	375	19	in	in	ADP
easat-2661	375	20	this	this	DET
easat-2661	375	21	work	work	NOUN
easat-2661	375	22	and	and	CCONJ
easat-2661	375	23	tshwane	tshwane	NOUN
easat-2661	375	24	university	university	NOUN
easat-2661	375	25	of	of	ADP
easat-2661	375	26	technology	technology	PROPN
easat-2661	375	27	,	,	PUNCT
easat-2661	375	28	pretoria	pretoria	PROPN
easat-2661	375	29	,	,	PUNCT
easat-2661	375	30	south	south	PROPN
easat-2661	375	31	africa	africa	PROPN
easat-2661	375	32	.	.	PUNCT
easat-2661	376	1	copyright	copyright	NOUN
easat-2661	376	2	:	:	PUNCT
easat-2661	376	3	©	©	PROPN
easat-2661	376	4	2024	2024	NUM
easat-2661	376	5	by	by	ADP
easat-2661	376	6	the	the	DET
easat-2661	376	7	authors	author	NOUN
easat-2661	376	8	.	.	PUNCT
easat-2661	377	1	this	this	DET
easat-2661	377	2	article	article	NOUN
easat-2661	377	3	is	be	AUX
easat-2661	377	4	an	an	DET
easat-2661	377	5	open	open	ADJ
easat-2661	377	6	access	access	NOUN
easat-2661	377	7	article	article	NOUN
easat-2661	377	8	distributed	distribute	VERB
easat-2661	377	9	under	under	ADP
easat-2661	377	10	the	the	DET
easat-2661	377	11	terms	term	NOUN
easat-2661	377	12	and	and	CCONJ
easat-2661	377	13	conditions	condition	NOUN
easat-2661	377	14	of	of	ADP
easat-2661	377	15	the	the	DET
easat-2661	377	16	creative	creative	ADJ
easat-2661	377	17	commons	common	NOUN
easat-2661	377	18	attribution	attribution	NOUN
easat-2661	377	19	(	(	PUNCT
easat-2661	377	20	cc	cc	NOUN
easat-2661	377	21	by	by	ADP
easat-2661	377	22	)	)	PUNCT
easat-2661	377	23	license	license	NOUN
easat-2661	377	24	(	(	PUNCT
easat-2661	377	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2661	377	26	)	)	PUNCT
easat-2661	377	27	.	.	PUNCT
easat-2661	378	1	references	reference	NOUN
easat-2661	378	2	[	[	X
easat-2661	378	3	1	1	NUM
easat-2661	378	4	]	]	X
easat-2661	378	5	y.	y.	PROPN
easat-2661	378	6	p.	p.	PROPN
easat-2661	378	7	pasaribu	pasaribu	PROPN
easat-2661	378	8	,	,	PUNCT
easat-2661	378	9	h.	h.	PROPN
easat-2661	378	10	fitrianti	fitrianti	PROPN
easat-2661	378	11	,	,	PUNCT
easat-2661	378	12	and	and	CCONJ
easat-2661	378	13	d.	d.	PROPN
easat-2661	378	14	r.	r.	PROPN
easat-2661	378	15	suryani	suryani	PROPN
easat-2661	378	16	,	,	PUNCT
easat-2661	378	17	"	"	PUNCT
easat-2661	378	18	rainfall	rainfall	NOUN
easat-2661	378	19	forecast	forecast	NOUN
easat-2661	378	20	of	of	ADP
easat-2661	378	21	merauke	merauke	NOUN
easat-2661	378	22	using	use	VERB
easat-2661	378	23	autoregressive	autoregressive	ADJ
easat-2661	378	24	integrated	integrated	ADJ
easat-2661	378	25	moving	move	VERB
easat-2661	378	26	average	average	ADJ
easat-2661	378	27	model	model	NOUN
easat-2661	378	28	,	,	PUNCT
easat-2661	378	29	"	"	PUNCT
easat-2661	378	30	in	in	ADP
easat-2661	378	31	e3s	e3s	PROPN
easat-2661	378	32	web	web	NOUN
easat-2661	378	33	of	of	ADP
easat-2661	378	34	conferences	conference	NOUN
easat-2661	378	35	,	,	PUNCT
easat-2661	378	36	vol	vol	NOUN
easat-2661	378	37	.	.	PUNCT
easat-2661	379	1	73	73	NUM
easat-2661	379	2	:	:	PUNCT
easat-2661	379	3	edp	edp	NOUN
easat-2661	379	4	sciences	sciences	PROPN
easat-2661	379	5	,	,	PUNCT
easat-2661	379	6	p.	p.	NOUN
easat-2661	379	7	12010	12010	NUM
easat-2661	379	8	,	,	PUNCT
easat-2661	379	9	2018	2018	NUM
easat-2661	379	10	.	.	PUNCT
easat-2661	380	1	[	[	X
easat-2661	380	2	2	2	X
easat-2661	380	3	]	]	X
easat-2661	380	4	y.	y.	PROPN
easat-2661	380	5	lai	lai	PROPN
easat-2661	380	6	and	and	CCONJ
easat-2661	380	7	d.	d.	PROPN
easat-2661	380	8	a.	a.	PROPN
easat-2661	380	9	dzombak	dzombak	PROPN
easat-2661	380	10	,	,	PUNCT
easat-2661	380	11	"	"	PUNCT
easat-2661	380	12	use	use	NOUN
easat-2661	380	13	of	of	ADP
easat-2661	380	14	the	the	DET
easat-2661	380	15	autoregressive	autoregressive	ADJ
easat-2661	380	16	integrated	integrated	ADJ
easat-2661	380	17	moving	move	VERB
easat-2661	380	18	average	average	ADJ
easat-2661	380	19	(	(	PUNCT
easat-2661	380	20	arima	arima	PROPN
easat-2661	380	21	)	)	PUNCT
easat-2661	380	22	model	model	NOUN
easat-2661	380	23	to	to	PART
easat-2661	380	24	forecast	forecast	VERB
easat-2661	380	25	nearterm	nearterm	PROPN
easat-2661	380	26	regional	regional	ADJ
easat-2661	380	27	temperature	temperature	NOUN
easat-2661	380	28	and	and	CCONJ
easat-2661	380	29	precipitation	precipitation	NOUN
easat-2661	380	30	,	,	PUNCT
easat-2661	380	31	"	"	PUNCT
easat-2661	380	32	weather	weather	NOUN
easat-2661	380	33	and	and	CCONJ
easat-2661	380	34	forecasting	forecasting	NOUN
easat-2661	380	35	,	,	PUNCT
easat-2661	380	36	vol	vol	NOUN
easat-2661	380	37	.	.	PROPN
easat-2661	380	38	35	35	NUM
easat-2661	380	39	,	,	PUNCT
easat-2661	380	40	no	no	INTJ
easat-2661	380	41	.	.	NOUN
easat-2661	380	42	3	3	NUM
easat-2661	380	43	,	,	PUNCT
easat-2661	380	44	pp	pp	ADJ
easat-2661	380	45	.	.	PUNCT
easat-2661	381	1	959	959	NUM
easat-2661	381	2	-	-	SYM
easat-2661	381	3	976	976	NUM
easat-2661	381	4	,	,	PUNCT
easat-2661	381	5	2020	2020	NUM
easat-2661	381	6	.	.	PUNCT
easat-2661	382	1	[	[	X
easat-2661	382	2	3	3	X
easat-2661	382	3	]	]	X
easat-2661	382	4	l.	l.	PROPN
easat-2661	382	5	martínez	martínez	PROPN
easat-2661	382	6	-	-	PUNCT
easat-2661	382	7	acosta	acosta	PROPN
easat-2661	382	8	,	,	PUNCT
easat-2661	382	9	j.	j.	PROPN
easat-2661	382	10	p.	p.	PROPN
easat-2661	382	11	medrano	medrano	PROPN
easat-2661	382	12	-	-	PUNCT
easat-2661	382	13	barboza	barboza	PROPN
easat-2661	382	14	,	,	PUNCT
easat-2661	382	15	á	á	PROPN
easat-2661	382	16	.	.	PUNCT
easat-2661	382	17	lópez	lópez	PROPN
easat-2661	382	18	-	-	PUNCT
easat-2661	382	19	ramos	ramos	PROPN
easat-2661	382	20	,	,	PUNCT
easat-2661	382	21	j.	j.	PROPN
easat-2661	382	22	f.	f.	PROPN
easat-2661	382	23	remolina	remolina	PROPN
easat-2661	382	24	lópez	lópez	PROPN
easat-2661	382	25	,	,	PUNCT
easat-2661	382	26	and	and	CCONJ
easat-2661	382	27	á	á	X
easat-2661	382	28	.	.	PUNCT
easat-2661	382	29	a.	a.	PROPN
easat-2661	382	30	lópez	lópez	PROPN
easat-2661	382	31	-	-	PUNCT
easat-2661	382	32	lambraño	lambraño	NOUN
easat-2661	382	33	,	,	PUNCT
easat-2661	382	34	"	"	PUNCT
easat-2661	382	35	sarima	sarima	NOUN
easat-2661	382	36	approach	approach	NOUN
easat-2661	382	37	to	to	ADP
easat-2661	382	38	generating	generate	VERB
easat-2661	382	39	synthetic	synthetic	ADJ
easat-2661	382	40	monthly	monthly	ADJ
easat-2661	382	41	rainfall	rainfall	NOUN
easat-2661	382	42	in	in	ADP
easat-2661	382	43	the	the	DET
easat-2661	382	44	sinú	sinú	PROPN
easat-2661	382	45	river	river	NOUN
easat-2661	382	46	watershed	watershe	VERB
easat-2661	382	47	in	in	ADP
easat-2661	382	48	colombia	colombia	PROPN
easat-2661	382	49	,	,	PUNCT
easat-2661	382	50	"	"	PUNCT
easat-2661	382	51	atmosphere	atmosphere	NOUN
easat-2661	382	52	,	,	PUNCT
easat-2661	382	53	vol	vol	NOUN
easat-2661	382	54	.	.	PROPN
easat-2661	382	55	11	11	NUM
easat-2661	382	56	,	,	PUNCT
easat-2661	382	57	no	no	INTJ
easat-2661	382	58	.	.	NOUN
easat-2661	382	59	6	6	NUM
easat-2661	382	60	,	,	PUNCT
easat-2661	382	61	p.	p.	NOUN
easat-2661	382	62	602	602	NUM
easat-2661	382	63	,	,	PUNCT
easat-2661	382	64	2020	2020	NUM
easat-2661	382	65	.	.	PUNCT
easat-2661	383	1	[	[	X
easat-2661	383	2	4	4	X
easat-2661	383	3	]	]	X
easat-2661	383	4	g.	g.	PROPN
easat-2661	383	5	box	box	PROPN
easat-2661	383	6	,	,	PUNCT
easat-2661	383	7	"	"	PUNCT
easat-2661	383	8	box	box	NOUN
easat-2661	383	9	and	and	CCONJ
easat-2661	383	10	jenkins	jenkins	PROPN
easat-2661	383	11	:	:	PUNCT
easat-2661	383	12	time	time	NOUN
easat-2661	383	13	series	series	PROPN
easat-2661	383	14	analysis	analysis	NOUN
easat-2661	383	15	,	,	PUNCT
easat-2661	383	16	forecasting	forecasting	NOUN
easat-2661	383	17	and	and	CCONJ
easat-2661	383	18	control	control	NOUN
easat-2661	383	19	,	,	PUNCT
easat-2661	383	20	"	"	PUNCT
easat-2661	383	21	in	in	ADP
easat-2661	383	22	a	a	DET
easat-2661	383	23	very	very	ADV
easat-2661	383	24	british	british	ADJ
easat-2661	383	25	affair	affair	NOUN
easat-2661	383	26	:	:	PUNCT
easat-2661	383	27	six	six	NUM
easat-2661	383	28	britons	briton	NOUN
easat-2661	383	29	and	and	CCONJ
easat-2661	383	30	the	the	DET
easat-2661	383	31	development	development	NOUN
easat-2661	383	32	of	of	ADP
easat-2661	383	33	time	time	NOUN
easat-2661	383	34	series	series	PROPN
easat-2661	383	35	analysis	analysis	NOUN
easat-2661	383	36	during	during	ADP
easat-2661	383	37	the	the	DET
easat-2661	383	38	20th	20th	ADJ
easat-2661	383	39	century	century	NOUN
easat-2661	383	40	:	:	PUNCT
easat-2661	383	41	springer	springer	NOUN
easat-2661	383	42	,	,	PUNCT
easat-2661	383	43	pp	pp	X
easat-2661	383	44	.	.	PUNCT
easat-2661	383	45	161	161	NUM
easat-2661	383	46	-	-	SYM
easat-2661	383	47	215	215	NUM
easat-2661	383	48	,	,	PUNCT
easat-2661	383	49	2013	2013	NUM
easat-2661	383	50	.	.	PUNCT
easat-2661	384	1	[	[	X
easat-2661	384	2	5	5	X
easat-2661	384	3	]	]	X
easat-2661	384	4	g.	g.	PROPN
easat-2661	384	5	t.	t.	PROPN
easat-2661	384	6	wilson	wilson	PROPN
easat-2661	384	7	,	,	PUNCT
easat-2661	384	8	"	"	PUNCT
easat-2661	384	9	time	time	NOUN
easat-2661	384	10	series	series	NOUN
easat-2661	384	11	analysis	analysis	NOUN
easat-2661	384	12	:	:	PUNCT
easat-2661	384	13	forecasting	forecasting	NOUN
easat-2661	384	14	and	and	CCONJ
easat-2661	384	15	control	control	NOUN
easat-2661	384	16	,	,	PUNCT
easat-2661	384	17	by	by	ADP
easat-2661	384	18	george	george	PROPN
easat-2661	384	19	ep	ep	PROPN
easat-2661	384	20	box	box	PROPN
easat-2661	384	21	,	,	PUNCT
easat-2661	384	22	gwilym	gwilym	PROPN
easat-2661	384	23	m.	m.	PROPN
easat-2661	384	24	jenkins	jenkins	PROPN
easat-2661	384	25	,	,	PUNCT
easat-2661	384	26	gregory	gregory	PROPN
easat-2661	384	27	c.	c.	PROPN
easat-2661	384	28	reinsel	reinsel	PROPN
easat-2661	384	29	and	and	CCONJ
easat-2661	384	30	greta	greta	PROPN
easat-2661	384	31	m.	m.	PROPN
easat-2661	384	32	ljung	ljung	PROPN
easat-2661	384	33	,	,	PUNCT
easat-2661	384	34	2015	2015	NUM
easat-2661	384	35	.	.	PUNCT
easat-2661	385	1	published	publish	VERB
easat-2661	385	2	by	by	ADP
easat-2661	385	3	john	john	PROPN
easat-2661	385	4	wiley	wiley	PROPN
easat-2661	385	5	and	and	CCONJ
easat-2661	385	6	sons	sons	PROPN
easat-2661	385	7	inc	inc	PROPN
easat-2661	385	8	.	.	PROPN
easat-2661	385	9	,	,	PUNCT
easat-2661	385	10	hoboken	hoboken	PROPN
easat-2661	385	11	,	,	PUNCT
easat-2661	385	12	new	new	PROPN
easat-2661	385	13	jersey	jersey	PROPN
easat-2661	385	14	,	,	PUNCT
easat-2661	385	15	pp	pp	X
easat-2661	385	16	.	.	PUNCT
easat-2661	386	1	712	712	NUM
easat-2661	386	2	.	.	PUNCT
easat-2661	387	1	isbn	isbn	ADJ
easat-2661	387	2	:	:	PUNCT
easat-2661	387	3	978‐1‐118‐67502‐1	978‐1‐118‐67502‐1	NUM
easat-2661	387	4	,	,	PUNCT
easat-2661	387	5	"	"	PUNCT
easat-2661	387	6	ed	ed	NOUN
easat-2661	387	7	:	:	PUNCT
easat-2661	387	8	wiley	wiley	PROPN
easat-2661	387	9	online	online	PROPN
easat-2661	387	10	library	library	PROPN
easat-2661	387	11	,	,	PUNCT
easat-2661	387	12	2016	2016	NUM
easat-2661	387	13	.	.	PUNCT
easat-2661	388	1	[	[	X
easat-2661	388	2	6	6	NUM
easat-2661	388	3	]	]	PUNCT
easat-2661	388	4	j.	j.	PROPN
easat-2661	388	5	ojo	ojo	PROPN
easat-2661	388	6	and	and	CCONJ
easat-2661	388	7	p.	p.	PROPN
easat-2661	388	8	owolawi	owolawi	NOUN
easat-2661	388	9	,	,	PUNCT
easat-2661	388	10	"	"	PUNCT
easat-2661	388	11	development	development	NOUN
easat-2661	388	12	of	of	ADP
easat-2661	388	13	one	one	NUM
easat-2661	388	14	-	-	PUNCT
easat-2661	388	15	minute	minute	NOUN
easat-2661	388	16	rain	rain	NOUN
easat-2661	388	17	-	-	PUNCT
easat-2661	388	18	rate	rate	NOUN
easat-2661	388	19	and	and	CCONJ
easat-2661	388	20	rain	rain	NOUN
easat-2661	388	21	-	-	PUNCT
easat-2661	388	22	attenuation	attenuation	NOUN
easat-2661	388	23	contour	contour	NOUN
easat-2661	388	24	maps	map	NOUN
easat-2661	388	25	for	for	ADP
easat-2661	388	26	satellite	satellite	NOUN
easat-2661	388	27	propagation	propagation	NOUN
easat-2661	388	28	system	system	NOUN
easat-2661	388	29	planning	planning	NOUN
easat-2661	388	30	in	in	ADP
easat-2661	388	31	a	a	DET
easat-2661	388	32	subtropical	subtropical	ADJ
easat-2661	388	33	country	country	NOUN
easat-2661	388	34	:	:	PUNCT
easat-2661	388	35	south	south	PROPN
easat-2661	388	36	africa	africa	PROPN
easat-2661	388	37	,	,	PUNCT
easat-2661	388	38	"	"	PUNCT
easat-2661	388	39	advances	advance	NOUN
easat-2661	388	40	in	in	ADP
easat-2661	388	41	space	space	NOUN
easat-2661	388	42	research	research	NOUN
easat-2661	388	43	,	,	PUNCT
easat-2661	388	44	vol	vol	NOUN
easat-2661	388	45	.	.	PROPN
easat-2661	389	1	54	54	NUM
easat-2661	389	2	,	,	PUNCT
easat-2661	389	3	no	no	INTJ
easat-2661	389	4	.	.	NOUN
easat-2661	389	5	8	8	NUM
easat-2661	389	6	,	,	PUNCT
easat-2661	389	7	pp	pp	ADJ
easat-2661	389	8	.	.	PUNCT
easat-2661	390	1	1487	1487	NUM
easat-2661	390	2	-	-	SYM
easat-2661	390	3	1501	1501	NUM
easat-2661	390	4	,	,	PUNCT
easat-2661	390	5	2014	2014	NUM
easat-2661	390	6	.	.	PUNCT
easat-2661	391	1	[	[	X
easat-2661	391	2	7	7	X
easat-2661	391	3	]	]	PUNCT
easat-2661	391	4	g.	g.	PROPN
easat-2661	391	5	p.	p.	PROPN
easat-2661	391	6	zhang	zhang	PROPN
easat-2661	391	7	and	and	CCONJ
easat-2661	391	8	m.	m.	PROPN
easat-2661	391	9	qi	qi	PROPN
easat-2661	391	10	,	,	PUNCT
easat-2661	391	11	"	"	PUNCT
easat-2661	391	12	neural	neural	ADJ
easat-2661	391	13	network	network	NOUN
easat-2661	391	14	forecasting	forecasting	NOUN
easat-2661	391	15	for	for	ADP
easat-2661	391	16	seasonal	seasonal	ADJ
easat-2661	391	17	and	and	CCONJ
easat-2661	391	18	trend	trend	NOUN
easat-2661	391	19	time	time	NOUN
easat-2661	391	20	series	series	NOUN
easat-2661	391	21	,	,	PUNCT
easat-2661	391	22	"	"	PUNCT
easat-2661	391	23	european	european	ADJ
easat-2661	391	24	journal	journal	PROPN
easat-2661	391	25	of	of	ADP
easat-2661	391	26	operational	operational	ADJ
easat-2661	391	27	research	research	NOUN
easat-2661	391	28	,	,	PUNCT
easat-2661	391	29	vol	vol	NOUN
easat-2661	391	30	.	.	PROPN
easat-2661	391	31	160	160	NUM
easat-2661	391	32	,	,	PUNCT
easat-2661	391	33	no	no	INTJ
easat-2661	391	34	.	.	NOUN
easat-2661	391	35	2	2	NUM
easat-2661	391	36	,	,	PUNCT
easat-2661	391	37	pp	pp	ADJ
easat-2661	391	38	.	.	PUNCT
easat-2661	391	39	501	501	NUM
easat-2661	391	40	-	-	SYM
easat-2661	391	41	514	514	NUM
easat-2661	391	42	,	,	PUNCT
easat-2661	391	43	2005	2005	NUM
easat-2661	391	44	.	.	PUNCT
easat-2661	392	1	[	[	X
easat-2661	392	2	8	8	NUM
easat-2661	392	3	]	]	PUNCT
easat-2661	392	4	p.	p.	NOUN
easat-2661	392	5	aghelpour	aghelpour	PROPN
easat-2661	392	6	and	and	CCONJ
easat-2661	392	7	v.	v.	ADP
easat-2661	392	8	varshavian	varshavian	NOUN
easat-2661	392	9	,	,	PUNCT
easat-2661	392	10	"	"	PUNCT
easat-2661	392	11	evaluation	evaluation	NOUN
easat-2661	392	12	of	of	ADP
easat-2661	392	13	stochastic	stochastic	ADJ
easat-2661	392	14	and	and	CCONJ
easat-2661	392	15	artificial	artificial	ADJ
easat-2661	392	16	intelligence	intelligence	NOUN
easat-2661	392	17	models	model	NOUN
easat-2661	392	18	in	in	ADP
easat-2661	392	19	modeling	modeling	NOUN
easat-2661	392	20	and	and	CCONJ
easat-2661	392	21	predicting	predicting	NOUN
easat-2661	392	22	of	of	ADP
easat-2661	392	23	river	river	NOUN
easat-2661	392	24	daily	daily	ADJ
easat-2661	392	25	flow	flow	NOUN
easat-2661	392	26	time	time	NOUN
easat-2661	392	27	series	series	NOUN
easat-2661	392	28	,	,	PUNCT
easat-2661	392	29	"	"	PUNCT
easat-2661	392	30	stochastic	stochastic	ADJ
easat-2661	392	31	environmental	environmental	ADJ
easat-2661	392	32	research	research	NOUN
easat-2661	392	33	and	and	CCONJ
easat-2661	392	34	risk	risk	NOUN
easat-2661	392	35	assessment	assessment	NOUN
easat-2661	392	36	,	,	PUNCT
easat-2661	392	37	vol	vol	NOUN
easat-2661	392	38	.	.	PROPN
easat-2661	393	1	34	34	NUM
easat-2661	393	2	,	,	PUNCT
easat-2661	393	3	no	no	INTJ
easat-2661	393	4	.	.	NOUN
easat-2661	393	5	1	1	NUM
easat-2661	393	6	,	,	PUNCT
easat-2661	393	7	pp	pp	ADJ
easat-2661	393	8	.	.	PUNCT
easat-2661	393	9	3350	3350	NUM
easat-2661	393	10	,	,	PUNCT
easat-2661	393	11	2020	2020	NUM
easat-2661	393	12	.	.	PUNCT
easat-2661	394	1	[	[	X
easat-2661	394	2	9	9	NUM
easat-2661	394	3	]	]	PUNCT
easat-2661	394	4	r.	r.	PROPN
easat-2661	394	5	nochai	nochai	PROPN
easat-2661	394	6	and	and	CCONJ
easat-2661	394	7	t.	t.	PROPN
easat-2661	394	8	nochai	nochai	PROPN
easat-2661	394	9	,	,	PUNCT
easat-2661	394	10	"	"	PUNCT
easat-2661	394	11	arima	arima	NOUN
easat-2661	394	12	model	model	NOUN
easat-2661	394	13	for	for	ADP
easat-2661	394	14	forecasting	forecast	VERB
easat-2661	394	15	oil	oil	NOUN
easat-2661	394	16	palm	palm	NOUN
easat-2661	394	17	price	price	NOUN
easat-2661	394	18	,	,	PUNCT
easat-2661	394	19	"	"	PUNCT
easat-2661	394	20	in	in	ADP
easat-2661	394	21	proceedings	proceeding	NOUN
easat-2661	394	22	of	of	ADP
easat-2661	394	23	the	the	DET
easat-2661	394	24	2nd	2nd	PROPN
easat-2661	394	25	imt	imt	PROPN
easat-2661	394	26	-	-	PUNCT
easat-2661	394	27	gt	gt	PROPN
easat-2661	394	28	regional	regional	ADJ
easat-2661	394	29	conference	conference	NOUN
easat-2661	394	30	on	on	ADP
easat-2661	394	31	mathematics	mathematic	NOUN
easat-2661	394	32	,	,	PUNCT
easat-2661	394	33	statistics	statistic	NOUN
easat-2661	394	34	and	and	CCONJ
easat-2661	394	35	applications	application	NOUN
easat-2661	394	36	,	,	PUNCT
easat-2661	394	37	academia	academia	PROPN
easat-2661	394	38	penang	penang	PROPN
easat-2661	394	39	,	,	PUNCT
easat-2661	394	40	pp	pp	PROPN
easat-2661	394	41	.	.	PUNCT
easat-2661	395	1	13	13	NUM
easat-2661	395	2	-	-	SYM
easat-2661	395	3	15	15	NUM
easat-2661	395	4	,	,	PUNCT
easat-2661	395	5	2006	2006	NUM
easat-2661	395	6	.	.	PUNCT
easat-2661	396	1	https://www.weathersa.co.za/	https://www.weathersa.co.za/	PROPN
easat-2661	396	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2661	396	3	3128	3128	NUM
easat-2661	396	4	edelweiss	edelweiss	PROPN
easat-2661	396	5	applied	apply	VERB
easat-2661	396	6	science	science	NOUN
easat-2661	396	7	and	and	CCONJ
easat-2661	396	8	technology	technology	NOUN
easat-2661	396	9	issn	issn	PROPN
easat-2661	396	10	:	:	PUNCT
easat-2661	396	11	2576	2576	NUM
easat-2661	396	12	-	-	SYM
easat-2661	396	13	8484	8484	NUM
easat-2661	396	14	vol	vol	NOUN
easat-2661	396	15	.	.	PROPN
easat-2661	396	16	8	8	NUM
easat-2661	396	17	,	,	PUNCT
easat-2661	396	18	no	no	INTJ
easat-2661	396	19	.	.	NOUN
easat-2661	397	1	6	6	NUM
easat-2661	397	2	:	:	SYM
easat-2661	397	3	3100	3100	NUM
easat-2661	397	4	-	-	SYM
easat-2661	397	5	3128	3128	NUM
easat-2661	397	6	,	,	PUNCT
easat-2661	397	7	2024	2024	NUM
easat-2661	397	8	doi	doi	NOUN
easat-2661	397	9	:	:	PUNCT
easat-2661	397	10	10.55214/25768484.v8i6.2661	10.55214/25768484.v8i6.2661	PROPN
easat-2661	397	11	©	©	PROPN
easat-2661	397	12	2024	2024	NUM
easat-2661	397	13	by	by	ADP
easat-2661	397	14	the	the	DET
easat-2661	397	15	authors	author	NOUN
easat-2661	397	16	;	;	PUNCT
easat-2661	397	17	licensee	licensee	PROPN
easat-2661	397	18	learning	learning	NOUN
easat-2661	397	19	gate	gate	NOUN
easat-2661	398	1	[	[	X
easat-2661	398	2	10	10	NUM
easat-2661	398	3	]	]	PUNCT
easat-2661	398	4	m.	m.	NOUN
easat-2661	398	5	valipour	valipour	NOUN
easat-2661	398	6	,	,	PUNCT
easat-2661	398	7	"	"	PUNCT
easat-2661	398	8	ability	ability	NOUN
easat-2661	398	9	of	of	ADP
easat-2661	398	10	box	box	NOUN
easat-2661	398	11	-	-	PUNCT
easat-2661	398	12	jenkins	jenkin	NOUN
easat-2661	398	13	models	model	NOUN
easat-2661	398	14	to	to	PART
easat-2661	398	15	estimate	estimate	VERB
easat-2661	398	16	of	of	ADP
easat-2661	398	17	reference	reference	NOUN
easat-2661	398	18	potential	potential	ADJ
easat-2661	398	19	evapotranspiration	evapotranspiration	NOUN
easat-2661	398	20	(	(	PUNCT
easat-2661	398	21	a	a	DET
easat-2661	398	22	case	case	NOUN
easat-2661	398	23	study	study	NOUN
easat-2661	398	24	:	:	PUNCT
easat-2661	398	25	mehrabad	mehrabad	NOUN
easat-2661	398	26	synoptic	synoptic	ADJ
easat-2661	398	27	station	station	NOUN
easat-2661	398	28	,	,	PUNCT
easat-2661	398	29	tehran	tehran	PROPN
easat-2661	398	30	,	,	PUNCT
easat-2661	398	31	iran	iran	PROPN
easat-2661	398	32	)	)	PUNCT
easat-2661	398	33	,	,	PUNCT
easat-2661	398	34	"	"	PUNCT
easat-2661	398	35	iosr	iosr	ADJ
easat-2661	398	36	journal	journal	NOUN
easat-2661	398	37	of	of	ADP
easat-2661	398	38	agriculture	agriculture	NOUN
easat-2661	398	39	and	and	CCONJ
easat-2661	398	40	veterinary	veterinary	ADJ
easat-2661	398	41	science	science	NOUN
easat-2661	398	42	,	,	PUNCT
easat-2661	398	43	vol	vol	NOUN
easat-2661	398	44	.	.	PROPN
easat-2661	398	45	1	1	NUM
easat-2661	398	46	,	,	PUNCT
easat-2661	398	47	no	no	INTJ
easat-2661	398	48	.	.	NOUN
easat-2661	398	49	5	5	NUM
easat-2661	398	50	,	,	PUNCT
easat-2661	398	51	pp	pp	ADJ
easat-2661	398	52	.	.	PUNCT
easat-2661	399	1	1	1	NUM
easat-2661	399	2	-	-	SYM
easat-2661	399	3	11	11	NUM
easat-2661	399	4	,	,	PUNCT
easat-2661	399	5	2012	2012	NUM
easat-2661	399	6	.	.	PUNCT
easat-2661	400	1	[	[	X
easat-2661	400	2	11	11	NUM
easat-2661	400	3	]	]	X
easat-2661	400	4	d.	d.	PROPN
easat-2661	400	5	p.	p.	PROPN
easat-2661	400	6	patel	patel	PROPN
easat-2661	400	7	,	,	PUNCT
easat-2661	400	8	m.	m.	NOUN
easat-2661	400	9	m.	m.	PROPN
easat-2661	400	10	patel	patel	PROPN
easat-2661	400	11	,	,	PUNCT
easat-2661	400	12	and	and	CCONJ
easat-2661	400	13	d.	d.	PROPN
easat-2661	400	14	r.	r.	PROPN
easat-2661	400	15	patel	patel	PROPN
easat-2661	400	16	,	,	PUNCT
easat-2661	400	17	"	"	PUNCT
easat-2661	400	18	implementation	implementation	NOUN
easat-2661	400	19	of	of	ADP
easat-2661	400	20	arima	arima	PROPN
easat-2661	400	21	model	model	NOUN
easat-2661	400	22	to	to	PART
easat-2661	400	23	predict	predict	VERB
easat-2661	400	24	rain	rain	NOUN
easat-2661	400	25	attenuation	attenuation	NOUN
easat-2661	400	26	for	for	ADP
easat-2661	400	27	kuband	kuband	ADJ
easat-2661	400	28	12	12	NUM
easat-2661	400	29	ghz	ghz	NOUN
easat-2661	400	30	frequency	frequency	NOUN
easat-2661	400	31	,	,	PUNCT
easat-2661	400	32	"	"	PUNCT
easat-2661	400	33	iosr	iosr	ADJ
easat-2661	400	34	journal	journal	NOUN
easat-2661	400	35	of	of	ADP
easat-2661	400	36	electronics	electronic	NOUN
easat-2661	400	37	and	and	CCONJ
easat-2661	400	38	communication	communication	NOUN
easat-2661	400	39	engineering	engineering	NOUN
easat-2661	400	40	(	(	PUNCT
easat-2661	400	41	iosr	iosr	ADJ
easat-2661	400	42	-	-	PUNCT
easat-2661	400	43	jece	jece	NOUN
easat-2661	400	44	)	)	PUNCT
easat-2661	400	45	,	,	PUNCT
easat-2661	400	46	vol	vol	NOUN
easat-2661	400	47	.	.	PROPN
easat-2661	400	48	9	9	NUM
easat-2661	400	49	,	,	PUNCT
easat-2661	400	50	no	no	INTJ
easat-2661	400	51	.	.	NOUN
easat-2661	400	52	1	1	NUM
easat-2661	400	53	,	,	PUNCT
easat-2661	400	54	pp	pp	ADJ
easat-2661	400	55	.	.	PUNCT
easat-2661	401	1	83	83	NUM
easat-2661	401	2	-	-	SYM
easat-2661	401	3	87	87	NUM
easat-2661	401	4	,	,	PUNCT
easat-2661	401	5	2014	2014	NUM
easat-2661	401	6	.	.	PUNCT
easat-2661	402	1	[	[	X
easat-2661	402	2	12	12	NUM
easat-2661	402	3	]	]	X
easat-2661	402	4	n.	n.	PROPN
easat-2661	402	5	alex	alex	PROPN
easat-2661	402	6	,	,	PUNCT
easat-2661	402	7	f.	f.	PROPN
easat-2661	402	8	nalwanga	nalwanga	PROPN
easat-2661	402	9	,	,	PUNCT
easat-2661	402	10	i.	i.	PROPN
easat-2661	402	11	mugume	mugume	PROPN
easat-2661	402	12	,	,	PUNCT
easat-2661	402	13	b.	b.	PROPN
easat-2661	402	14	a.	a.	PROPN
easat-2661	402	15	ogwang	ogwang	PROPN
easat-2661	402	16	,	,	PUNCT
easat-2661	402	17	and	and	CCONJ
easat-2661	402	18	p.	p.	PROPN
easat-2661	402	19	waswa	waswa	PROPN
easat-2661	402	20	,	,	PUNCT
easat-2661	402	21	"	"	PUNCT
easat-2661	402	22	a	a	DET
easat-2661	402	23	community	community	NOUN
easat-2661	402	24	perspective	perspective	NOUN
easat-2661	402	25	of	of	ADP
easat-2661	402	26	flood	flood	NOUN
easat-2661	402	27	occurrence	occurrence	NOUN
easat-2661	402	28	and	and	CCONJ
easat-2661	402	29	weather	weather	NOUN
easat-2661	402	30	forecasting	forecasting	NOUN
easat-2661	402	31	over	over	ADP
easat-2661	402	32	kampala	kampala	PROPN
easat-2661	402	33	city	city	NOUN
easat-2661	402	34	,	,	PUNCT
easat-2661	402	35	"	"	PUNCT
easat-2661	402	36	african	african	ADJ
easat-2661	402	37	journal	journal	NOUN
easat-2661	402	38	of	of	ADP
easat-2661	402	39	environmental	environmental	ADJ
easat-2661	402	40	science	science	NOUN
easat-2661	402	41	and	and	CCONJ
easat-2661	402	42	technology	technology	NOUN
easat-2661	402	43	,	,	PUNCT
easat-2661	402	44	vol	vol	NOUN
easat-2661	402	45	.	.	PROPN
easat-2661	402	46	15	15	NUM
easat-2661	402	47	,	,	PUNCT
easat-2661	402	48	no	no	INTJ
easat-2661	402	49	.	.	NOUN
easat-2661	402	50	5	5	NUM
easat-2661	402	51	,	,	PUNCT
easat-2661	402	52	pp	pp	ADJ
easat-2661	402	53	.	.	PUNCT
easat-2661	403	1	188	188	NUM
easat-2661	403	2	-	-	NUM
easat-2661	403	3	201	201	NUM
easat-2661	403	4	,	,	PUNCT
easat-2661	403	5	2021	2021	NUM
easat-2661	403	6	.	.	PUNCT
easat-2661	404	1	[	[	X
easat-2661	404	2	13	13	NUM
easat-2661	404	3	]	]	PUNCT
easat-2661	404	4	s.	s.	PROPN
easat-2661	404	5	h.	h.	PROPN
easat-2661	404	6	bari	bari	PROPN
easat-2661	404	7	,	,	PUNCT
easat-2661	404	8	m.	m.	NOUN
easat-2661	404	9	rahman	rahman	PROPN
easat-2661	404	10	,	,	PUNCT
easat-2661	404	11	m.	m.	NOUN
easat-2661	404	12	hussain	hussain	PROPN
easat-2661	404	13	,	,	PUNCT
easat-2661	404	14	and	and	CCONJ
easat-2661	404	15	s.	s.	PROPN
easat-2661	404	16	ray	ray	PROPN
easat-2661	404	17	,	,	PUNCT
easat-2661	404	18	"	"	PUNCT
easat-2661	404	19	forecasting	forecast	VERB
easat-2661	404	20	monthly	monthly	ADJ
easat-2661	404	21	precipitation	precipitation	NOUN
easat-2661	404	22	in	in	ADP
easat-2661	404	23	sylhet	sylhet	NOUN
easat-2661	404	24	city	city	NOUN
easat-2661	404	25	using	use	VERB
easat-2661	404	26	arima	arima	PROPN
easat-2661	404	27	model	model	NOUN
easat-2661	404	28	,	,	PUNCT
easat-2661	404	29	"	"	PUNCT
easat-2661	404	30	civil	civil	ADJ
easat-2661	404	31	and	and	CCONJ
easat-2661	404	32	environmental	environmental	ADJ
easat-2661	404	33	research	research	NOUN
easat-2661	404	34	,	,	PUNCT
easat-2661	404	35	vol	vol	NOUN
easat-2661	404	36	.	.	PROPN
easat-2661	404	37	7	7	NUM
easat-2661	404	38	,	,	PUNCT
easat-2661	404	39	no	no	INTJ
easat-2661	404	40	.	.	NOUN
easat-2661	404	41	1	1	NUM
easat-2661	404	42	,	,	PUNCT
easat-2661	404	43	pp	pp	ADJ
easat-2661	404	44	.	.	PUNCT
easat-2661	405	1	69	69	NUM
easat-2661	405	2	-	-	SYM
easat-2661	405	3	77	77	NUM
easat-2661	405	4	,	,	PUNCT
easat-2661	405	5	2015	2015	NUM
easat-2661	405	6	.	.	PUNCT
easat-2661	406	1	[	[	X
easat-2661	406	2	14	14	NUM
easat-2661	406	3	]	]	PUNCT
easat-2661	406	4	z.	z.	PROPN
easat-2661	406	5	a.	a.	PROPN
easat-2661	406	6	shamsan	shamsan	ADV
easat-2661	406	7	,	,	PUNCT
easat-2661	406	8	"	"	PUNCT
easat-2661	406	9	rainfall	rainfall	NOUN
easat-2661	406	10	and	and	CCONJ
easat-2661	406	11	diffraction	diffraction	NOUN
easat-2661	406	12	modeling	modeling	NOUN
easat-2661	406	13	for	for	ADP
easat-2661	406	14	millimeter	millimeter	NOUN
easat-2661	406	15	-	-	PUNCT
easat-2661	406	16	wave	wave	NOUN
easat-2661	406	17	wireless	wireless	ADJ
easat-2661	406	18	fixed	fix	VERB
easat-2661	406	19	systems	system	NOUN
easat-2661	406	20	,	,	PUNCT
easat-2661	406	21	"	"	PUNCT
easat-2661	406	22	ieee	ieee	NOUN
easat-2661	406	23	access	access	NOUN
easat-2661	406	24	,	,	PUNCT
easat-2661	406	25	vol	vol	NOUN
easat-2661	406	26	.	.	PROPN
easat-2661	406	27	8	8	NUM
easat-2661	406	28	,	,	PUNCT
easat-2661	406	29	pp	pp	ADJ
easat-2661	406	30	.	.	PUNCT
easat-2661	407	1	212961	212961	NUM
easat-2661	407	2	-	-	SYM
easat-2661	407	3	212978	212978	NUM
easat-2661	407	4	,	,	PUNCT
easat-2661	407	5	2020	2020	NUM
easat-2661	407	6	.	.	PUNCT
easat-2661	408	1	[	[	X
easat-2661	408	2	15	15	NUM
easat-2661	408	3	]	]	X
easat-2661	408	4	a.	a.	NOUN
easat-2661	408	5	danandeh	danandeh	PROPN
easat-2661	408	6	mehr	mehr	NOUN
easat-2661	408	7	,	,	PUNCT
easat-2661	408	8	s.	s.	PROPN
easat-2661	408	9	ghadimi	ghadimi	PROPN
easat-2661	408	10	,	,	PUNCT
easat-2661	408	11	h.	h.	PROPN
easat-2661	408	12	marttila	marttila	PROPN
easat-2661	408	13	,	,	PUNCT
easat-2661	408	14	and	and	CCONJ
easat-2661	408	15	a.	a.	NOUN
easat-2661	408	16	torabi	torabi	PROPN
easat-2661	408	17	haghighi	haghighi	PROPN
easat-2661	408	18	,	,	PUNCT
easat-2661	408	19	"	"	PUNCT
easat-2661	408	20	a	a	DET
easat-2661	408	21	new	new	ADJ
easat-2661	408	22	evolutionary	evolutionary	ADJ
easat-2661	408	23	time	time	NOUN
easat-2661	408	24	series	series	PROPN
easat-2661	408	25	model	model	NOUN
easat-2661	408	26	for	for	ADP
easat-2661	408	27	streamflow	streamflow	NOUN
easat-2661	408	28	forecasting	forecasting	NOUN
easat-2661	408	29	in	in	ADP
easat-2661	408	30	boreal	boreal	ADJ
easat-2661	408	31	lake	lake	NOUN
easat-2661	408	32	-	-	PUNCT
easat-2661	408	33	river	river	NOUN
easat-2661	408	34	systems	system	NOUN
easat-2661	408	35	,	,	PUNCT
easat-2661	408	36	"	"	PUNCT
easat-2661	408	37	theoretical	theoretical	ADJ
easat-2661	408	38	and	and	CCONJ
easat-2661	408	39	applied	apply	VERB
easat-2661	408	40	climatology	climatology	NOUN
easat-2661	408	41	,	,	PUNCT
easat-2661	408	42	vol	vol	NOUN
easat-2661	408	43	.	.	NOUN
easat-2661	408	44	148	148	NUM
easat-2661	408	45	,	,	PUNCT
easat-2661	408	46	no	no	INTJ
easat-2661	408	47	.	.	NOUN
easat-2661	408	48	1	1	NUM
easat-2661	408	49	,	,	PUNCT
easat-2661	408	50	pp	pp	ADJ
easat-2661	408	51	.	.	PUNCT
easat-2661	409	1	255	255	NUM
easat-2661	409	2	-	-	SYM
easat-2661	409	3	268	268	NUM
easat-2661	409	4	,	,	PUNCT
easat-2661	409	5	2022	2022	NUM
easat-2661	409	6	.	.	PUNCT
easat-2661	410	1	[	[	X
easat-2661	410	2	16	16	NUM
easat-2661	410	3	]	]	X
easat-2661	410	4	d.	d.	PROPN
easat-2661	410	5	s.	s.	PROPN
easat-2661	410	6	kumar	kumar	PROPN
easat-2661	410	7	,	,	PUNCT
easat-2661	410	8	b.	b.	PROPN
easat-2661	410	9	thiruvarangan	thiruvarangan	PROPN
easat-2661	410	10	,	,	PUNCT
easat-2661	410	11	a.	a.	PROPN
easat-2661	410	12	vishnu	vishnu	PROPN
easat-2661	410	13	,	,	PUNCT
easat-2661	410	14	a.	a.	PROPN
easat-2661	410	15	s.	s.	PROPN
easat-2661	410	16	devi	devi	PROPN
easat-2661	410	17	,	,	PUNCT
easat-2661	410	18	and	and	CCONJ
easat-2661	410	19	d.	d.	PROPN
easat-2661	410	20	kavitha	kavitha	PROPN
easat-2661	410	21	,	,	PUNCT
easat-2661	410	22	"	"	PUNCT
easat-2661	410	23	analysis	analysis	NOUN
easat-2661	410	24	and	and	CCONJ
easat-2661	410	25	prediction	prediction	NOUN
easat-2661	410	26	of	of	ADP
easat-2661	410	27	stock	stock	NOUN
easat-2661	410	28	price	price	NOUN
easat-2661	410	29	using	use	VERB
easat-2661	410	30	hybridization	hybridization	NOUN
easat-2661	410	31	of	of	ADP
easat-2661	410	32	sarima	sarima	NOUN
easat-2661	410	33	and	and	CCONJ
easat-2661	410	34	xgboost	xgboost	ADV
easat-2661	410	35	,	,	PUNCT
easat-2661	410	36	"	"	PUNCT
easat-2661	410	37	in	in	ADP
easat-2661	410	38	2022	2022	NUM
easat-2661	410	39	international	international	ADJ
easat-2661	410	40	conference	conference	NOUN
easat-2661	410	41	on	on	ADP
easat-2661	410	42	communication	communication	NOUN
easat-2661	410	43	,	,	PUNCT
easat-2661	410	44	computing	computing	NOUN
easat-2661	410	45	and	and	CCONJ
easat-2661	410	46	internet	internet	NOUN
easat-2661	410	47	of	of	ADP
easat-2661	410	48	things	thing	NOUN
easat-2661	410	49	(	(	PUNCT
easat-2661	410	50	ic3iot	ic3iot	NOUN
easat-2661	410	51	)	)	PUNCT
easat-2661	410	52	,	,	PUNCT
easat-2661	410	53	ieee	ieee	NOUN
easat-2661	410	54	,	,	PUNCT
easat-2661	410	55	pp	pp	ADJ
easat-2661	410	56	.	.	PUNCT
easat-2661	411	1	1	1	NUM
easat-2661	411	2	-	-	SYM
easat-2661	411	3	4	4	NUM
easat-2661	411	4	,	,	PUNCT
easat-2661	411	5	2022	2022	NUM
easat-2661	411	6	.	.	PUNCT
easat-2661	412	1	[	[	X
easat-2661	412	2	17	17	NUM
easat-2661	412	3	]	]	PUNCT
easat-2661	412	4	a.	a.	NOUN
easat-2661	412	5	kożuch	kożuch	PROPN
easat-2661	412	6	,	,	PUNCT
easat-2661	412	7	d.	d.	PROPN
easat-2661	412	8	cywicka	cywicka	PROPN
easat-2661	412	9	,	,	PUNCT
easat-2661	412	10	and	and	CCONJ
easat-2661	412	11	k.	k.	PROPN
easat-2661	412	12	adamowicz	adamowicz	PROPN
easat-2661	412	13	,	,	PUNCT
easat-2661	412	14	"	"	PUNCT
easat-2661	412	15	a	a	DET
easat-2661	412	16	comparison	comparison	NOUN
easat-2661	412	17	of	of	ADP
easat-2661	412	18	artificial	artificial	ADJ
easat-2661	412	19	neural	neural	ADJ
easat-2661	412	20	network	network	NOUN
easat-2661	412	21	and	and	CCONJ
easat-2661	412	22	time	time	NOUN
easat-2661	412	23	series	series	NOUN
easat-2661	412	24	models	model	NOUN
easat-2661	412	25	for	for	ADP
easat-2661	412	26	timber	timber	NOUN
easat-2661	412	27	price	price	NOUN
easat-2661	412	28	forecasting	forecasting	NOUN
easat-2661	412	29	,	,	PUNCT
easat-2661	412	30	"	"	PUNCT
easat-2661	412	31	forests	forest	NOUN
easat-2661	412	32	,	,	PUNCT
easat-2661	412	33	vol	vol	NOUN
easat-2661	412	34	.	.	PROPN
easat-2661	412	35	14	14	NUM
easat-2661	412	36	,	,	PUNCT
easat-2661	412	37	no	no	INTJ
easat-2661	412	38	.	.	NOUN
easat-2661	412	39	2	2	NUM
easat-2661	412	40	,	,	PUNCT
easat-2661	412	41	p.	p.	NOUN
easat-2661	412	42	177	177	NUM
easat-2661	412	43	,	,	PUNCT
easat-2661	412	44	2023	2023	NUM
easat-2661	412	45	.	.	PUNCT
easat-2661	413	1	[	[	X
easat-2661	413	2	18	18	NUM
easat-2661	413	3	]	]	X
easat-2661	413	4	j.	j.	PROPN
easat-2661	413	5	arlt	arlt	PROPN
easat-2661	413	6	and	and	CCONJ
easat-2661	413	7	p.	p.	NOUN
easat-2661	413	8	trcka	trcka	PROPN
easat-2661	413	9	,	,	PUNCT
easat-2661	413	10	"	"	PUNCT
easat-2661	413	11	automatic	automatic	ADJ
easat-2661	413	12	sarima	sarima	NOUN
easat-2661	413	13	modeling	modeling	NOUN
easat-2661	413	14	and	and	CCONJ
easat-2661	413	15	forecast	forecast	NOUN
easat-2661	413	16	accuracy	accuracy	NOUN
easat-2661	413	17	,	,	PUNCT
easat-2661	413	18	"	"	PUNCT
easat-2661	413	19	communications	communication	NOUN
easat-2661	413	20	in	in	ADP
easat-2661	413	21	statistics	statistic	NOUN
easat-2661	413	22	-	-	PUNCT
easat-2661	413	23	simulation	simulation	NOUN
easat-2661	413	24	and	and	CCONJ
easat-2661	413	25	computation	computation	NOUN
easat-2661	413	26	,	,	PUNCT
easat-2661	413	27	vol	vol	NOUN
easat-2661	413	28	.	.	PROPN
easat-2661	414	1	50	50	NUM
easat-2661	414	2	,	,	PUNCT
easat-2661	414	3	no	no	INTJ
easat-2661	414	4	.	.	NOUN
easat-2661	414	5	10	10	NUM
easat-2661	414	6	,	,	PUNCT
easat-2661	414	7	pp	pp	ADJ
easat-2661	414	8	.	.	PUNCT
easat-2661	414	9	2949	2949	NUM
easat-2661	414	10	-	-	SYM
easat-2661	414	11	2970	2970	NUM
easat-2661	414	12	,	,	PUNCT
easat-2661	414	13	2021	2021	NUM
easat-2661	414	14	.	.	PUNCT
easat-2661	415	1	[	[	X
easat-2661	415	2	19	19	NUM
easat-2661	415	3	]	]	X
easat-2661	415	4	s.	s.	PROPN
easat-2661	415	5	h.	h.	PROPN
easat-2661	415	6	na	na	PROPN
easat-2661	415	7	and	and	CCONJ
easat-2661	415	8	s.	s.	PROPN
easat-2661	415	9	y.	y.	PROPN
easat-2661	415	10	sohn	sohn	PROPN
easat-2661	415	11	,	,	PUNCT
easat-2661	415	12	"	"	PUNCT
easat-2661	415	13	forecasting	forecast	VERB
easat-2661	415	14	changes	change	NOUN
easat-2661	415	15	in	in	ADP
easat-2661	415	16	korea	korea	PROPN
easat-2661	415	17	composite	composite	ADJ
easat-2661	415	18	stock	stock	NOUN
easat-2661	415	19	price	price	NOUN
easat-2661	415	20	index	index	NOUN
easat-2661	415	21	(	(	PUNCT
easat-2661	415	22	kospi	kospi	NOUN
easat-2661	415	23	)	)	PUNCT
easat-2661	415	24	using	use	VERB
easat-2661	415	25	association	association	NOUN
easat-2661	415	26	rules	rule	NOUN
easat-2661	415	27	,	,	PUNCT
easat-2661	415	28	"	"	PUNCT
easat-2661	415	29	expert	expert	NOUN
easat-2661	415	30	systems	system	NOUN
easat-2661	415	31	with	with	ADP
easat-2661	415	32	applications	application	NOUN
easat-2661	415	33	,	,	PUNCT
easat-2661	415	34	vol	vol	NOUN
easat-2661	415	35	.	.	PROPN
easat-2661	416	1	38	38	NUM
easat-2661	416	2	,	,	PUNCT
easat-2661	416	3	no	no	INTJ
easat-2661	416	4	.	.	NOUN
easat-2661	416	5	7	7	NUM
easat-2661	416	6	,	,	PUNCT
easat-2661	416	7	pp	pp	ADJ
easat-2661	416	8	.	.	PUNCT
easat-2661	417	1	9046	9046	NUM
easat-2661	417	2	-	-	SYM
easat-2661	417	3	9049	9049	NUM
easat-2661	417	4	,	,	PUNCT
easat-2661	417	5	2011	2011	NUM
easat-2661	417	6	.	.	PUNCT
easat-2661	418	1	[	[	X
easat-2661	418	2	20	20	NUM
easat-2661	418	3	]	]	PUNCT
easat-2661	418	4	t.	t.	PROPN
easat-2661	418	5	s.	s.	PROPN
easat-2661	418	6	rappaport	rappaport	PROPN
easat-2661	418	7	et	et	PROPN
easat-2661	418	8	al	al	PROPN
easat-2661	418	9	.	.	PROPN
easat-2661	418	10	,	,	PUNCT
easat-2661	418	11	"	"	PUNCT
easat-2661	418	12	wireless	wireless	ADJ
easat-2661	418	13	communications	communication	NOUN
easat-2661	418	14	and	and	CCONJ
easat-2661	418	15	applications	application	NOUN
easat-2661	418	16	above	above	ADP
easat-2661	418	17	100	100	NUM
easat-2661	418	18	ghz	ghz	NOUN
easat-2661	418	19	:	:	PUNCT
easat-2661	418	20	opportunities	opportunity	NOUN
easat-2661	418	21	and	and	CCONJ
easat-2661	418	22	challenges	challenge	NOUN
easat-2661	418	23	for	for	ADP
easat-2661	418	24	6	6	NUM
easat-2661	418	25	g	g	NOUN
easat-2661	418	26	and	and	CCONJ
easat-2661	418	27	beyond	beyond	ADP
easat-2661	418	28	,	,	PUNCT
easat-2661	418	29	"	"	PUNCT
easat-2661	418	30	ieee	ieee	NOUN
easat-2661	418	31	access	access	NOUN
easat-2661	418	32	,	,	PUNCT
easat-2661	418	33	vol	vol	NOUN
easat-2661	418	34	.	.	PROPN
easat-2661	418	35	7	7	NUM
easat-2661	418	36	,	,	PUNCT
easat-2661	418	37	pp	pp	ADJ
easat-2661	418	38	.	.	PUNCT
easat-2661	419	1	78729	78729	NUM
easat-2661	419	2	-	-	SYM
easat-2661	419	3	78757	78757	NUM
easat-2661	419	4	,	,	PUNCT
easat-2661	419	5	2019	2019	NUM
easat-2661	419	6	.	.	PUNCT
easat-2661	420	1	[	[	X
easat-2661	420	2	21	21	NUM
easat-2661	420	3	]	]	PUNCT
easat-2661	420	4	m.	m.	NOUN
easat-2661	420	5	wang	wang	PROPN
easat-2661	420	6	,	,	PUNCT
easat-2661	420	7	t.	t.	PROPN
easat-2661	420	8	zhu	zhu	PROPN
easat-2661	420	9	,	,	PUNCT
easat-2661	420	10	t.	t.	PROPN
easat-2661	420	11	zhang	zhang	PROPN
easat-2661	420	12	,	,	PUNCT
easat-2661	420	13	j.	j.	PROPN
easat-2661	420	14	zhang	zhang	PROPN
easat-2661	420	15	,	,	PUNCT
easat-2661	420	16	s.	s.	PROPN
easat-2661	420	17	yu	yu	PROPN
easat-2661	420	18	,	,	PUNCT
easat-2661	420	19	and	and	CCONJ
easat-2661	420	20	w.	w.	PROPN
easat-2661	420	21	zhou	zhou	PROPN
easat-2661	420	22	,	,	PUNCT
easat-2661	420	23	"	"	PUNCT
easat-2661	420	24	security	security	NOUN
easat-2661	420	25	and	and	CCONJ
easat-2661	420	26	privacy	privacy	NOUN
easat-2661	420	27	in	in	ADP
easat-2661	420	28	6	6	NUM
easat-2661	420	29	g	g	NOUN
easat-2661	420	30	networks	network	NOUN
easat-2661	420	31	:	:	PUNCT
easat-2661	420	32	new	new	ADJ
easat-2661	420	33	areas	area	NOUN
easat-2661	420	34	and	and	CCONJ
easat-2661	420	35	new	new	ADJ
easat-2661	420	36	challenges	challenge	NOUN
easat-2661	420	37	,	,	PUNCT
easat-2661	420	38	"	"	PUNCT
easat-2661	420	39	digital	digital	ADJ
easat-2661	420	40	communications	communication	NOUN
easat-2661	420	41	and	and	CCONJ
easat-2661	420	42	networks	network	NOUN
easat-2661	420	43	,	,	PUNCT
easat-2661	420	44	vol	vol	NOUN
easat-2661	420	45	.	.	PROPN
easat-2661	420	46	6	6	NUM
easat-2661	420	47	,	,	PUNCT
easat-2661	420	48	no	no	INTJ
easat-2661	420	49	.	.	NOUN
easat-2661	420	50	3	3	NUM
easat-2661	420	51	,	,	PUNCT
easat-2661	420	52	pp	pp	ADJ
easat-2661	420	53	.	.	PUNCT
easat-2661	420	54	281	281	NUM
easat-2661	420	55	-	-	SYM
easat-2661	420	56	291	291	NUM
easat-2661	420	57	,	,	PUNCT
easat-2661	420	58	2020	2020	NUM
easat-2661	420	59	.	.	PUNCT
easat-2661	421	1	[	[	X
easat-2661	421	2	22	22	NUM
easat-2661	421	3	]	]	PUNCT
easat-2661	421	4	l.	l.	PROPN
easat-2661	421	5	j.	j.	PROPN
easat-2661	421	6	mpoporo	mpoporo	PROPN
easat-2661	421	7	,	,	PUNCT
easat-2661	421	8	p.	p.	NOUN
easat-2661	421	9	a.	a.	NOUN
easat-2661	421	10	owolawi	owolawi	PROPN
easat-2661	421	11	,	,	PUNCT
easat-2661	421	12	and	and	CCONJ
easat-2661	421	13	a.	a.	PROPN
easat-2661	421	14	o.	o.	PROPN
easat-2661	421	15	ayo	ayo	PROPN
easat-2661	421	16	,	,	PUNCT
easat-2661	421	17	"	"	PUNCT
easat-2661	421	18	utilization	utilization	NOUN
easat-2661	421	19	of	of	ADP
easat-2661	421	20	artificial	artificial	ADJ
easat-2661	421	21	neural	neural	ADJ
easat-2661	421	22	networks	network	NOUN
easat-2661	421	23	for	for	ADP
easat-2661	421	24	estimation	estimation	NOUN
easat-2661	421	25	of	of	ADP
easat-2661	421	26	slant	slant	ADJ
easat-2661	421	27	-	-	PUNCT
easat-2661	421	28	path	path	NOUN
easat-2661	421	29	rain	rain	NOUN
easat-2661	421	30	attenuation	attenuation	NOUN
easat-2661	421	31	,	,	PUNCT
easat-2661	421	32	"	"	PUNCT
easat-2661	421	33	in	in	ADP
easat-2661	421	34	2019	2019	NUM
easat-2661	421	35	international	international	ADJ
easat-2661	421	36	multidisciplinary	multidisciplinary	ADJ
easat-2661	421	37	information	information	NOUN
easat-2661	421	38	technology	technology	NOUN
easat-2661	421	39	and	and	CCONJ
easat-2661	421	40	engineering	engineering	NOUN
easat-2661	421	41	conference	conference	NOUN
easat-2661	421	42	(	(	PUNCT
easat-2661	421	43	imitec	imitec	PROPN
easat-2661	421	44	)	)	PUNCT
easat-2661	421	45	,	,	PUNCT
easat-2661	421	46	ieee	ieee	NOUN
easat-2661	421	47	,	,	PUNCT
easat-2661	421	48	pp	pp	ADJ
easat-2661	421	49	.	.	PUNCT
easat-2661	422	1	1	1	NUM
easat-2661	422	2	-	-	SYM
easat-2661	422	3	7	7	NUM
easat-2661	422	4	,	,	PUNCT
easat-2661	422	5	2019	2019	NUM
easat-2661	422	6	.	.	PUNCT
easat-2661	423	1	[	[	X
easat-2661	423	2	23	23	NUM
easat-2661	423	3	]	]	PUNCT
easat-2661	423	4	a.	a.	NOUN
easat-2661	423	5	o.	o.	PROPN
easat-2661	423	6	ayo	ayo	PROPN
easat-2661	423	7	,	,	PUNCT
easat-2661	423	8	p.	p.	NOUN
easat-2661	423	9	a.	a.	NOUN
easat-2661	423	10	owolawi	owolawi	PROPN
easat-2661	423	11	,	,	PUNCT
easat-2661	423	12	and	and	CCONJ
easat-2661	423	13	j.	j.	PROPN
easat-2661	423	14	s.	s.	PROPN
easat-2661	423	15	ojo	ojo	PROPN
easat-2661	423	16	,	,	PUNCT
easat-2661	423	17	"	"	PUNCT
easat-2661	423	18	performance	performance	NOUN
easat-2661	423	19	of	of	ADP
easat-2661	423	20	arima	arima	PROPN
easat-2661	423	21	modelling	modelling	NOUN
easat-2661	423	22	on	on	ADP
easat-2661	423	23	sub	sub	ADJ
easat-2661	423	24	-	-	ADJ
easat-2661	423	25	tropical	tropical	ADJ
easat-2661	423	26	rain	rain	NOUN
easat-2661	423	27	attenuation	attenuation	NOUN
easat-2661	423	28	at	at	ADP
easat-2661	423	29	kaband	kaband	PROPN
easat-2661	423	30	terrestrial	terrestrial	ADJ
easat-2661	423	31	link	link	NOUN
easat-2661	423	32	in	in	ADP
easat-2661	423	33	kwazulu	kwazulu	PROPN
easat-2661	423	34	-	-	PUNCT
easat-2661	423	35	natal	natal	ADJ
easat-2661	423	36	,	,	PUNCT
easat-2661	423	37	south	south	PROPN
easat-2661	423	38	africa	africa	PROPN
easat-2661	423	39	,	,	PUNCT
easat-2661	423	40	"	"	PUNCT
easat-2661	423	41	in	in	ADP
easat-2661	423	42	2021	2021	NUM
easat-2661	423	43	ieee	ieee	NOUN
easat-2661	423	44	international	international	ADJ
easat-2661	423	45	conference	conference	NOUN
easat-2661	423	46	on	on	ADP
easat-2661	423	47	microwaves	microwave	NOUN
easat-2661	423	48	,	,	PUNCT
easat-2661	423	49	antennas	antenna	NOUN
easat-2661	423	50	,	,	PUNCT
easat-2661	423	51	communications	communication	NOUN
easat-2661	423	52	and	and	CCONJ
easat-2661	423	53	electronic	electronic	ADJ
easat-2661	423	54	systems	system	NOUN
easat-2661	423	55	(	(	PUNCT
easat-2661	423	56	comcas	comcas	PROPN
easat-2661	423	57	)	)	PUNCT
easat-2661	423	58	,	,	PUNCT
easat-2661	423	59	ieee	ieee	NOUN
easat-2661	423	60	,	,	PUNCT
easat-2661	423	61	pp	pp	ADJ
easat-2661	423	62	.	.	PUNCT
easat-2661	424	1	389	389	NUM
easat-2661	424	2	-	-	SYM
easat-2661	424	3	394	394	NUM
easat-2661	424	4	,	,	PUNCT
easat-2661	424	5	2021	2021	NUM
easat-2661	424	6	.	.	PUNCT
easat-2661	425	1	[	[	X
easat-2661	425	2	24	24	NUM
easat-2661	425	3	]	]	X
easat-2661	425	4	o.	o.	PROPN
easat-2661	425	5	al	al	PROPN
easat-2661	425	6	balasmeh	balasmeh	PROPN
easat-2661	425	7	,	,	PUNCT
easat-2661	425	8	r.	r.	PROPN
easat-2661	425	9	babbar	babbar	PROPN
easat-2661	425	10	,	,	PUNCT
easat-2661	425	11	and	and	CCONJ
easat-2661	425	12	t.	t.	PROPN
easat-2661	425	13	karmaker	karmaker	NOUN
easat-2661	425	14	,	,	PUNCT
easat-2661	425	15	"	"	PUNCT
easat-2661	425	16	trend	trend	NOUN
easat-2661	425	17	analysis	analysis	NOUN
easat-2661	425	18	and	and	CCONJ
easat-2661	425	19	arima	arima	NOUN
easat-2661	425	20	modeling	modeling	NOUN
easat-2661	425	21	for	for	ADP
easat-2661	425	22	forecasting	forecast	VERB
easat-2661	425	23	precipitation	precipitation	NOUN
easat-2661	425	24	pattern	pattern	NOUN
easat-2661	425	25	in	in	ADP
easat-2661	425	26	wadi	wadi	PROPN
easat-2661	425	27	shueib	shueib	PROPN
easat-2661	425	28	catchment	catchment	PROPN
easat-2661	425	29	area	area	PROPN
easat-2661	425	30	in	in	ADP
easat-2661	425	31	jordan	jordan	PROPN
easat-2661	425	32	,	,	PUNCT
easat-2661	425	33	"	"	PUNCT
easat-2661	425	34	arabian	arabian	ADJ
easat-2661	425	35	journal	journal	NOUN
easat-2661	425	36	of	of	ADP
easat-2661	425	37	geosciences	geoscience	NOUN
easat-2661	425	38	,	,	PUNCT
easat-2661	425	39	vol	vol	NOUN
easat-2661	425	40	.	.	PROPN
easat-2661	425	41	12	12	NUM
easat-2661	425	42	,	,	PUNCT
easat-2661	425	43	pp	pp	ADJ
easat-2661	425	44	.	.	PUNCT
easat-2661	426	1	1	1	NUM
easat-2661	426	2	-	-	SYM
easat-2661	426	3	19	19	NUM
easat-2661	426	4	,	,	PUNCT
easat-2661	426	5	2019	2019	NUM
easat-2661	426	6	.	.	PUNCT
easat-2661	427	1	[	[	X
easat-2661	427	2	25	25	NUM
easat-2661	427	3	]	]	PUNCT
easat-2661	427	4	j.	j.	PROPN
easat-2661	427	5	e.	e.	PROPN
easat-2661	427	6	cavanaugh	cavanaugh	PROPN
easat-2661	427	7	and	and	CCONJ
easat-2661	427	8	a.	a.	NOUN
easat-2661	427	9	a.	a.	NOUN
easat-2661	427	10	neath	neath	NOUN
easat-2661	427	11	,	,	PUNCT
easat-2661	427	12	"	"	PUNCT
easat-2661	427	13	the	the	DET
easat-2661	427	14	akaike	akaike	ADJ
easat-2661	427	15	information	information	NOUN
easat-2661	427	16	criterion	criterion	NOUN
easat-2661	427	17	:	:	PUNCT
easat-2661	427	18	background	background	NOUN
easat-2661	427	19	,	,	PUNCT
easat-2661	427	20	derivation	derivation	NOUN
easat-2661	427	21	,	,	PUNCT
easat-2661	427	22	properties	property	NOUN
easat-2661	427	23	,	,	PUNCT
easat-2661	427	24	application	application	NOUN
easat-2661	427	25	,	,	PUNCT
easat-2661	427	26	interpretation	interpretation	NOUN
easat-2661	427	27	,	,	PUNCT
easat-2661	427	28	and	and	CCONJ
easat-2661	427	29	refinements	refinement	NOUN
easat-2661	427	30	,	,	PUNCT
easat-2661	427	31	"	"	PUNCT
easat-2661	427	32	wiley	wiley	NOUN
easat-2661	427	33	interdisciplinary	interdisciplinary	ADJ
easat-2661	427	34	reviews	review	NOUN
easat-2661	427	35	:	:	PUNCT
easat-2661	427	36	computational	computational	ADJ
easat-2661	427	37	statistics	statistic	NOUN
easat-2661	427	38	,	,	PUNCT
easat-2661	427	39	vol	vol	NOUN
easat-2661	427	40	.	.	PROPN
easat-2661	427	41	11	11	NUM
easat-2661	427	42	,	,	PUNCT
easat-2661	427	43	no	no	INTJ
easat-2661	427	44	.	.	NOUN
easat-2661	427	45	3	3	NUM
easat-2661	427	46	,	,	PUNCT
easat-2661	427	47	p.	p.	NOUN
easat-2661	427	48	e1460	e1460	PROPN
easat-2661	427	49	,	,	PUNCT
easat-2661	427	50	2019	2019	NUM
easat-2661	427	51	.	.	PUNCT
easat-2661	428	1	[	[	X
easat-2661	428	2	26	26	NUM
easat-2661	428	3	]	]	PUNCT
easat-2661	428	4	j.	j.	PROPN
easat-2661	428	5	c.	c.	PROPN
easat-2661	428	6	paul	paul	PROPN
easat-2661	428	7	,	,	PUNCT
easat-2661	428	8	s.	s.	PROPN
easat-2661	428	9	hoque	hoque	PROPN
easat-2661	428	10	,	,	PUNCT
easat-2661	428	11	and	and	CCONJ
easat-2661	428	12	m.	m.	NOUN
easat-2661	428	13	m.	m.	PROPN
easat-2661	428	14	rahman	rahman	PROPN
easat-2661	428	15	,	,	PUNCT
easat-2661	428	16	"	"	PUNCT
easat-2661	428	17	selection	selection	NOUN
easat-2661	428	18	of	of	ADP
easat-2661	428	19	best	good	ADJ
easat-2661	428	20	arima	arima	NOUN
easat-2661	428	21	model	model	NOUN
easat-2661	428	22	for	for	ADP
easat-2661	428	23	forecasting	forecast	VERB
easat-2661	428	24	average	average	ADJ
easat-2661	428	25	daily	daily	ADJ
easat-2661	428	26	share	share	NOUN
easat-2661	428	27	price	price	NOUN
easat-2661	428	28	index	index	NOUN
easat-2661	428	29	of	of	ADP
easat-2661	428	30	pharmaceutical	pharmaceutical	ADJ
easat-2661	428	31	companies	company	NOUN
easat-2661	428	32	in	in	ADP
easat-2661	428	33	bangladesh	bangladesh	PROPN
easat-2661	428	34	:	:	PUNCT
easat-2661	428	35	a	a	DET
easat-2661	428	36	case	case	NOUN
easat-2661	428	37	study	study	NOUN
easat-2661	428	38	on	on	ADP
easat-2661	428	39	square	square	PROPN
easat-2661	428	40	pharmaceutical	pharmaceutical	PROPN
easat-2661	428	41	ltd	ltd	PROPN
easat-2661	428	42	,	,	PUNCT
easat-2661	428	43	"	"	PUNCT
easat-2661	428	44	global	global	ADJ
easat-2661	428	45	journal	journal	NOUN
easat-2661	428	46	of	of	ADP
easat-2661	428	47	management	management	NOUN
easat-2661	428	48	and	and	CCONJ
easat-2661	428	49	business	business	NOUN
easat-2661	428	50	research	research	NOUN
easat-2661	428	51	finance	finance	NOUN
easat-2661	428	52	,	,	PUNCT
easat-2661	428	53	vol	vol	NOUN
easat-2661	428	54	.	.	PROPN
easat-2661	428	55	13	13	NUM
easat-2661	428	56	,	,	PUNCT
easat-2661	428	57	no	no	INTJ
easat-2661	428	58	.	.	NOUN
easat-2661	428	59	3	3	NUM
easat-2661	428	60	,	,	PUNCT
easat-2661	428	61	pp	pp	ADJ
easat-2661	428	62	.	.	PUNCT
easat-2661	429	1	14	14	NUM
easat-2661	429	2	-	-	SYM
easat-2661	429	3	25	25	NUM
easat-2661	429	4	,	,	PUNCT
easat-2661	429	5	2013	2013	NUM
easat-2661	429	6	.	.	PUNCT
easat-2661	430	1	[	[	X
easat-2661	430	2	27	27	NUM
easat-2661	430	3	]	]	PUNCT
easat-2661	430	4	t.	t.	PROPN
easat-2661	430	5	škrinjarić	škrinjarić	NOUN
easat-2661	430	6	,	,	PUNCT
easat-2661	430	7	"	"	PUNCT
easat-2661	430	8	mills	mill	NOUN
easat-2661	430	9	,	,	PUNCT
easat-2661	430	10	tc	tc	X
easat-2661	430	11	(	(	PUNCT
easat-2661	430	12	2019	2019	NUM
easat-2661	430	13	.	.	PUNCT
easat-2661	430	14	)	)	PUNCT
easat-2661	430	15	applied	apply	VERB
easat-2661	430	16	time	time	NOUN
easat-2661	430	17	series	series	PROPN
easat-2661	430	18	analysis	analysis	NOUN
easat-2661	430	19	-	-	PUNCT
easat-2661	430	20	a	a	DET
easat-2661	430	21	practical	practical	ADJ
easat-2661	430	22	guide	guide	NOUN
easat-2661	430	23	to	to	ADP
easat-2661	430	24	modeling	modeling	NOUN
easat-2661	430	25	and	and	CCONJ
easat-2661	430	26	forecasting	forecasting	NOUN
easat-2661	430	27	,	,	PUNCT
easat-2661	430	28	united	united	ADJ
easat-2661	430	29	kingdom	kingdom	PROPN
easat-2661	430	30	:	:	PUNCT
easat-2661	430	31	academic	academic	ADJ
easat-2661	430	32	press	press	NOUN
easat-2661	430	33	,	,	PUNCT
easat-2661	430	34	339	339	NUM
easat-2661	430	35	str	str	NOUN
easat-2661	430	36	,	,	PUNCT
easat-2661	430	37	"	"	PUNCT
easat-2661	430	38	notitia	notitia	PROPN
easat-2661	430	39	-	-	PUNCT
easat-2661	430	40	časopis	časopis	PROPN
easat-2661	430	41	za	za	PROPN
easat-2661	430	42	ekonomske	ekonomske	PROPN
easat-2661	430	43	,	,	PUNCT
easat-2661	430	44	poslovne	poslovne	NOUN
easat-2661	430	45	i	i	PRON
easat-2661	430	46	društvene	društvene	VERB
easat-2661	430	47	teme	teme	NOUN
easat-2661	430	48	,	,	PUNCT
easat-2661	430	49	vol	vol	NOUN
easat-2661	430	50	.	.	PROPN
easat-2661	431	1	5	5	NUM
easat-2661	431	2	,	,	PUNCT
easat-2661	431	3	no	no	INTJ
easat-2661	431	4	.	.	NOUN
easat-2661	431	5	1	1	NUM
easat-2661	431	6	.	.	NUM
easat-2661	431	7	,	,	PUNCT
easat-2661	432	1	pp	pp	ADJ
easat-2661	432	2	.	.	PUNCT
easat-2661	433	1	119122	119122	NUM
easat-2661	433	2	,	,	PUNCT
easat-2661	433	3	2019	2019	NUM
easat-2661	433	4	.	.	PUNCT
easat-2661	434	1	[	[	X
easat-2661	434	2	28	28	NUM
easat-2661	434	3	]	]	X
easat-2661	434	4	j.	j.	PROPN
easat-2661	434	5	fattah	fattah	PROPN
easat-2661	434	6	,	,	PUNCT
easat-2661	434	7	l.	l.	PROPN
easat-2661	434	8	ezzine	ezzine	PROPN
easat-2661	434	9	,	,	PUNCT
easat-2661	434	10	z.	z.	PROPN
easat-2661	434	11	aman	aman	PROPN
easat-2661	434	12	,	,	PUNCT
easat-2661	434	13	h.	h.	PROPN
easat-2661	434	14	el	el	PROPN
easat-2661	434	15	moussami	moussami	PROPN
easat-2661	434	16	,	,	PUNCT
easat-2661	434	17	and	and	CCONJ
easat-2661	434	18	a.	a.	NOUN
easat-2661	434	19	lachhab	lachhab	PROPN
easat-2661	434	20	,	,	PUNCT
easat-2661	434	21	"	"	PUNCT
easat-2661	434	22	forecasting	forecasting	NOUN
easat-2661	434	23	of	of	ADP
easat-2661	434	24	demand	demand	NOUN
easat-2661	434	25	using	use	VERB
easat-2661	434	26	arima	arima	PROPN
easat-2661	434	27	model	model	NOUN
easat-2661	434	28	,	,	PUNCT
easat-2661	434	29	"	"	PUNCT
easat-2661	434	30	international	international	ADJ
easat-2661	434	31	journal	journal	NOUN
easat-2661	434	32	of	of	ADP
easat-2661	434	33	engineering	engineering	NOUN
easat-2661	434	34	business	business	NOUN
easat-2661	434	35	management	management	NOUN
easat-2661	434	36	,	,	PUNCT
easat-2661	434	37	vol	vol	NOUN
easat-2661	434	38	.	.	PROPN
easat-2661	434	39	10	10	NUM
easat-2661	434	40	,	,	PUNCT
easat-2661	434	41	p.	p.	NOUN
easat-2661	434	42	1847979018808673	1847979018808673	NUM
easat-2661	434	43	,	,	PUNCT
easat-2661	434	44	2018	2018	NUM
easat-2661	434	45	.	.	PUNCT
easat-2661	435	1	[	[	X
easat-2661	435	2	29	29	NUM
easat-2661	435	3	]	]	PUNCT
easat-2661	435	4	a.	a.	NOUN
easat-2661	435	5	geetha	geetha	PROPN
easat-2661	435	6	and	and	CCONJ
easat-2661	435	7	g.	g.	PROPN
easat-2661	435	8	nasira	nasira	PROPN
easat-2661	435	9	,	,	PUNCT
easat-2661	435	10	"	"	PUNCT
easat-2661	435	11	time	time	NOUN
easat-2661	435	12	-	-	PUNCT
easat-2661	435	13	series	series	NOUN
easat-2661	435	14	modelling	modelling	NOUN
easat-2661	435	15	and	and	CCONJ
easat-2661	435	16	forecasting	forecasting	NOUN
easat-2661	435	17	:	:	PUNCT
easat-2661	435	18	modelling	modelling	NOUN
easat-2661	435	19	of	of	ADP
easat-2661	435	20	rainfall	rainfall	NOUN
easat-2661	435	21	prediction	prediction	NOUN
easat-2661	435	22	using	use	VERB
easat-2661	435	23	arima	arima	PROPN
easat-2661	435	24	model	model	NOUN
easat-2661	435	25	,	,	PUNCT
easat-2661	435	26	"	"	PUNCT
easat-2661	435	27	international	international	ADJ
easat-2661	435	28	journal	journal	NOUN
easat-2661	435	29	of	of	ADP
easat-2661	435	30	society	society	PROPN
easat-2661	435	31	systems	system	NOUN
easat-2661	435	32	science	science	NOUN
easat-2661	435	33	,	,	PUNCT
easat-2661	435	34	vol	vol	NOUN
easat-2661	435	35	.	.	PROPN
easat-2661	435	36	8	8	NUM
easat-2661	435	37	,	,	PUNCT
easat-2661	435	38	no	no	INTJ
easat-2661	435	39	.	.	NOUN
easat-2661	435	40	4	4	NUM
easat-2661	435	41	,	,	PUNCT
easat-2661	435	42	pp	pp	ADJ
easat-2661	435	43	.	.	PUNCT
easat-2661	436	1	361	361	NUM
easat-2661	436	2	-	-	SYM
easat-2661	436	3	372	372	NUM
easat-2661	436	4	,	,	PUNCT
easat-2661	436	5	2016	2016	NUM
easat-2661	436	6	.	.	PUNCT