id	sid	tid	token	lemma	pos
fusus-149	1	1	a.	a.	PROPN
fusus-149	1	2	f.	f.	PROPN
fusus-149	1	3	almarshoud	almarshoud	PROPN
fusus-149	1	4	/future	/future	NOUN
fusus-149	1	5	sustainability	sustainability	NOUN
fusus-149	1	6	may	may	AUX
fusus-149	1	7	2024|	2024|	NUM
fusus-149	1	8	volume	volume	VERB
fusus-149	1	9	02	02	NUM
fusus-149	1	10	|	|	NOUN
fusus-149	1	11	issue	issue	NOUN
fusus-149	1	12	02	02	NUM
fusus-149	2	1	|	|	NOUN
fusus-149	2	2	pages	page	NOUN
fusus-149	2	3	01	01	NUM
fusus-149	2	4	-	-	SYM
fusus-149	2	5	07	07	NUM
fusus-149	2	6	1	1	NUM
fusus-149	2	7	article	article	NOUN
fusus-149	2	8	validation	validation	NOUN
fusus-149	2	9	of	of	ADP
fusus-149	2	10	satellite	satellite	NOUN
fusus-149	2	11	-	-	PUNCT
fusus-149	2	12	derived	derive	VERB
fusus-149	2	13	solar	solar	ADJ
fusus-149	2	14	irradiance	irradiance	NOUN
fusus-149	2	15	datasets	dataset	NOUN
fusus-149	2	16	:	:	PUNCT
fusus-149	2	17	a	a	DET
fusus-149	2	18	case	case	NOUN
fusus-149	2	19	study	study	NOUN
fusus-149	2	20	in	in	ADP
fusus-149	2	21	saudi	saudi	PROPN
fusus-149	2	22	arabia	arabia	PROPN
fusus-149	2	23	a.	a.	PROPN
fusus-149	2	24	f.	f.	PROPN
fusus-149	2	25	almarshoud	almarshoud	PROPN
fusus-149	2	26	department	department	PROPN
fusus-149	2	27	of	of	ADP
fusus-149	2	28	ee	ee	PROPN
fusus-149	2	29	,	,	PUNCT
fusus-149	2	30	college	college	NOUN
fusus-149	2	31	of	of	ADP
fusus-149	2	32	engineering	engineering	PROPN
fusus-149	2	33	,	,	PUNCT
fusus-149	2	34	qassim	qassim	PROPN
fusus-149	2	35	university	university	PROPN
fusus-149	2	36	,	,	PUNCT
fusus-149	2	37	saudi	saudi	PROPN
fusus-149	2	38	arabia	arabia	PROPN
fusus-149	2	39	a	a	DET
fusus-149	2	40	r	r	NOUN
fusus-149	2	41	t	t	NOUN
fusus-149	3	1	i	i	PRON
fusus-149	3	2	c	c	NOUN
fusus-149	3	3	l	l	NOUN
fusus-149	3	4	e	e	NOUN
fusus-149	4	1	i	i	PRON
fusus-149	4	2	n	n	VERB
fusus-149	4	3	f	f	NOUN
fusus-149	4	4	o	o	NOUN
fusus-149	4	5	article	article	NOUN
fusus-149	4	6	history	history	NOUN
fusus-149	4	7	:	:	PUNCT
fusus-149	4	8	received	receive	VERB
fusus-149	4	9	01	01	NUM
fusus-149	4	10	december	december	PROPN
fusus-149	4	11	2023	2023	NUM
fusus-149	4	12	received	receive	VERB
fusus-149	4	13	in	in	ADP
fusus-149	4	14	revised	revise	VERB
fusus-149	4	15	form	form	NOUN
fusus-149	4	16	31	31	NUM
fusus-149	4	17	december	december	PROPN
fusus-149	4	18	2023	2023	NUM
fusus-149	4	19	accepted	accept	VERB
fusus-149	4	20	07	07	NUM
fusus-149	4	21	january	january	PROPN
fusus-149	4	22	2024	2024	NUM
fusus-149	4	23	keywords	keyword	NOUN
fusus-149	4	24	:	:	PUNCT
fusus-149	4	25	ghi	ghi	PROPN
fusus-149	4	26	prediction	prediction	PROPN
fusus-149	4	27	,	,	PUNCT
fusus-149	4	28	solar	solar	ADJ
fusus-149	4	29	irradiance	irradiance	NOUN
fusus-149	4	30	prediction	prediction	NOUN
fusus-149	4	31	,	,	PUNCT
fusus-149	4	32	solar	solar	ADJ
fusus-149	4	33	irradiance	irradiance	NOUN
fusus-149	4	34	estimation	estimation	NOUN
fusus-149	4	35	,	,	PUNCT
fusus-149	4	36	satellite	satellite	NOUN
fusus-149	4	37	-	-	PUNCT
fusus-149	4	38	derived	derive	VERB
fusus-149	4	39	irradiance	irradiance	NOUN
fusus-149	4	40	*	*	PUNCT
fusus-149	4	41	corresponding	correspond	VERB
fusus-149	4	42	author	author	NOUN
fusus-149	4	43	email	email	NOUN
fusus-149	4	44	address	address	NOUN
fusus-149	4	45	:	:	PUNCT
fusus-149	4	46	dr_almarshoud@qec.edu.sa	dr_almarshoud@qec.edu.sa	PROPN
fusus-149	4	47	dr_almarshoud@qu.edu.sa	dr_almarshoud@qu.edu.sa	PROPN
fusus-149	4	48	doi	doi	PROPN
fusus-149	4	49	:	:	PUNCT
fusus-149	4	50	10.55670	10.55670	NUM
fusus-149	4	51	/	/	SYM
fusus-149	4	52	fpll.fusus.2.2.1	fpll.fusus.2.2.1	NOUN
fusus-149	4	53	a	a	DET
fusus-149	4	54	b	b	PROPN
fusus-149	4	55	s	s	ADP
fusus-149	4	56	t	t	PROPN
fusus-149	4	57	r	r	NOUN
fusus-149	4	58	a	a	DET
fusus-149	4	59	c	c	NOUN
fusus-149	4	60	t	t	NOUN
fusus-149	4	61	a	a	DET
fusus-149	4	62	robust	robust	ADJ
fusus-149	4	63	dataset	dataset	NOUN
fusus-149	4	64	of	of	ADP
fusus-149	4	65	surface	surface	NOUN
fusus-149	4	66	solar	solar	ADJ
fusus-149	4	67	irradiance	irradiance	NOUN
fusus-149	4	68	is	be	AUX
fusus-149	4	69	essential	essential	ADJ
fusus-149	4	70	for	for	ADP
fusus-149	4	71	secure	secure	ADJ
fusus-149	4	72	competitive	competitive	ADJ
fusus-149	4	73	financing	financing	NOUN
fusus-149	4	74	for	for	ADP
fusus-149	4	75	solar	solar	ADJ
fusus-149	4	76	energy	energy	NOUN
fusus-149	4	77	projects	project	NOUN
fusus-149	4	78	.	.	PUNCT
fusus-149	5	1	rating	rating	NOUN
fusus-149	5	2	agencies	agency	NOUN
fusus-149	5	3	and	and	CCONJ
fusus-149	5	4	lenders	lender	NOUN
fusus-149	5	5	alike	alike	ADV
fusus-149	5	6	require	require	VERB
fusus-149	5	7	verification	verification	NOUN
fusus-149	5	8	of	of	ADP
fusus-149	5	9	the	the	DET
fusus-149	5	10	solar	solar	ADJ
fusus-149	5	11	-	-	PUNCT
fusus-149	5	12	resource	resource	NOUN
fusus-149	5	13	dataset	dataset	NOUN
fusus-149	5	14	for	for	ADP
fusus-149	5	15	utilizing	utilize	VERB
fusus-149	5	16	each	each	DET
fusus-149	5	17	solar	solar	ADJ
fusus-149	5	18	energy	energy	NOUN
fusus-149	5	19	project	project	NOUN
fusus-149	5	20	,	,	PUNCT
fusus-149	5	21	as	as	SCONJ
fusus-149	5	22	this	this	PRON
fusus-149	5	23	can	can	AUX
fusus-149	5	24	be	be	AUX
fusus-149	5	25	translated	translate	VERB
fusus-149	5	26	directly	directly	ADV
fusus-149	5	27	into	into	ADP
fusus-149	5	28	expected	expected	ADJ
fusus-149	5	29	electrical	electrical	ADJ
fusus-149	5	30	energy	energy	NOUN
fusus-149	5	31	and	and	CCONJ
fusus-149	5	32	revenues	revenue	NOUN
fusus-149	5	33	.	.	PUNCT
fusus-149	6	1	the	the	DET
fusus-149	6	2	accuracy	accuracy	NOUN
fusus-149	6	3	of	of	ADP
fusus-149	6	4	the	the	DET
fusus-149	6	5	dataset	dataset	NOUN
fusus-149	6	6	and	and	CCONJ
fusus-149	6	7	the	the	DET
fusus-149	6	8	variability	variability	NOUN
fusus-149	6	9	of	of	ADP
fusus-149	6	10	solar	solar	ADJ
fusus-149	6	11	radiation	radiation	NOUN
fusus-149	6	12	,	,	PUNCT
fusus-149	6	13	as	as	SCONJ
fusus-149	6	14	recorded	record	VERB
fusus-149	6	15	by	by	ADP
fusus-149	6	16	historical	historical	ADJ
fusus-149	6	17	solar	solar	ADJ
fusus-149	6	18	data	datum	NOUN
fusus-149	6	19	,	,	PUNCT
fusus-149	6	20	play	play	VERB
fusus-149	6	21	a	a	DET
fusus-149	6	22	significant	significant	ADJ
fusus-149	6	23	role	role	NOUN
fusus-149	6	24	in	in	ADP
fusus-149	6	25	estimating	estimate	VERB
fusus-149	6	26	the	the	DET
fusus-149	6	27	future	future	ADJ
fusus-149	6	28	performance	performance	NOUN
fusus-149	6	29	of	of	ADP
fusus-149	6	30	the	the	DET
fusus-149	6	31	project	project	NOUN
fusus-149	6	32	and	and	CCONJ
fusus-149	6	33	its	its	PRON
fusus-149	6	34	budget	budget	NOUN
fusus-149	6	35	.	.	PUNCT
fusus-149	7	1	the	the	DET
fusus-149	7	2	historical	historical	ADJ
fusus-149	7	3	observed	observed	ADJ
fusus-149	7	4	solar	solar	ADJ
fusus-149	7	5	irradiance	irradiance	NOUN
fusus-149	7	6	datasets	dataset	NOUN
fusus-149	7	7	by	by	ADP
fusus-149	7	8	local	local	ADJ
fusus-149	7	9	stations	station	NOUN
fusus-149	7	10	are	be	AUX
fusus-149	7	11	the	the	DET
fusus-149	7	12	best	good	ADJ
fusus-149	7	13	and	and	CCONJ
fusus-149	7	14	most	most	ADV
fusus-149	7	15	reliable	reliable	ADJ
fusus-149	7	16	for	for	ADP
fusus-149	7	17	a	a	DET
fusus-149	7	18	specific	specific	ADJ
fusus-149	7	19	site	site	NOUN
fusus-149	7	20	,	,	PUNCT
fusus-149	7	21	but	but	CCONJ
fusus-149	7	22	they	they	PRON
fusus-149	7	23	are	be	AUX
fusus-149	7	24	not	not	PART
fusus-149	7	25	always	always	ADV
fusus-149	7	26	available	available	ADJ
fusus-149	7	27	for	for	ADP
fusus-149	7	28	long	long	ADJ
fusus-149	7	29	and	and	CCONJ
fusus-149	7	30	continuous	continuous	ADJ
fusus-149	7	31	periods	period	NOUN
fusus-149	7	32	in	in	ADP
fusus-149	7	33	any	any	DET
fusus-149	7	34	location	location	NOUN
fusus-149	7	35	,	,	PUNCT
fusus-149	7	36	especially	especially	ADV
fusus-149	7	37	in	in	ADP
fusus-149	7	38	arid	arid	NOUN
fusus-149	7	39	areas	area	NOUN
fusus-149	7	40	.	.	PUNCT
fusus-149	8	1	so	so	ADV
fusus-149	8	2	,	,	PUNCT
fusus-149	8	3	the	the	DET
fusus-149	8	4	importance	importance	NOUN
fusus-149	8	5	of	of	ADP
fusus-149	8	6	historical	historical	ADJ
fusus-149	8	7	solar	solar	ADJ
fusus-149	8	8	radiation	radiation	NOUN
fusus-149	8	9	datasets	dataset	NOUN
fusus-149	8	10	derived	derive	VERB
fusus-149	8	11	from	from	ADP
fusus-149	8	12	satellite	satellite	NOUN
fusus-149	8	13	-	-	PUNCT
fusus-149	8	14	based	base	VERB
fusus-149	8	15	models	model	NOUN
fusus-149	8	16	arises	arise	VERB
fusus-149	8	17	here	here	ADV
fusus-149	8	18	.	.	PUNCT
fusus-149	9	1	this	this	DET
fusus-149	9	2	paper	paper	NOUN
fusus-149	9	3	validates	validate	VERB
fusus-149	9	4	the	the	DET
fusus-149	9	5	historical	historical	ADJ
fusus-149	9	6	modeled	model	VERB
fusus-149	9	7	datasets	dataset	NOUN
fusus-149	9	8	of	of	ADP
fusus-149	9	9	the	the	DET
fusus-149	9	10	three	three	NUM
fusus-149	9	11	most	most	ADV
fusus-149	9	12	famous	famous	ADJ
fusus-149	9	13	satellite	satellite	NOUN
fusus-149	9	14	-	-	PUNCT
fusus-149	9	15	based	base	VERB
fusus-149	9	16	commercial	commercial	ADJ
fusus-149	9	17	prediction	prediction	NOUN
fusus-149	9	18	models	model	NOUN
fusus-149	9	19	(	(	PUNCT
fusus-149	9	20	solargis	solargis	PROPN
fusus-149	9	21	,	,	PUNCT
fusus-149	9	22	suny	suny	PROPN
fusus-149	9	23	,	,	PUNCT
fusus-149	9	24	and	and	CCONJ
fusus-149	9	25	solcast	solcast	NOUN
fusus-149	9	26	)	)	PUNCT
fusus-149	9	27	against	against	ADP
fusus-149	9	28	the	the	DET
fusus-149	9	29	observed	observe	VERB
fusus-149	9	30	dataset	dataset	NOUN
fusus-149	9	31	by	by	ADP
fusus-149	9	32	six	six	NUM
fusus-149	9	33	ground	ground	NOUN
fusus-149	9	34	stations	station	NOUN
fusus-149	9	35	in	in	ADP
fusus-149	9	36	saudi	saudi	PROPN
fusus-149	9	37	arabia	arabia	PROPN
fusus-149	9	38	under	under	ADP
fusus-149	9	39	different	different	ADJ
fusus-149	9	40	climatic	climatic	ADJ
fusus-149	9	41	zones	zone	NOUN
fusus-149	9	42	.	.	PUNCT
fusus-149	10	1	the	the	DET
fusus-149	10	2	validation	validation	NOUN
fusus-149	10	3	method	method	NOUN
fusus-149	10	4	has	have	AUX
fusus-149	10	5	been	be	AUX
fusus-149	10	6	implemented	implement	VERB
fusus-149	10	7	using	use	VERB
fusus-149	10	8	the	the	DET
fusus-149	10	9	standard	standard	ADJ
fusus-149	10	10	error	error	NOUN
fusus-149	10	11	metrics	metric	NOUN
fusus-149	10	12	:	:	PUNCT
fusus-149	10	13	maximum	maximum	ADJ
fusus-149	10	14	absolute	absolute	ADJ
fusus-149	10	15	error	error	NOUN
fusus-149	10	16	(	(	PUNCT
fusus-149	10	17	mae	mae	PROPN
fusus-149	10	18	)	)	PUNCT
fusus-149	10	19	and	and	CCONJ
fusus-149	10	20	relative	relative	ADJ
fusus-149	10	21	maximum	maximum	ADJ
fusus-149	10	22	bias	bias	NOUN
fusus-149	10	23	error	error	NOUN
fusus-149	10	24	(	(	PUNCT
fusus-149	10	25	rmbe	rmbe	NOUN
fusus-149	10	26	)	)	PUNCT
fusus-149	10	27	.	.	PUNCT
fusus-149	11	1	the	the	DET
fusus-149	11	2	validation	validation	NOUN
fusus-149	11	3	process	process	NOUN
fusus-149	11	4	showed	show	VERB
fusus-149	11	5	that	that	SCONJ
fusus-149	11	6	,	,	PUNCT
fusus-149	11	7	in	in	ADP
fusus-149	11	8	the	the	DET
fusus-149	11	9	case	case	NOUN
fusus-149	11	10	of	of	ADP
fusus-149	11	11	ghi	ghi	PROPN
fusus-149	11	12	,	,	PUNCT
fusus-149	11	13	the	the	DET
fusus-149	11	14	discrepancy	discrepancy	NOUN
fusus-149	11	15	between	between	ADP
fusus-149	11	16	observed	observe	VERB
fusus-149	11	17	and	and	CCONJ
fusus-149	11	18	predicted	predict	VERB
fusus-149	11	19	values	value	NOUN
fusus-149	11	20	is	be	AUX
fusus-149	11	21	narrow	narrow	ADJ
fusus-149	11	22	,	,	PUNCT
fusus-149	11	23	while	while	SCONJ
fusus-149	11	24	in	in	ADP
fusus-149	11	25	the	the	DET
fusus-149	11	26	case	case	NOUN
fusus-149	11	27	of	of	ADP
fusus-149	11	28	dni	dni	PROPN
fusus-149	11	29	,	,	PUNCT
fusus-149	11	30	the	the	DET
fusus-149	11	31	discrepancy	discrepancy	NOUN
fusus-149	11	32	is	be	AUX
fusus-149	11	33	wide	wide	ADJ
fusus-149	11	34	.	.	PUNCT
fusus-149	12	1	also	also	ADV
fusus-149	12	2	,	,	PUNCT
fusus-149	12	3	the	the	DET
fusus-149	12	4	predicted	predict	VERB
fusus-149	12	5	ghi	ghi	PROPN
fusus-149	12	6	values	value	NOUN
fusus-149	12	7	are	be	AUX
fusus-149	12	8	more	more	ADV
fusus-149	12	9	accurate	accurate	ADJ
fusus-149	12	10	than	than	SCONJ
fusus-149	12	11	predicted	predict	VERB
fusus-149	12	12	dni	dni	NOUN
fusus-149	12	13	values	value	NOUN
fusus-149	12	14	,	,	PUNCT
fusus-149	12	15	and	and	CCONJ
fusus-149	12	16	-in	-in	ADP
fusus-149	12	17	generalthe	generalthe	DET
fusus-149	12	18	values	value	NOUN
fusus-149	12	19	predicted	predict	VERB
fusus-149	12	20	by	by	ADP
fusus-149	12	21	the	the	DET
fusus-149	12	22	suny	suny	PROPN
fusus-149	12	23	model	model	NOUN
fusus-149	12	24	are	be	AUX
fusus-149	12	25	less	less	ADV
fusus-149	12	26	accurate	accurate	ADJ
fusus-149	12	27	than	than	ADP
fusus-149	12	28	those	those	PRON
fusus-149	12	29	predicted	predict	VERB
fusus-149	12	30	by	by	ADP
fusus-149	12	31	solargis	solargis	ADJ
fusus-149	12	32	and	and	CCONJ
fusus-149	12	33	solcast	solcast	ADJ
fusus-149	12	34	models	model	NOUN
fusus-149	12	35	for	for	ADP
fusus-149	12	36	both	both	DET
fusus-149	12	37	ghi	ghi	PROPN
fusus-149	12	38	and	and	CCONJ
fusus-149	12	39	dni	dni	PROPN
fusus-149	12	40	.	.	PUNCT
fusus-149	13	1	the	the	DET
fusus-149	13	2	resultant	resultant	NOUN
fusus-149	13	3	of	of	ADP
fusus-149	13	4	this	this	DET
fusus-149	13	5	validation	validation	NOUN
fusus-149	13	6	process	process	NOUN
fusus-149	13	7	could	could	AUX
fusus-149	13	8	be	be	AUX
fusus-149	13	9	accepted	accept	VERB
fusus-149	13	10	not	not	PART
fusus-149	13	11	for	for	ADP
fusus-149	13	12	the	the	DET
fusus-149	13	13	six	six	NUM
fusus-149	13	14	locations	location	NOUN
fusus-149	13	15	under	under	ADP
fusus-149	13	16	study	study	NOUN
fusus-149	13	17	only	only	ADV
fusus-149	13	18	but	but	CCONJ
fusus-149	13	19	,	,	PUNCT
fusus-149	13	20	also	also	ADV
fusus-149	13	21	for	for	ADP
fusus-149	13	22	deserts	desert	NOUN
fusus-149	13	23	and	and	CCONJ
fusus-149	13	24	arid	arid	NOUN
fusus-149	13	25	areas	area	NOUN
fusus-149	13	26	across	across	ADP
fusus-149	13	27	saudi	saudi	PROPN
fusus-149	13	28	arabia	arabia	PROPN
fusus-149	13	29	and	and	CCONJ
fusus-149	13	30	might	might	AUX
fusus-149	13	31	be	be	AUX
fusus-149	13	32	extended	extend	VERB
fusus-149	13	33	to	to	ADP
fusus-149	13	34	similar	similar	ADJ
fusus-149	13	35	arid	arid	NOUN
fusus-149	13	36	areas	area	NOUN
fusus-149	13	37	around	around	ADP
fusus-149	13	38	the	the	DET
fusus-149	13	39	world	world	NOUN
fusus-149	13	40	.	.	PUNCT
fusus-149	14	1	1	1	X
fusus-149	14	2	.	.	X
fusus-149	14	3	introduction	introduction	NOUN
fusus-149	14	4	the	the	DET
fusus-149	14	5	financing	financing	NOUN
fusus-149	14	6	of	of	ADP
fusus-149	14	7	large	large	ADJ
fusus-149	14	8	solar	solar	ADJ
fusus-149	14	9	projects	project	NOUN
fusus-149	14	10	requires	require	VERB
fusus-149	14	11	detailed	detailed	ADJ
fusus-149	14	12	diligence	diligence	NOUN
fusus-149	14	13	and	and	CCONJ
fusus-149	14	14	allocation	allocation	NOUN
fusus-149	14	15	of	of	ADP
fusus-149	14	16	technical	technical	ADJ
fusus-149	14	17	and	and	CCONJ
fusus-149	14	18	commercial	commercial	ADJ
fusus-149	14	19	risks	risk	NOUN
fusus-149	14	20	;	;	PUNCT
fusus-149	14	21	one	one	NUM
fusus-149	14	22	of	of	ADP
fusus-149	14	23	the	the	DET
fusus-149	14	24	principal	principal	ADJ
fusus-149	14	25	risks	risk	NOUN
fusus-149	14	26	is	be	AUX
fusus-149	14	27	the	the	DET
fusus-149	14	28	knowledge	knowledge	NOUN
fusus-149	14	29	of	of	ADP
fusus-149	14	30	solar	solar	ADJ
fusus-149	14	31	resources	resource	NOUN
fusus-149	14	32	.	.	PUNCT
fusus-149	15	1	the	the	DET
fusus-149	15	2	intermittent	intermittent	ADJ
fusus-149	15	3	nature	nature	NOUN
fusus-149	15	4	of	of	ADP
fusus-149	15	5	the	the	DET
fusus-149	15	6	solar	solar	ADJ
fusus-149	15	7	resource	resource	NOUN
fusus-149	15	8	made	make	VERB
fusus-149	15	9	its	its	PRON
fusus-149	15	10	assessment	assessment	NOUN
fusus-149	15	11	essential	essential	ADJ
fusus-149	15	12	for	for	ADP
fusus-149	15	13	determining	determine	VERB
fusus-149	15	14	the	the	DET
fusus-149	15	15	performance	performance	NOUN
fusus-149	15	16	of	of	ADP
fusus-149	15	17	solar	solar	ADJ
fusus-149	15	18	-	-	PUNCT
fusus-149	15	19	power	power	NOUN
fusus-149	15	20	projects	project	NOUN
fusus-149	15	21	and	and	CCONJ
fusus-149	15	22	securing	secure	VERB
fusus-149	15	23	financing	financing	NOUN
fusus-149	15	24	for	for	ADP
fusus-149	15	25	them	they	PRON
fusus-149	15	26	in	in	ADP
fusus-149	15	27	the	the	DET
fusus-149	15	28	long	long	ADJ
fusus-149	15	29	term	term	NOUN
fusus-149	15	30	.	.	PUNCT
fusus-149	16	1	a	a	DET
fusus-149	16	2	robust	robust	ADJ
fusus-149	16	3	dataset	dataset	NOUN
fusus-149	16	4	surface	surface	NOUN
fusus-149	16	5	solar	solar	ADJ
fusus-149	16	6	irradiance	irradiance	NOUN
fusus-149	16	7	(	(	PUNCT
fusus-149	16	8	ssi	ssi	PROPN
fusus-149	16	9	)	)	PUNCT
fusus-149	16	10	is	be	AUX
fusus-149	16	11	essential	essential	ADJ
fusus-149	16	12	for	for	ADP
fusus-149	16	13	secure	secure	ADJ
fusus-149	16	14	competitive	competitive	ADJ
fusus-149	16	15	financing	financing	NOUN
fusus-149	16	16	for	for	ADP
fusus-149	16	17	solar	solar	ADJ
fusus-149	16	18	energy	energy	NOUN
fusus-149	16	19	projects	project	NOUN
fusus-149	16	20	.	.	PUNCT
fusus-149	17	1	generally	generally	ADV
fusus-149	17	2	,	,	PUNCT
fusus-149	17	3	financing	financing	NOUN
fusus-149	17	4	communities	community	NOUN
fusus-149	17	5	consider	consider	VERB
fusus-149	17	6	solar	solar	ADJ
fusus-149	17	7	resources	resource	NOUN
fusus-149	17	8	to	to	PART
fusus-149	17	9	be	be	AUX
fusus-149	17	10	stable	stable	ADJ
fusus-149	17	11	on	on	ADP
fusus-149	17	12	an	an	DET
fusus-149	17	13	annual	annual	ADJ
fusus-149	17	14	basis	basis	NOUN
fusus-149	17	15	when	when	SCONJ
fusus-149	17	16	compared	compare	VERB
fusus-149	17	17	to	to	ADP
fusus-149	17	18	other	other	ADJ
fusus-149	17	19	renewable	renewable	ADJ
fusus-149	17	20	energy	energy	NOUN
fusus-149	17	21	resources	resource	NOUN
fusus-149	17	22	.	.	PUNCT
fusus-149	18	1	therefore	therefore	ADV
fusus-149	18	2	,	,	PUNCT
fusus-149	18	3	rating	rating	NOUN
fusus-149	18	4	agencies	agency	NOUN
fusus-149	18	5	and	and	CCONJ
fusus-149	18	6	lenders	lender	NOUN
fusus-149	18	7	alike	alike	ADV
fusus-149	18	8	require	require	VERB
fusus-149	18	9	verification	verification	NOUN
fusus-149	18	10	of	of	ADP
fusus-149	18	11	the	the	DET
fusus-149	18	12	solar	solar	ADJ
fusus-149	18	13	-	-	PUNCT
fusus-149	18	14	resource	resource	NOUN
fusus-149	18	15	dataset	dataset	NOUN
fusus-149	18	16	for	for	ADP
fusus-149	18	17	utilizing	utilize	VERB
fusus-149	18	18	each	each	DET
fusus-149	18	19	solar	solar	ADJ
fusus-149	18	20	energy	energy	NOUN
fusus-149	18	21	project	project	NOUN
fusus-149	18	22	,	,	PUNCT
fusus-149	18	23	as	as	SCONJ
fusus-149	18	24	this	this	PRON
fusus-149	18	25	can	can	AUX
fusus-149	18	26	be	be	AUX
fusus-149	18	27	translated	translate	VERB
fusus-149	18	28	directly	directly	ADV
fusus-149	18	29	into	into	ADP
fusus-149	18	30	expected	expected	ADJ
fusus-149	18	31	electrical	electrical	ADJ
fusus-149	18	32	energy	energy	NOUN
fusus-149	18	33	and	and	CCONJ
fusus-149	18	34	revenues	revenue	NOUN
fusus-149	18	35	.	.	PUNCT
fusus-149	19	1	the	the	DET
fusus-149	19	2	accuracy	accuracy	NOUN
fusus-149	19	3	of	of	ADP
fusus-149	19	4	the	the	DET
fusus-149	19	5	dataset	dataset	NOUN
fusus-149	19	6	and	and	CCONJ
fusus-149	19	7	the	the	DET
fusus-149	19	8	variability	variability	NOUN
fusus-149	19	9	of	of	ADP
fusus-149	19	10	the	the	DET
fusus-149	19	11	solar	solar	ADJ
fusus-149	19	12	radiation	radiation	NOUN
fusus-149	19	13	,	,	PUNCT
fusus-149	19	14	as	as	SCONJ
fusus-149	19	15	recorded	record	VERB
fusus-149	19	16	by	by	ADP
fusus-149	19	17	historical	historical	ADJ
fusus-149	19	18	solar	solar	ADJ
fusus-149	19	19	data	datum	NOUN
fusus-149	19	20	,	,	PUNCT
fusus-149	19	21	play	play	VERB
fusus-149	19	22	significant	significant	ADJ
fusus-149	19	23	roles	role	NOUN
fusus-149	19	24	in	in	ADP
fusus-149	19	25	estimating	estimate	VERB
fusus-149	19	26	the	the	DET
fusus-149	19	27	future	future	ADJ
fusus-149	19	28	performance	performance	NOUN
fusus-149	19	29	of	of	ADP
fusus-149	19	30	the	the	DET
fusus-149	19	31	project	project	NOUN
fusus-149	19	32	and	and	CCONJ
fusus-149	19	33	its	its	PRON
fusus-149	19	34	budget	budget	NOUN
fusus-149	19	35	.	.	PUNCT
fusus-149	20	1	information	information	NOUN
fusus-149	20	2	concluded	conclude	VERB
fusus-149	20	3	from	from	ADP
fusus-149	20	4	historical	historical	ADJ
fusus-149	20	5	solar	solar	ADJ
fusus-149	20	6	resource	resource	NOUN
fusus-149	20	7	datasets	dataset	NOUN
fusus-149	20	8	may	may	AUX
fusus-149	20	9	be	be	AUX
fusus-149	20	10	used	use	VERB
fusus-149	20	11	to	to	PART
fusus-149	20	12	make	make	VERB
fusus-149	20	13	energy	energy	NOUN
fusus-149	20	14	policy	policy	NOUN
fusus-149	20	15	decisions	decision	NOUN
fusus-149	20	16	,	,	PUNCT
fusus-149	20	17	design	design	NOUN
fusus-149	20	18	solar	solar	ADJ
fusus-149	20	19	energy	energy	NOUN
fusus-149	20	20	systems	system	NOUN
fusus-149	20	21	for	for	ADP
fusus-149	20	22	specific	specific	ADJ
fusus-149	20	23	locations	location	NOUN
fusus-149	20	24	,	,	PUNCT
fusus-149	20	25	choose	choose	VERB
fusus-149	20	26	optimum	optimum	ADJ
fusus-149	20	27	energy	energy	NOUN
fusus-149	20	28	conversion	conversion	NOUN
fusus-149	20	29	technology	technology	NOUN
fusus-149	20	30	,	,	PUNCT
fusus-149	20	31	and	and	CCONJ
fusus-149	20	32	operate	operate	VERB
fusus-149	20	33	installed	instal	VERB
fusus-149	20	34	solar	solar	ADJ
fusus-149	20	35	energy	energy	NOUN
fusus-149	20	36	projects	project	NOUN
fusus-149	20	37	.	.	PUNCT
fusus-149	21	1	historical	historical	ADJ
fusus-149	21	2	solar	solar	ADJ
fusus-149	21	3	resource	resource	NOUN
fusus-149	21	4	datasets	dataset	NOUN
fusus-149	21	5	may	may	AUX
fusus-149	21	6	be	be	AUX
fusus-149	21	7	the	the	DET
fusus-149	21	8	result	result	NOUN
fusus-149	21	9	of	of	ADP
fusus-149	21	10	local	local	ADJ
fusus-149	21	11	measurement	measurement	NOUN
fusus-149	21	12	stations	station	NOUN
fusus-149	21	13	,	,	PUNCT
fusus-149	21	14	satellite	satellite	NOUN
fusus-149	21	15	-	-	PUNCT
fusus-149	21	16	based	base	VERB
fusus-149	21	17	estimation	estimation	NOUN
fusus-149	21	18	methods	method	NOUN
fusus-149	21	19	,	,	PUNCT
fusus-149	21	20	or	or	CCONJ
fusus-149	21	21	numerical	numerical	ADJ
fusus-149	21	22	weather	weather	NOUN
fusus-149	21	23	prediction	prediction	NOUN
fusus-149	21	24	methods	method	NOUN
fusus-149	21	25	.	.	PUNCT
fusus-149	22	1	there	there	PRON
fusus-149	22	2	is	be	VERB
fusus-149	22	3	no	no	DET
fusus-149	22	4	doubt	doubt	NOUN
fusus-149	22	5	that	that	SCONJ
fusus-149	22	6	the	the	DET
fusus-149	22	7	observed	observe	VERB
fusus-149	22	8	solar	solar	ADJ
fusus-149	22	9	irradiance	irradiance	NOUN
fusus-149	22	10	datasets	dataset	NOUN
fusus-149	22	11	by	by	ADP
fusus-149	22	12	local	local	ADJ
fusus-149	22	13	stations	station	NOUN
fusus-149	22	14	are	be	AUX
fusus-149	22	15	the	the	DET
fusus-149	22	16	best	good	ADJ
fusus-149	22	17	and	and	CCONJ
fusus-149	22	18	most	most	ADV
fusus-149	22	19	reliable	reliable	ADJ
fusus-149	22	20	for	for	ADP
fusus-149	22	21	a	a	DET
fusus-149	22	22	specific	specific	ADJ
fusus-149	22	23	site	site	NOUN
fusus-149	22	24	,	,	PUNCT
fusus-149	22	25	but	but	CCONJ
fusus-149	22	26	they	they	PRON
fusus-149	22	27	are	be	AUX
fusus-149	22	28	not	not	PART
fusus-149	22	29	always	always	ADV
fusus-149	22	30	available	available	ADJ
fusus-149	22	31	for	for	ADP
fusus-149	22	32	long	long	ADJ
fusus-149	22	33	and	and	CCONJ
fusus-149	22	34	continuous	continuous	ADJ
fusus-149	22	35	periods	period	NOUN
fusus-149	22	36	in	in	ADP
fusus-149	22	37	any	any	DET
fusus-149	22	38	location	location	NOUN
fusus-149	22	39	,	,	PUNCT
fusus-149	22	40	especially	especially	ADV
fusus-149	22	41	arid	arid	ADJ
fusus-149	22	42	areas	area	NOUN
fusus-149	22	43	.	.	PUNCT
fusus-149	23	1	so	so	ADV
fusus-149	23	2	,	,	PUNCT
fusus-149	23	3	the	the	DET
fusus-149	23	4	importance	importance	NOUN
fusus-149	23	5	of	of	ADP
fusus-149	23	6	historical	historical	ADJ
fusus-149	23	7	solar	solar	ADJ
fusus-149	23	8	radiation	radiation	NOUN
fusus-149	23	9	datasets	dataset	NOUN
fusus-149	23	10	future	future	ADJ
fusus-149	23	11	sustainability	sustainability	NOUN
fusus-149	23	12	open	open	ADJ
fusus-149	23	13	access	access	NOUN
fusus-149	23	14	journal	journal	PROPN
fusus-149	23	15	https://doi.org/10.55670/fpll.fusus.2.2.1	https://doi.org/10.55670/fpll.fusus.2.2.1	PROPN
fusus-149	23	16	may	may	AUX
fusus-149	23	17	2024|	2024|	PROPN
fusus-149	23	18	volume	volume	VERB
fusus-149	23	19	02	02	NUM
fusus-149	23	20	|	|	NOUN
fusus-149	23	21	issue	issue	NOUN
fusus-149	23	22	02	02	NUM
fusus-149	24	1	|	|	NOUN
fusus-149	24	2	pages	page	NOUN
fusus-149	24	3	01	01	NUM
fusus-149	24	4	-	-	SYM
fusus-149	24	5	07	07	NUM
fusus-149	24	6	journal	journal	NOUN
fusus-149	24	7	homepage	homepage	NOUN
fusus-149	24	8	:	:	PUNCT
fusus-149	24	9	https://fupubco.com/fusus	https://fupubco.com/fusus	PROPN
fusus-149	24	10	issn	issn	PROPN
fusus-149	24	11	2995	2995	NUM
fusus-149	24	12	-	-	SYM
fusus-149	24	13	0473	0473	NUM
fusus-149	24	14	mailto:dr_almarshoud@qec.edu.sa	mailto:dr_almarshoud@qec.edu.sa	PROPN
fusus-149	24	15	mailto:dr_almarshoud@qu.edu.sa	mailto:dr_almarshoud@qu.edu.sa	PROPN
fusus-149	24	16	https://doi.org/10.55670/fpll.fusus.2.2.1	https://doi.org/10.55670/fpll.fusus.2.2.1	VERB
fusus-149	24	17	https://fupubco.com/fusus	https://fupubco.com/fusus	PROPN
fusus-149	24	18	a.	a.	PROPN
fusus-149	24	19	f.	f.	PROPN
fusus-149	24	20	almarshoud	almarshoud	PROPN
fusus-149	24	21	/future	/future	NOUN
fusus-149	24	22	sustainability	sustainability	NOUN
fusus-149	24	23	may	may	AUX
fusus-149	24	24	2024|	2024|	NUM
fusus-149	24	25	volume	volume	VERB
fusus-149	24	26	02	02	NUM
fusus-149	24	27	|	|	NOUN
fusus-149	24	28	issue	issue	NOUN
fusus-149	24	29	02	02	NUM
fusus-149	24	30	|	|	NOUN
fusus-149	24	31	pages	page	NOUN
fusus-149	24	32	01	01	NUM
fusus-149	24	33	-	-	SYM
fusus-149	24	34	07	07	NUM
fusus-149	24	35	2	2	NUM
fusus-149	24	36	derived	derive	VERB
fusus-149	24	37	from	from	ADP
fusus-149	24	38	satellite	satellite	NOUN
fusus-149	24	39	-	-	PUNCT
fusus-149	24	40	based	base	VERB
fusus-149	24	41	models	model	NOUN
fusus-149	24	42	arises	arise	VERB
fusus-149	24	43	here	here	ADV
fusus-149	24	44	.	.	PUNCT
fusus-149	25	1	in	in	ADP
fusus-149	25	2	the	the	DET
fusus-149	25	3	last	last	ADJ
fusus-149	25	4	decade	decade	NOUN
fusus-149	25	5	,	,	PUNCT
fusus-149	25	6	the	the	DET
fusus-149	25	7	king	king	NOUN
fusus-149	25	8	abdullah	abdullah	PROPN
fusus-149	25	9	city	city	PROPN
fusus-149	25	10	for	for	ADP
fusus-149	25	11	atomic	atomic	ADJ
fusus-149	25	12	and	and	CCONJ
fusus-149	25	13	renewable	renewable	ADJ
fusus-149	25	14	energy	energy	NOUN
fusus-149	25	15	[	[	X
fusus-149	25	16	1	1	NUM
fusus-149	25	17	]	]	PUNCT
fusus-149	25	18	,	,	PUNCT
fusus-149	25	19	as	as	SCONJ
fusus-149	25	20	the	the	DET
fusus-149	25	21	lead	lead	ADJ
fusus-149	25	22	saudi	saudi	PROPN
fusus-149	25	23	arabia	arabia	PROPN
fusus-149	25	24	governmental	governmental	ADJ
fusus-149	25	25	agency	agency	NOUN
fusus-149	25	26	for	for	ADP
fusus-149	25	27	renewable	renewable	ADJ
fusus-149	25	28	energy	energy	NOUN
fusus-149	25	29	,	,	PUNCT
fusus-149	25	30	has	have	AUX
fusus-149	25	31	developed	develop	VERB
fusus-149	25	32	the	the	DET
fusus-149	25	33	renewable	renewable	ADJ
fusus-149	25	34	resource	resource	NOUN
fusus-149	25	35	monitoring	monitoring	NOUN
fusus-149	25	36	and	and	CCONJ
fusus-149	25	37	mapping	mapping	NOUN
fusus-149	25	38	(	(	PUNCT
fusus-149	25	39	rrmm	rrmm	NOUN
fusus-149	25	40	)	)	PUNCT
fusus-149	25	41	solar	solar	ADJ
fusus-149	25	42	measurement	measurement	NOUN
fusus-149	25	43	network	network	NOUN
fusus-149	25	44	,	,	PUNCT
fusus-149	25	45	which	which	PRON
fusus-149	25	46	currently	currently	ADV
fusus-149	25	47	involves	involve	VERB
fusus-149	25	48	more	more	ADJ
fusus-149	25	49	than	than	ADP
fusus-149	25	50	50	50	NUM
fusus-149	25	51	metrological	metrological	ADJ
fusus-149	25	52	stations	station	NOUN
fusus-149	25	53	distributed	distribute	VERB
fusus-149	25	54	over	over	ADP
fusus-149	25	55	the	the	DET
fusus-149	25	56	area	area	NOUN
fusus-149	25	57	of	of	ADP
fusus-149	25	58	saudi	saudi	PROPN
fusus-149	25	59	arabia	arabia	PROPN
fusus-149	25	60	.	.	PUNCT
fusus-149	26	1	these	these	DET
fusus-149	26	2	metrological	metrological	ADJ
fusus-149	26	3	stations	station	NOUN
fusus-149	26	4	record	record	VERB
fusus-149	26	5	the	the	DET
fusus-149	26	6	solar	solar	ADJ
fusus-149	26	7	irradiance	irradiance	NOUN
fusus-149	26	8	data	datum	NOUN
fusus-149	26	9	in	in	ADP
fusus-149	26	10	addition	addition	NOUN
fusus-149	26	11	to	to	ADP
fusus-149	26	12	other	other	ADJ
fusus-149	26	13	weather	weather	NOUN
fusus-149	26	14	data	datum	NOUN
fusus-149	26	15	;	;	PUNCT
fusus-149	26	16	the	the	DET
fusus-149	26	17	details	detail	NOUN
fusus-149	26	18	of	of	ADP
fusus-149	26	19	the	the	DET
fusus-149	26	20	rrmm	rrmm	NOUN
fusus-149	26	21	network	network	NOUN
fusus-149	26	22	are	be	AUX
fusus-149	26	23	summarized	summarize	VERB
fusus-149	26	24	in	in	ADP
fusus-149	26	25	[	[	X
fusus-149	26	26	2	2	NUM
fusus-149	26	27	]	]	PUNCT
fusus-149	26	28	.	.	PUNCT
fusus-149	27	1	the	the	DET
fusus-149	27	2	rrmm	rrmm	NOUN
fusus-149	27	3	network	network	NOUN
fusus-149	27	4	can	can	AUX
fusus-149	27	5	be	be	AUX
fusus-149	27	6	accessed	access	VERB
fusus-149	27	7	via	via	ADP
fusus-149	27	8	the	the	DET
fusus-149	27	9	saudi	saudi	PROPN
fusus-149	27	10	arabia	arabia	PROPN
fusus-149	27	11	renewable	renewable	ADJ
fusus-149	27	12	resource	resource	NOUN
fusus-149	27	13	atlas	atlas	PROPN
fusus-149	27	14	website	website	NOUN
fusus-149	27	15	[	[	X
fusus-149	27	16	1	1	NUM
fusus-149	27	17	]	]	PUNCT
fusus-149	27	18	.	.	PUNCT
fusus-149	28	1	the	the	DET
fusus-149	28	2	rrmm	rrmm	NOUN
fusus-149	28	3	currently	currently	ADV
fusus-149	28	4	has	have	VERB
fusus-149	28	5	a	a	DET
fusus-149	28	6	historical	historical	ADJ
fusus-149	28	7	dataset	dataset	NOUN
fusus-149	28	8	that	that	PRON
fusus-149	28	9	reaches	reach	VERB
fusus-149	28	10	up	up	ADP
fusus-149	28	11	to	to	PART
fusus-149	28	12	7	7	NUM
fusus-149	28	13	years	year	NOUN
fusus-149	28	14	for	for	ADP
fusus-149	28	15	most	most	ADJ
fusus-149	28	16	locations	location	NOUN
fusus-149	28	17	with	with	ADP
fusus-149	28	18	high	high	ADJ
fusus-149	28	19	resolution	resolution	NOUN
fusus-149	28	20	.	.	PUNCT
fusus-149	29	1	but	but	CCONJ
fusus-149	29	2	these	these	DET
fusus-149	29	3	metrological	metrological	ADJ
fusus-149	29	4	stations	station	NOUN
fusus-149	29	5	are	be	AUX
fusus-149	29	6	concentrated	concentrate	VERB
fusus-149	29	7	in	in	ADP
fusus-149	29	8	the	the	DET
fusus-149	29	9	main	main	ADJ
fusus-149	29	10	cities	city	NOUN
fusus-149	29	11	and	and	CCONJ
fusus-149	29	12	towns	town	NOUN
fusus-149	29	13	over	over	ADP
fusus-149	29	14	the	the	DET
fusus-149	29	15	wide	wide	ADJ
fusus-149	29	16	area	area	NOUN
fusus-149	29	17	of	of	ADP
fusus-149	29	18	saudi	saudi	PROPN
fusus-149	29	19	arabia	arabia	PROPN
fusus-149	29	20	that	that	PRON
fusus-149	29	21	reaches	reach	VERB
fusus-149	29	22	up	up	ADP
fusus-149	29	23	to	to	PART
fusus-149	29	24	2	2	NUM
fusus-149	29	25	m	m	NOUN
fusus-149	29	26	km2	km2	NOUN
fusus-149	29	27	;	;	PUNCT
fusus-149	29	28	this	this	PRON
fusus-149	29	29	means	mean	VERB
fusus-149	29	30	that	that	SCONJ
fusus-149	29	31	the	the	DET
fusus-149	29	32	solar	solar	ADJ
fusus-149	29	33	energy	energy	NOUN
fusus-149	29	34	projects	project	NOUN
fusus-149	29	35	that	that	PRON
fusus-149	29	36	are	be	AUX
fusus-149	29	37	planned	plan	VERB
fusus-149	29	38	to	to	PART
fusus-149	29	39	be	be	AUX
fusus-149	29	40	constructed	construct	VERB
fusus-149	29	41	in	in	ADP
fusus-149	29	42	desert	desert	NOUN
fusus-149	29	43	and	and	CCONJ
fusus-149	29	44	arid	arid	NOUN
fusus-149	29	45	areas	area	NOUN
fusus-149	29	46	are	be	AUX
fusus-149	29	47	still	still	ADV
fusus-149	29	48	suffering	suffer	VERB
fusus-149	29	49	from	from	ADP
fusus-149	29	50	a	a	DET
fusus-149	29	51	lack	lack	NOUN
fusus-149	29	52	of	of	ADP
fusus-149	29	53	reliable	reliable	ADJ
fusus-149	29	54	data	datum	NOUN
fusus-149	29	55	of	of	ADP
fusus-149	29	56	solar	solar	ADJ
fusus-149	29	57	irradiance	irradiance	NOUN
fusus-149	29	58	.	.	PUNCT
fusus-149	30	1	so	so	ADV
fusus-149	30	2	,	,	PUNCT
fusus-149	30	3	the	the	DET
fusus-149	30	4	historical	historical	ADJ
fusus-149	30	5	solar	solar	ADJ
fusus-149	30	6	radiation	radiation	NOUN
fusus-149	30	7	datasets	dataset	NOUN
fusus-149	30	8	derived	derive	VERB
fusus-149	30	9	from	from	ADP
fusus-149	30	10	satellite	satellite	NOUN
fusus-149	30	11	-	-	PUNCT
fusus-149	30	12	based	base	VERB
fusus-149	30	13	models	model	NOUN
fusus-149	30	14	are	be	AUX
fusus-149	30	15	the	the	DET
fusus-149	30	16	only	only	ADJ
fusus-149	30	17	way	way	NOUN
fusus-149	30	18	to	to	PART
fusus-149	30	19	assess	assess	VERB
fusus-149	30	20	the	the	DET
fusus-149	30	21	performance	performance	NOUN
fusus-149	30	22	of	of	ADP
fusus-149	30	23	solar	solar	ADJ
fusus-149	30	24	energy	energy	NOUN
fusus-149	30	25	projects	project	NOUN
fusus-149	30	26	in	in	ADP
fusus-149	30	27	arid	arid	ADJ
fusus-149	30	28	areas	area	NOUN
fusus-149	30	29	.	.	PUNCT
fusus-149	31	1	in	in	ADP
fusus-149	31	2	this	this	DET
fusus-149	31	3	work	work	NOUN
fusus-149	31	4	,	,	PUNCT
fusus-149	31	5	the	the	DET
fusus-149	31	6	researchers	researcher	NOUN
fusus-149	31	7	will	will	AUX
fusus-149	31	8	validate	validate	VERB
fusus-149	31	9	three	three	NUM
fusus-149	31	10	historically	historically	ADV
fusus-149	31	11	modeled	model	VERB
fusus-149	31	12	datasets	dataset	NOUN
fusus-149	31	13	against	against	ADP
fusus-149	31	14	ground	ground	NOUN
fusus-149	31	15	measurements	measurement	NOUN
fusus-149	31	16	under	under	ADP
fusus-149	31	17	different	different	ADJ
fusus-149	31	18	climatic	climatic	ADJ
fusus-149	31	19	zones	zone	NOUN
fusus-149	31	20	in	in	ADP
fusus-149	31	21	saudi	saudi	PROPN
fusus-149	31	22	arabia	arabia	PROPN
fusus-149	31	23	;	;	PUNCT
fusus-149	31	24	if	if	SCONJ
fusus-149	31	25	the	the	DET
fusus-149	31	26	validation	validation	NOUN
fusus-149	31	27	result	result	NOUN
fusus-149	31	28	becomes	become	VERB
fusus-149	31	29	acceptable	acceptable	ADJ
fusus-149	31	30	,	,	PUNCT
fusus-149	31	31	then	then	ADV
fusus-149	31	32	we	we	PRON
fusus-149	31	33	can	can	AUX
fusus-149	31	34	depend	depend	VERB
fusus-149	31	35	on	on	ADP
fusus-149	31	36	the	the	DET
fusus-149	31	37	modeled	model	VERB
fusus-149	31	38	irradiance	irradiance	NOUN
fusus-149	31	39	datasets	dataset	NOUN
fusus-149	31	40	for	for	ADP
fusus-149	31	41	deserts	desert	NOUN
fusus-149	31	42	and	and	CCONJ
fusus-149	31	43	arid	arid	NOUN
fusus-149	31	44	areas	area	NOUN
fusus-149	31	45	over	over	ADP
fusus-149	31	46	saudi	saudi	PROPN
fusus-149	31	47	arabia	arabia	PROPN
fusus-149	31	48	;	;	PUNCT
fusus-149	31	49	this	this	PRON
fusus-149	31	50	is	be	AUX
fusus-149	31	51	the	the	DET
fusus-149	31	52	aim	aim	NOUN
fusus-149	31	53	of	of	ADP
fusus-149	31	54	this	this	DET
fusus-149	31	55	study	study	NOUN
fusus-149	31	56	.	.	PUNCT
fusus-149	32	1	2	2	X
fusus-149	32	2	.	.	X
fusus-149	32	3	evolving	evolve	VERB
fusus-149	32	4	of	of	ADP
fusus-149	32	5	satellite	satellite	NOUN
fusus-149	32	6	-	-	PUNCT
fusus-149	32	7	based	base	VERB
fusus-149	32	8	solar	solar	ADJ
fusus-149	32	9	irradiance	irradiance	NOUN
fusus-149	32	10	estimation	estimation	NOUN
fusus-149	32	11	estimating	estimate	VERB
fusus-149	32	12	surface	surface	NOUN
fusus-149	32	13	solar	solar	ADJ
fusus-149	32	14	irradiance	irradiance	NOUN
fusus-149	32	15	(	(	PUNCT
fusus-149	32	16	ssi	ssi	PROPN
fusus-149	32	17	)	)	PUNCT
fusus-149	32	18	from	from	ADP
fusus-149	32	19	satellites	satellite	NOUN
fusus-149	32	20	began	begin	VERB
fusus-149	32	21	in	in	ADP
fusus-149	32	22	the	the	DET
fusus-149	32	23	1960s	1960	NOUN
fusus-149	32	24	with	with	ADP
fusus-149	32	25	considerable	considerable	ADJ
fusus-149	32	26	errors	error	NOUN
fusus-149	32	27	in	in	ADP
fusus-149	32	28	predicted	predict	VERB
fusus-149	32	29	data	datum	NOUN
fusus-149	32	30	,	,	PUNCT
fusus-149	32	31	but	but	CCONJ
fusus-149	32	32	after	after	ADP
fusus-149	32	33	2000	2000	NUM
fusus-149	32	34	,	,	PUNCT
fusus-149	32	35	satellite	satellite	NOUN
fusus-149	32	36	-	-	PUNCT
fusus-149	32	37	based	base	VERB
fusus-149	32	38	estimation	estimation	NOUN
fusus-149	32	39	of	of	ADP
fusus-149	32	40	ssi	ssi	PROPN
fusus-149	32	41	had	have	AUX
fusus-149	32	42	become	become	VERB
fusus-149	32	43	increasingly	increasingly	ADV
fusus-149	32	44	mature	mature	ADJ
fusus-149	32	45	,	,	PUNCT
fusus-149	32	46	and	and	CCONJ
fusus-149	32	47	many	many	ADJ
fusus-149	32	48	sensors	sensor	NOUN
fusus-149	32	49	have	have	AUX
fusus-149	32	50	been	be	AUX
fusus-149	32	51	employed	employ	VERB
fusus-149	32	52	.	.	PUNCT
fusus-149	33	1	in	in	ADP
fusus-149	33	2	addition	addition	NOUN
fusus-149	33	3	to	to	ADP
fusus-149	33	4	advances	advance	NOUN
fusus-149	33	5	in	in	ADP
fusus-149	33	6	sensors	sensor	NOUN
fusus-149	33	7	,	,	PUNCT
fusus-149	33	8	many	many	ADJ
fusus-149	33	9	more	more	ADV
fusus-149	33	10	sophisticated	sophisticated	ADJ
fusus-149	33	11	algorithms	algorithm	NOUN
fusus-149	33	12	have	have	AUX
fusus-149	33	13	been	be	AUX
fusus-149	33	14	developed	develop	VERB
fusus-149	33	15	that	that	PRON
fusus-149	33	16	take	take	VERB
fusus-149	33	17	into	into	ADP
fusus-149	33	18	account	account	NOUN
fusus-149	33	19	detailed	detail	VERB
fusus-149	33	20	radiative	radiative	ADJ
fusus-149	33	21	transfer	transfer	NOUN
fusus-149	33	22	processes	process	NOUN
fusus-149	33	23	.	.	PUNCT
fusus-149	34	1	by	by	ADP
fusus-149	34	2	these	these	DET
fusus-149	34	3	algorithms	algorithm	NOUN
fusus-149	34	4	,	,	PUNCT
fusus-149	34	5	multi	multi	ADJ
fusus-149	34	6	-	-	ADJ
fusus-149	34	7	channel	channel	ADJ
fusus-149	34	8	satellite	satellite	NOUN
fusus-149	34	9	observations	observation	NOUN
fusus-149	34	10	are	be	AUX
fusus-149	34	11	often	often	ADV
fusus-149	34	12	combined	combine	VERB
fusus-149	34	13	to	to	PART
fusus-149	34	14	quantitatively	quantitatively	ADV
fusus-149	34	15	determine	determine	VERB
fusus-149	34	16	the	the	DET
fusus-149	34	17	states	state	NOUN
fusus-149	34	18	of	of	ADP
fusus-149	34	19	the	the	DET
fusus-149	34	20	surface	surface	NOUN
fusus-149	34	21	and	and	CCONJ
fusus-149	34	22	atmosphere	atmosphere	NOUN
fusus-149	34	23	.	.	PUNCT
fusus-149	35	1	satellite	satellite	NOUN
fusus-149	35	2	data	datum	NOUN
fusus-149	35	3	from	from	ADP
fusus-149	35	4	several	several	ADJ
fusus-149	35	5	sources	source	NOUN
fusus-149	35	6	are	be	AUX
fusus-149	35	7	also	also	ADV
fusus-149	35	8	combined	combine	VERB
fusus-149	35	9	to	to	PART
fusus-149	35	10	compensate	compensate	VERB
fusus-149	35	11	for	for	ADP
fusus-149	35	12	gaps	gap	NOUN
fusus-149	35	13	[	[	X
fusus-149	35	14	3	3	NUM
fusus-149	35	15	-	-	SYM
fusus-149	35	16	8	8	NUM
fusus-149	35	17	]	]	PUNCT
fusus-149	35	18	.	.	PUNCT
fusus-149	36	1	the	the	DET
fusus-149	36	2	algorithms	algorithm	NOUN
fusus-149	36	3	to	to	PART
fusus-149	36	4	estimate	estimate	VERB
fusus-149	36	5	ssi	ssi	PROPN
fusus-149	36	6	from	from	ADP
fusus-149	36	7	satellite	satellite	NOUN
fusus-149	36	8	data	datum	NOUN
fusus-149	36	9	may	may	AUX
fusus-149	36	10	be	be	AUX
fusus-149	36	11	classified	classify	VERB
fusus-149	36	12	into	into	ADP
fusus-149	36	13	two	two	NUM
fusus-149	36	14	categories	category	NOUN
fusus-149	36	15	:	:	PUNCT
fusus-149	36	16	methods	method	NOUN
fusus-149	36	17	based	base	VERB
fusus-149	36	18	on	on	ADP
fusus-149	36	19	radiative	radiative	ADJ
fusus-149	36	20	transfer	transfer	NOUN
fusus-149	36	21	processes	process	NOUN
fusus-149	36	22	,	,	PUNCT
fusus-149	36	23	which	which	PRON
fusus-149	36	24	involve	involve	VERB
fusus-149	36	25	the	the	DET
fusus-149	36	26	acquisition	acquisition	NOUN
fusus-149	36	27	of	of	ADP
fusus-149	36	28	atmospheric	atmospheric	ADJ
fusus-149	36	29	spectral	spectral	ADJ
fusus-149	36	30	properties	property	NOUN
fusus-149	36	31	,	,	PUNCT
fusus-149	36	32	and	and	CCONJ
fusus-149	36	33	statistical	statistical	ADJ
fusus-149	36	34	methods	method	NOUN
fusus-149	36	35	that	that	PRON
fusus-149	36	36	depend	depend	VERB
fusus-149	36	37	on	on	ADP
fusus-149	36	38	the	the	DET
fusus-149	36	39	top	top	NOUN
fusus-149	36	40	of	of	ADP
fusus-149	36	41	atmosphere	atmosphere	NOUN
fusus-149	36	42	reflectance	reflectance	NOUN
fusus-149	36	43	observed	observe	VERB
fusus-149	36	44	by	by	ADP
fusus-149	36	45	satellites	satellite	NOUN
fusus-149	36	46	,	,	PUNCT
fusus-149	36	47	which	which	PRON
fusus-149	36	48	is	be	AUX
fusus-149	36	49	usually	usually	ADV
fusus-149	36	50	proportional	proportional	ADJ
fusus-149	36	51	to	to	ADP
fusus-149	36	52	the	the	DET
fusus-149	36	53	cloud	cloud	NOUN
fusus-149	36	54	transmission	transmission	NOUN
fusus-149	36	55	such	such	ADJ
fusus-149	36	56	as	as	ADP
fusus-149	36	57	heliosat	heliosat	PROPN
fusus-149	36	58	method	method	NOUN
fusus-149	36	59	[	[	X
fusus-149	36	60	9	9	NUM
fusus-149	36	61	-	-	SYM
fusus-149	36	62	11	11	NUM
fusus-149	36	63	]	]	PUNCT
fusus-149	36	64	and	and	CCONJ
fusus-149	36	65	perez	perez	PROPN
fusus-149	36	66	'	'	PART
fusus-149	36	67	method	method	NOUN
fusus-149	36	68	[	[	X
fusus-149	36	69	12	12	NUM
fusus-149	36	70	]	]	PUNCT
fusus-149	36	71	.	.	PUNCT
fusus-149	37	1	statistical	statistical	ADJ
fusus-149	37	2	methods	method	NOUN
fusus-149	37	3	are	be	AUX
fusus-149	37	4	more	more	ADV
fusus-149	37	5	frequently	frequently	ADV
fusus-149	37	6	used	use	VERB
fusus-149	37	7	to	to	PART
fusus-149	37	8	estimate	estimate	VERB
fusus-149	37	9	ssi	ssi	PROPN
fusus-149	37	10	on	on	ADP
fusus-149	37	11	longer	long	ADJ
fusus-149	37	12	timescales	timescale	NOUN
fusus-149	37	13	such	such	ADJ
fusus-149	37	14	as	as	ADP
fusus-149	37	15	daily	daily	ADJ
fusus-149	37	16	,	,	PUNCT
fusus-149	37	17	monthly	monthly	ADJ
fusus-149	37	18	,	,	PUNCT
fusus-149	37	19	or	or	CCONJ
fusus-149	37	20	yearly	yearly	ADV
fusus-149	37	21	.	.	PUNCT
fusus-149	38	1	in	in	ADP
fusus-149	38	2	general	general	ADJ
fusus-149	38	3	,	,	PUNCT
fusus-149	38	4	statistical	statistical	ADJ
fusus-149	38	5	methods	method	NOUN
fusus-149	38	6	have	have	VERB
fusus-149	38	7	good	good	ADJ
fusus-149	38	8	accuracy	accuracy	NOUN
fusus-149	38	9	due	due	ADP
fusus-149	38	10	to	to	ADP
fusus-149	38	11	their	their	PRON
fusus-149	38	12	tuning	tuning	NOUN
fusus-149	38	13	property	property	NOUN
fusus-149	38	14	.	.	PUNCT
fusus-149	39	1	to	to	ADP
fusus-149	39	2	date	date	NOUN
fusus-149	39	3	,	,	PUNCT
fusus-149	39	4	mature	mature	VERB
fusus-149	39	5	high	high	ADJ
fusus-149	39	6	-	-	PUNCT
fusus-149	39	7	resolution	resolution	NOUN
fusus-149	39	8	ssi	ssi	ADJ
fusus-149	39	9	datasets	dataset	NOUN
fusus-149	39	10	with	with	ADP
fusus-149	39	11	global	global	ADJ
fusus-149	39	12	coverage	coverage	NOUN
fusus-149	39	13	are	be	AUX
fusus-149	39	14	still	still	ADV
fusus-149	39	15	rare	rare	ADJ
fusus-149	39	16	except	except	SCONJ
fusus-149	39	17	for	for	ADP
fusus-149	39	18	specific	specific	ADJ
fusus-149	39	19	regions	region	NOUN
fusus-149	39	20	or	or	CCONJ
fusus-149	39	21	are	be	AUX
fusus-149	39	22	available	available	ADJ
fusus-149	39	23	on	on	ADP
fusus-149	39	24	the	the	DET
fusus-149	39	25	basis	basis	NOUN
fusus-149	39	26	of	of	ADP
fusus-149	39	27	one	one	NUM
fusus-149	39	28	specific	specific	ADJ
fusus-149	39	29	satellite	satellite	NOUN
fusus-149	39	30	like	like	ADP
fusus-149	39	31	the	the	DET
fusus-149	39	32	geostationary	geostationary	ADJ
fusus-149	39	33	operational	operational	PROPN
fusus-149	39	34	environmental	environmental	ADJ
fusus-149	39	35	satellite	satellite	NOUN
fusus-149	39	36	[	[	X
fusus-149	39	37	1316	1316	NUM
fusus-149	39	38	]	]	PUNCT
fusus-149	39	39	.	.	PUNCT
fusus-149	40	1	the	the	DET
fusus-149	40	2	accuracy	accuracy	NOUN
fusus-149	40	3	of	of	ADP
fusus-149	40	4	ssi	ssi	PROPN
fusus-149	40	5	substantially	substantially	ADV
fusus-149	40	6	improves	improve	VERB
fusus-149	40	7	as	as	ADP
fusus-149	40	8	the	the	DET
fusus-149	40	9	timescale	timescale	ADJ
fusus-149	40	10	increases	increase	NOUN
fusus-149	40	11	,	,	PUNCT
fusus-149	40	12	the	the	DET
fusus-149	40	13	accuracy	accuracy	NOUN
fusus-149	40	14	of	of	ADP
fusus-149	40	15	hourly	hourly	ADJ
fusus-149	40	16	ssi	ssi	PROPN
fusus-149	40	17	is	be	AUX
fusus-149	40	18	always	always	ADV
fusus-149	40	19	slightly	slightly	ADV
fusus-149	40	20	better	well	ADJ
fusus-149	40	21	than	than	ADP
fusus-149	40	22	of	of	ADP
fusus-149	40	23	instantaneous	instantaneous	ADJ
fusus-149	40	24	ssi	ssi	NOUN
fusus-149	40	25	,	,	PUNCT
fusus-149	40	26	and	and	CCONJ
fusus-149	40	27	the	the	DET
fusus-149	40	28	monthly	monthly	ADJ
fusus-149	40	29	ssi	ssi	NOUN
fusus-149	40	30	is	be	AUX
fusus-149	40	31	more	more	ADV
fusus-149	40	32	accurate	accurate	ADJ
fusus-149	40	33	than	than	ADP
fusus-149	40	34	daily	daily	ADJ
fusus-149	40	35	ssi	ssi	PROPN
fusus-149	40	36	when	when	SCONJ
fusus-149	40	37	compared	compare	VERB
fusus-149	40	38	with	with	ADP
fusus-149	40	39	ground	ground	NOUN
fusus-149	40	40	observations	observation	NOUN
fusus-149	40	41	.	.	PUNCT
fusus-149	41	1	also	also	ADV
fusus-149	41	2	,	,	PUNCT
fusus-149	41	3	the	the	DET
fusus-149	41	4	accuracy	accuracy	NOUN
fusus-149	41	5	of	of	ADP
fusus-149	41	6	ssi	ssi	PROPN
fusus-149	41	7	in	in	ADP
fusus-149	41	8	clear	clear	ADJ
fusus-149	41	9	-	-	PUNCT
fusus-149	41	10	sky	sky	NOUN
fusus-149	41	11	cases	case	NOUN
fusus-149	41	12	is	be	AUX
fusus-149	41	13	better	well	ADJ
fusus-149	41	14	than	than	ADP
fusus-149	41	15	cloudy	cloudy	ADJ
fusus-149	41	16	-	-	PUNCT
fusus-149	41	17	sky	sky	NOUN
fusus-149	41	18	cases	case	NOUN
fusus-149	41	19	.	.	PUNCT
fusus-149	42	1	moreover	moreover	ADV
fusus-149	42	2	,	,	PUNCT
fusus-149	42	3	there	there	PRON
fusus-149	42	4	are	be	VERB
fusus-149	42	5	a	a	DET
fusus-149	42	6	few	few	ADJ
fusus-149	42	7	commercial	commercial	ADJ
fusus-149	42	8	high	high	ADJ
fusus-149	42	9	-	-	PUNCT
fusus-149	42	10	resolution	resolution	NOUN
fusus-149	42	11	ssi	ssi	ADJ
fusus-149	42	12	datasets	dataset	NOUN
fusus-149	42	13	with	with	ADP
fusus-149	42	14	near	near	ADJ
fusus-149	42	15	-	-	PUNCT
fusus-149	42	16	global	global	ADJ
fusus-149	42	17	coverage	coverage	NOUN
fusus-149	42	18	.	.	PUNCT
fusus-149	43	1	for	for	ADP
fusus-149	43	2	example	example	NOUN
fusus-149	43	3	,	,	PUNCT
fusus-149	43	4	the	the	DET
fusus-149	43	5	solargis	solargis	PROPN
fusus-149	43	6	/	/	SYM
fusus-149	43	7	sgis	sgis	NOUN
fusus-149	43	8	(	(	PUNCT
fusus-149	43	9	https://solargis.com	https://solargis.com	PROPN
fusus-149	43	10	)	)	PUNCT
fusus-149	43	11	,	,	PUNCT
fusus-149	43	12	the	the	DET
fusus-149	43	13	suny	suny	PROPN
fusus-149	43	14	/	/	SYM
fusus-149	43	15	solaranywhere	solaranywhere	NOUN
fusus-149	43	16	(	(	PUNCT
fusus-149	43	17	https://data.solaranywhere.com	https://data.solaranywhere.com	NOUN
fusus-149	43	18	)	)	PUNCT
fusus-149	43	19	,	,	PUNCT
fusus-149	43	20	and	and	CCONJ
fusus-149	43	21	solcast	solcast	NOUN
fusus-149	43	22	(	(	PUNCT
fusus-149	43	23	http://solcast.com	http://solcast.com	X
fusus-149	43	24	)	)	PUNCT
fusus-149	43	25	.	.	PUNCT
fusus-149	44	1	these	these	DET
fusus-149	44	2	commercial	commercial	ADJ
fusus-149	44	3	datasets	dataset	NOUN
fusus-149	44	4	are	be	AUX
fusus-149	44	5	considered	consider	VERB
fusus-149	44	6	semi	semi	ADJ
fusus-149	44	7	-	-	ADJ
fusus-149	44	8	empirical	empirical	ADJ
fusus-149	44	9	algorithms	algorithm	NOUN
fusus-149	44	10	that	that	PRON
fusus-149	44	11	typically	typically	ADV
fusus-149	44	12	include	include	VERB
fusus-149	44	13	two	two	NUM
fusus-149	44	14	operational	operational	ADJ
fusus-149	44	15	models	model	NOUN
fusus-149	44	16	:	:	PUNCT
fusus-149	44	17	the	the	DET
fusus-149	44	18	clear	clear	ADJ
fusus-149	44	19	-	-	PUNCT
fusus-149	44	20	sky	sky	NOUN
fusus-149	44	21	and	and	CCONJ
fusus-149	44	22	cloud	cloud	ADJ
fusus-149	44	23	-	-	PUNCT
fusus-149	44	24	sky	sky	NOUN
fusus-149	44	25	models	model	NOUN
fusus-149	44	26	.	.	PUNCT
fusus-149	45	1	the	the	DET
fusus-149	45	2	early	early	ADJ
fusus-149	45	3	embodiment	embodiment	NOUN
fusus-149	45	4	of	of	ADP
fusus-149	45	5	semi	semi	ADJ
fusus-149	45	6	-	-	ADJ
fusus-149	45	7	empirical	empirical	ADJ
fusus-149	45	8	models	model	NOUN
fusus-149	45	9	is	be	AUX
fusus-149	45	10	referred	refer	VERB
fusus-149	45	11	to	to	ADP
fusus-149	45	12	as	as	ADP
fusus-149	45	13	the	the	DET
fusus-149	45	14	contribution	contribution	NOUN
fusus-149	45	15	of	of	ADP
fusus-149	45	16	cano	cano	PROPN
fusus-149	45	17	et	et	PROPN
fusus-149	45	18	al	al	PROPN
fusus-149	45	19	.	.	PUNCT
fusus-149	46	1	[	[	X
fusus-149	46	2	9	9	NUM
fusus-149	46	3	]	]	PUNCT
fusus-149	46	4	,	,	PUNCT
fusus-149	46	5	which	which	PRON
fusus-149	46	6	evolved	evolve	VERB
fusus-149	46	7	over	over	ADP
fusus-149	46	8	the	the	DET
fusus-149	46	9	years	year	NOUN
fusus-149	46	10	into	into	ADP
fusus-149	46	11	the	the	DET
fusus-149	46	12	heliosat	heliosat	PROPN
fusus-149	46	13	model	model	NOUN
fusus-149	46	14	series	series	PROPN
fusus-149	46	15	[	[	X
fusus-149	46	16	17	17	NUM
fusus-149	46	17	-	-	SYM
fusus-149	46	18	20	20	NUM
fusus-149	46	19	]	]	PUNCT
fusus-149	46	20	.	.	PUNCT
fusus-149	47	1	these	these	DET
fusus-149	47	2	commercial	commercial	ADJ
fusus-149	47	3	datasets	dataset	NOUN
fusus-149	47	4	follow	follow	VERB
fusus-149	47	5	the	the	DET
fusus-149	47	6	same	same	ADJ
fusus-149	47	7	principle	principle	NOUN
fusus-149	47	8	but	but	CCONJ
fusus-149	47	9	differ	differ	VERB
fusus-149	47	10	in	in	ADP
fusus-149	47	11	the	the	DET
fusus-149	47	12	source	source	NOUN
fusus-149	47	13	of	of	ADP
fusus-149	47	14	data	datum	NOUN
fusus-149	47	15	and	and	CCONJ
fusus-149	47	16	in	in	ADP
fusus-149	47	17	the	the	DET
fusus-149	47	18	fine	fine	ADJ
fusus-149	47	19	details	detail	NOUN
fusus-149	47	20	of	of	ADP
fusus-149	47	21	operation	operation	NOUN
fusus-149	47	22	models	model	NOUN
fusus-149	47	23	,	,	PUNCT
fusus-149	47	24	so	so	SCONJ
fusus-149	47	25	a	a	DET
fusus-149	47	26	difference	difference	NOUN
fusus-149	47	27	in	in	ADP
fusus-149	47	28	the	the	DET
fusus-149	47	29	accuracy	accuracy	NOUN
fusus-149	47	30	of	of	ADP
fusus-149	47	31	output	output	NOUN
fusus-149	47	32	data	datum	NOUN
fusus-149	47	33	is	be	AUX
fusus-149	47	34	expected	expect	VERB
fusus-149	47	35	.	.	PUNCT
fusus-149	48	1	for	for	ADP
fusus-149	48	2	more	more	ADJ
fusus-149	48	3	details	detail	NOUN
fusus-149	48	4	about	about	ADP
fusus-149	48	5	these	these	DET
fusus-149	48	6	commercial	commercial	ADJ
fusus-149	48	7	datasets	dataset	NOUN
fusus-149	48	8	[	[	X
fusus-149	48	9	8	8	NUM
fusus-149	48	10	,	,	PUNCT
fusus-149	48	11	21	21	NUM
fusus-149	48	12	]	]	PUNCT
fusus-149	48	13	.	.	PUNCT
fusus-149	49	1	3	3	X
fusus-149	49	2	.	.	X
fusus-149	49	3	validation	validation	NOUN
fusus-149	49	4	methodology	methodology	NOUN
fusus-149	49	5	for	for	ADP
fusus-149	49	6	the	the	DET
fusus-149	49	7	purpose	purpose	NOUN
fusus-149	49	8	of	of	ADP
fusus-149	49	9	assessing	assess	VERB
fusus-149	49	10	the	the	DET
fusus-149	49	11	risk	risk	NOUN
fusus-149	49	12	of	of	ADP
fusus-149	49	13	solar	solar	ADJ
fusus-149	49	14	-	-	PUNCT
fusus-149	49	15	resource	resource	NOUN
fusus-149	49	16	to	to	PART
fusus-149	49	17	support	support	VERB
fusus-149	49	18	the	the	DET
fusus-149	49	19	project	project	NOUN
fusus-149	49	20	due	due	ADJ
fusus-149	49	21	diligence	diligence	NOUN
fusus-149	49	22	and	and	CCONJ
fusus-149	49	23	financing	financing	NOUN
fusus-149	49	24	,	,	PUNCT
fusus-149	49	25	the	the	DET
fusus-149	49	26	most	most	ADV
fusus-149	49	27	critical	critical	ADJ
fusus-149	49	28	consideration	consideration	NOUN
fusus-149	49	29	is	be	AUX
fusus-149	49	30	the	the	DET
fusus-149	49	31	total	total	ADJ
fusus-149	49	32	annual	annual	ADJ
fusus-149	49	33	solar	solar	ADJ
fusus-149	49	34	energy	energy	NOUN
fusus-149	49	35	available	available	ADJ
fusus-149	49	36	in	in	ADP
fusus-149	49	37	the	the	DET
fusus-149	49	38	location	location	NOUN
fusus-149	49	39	,	,	PUNCT
fusus-149	49	40	which	which	PRON
fusus-149	49	41	is	be	AUX
fusus-149	49	42	typically	typically	ADV
fusus-149	49	43	characterized	characterize	VERB
fusus-149	49	44	as	as	ADP
fusus-149	49	45	total	total	ADJ
fusus-149	49	46	insolation	insolation	NOUN
fusus-149	49	47	(	(	PUNCT
fusus-149	49	48	kwh	kwh	PROPN
fusus-149	49	49	/	/	SYM
fusus-149	49	50	m2	m2	PROPN
fusus-149	49	51	)	)	PUNCT
fusus-149	49	52	or	or	CCONJ
fusus-149	49	53	as	as	ADP
fusus-149	49	54	daily	daily	ADJ
fusus-149	49	55	average	average	ADJ
fusus-149	49	56	(	(	PUNCT
fusus-149	49	57	kwh	kwh	PROPN
fusus-149	49	58	/	/	SYM
fusus-149	49	59	m2	m2	PROPN
fusus-149	49	60	/	/	SYM
fusus-149	49	61	day	day	NOUN
fusus-149	49	62	)	)	PUNCT
fusus-149	50	1	[	[	X
fusus-149	50	2	21	21	NUM
fusus-149	50	3	]	]	PUNCT
fusus-149	50	4	.	.	PUNCT
fusus-149	51	1	the	the	DET
fusus-149	51	2	type	type	NOUN
fusus-149	51	3	of	of	ADP
fusus-149	51	4	solar	solar	ADJ
fusus-149	51	5	irradiance	irradiance	NOUN
fusus-149	51	6	to	to	PART
fusus-149	51	7	be	be	AUX
fusus-149	51	8	estimated	estimate	VERB
fusus-149	51	9	depends	depend	VERB
fusus-149	51	10	on	on	ADP
fusus-149	51	11	the	the	DET
fusus-149	51	12	technology	technology	NOUN
fusus-149	51	13	used	use	VERB
fusus-149	51	14	for	for	ADP
fusus-149	51	15	energy	energy	NOUN
fusus-149	51	16	production	production	NOUN
fusus-149	51	17	.	.	PUNCT
fusus-149	52	1	for	for	ADP
fusus-149	52	2	concentrating	concentrate	VERB
fusus-149	52	3	solar	solar	ADJ
fusus-149	52	4	power	power	NOUN
fusus-149	52	5	systems	system	NOUN
fusus-149	52	6	(	(	PUNCT
fusus-149	52	7	csp	csp	PROPN
fusus-149	52	8	)	)	PUNCT
fusus-149	52	9	or	or	CCONJ
fusus-149	52	10	concentrating	concentrate	VERB
fusus-149	52	11	photovoltaic	photovoltaic	NOUN
fusus-149	52	12	(	(	PUNCT
fusus-149	52	13	cpv	cpv	PROPN
fusus-149	52	14	)	)	PUNCT
fusus-149	52	15	,	,	PUNCT
fusus-149	52	16	the	the	DET
fusus-149	52	17	direct	direct	ADJ
fusus-149	52	18	normal	normal	ADJ
fusus-149	52	19	irradiance	irradiance	NOUN
fusus-149	52	20	(	(	PUNCT
fusus-149	52	21	dni	dni	NOUN
fusus-149	52	22	)	)	PUNCT
fusus-149	52	23	must	must	AUX
fusus-149	52	24	be	be	AUX
fusus-149	52	25	estimated	estimate	VERB
fusus-149	52	26	,	,	PUNCT
fusus-149	52	27	while	while	SCONJ
fusus-149	52	28	for	for	ADP
fusus-149	52	29	the	the	DET
fusus-149	52	30	non	non	ADJ
fusus-149	52	31	-	-	ADJ
fusus-149	52	32	concentrating	concentrate	VERB
fusus-149	52	33	systems	system	NOUN
fusus-149	52	34	(	(	PUNCT
fusus-149	52	35	pv	pv	NOUN
fusus-149	52	36	)	)	PUNCT
fusus-149	52	37	,	,	PUNCT
fusus-149	52	38	primarily	primarily	ADV
fusus-149	52	39	global	global	ADJ
fusus-149	52	40	horizontal	horizontal	ADJ
fusus-149	52	41	irradiance	irradiance	NOUN
fusus-149	52	42	(	(	PUNCT
fusus-149	52	43	ghi	ghi	PROPN
fusus-149	52	44	)	)	PUNCT
fusus-149	52	45	must	must	AUX
fusus-149	52	46	be	be	AUX
fusus-149	52	47	estimated	estimate	VERB
fusus-149	52	48	[	[	X
fusus-149	52	49	21	21	NUM
fusus-149	52	50	]	]	PUNCT
fusus-149	52	51	.	.	PUNCT
fusus-149	53	1	so	so	ADV
fusus-149	53	2	,	,	PUNCT
fusus-149	53	3	in	in	ADP
fusus-149	53	4	this	this	DET
fusus-149	53	5	study	study	NOUN
fusus-149	53	6	,	,	PUNCT
fusus-149	53	7	the	the	DET
fusus-149	53	8	historical	historical	ADJ
fusus-149	53	9	dataset	dataset	NOUN
fusus-149	53	10	of	of	ADP
fusus-149	53	11	(	(	PUNCT
fusus-149	53	12	ghi	ghi	PROPN
fusus-149	53	13	&	&	CCONJ
fusus-149	53	14	dni	dni	PROPN
fusus-149	53	15	)	)	PUNCT
fusus-149	53	16	will	will	AUX
fusus-149	53	17	only	only	ADV
fusus-149	53	18	be	be	AUX
fusus-149	53	19	validated	validate	VERB
fusus-149	53	20	on	on	ADP
fusus-149	53	21	a	a	DET
fusus-149	53	22	monthly	monthly	ADJ
fusus-149	53	23	basis	basis	NOUN
fusus-149	53	24	as	as	ADP
fusus-149	53	25	daily	daily	ADJ
fusus-149	53	26	-	-	PUNCT
fusus-149	53	27	average	average	ADJ
fusus-149	53	28	irradiation	irradiation	NOUN
fusus-149	53	29	(	(	PUNCT
fusus-149	53	30	kwh	kwh	PROPN
fusus-149	53	31	/	/	SYM
fusus-149	53	32	m2	m2	PROPN
fusus-149	53	33	/	/	SYM
fusus-149	53	34	day	day	NOUN
fusus-149	53	35	)	)	PUNCT
fusus-149	53	36	.	.	PUNCT
fusus-149	54	1	for	for	ADP
fusus-149	54	2	this	this	DET
fusus-149	54	3	purpose	purpose	NOUN
fusus-149	54	4	,	,	PUNCT
fusus-149	54	5	the	the	DET
fusus-149	54	6	historical	historical	ADJ
fusus-149	54	7	solar	solar	ADJ
fusus-149	54	8	datasets	dataset	NOUN
fusus-149	54	9	of	of	ADP
fusus-149	54	10	three	three	NUM
fusus-149	54	11	commercial	commercial	ADJ
fusus-149	54	12	models	model	NOUN
fusus-149	54	13	(	(	PUNCT
fusus-149	54	14	solargis	solargis	PROPN
fusus-149	54	15	,	,	PUNCT
fusus-149	54	16	suny	suny	PROPN
fusus-149	54	17	,	,	PUNCT
fusus-149	54	18	and	and	CCONJ
fusus-149	54	19	solcast	solcast	NOUN
fusus-149	54	20	)	)	PUNCT
fusus-149	54	21	have	have	AUX
fusus-149	54	22	been	be	AUX
fusus-149	54	23	selected	select	VERB
fusus-149	54	24	to	to	PART
fusus-149	54	25	be	be	AUX
fusus-149	54	26	validated	validate	VERB
fusus-149	54	27	with	with	ADP
fusus-149	54	28	historical	historical	ADJ
fusus-149	54	29	datasets	dataset	NOUN
fusus-149	54	30	of	of	ADP
fusus-149	54	31	six	six	NUM
fusus-149	54	32	ground	ground	NOUN
fusus-149	54	33	observation	observation	NOUN
fusus-149	54	34	stations	station	NOUN
fusus-149	54	35	.	.	PUNCT
fusus-149	55	1	these	these	DET
fusus-149	55	2	stations	station	NOUN
fusus-149	55	3	cover	cover	VERB
fusus-149	55	4	several	several	ADJ
fusus-149	55	5	distinct	distinct	ADJ
fusus-149	55	6	climatic	climatic	ADJ
fusus-149	55	7	environments	environment	NOUN
fusus-149	55	8	ranging	range	VERB
fusus-149	55	9	from	from	ADP
fusus-149	55	10	arid	arid	PROPN
fusus-149	55	11	(	(	PUNCT
fusus-149	55	12	buraydah	buraydah	NOUN
fusus-149	55	13	)	)	PUNCT
fusus-149	55	14	in	in	ADP
fusus-149	55	15	the	the	DET
fusus-149	55	16	middle	middle	NOUN
fusus-149	55	17	to	to	ADP
fusus-149	55	18	humid	humid	NOUN
fusus-149	55	19	(	(	PUNCT
fusus-149	55	20	jeddah	jeddah	PROPN
fusus-149	55	21	)	)	PUNCT
fusus-149	55	22	on	on	ADP
fusus-149	55	23	the	the	DET
fusus-149	55	24	west	west	PROPN
fusus-149	55	25	coast	coast	PROPN
fusus-149	55	26	and	and	CCONJ
fusus-149	55	27	(	(	PUNCT
fusus-149	55	28	dhahran	dhahran	NOUN
fusus-149	55	29	)	)	PUNCT
fusus-149	55	30	on	on	ADP
fusus-149	55	31	the	the	DET
fusus-149	55	32	east	east	PROPN
fusus-149	55	33	coast	coast	NOUN
fusus-149	55	34	to	to	ADP
fusus-149	55	35	cold	cold	ADJ
fusus-149	55	36	(	(	PUNCT
fusus-149	55	37	tabuk	tabuk	NOUN
fusus-149	55	38	)	)	PUNCT
fusus-149	55	39	in	in	ADP
fusus-149	55	40	the	the	DET
fusus-149	55	41	northern	northern	ADJ
fusus-149	55	42	,	,	PUNCT
fusus-149	55	43	to	to	ADP
fusus-149	55	44	warm	warm	ADJ
fusus-149	55	45	(	(	PUNCT
fusus-149	55	46	najran	najran	NOUN
fusus-149	55	47	)	)	PUNCT
fusus-149	55	48	in	in	ADP
fusus-149	55	49	the	the	DET
fusus-149	55	50	southern	southern	ADJ
fusus-149	55	51	to	to	PART
fusus-149	55	52	(	(	PUNCT
fusus-149	55	53	taif	taif	PROPN
fusus-149	55	54	)	)	PUNCT
fusus-149	55	55	in	in	ADP
fusus-149	55	56	top	top	NOUN
fusus-149	55	57	of	of	ADP
fusus-149	55	58	mountains	mountain	NOUN
fusus-149	55	59	.	.	PUNCT
fusus-149	56	1	the	the	DET
fusus-149	56	2	validation	validation	NOUN
fusus-149	56	3	period	period	NOUN
fusus-149	56	4	spans	span	VERB
fusus-149	56	5	about	about	ADV
fusus-149	56	6	five	five	NUM
fusus-149	56	7	years	year	NOUN
fusus-149	56	8	,	,	PUNCT
fusus-149	56	9	from	from	ADP
fusus-149	56	10	june	june	PROPN
fusus-149	56	11	1	1	NUM
fusus-149	56	12	,	,	PUNCT
fusus-149	56	13	2013	2013	NUM
fusus-149	56	14	,	,	PUNCT
fusus-149	56	15	to	to	ADP
fusus-149	56	16	august	august	PROPN
fusus-149	56	17	1	1	NUM
fusus-149	56	18	,	,	PUNCT
fusus-149	56	19	2018	2018	NUM
fusus-149	56	20	.	.	PUNCT
fusus-149	57	1	table	table	NOUN
fusus-149	57	2	1	1	NUM
fusus-149	57	3	illustrates	illustrate	VERB
fusus-149	57	4	the	the	DET
fusus-149	57	5	characteristics	characteristic	NOUN
fusus-149	57	6	of	of	ADP
fusus-149	57	7	the	the	DET
fusus-149	57	8	observation	observation	NOUN
fusus-149	57	9	stations	station	NOUN
fusus-149	57	10	,	,	PUNCT
fusus-149	57	11	and	and	CCONJ
fusus-149	57	12	figure	figure	VERB
fusus-149	57	13	1	1	NUM
fusus-149	57	14	shows	show	VERB
fusus-149	57	15	their	their	PRON
fusus-149	57	16	locations	location	NOUN
fusus-149	57	17	.	.	PUNCT
fusus-149	58	1	figure	figure	NOUN
fusus-149	58	2	1	1	NUM
fusus-149	58	3	.	.	PUNCT
fusus-149	59	1	locations	location	NOUN
fusus-149	59	2	of	of	ADP
fusus-149	59	3	selected	select	VERB
fusus-149	59	4	observation	observation	NOUN
fusus-149	59	5	stations	station	NOUN
fusus-149	59	6	a.	a.	PROPN
fusus-149	59	7	f.	f.	PROPN
fusus-149	59	8	almarshoud	almarshoud	PROPN
fusus-149	59	9	/future	/future	NOUN
fusus-149	59	10	sustainability	sustainability	NOUN
fusus-149	59	11	may	may	AUX
fusus-149	59	12	2024|	2024|	NUM
fusus-149	59	13	volume	volume	VERB
fusus-149	59	14	02	02	NUM
fusus-149	59	15	|	|	NOUN
fusus-149	59	16	issue	issue	NOUN
fusus-149	59	17	02	02	NUM
fusus-149	60	1	|	|	NOUN
fusus-149	60	2	pages	page	NOUN
fusus-149	60	3	01	01	NUM
fusus-149	60	4	-	-	SYM
fusus-149	60	5	07	07	NUM
fusus-149	60	6	3	3	NUM
fusus-149	60	7	table	table	NOUN
fusus-149	60	8	1	1	NUM
fusus-149	60	9	.	.	PUNCT
fusus-149	61	1	characteristics	characteristic	NOUN
fusus-149	61	2	of	of	ADP
fusus-149	61	3	selected	select	VERB
fusus-149	61	4	observation	observation	NOUN
fusus-149	61	5	locations	location	NOUN
fusus-149	61	6	location	location	NOUN
fusus-149	61	7	latitude	latitude	NOUN
fusus-149	61	8	longitude	longitude	PROPN
fusus-149	61	9	elevation	elevation	PROPN
fusus-149	61	10	avg	avg	PROPN
fusus-149	61	11	.	.	PUNCT
fusus-149	61	12	temp	temp	PROPN
fusus-149	61	13	.	.	PUNCT
fusus-149	62	1	o	o	X
fusus-149	62	2	c	c	PROPN
fusus-149	62	3	annual	annual	PROPN
fusus-149	62	4	ghi	ghi	PROPN
fusus-149	62	5	kwh	kwh	PROPN
fusus-149	62	6	/	/	SYM
fusus-149	62	7	m2	m2	PROPN
fusus-149	62	8	annual	annual	ADJ
fusus-149	62	9	dni	dni	PROPN
fusus-149	62	10	kwh	kwh	PROPN
fusus-149	62	11	/	/	SYM
fusus-149	62	12	m2	m2	PROPN
fusus-149	62	13	tabuk	tabuk	PROPN
fusus-149	62	14	28.38	28.38	NUM
fusus-149	62	15	o	o	NOUN
fusus-149	62	16	n	n	ADP
fusus-149	62	17	36.48	36.48	NUM
fusus-149	62	18	o	o	NOUN
fusus-149	62	19	e	e	ADP
fusus-149	62	20	781	781	NUM
fusus-149	62	21	m	m	NUM
fusus-149	62	22	23	23	NUM
fusus-149	62	23	2285	2285	NUM
fusus-149	62	24	2617	2617	NUM
fusus-149	62	25	jeddah	jeddah	PROPN
fusus-149	62	26	21.49	21.49	NUM
fusus-149	62	27	o	o	NOUN
fusus-149	62	28	n	n	ADP
fusus-149	62	29	39.24	39.24	NUM
fusus-149	62	30	o	o	NOUN
fusus-149	62	31	e	e	NOUN
fusus-149	62	32	76	76	NUM
fusus-149	62	33	m	m	VERB
fusus-149	62	34	30.7	30.7	NUM
fusus-149	62	35	2117	2117	NUM
fusus-149	62	36	1774	1774	NUM
fusus-149	62	37	taif	taif	NOUN
fusus-149	62	38	21.43	21.43	NUM
fusus-149	62	39	o	o	NOUN
fusus-149	62	40	n	n	CCONJ
fusus-149	62	41	40.49	40.49	NUM
fusus-149	62	42	o	o	NOUN
fusus-149	62	43	e	e	X
fusus-149	62	44	1518	1518	NUM
fusus-149	62	45	m	m	PROPN
fusus-149	62	46	23.7	23.7	NUM
fusus-149	62	47	2310	2310	NUM
fusus-149	62	48	2288	2288	NUM
fusus-149	62	49	najran	najran	NOUN
fusus-149	62	50	17.63	17.63	NUM
fusus-149	62	51	o	o	NOUN
fusus-149	62	52	n	n	ADP
fusus-149	62	53	44.54	44.54	NUM
fusus-149	62	54	o	o	NOUN
fusus-149	62	55	e	e	X
fusus-149	62	56	1187	1187	NUM
fusus-149	62	57	m	m	PROPN
fusus-149	62	58	26.7	26.7	NUM
fusus-149	62	59	2449	2449	NUM
fusus-149	62	60	2263	2263	NUM
fusus-149	62	61	buraydah	buraydah	NOUN
fusus-149	62	62	26.34	26.34	NUM
fusus-149	62	63	o	o	NOUN
fusus-149	62	64	n	n	ADP
fusus-149	62	65	43.76	43.76	NUM
fusus-149	62	66	o	o	NOUN
fusus-149	62	67	e	e	NOUN
fusus-149	62	68	688	688	NUM
fusus-149	62	69	m	m	NUM
fusus-149	62	70	26.5	26.5	NUM
fusus-149	62	71	2219	2219	NUM
fusus-149	62	72	2055	2055	NUM
fusus-149	62	73	dhahran	dhahran	VERB
fusus-149	62	74	26.30	26.30	NUM
fusus-149	62	75	o	o	NOUN
fusus-149	62	76	n	n	ADP
fusus-149	62	77	50.14	50.14	NUM
fusus-149	62	78	o	o	NOUN
fusus-149	62	79	e	e	X
fusus-149	62	80	75	75	NUM
fusus-149	62	81	m	m	NOUN
fusus-149	62	82	27.9	27.9	NUM
fusus-149	62	83	2037	2037	NUM
fusus-149	62	84	1847	1847	NUM
fusus-149	62	85	4	4	NUM
fusus-149	62	86	.	.	PUNCT
fusus-149	62	87	validation	validation	NOUN
fusus-149	62	88	metrics	metric	NOUN
fusus-149	62	89	various	various	ADJ
fusus-149	62	90	metrics	metric	NOUN
fusus-149	62	91	have	have	AUX
fusus-149	62	92	been	be	AUX
fusus-149	62	93	proposed	propose	VERB
fusus-149	62	94	in	in	ADP
fusus-149	62	95	the	the	DET
fusus-149	62	96	literature	literature	NOUN
fusus-149	62	97	to	to	PART
fusus-149	62	98	quantify	quantify	VERB
fusus-149	62	99	the	the	DET
fusus-149	62	100	accuracy	accuracy	NOUN
fusus-149	62	101	of	of	ADP
fusus-149	62	102	solar	solar	ADJ
fusus-149	62	103	irradiance	irradiance	NOUN
fusus-149	62	104	forecasts	forecast	NOUN
fusus-149	62	105	.	.	PUNCT
fusus-149	63	1	overall	overall	ADJ
fusus-149	63	2	bias	bias	NOUN
fusus-149	63	3	and	and	CCONJ
fusus-149	63	4	dispersion	dispersion	NOUN
fusus-149	63	5	are	be	AUX
fusus-149	63	6	the	the	DET
fusus-149	63	7	criteria	criterion	NOUN
fusus-149	63	8	that	that	PRON
fusus-149	63	9	have	have	AUX
fusus-149	63	10	been	be	AUX
fusus-149	63	11	used	use	VERB
fusus-149	63	12	to	to	PART
fusus-149	63	13	gauge	gauge	VERB
fusus-149	63	14	the	the	DET
fusus-149	63	15	accuracy	accuracy	NOUN
fusus-149	63	16	of	of	ADP
fusus-149	63	17	solar	solar	ADJ
fusus-149	63	18	irradiance	irradiance	NOUN
fusus-149	63	19	models	model	NOUN
fusus-149	63	20	.	.	PUNCT
fusus-149	64	1	the	the	DET
fusus-149	64	2	metrics	metric	NOUN
fusus-149	64	3	recommended	recommend	VERB
fusus-149	64	4	to	to	PART
fusus-149	64	5	quantify	quantify	VERB
fusus-149	64	6	these	these	DET
fusus-149	64	7	criteria	criterion	NOUN
fusus-149	64	8	are	be	AUX
fusus-149	64	9	the	the	DET
fusus-149	64	10	mean	mean	ADJ
fusus-149	64	11	bias	bias	NOUN
fusus-149	64	12	error	error	NOUN
fusus-149	64	13	(	(	PUNCT
fusus-149	64	14	mbe	mbe	PROPN
fusus-149	64	15	)	)	PUNCT
fusus-149	64	16	and	and	CCONJ
fusus-149	64	17	its	its	PRON
fusus-149	64	18	relative	relative	ADJ
fusus-149	64	19	(	(	PUNCT
fusus-149	64	20	rmbe	rmbe	ADJ
fusus-149	64	21	)	)	PUNCT
fusus-149	64	22	for	for	ADP
fusus-149	64	23	quantifying	quantify	VERB
fusus-149	64	24	the	the	DET
fusus-149	64	25	overall	overall	ADJ
fusus-149	64	26	bias	bias	NOUN
fusus-149	64	27	,	,	PUNCT
fusus-149	64	28	and	and	CCONJ
fusus-149	64	29	the	the	DET
fusus-149	64	30	root	root	NOUN
fusus-149	64	31	mean	mean	VERB
fusus-149	64	32	square	square	ADJ
fusus-149	64	33	error	error	NOUN
fusus-149	64	34	(	(	PUNCT
fusus-149	64	35	rmse	rmse	NOUN
fusus-149	64	36	)	)	PUNCT
fusus-149	64	37	and	and	CCONJ
fusus-149	64	38	the	the	DET
fusus-149	64	39	mean	mean	ADJ
fusus-149	64	40	absolute	absolute	ADJ
fusus-149	64	41	error	error	NOUN
fusus-149	64	42	(	(	PUNCT
fusus-149	64	43	mae	mae	PROPN
fusus-149	64	44	)	)	PUNCT
fusus-149	64	45	for	for	ADP
fusus-149	64	46	quantifying	quantify	VERB
fusus-149	64	47	the	the	DET
fusus-149	64	48	dispersion	dispersion	NOUN
fusus-149	64	49	[	[	X
fusus-149	64	50	22	22	NUM
fusus-149	64	51	,	,	PUNCT
fusus-149	64	52	23	23	NUM
fusus-149	64	53	]	]	PUNCT
fusus-149	64	54	.	.	PUNCT
fusus-149	65	1	many	many	ADJ
fusus-149	65	2	researchers	researcher	NOUN
fusus-149	65	3	prefer	prefer	VERB
fusus-149	65	4	the	the	DET
fusus-149	65	5	mean	mean	ADJ
fusus-149	65	6	absolute	absolute	ADJ
fusus-149	65	7	error	error	NOUN
fusus-149	65	8	(	(	PUNCT
fusus-149	65	9	mae	mae	PROPN
fusus-149	65	10	)	)	PUNCT
fusus-149	65	11	over	over	ADP
fusus-149	65	12	the	the	DET
fusus-149	65	13	rmse	rmse	NOUN
fusus-149	65	14	as	as	ADP
fusus-149	65	15	a	a	DET
fusus-149	65	16	measure	measure	NOUN
fusus-149	65	17	of	of	ADP
fusus-149	65	18	dispersion	dispersion	NOUN
fusus-149	65	19	because	because	SCONJ
fusus-149	65	20	it	it	PRON
fusus-149	65	21	is	be	AUX
fusus-149	65	22	less	less	ADV
fusus-149	65	23	sensitive	sensitive	ADJ
fusus-149	65	24	to	to	ADP
fusus-149	65	25	distant	distant	ADJ
fusus-149	65	26	outliers	outlier	NOUN
fusus-149	65	27	and	and	CCONJ
fusus-149	65	28	less	less	ADJ
fusus-149	65	29	subject	subject	ADJ
fusus-149	65	30	to	to	ADP
fusus-149	65	31	interpretation	interpretation	NOUN
fusus-149	65	32	when	when	SCONJ
fusus-149	65	33	expressed	express	VERB
fusus-149	65	34	as	as	ADP
fusus-149	65	35	a	a	DET
fusus-149	65	36	percentage	percentage	NOUN
fusus-149	65	37	[	[	X
fusus-149	65	38	21	21	NUM
fusus-149	65	39	,	,	PUNCT
fusus-149	65	40	24	24	NUM
fusus-149	65	41	]	]	PUNCT
fusus-149	65	42	.	.	PUNCT
fusus-149	66	1	so	so	ADV
fusus-149	66	2	,	,	PUNCT
fusus-149	66	3	in	in	ADP
fusus-149	66	4	this	this	DET
fusus-149	66	5	study	study	NOUN
fusus-149	66	6	,	,	PUNCT
fusus-149	66	7	the	the	DET
fusus-149	66	8	two	two	NUM
fusus-149	66	9	error	error	NOUN
fusus-149	66	10	metrics	metric	NOUN
fusus-149	66	11	(	(	PUNCT
fusus-149	66	12	mae	mae	PROPN
fusus-149	66	13	&	&	CCONJ
fusus-149	66	14	rmbe	rmbe	PROPN
fusus-149	66	15	)	)	PUNCT
fusus-149	66	16	have	have	AUX
fusus-149	66	17	been	be	AUX
fusus-149	66	18	selected	select	VERB
fusus-149	66	19	for	for	ADP
fusus-149	66	20	the	the	DET
fusus-149	66	21	validation	validation	NOUN
fusus-149	66	22	process	process	NOUN
fusus-149	66	23	and	and	CCONJ
fusus-149	66	24	defined	define	VERB
fusus-149	66	25	as	as	ADP
fusus-149	66	26	[	[	X
fusus-149	66	27	25	25	NUM
fusus-149	66	28	]	]	X
fusus-149	66	29	:	:	PUNCT
fusus-149	66	30	𝑀𝐴𝐸	𝑀𝐴𝐸	NOUN
fusus-149	66	31	=	=	SYM
fusus-149	66	32	1	1	NUM
fusus-149	66	33	𝑁	𝑁	PROPN
fusus-149	66	34	∑	∑	PUNCT
fusus-149	66	35	|	|	PROPN
fusus-149	66	36	�	�	PROPN
fusus-149	66	37	̂	̂	NOUN
fusus-149	66	38	�	�	NOUN
fusus-149	66	39	𝑡	𝑡	PART
fusus-149	66	40	−	−	NOUN
fusus-149	66	41	𝑦𝑡|𝑁	𝑦𝑡|𝑁	NOUN
fusus-149	66	42	𝑡=1	𝑡=1	PUNCT
fusus-149	66	43	(	(	PUNCT
fusus-149	66	44	1	1	X
fusus-149	66	45	)	)	PUNCT
fusus-149	66	46	𝑀𝐵𝐸	𝑀𝐵𝐸	NOUN
fusus-149	66	47	=	=	SYM
fusus-149	66	48	1	1	NUM
fusus-149	66	49	𝑁	𝑁	PROPN
fusus-149	66	50	∑	∑	PUNCT
fusus-149	66	51	�	�	PROPN
fusus-149	66	52	̂	̂	NOUN
fusus-149	66	53	�	�	NOUN
fusus-149	66	54	𝑡	𝑡	PART
fusus-149	66	55	−	−	NOUN
fusus-149	66	56	𝑦𝑡	𝑦𝑡	NOUN
fusus-149	66	57	𝑁	𝑁	PROPN
fusus-149	66	58	𝑡=1	𝑡=1	PROPN
fusus-149	66	59	(	(	PUNCT
fusus-149	66	60	2	2	NUM
fusus-149	66	61	)	)	PUNCT
fusus-149	66	62	where	where	SCONJ
fusus-149	66	63	�	�	PROPN
fusus-149	66	64	̂	̂	SYM
fusus-149	66	65	�	�	NOUN
fusus-149	66	66	𝑡	𝑡	PROPN
fusus-149	66	67	and	and	CCONJ
fusus-149	66	68	𝑦𝑡	𝑦𝑡	PROPN
fusus-149	66	69	are	be	AUX
fusus-149	66	70	predictions	prediction	NOUN
fusus-149	66	71	and	and	CCONJ
fusus-149	66	72	observations	observation	NOUN
fusus-149	66	73	at	at	ADP
fusus-149	66	74	time	time	NOUN
fusus-149	66	75	step	step	PROPN
fusus-149	66	76	t	t	PROPN
fusus-149	66	77	,	,	PUNCT
fusus-149	66	78	respectively	respectively	ADV
fusus-149	66	79	,	,	PUNCT
fusus-149	66	80	and	and	CCONJ
fusus-149	66	81	n	n	PRON
fusus-149	66	82	is	be	AUX
fusus-149	66	83	the	the	DET
fusus-149	66	84	total	total	ADJ
fusus-149	66	85	number	number	NOUN
fusus-149	66	86	of	of	ADP
fusus-149	66	87	samples	sample	NOUN
fusus-149	66	88	.	.	PUNCT
fusus-149	67	1	then	then	ADV
fusus-149	67	2	,	,	PUNCT
fusus-149	67	3	𝑟𝑀𝐵𝐸	𝑟𝑀𝐵𝐸	X
fusus-149	67	4	=	=	SYM
fusus-149	67	5	100	100	NUM
fusus-149	67	6	𝑀𝐵𝐸	𝑀𝐵𝐸	PROPN
fusus-149	67	7	�	�	NOUN
fusus-149	67	8	̅	̅	NOUN
fusus-149	67	9	�	�	NOUN
fusus-149	67	10	(	(	PUNCT
fusus-149	67	11	3	3	NUM
fusus-149	67	12	)	)	PUNCT
fusus-149	67	13	where	where	SCONJ
fusus-149	67	14	mbe	mbe	PROPN
fusus-149	67	15	is	be	AUX
fusus-149	67	16	normalized	normalize	VERB
fusus-149	67	17	by	by	ADP
fusus-149	67	18	the	the	DET
fusus-149	67	19	mean	mean	NOUN
fusus-149	67	20	of	of	ADP
fusus-149	67	21	observations	observation	NOUN
fusus-149	67	22	:	:	PUNCT
fusus-149	67	23	�	�	NOUN
fusus-149	67	24	̅	̅	NOUN
fusus-149	67	25	�	�	NOUN
fusus-149	67	26	=	=	SYM
fusus-149	67	27	1	1	NUM
fusus-149	67	28	𝑁	𝑁	PROPN
fusus-149	67	29	∑	∑	PUNCT
fusus-149	67	30	𝑦𝑡	𝑦𝑡	PROPN
fusus-149	67	31	𝑁	𝑁	PROPN
fusus-149	67	32	𝑡=1	𝑡=1	PROPN
fusus-149	67	33	(	(	PUNCT
fusus-149	67	34	4	4	NUM
fusus-149	67	35	)	)	PUNCT
fusus-149	67	36	5	5	NUM
fusus-149	67	37	.	.	NOUN
fusus-149	67	38	results	result	NOUN
fusus-149	67	39	and	and	CCONJ
fusus-149	67	40	discussion	discussion	VERB
fusus-149	67	41	the	the	DET
fusus-149	67	42	maximum	maximum	ADJ
fusus-149	67	43	absolute	absolute	ADJ
fusus-149	67	44	error	error	NOUN
fusus-149	67	45	(	(	PUNCT
fusus-149	67	46	mae	mae	PROPN
fusus-149	67	47	)	)	PUNCT
fusus-149	67	48	for	for	ADP
fusus-149	67	49	the	the	DET
fusus-149	67	50	ghi	ghi	PROPN
fusus-149	67	51	and	and	CCONJ
fusus-149	67	52	dni	dni	PROPN
fusus-149	67	53	has	have	AUX
fusus-149	67	54	been	be	AUX
fusus-149	67	55	calculated	calculate	VERB
fusus-149	67	56	using	use	VERB
fusus-149	67	57	formula	formula	NOUN
fusus-149	67	58	(	(	PUNCT
fusus-149	67	59	1	1	NUM
fusus-149	67	60	)	)	PUNCT
fusus-149	67	61	,	,	PUNCT
fusus-149	67	62	and	and	CCONJ
fusus-149	67	63	the	the	DET
fusus-149	67	64	results	result	NOUN
fusus-149	67	65	are	be	AUX
fusus-149	67	66	represented	represent	VERB
fusus-149	67	67	in	in	ADP
fusus-149	67	68	figures	figure	NOUN
fusus-149	67	69	2	2	NUM
fusus-149	67	70	&	&	CCONJ
fusus-149	67	71	3	3	NUM
fusus-149	67	72	for	for	ADP
fusus-149	67	73	all	all	DET
fusus-149	67	74	regions	region	NOUN
fusus-149	67	75	under	under	ADP
fusus-149	67	76	study	study	NOUN
fusus-149	67	77	;	;	PUNCT
fusus-149	67	78	it	it	PRON
fusus-149	67	79	is	be	AUX
fusus-149	67	80	clear	clear	ADJ
fusus-149	67	81	from	from	ADP
fusus-149	67	82	these	these	DET
fusus-149	67	83	two	two	NUM
fusus-149	67	84	figures	figure	NOUN
fusus-149	67	85	that	that	SCONJ
fusus-149	67	86	the	the	DET
fusus-149	67	87	suny	suny	PROPN
fusus-149	67	88	model	model	NOUN
fusus-149	67	89	has	have	VERB
fusus-149	67	90	the	the	DET
fusus-149	67	91	highest	high	ADJ
fusus-149	67	92	mae	mae	PROPN
fusus-149	67	93	value	value	NOUN
fusus-149	67	94	in	in	ADP
fusus-149	67	95	most	most	ADJ
fusus-149	67	96	regions	region	NOUN
fusus-149	67	97	under	under	ADP
fusus-149	67	98	study	study	NOUN
fusus-149	67	99	,	,	PUNCT
fusus-149	67	100	while	while	SCONJ
fusus-149	67	101	the	the	DET
fusus-149	67	102	sgis	sgis	NOUN
fusus-149	67	103	and	and	CCONJ
fusus-149	67	104	solcast	solcast	NOUN
fusus-149	67	105	are	be	AUX
fusus-149	67	106	the	the	DET
fusus-149	67	107	less	less	ADJ
fusus-149	67	108	.	.	PUNCT
fusus-149	68	1	figures	figure	NOUN
fusus-149	68	2	from	from	ADP
fusus-149	68	3	(	(	PUNCT
fusus-149	68	4	4	4	NUM
fusus-149	68	5	)	)	PUNCT
fusus-149	68	6	–	–	PUNCT
fusus-149	68	7	(	(	PUNCT
fusus-149	68	8	15	15	X
fusus-149	68	9	)	)	PUNCT
fusus-149	68	10	show	show	VERB
fusus-149	68	11	the	the	DET
fusus-149	68	12	variation	variation	NOUN
fusus-149	68	13	of	of	ADP
fusus-149	68	14	observed	observed	ADJ
fusus-149	68	15	values	value	NOUN
fusus-149	68	16	of	of	ADP
fusus-149	68	17	ghi	ghi	PROPN
fusus-149	68	18	&	&	CCONJ
fusus-149	68	19	dni	dni	PROPN
fusus-149	68	20	and	and	CCONJ
fusus-149	68	21	predicted	predict	VERB
fusus-149	68	22	ones	one	NOUN
fusus-149	68	23	of	of	ADP
fusus-149	68	24	the	the	DET
fusus-149	68	25	three	three	NUM
fusus-149	68	26	estimation	estimation	NOUN
fusus-149	68	27	models	model	NOUN
fusus-149	68	28	(	(	PUNCT
fusus-149	68	29	sigs	sig	NOUN
fusus-149	68	30	,	,	PUNCT
fusus-149	68	31	suny	suny	PROPN
fusus-149	68	32	,	,	PUNCT
fusus-149	68	33	and	and	CCONJ
fusus-149	68	34	solcast	solcast	NOUN
fusus-149	68	35	)	)	PUNCT
fusus-149	68	36	in	in	ADP
fusus-149	68	37	addition	addition	NOUN
fusus-149	68	38	to	to	ADP
fusus-149	68	39	the	the	DET
fusus-149	68	40	percentage	percentage	NOUN
fusus-149	68	41	of	of	ADP
fusus-149	68	42	their	their	PRON
fusus-149	68	43	relative	relative	ADJ
fusus-149	68	44	main	main	ADJ
fusus-149	68	45	bias	bias	NOUN
fusus-149	68	46	error	error	NOUN
fusus-149	68	47	rmbe	rmbe	NOUN
fusus-149	68	48	for	for	ADP
fusus-149	68	49	the	the	DET
fusus-149	68	50	six	six	NUM
fusus-149	68	51	regions	region	NOUN
fusus-149	68	52	under	under	ADP
fusus-149	68	53	study	study	NOUN
fusus-149	68	54	using	use	VERB
fusus-149	68	55	formula	formula	NOUN
fusus-149	68	56	(	(	PUNCT
fusus-149	68	57	3	3	NUM
fusus-149	68	58	)	)	PUNCT
fusus-149	68	59	.	.	PUNCT
fusus-149	69	1	in	in	ADP
fusus-149	69	2	tabuk	tabuk	PROPN
fusus-149	69	3	city	city	NOUN
fusus-149	69	4	,	,	PUNCT
fusus-149	69	5	figure	figure	VERB
fusus-149	69	6	4	4	NUM
fusus-149	69	7	shows	show	VERB
fusus-149	69	8	no	no	DET
fusus-149	69	9	significant	significant	ADJ
fusus-149	69	10	difference	difference	NOUN
fusus-149	69	11	between	between	ADP
fusus-149	69	12	observed	observe	VERB
fusus-149	69	13	and	and	CCONJ
fusus-149	69	14	predicted	predict	VERB
fusus-149	69	15	values	value	NOUN
fusus-149	69	16	of	of	ADP
fusus-149	69	17	ghi	ghi	PROPN
fusus-149	69	18	for	for	ADP
fusus-149	69	19	the	the	DET
fusus-149	69	20	three	three	NUM
fusus-149	69	21	estimation	estimation	NOUN
fusus-149	69	22	models	model	NOUN
fusus-149	69	23	;	;	PUNCT
fusus-149	69	24	this	this	DET
fusus-149	69	25	conclusion	conclusion	NOUN
fusus-149	69	26	is	be	AUX
fusus-149	69	27	clear	clear	ADJ
fusus-149	69	28	from	from	ADP
fusus-149	69	29	the	the	DET
fusus-149	69	30	small	small	ADJ
fusus-149	69	31	values	value	NOUN
fusus-149	69	32	of	of	ADP
fusus-149	69	33	rmbe	rmbe	NOUN
fusus-149	69	34	in	in	ADP
fusus-149	69	35	most	most	ADJ
fusus-149	69	36	months	month	NOUN
fusus-149	69	37	.	.	PUNCT
fusus-149	70	1	also	also	ADV
fusus-149	70	2	,	,	PUNCT
fusus-149	70	3	it	it	PRON
fusus-149	70	4	is	be	AUX
fusus-149	70	5	clear	clear	ADJ
fusus-149	70	6	from	from	ADP
fusus-149	70	7	the	the	DET
fusus-149	70	8	small	small	ADJ
fusus-149	70	9	values	value	NOUN
fusus-149	70	10	of	of	ADP
fusus-149	70	11	mae	mae	PROPN
fusus-149	70	12	shown	show	VERB
fusus-149	70	13	in	in	ADP
fusus-149	70	14	figure	figure	NOUN
fusus-149	70	15	2	2	NUM
fusus-149	70	16	.	.	PUNCT
fusus-149	71	1	while	while	SCONJ
fusus-149	71	2	in	in	ADP
fusus-149	71	3	the	the	DET
fusus-149	71	4	case	case	NOUN
fusus-149	71	5	of	of	ADP
fusus-149	71	6	dni	dni	NOUN
fusus-149	71	7	,	,	PUNCT
fusus-149	71	8	as	as	SCONJ
fusus-149	71	9	shown	show	VERB
fusus-149	71	10	in	in	ADP
fusus-149	71	11	figure	figure	NOUN
fusus-149	71	12	5	5	NUM
fusus-149	71	13	,	,	PUNCT
fusus-149	71	14	there	there	PRON
fusus-149	71	15	are	be	VERB
fusus-149	71	16	some	some	DET
fusus-149	71	17	differences	difference	NOUN
fusus-149	71	18	between	between	ADP
fusus-149	71	19	observed	observed	ADJ
fusus-149	71	20	and	and	CCONJ
fusus-149	71	21	predicted	predict	VERB
fusus-149	71	22	values	value	NOUN
fusus-149	71	23	in	in	ADP
fusus-149	71	24	a	a	DET
fusus-149	71	25	few	few	ADJ
fusus-149	71	26	months	month	NOUN
fusus-149	71	27	,	,	PUNCT
fusus-149	71	28	especially	especially	ADV
fusus-149	71	29	in	in	ADP
fusus-149	71	30	the	the	DET
fusus-149	71	31	case	case	NOUN
fusus-149	71	32	of	of	ADP
fusus-149	71	33	the	the	DET
fusus-149	71	34	suny	suny	PROPN
fusus-149	71	35	model	model	PROPN
fusus-149	71	36	,	,	PUNCT
fusus-149	71	37	where	where	SCONJ
fusus-149	71	38	its	its	PRON
fusus-149	71	39	rmbe	rmbe	NOUN
fusus-149	71	40	may	may	AUX
fusus-149	71	41	reach	reach	VERB
fusus-149	71	42	up	up	ADP
fusus-149	71	43	to	to	PART
fusus-149	71	44	16	16	NUM
fusus-149	71	45	%	%	NOUN
fusus-149	71	46	.	.	PUNCT
fusus-149	72	1	the	the	DET
fusus-149	72	2	values	value	NOUN
fusus-149	72	3	of	of	ADP
fusus-149	72	4	the	the	DET
fusus-149	72	5	solcast	solcast	ADJ
fusus-149	72	6	model	model	NOUN
fusus-149	72	7	satisfy	satisfy	VERB
fusus-149	72	8	the	the	DET
fusus-149	72	9	best	good	ADJ
fusus-149	72	10	matching	matching	NOUN
fusus-149	72	11	with	with	ADP
fusus-149	72	12	observed	observed	ADJ
fusus-149	72	13	values	value	NOUN
fusus-149	72	14	where	where	SCONJ
fusus-149	72	15	its	its	PRON
fusus-149	72	16	rmbe	rmbe	NOUN
fusus-149	72	17	does	do	AUX
fusus-149	72	18	not	not	PART
fusus-149	72	19	exceed	exceed	VERB
fusus-149	72	20	8	8	NUM
fusus-149	72	21	%	%	NOUN
fusus-149	72	22	;	;	PUNCT
fusus-149	72	23	this	this	DET
fusus-149	72	24	result	result	NOUN
fusus-149	72	25	is	be	AUX
fusus-149	72	26	confirmed	confirm	VERB
fusus-149	72	27	by	by	ADP
fusus-149	72	28	the	the	DET
fusus-149	72	29	value	value	NOUN
fusus-149	72	30	of	of	ADP
fusus-149	72	31	mae	mae	PROPN
fusus-149	72	32	,	,	PUNCT
fusus-149	72	33	as	as	SCONJ
fusus-149	72	34	shown	show	VERB
fusus-149	72	35	in	in	ADP
fusus-149	72	36	figure	figure	NOUN
fusus-149	72	37	3	3	NUM
fusus-149	72	38	.	.	PUNCT
fusus-149	72	39	figure	figure	NOUN
fusus-149	72	40	2	2	NUM
fusus-149	72	41	.	.	PUNCT
fusus-149	72	42	maximum	maximum	ADJ
fusus-149	72	43	absolute	absolute	ADJ
fusus-149	72	44	error	error	NOUN
fusus-149	72	45	of	of	ADP
fusus-149	72	46	ghi	ghi	PROPN
fusus-149	72	47	for	for	ADP
fusus-149	72	48	locations	location	NOUN
fusus-149	72	49	under	under	ADP
fusus-149	72	50	study	study	NOUN
fusus-149	72	51	figure	figure	NOUN
fusus-149	72	52	3	3	NUM
fusus-149	72	53	.	.	PUNCT
fusus-149	72	54	maximum	maximum	ADJ
fusus-149	72	55	absolute	absolute	ADJ
fusus-149	72	56	error	error	NOUN
fusus-149	72	57	of	of	ADP
fusus-149	72	58	dni	dni	NOUN
fusus-149	72	59	for	for	ADP
fusus-149	72	60	locations	location	NOUN
fusus-149	72	61	under	under	ADP
fusus-149	72	62	study	study	NOUN
fusus-149	72	63	figure	figure	NOUN
fusus-149	72	64	4	4	NUM
fusus-149	72	65	.	.	PUNCT
fusus-149	73	1	the	the	DET
fusus-149	73	2	relative	relative	ADJ
fusus-149	73	3	maximum	maximum	ADJ
fusus-149	73	4	bias	bias	NOUN
fusus-149	73	5	error	error	NOUN
fusus-149	73	6	of	of	ADP
fusus-149	73	7	ghi	ghi	PROPN
fusus-149	73	8	for	for	ADP
fusus-149	73	9	tabuk	tabuk	NOUN
fusus-149	73	10	city	city	NOUN
fusus-149	73	11	in	in	ADP
fusus-149	73	12	jeddah	jeddah	PROPN
fusus-149	73	13	city	city	PROPN
fusus-149	73	14	,	,	PUNCT
fusus-149	73	15	figure	figure	VERB
fusus-149	73	16	6	6	NUM
fusus-149	73	17	shows	show	VERB
fusus-149	73	18	no	no	DET
fusus-149	73	19	significant	significant	ADJ
fusus-149	73	20	difference	difference	NOUN
fusus-149	73	21	between	between	ADP
fusus-149	73	22	observed	observe	VERB
fusus-149	73	23	and	and	CCONJ
fusus-149	73	24	predicted	predict	VERB
fusus-149	73	25	values	value	NOUN
fusus-149	73	26	of	of	ADP
fusus-149	73	27	ghi	ghi	PROPN
fusus-149	73	28	for	for	ADP
fusus-149	73	29	the	the	DET
fusus-149	73	30	solcast	solcast	ADJ
fusus-149	73	31	model	model	NOUN
fusus-149	73	32	,	,	PUNCT
fusus-149	73	33	but	but	CCONJ
fusus-149	73	34	for	for	ADP
fusus-149	73	35	suny	suny	PROPN
fusus-149	73	36	and	and	CCONJ
fusus-149	73	37	sgis	sgis	PROPN
fusus-149	73	38	models	model	NOUN
fusus-149	73	39	,	,	PUNCT
fusus-149	73	40	the	the	DET
fusus-149	73	41	rmbe	rmbe	NOUN
fusus-149	73	42	reached	reach	VERB
fusus-149	73	43	up	up	ADP
fusus-149	73	44	to	to	PART
fusus-149	73	45	14	14	NUM
fusus-149	73	46	%	%	NOUN
fusus-149	73	47	and	and	CCONJ
fusus-149	73	48	9	9	NUM
fusus-149	73	49	%	%	NOUN
fusus-149	73	50	,	,	PUNCT
fusus-149	73	51	respectively	respectively	ADV
fusus-149	73	52	.	.	PUNCT
fusus-149	74	1	this	this	DET
fusus-149	74	2	big	big	ADJ
fusus-149	74	3	discrepancy	discrepancy	NOUN
fusus-149	74	4	between	between	ADP
fusus-149	74	5	observed	observe	VERB
fusus-149	74	6	and	and	CCONJ
fusus-149	74	7	predicted	predict	VERB
fusus-149	74	8	values	value	NOUN
fusus-149	74	9	in	in	ADP
fusus-149	74	10	the	the	DET
fusus-149	74	11	case	case	NOUN
fusus-149	74	12	of	of	ADP
fusus-149	74	13	suny	suny	PROPN
fusus-149	74	14	and	and	CCONJ
fusus-149	74	15	sgis	sgis	PROPN
fusus-149	74	16	models	model	NOUN
fusus-149	74	17	is	be	AUX
fusus-149	74	18	confirmed	confirm	VERB
fusus-149	74	19	by	by	ADP
fusus-149	74	20	their	their	PRON
fusus-149	74	21	mae	mae	PROPN
fusus-149	74	22	shown	show	VERB
fusus-149	74	23	in	in	ADP
fusus-149	74	24	figure	figure	NOUN
fusus-149	74	25	2	2	NUM
fusus-149	74	26	.	.	PUNCT
fusus-149	75	1	in	in	ADP
fusus-149	75	2	the	the	DET
fusus-149	75	3	case	case	NOUN
fusus-149	75	4	of	of	ADP
fusus-149	75	5	dni	dni	NOUN
fusus-149	75	6	,	,	PUNCT
fusus-149	75	7	as	as	SCONJ
fusus-149	75	8	shown	show	VERB
fusus-149	75	9	in	in	ADP
fusus-149	75	10	figure	figure	NOUN
fusus-149	75	11	7	7	NUM
fusus-149	75	12	,	,	PUNCT
fusus-149	75	13	sgis	sgis	ADJ
fusus-149	75	14	and	and	CCONJ
fusus-149	75	15	solcast	solcast	ADJ
fusus-149	75	16	models	model	NOUN
fusus-149	75	17	are	be	AUX
fusus-149	75	18	in	in	ADP
fusus-149	75	19	the	the	DET
fusus-149	75	20	best	good	ADJ
fusus-149	75	21	matching	matching	NOUN
fusus-149	75	22	with	with	ADP
fusus-149	75	23	observed	observed	ADJ
fusus-149	75	24	values	value	NOUN
fusus-149	75	25	for	for	ADP
fusus-149	75	26	most	most	ADJ
fusus-149	75	27	of	of	ADP
fusus-149	75	28	the	the	DET
fusus-149	75	29	year	year	NOUN
fusus-149	75	30	,	,	PUNCT
fusus-149	75	31	but	but	CCONJ
fusus-149	75	32	suny	suny	PROPN
fusus-149	75	33	model	model	NOUN
fusus-149	75	34	values	value	NOUN
fusus-149	75	35	are	be	AUX
fusus-149	75	36	very	very	ADV
fusus-149	75	37	far	far	ADV
fusus-149	75	38	,	,	PUNCT
fusus-149	75	39	with	with	SCONJ
fusus-149	75	40	rmbe	rmbe	ADJ
fusus-149	75	41	reaching	reach	VERB
fusus-149	75	42	a.	a.	PROPN
fusus-149	75	43	f.	f.	PROPN
fusus-149	75	44	almarshoud	almarshoud	PROPN
fusus-149	75	45	/future	/future	NOUN
fusus-149	75	46	sustainability	sustainability	NOUN
fusus-149	75	47	may	may	AUX
fusus-149	75	48	2024|	2024|	NUM
fusus-149	75	49	volume	volume	VERB
fusus-149	75	50	02	02	NUM
fusus-149	75	51	|	|	NOUN
fusus-149	75	52	issue	issue	NOUN
fusus-149	75	53	02	02	NUM
fusus-149	75	54	|	|	NOUN
fusus-149	75	55	pages	page	NOUN
fusus-149	75	56	01	01	NUM
fusus-149	75	57	-	-	SYM
fusus-149	75	58	07	07	NUM
fusus-149	75	59	4	4	NUM
fusus-149	75	60	up	up	ADP
fusus-149	75	61	to	to	PART
fusus-149	75	62	45	45	NUM
fusus-149	75	63	%	%	NOUN
fusus-149	75	64	;	;	PUNCT
fusus-149	75	65	this	this	DET
fusus-149	75	66	result	result	NOUN
fusus-149	75	67	is	be	AUX
fusus-149	75	68	confirmed	confirm	VERB
fusus-149	75	69	by	by	ADP
fusus-149	75	70	the	the	DET
fusus-149	75	71	value	value	NOUN
fusus-149	75	72	of	of	ADP
fusus-149	75	73	mae	mae	PROPN
fusus-149	75	74	as	as	SCONJ
fusus-149	75	75	shown	show	VERB
fusus-149	75	76	in	in	ADP
fusus-149	75	77	figure	figure	NOUN
fusus-149	75	78	3	3	NUM
fusus-149	75	79	(	(	PUNCT
fusus-149	75	80	taif	taif	PROPN
fusus-149	75	81	city	city	PROPN
fusus-149	75	82	:	:	PUNCT
fusus-149	75	83	figure	figure	NOUN
fusus-149	75	84	8	8	NUM
fusus-149	75	85	and	and	CCONJ
fusus-149	75	86	figure	figure	VERB
fusus-149	75	87	9	9	NUM
fusus-149	75	88	)	)	PUNCT
fusus-149	75	89	.	.	PUNCT
fusus-149	76	1	figure	figure	NOUN
fusus-149	76	2	5	5	NUM
fusus-149	76	3	.	.	PUNCT
fusus-149	77	1	the	the	DET
fusus-149	77	2	relative	relative	ADJ
fusus-149	77	3	maximum	maximum	ADJ
fusus-149	77	4	bias	bias	NOUN
fusus-149	77	5	error	error	NOUN
fusus-149	77	6	of	of	ADP
fusus-149	77	7	dni	dni	PROPN
fusus-149	77	8	for	for	ADP
fusus-149	77	9	tabuk	tabuk	NOUN
fusus-149	77	10	city	city	NOUN
fusus-149	77	11	figure	figure	NOUN
fusus-149	77	12	6	6	NUM
fusus-149	77	13	.	.	PUNCT
fusus-149	78	1	the	the	DET
fusus-149	78	2	relative	relative	ADJ
fusus-149	78	3	maximum	maximum	ADJ
fusus-149	78	4	bias	bias	NOUN
fusus-149	78	5	error	error	NOUN
fusus-149	78	6	of	of	ADP
fusus-149	78	7	ghi	ghi	PROPN
fusus-149	78	8	for	for	ADP
fusus-149	78	9	jeddah	jeddah	PROPN
fusus-149	78	10	city	city	PROPN
fusus-149	78	11	figure	figure	NOUN
fusus-149	78	12	7	7	NUM
fusus-149	78	13	.	.	PUNCT
fusus-149	79	1	the	the	DET
fusus-149	79	2	relative	relative	ADJ
fusus-149	79	3	maximum	maximum	ADJ
fusus-149	79	4	bias	bias	NOUN
fusus-149	79	5	error	error	NOUN
fusus-149	79	6	of	of	ADP
fusus-149	79	7	dni	dni	PROPN
fusus-149	79	8	for	for	ADP
fusus-149	79	9	jeddah	jeddah	PROPN
fusus-149	79	10	city	city	PROPN
fusus-149	79	11	in	in	ADP
fusus-149	79	12	najran	najran	ADJ
fusus-149	79	13	city	city	NOUN
fusus-149	79	14	,	,	PUNCT
fusus-149	79	15	figure	figure	VERB
fusus-149	79	16	10	10	NUM
fusus-149	79	17	shows	show	VERB
fusus-149	79	18	no	no	DET
fusus-149	79	19	significant	significant	ADJ
fusus-149	79	20	difference	difference	NOUN
fusus-149	79	21	between	between	ADP
fusus-149	79	22	observed	observe	VERB
fusus-149	79	23	and	and	CCONJ
fusus-149	79	24	predicted	predict	VERB
fusus-149	79	25	values	value	NOUN
fusus-149	79	26	of	of	ADP
fusus-149	79	27	ghi	ghi	PROPN
fusus-149	79	28	for	for	ADP
fusus-149	79	29	all	all	DET
fusus-149	79	30	models	model	NOUN
fusus-149	79	31	most	most	ADJ
fusus-149	79	32	of	of	ADP
fusus-149	79	33	the	the	DET
fusus-149	79	34	year	year	NOUN
fusus-149	79	35	in	in	ADP
fusus-149	79	36	general	general	ADJ
fusus-149	79	37	;	;	PUNCT
fusus-149	79	38	the	the	DET
fusus-149	79	39	best	good	ADJ
fusus-149	79	40	matching	matching	NOUN
fusus-149	79	41	is	be	AUX
fusus-149	79	42	done	do	VERB
fusus-149	79	43	by	by	ADP
fusus-149	79	44	the	the	DET
fusus-149	79	45	suny	suny	PROPN
fusus-149	79	46	model	model	NOUN
fusus-149	79	47	,	,	PUNCT
fusus-149	79	48	while	while	SCONJ
fusus-149	79	49	the	the	DET
fusus-149	79	50	maximum	maximum	ADJ
fusus-149	79	51	rmbe	rmbe	NOUN
fusus-149	79	52	is	be	AUX
fusus-149	79	53	done	do	VERB
fusus-149	79	54	by	by	ADP
fusus-149	79	55	the	the	DET
fusus-149	79	56	solcast	solcast	ADJ
fusus-149	79	57	model	model	NOUN
fusus-149	79	58	.	.	PUNCT
fusus-149	80	1	the	the	DET
fusus-149	80	2	mae	mae	PROPN
fusus-149	80	3	values	value	NOUN
fusus-149	80	4	in	in	ADP
fusus-149	80	5	figure	figure	NOUN
fusus-149	80	6	2	2	NUM
fusus-149	80	7	show	show	VERB
fusus-149	80	8	the	the	DET
fusus-149	80	9	superiority	superiority	NOUN
fusus-149	80	10	of	of	ADP
fusus-149	80	11	the	the	DET
fusus-149	80	12	suny	suny	PROPN
fusus-149	80	13	model	model	NOUN
fusus-149	80	14	in	in	ADP
fusus-149	80	15	this	this	DET
fusus-149	80	16	case	case	NOUN
fusus-149	80	17	.	.	PUNCT
fusus-149	81	1	in	in	ADP
fusus-149	81	2	the	the	DET
fusus-149	81	3	case	case	NOUN
fusus-149	81	4	of	of	ADP
fusus-149	81	5	dni	dni	NOUN
fusus-149	81	6	,	,	PUNCT
fusus-149	81	7	as	as	SCONJ
fusus-149	81	8	shown	show	VERB
fusus-149	81	9	in	in	ADP
fusus-149	81	10	figure	figure	NOUN
fusus-149	81	11	11	11	NUM
fusus-149	81	12	,	,	PUNCT
fusus-149	81	13	sgis	sgis	ADJ
fusus-149	81	14	and	and	CCONJ
fusus-149	81	15	solcast	solcast	NOUN
fusus-149	81	16	are	be	AUX
fusus-149	81	17	close	close	ADJ
fusus-149	81	18	to	to	ADP
fusus-149	81	19	observed	observe	VERB
fusus-149	81	20	values	value	NOUN
fusus-149	81	21	most	most	ADJ
fusus-149	81	22	of	of	ADP
fusus-149	81	23	the	the	DET
fusus-149	81	24	year	year	NOUN
fusus-149	81	25	,	,	PUNCT
fusus-149	81	26	with	with	ADP
fusus-149	81	27	rmbe	rmbe	NOUN
fusus-149	81	28	reaching	reach	VERB
fusus-149	81	29	up	up	ADP
fusus-149	81	30	to	to	PART
fusus-149	81	31	16	16	NUM
fusus-149	81	32	%	%	NOUN
fusus-149	81	33	,	,	PUNCT
fusus-149	81	34	but	but	CCONJ
fusus-149	81	35	the	the	DET
fusus-149	81	36	suny	suny	PROPN
fusus-149	81	37	model	model	NOUN
fusus-149	81	38	did	do	VERB
fusus-149	81	39	the	the	DET
fusus-149	81	40	best	good	ADJ
fusus-149	81	41	matching	matching	NOUN
fusus-149	81	42	for	for	ADP
fusus-149	81	43	half	half	NOUN
fusus-149	81	44	of	of	ADP
fusus-149	81	45	the	the	DET
fusus-149	81	46	year	year	NOUN
fusus-149	81	47	and	and	CCONJ
fusus-149	81	48	in	in	ADP
fusus-149	81	49	another	another	DET
fusus-149	81	50	half	half	NOUN
fusus-149	81	51	did	do	AUX
fusus-149	81	52	the	the	DET
fusus-149	81	53	worst	bad	ADJ
fusus-149	81	54	with	with	ADP
fusus-149	81	55	rmbe	rmbe	ADJ
fusus-149	81	56	reaches	reach	VERB
fusus-149	81	57	to	to	ADP
fusus-149	81	58	38	38	NUM
fusus-149	81	59	%	%	NOUN
fusus-149	81	60	,	,	PUNCT
fusus-149	81	61	this	this	DET
fusus-149	81	62	result	result	NOUN
fusus-149	81	63	is	be	AUX
fusus-149	81	64	confirmed	confirm	VERB
fusus-149	81	65	by	by	ADP
fusus-149	81	66	its	its	PRON
fusus-149	81	67	mae	mae	PROPN
fusus-149	81	68	value	value	NOUN
fusus-149	81	69	which	which	PRON
fusus-149	81	70	reaches	reach	VERB
fusus-149	81	71	up	up	ADP
fusus-149	81	72	to	to	PART
fusus-149	81	73	1.6	1.6	NUM
fusus-149	81	74	kwh	kwh	NOUN
fusus-149	81	75	as	as	SCONJ
fusus-149	81	76	shown	show	VERB
fusus-149	81	77	in	in	ADP
fusus-149	81	78	figure	figure	NOUN
fusus-149	81	79	3	3	NUM
fusus-149	81	80	.	.	PUNCT
fusus-149	81	81	figure	figure	NOUN
fusus-149	81	82	8	8	NUM
fusus-149	81	83	.	.	PUNCT
fusus-149	82	1	the	the	DET
fusus-149	82	2	relative	relative	ADJ
fusus-149	82	3	maximum	maximum	ADJ
fusus-149	82	4	bias	bias	NOUN
fusus-149	82	5	error	error	NOUN
fusus-149	82	6	of	of	ADP
fusus-149	82	7	ghi	ghi	PROPN
fusus-149	82	8	for	for	ADP
fusus-149	82	9	taif	taif	PROPN
fusus-149	82	10	city	city	PROPN
fusus-149	82	11	figure	figure	NOUN
fusus-149	82	12	9	9	NUM
fusus-149	82	13	.	.	PUNCT
fusus-149	83	1	the	the	DET
fusus-149	83	2	relative	relative	ADJ
fusus-149	83	3	maximum	maximum	ADJ
fusus-149	83	4	bias	bias	NOUN
fusus-149	83	5	error	error	NOUN
fusus-149	83	6	of	of	ADP
fusus-149	83	7	dni	dni	PROPN
fusus-149	83	8	for	for	ADP
fusus-149	83	9	taif	taif	PROPN
fusus-149	83	10	city	city	PROPN
fusus-149	83	11	figure	figure	NOUN
fusus-149	83	12	10	10	NUM
fusus-149	83	13	.	.	PUNCT
fusus-149	84	1	the	the	DET
fusus-149	84	2	relative	relative	ADJ
fusus-149	84	3	maximum	maximum	ADJ
fusus-149	84	4	bias	bias	NOUN
fusus-149	84	5	error	error	NOUN
fusus-149	84	6	of	of	ADP
fusus-149	84	7	ghi	ghi	PROPN
fusus-149	84	8	for	for	ADP
fusus-149	84	9	najran	najran	ADJ
fusus-149	84	10	city	city	NOUN
fusus-149	84	11	in	in	ADP
fusus-149	84	12	buraydah	buraydah	PROPN
fusus-149	84	13	city	city	PROPN
fusus-149	84	14	,	,	PUNCT
fusus-149	84	15	figure	figure	VERB
fusus-149	84	16	12	12	NUM
fusus-149	84	17	shows	show	VERB
fusus-149	84	18	no	no	DET
fusus-149	84	19	significant	significant	ADJ
fusus-149	84	20	difference	difference	NOUN
fusus-149	84	21	between	between	ADP
fusus-149	84	22	observed	observe	VERB
fusus-149	84	23	and	and	CCONJ
fusus-149	84	24	predicted	predict	VERB
fusus-149	84	25	values	value	NOUN
fusus-149	84	26	of	of	ADP
fusus-149	84	27	ghi	ghi	PROPN
fusus-149	84	28	all	all	DET
fusus-149	84	29	the	the	DET
fusus-149	84	30	year	year	NOUN
fusus-149	84	31	for	for	ADP
fusus-149	84	32	sgis	sgis	NOUN
fusus-149	84	33	and	and	CCONJ
fusus-149	84	34	solcast	solcast	ADJ
fusus-149	84	35	models	model	NOUN
fusus-149	84	36	and	and	CCONJ
fusus-149	84	37	most	most	ADJ
fusus-149	84	38	of	of	ADP
fusus-149	84	39	the	the	DET
fusus-149	84	40	year	year	NOUN
fusus-149	84	41	for	for	ADP
fusus-149	84	42	suny	suny	NOUN
fusus-149	84	43	models	model	NOUN
fusus-149	84	44	where	where	SCONJ
fusus-149	84	45	the	the	DET
fusus-149	84	46	rmbe	rmbe	NOUN
fusus-149	84	47	is	be	AUX
fusus-149	84	48	less	less	ADJ
fusus-149	84	49	than	than	ADP
fusus-149	84	50	10	10	NUM
fusus-149	84	51	%	%	NOUN
fusus-149	84	52	for	for	ADP
fusus-149	84	53	all	all	DET
fusus-149	84	54	models	model	NOUN
fusus-149	84	55	.	.	PUNCT
fusus-149	85	1	the	the	DET
fusus-149	85	2	mae	mae	PROPN
fusus-149	85	3	values	value	NOUN
fusus-149	85	4	in	in	ADP
fusus-149	85	5	figure	figure	NOUN
fusus-149	85	6	2	2	NUM
fusus-149	85	7	confirm	confirm	VERB
fusus-149	85	8	this	this	DET
fusus-149	85	9	conclusion	conclusion	NOUN
fusus-149	85	10	.	.	PUNCT
fusus-149	86	1	in	in	ADP
fusus-149	86	2	the	the	DET
fusus-149	86	3	case	case	NOUN
fusus-149	86	4	of	of	ADP
fusus-149	86	5	dni	dni	NOUN
fusus-149	86	6	,	,	PUNCT
fusus-149	86	7	as	as	SCONJ
fusus-149	86	8	shown	show	VERB
fusus-149	86	9	in	in	ADP
fusus-149	86	10	figure	figure	NOUN
fusus-149	86	11	13	13	NUM
fusus-149	86	12	,	,	PUNCT
fusus-149	86	13	the	the	DET
fusus-149	86	14	rmbe	rmbe	NOUN
fusus-149	86	15	is	be	AUX
fusus-149	86	16	less	less	ADJ
fusus-149	86	17	than	than	ADP
fusus-149	86	18	15	15	NUM
fusus-149	86	19	%	%	NOUN
fusus-149	86	20	for	for	ADP
fusus-149	86	21	all	all	DET
fusus-149	86	22	models	model	NOUN
fusus-149	86	23	in	in	ADP
fusus-149	86	24	the	the	DET
fusus-149	86	25	second	second	ADJ
fusus-149	86	26	half	half	NOUN
fusus-149	86	27	of	of	ADP
fusus-149	86	28	the	the	DET
fusus-149	86	29	year	year	NOUN
fusus-149	86	30	,	,	PUNCT
fusus-149	86	31	while	while	SCONJ
fusus-149	86	32	in	in	ADP
fusus-149	86	33	the	the	DET
fusus-149	86	34	first	first	ADJ
fusus-149	86	35	half	half	NOUN
fusus-149	86	36	,	,	PUNCT
fusus-149	86	37	it	it	PRON
fusus-149	86	38	reaches	reach	VERB
fusus-149	86	39	high	high	ADJ
fusus-149	86	40	values	value	NOUN
fusus-149	86	41	:	:	PUNCT
fusus-149	86	42	45	45	NUM
fusus-149	86	43	%	%	NOUN
fusus-149	86	44	for	for	ADP
fusus-149	86	45	suny	suny	PROPN
fusus-149	86	46	,	,	PUNCT
fusus-149	86	47	28	28	NUM
fusus-149	86	48	%	%	NOUN
fusus-149	86	49	for	for	ADP
fusus-149	86	50	sgis	sgis	NOUN
fusus-149	86	51	and	and	CCONJ
fusus-149	86	52	25	25	NUM
fusus-149	86	53	%	%	NOUN
fusus-149	86	54	for	for	ADP
fusus-149	86	55	solcast	solcast	NOUN
fusus-149	86	56	.	.	PUNCT
fusus-149	87	1	figure	figure	NOUN
fusus-149	87	2	13	13	NUM
fusus-149	87	3	shows	show	VERB
fusus-149	87	4	the	the	DET
fusus-149	87	5	superiority	superiority	NOUN
fusus-149	87	6	of	of	ADP
fusus-149	87	7	sgis	sgis	ADJ
fusus-149	87	8	and	and	CCONJ
fusus-149	87	9	solcast	solcast	ADJ
fusus-149	87	10	models	model	NOUN
fusus-149	87	11	over	over	ADP
fusus-149	87	12	the	the	DET
fusus-149	87	13	suny	suny	PROPN
fusus-149	87	14	model	model	NOUN
fusus-149	87	15	in	in	ADP
fusus-149	87	16	this	this	DET
fusus-149	87	17	case	case	NOUN
fusus-149	87	18	.	.	PUNCT
fusus-149	88	1	a.	a.	PROPN
fusus-149	88	2	f.	f.	PROPN
fusus-149	88	3	almarshoud	almarshoud	PROPN
fusus-149	88	4	/future	/future	NOUN
fusus-149	88	5	sustainability	sustainability	NOUN
fusus-149	88	6	may	may	AUX
fusus-149	88	7	2024|	2024|	NUM
fusus-149	88	8	volume	volume	VERB
fusus-149	88	9	02	02	NUM
fusus-149	88	10	|	|	NOUN
fusus-149	88	11	issue	issue	NOUN
fusus-149	88	12	02	02	NUM
fusus-149	88	13	|	|	NOUN
fusus-149	88	14	pages	page	NOUN
fusus-149	88	15	01	01	NUM
fusus-149	88	16	-	-	SYM
fusus-149	88	17	07	07	NUM
fusus-149	88	18	5	5	NUM
fusus-149	88	19	figure	figure	NOUN
fusus-149	88	20	11	11	NUM
fusus-149	88	21	.	.	PUNCT
fusus-149	89	1	the	the	DET
fusus-149	89	2	relative	relative	ADJ
fusus-149	89	3	maximum	maximum	ADJ
fusus-149	89	4	bias	bias	NOUN
fusus-149	89	5	error	error	NOUN
fusus-149	89	6	of	of	ADP
fusus-149	89	7	dni	dni	NOUN
fusus-149	89	8	for	for	ADP
fusus-149	89	9	najran	najran	ADJ
fusus-149	89	10	city	city	NOUN
fusus-149	89	11	figure	figure	NOUN
fusus-149	89	12	12	12	NUM
fusus-149	89	13	.	.	PUNCT
fusus-149	90	1	the	the	DET
fusus-149	90	2	relative	relative	ADJ
fusus-149	90	3	maximum	maximum	ADJ
fusus-149	90	4	bias	bias	NOUN
fusus-149	90	5	error	error	NOUN
fusus-149	90	6	of	of	ADP
fusus-149	90	7	ghi	ghi	PROPN
fusus-149	90	8	for	for	ADP
fusus-149	90	9	buraydah	buraydah	PROPN
fusus-149	90	10	city	city	PROPN
fusus-149	90	11	figure	figure	NOUN
fusus-149	90	12	13	13	NUM
fusus-149	90	13	.	.	PUNCT
fusus-149	91	1	the	the	DET
fusus-149	91	2	relative	relative	ADJ
fusus-149	91	3	maximum	maximum	ADJ
fusus-149	91	4	bias	bias	NOUN
fusus-149	91	5	error	error	NOUN
fusus-149	91	6	of	of	ADP
fusus-149	91	7	dni	dni	PROPN
fusus-149	91	8	for	for	ADP
fusus-149	91	9	buraydah	buraydah	PROPN
fusus-149	91	10	city	city	PROPN
fusus-149	91	11	in	in	ADP
fusus-149	91	12	dhahran	dhahran	ADJ
fusus-149	91	13	city	city	NOUN
fusus-149	91	14	,	,	PUNCT
fusus-149	91	15	figure	figure	VERB
fusus-149	91	16	14	14	NUM
fusus-149	91	17	shows	show	VERB
fusus-149	91	18	the	the	DET
fusus-149	91	19	best	good	ADJ
fusus-149	91	20	matching	matching	NOUN
fusus-149	91	21	was	be	AUX
fusus-149	91	22	done	do	VERB
fusus-149	91	23	by	by	ADP
fusus-149	91	24	sgis	sgis	NOUN
fusus-149	91	25	with	with	ADP
fusus-149	91	26	rmbe	rmbe	NOUN
fusus-149	91	27	less	less	ADJ
fusus-149	91	28	than	than	ADP
fusus-149	91	29	8	8	NUM
fusus-149	91	30	%	%	NOUN
fusus-149	91	31	,	,	PUNCT
fusus-149	91	32	then	then	ADV
fusus-149	91	33	solcast	solcast	VERB
fusus-149	91	34	with	with	ADP
fusus-149	91	35	rmbe	rmbe	NOUN
fusus-149	91	36	less	less	ADJ
fusus-149	91	37	than	than	ADP
fusus-149	91	38	11	11	NUM
fusus-149	91	39	%	%	NOUN
fusus-149	91	40	,	,	PUNCT
fusus-149	91	41	while	while	SCONJ
fusus-149	91	42	suny	suny	PROPN
fusus-149	91	43	did	do	VERB
fusus-149	91	44	the	the	DET
fusus-149	91	45	worst	bad	ADJ
fusus-149	91	46	matching	matching	NOUN
fusus-149	91	47	with	with	ADP
fusus-149	91	48	rmbe	rmbe	NOUN
fusus-149	91	49	which	which	PRON
fusus-149	91	50	reaches	reach	VERB
fusus-149	91	51	up	up	ADP
fusus-149	91	52	to	to	PART
fusus-149	91	53	18	18	NUM
fusus-149	91	54	%	%	NOUN
fusus-149	91	55	,	,	PUNCT
fusus-149	91	56	the	the	DET
fusus-149	91	57	mae	mae	PROPN
fusus-149	91	58	in	in	ADP
fusus-149	91	59	figure	figure	NOUN
fusus-149	91	60	2	2	NUM
fusus-149	91	61	confirms	confirm	VERB
fusus-149	91	62	the	the	DET
fusus-149	91	63	superiority	superiority	NOUN
fusus-149	91	64	of	of	ADP
fusus-149	91	65	sgis	sgis	NOUN
fusus-149	91	66	and	and	CCONJ
fusus-149	91	67	solcast	solcast	VERB
fusus-149	91	68	in	in	ADP
fusus-149	91	69	this	this	DET
fusus-149	91	70	case	case	NOUN
fusus-149	91	71	.	.	PUNCT
fusus-149	92	1	regarding	regard	VERB
fusus-149	92	2	dni	dni	NOUN
fusus-149	92	3	,	,	PUNCT
fusus-149	92	4	figure	figure	VERB
fusus-149	92	5	15	15	NUM
fusus-149	92	6	shows	show	VERB
fusus-149	92	7	a	a	DET
fusus-149	92	8	high	high	ADJ
fusus-149	92	9	discrepancy	discrepancy	NOUN
fusus-149	92	10	for	for	ADP
fusus-149	92	11	all	all	DET
fusus-149	92	12	models	model	NOUN
fusus-149	92	13	;	;	PUNCT
fusus-149	92	14	the	the	DET
fusus-149	92	15	rmbe	rmbe	NOUN
fusus-149	92	16	reaches	reach	VERB
fusus-149	92	17	up	up	ADP
fusus-149	92	18	to	to	PART
fusus-149	92	19	45	45	NUM
fusus-149	92	20	%	%	NOUN
fusus-149	92	21	for	for	ADP
fusus-149	92	22	suny	suny	PROPN
fusus-149	92	23	,	,	PUNCT
fusus-149	92	24	28	28	NUM
fusus-149	92	25	%	%	NOUN
fusus-149	92	26	for	for	ADP
fusus-149	92	27	solcast	solcast	NOUN
fusus-149	92	28	,	,	PUNCT
fusus-149	92	29	and	and	CCONJ
fusus-149	92	30	18	18	NUM
fusus-149	92	31	%	%	NOUN
fusus-149	92	32	for	for	ADP
fusus-149	92	33	sgis	sgis	NOUN
fusus-149	92	34	;	;	PUNCT
fusus-149	92	35	this	this	DET
fusus-149	92	36	result	result	NOUN
fusus-149	92	37	is	be	AUX
fusus-149	92	38	confirmed	confirm	VERB
fusus-149	92	39	by	by	ADP
fusus-149	92	40	their	their	PRON
fusus-149	92	41	mae	mae	PROPN
fusus-149	92	42	values	value	NOUN
fusus-149	92	43	in	in	ADP
fusus-149	92	44	figure	figure	NOUN
fusus-149	92	45	3	3	NUM
fusus-149	92	46	,	,	PUNCT
fusus-149	92	47	which	which	PRON
fusus-149	92	48	reaches	reach	VERB
fusus-149	92	49	up	up	ADP
fusus-149	92	50	to	to	ADP
fusus-149	92	51	2.2	2.2	NUM
fusus-149	92	52	kwh	kwh	NOUN
fusus-149	92	53	for	for	ADP
fusus-149	92	54	suny	suny	PROPN
fusus-149	92	55	model	model	PROPN
fusus-149	92	56	.	.	PUNCT
fusus-149	93	1	figure	figure	NOUN
fusus-149	93	2	14	14	NUM
fusus-149	93	3	.	.	PUNCT
fusus-149	94	1	the	the	DET
fusus-149	94	2	relative	relative	ADJ
fusus-149	94	3	maximum	maximum	ADJ
fusus-149	94	4	bias	bias	NOUN
fusus-149	94	5	error	error	NOUN
fusus-149	94	6	of	of	ADP
fusus-149	94	7	ghi	ghi	PROPN
fusus-149	94	8	for	for	ADP
fusus-149	94	9	dhahran	dhahran	ADJ
fusus-149	94	10	city	city	NOUN
fusus-149	94	11	figure	figure	NOUN
fusus-149	94	12	15	15	NUM
fusus-149	94	13	.	.	PUNCT
fusus-149	95	1	the	the	DET
fusus-149	95	2	relative	relative	ADJ
fusus-149	95	3	maximum	maximum	ADJ
fusus-149	95	4	bias	bias	NOUN
fusus-149	95	5	error	error	NOUN
fusus-149	95	6	of	of	ADP
fusus-149	95	7	dni	dni	NOUN
fusus-149	95	8	for	for	ADP
fusus-149	95	9	dhahran	dhahran	ADJ
fusus-149	95	10	city	city	NOUN
fusus-149	95	11	6	6	NUM
fusus-149	95	12	.	.	PUNCT
fusus-149	95	13	conclusions	conclusion	NOUN
fusus-149	95	14	the	the	DET
fusus-149	95	15	historical	historical	ADJ
fusus-149	95	16	predicted	predict	VERB
fusus-149	95	17	solar	solar	ADJ
fusus-149	95	18	irradiance	irradiance	NOUN
fusus-149	95	19	datasets	dataset	NOUN
fusus-149	95	20	for	for	ADP
fusus-149	95	21	the	the	DET
fusus-149	95	22	last	last	ADJ
fusus-149	95	23	five	five	NUM
fusus-149	95	24	years	year	NOUN
fusus-149	95	25	of	of	ADP
fusus-149	95	26	six	six	NUM
fusus-149	95	27	locations	location	NOUN
fusus-149	95	28	across	across	ADP
fusus-149	95	29	saudi	saudi	PROPN
fusus-149	95	30	arabia	arabia	PROPN
fusus-149	95	31	have	have	AUX
fusus-149	95	32	been	be	AUX
fusus-149	95	33	validated	validate	VERB
fusus-149	95	34	against	against	ADP
fusus-149	95	35	the	the	DET
fusus-149	95	36	observed	observe	VERB
fusus-149	95	37	dataset	dataset	NOUN
fusus-149	95	38	by	by	ADP
fusus-149	95	39	local	local	ADJ
fusus-149	95	40	stations	station	NOUN
fusus-149	95	41	for	for	ADP
fusus-149	95	42	the	the	DET
fusus-149	95	43	same	same	ADJ
fusus-149	95	44	period	period	NOUN
fusus-149	95	45	.	.	PUNCT
fusus-149	96	1	the	the	DET
fusus-149	96	2	validation	validation	NOUN
fusus-149	96	3	process	process	NOUN
fusus-149	96	4	has	have	AUX
fusus-149	96	5	been	be	AUX
fusus-149	96	6	implemented	implement	VERB
fusus-149	96	7	using	use	VERB
fusus-149	96	8	the	the	DET
fusus-149	96	9	standard	standard	ADJ
fusus-149	96	10	error	error	NOUN
fusus-149	96	11	metrics	metric	NOUN
fusus-149	96	12	:	:	PUNCT
fusus-149	96	13	maximum	maximum	ADJ
fusus-149	96	14	absolute	absolute	ADJ
fusus-149	96	15	error	error	NOUN
fusus-149	96	16	(	(	PUNCT
fusus-149	96	17	mae	mae	PROPN
fusus-149	96	18	)	)	PUNCT
fusus-149	96	19	and	and	CCONJ
fusus-149	96	20	relative	relative	ADJ
fusus-149	96	21	maximum	maximum	ADJ
fusus-149	96	22	bias	bias	NOUN
fusus-149	96	23	error	error	NOUN
fusus-149	96	24	(	(	PUNCT
fusus-149	96	25	rmbe	rmbe	NOUN
fusus-149	96	26	)	)	PUNCT
fusus-149	96	27	.	.	PUNCT
fusus-149	97	1	the	the	DET
fusus-149	97	2	predicted	predict	VERB
fusus-149	97	3	data	data	NOUN
fusus-149	97	4	sets	set	NOUN
fusus-149	97	5	have	have	AUX
fusus-149	97	6	been	be	AUX
fusus-149	97	7	collected	collect	VERB
fusus-149	97	8	from	from	ADP
fusus-149	97	9	the	the	DET
fusus-149	97	10	most	most	ADV
fusus-149	97	11	famous	famous	ADJ
fusus-149	97	12	commercial	commercial	ADJ
fusus-149	97	13	solar	solar	ADJ
fusus-149	97	14	irradiance	irradiance	NOUN
fusus-149	97	15	datasets	dataset	NOUN
fusus-149	97	16	:	:	PUNCT
fusus-149	97	17	solargis	solargis	ADJ
fusus-149	97	18	,	,	PUNCT
fusus-149	97	19	suny	suny	PROPN
fusus-149	97	20	,	,	PUNCT
fusus-149	97	21	and	and	CCONJ
fusus-149	97	22	solcast	solcast	NOUN
fusus-149	97	23	.	.	PUNCT
fusus-149	98	1	the	the	DET
fusus-149	98	2	validation	validation	NOUN
fusus-149	98	3	process	process	NOUN
fusus-149	98	4	showed	show	VERB
fusus-149	98	5	that	that	SCONJ
fusus-149	98	6	,	,	PUNCT
fusus-149	98	7	in	in	ADP
fusus-149	98	8	the	the	DET
fusus-149	98	9	case	case	NOUN
fusus-149	98	10	of	of	ADP
fusus-149	98	11	ghi	ghi	PROPN
fusus-149	98	12	,	,	PUNCT
fusus-149	98	13	the	the	DET
fusus-149	98	14	discrepancy	discrepancy	NOUN
fusus-149	98	15	between	between	ADP
fusus-149	98	16	observed	observe	VERB
fusus-149	98	17	and	and	CCONJ
fusus-149	98	18	predicted	predict	VERB
fusus-149	98	19	values	value	NOUN
fusus-149	98	20	is	be	AUX
fusus-149	98	21	narrow	narrow	ADJ
fusus-149	98	22	,	,	PUNCT
fusus-149	98	23	its	its	PRON
fusus-149	98	24	rmbe	rmbe	NOUN
fusus-149	98	25	is	be	AUX
fusus-149	98	26	in	in	ADP
fusus-149	98	27	the	the	DET
fusus-149	98	28	range	range	NOUN
fusus-149	98	29	of	of	ADP
fusus-149	98	30	10	10	NUM
fusus-149	98	31	%	%	NOUN
fusus-149	98	32	,	,	PUNCT
fusus-149	98	33	and	and	CCONJ
fusus-149	98	34	its	its	PRON
fusus-149	98	35	mae	mae	PROPN
fusus-149	98	36	is	be	AUX
fusus-149	98	37	less	less	ADJ
fusus-149	98	38	than	than	ADP
fusus-149	98	39	0.6	0.6	NUM
fusus-149	98	40	kwh	kwh	NOUN
fusus-149	98	41	,	,	PUNCT
fusus-149	98	42	especially	especially	ADV
fusus-149	98	43	for	for	ADP
fusus-149	98	44	solargis	solargis	ADJ
fusus-149	98	45	and	and	CCONJ
fusus-149	98	46	solcast	solcast	ADJ
fusus-149	98	47	models	model	NOUN
fusus-149	98	48	,	,	PUNCT
fusus-149	98	49	while	while	SCONJ
fusus-149	98	50	in	in	ADP
fusus-149	98	51	the	the	DET
fusus-149	98	52	case	case	NOUN
fusus-149	98	53	of	of	ADP
fusus-149	98	54	dni	dni	PROPN
fusus-149	98	55	,	,	PUNCT
fusus-149	98	56	the	the	DET
fusus-149	98	57	discrepancy	discrepancy	NOUN
fusus-149	98	58	between	between	ADP
fusus-149	98	59	observed	observe	VERB
fusus-149	98	60	and	and	CCONJ
fusus-149	98	61	predicted	predict	VERB
fusus-149	98	62	values	value	NOUN
fusus-149	98	63	is	be	AUX
fusus-149	98	64	wide	wide	ADJ
fusus-149	98	65	,	,	PUNCT
fusus-149	98	66	especially	especially	ADV
fusus-149	98	67	in	in	ADP
fusus-149	98	68	case	case	NOUN
fusus-149	98	69	of	of	ADP
fusus-149	98	70	suny	suny	PROPN
fusus-149	98	71	model	model	NOUN
fusus-149	98	72	which	which	PRON
fusus-149	98	73	its	its	PRON
fusus-149	98	74	rmbe	rmbe	NOUN
fusus-149	98	75	reaches	reach	VERB
fusus-149	98	76	up	up	ADP
fusus-149	98	77	to	to	PART
fusus-149	98	78	45	45	NUM
fusus-149	98	79	%	%	NOUN
fusus-149	98	80	,	,	PUNCT
fusus-149	98	81	and	and	CCONJ
fusus-149	98	82	its	its	PRON
fusus-149	98	83	mae	mae	PROPN
fusus-149	98	84	reaches	reach	VERB
fusus-149	98	85	up	up	ADP
fusus-149	98	86	to	to	ADP
fusus-149	98	87	2.2	2.2	NUM
fusus-149	98	88	kwh	kwh	NOUN
fusus-149	98	89	.	.	PUNCT
fusus-149	99	1	so	so	ADV
fusus-149	99	2	,	,	PUNCT
fusus-149	99	3	the	the	DET
fusus-149	99	4	ghi	ghi	PROPN
fusus-149	99	5	-	-	PUNCT
fusus-149	99	6	predicted	predict	VERB
fusus-149	99	7	values	value	NOUN
fusus-149	99	8	are	be	AUX
fusus-149	99	9	more	more	ADV
fusus-149	99	10	accurate	accurate	ADJ
fusus-149	99	11	than	than	ADP
fusus-149	99	12	the	the	DET
fusus-149	99	13	dni	dni	NOUN
fusus-149	99	14	-	-	PUNCT
fusus-149	99	15	predicted	predict	VERB
fusus-149	99	16	values	value	NOUN
fusus-149	99	17	,	,	PUNCT
fusus-149	99	18	and	and	CCONJ
fusus-149	99	19	the	the	DET
fusus-149	99	20	values	value	NOUN
fusus-149	99	21	predicted	predict	VERB
fusus-149	99	22	by	by	ADP
fusus-149	99	23	the	the	DET
fusus-149	99	24	suny	suny	PROPN
fusus-149	99	25	model	model	NOUN
fusus-149	99	26	are	be	AUX
fusus-149	99	27	less	less	ADV
fusus-149	99	28	accurate	accurate	ADJ
fusus-149	99	29	than	than	ADP
fusus-149	99	30	those	those	PRON
fusus-149	99	31	predicted	predict	VERB
fusus-149	99	32	by	by	ADP
fusus-149	99	33	solargis	solargis	ADJ
fusus-149	99	34	and	and	CCONJ
fusus-149	99	35	solcast	solcast	ADJ
fusus-149	99	36	models	model	NOUN
fusus-149	99	37	for	for	ADP
fusus-149	99	38	both	both	DET
fusus-149	99	39	ghi	ghi	PROPN
fusus-149	99	40	and	and	CCONJ
fusus-149	99	41	dni	dni	PROPN
fusus-149	99	42	.	.	PUNCT
fusus-149	100	1	it	it	PRON
fusus-149	100	2	is	be	AUX
fusus-149	100	3	clear	clear	ADJ
fusus-149	100	4	from	from	ADP
fusus-149	100	5	these	these	DET
fusus-149	100	6	results	result	NOUN
fusus-149	100	7	that	that	PRON
fusus-149	100	8	ghi	ghi	PROPN
fusus-149	100	9	values	value	NOUN
fusus-149	100	10	,	,	PUNCT
fusus-149	100	11	especially	especially	ADV
fusus-149	100	12	those	those	PRON
fusus-149	100	13	predicted	predict	VERB
fusus-149	100	14	by	by	ADP
fusus-149	100	15	solargis	solargis	ADJ
fusus-149	100	16	and	and	CCONJ
fusus-149	100	17	solcast	solcast	NOUN
fusus-149	100	18	,	,	PUNCT
fusus-149	100	19	can	can	AUX
fusus-149	100	20	be	be	AUX
fusus-149	100	21	accepted	accept	VERB
fusus-149	100	22	not	not	PART
fusus-149	100	23	only	only	ADV
fusus-149	100	24	for	for	ADP
fusus-149	100	25	locations	location	NOUN
fusus-149	100	26	under	under	ADP
fusus-149	100	27	study	study	NOUN
fusus-149	100	28	but	but	CCONJ
fusus-149	100	29	also	also	ADV
fusus-149	100	30	for	for	ADP
fusus-149	100	31	deserts	desert	NOUN
fusus-149	100	32	and	and	CCONJ
fusus-149	100	33	arid	arid	NOUN
fusus-149	100	34	areas	area	NOUN
fusus-149	100	35	across	across	ADP
fusus-149	100	36	saudi	saudi	PROPN
fusus-149	100	37	arabia	arabia	PROPN
fusus-149	100	38	.	.	PUNCT
fusus-149	101	1	is	be	AUX
fusus-149	101	2	this	this	DET
fusus-149	101	3	conclusion	conclusion	NOUN
fusus-149	101	4	valid	valid	ADJ
fusus-149	101	5	for	for	ADP
fusus-149	101	6	the	the	DET
fusus-149	101	7	whole	whole	ADJ
fusus-149	101	8	globe	globe	NOUN
fusus-149	101	9	?	?	PUNCT
fusus-149	102	1	we	we	PRON
fusus-149	102	2	think	think	VERB
fusus-149	102	3	it	it	PRON
fusus-149	102	4	is	be	AUX
fusus-149	102	5	valid	valid	ADJ
fusus-149	102	6	for	for	ADP
fusus-149	102	7	deserts	desert	NOUN
fusus-149	102	8	that	that	PRON
fusus-149	102	9	are	be	AUX
fusus-149	102	10	less	less	ADV
fusus-149	102	11	cloudy	cloudy	ADJ
fusus-149	102	12	between	between	ADP
fusus-149	102	13	the	the	DET
fusus-149	102	14	cancer	cancer	NOUN
fusus-149	102	15	and	and	CCONJ
fusus-149	102	16	capricorn	capricorn	PROPN
fusus-149	102	17	lines	line	NOUN
fusus-149	102	18	.	.	PUNCT
fusus-149	103	1	a.	a.	PROPN
fusus-149	103	2	f.	f.	PROPN
fusus-149	103	3	almarshoud	almarshoud	PROPN
fusus-149	103	4	/future	/future	NOUN
fusus-149	103	5	sustainability	sustainability	NOUN
fusus-149	103	6	may	may	AUX
fusus-149	103	7	2024|	2024|	NUM
fusus-149	103	8	volume	volume	VERB
fusus-149	103	9	02	02	NUM
fusus-149	103	10	|	|	NOUN
fusus-149	103	11	issue	issue	NOUN
fusus-149	103	12	02	02	NUM
fusus-149	103	13	|	|	NOUN
fusus-149	103	14	pages	page	NOUN
fusus-149	103	15	01	01	NUM
fusus-149	103	16	-	-	SYM
fusus-149	103	17	07	07	NUM
fusus-149	103	18	6	6	NUM
fusus-149	103	19	acknowledgment	acknowledgment	NOUN
fusus-149	103	20	researchers	researcher	NOUN
fusus-149	103	21	would	would	AUX
fusus-149	103	22	like	like	VERB
fusus-149	103	23	to	to	PART
fusus-149	103	24	thank	thank	VERB
fusus-149	103	25	all	all	DET
fusus-149	103	26	the	the	DET
fusus-149	103	27	entities	entity	NOUN
fusus-149	103	28	who	who	PRON
fusus-149	103	29	provided	provide	VERB
fusus-149	103	30	us	we	PRON
fusus-149	103	31	with	with	ADP
fusus-149	103	32	data	datum	NOUN
fusus-149	103	33	used	use	VERB
fusus-149	103	34	in	in	ADP
fusus-149	103	35	this	this	DET
fusus-149	103	36	research	research	NOUN
fusus-149	103	37	:	:	PUNCT
fusus-149	103	38	the	the	DET
fusus-149	103	39	king	king	NOUN
fusus-149	103	40	abdullah	abdullah	PROPN
fusus-149	103	41	city	city	PROPN
fusus-149	103	42	for	for	ADP
fusus-149	103	43	atomic	atomic	ADJ
fusus-149	103	44	and	and	CCONJ
fusus-149	103	45	renewable	renewable	ADJ
fusus-149	103	46	energy	energy	NOUN
fusus-149	103	47	k.a	k.a	PROPN
fusus-149	103	48	.	.	PROPN
fusus-149	103	49	care	care	PROPN
fusus-149	103	50	(	(	PUNCT
fusus-149	103	51	http://	http://	PROPN
fusus-149	103	52	rratlas.energy.gov.sa	rratlas.energy.gov.sa	PROPN
fusus-149	103	53	)	)	PUNCT
fusus-149	103	54	,	,	PUNCT
fusus-149	103	55	solargis	solargis	ADJ
fusus-149	103	56	(	(	PUNCT
fusus-149	103	57	https://solargis.com	https://solargis.com	NUM
fusus-149	103	58	)	)	PUNCT
fusus-149	103	59	,	,	PUNCT
fusus-149	103	60	suny	suny	PROPN
fusus-149	103	61	(	(	PUNCT
fusus-149	103	62	https://data.solaranywhere.com	https://data.solaranywhere.com	NOUN
fusus-149	103	63	)	)	PUNCT
fusus-149	103	64	,	,	PUNCT
fusus-149	103	65	and	and	CCONJ
fusus-149	103	66	solcast	solcast	NOUN
fusus-149	103	67	(	(	PUNCT
fusus-149	103	68	http://solcast.com	http://solcast.com	X
fusus-149	103	69	)	)	PUNCT
fusus-149	103	70	.	.	PUNCT
fusus-149	104	1	ethical	ethical	ADJ
fusus-149	104	2	issue	issue	NOUN
fusus-149	104	3	the	the	DET
fusus-149	104	4	author	author	NOUN
fusus-149	104	5	is	be	AUX
fusus-149	104	6	aware	aware	ADJ
fusus-149	104	7	of	of	ADP
fusus-149	104	8	and	and	CCONJ
fusus-149	104	9	comply	comply	ADJ
fusus-149	104	10	with	with	ADP
fusus-149	104	11	best	good	ADJ
fusus-149	104	12	practices	practice	NOUN
fusus-149	104	13	in	in	ADP
fusus-149	104	14	publication	publication	NOUN
fusus-149	104	15	ethics	ethic	NOUN
fusus-149	104	16	,	,	PUNCT
fusus-149	104	17	specifically	specifically	ADV
fusus-149	104	18	with	with	ADP
fusus-149	104	19	regard	regard	NOUN
fusus-149	104	20	to	to	ADP
fusus-149	104	21	authorship	authorship	NOUN
fusus-149	104	22	(	(	PUNCT
fusus-149	104	23	avoidance	avoidance	NOUN
fusus-149	104	24	of	of	ADP
fusus-149	104	25	guest	guest	NOUN
fusus-149	104	26	authorship	authorship	NOUN
fusus-149	104	27	)	)	PUNCT
fusus-149	104	28	,	,	PUNCT
fusus-149	104	29	dual	dual	ADJ
fusus-149	104	30	submission	submission	NOUN
fusus-149	104	31	,	,	PUNCT
fusus-149	104	32	manipulation	manipulation	NOUN
fusus-149	104	33	of	of	ADP
fusus-149	104	34	figures	figure	NOUN
fusus-149	104	35	,	,	PUNCT
fusus-149	104	36	competing	compete	VERB
fusus-149	104	37	interests	interest	NOUN
fusus-149	104	38	,	,	PUNCT
fusus-149	104	39	and	and	CCONJ
fusus-149	104	40	compliance	compliance	NOUN
fusus-149	104	41	with	with	ADP
fusus-149	104	42	policies	policy	NOUN
fusus-149	104	43	on	on	ADP
fusus-149	104	44	research	research	NOUN
fusus-149	104	45	ethics	ethic	NOUN
fusus-149	104	46	.	.	PUNCT
fusus-149	105	1	the	the	DET
fusus-149	105	2	author	author	NOUN
fusus-149	105	3	adheres	adhere	VERB
fusus-149	105	4	to	to	ADP
fusus-149	105	5	publication	publication	NOUN
fusus-149	105	6	requirements	requirement	NOUN
fusus-149	105	7	that	that	SCONJ
fusus-149	105	8	the	the	DET
fusus-149	105	9	submitted	submit	VERB
fusus-149	105	10	work	work	NOUN
fusus-149	105	11	is	be	AUX
fusus-149	105	12	original	original	ADJ
fusus-149	105	13	and	and	CCONJ
fusus-149	105	14	has	have	AUX
fusus-149	105	15	not	not	PART
fusus-149	105	16	been	be	AUX
fusus-149	105	17	published	publish	VERB
fusus-149	105	18	elsewhere	elsewhere	ADV
fusus-149	105	19	.	.	PUNCT
fusus-149	106	1	data	datum	NOUN
fusus-149	106	2	availability	availability	NOUN
fusus-149	106	3	statement	statement	NOUN
fusus-149	106	4	the	the	DET
fusus-149	106	5	manuscript	manuscript	NOUN
fusus-149	106	6	contains	contain	VERB
fusus-149	106	7	all	all	DET
fusus-149	106	8	the	the	DET
fusus-149	106	9	data	datum	NOUN
fusus-149	106	10	.	.	PUNCT
fusus-149	107	1	however	however	ADV
fusus-149	107	2	,	,	PUNCT
fusus-149	107	3	more	more	ADJ
fusus-149	107	4	data	datum	NOUN
fusus-149	107	5	will	will	AUX
fusus-149	107	6	be	be	AUX
fusus-149	107	7	available	available	ADJ
fusus-149	107	8	upon	upon	SCONJ
fusus-149	107	9	request	request	NOUN
fusus-149	107	10	from	from	ADP
fusus-149	107	11	the	the	DET
fusus-149	107	12	author	author	NOUN
fusus-149	107	13	.	.	PUNCT
fusus-149	108	1	conflict	conflict	NOUN
fusus-149	108	2	of	of	ADP
fusus-149	108	3	interest	interest	NOUN
fusus-149	108	4	the	the	DET
fusus-149	108	5	author	author	NOUN
fusus-149	108	6	declares	declare	VERB
fusus-149	108	7	no	no	DET
fusus-149	108	8	potential	potential	ADJ
fusus-149	108	9	conflict	conflict	NOUN
fusus-149	108	10	of	of	ADP
fusus-149	108	11	interest	interest	NOUN
fusus-149	108	12	.	.	PUNCT
fusus-149	109	1	references	reference	NOUN
fusus-149	109	2	[	[	X
fusus-149	109	3	1	1	NUM
fusus-149	109	4	]	]	X
fusus-149	109	5	k.a.care	k.a.care	NOUN
fusus-149	109	6	.	.	PUNCT
fusus-149	110	1	renewable	renewable	ADJ
fusus-149	110	2	resource	resource	NOUN
fusus-149	110	3	atlas	atlas	PROPN
fusus-149	110	4	,	,	PUNCT
fusus-149	110	5	king	king	NOUN
fusus-149	110	6	abdullah	abdullah	PROPN
fusus-149	110	7	city	city	PROPN
fusus-149	110	8	for	for	ADP
fusus-149	110	9	atomic	atomic	ADJ
fusus-149	110	10	and	and	CCONJ
fusus-149	110	11	renewable	renewable	ADJ
fusus-149	110	12	energy	energy	NOUN
fusus-149	110	13	(	(	PUNCT
fusus-149	110	14	k.a.care	k.a.care	NOUN
fusus-149	110	15	)	)	PUNCT
fusus-149	110	16	,	,	PUNCT
fusus-149	110	17	saudi	saudi	PROPN
fusus-149	110	18	arabia	arabia	PROPN
fusus-149	110	19	,	,	PUNCT
fusus-149	110	20	〈	〈	PROPN
fusus-149	110	21	http://	http://	PROPN
fusus-149	110	22	rratlas.energy.gov.sa	rratlas.energy.gov.sa	PROPN
fusus-149	110	23	〉	〉	PROPN
fusus-149	110	24	.	.	PUNCT
fusus-149	111	1	[	[	X
fusus-149	111	2	2	2	X
fusus-149	111	3	]	]	X
fusus-149	111	4	zell	zell	PROPN
fusus-149	111	5	erica	erica	PROPN
fusus-149	111	6	,	,	PUNCT
fusus-149	111	7	gasim	gasim	PROPN
fusus-149	111	8	sami	sami	PROPN
fusus-149	111	9	,	,	PUNCT
fusus-149	111	10	wilcox	wilcox	PROPN
fusus-149	111	11	stephen	stephen	PROPN
fusus-149	111	12	,	,	PUNCT
fusus-149	111	13	katamoura	katamoura	PROPN
fusus-149	111	14	suzan	suzan	PROPN
fusus-149	111	15	,	,	PUNCT
fusus-149	111	16	stoffel	stoffel	PROPN
fusus-149	111	17	thomas	thomas	PROPN
fusus-149	111	18	,	,	PUNCT
fusus-149	111	19	shibli	shibli	PROPN
fusus-149	111	20	husain	husain	PROPN
fusus-149	111	21	,	,	PUNCT
fusus-149	111	22	engel	engel	PROPN
fusus-149	111	23	-	-	PUNCT
fusus-149	111	24	cox	cox	PROPN
fusus-149	111	25	jill	jill	PROPN
fusus-149	111	26	,	,	PUNCT
fusus-149	111	27	subie	subie	PROPN
fusus-149	111	28	madi	madi	PROPN
fusus-149	111	29	al	al	PROPN
fusus-149	111	30	.	.	PROPN
fusus-149	111	31	2015	2015	NUM
fusus-149	111	32	.	.	PUNCT
fusus-149	112	1	assessment	assessment	NOUN
fusus-149	112	2	of	of	ADP
fusus-149	112	3	solar	solar	ADJ
fusus-149	112	4	radiation	radiation	NOUN
fusus-149	112	5	resources	resource	NOUN
fusus-149	112	6	in	in	ADP
fusus-149	112	7	saudi	saudi	PROPN
fusus-149	112	8	arabia	arabia	PROPN
fusus-149	112	9	.	.	PUNCT
fusus-149	113	1	sol	sol	PROPN
fusus-149	113	2	energy	energy	PROPN
fusus-149	113	3	119:422–38	119:422–38	NUM
fusus-149	113	4	.	.	PUNCT
fusus-149	114	1	http://dx.doi.org/	http://dx.doi.org/	X
fusus-149	114	2	10.1016	10.1016	NUM
fusus-149	114	3	/	/	SYM
fusus-149	114	4	j.solener.2015.06.031	j.solener.2015.06.031	PROPN
fusus-149	114	5	.	.	PUNCT
fusus-149	115	1	[	[	X
fusus-149	115	2	3	3	NUM
fusus-149	115	3	]	]	X
fusus-149	115	4	huang	huang	PROPN
fusus-149	115	5	,	,	PUNCT
fusus-149	115	6	g.h	g.h	PROPN
fusus-149	115	7	.	.	PROPN
fusus-149	115	8	,	,	PUNCT
fusus-149	115	9	li	li	PROPN
fusus-149	115	10	,	,	PUNCT
fusus-149	115	11	x.	x.	PROPN
fusus-149	115	12	,	,	PUNCT
fusus-149	115	13	ma	ma	PROPN
fusus-149	115	14	,	,	PUNCT
fusus-149	115	15	m.g	m.g	PROPN
fusus-149	115	16	.	.	PROPN
fusus-149	115	17	,	,	PUNCT
fusus-149	115	18	li	li	PROPN
fusus-149	115	19	,	,	PUNCT
fusus-149	115	20	h.y	h.y	PROPN
fusus-149	115	21	.	.	PROPN
fusus-149	115	22	,	,	PUNCT
fusus-149	115	23	huang	huang	PROPN
fusus-149	115	24	,	,	PUNCT
fusus-149	115	25	c.l	c.l	PROPN
fusus-149	115	26	.	.	PROPN
fusus-149	115	27	,	,	PUNCT
fusus-149	115	28	2016	2016	NUM
fusus-149	115	29	.	.	PUNCT
fusus-149	116	1	high	high	ADJ
fusus-149	116	2	resolution	resolution	NOUN
fusus-149	116	3	surface	surface	NOUN
fusus-149	116	4	radiation	radiation	NOUN
fusus-149	116	5	products	product	NOUN
fusus-149	116	6	for	for	ADP
fusus-149	116	7	studies	study	NOUN
fusus-149	116	8	of	of	ADP
fusus-149	116	9	regional	regional	ADJ
fusus-149	116	10	energy	energy	NOUN
fusus-149	116	11	,	,	PUNCT
fusus-149	116	12	hydrologic	hydrologic	NOUN
fusus-149	116	13	and	and	CCONJ
fusus-149	116	14	ecological	ecological	ADJ
fusus-149	116	15	processes	process	NOUN
fusus-149	116	16	over	over	ADP
fusus-149	116	17	heihe	heihe	PROPN
fusus-149	116	18	river	river	PROPN
fusus-149	116	19	basin	basin	NOUN
fusus-149	116	20	,	,	PUNCT
fusus-149	116	21	northwest	northwest	PROPN
fusus-149	116	22	china	china	PROPN
fusus-149	116	23	.	.	PUNCT
fusus-149	117	1	agric	agric	PROPN
fusus-149	117	2	.	.	PUNCT
fusus-149	118	1	for	for	ADP
fusus-149	118	2	.	.	PUNCT
fusus-149	119	1	meteorol	meteorol	NOUN
fusus-149	119	2	230:67–78	230:67–78	PROPN
fusus-149	119	3	.	.	PUNCT
fusus-149	120	1	[	[	X
fusus-149	120	2	4	4	NUM
fusus-149	120	3	]	]	X
fusus-149	120	4	huang	huang	PROPN
fusus-149	120	5	,	,	PUNCT
fusus-149	120	6	g.h	g.h	PROPN
fusus-149	120	7	.	.	PROPN
fusus-149	120	8	,	,	PUNCT
fusus-149	120	9	ma	ma	PROPN
fusus-149	120	10	,	,	PUNCT
fusus-149	120	11	m.g	m.g	PROPN
fusus-149	120	12	.	.	PROPN
fusus-149	120	13	,	,	PUNCT
fusus-149	120	14	liang	liang	PROPN
fusus-149	120	15	,	,	PUNCT
fusus-149	120	16	s.l	s.l	PROPN
fusus-149	120	17	.	.	PROPN
fusus-149	120	18	,	,	PUNCT
fusus-149	120	19	liu	liu	PROPN
fusus-149	120	20	,	,	PUNCT
fusus-149	120	21	s.m	s.m	PROPN
fusus-149	120	22	.	.	PROPN
fusus-149	120	23	,	,	PUNCT
fusus-149	120	24	li	li	PROPN
fusus-149	120	25	,	,	PUNCT
fusus-149	120	26	x.	x.	NOUN
fusus-149	120	27	,	,	PUNCT
fusus-149	120	28	2011	2011	NUM
fusus-149	120	29	.	.	PUNCT
fusus-149	121	1	a	a	DET
fusus-149	121	2	lut	lut	PROPN
fusus-149	121	3	-	-	PUNCT
fusus-149	121	4	based	base	VERB
fusus-149	121	5	approach	approach	NOUN
fusus-149	121	6	to	to	PART
fusus-149	121	7	estimate	estimate	VERB
fusus-149	121	8	surface	surface	NOUN
fusus-149	121	9	solar	solar	ADJ
fusus-149	121	10	irradiance	irradiance	NOUN
fusus-149	121	11	by	by	ADP
fusus-149	121	12	combining	combine	VERB
fusus-149	121	13	modis	modis	PROPN
fusus-149	121	14	and	and	CCONJ
fusus-149	121	15	mtsat	mtsat	VERB
fusus-149	121	16	data	datum	NOUN
fusus-149	121	17	.	.	PUNCT
fusus-149	122	1	j.	j.	PROPN
fusus-149	122	2	geophys	geophys	PROPN
fusus-149	122	3	.	.	PUNCT
fusus-149	123	1	res.-atmos	res.-atmos	PROPN
fusus-149	123	2	.	.	PROPN
fusus-149	124	1	116	116	NUM
fusus-149	124	2	.	.	PUNCT
fusus-149	125	1	[	[	X
fusus-149	125	2	5	5	NUM
fusus-149	125	3	]	]	X
fusus-149	125	4	kim	kim	PROPN
fusus-149	125	5	,	,	PUNCT
fusus-149	125	6	h.y	h.y	PROPN
fusus-149	125	7	.	.	PROPN
fusus-149	125	8	,	,	PUNCT
fusus-149	125	9	liang	liang	PROPN
fusus-149	125	10	,	,	PUNCT
fusus-149	125	11	s.l	s.l	PROPN
fusus-149	125	12	.	.	PROPN
fusus-149	125	13	,	,	PUNCT
fusus-149	125	14	2010	2010	NUM
fusus-149	125	15	.	.	PUNCT
fusus-149	126	1	development	development	NOUN
fusus-149	126	2	of	of	ADP
fusus-149	126	3	a	a	DET
fusus-149	126	4	hybrid	hybrid	ADJ
fusus-149	126	5	method	method	NOUN
fusus-149	126	6	for	for	ADP
fusus-149	126	7	estimating	estimate	VERB
fusus-149	126	8	land	land	NOUN
fusus-149	126	9	surface	surface	NOUN
fusus-149	126	10	shortwave	shortwave	VERB
fusus-149	126	11	net	net	ADJ
fusus-149	126	12	radiation	radiation	NOUN
fusus-149	126	13	from	from	ADP
fusus-149	126	14	modis	modis	PROPN
fusus-149	126	15	data	data	PROPN
fusus-149	126	16	.	.	PUNCT
fusus-149	127	1	remote	remote	PROPN
fusus-149	127	2	sens	sens	PROPN
fusus-149	127	3	.	.	PROPN
fusus-149	127	4	environ	environ	PROPN
fusus-149	127	5	114:2393–2402	114:2393–2402	PROPN
fusus-149	127	6	.	.	PUNCT
fusus-149	128	1	[	[	X
fusus-149	128	2	6	6	NUM
fusus-149	128	3	]	]	X
fusus-149	128	4	tang	tang	PROPN
fusus-149	128	5	,	,	PUNCT
fusus-149	128	6	w.j	w.j	PROPN
fusus-149	128	7	.	.	PROPN
fusus-149	128	8	,	,	PUNCT
fusus-149	128	9	qin	qin	PROPN
fusus-149	128	10	,	,	PUNCT
fusus-149	128	11	j.	j.	PROPN
fusus-149	128	12	,	,	PUNCT
fusus-149	128	13	yang	yang	PROPN
fusus-149	128	14	,	,	PUNCT
fusus-149	128	15	k.	k.	PROPN
fusus-149	128	16	,	,	PUNCT
fusus-149	128	17	liu	liu	PROPN
fusus-149	128	18	,	,	PUNCT
fusus-149	128	19	s.m	s.m	PROPN
fusus-149	128	20	.	.	PROPN
fusus-149	128	21	,	,	PUNCT
fusus-149	128	22	lu	lu	PROPN
fusus-149	128	23	,	,	PUNCT
fusus-149	128	24	n.	n.	NOUN
fusus-149	128	25	,	,	PUNCT
fusus-149	128	26	niu	niu	PROPN
fusus-149	128	27	,	,	PUNCT
fusus-149	128	28	x.l	x.l	PROPN
fusus-149	128	29	.	.	PROPN
fusus-149	128	30	,	,	PUNCT
fusus-149	128	31	2016	2016	NUM
fusus-149	128	32	.	.	PUNCT
fusus-149	128	33	retrieving	retrieve	VERB
fusus-149	128	34	high	high	ADJ
fusus-149	128	35	-	-	PUNCT
fusus-149	128	36	resolution	resolution	NOUN
fusus-149	128	37	surface	surface	NOUN
fusus-149	128	38	solar	solar	ADJ
fusus-149	128	39	radiation	radiation	NOUN
fusus-149	128	40	with	with	ADP
fusus-149	128	41	cloud	cloud	NOUN
fusus-149	128	42	parameters	parameter	NOUN
fusus-149	128	43	derived	derive	VERB
fusus-149	128	44	by	by	ADP
fusus-149	128	45	combining	combine	VERB
fusus-149	128	46	modis	modis	PROPN
fusus-149	128	47	and	and	CCONJ
fusus-149	128	48	mtsat	mtsat	VERB
fusus-149	128	49	data	datum	NOUN
fusus-149	128	50	.	.	PUNCT
fusus-149	129	1	atmos	atmos	PROPN
fusus-149	129	2	.	.	PUNCT
fusus-149	129	3	chem	chem	PROPN
fusus-149	129	4	.	.	PUNCT
fusus-149	130	1	phys	phy	NOUN
fusus-149	130	2	16:2543–2557	16:2543–2557	NUM
fusus-149	130	3	.	.	PUNCT
fusus-149	131	1	[	[	X
fusus-149	131	2	7	7	NUM
fusus-149	131	3	]	]	X
fusus-149	131	4	zhang	zhang	PROPN
fusus-149	131	5	,	,	PUNCT
fusus-149	131	6	y.	y.	PROPN
fusus-149	131	7	,	,	PUNCT
fusus-149	131	8	he	he	PRON
fusus-149	131	9	,	,	PUNCT
fusus-149	131	10	t.	t.	PROPN
fusus-149	131	11	,	,	PUNCT
fusus-149	131	12	liang	liang	PROPN
fusus-149	131	13	,	,	PUNCT
fusus-149	131	14	s.l	s.l	PROPN
fusus-149	131	15	.	.	PROPN
fusus-149	131	16	,	,	PUNCT
fusus-149	131	17	wang	wang	PROPN
fusus-149	131	18	,	,	PUNCT
fusus-149	131	19	d.d	d.d	PROPN
fusus-149	131	20	.	.	PROPN
fusus-149	131	21	,	,	PUNCT
fusus-149	131	22	2018	2018	NUM
fusus-149	131	23	.	.	PUNCT
fusus-149	131	24	estimation	estimation	NOUN
fusus-149	131	25	of	of	ADP
fusus-149	131	26	all	all	DET
fusus-149	131	27	-	-	PUNCT
fusus-149	131	28	sky	sky	NOUN
fusus-149	131	29	instantaneous	instantaneous	ADJ
fusus-149	131	30	surface	surface	NOUN
fusus-149	131	31	incident	incident	NOUN
fusus-149	131	32	shortwave	shortwave	NOUN
fusus-149	131	33	radiation	radiation	NOUN
fusus-149	131	34	from	from	ADP
fusus-149	131	35	moderate	moderate	ADJ
fusus-149	131	36	resolution	resolution	NOUN
fusus-149	131	37	imaging	imaging	NOUN
fusus-149	131	38	spectroradiometer	spectroradiometer	NOUN
fusus-149	131	39	data	datum	NOUN
fusus-149	131	40	using	use	VERB
fusus-149	131	41	optimization	optimization	NOUN
fusus-149	131	42	method	method	NOUN
fusus-149	131	43	.	.	PUNCT
fusus-149	132	1	remote	remote	PROPN
fusus-149	132	2	sens	sens	PROPN
fusus-149	132	3	.	.	PROPN
fusus-149	132	4	environ	environ	PROPN
fusus-149	132	5	209:468–479	209:468–479	NUM
fusus-149	132	6	.	.	PUNCT
fusus-149	133	1	[	[	X
fusus-149	133	2	8	8	NUM
fusus-149	133	3	]	]	X
fusus-149	133	4	huang	huang	PROPN
fusus-149	133	5	,	,	PUNCT
fusus-149	133	6	g.	g.	PROPN
fusus-149	133	7	,	,	PUNCT
fusus-149	133	8	li	li	PROPN
fusus-149	133	9	,	,	PUNCT
fusus-149	133	10	z.	z.	PROPN
fusus-149	133	11	,	,	PUNCT
fusus-149	133	12	li	li	PROPN
fusus-149	133	13	,	,	PUNCT
fusus-149	133	14	x.	x.	PROPN
fusus-149	133	15	,	,	PUNCT
fusus-149	133	16	liang	liang	PROPN
fusus-149	133	17	,	,	PUNCT
fusus-149	133	18	s.	s.	PROPN
fusus-149	133	19	,	,	PUNCT
fusus-149	133	20	yang	yang	PROPN
fusus-149	133	21	,	,	PUNCT
fusus-149	133	22	k.	k.	PROPN
fusus-149	133	23	,	,	PUNCT
fusus-149	133	24	wang	wang	PROPN
fusus-149	133	25	,	,	PUNCT
fusus-149	133	26	d.	d.	PROPN
fusus-149	133	27	,	,	PUNCT
fusus-149	133	28	and	and	CCONJ
fusus-149	133	29	zhang	zhang	PROPN
fusus-149	133	30	,	,	PUNCT
fusus-149	133	31	y.	y.	PROPN
fusus-149	133	32	2019	2019	NUM
fusus-149	133	33	.	.	PUNCT
fusus-149	134	1	estimating	estimate	VERB
fusus-149	134	2	surface	surface	NOUN
fusus-149	134	3	solar	solar	ADJ
fusus-149	134	4	irradiance	irradiance	NOUN
fusus-149	134	5	from	from	ADP
fusus-149	134	6	satellites	satellite	NOUN
fusus-149	134	7	:	:	PUNCT
fusus-149	134	8	past	past	ADJ
fusus-149	134	9	,	,	PUNCT
fusus-149	134	10	present	present	ADJ
fusus-149	134	11	,	,	PUNCT
fusus-149	134	12	and	and	CCONJ
fusus-149	134	13	future	future	ADJ
fusus-149	134	14	perspectives	perspective	NOUN
fusus-149	134	15	,	,	PUNCT
fusus-149	134	16	remote	remote	PROPN
fusus-149	134	17	sens	sen	NOUN
fusus-149	134	18	.	.	PROPN
fusus-149	134	19	environ	environ	X
fusus-149	134	20	233	233	NUM
fusus-149	134	21	:	:	PUNCT
fusus-149	134	22	111371	111371	NUM
fusus-149	134	23	.	.	PUNCT
fusus-149	135	1	https://doi.org/10.1016/j.rse.2019.111371	https://doi.org/10.1016/j.rse.2019.111371	PROPN
fusus-149	136	1	[	[	X
fusus-149	136	2	9	9	NUM
fusus-149	136	3	]	]	X
fusus-149	136	4	cano	cano	PROPN
fusus-149	136	5	,	,	PUNCT
fusus-149	136	6	d.	d.	PROPN
fusus-149	136	7	,	,	PUNCT
fusus-149	136	8	monget	monget	PROPN
fusus-149	136	9	,	,	PUNCT
fusus-149	136	10	j.m	j.m	PROPN
fusus-149	136	11	.	.	PROPN
fusus-149	136	12	,	,	PUNCT
fusus-149	136	13	albuisson	albuisson	PROPN
fusus-149	136	14	,	,	PUNCT
fusus-149	136	15	m.	m.	NOUN
fusus-149	136	16	,	,	PUNCT
fusus-149	136	17	guillard	guillard	PROPN
fusus-149	136	18	,	,	PUNCT
fusus-149	136	19	h.	h.	PROPN
fusus-149	136	20	,	,	PUNCT
fusus-149	136	21	regas	regas	PROPN
fusus-149	136	22	,	,	PUNCT
fusus-149	136	23	n.	n.	NOUN
fusus-149	136	24	,	,	PUNCT
fusus-149	136	25	wald	wald	PROPN
fusus-149	136	26	,	,	PUNCT
fusus-149	136	27	l.	l.	PROPN
fusus-149	136	28	,	,	PUNCT
fusus-149	136	29	1986	1986	NUM
fusus-149	136	30	.	.	PUNCT
fusus-149	137	1	a	a	DET
fusus-149	137	2	method	method	NOUN
fusus-149	137	3	for	for	ADP
fusus-149	137	4	the	the	DET
fusus-149	137	5	determination	determination	NOUN
fusus-149	137	6	of	of	ADP
fusus-149	137	7	the	the	DET
fusus-149	137	8	global	global	ADJ
fusus-149	137	9	solar	solar	ADJ
fusus-149	137	10	-	-	PUNCT
fusus-149	137	11	radiation	radiation	NOUN
fusus-149	137	12	from	from	ADP
fusus-149	137	13	meteorological	meteorological	ADJ
fusus-149	137	14	satellite	satellite	NOUN
fusus-149	137	15	data	datum	NOUN
fusus-149	137	16	.	.	PUNCT
fusus-149	138	1	sol	sol	PROPN
fusus-149	138	2	.	.	PUNCT
fusus-149	139	1	energy	energy	NOUN
fusus-149	139	2	37:31–39	37:31–39	NUM
fusus-149	139	3	.	.	PUNCT
fusus-149	140	1	[	[	X
fusus-149	140	2	10	10	NUM
fusus-149	140	3	]	]	X
fusus-149	140	4	qu	qu	PROPN
fusus-149	140	5	,	,	PUNCT
fusus-149	140	6	z.	z.	PROPN
fusus-149	140	7	,	,	PUNCT
fusus-149	140	8	oumbe	oumbe	PROPN
fusus-149	140	9	,	,	PUNCT
fusus-149	140	10	a.	a.	NOUN
fusus-149	140	11	,	,	PUNCT
fusus-149	140	12	blanc	blanc	NOUN
fusus-149	140	13	,	,	PUNCT
fusus-149	140	14	p.	p.	NOUN
fusus-149	140	15	,	,	PUNCT
fusus-149	140	16	lefevre	lefevre	PROPN
fusus-149	140	17	,	,	PUNCT
fusus-149	140	18	m.	m.	NOUN
fusus-149	140	19	,	,	PUNCT
fusus-149	140	20	wald	wald	PROPN
fusus-149	140	21	,	,	PUNCT
fusus-149	140	22	l.	l.	PROPN
fusus-149	140	23	2012	2012	NUM
fusus-149	140	24	.	.	PUNCT
fusus-149	141	1	a	a	DET
fusus-149	141	2	new	new	ADJ
fusus-149	141	3	method	method	NOUN
fusus-149	141	4	for	for	ADP
fusus-149	141	5	assessing	assess	VERB
fusus-149	141	6	surface	surface	NOUN
fusus-149	141	7	solar	solar	ADJ
fusus-149	141	8	irradiance	irradiance	NOUN
fusus-149	141	9	:	:	PUNCT
fusus-149	141	10	heliosat-4	heliosat-4	NUM
fusus-149	141	11	.	.	PUNCT
fusus-149	142	1	in	in	ADP
fusus-149	142	2	:	:	PUNCT
fusus-149	142	3	geophysical	geophysical	ADJ
fusus-149	142	4	research	research	NOUN
fusus-149	142	5	abstracts	abstract	NOUN
fusus-149	142	6	.	.	PUNCT
fusus-149	143	1	[	[	X
fusus-149	143	2	11	11	NUM
fusus-149	143	3	]	]	SYM
fusus-149	143	4	rigollier	rigollier	NOUN
fusus-149	143	5	,	,	PUNCT
fusus-149	143	6	c.	c.	PROPN
fusus-149	143	7	,	,	PUNCT
fusus-149	143	8	lefevre	lefevre	PROPN
fusus-149	143	9	,	,	PUNCT
fusus-149	143	10	m.	m.	NOUN
fusus-149	143	11	,	,	PUNCT
fusus-149	143	12	wald	wald	PROPN
fusus-149	143	13	,	,	PUNCT
fusus-149	143	14	l.	l.	PROPN
fusus-149	143	15	2004	2004	NUM
fusus-149	143	16	.	.	PUNCT
fusus-149	144	1	the	the	DET
fusus-149	144	2	method	method	NOUN
fusus-149	144	3	heliosat-2	heliosat-2	PROPN
fusus-149	144	4	for	for	ADP
fusus-149	144	5	deriving	derive	VERB
fusus-149	144	6	shortwave	shortwave	ADJ
fusus-149	144	7	solar	solar	ADJ
fusus-149	144	8	radiation	radiation	NOUN
fusus-149	144	9	from	from	ADP
fusus-149	144	10	satellite	satellite	NOUN
fusus-149	144	11	images	image	NOUN
fusus-149	144	12	.	.	PUNCT
fusus-149	145	1	sol	sol	NOUN
fusus-149	145	2	.	.	PUNCT
fusus-149	146	1	energy	energy	PROPN
fusus-149	146	2	77:159–169	77:159–169	PROPN
fusus-149	146	3	.	.	PUNCT
fusus-149	147	1	[	[	X
fusus-149	147	2	12	12	NUM
fusus-149	147	3	]	]	X
fusus-149	147	4	perez	perez	PROPN
fusus-149	147	5	,	,	PUNCT
fusus-149	147	6	r.	r.	PROPN
fusus-149	147	7	,	,	PUNCT
fusus-149	147	8	schlemmer	schlemmer	PROPN
fusus-149	147	9	,	,	PUNCT
fusus-149	147	10	j.	j.	PROPN
fusus-149	147	11	,	,	PUNCT
fusus-149	147	12	hemker	hemker	NOUN
fusus-149	147	13	,	,	PUNCT
fusus-149	147	14	k.	k.	PROPN
fusus-149	147	15	,	,	PUNCT
fusus-149	147	16	kivalov	kivalov	PROPN
fusus-149	147	17	,	,	PUNCT
fusus-149	147	18	s.	s.	PROPN
fusus-149	147	19	,	,	PUNCT
fusus-149	147	20	kankiewicz	kankiewicz	PROPN
fusus-149	147	21	,	,	PUNCT
fusus-149	147	22	a.	a.	NOUN
fusus-149	147	23	,	,	PUNCT
fusus-149	147	24	gueymard	gueymard	NOUN
fusus-149	147	25	,	,	PUNCT
fusus-149	147	26	c.	c.	PROPN
fusus-149	147	27	2015	2015	NUM
fusus-149	147	28	.	.	PUNCT
fusus-149	148	1	satellite	satellite	NOUN
fusus-149	148	2	-	-	PUNCT
fusus-149	148	3	toirradiance	toirradiance	NOUN
fusus-149	148	4	modeling	model	VERB
fusus-149	148	5	a	a	DET
fusus-149	148	6	new	new	ADJ
fusus-149	148	7	version	version	NOUN
fusus-149	148	8	of	of	ADP
fusus-149	148	9	the	the	DET
fusus-149	148	10	suny	suny	PROPN
fusus-149	148	11	model	model	NOUN
fusus-149	148	12	.	.	PUNCT
fusus-149	149	1	in	in	ADP
fusus-149	149	2	:	:	PUNCT
fusus-149	149	3	ieee	ieee	PROPN
fusus-149	149	4	42nd	42nd	PROPN
fusus-149	149	5	photovoltaic	photovoltaic	NOUN
fusus-149	149	6	specialist	specialist	NOUN
fusus-149	149	7	conference	conference	NOUN
fusus-149	149	8	.	.	PUNCT
fusus-149	150	1	[	[	X
fusus-149	150	2	13	13	NUM
fusus-149	150	3	]	]	X
fusus-149	150	4	bisht	bisht	PROPN
fusus-149	150	5	,	,	PUNCT
fusus-149	150	6	g.	g.	PROPN
fusus-149	150	7	,	,	PUNCT
fusus-149	150	8	venturini	venturini	PROPN
fusus-149	150	9	,	,	PUNCT
fusus-149	150	10	v.	v.	PROPN
fusus-149	150	11	,	,	PUNCT
fusus-149	150	12	islam	islam	PROPN
fusus-149	150	13	,	,	PUNCT
fusus-149	150	14	s.	s.	PROPN
fusus-149	150	15	,	,	PUNCT
fusus-149	150	16	jiang	jiang	PROPN
fusus-149	150	17	,	,	PUNCT
fusus-149	150	18	l.	l.	PROPN
fusus-149	150	19	2005	2005	NUM
fusus-149	150	20	.	.	PUNCT
fusus-149	151	1	estimation	estimation	NOUN
fusus-149	151	2	of	of	ADP
fusus-149	151	3	the	the	DET
fusus-149	151	4	net	net	ADJ
fusus-149	151	5	radiation	radiation	NOUN
fusus-149	151	6	using	use	VERB
fusus-149	151	7	modis	modis	PROPN
fusus-149	151	8	(	(	PUNCT
fusus-149	151	9	moderate	moderate	ADJ
fusus-149	151	10	resolution	resolution	NOUN
fusus-149	151	11	imaging	imaging	NOUN
fusus-149	151	12	spectroradiometer	spectroradiometer	NOUN
fusus-149	151	13	)	)	PUNCT
fusus-149	151	14	data	datum	NOUN
fusus-149	151	15	for	for	ADP
fusus-149	151	16	clear	clear	ADJ
fusus-149	151	17	sky	sky	NOUN
fusus-149	151	18	days	day	NOUN
fusus-149	151	19	.	.	PUNCT
fusus-149	152	1	remote	remote	PROPN
fusus-149	152	2	sens	sens	PROPN
fusus-149	152	3	.	.	PROPN
fusus-149	152	4	environ	environ	PROPN
fusus-149	152	5	.	.	PUNCT
fusus-149	153	1	97:52	97:52	NUM
fusus-149	153	2	–	–	PUNCT
fusus-149	153	3	67	67	NUM
fusus-149	153	4	.	.	PUNCT
fusus-149	154	1	[	[	X
fusus-149	154	2	14	14	NUM
fusus-149	154	3	]	]	X
fusus-149	154	4	hollmann	hollmann	PROPN
fusus-149	154	5	,	,	PUNCT
fusus-149	154	6	r.	r.	PROPN
fusus-149	154	7	,	,	PUNCT
fusus-149	154	8	mueller	mueller	PROPN
fusus-149	154	9	,	,	PUNCT
fusus-149	154	10	r.w	r.w	PROPN
fusus-149	154	11	.	.	PROPN
fusus-149	154	12	,	,	PUNCT
fusus-149	154	13	gratzki	gratzki	NOUN
fusus-149	154	14	,	,	PUNCT
fusus-149	154	15	a.	a.	NOUN
fusus-149	154	16	,	,	PUNCT
fusus-149	154	17	2006	2006	NUM
fusus-149	154	18	.	.	PUNCT
fusus-149	155	1	cm	cm	NOUN
fusus-149	155	2	-	-	PUNCT
fusus-149	155	3	saf	saf	PROPN
fusus-149	155	4	surface	surface	NOUN
fusus-149	155	5	radiation	radiation	NOUN
fusus-149	155	6	budget	budget	NOUN
fusus-149	155	7	:	:	PUNCT
fusus-149	155	8	first	first	ADJ
fusus-149	155	9	results	result	VERB
fusus-149	155	10	with	with	ADP
fusus-149	155	11	avhrr	avhrr	NOUN
fusus-149	155	12	data	datum	NOUN
fusus-149	155	13	.	.	PUNCT
fusus-149	156	1	atmospheric	atmospheric	ADJ
fusus-149	156	2	remote	remote	ADJ
fusus-149	156	3	sensing	sensing	NOUN
fusus-149	156	4	:	:	PUNCT
fusus-149	156	5	earth	earth	NOUN
fusus-149	156	6	's	's	PART
fusus-149	156	7	surface	surface	NOUN
fusus-149	156	8	,	,	PUNCT
fusus-149	156	9	troposphere	troposphere	ADV
fusus-149	156	10	,	,	PUNCT
fusus-149	156	11	stratosphere	stratosphere	NOUN
fusus-149	156	12	and	and	CCONJ
fusus-149	156	13	mesosphere	mesosphere	PROPN
fusus-149	156	14	ii	ii	PROPN
fusus-149	156	15	37:2166–2171	37:2166–2171	NUM
fusus-149	156	16	.	.	PUNCT
fusus-149	157	1	[	[	X
fusus-149	157	2	15	15	NUM
fusus-149	157	3	]	]	X
fusus-149	157	4	deneke	deneke	NOUN
fusus-149	157	5	,	,	PUNCT
fusus-149	157	6	h.m	h.m	PROPN
fusus-149	157	7	.	.	PROPN
fusus-149	157	8	,	,	PUNCT
fusus-149	157	9	feijt	feijt	PROPN
fusus-149	157	10	,	,	PUNCT
fusus-149	157	11	a.j	a.j	PROPN
fusus-149	157	12	.	.	PROPN
fusus-149	157	13	,	,	PUNCT
fusus-149	157	14	roebeling	roebeling	NOUN
fusus-149	157	15	,	,	PUNCT
fusus-149	157	16	r.a	r.a	PROPN
fusus-149	157	17	.	.	PROPN
fusus-149	157	18	,	,	PUNCT
fusus-149	157	19	2008	2008	NUM
fusus-149	157	20	.	.	PUNCT
fusus-149	158	1	estimating	estimate	VERB
fusus-149	158	2	surface	surface	NOUN
fusus-149	158	3	solar	solar	ADJ
fusus-149	158	4	irradiance	irradiance	NOUN
fusus-149	158	5	from	from	ADP
fusus-149	158	6	meteosat	meteosat	VERB
fusus-149	158	7	seviri	seviri	NOUN
fusus-149	158	8	-	-	PUNCT
fusus-149	158	9	derived	derive	VERB
fusus-149	158	10	cloud	cloud	NOUN
fusus-149	158	11	properties	property	NOUN
fusus-149	158	12	.	.	PUNCT
fusus-149	159	1	remote	remote	PROPN
fusus-149	159	2	sens	sens	PROPN
fusus-149	159	3	.	.	PROPN
fusus-149	159	4	environ	environ	X
fusus-149	159	5	112:3131–3141	112:3131–3141	NUM
fusus-149	159	6	.	.	PUNCT
fusus-149	160	1	[	[	X
fusus-149	160	2	16	16	NUM
fusus-149	160	3	]	]	PUNCT
fusus-149	160	4	forman	forman	PROPN
fusus-149	160	5	,	,	PUNCT
fusus-149	160	6	b.a	b.a	PROPN
fusus-149	160	7	.	.	PROPN
fusus-149	160	8	,	,	PUNCT
fusus-149	160	9	margulis	margulis	PROPN
fusus-149	160	10	,	,	PUNCT
fusus-149	160	11	s.a	s.a	PROPN
fusus-149	160	12	.	.	PROPN
fusus-149	160	13	,	,	PUNCT
fusus-149	160	14	2009	2009	NUM
fusus-149	160	15	.	.	PUNCT
fusus-149	161	1	high	high	ADJ
fusus-149	161	2	-	-	PUNCT
fusus-149	161	3	resolution	resolution	NOUN
fusus-149	161	4	satellite	satellite	NOUN
fusus-149	161	5	-	-	PUNCT
fusus-149	161	6	based	base	VERB
fusus-149	161	7	cloud	cloud	NOUN
fusus-149	161	8	-	-	PUNCT
fusus-149	161	9	coupled	couple	VERB
fusus-149	161	10	estimates	estimate	NOUN
fusus-149	161	11	of	of	ADP
fusus-149	161	12	total	total	ADJ
fusus-149	161	13	downwelling	downwelle	VERB
fusus-149	161	14	surface	surface	NOUN
fusus-149	161	15	radiation	radiation	NOUN
fusus-149	161	16	for	for	ADP
fusus-149	161	17	hydrologic	hydrologic	NOUN
fusus-149	161	18	modelling	modelling	NOUN
fusus-149	161	19	applications	application	NOUN
fusus-149	161	20	.	.	PUNCT
fusus-149	162	1	hydrol	hydrol	NOUN
fusus-149	162	2	.	.	PUNCT
fusus-149	163	1	earth	earth	PROPN
fusus-149	163	2	syst	syst	PROPN
fusus-149	163	3	.	.	PUNCT
fusus-149	164	1	sci	sci	PROPN
fusus-149	164	2	.	.	PUNCT
fusus-149	165	1	13:969–986	13:969–986	NUM
fusus-149	165	2	.	.	PUNCT
fusus-149	166	1	[	[	X
fusus-149	166	2	17	17	NUM
fusus-149	166	3	]	]	X
fusus-149	166	4	beyer	beyer	PROPN
fusus-149	166	5	,	,	PUNCT
fusus-149	166	6	h.g	h.g	PROPN
fusus-149	166	7	.	.	PROPN
fusus-149	166	8	,	,	PUNCT
fusus-149	166	9	costanzo	costanzo	PROPN
fusus-149	166	10	,	,	PUNCT
fusus-149	166	11	c.	c.	PROPN
fusus-149	166	12	,	,	PUNCT
fusus-149	166	13	heinemann	heinemann	PROPN
fusus-149	166	14	,	,	PUNCT
fusus-149	166	15	d.	d.	PROPN
fusus-149	166	16	,	,	PUNCT
fusus-149	166	17	1996	1996	NUM
fusus-149	166	18	.	.	PUNCT
fusus-149	167	1	modifications	modification	NOUN
fusus-149	167	2	of	of	ADP
fusus-149	167	3	the	the	DET
fusus-149	167	4	heliosat	heliosat	ADJ
fusus-149	167	5	procedure	procedure	NOUN
fusus-149	167	6	for	for	ADP
fusus-149	167	7	irradiance	irradiance	NOUN
fusus-149	167	8	estimates	estimate	NOUN
fusus-149	167	9	from	from	ADP
fusus-149	167	10	satellite	satellite	NOUN
fusus-149	167	11	images	image	NOUN
fusus-149	167	12	.	.	PUNCT
fusus-149	168	1	sol	sol	NOUN
fusus-149	168	2	.	.	PUNCT
fusus-149	169	1	energy	energy	NOUN
fusus-149	169	2	56:207	56:207	NOUN
fusus-149	169	3	–	–	PUNCT
fusus-149	169	4	212	212	NUM
fusus-149	169	5	.	.	PUNCT
fusus-149	170	1	[	[	X
fusus-149	170	2	18	18	NUM
fusus-149	170	3	]	]	SYM
fusus-149	170	4	schillings	schilling	NOUN
fusus-149	170	5	,	,	PUNCT
fusus-149	170	6	c.	c.	PROPN
fusus-149	170	7	,	,	PUNCT
fusus-149	170	8	mannstein	mannstein	PROPN
fusus-149	170	9	,	,	PUNCT
fusus-149	170	10	h.	h.	PROPN
fusus-149	170	11	and	and	CCONJ
fusus-149	170	12	meyer	meyer	PROPN
fusus-149	170	13	,	,	PUNCT
fusus-149	170	14	r.	r.	PROPN
fusus-149	170	15	,	,	PUNCT
fusus-149	170	16	2004	2004	NUM
fusus-149	170	17	.	.	PUNCT
fusus-149	171	1	operational	operational	ADJ
fusus-149	171	2	method	method	NOUN
fusus-149	171	3	for	for	ADP
fusus-149	171	4	deriving	derive	VERB
fusus-149	171	5	high	high	ADJ
fusus-149	171	6	resolution	resolution	NOUN
fusus-149	171	7	direct	direct	ADJ
fusus-149	171	8	normal	normal	ADJ
fusus-149	171	9	irradiance	irradiance	NOUN
fusus-149	171	10	from	from	ADP
fusus-149	171	11	satellite	satellite	NOUN
fusus-149	171	12	data	datum	NOUN
fusus-149	171	13	.	.	PUNCT
fusus-149	172	1	solar	solar	ADJ
fusus-149	172	2	energy	energy	NOUN
fusus-149	172	3	76:475‐484	76:475‐484	NOUN
fusus-149	172	4	.	.	PUNCT
fusus-149	173	1	[	[	X
fusus-149	173	2	19	19	NUM
fusus-149	173	3	]	]	X
fusus-149	173	4	perez	perez	PROPN
fusus-149	173	5	,	,	PUNCT
fusus-149	173	6	r.	r.	PROPN
fusus-149	173	7	,	,	PUNCT
fusus-149	173	8	ineichen	ineichen	PROPN
fusus-149	173	9	,	,	PUNCT
fusus-149	173	10	p.	p.	PROPN
fusus-149	173	11	,	,	PUNCT
fusus-149	173	12	moore	moore	PROPN
fusus-149	173	13	,	,	PUNCT
fusus-149	173	14	k.	k.	PROPN
fusus-149	173	15	,	,	PUNCT
fusus-149	173	16	kmiecik	kmiecik	ADJ
fusus-149	173	17	,	,	PUNCT
fusus-149	173	18	m.	m.	NOUN
fusus-149	173	19	,	,	PUNCT
fusus-149	173	20	chain	chain	NOUN
fusus-149	173	21	,	,	PUNCT
fusus-149	173	22	c.	c.	PROPN
fusus-149	173	23	,	,	PUNCT
fusus-149	173	24	george	george	PROPN
fusus-149	173	25	,	,	PUNCT
fusus-149	173	26	r.	r.	PROPN
fusus-149	173	27	,	,	PUNCT
fusus-149	173	28	vignola	vignola	PROPN
fusus-149	173	29	,	,	PUNCT
fusus-149	173	30	f.	f.	PROPN
fusus-149	173	31	,	,	PUNCT
fusus-149	173	32	2002	2002	NUM
fusus-149	173	33	.	.	PUNCT
fusus-149	174	1	a	a	DET
fusus-149	174	2	new	new	ADJ
fusus-149	174	3	operational	operational	ADJ
fusus-149	174	4	model	model	NOUN
fusus-149	174	5	for	for	ADP
fusus-149	174	6	satellite	satellite	NOUN
fusus-149	174	7	-	-	PUNCT
fusus-149	174	8	derived	derive	VERB
fusus-149	174	9	irradiances	irradiance	NOUN
fusus-149	174	10	:	:	PUNCT
fusus-149	174	11	description	description	NOUN
fusus-149	174	12	and	and	CCONJ
fusus-149	174	13	validation	validation	NOUN
fusus-149	174	14	.	.	PUNCT
fusus-149	175	1	sol	sol	PROPN
fusus-149	175	2	.	.	PUNCT
fusus-149	176	1	energy	energy	NOUN
fusus-149	176	2	73	73	NUM
fusus-149	176	3	:	:	PUNCT
fusus-149	176	4	307–317	307–317	NUM
fusus-149	176	5	.	.	PUNCT
fusus-149	177	1	[	[	X
fusus-149	177	2	20	20	NUM
fusus-149	177	3	]	]	PUNCT
fusus-149	177	4	cebecauer	cebecauer	NOUN
fusus-149	177	5	,	,	PUNCT
fusus-149	177	6	t.	t.	PROPN
fusus-149	177	7	and	and	CCONJ
fusus-149	177	8	suri	suri	PROPN
fusus-149	177	9	,	,	PUNCT
fusus-149	177	10	m.	m.	NOUN
fusus-149	177	11	,	,	PUNCT
fusus-149	177	12	2010	2010	NUM
fusus-149	177	13	.	.	PUNCT
fusus-149	178	1	accuracy	accuracy	NOUN
fusus-149	178	2	improvements	improvement	NOUN
fusus-149	178	3	of	of	ADP
fusus-149	178	4	satellite‐derived	satellite‐derive	VERB
fusus-149	178	5	solar	solar	ADJ
fusus-149	178	6	resource	resource	NOUN
fusus-149	178	7	based	base	VERB
fusus-149	178	8	on	on	ADP
fusus-149	178	9	gems	gem	NOUN
fusus-149	178	10	re‐nnalysis	re‐nnalysis	PROPN
fusus-149	178	11	aerosols	aerosol	NOUN
fusus-149	178	12	.	.	PUNCT
fusus-149	179	1	proceedings	proceeding	NOUN
fusus-149	179	2	of	of	ADP
fusus-149	179	3	:	:	PUNCT
fusus-149	179	4	solarpaces	solarpace	VERB
fusus-149	179	5	2010	2010	NUM
fusus-149	179	6	conf	conf	NOUN
fusus-149	179	7	.	.	PUNCT
fusus-149	179	8	,	,	PUNCT
fusus-149	179	9	perpignan	perpignan	PROPN
fusus-149	179	10	,	,	PUNCT
fusus-149	179	11	france	france	PROPN
fusus-149	179	12	.	.	PUNCT
fusus-149	180	1	[	[	X
fusus-149	180	2	21	21	NUM
fusus-149	180	3	]	]	PUNCT
fusus-149	180	4	jan	jan	PROPN
fusus-149	180	5	kleissl	kleissl	PROPN
fusus-149	180	6	.	.	PUNCT
fusus-149	181	1	2013	2013	NUM
fusus-149	181	2	.	.	PUNCT
fusus-149	182	1	solar	solar	ADJ
fusus-149	182	2	energy	energy	NOUN
fusus-149	182	3	forecasting	forecasting	NOUN
fusus-149	182	4	and	and	CCONJ
fusus-149	182	5	resource	resource	NOUN
fusus-149	182	6	assessment	assessment	NOUN
fusus-149	182	7	.	.	PUNCT
fusus-149	183	1	elsevier	elsevier	PROPN
fusus-149	183	2	inc	inc	PROPN
fusus-149	183	3	,	,	PUNCT
fusus-149	183	4	1st	1st	PROPN
fusus-149	183	5	edition	edition	NOUN
fusus-149	183	6	.	.	PUNCT
fusus-149	184	1	[	[	X
fusus-149	184	2	22	22	NUM
fusus-149	184	3	]	]	X
fusus-149	184	4	espinar	espinar	PROPN
fusus-149	184	5	,	,	PUNCT
fusus-149	184	6	b.	b.	PROPN
fusus-149	184	7	,	,	PUNCT
fusus-149	184	8	ramı	ramı	PROPN
fusus-149	184	9	´	´	PROPN
fusus-149	184	10	rez	rez	PROPN
fusus-149	184	11	,	,	PUNCT
fusus-149	184	12	l.	l.	PROPN
fusus-149	184	13	,	,	PUNCT
fusus-149	184	14	drews	drews	PROPN
fusus-149	184	15	,	,	PUNCT
fusus-149	184	16	a.	a.	NOUN
fusus-149	184	17	,	,	PUNCT
fusus-149	184	18	beyer	beyer	PROPN
fusus-149	184	19	,	,	PUNCT
fusus-149	184	20	h.g	h.g	PROPN
fusus-149	184	21	.	.	PROPN
fusus-149	184	22	,	,	PUNCT
fusus-149	184	23	zarzalejo	zarzalejo	PROPN
fusus-149	184	24	,	,	PUNCT
fusus-149	184	25	l.	l.	PROPN
fusus-149	184	26	,	,	PUNCT
fusus-149	184	27	polo	polo	PROPN
fusus-149	184	28	,	,	PUNCT
fusus-149	184	29	j.	j.	PROPN
fusus-149	184	30	,	,	PUNCT
fusus-149	184	31	martı	martı	PROPN
fusus-149	184	32	´	´	PROPN
fusus-149	184	33	n	n	CCONJ
fusus-149	184	34	,	,	PUNCT
fusus-149	184	35	l.	l.	PROPN
fusus-149	184	36	2009	2009	NUM
fusus-149	184	37	.	.	PUNCT
fusus-149	185	1	analysis	analysis	NOUN
fusus-149	185	2	of	of	ADP
fusus-149	185	3	different	different	ADJ
fusus-149	185	4	comparison	comparison	NOUN
fusus-149	185	5	parameters	parameter	NOUN
fusus-149	185	6	applied	apply	VERB
fusus-149	185	7	to	to	ADP
fusus-149	185	8	solar	solar	ADJ
fusus-149	185	9	radiation	radiation	NOUN
fusus-149	185	10	data	datum	NOUN
fusus-149	185	11	from	from	ADP
fusus-149	185	12	satellite	satellite	NOUN
fusus-149	185	13	and	and	CCONJ
fusus-149	185	14	german	german	ADJ
fusus-149	185	15	radiometric	radiometric	ADJ
fusus-149	185	16	stations	station	NOUN
fusus-149	185	17	.	.	PUNCT
fusus-149	186	1	solar	solar	ADJ
fusus-149	186	2	energy	energy	NOUN
fusus-149	186	3	83	83	NUM
fusus-149	186	4	(	(	PUNCT
fusus-149	186	5	1):118–125	1):118–125	NUM
fusus-149	186	6	.	.	PUNCT
fusus-149	187	1	[	[	X
fusus-149	187	2	23	23	NUM
fusus-149	187	3	]	]	X
fusus-149	187	4	meyer	meyer	PROPN
fusus-149	187	5	,	,	PUNCT
fusus-149	187	6	r.	r.	PROPN
fusus-149	187	7	,	,	PUNCT
fusus-149	187	8	gueymard	gueymard	PROPN
fusus-149	187	9	,	,	PUNCT
fusus-149	187	10	c.	c.	PROPN
fusus-149	187	11	,	,	PUNCT
fusus-149	187	12	ineichen	ineichen	NOUN
fusus-149	187	13	,	,	PUNCT
fusus-149	187	14	p.	p.	NOUN
fusus-149	187	15	2011	2011	NUM
fusus-149	187	16	.	.	PUNCT
fusus-149	188	1	proceedings	proceeding	NOUN
fusus-149	188	2	of	of	ADP
fusus-149	188	3	solarpaces	solarpace	NOUN
fusus-149	188	4	conference	conference	NOUN
fusus-149	188	5	.	.	PUNCT
fusus-149	189	1	stan	stan	PROPN
fusus-149	189	2	dardizing	dardizing	PROPN
fusus-149	189	3	and	and	CCONJ
fusus-149	189	4	benchmarking	benchmarking	NOUN
fusus-149	189	5	of	of	ADP
fusus-149	189	6	modeled	model	VERB
fusus-149	189	7	dni	dni	PROPN
fusus-149	189	8	data	datum	NOUN
fusus-149	189	9	products	product	NOUN
fusus-149	189	10	.	.	PUNCT
fusus-149	190	1	granada	granada	PROPN
fusus-149	190	2	.	.	PUNCT
fusus-149	191	1	[	[	X
fusus-149	191	2	24	24	NUM
fusus-149	191	3	]	]	SYM
fusus-149	191	4	hoff	hoff	NOUN
fusus-149	191	5	,	,	PUNCT
fusus-149	191	6	t.e	t.e	PROPN
fusus-149	191	7	.	.	PROPN
fusus-149	191	8	,	,	PUNCT
fusus-149	191	9	perez	perez	PROPN
fusus-149	191	10	,	,	PUNCT
fusus-149	191	11	r.	r.	PROPN
fusus-149	191	12	2012	2012	NUM
fusus-149	191	13	.	.	PUNCT
fusus-149	192	1	predicting	predict	VERB
fusus-149	192	2	short	short	ADJ
fusus-149	192	3	-	-	PUNCT
fusus-149	192	4	term	term	NOUN
fusus-149	192	5	variability	variability	NOUN
fusus-149	192	6	of	of	ADP
fusus-149	192	7	high	high	ADJ
fusus-149	192	8	-	-	PUNCT
fusus-149	192	9	penetration	penetration	NOUN
fusus-149	192	10	pv	pv	NOUN
fusus-149	192	11	.	.	PUNCT
fusus-149	193	1	proc	proc	PROPN
fusus-149	193	2	.	.	PUNCT
fusus-149	194	1	world	world	NOUN
fusus-149	194	2	https://doi.org/10.1016/j.rse.2019.111371	https://doi.org/10.1016/j.rse.2019.111371	PROPN
fusus-149	194	3	a.	a.	PROPN
fusus-149	194	4	f.	f.	PROPN
fusus-149	194	5	almarshoud	almarshoud	PROPN
fusus-149	194	6	/future	/future	NOUN
fusus-149	194	7	sustainability	sustainability	NOUN
fusus-149	194	8	may	may	AUX
fusus-149	194	9	2024|	2024|	NUM
fusus-149	194	10	volume	volume	VERB
fusus-149	194	11	02	02	NUM
fusus-149	194	12	|	|	NOUN
fusus-149	194	13	issue	issue	NOUN
fusus-149	194	14	02	02	NUM
fusus-149	194	15	|	|	NOUN
fusus-149	194	16	pages	page	NOUN
fusus-149	194	17	01	01	NUM
fusus-149	194	18	-	-	SYM
fusus-149	194	19	07	07	NUM
fusus-149	194	20	7	7	NUM
fusus-149	194	21	renewable	renewable	ADJ
fusus-149	194	22	energy	energy	NOUN
fusus-149	194	23	forum	forum	NOUN
fusus-149	194	24	(	(	PUNCT
fusus-149	194	25	ases	ases	PROPN
fusus-149	194	26	annual	annual	ADJ
fusus-149	194	27	conference	conference	NOUN
fusus-149	194	28	)	)	PUNCT
fusus-149	194	29	,	,	PUNCT
fusus-149	194	30	may	may	AUX
fusus-149	194	31	,	,	PUNCT
fusus-149	194	32	denver	denver	PROPN
fusus-149	194	33	,	,	PUNCT
fusus-149	194	34	co.	co.	PROPN
fusus-149	195	1	[	[	X
fusus-149	195	2	25	25	NUM
fusus-149	195	3	]	]	PUNCT
fusus-149	195	4	jamie	jamie	PROPN
fusus-149	195	5	m.	m.	PROPN
fusus-149	195	6	bright	bright	PROPN
fusus-149	195	7	,	,	PUNCT
fusus-149	195	8	2019	2019	NUM
fusus-149	195	9	.	.	PUNCT
fusus-149	196	1	solcast	solcast	NOUN
fusus-149	196	2	:	:	PUNCT
fusus-149	196	3	validation	validation	NOUN
fusus-149	196	4	of	of	ADP
fusus-149	196	5	a	a	DET
fusus-149	196	6	satellite	satellite	NOUN
fusus-149	196	7	-	-	PUNCT
fusus-149	196	8	derived	derive	VERB
fusus-149	196	9	solar	solar	ADJ
fusus-149	196	10	irradiance	irradiance	NOUN
fusus-149	196	11	dataset	dataset	NOUN
fusus-149	196	12	.	.	PUNCT
fusus-149	197	1	solar	solar	ADJ
fusus-149	197	2	energy	energy	NOUN
fusus-149	197	3	,	,	PUNCT
fusus-149	197	4	vol	vol	NOUN
fusus-149	197	5	(	(	PUNCT
fusus-149	197	6	189	189	NUM
fusus-149	197	7	)	)	PUNCT
fusus-149	197	8	,	,	PUNCT
fusus-149	197	9	435	435	NUM
fusus-149	197	10	-	-	SYM
fusus-149	197	11	449	449	NUM
fusus-149	197	12	.	.	PUNCT
fusus-149	198	1	https://doi.org/10.1016/j.solener.2019.07.086	https://doi.org/10.1016/j.solener.2019.07.086	NOUN