id	sid	tid	token	lemma	pos
gi-3704	1	1	gpu	gpu	PROPN
gi-3704	1	2	-	-	PUNCT
gi-3704	1	3	accelerated	accelerate	VERB
gi-3704	1	4	raster	raster	NOUN
gi-3704	1	5	map	map	NOUN
gi-3704	1	6	reprojection	reprojection	PROPN
gi-3704	1	7	petr	petr	PROPN
gi-3704	1	8	sloup	sloup	PROPN
gi-3704	1	9	department	department	PROPN
gi-3704	1	10	of	of	ADP
gi-3704	1	11	geomatics	geomatics	PROPN
gi-3704	1	12	,	,	PUNCT
gi-3704	1	13	faculty	faculty	NOUN
gi-3704	1	14	of	of	ADP
gi-3704	1	15	civil	civil	ADJ
gi-3704	1	16	engineering	engineering	NOUN
gi-3704	1	17	czech	czech	PROPN
gi-3704	1	18	technical	technical	PROPN
gi-3704	1	19	university	university	PROPN
gi-3704	1	20	in	in	ADP
gi-3704	1	21	prague	prague	PROPN
gi-3704	1	22	thákurova	thákurova	PROPN
gi-3704	1	23	7	7	NUM
gi-3704	1	24	,	,	PUNCT
gi-3704	1	25	166	166	NUM
gi-3704	1	26	29	29	NUM
gi-3704	1	27	prague	prague	NOUN
gi-3704	1	28	6	6	NUM
gi-3704	1	29	,	,	PUNCT
gi-3704	1	30	czech	czech	PROPN
gi-3704	1	31	republic	republic	NOUN
gi-3704	1	32	petr.sloup@fsv.cvut.cz	petr.sloup@fsv.cvut.cz	NUM
gi-3704	1	33	abstract	abstract	ADJ
gi-3704	1	34	reprojecting	reprojecte	VERB
gi-3704	1	35	raster	raster	NOUN
gi-3704	1	36	maps	map	NOUN
gi-3704	1	37	from	from	ADP
gi-3704	1	38	one	one	NUM
gi-3704	1	39	projection	projection	NOUN
gi-3704	1	40	to	to	ADP
gi-3704	1	41	another	another	PRON
gi-3704	1	42	is	be	AUX
gi-3704	1	43	an	an	DET
gi-3704	1	44	essential	essential	ADJ
gi-3704	1	45	part	part	NOUN
gi-3704	1	46	of	of	ADP
gi-3704	1	47	many	many	ADJ
gi-3704	1	48	cartographic	cartographic	ADJ
gi-3704	1	49	processes	process	NOUN
gi-3704	1	50	(	(	PUNCT
gi-3704	1	51	map	map	VERB
gi-3704	1	52	comparison	comparison	NOUN
gi-3704	1	53	,	,	PUNCT
gi-3704	1	54	overlays	overlay	VERB
gi-3704	1	55	,	,	PUNCT
gi-3704	1	56	data	datum	NOUN
gi-3704	1	57	presentation	presentation	NOUN
gi-3704	1	58	,	,	PUNCT
gi-3704	1	59	.	.	PUNCT
gi-3704	1	60	.	.	PUNCT
gi-3704	1	61	.	.	PUNCT
gi-3704	1	62	)	)	PUNCT
gi-3704	2	1	and	and	CCONJ
gi-3704	2	2	reduction	reduction	NOUN
gi-3704	2	3	of	of	ADP
gi-3704	2	4	the	the	DET
gi-3704	2	5	required	require	VERB
gi-3704	2	6	computational	computational	ADJ
gi-3704	2	7	time	time	NOUN
gi-3704	2	8	is	be	AUX
gi-3704	2	9	desirable	desirable	ADJ
gi-3704	2	10	and	and	CCONJ
gi-3704	2	11	often	often	ADV
gi-3704	2	12	significantly	significantly	ADV
gi-3704	2	13	decreases	decrease	VERB
gi-3704	2	14	overall	overall	ADJ
gi-3704	2	15	processing	processing	NOUN
gi-3704	2	16	costs	cost	NOUN
gi-3704	2	17	.	.	PUNCT
gi-3704	3	1	the	the	DET
gi-3704	3	2	raster	raster	PROPN
gi-3704	3	3	reprojection	reprojection	NOUN
gi-3704	3	4	process	process	NOUN
gi-3704	3	5	operates	operate	VERB
gi-3704	3	6	per	per	ADP
gi-3704	3	7	-	-	PUNCT
gi-3704	3	8	pixel	pixel	NOUN
gi-3704	3	9	and	and	CCONJ
gi-3704	3	10	is	be	AUX
gi-3704	3	11	,	,	PUNCT
gi-3704	3	12	therefore	therefore	ADV
gi-3704	3	13	,	,	PUNCT
gi-3704	3	14	a	a	DET
gi-3704	3	15	good	good	ADJ
gi-3704	3	16	candidate	candidate	NOUN
gi-3704	3	17	for	for	ADP
gi-3704	3	18	gpu	gpu	NOUN
gi-3704	3	19	-	-	PUNCT
gi-3704	3	20	based	base	VERB
gi-3704	3	21	parallelization	parallelization	NOUN
gi-3704	3	22	.	.	PUNCT
gi-3704	4	1	the	the	DET
gi-3704	4	2	architecture	architecture	NOUN
gi-3704	4	3	of	of	ADP
gi-3704	4	4	gpu	gpu	PROPN
gi-3704	4	5	allows	allow	VERB
gi-3704	4	6	a	a	DET
gi-3704	4	7	high	high	ADJ
gi-3704	4	8	degree	degree	NOUN
gi-3704	4	9	of	of	ADP
gi-3704	4	10	parallelism	parallelism	NOUN
gi-3704	4	11	.	.	PUNCT
gi-3704	5	1	the	the	DET
gi-3704	5	2	article	article	NOUN
gi-3704	5	3	describes	describe	VERB
gi-3704	5	4	an	an	DET
gi-3704	5	5	experimental	experimental	ADJ
gi-3704	5	6	implementation	implementation	NOUN
gi-3704	5	7	of	of	ADP
gi-3704	5	8	the	the	DET
gi-3704	5	9	raster	raster	NOUN
gi-3704	5	10	reprojection	reprojection	NOUN
gi-3704	5	11	with	with	ADP
gi-3704	5	12	gpu	gpu	NOUN
gi-3704	5	13	-	-	PUNCT
gi-3704	5	14	based	base	VERB
gi-3704	5	15	parallelization	parallelization	NOUN
gi-3704	5	16	(	(	PUNCT
gi-3704	5	17	using	use	VERB
gi-3704	5	18	opencl	opencl	NOUN
gi-3704	5	19	api	api	PROPN
gi-3704	5	20	)	)	PUNCT
gi-3704	5	21	.	.	PUNCT
gi-3704	6	1	during	during	ADP
gi-3704	6	2	the	the	DET
gi-3704	6	3	evaluation	evaluation	NOUN
gi-3704	6	4	,	,	PUNCT
gi-3704	6	5	we	we	PRON
gi-3704	6	6	compare	compare	VERB
gi-3704	6	7	the	the	DET
gi-3704	6	8	performance	performance	NOUN
gi-3704	6	9	of	of	ADP
gi-3704	6	10	our	our	PRON
gi-3704	6	11	implementation	implementation	NOUN
gi-3704	6	12	to	to	ADP
gi-3704	6	13	the	the	DET
gi-3704	6	14	optimized	optimize	VERB
gi-3704	6	15	gdalwarp	gdalwarp	ADJ
gi-3704	6	16	utility	utility	NOUN
gi-3704	6	17	and	and	CCONJ
gi-3704	6	18	show	show	VERB
gi-3704	6	19	that	that	SCONJ
gi-3704	6	20	there	there	PRON
gi-3704	6	21	is	be	VERB
gi-3704	6	22	a	a	DET
gi-3704	6	23	class	class	NOUN
gi-3704	6	24	of	of	ADP
gi-3704	6	25	problems	problem	NOUN
gi-3704	6	26	where	where	SCONJ
gi-3704	6	27	gpu	gpu	NOUN
gi-3704	6	28	-	-	PUNCT
gi-3704	6	29	based	base	VERB
gi-3704	6	30	parallelization	parallelization	NOUN
gi-3704	6	31	can	can	AUX
gi-3704	6	32	lead	lead	VERB
gi-3704	6	33	to	to	ADP
gi-3704	6	34	more	more	ADJ
gi-3704	6	35	than	than	ADP
gi-3704	6	36	sevenfold	sevenfold	ADJ
gi-3704	6	37	speedup	speedup	NOUN
gi-3704	6	38	.	.	PUNCT
gi-3704	7	1	keywords	keyword	NOUN
gi-3704	7	2	:	:	PUNCT
gi-3704	7	3	raster	raster	NOUN
gi-3704	7	4	reprojection	reprojection	NOUN
gi-3704	7	5	,	,	PUNCT
gi-3704	7	6	warping	warping	NOUN
gi-3704	7	7	,	,	PUNCT
gi-3704	7	8	parallelization	parallelization	NOUN
gi-3704	7	9	,	,	PUNCT
gi-3704	7	10	opencl	opencl	NOUN
gi-3704	7	11	,	,	PUNCT
gi-3704	7	12	gpgpu	gpgpu	PROPN
gi-3704	7	13	,	,	PUNCT
gi-3704	7	14	gpu	gpu	PROPN
gi-3704	7	15	.	.	PROPN
gi-3704	7	16	introduction	introduction	NOUN
gi-3704	7	17	representation	representation	NOUN
gi-3704	7	18	of	of	ADP
gi-3704	7	19	the	the	DET
gi-3704	7	20	surface	surface	NOUN
gi-3704	7	21	of	of	ADP
gi-3704	7	22	the	the	DET
gi-3704	7	23	earth	earth	NOUN
gi-3704	7	24	in	in	ADP
gi-3704	7	25	two	two	NUM
gi-3704	7	26	dimensions	dimension	NOUN
gi-3704	7	27	has	have	AUX
gi-3704	7	28	always	always	ADV
gi-3704	7	29	been	be	AUX
gi-3704	7	30	important	important	ADJ
gi-3704	7	31	for	for	ADP
gi-3704	7	32	performing	perform	VERB
gi-3704	7	33	various	various	ADJ
gi-3704	7	34	tasks	task	NOUN
gi-3704	7	35	such	such	ADJ
gi-3704	7	36	as	as	ADP
gi-3704	7	37	navigation	navigation	NOUN
gi-3704	7	38	or	or	CCONJ
gi-3704	7	39	planning	planning	NOUN
gi-3704	7	40	.	.	PUNCT
gi-3704	8	1	although	although	SCONJ
gi-3704	8	2	this	this	DET
gi-3704	8	3	process	process	NOUN
gi-3704	8	4	has	have	AUX
gi-3704	8	5	developed	develop	VERB
gi-3704	8	6	significantly	significantly	ADV
gi-3704	8	7	throughout	throughout	ADP
gi-3704	8	8	the	the	DET
gi-3704	8	9	history	history	NOUN
gi-3704	8	10	,	,	PUNCT
gi-3704	8	11	it	it	PRON
gi-3704	8	12	is	be	AUX
gi-3704	8	13	not	not	PART
gi-3704	8	14	possible	possible	ADJ
gi-3704	8	15	to	to	PART
gi-3704	8	16	represent	represent	VERB
gi-3704	8	17	earth	earth	NOUN
gi-3704	8	18	’s	’s	PART
gi-3704	8	19	surface	surface	NOUN
gi-3704	8	20	on	on	ADP
gi-3704	8	21	a	a	DET
gi-3704	8	22	plane	plane	NOUN
gi-3704	8	23	without	without	ADP
gi-3704	8	24	distortion	distortion	NOUN
gi-3704	8	25	(	(	PUNCT
gi-3704	8	26	as	as	SCONJ
gi-3704	8	27	proven	prove	VERB
gi-3704	8	28	by	by	ADP
gi-3704	8	29	[	[	X
gi-3704	8	30	4	4	NUM
gi-3704	8	31	]	]	NUM
gi-3704	8	32	)	)	PUNCT
gi-3704	8	33	.	.	PUNCT
gi-3704	9	1	many	many	ADJ
gi-3704	9	2	map	map	NOUN
gi-3704	9	3	projections	projection	NOUN
gi-3704	9	4	exist	exist	VERB
gi-3704	9	5	and	and	CCONJ
gi-3704	9	6	each	each	PRON
gi-3704	9	7	distorts	distort	VERB
gi-3704	9	8	the	the	DET
gi-3704	9	9	map	map	NOUN
gi-3704	9	10	in	in	ADP
gi-3704	9	11	a	a	DET
gi-3704	9	12	specific	specific	ADJ
gi-3704	9	13	way	way	NOUN
gi-3704	9	14	(	(	PUNCT
gi-3704	9	15	angles	angle	NOUN
gi-3704	9	16	,	,	PUNCT
gi-3704	9	17	areas	area	NOUN
gi-3704	9	18	,	,	PUNCT
gi-3704	9	19	distances	distance	NOUN
gi-3704	9	20	,	,	PUNCT
gi-3704	9	21	.	.	PUNCT
gi-3704	9	22	.	.	PUNCT
gi-3704	9	23	.	.	PUNCT
gi-3704	9	24	)	)	PUNCT
gi-3704	9	25	.	.	PUNCT
gi-3704	10	1	because	because	SCONJ
gi-3704	10	2	of	of	ADP
gi-3704	10	3	this	this	PRON
gi-3704	10	4	,	,	PUNCT
gi-3704	10	5	maps	map	NOUN
gi-3704	10	6	are	be	AUX
gi-3704	10	7	created	create	VERB
gi-3704	10	8	in	in	ADP
gi-3704	10	9	various	various	ADJ
gi-3704	10	10	projections	projection	NOUN
gi-3704	10	11	depending	depend	VERB
gi-3704	10	12	on	on	ADP
gi-3704	10	13	the	the	DET
gi-3704	10	14	depicted	depicted	ADJ
gi-3704	10	15	area	area	NOUN
gi-3704	10	16	and	and	CCONJ
gi-3704	10	17	the	the	DET
gi-3704	10	18	intended	intend	VERB
gi-3704	10	19	use	use	NOUN
gi-3704	10	20	.	.	PUNCT
gi-3704	11	1	there	there	PRON
gi-3704	11	2	is	be	VERB
gi-3704	11	3	often	often	ADV
gi-3704	11	4	need	need	VERB
gi-3704	11	5	to	to	PART
gi-3704	11	6	visually	visually	ADV
gi-3704	11	7	compare	compare	VERB
gi-3704	11	8	two	two	NUM
gi-3704	11	9	or	or	CCONJ
gi-3704	11	10	more	more	ADJ
gi-3704	11	11	maps	map	NOUN
gi-3704	11	12	or	or	CCONJ
gi-3704	11	13	even	even	ADV
gi-3704	11	14	digitally	digitally	ADV
gi-3704	11	15	display	display	VERB
gi-3704	11	16	one	one	NUM
gi-3704	11	17	map	map	NOUN
gi-3704	11	18	over	over	ADP
gi-3704	11	19	another	another	PRON
gi-3704	11	20	(	(	PUNCT
gi-3704	11	21	overlay	overlay	NOUN
gi-3704	11	22	)	)	PUNCT
gi-3704	11	23	.	.	PUNCT
gi-3704	12	1	this	this	DET
gi-3704	12	2	task	task	NOUN
gi-3704	12	3	is	be	AUX
gi-3704	12	4	usually	usually	ADV
gi-3704	12	5	impossible	impossible	ADJ
gi-3704	12	6	without	without	ADP
gi-3704	12	7	having	have	VERB
gi-3704	12	8	the	the	DET
gi-3704	12	9	maps	map	NOUN
gi-3704	12	10	in	in	ADP
gi-3704	12	11	the	the	DET
gi-3704	12	12	same	same	ADJ
gi-3704	12	13	projection	projection	NOUN
gi-3704	12	14	,	,	PUNCT
gi-3704	12	15	which	which	PRON
gi-3704	12	16	can	can	AUX
gi-3704	12	17	be	be	AUX
gi-3704	12	18	achieved	achieve	VERB
gi-3704	12	19	through	through	ADP
gi-3704	12	20	the	the	DET
gi-3704	12	21	process	process	NOUN
gi-3704	12	22	of	of	ADP
gi-3704	12	23	reprojection	reprojection	NOUN
gi-3704	12	24	.	.	PUNCT
gi-3704	13	1	precise	precise	ADJ
gi-3704	13	2	transformation	transformation	NOUN
gi-3704	13	3	of	of	ADP
gi-3704	13	4	digital	digital	ADJ
gi-3704	13	5	raster	raster	NOUN
gi-3704	13	6	map	map	NOUN
gi-3704	13	7	from	from	ADP
gi-3704	13	8	one	one	NUM
gi-3704	13	9	projection	projection	NOUN
gi-3704	13	10	to	to	ADP
gi-3704	13	11	another	another	PRON
gi-3704	13	12	requires	require	VERB
gi-3704	13	13	computationally	computationally	ADV
gi-3704	13	14	intensive	intensive	ADJ
gi-3704	13	15	per	per	ADP
gi-3704	13	16	-	-	PUNCT
gi-3704	13	17	pixel	pixel	NOUN
gi-3704	13	18	calculations	calculation	NOUN
gi-3704	13	19	,	,	PUNCT
gi-3704	13	20	which	which	PRON
gi-3704	13	21	can	can	AUX
gi-3704	13	22	cause	cause	VERB
gi-3704	13	23	the	the	DET
gi-3704	13	24	reprojection	reprojection	NOUN
gi-3704	13	25	process	process	NOUN
gi-3704	13	26	to	to	PART
gi-3704	13	27	take	take	VERB
gi-3704	13	28	very	very	ADV
gi-3704	13	29	long	long	ADJ
gi-3704	13	30	time	time	NOUN
gi-3704	13	31	(	(	PUNCT
gi-3704	13	32	even	even	ADV
gi-3704	13	33	hours	hour	NOUN
gi-3704	13	34	for	for	ADP
gi-3704	13	35	larger	large	ADJ
gi-3704	13	36	datasets	dataset	NOUN
gi-3704	13	37	)	)	PUNCT
gi-3704	13	38	.	.	PUNCT
gi-3704	14	1	because	because	SCONJ
gi-3704	14	2	of	of	ADP
gi-3704	14	3	this	this	PRON
gi-3704	14	4	,	,	PUNCT
gi-3704	14	5	working	work	VERB
gi-3704	14	6	with	with	ADP
gi-3704	14	7	many	many	ADJ
gi-3704	14	8	gis	gis	NOUN
gi-3704	14	9	applications	application	NOUN
gi-3704	14	10	can	can	AUX
gi-3704	14	11	be	be	AUX
gi-3704	14	12	slow	slow	ADJ
gi-3704	14	13	and	and	CCONJ
gi-3704	14	14	inefficient	inefficient	ADJ
gi-3704	14	15	.	.	PUNCT
gi-3704	15	1	this	this	PRON
gi-3704	15	2	is	be	AUX
gi-3704	15	3	especially	especially	ADV
gi-3704	15	4	unacceptable	unacceptable	ADJ
gi-3704	15	5	in	in	ADP
gi-3704	15	6	certain	certain	ADJ
gi-3704	15	7	situations	situation	NOUN
gi-3704	15	8	such	such	ADJ
gi-3704	15	9	as	as	ADP
gi-3704	15	10	natural	natural	ADJ
gi-3704	15	11	crisis	crisis	NOUN
gi-3704	15	12	management	management	NOUN
gi-3704	15	13	(	(	PUNCT
gi-3704	15	14	hurricanes	hurricane	NOUN
gi-3704	15	15	,	,	PUNCT
gi-3704	15	16	tsunamis	tsunamis	NOUN
gi-3704	15	17	,	,	PUNCT
gi-3704	15	18	wildfire	wildfire	NOUN
gi-3704	15	19	,	,	PUNCT
gi-3704	15	20	.	.	PUNCT
gi-3704	15	21	.	.	PUNCT
gi-3704	15	22	.	.	PUNCT
gi-3704	15	23	)	)	PUNCT
gi-3704	16	1	when	when	SCONJ
gi-3704	16	2	rapid	rapid	ADJ
gi-3704	16	3	response	response	NOUN
gi-3704	16	4	is	be	AUX
gi-3704	16	5	crucial	crucial	ADJ
gi-3704	16	6	in	in	ADP
gi-3704	16	7	order	order	NOUN
gi-3704	16	8	to	to	PART
gi-3704	16	9	minimize	minimize	VERB
gi-3704	16	10	property	property	NOUN
gi-3704	16	11	damage	damage	NOUN
gi-3704	16	12	or	or	CCONJ
gi-3704	16	13	even	even	ADV
gi-3704	16	14	save	save	VERB
gi-3704	16	15	lives	life	NOUN
gi-3704	16	16	.	.	PUNCT
gi-3704	17	1	longer	long	ADV
gi-3704	17	2	processing	process	VERB
gi-3704	17	3	can	can	AUX
gi-3704	17	4	also	also	ADV
gi-3704	17	5	be	be	AUX
gi-3704	17	6	more	more	ADV
gi-3704	17	7	costly	costly	ADJ
gi-3704	17	8	–	–	PUNCT
gi-3704	17	9	especially	especially	ADV
gi-3704	17	10	with	with	ADP
gi-3704	17	11	modern	modern	ADJ
gi-3704	17	12	cloud	cloud	NOUN
gi-3704	17	13	-	-	PUNCT
gi-3704	17	14	based	base	VERB
gi-3704	17	15	computing	computing	NOUN
gi-3704	17	16	,	,	PUNCT
gi-3704	17	17	which	which	PRON
gi-3704	17	18	is	be	AUX
gi-3704	17	19	often	often	ADV
gi-3704	17	20	charged	charge	VERB
gi-3704	17	21	depending	depend	VERB
gi-3704	17	22	on	on	ADP
gi-3704	17	23	the	the	DET
gi-3704	17	24	computation	computation	NOUN
gi-3704	17	25	durations	duration	NOUN
gi-3704	17	26	.	.	PUNCT
gi-3704	18	1	this	this	DET
gi-3704	18	2	article	article	NOUN
gi-3704	18	3	briefly	briefly	ADV
gi-3704	18	4	describes	describe	VERB
gi-3704	18	5	the	the	DET
gi-3704	18	6	process	process	NOUN
gi-3704	18	7	of	of	ADP
gi-3704	18	8	raster	raster	NOUN
gi-3704	18	9	reprojection	reprojection	NOUN
gi-3704	18	10	,	,	PUNCT
gi-3704	18	11	parallelization	parallelization	NOUN
gi-3704	18	12	techniques	technique	NOUN
gi-3704	18	13	based	base	VERB
gi-3704	18	14	on	on	ADP
gi-3704	18	15	gpu	gpu	PROPN
gi-3704	18	16	(	(	PUNCT
gi-3704	18	17	graphics	graphic	NOUN
gi-3704	18	18	processing	processing	NOUN
gi-3704	18	19	unit	unit	NOUN
gi-3704	18	20	)	)	PUNCT
gi-3704	18	21	and	and	CCONJ
gi-3704	18	22	outlines	outline	VERB
gi-3704	18	23	how	how	SCONJ
gi-3704	18	24	it	it	PRON
gi-3704	18	25	can	can	AUX
gi-3704	18	26	be	be	AUX
gi-3704	18	27	utilized	utilize	VERB
gi-3704	18	28	to	to	PART
gi-3704	18	29	achieve	achieve	VERB
gi-3704	18	30	significantly	significantly	ADV
gi-3704	18	31	faster	fast	ADJ
gi-3704	18	32	reprojection	reprojection	NOUN
gi-3704	18	33	times	time	NOUN
gi-3704	18	34	without	without	ADP
gi-3704	18	35	reducing	reduce	VERB
gi-3704	18	36	output	output	NOUN
gi-3704	18	37	quality	quality	NOUN
gi-3704	18	38	.	.	PUNCT
gi-3704	19	1	geoinformatics	geoinformatic	NOUN
gi-3704	19	2	fce	fce	VERB
gi-3704	19	3	ctu	ctu	NOUN
gi-3704	19	4	15(1	15(1	NUM
gi-3704	19	5	)	)	PUNCT
gi-3704	19	6	,	,	PUNCT
gi-3704	19	7	2016	2016	NUM
gi-3704	19	8	,	,	PUNCT
gi-3704	19	9	doi:10.14311	doi:10.14311	NOUN
gi-3704	19	10	/	/	SYM
gi-3704	19	11	gi.15.1.5	gi.15.1.5	PROPN
gi-3704	19	12	61	61	NUM
gi-3704	19	13	http://orcid.org/0000-0003-4600-0527	http://orcid.org/0000-0003-4600-0527	NOUN
gi-3704	19	14	http://dx.doi.org/10.14311/gi.15.1.5	http://dx.doi.org/10.14311/gi.15.1.5	NOUN
gi-3704	20	1	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
gi-3704	20	2	p.	p.	NOUN
gi-3704	20	3	sloup	sloup	NOUN
gi-3704	20	4	:	:	PUNCT
gi-3704	20	5	gpu	gpu	NOUN
gi-3704	20	6	-	-	PUNCT
gi-3704	20	7	accelerated	accelerate	VERB
gi-3704	20	8	raster	raster	NOUN
gi-3704	20	9	map	map	NOUN
gi-3704	20	10	reprojection	reprojection	NOUN
gi-3704	20	11	raster	raster	NOUN
gi-3704	20	12	reprojection	reprojection	NOUN
gi-3704	20	13	as	as	SCONJ
gi-3704	20	14	mentioned	mention	VERB
gi-3704	20	15	above	above	ADV
gi-3704	20	16	,	,	PUNCT
gi-3704	20	17	raster	raster	NOUN
gi-3704	20	18	map	map	NOUN
gi-3704	20	19	reprojection	reprojection	NOUN
gi-3704	20	20	is	be	AUX
gi-3704	20	21	a	a	DET
gi-3704	20	22	process	process	NOUN
gi-3704	20	23	,	,	PUNCT
gi-3704	20	24	when	when	SCONJ
gi-3704	20	25	a	a	DET
gi-3704	20	26	new	new	ADJ
gi-3704	20	27	raster	raster	NOUN
gi-3704	20	28	map	map	NOUN
gi-3704	20	29	in	in	ADP
gi-3704	20	30	one	one	NUM
gi-3704	20	31	projection	projection	NOUN
gi-3704	20	32	is	be	AUX
gi-3704	20	33	mathematically	mathematically	ADV
gi-3704	20	34	derived	derive	VERB
gi-3704	20	35	from	from	ADP
gi-3704	20	36	an	an	DET
gi-3704	20	37	existing	exist	VERB
gi-3704	20	38	raster	raster	NOUN
gi-3704	20	39	map	map	NOUN
gi-3704	20	40	in	in	ADP
gi-3704	20	41	a	a	DET
gi-3704	20	42	different	different	ADJ
gi-3704	20	43	projection	projection	NOUN
gi-3704	20	44	.	.	PUNCT
gi-3704	21	1	the	the	DET
gi-3704	21	2	reprojection	reprojection	NOUN
gi-3704	21	3	process	process	NOUN
gi-3704	21	4	inputs	input	NOUN
gi-3704	21	5	are	be	AUX
gi-3704	21	6	usually	usually	ADV
gi-3704	21	7	:	:	PUNCT
gi-3704	21	8	•	•	ADJ
gi-3704	21	9	input	input	NOUN
gi-3704	21	10	properties	property	NOUN
gi-3704	21	11	:	:	PUNCT
gi-3704	21	12	raster	raster	PROPN
gi-3704	21	13	data	datum	NOUN
gi-3704	21	14	(	(	PUNCT
gi-3704	21	15	this	this	PRON
gi-3704	21	16	can	can	AUX
gi-3704	21	17	be	be	AUX
gi-3704	21	18	one	one	NUM
gi-3704	21	19	or	or	CCONJ
gi-3704	21	20	more	more	ADJ
gi-3704	21	21	files	file	NOUN
gi-3704	21	22	,	,	PUNCT
gi-3704	21	23	possibly	possibly	ADV
gi-3704	21	24	accessed	access	VERB
gi-3704	21	25	via	via	ADP
gi-3704	21	26	network	network	NOUN
gi-3704	21	27	or	or	CCONJ
gi-3704	21	28	too	too	ADV
gi-3704	21	29	large	large	ADJ
gi-3704	21	30	to	to	PART
gi-3704	21	31	decompress	decompress	VERB
gi-3704	21	32	as	as	ADP
gi-3704	21	33	one	one	NUM
gi-3704	21	34	piece	piece	NOUN
gi-3704	21	35	)	)	PUNCT
gi-3704	21	36	;	;	PUNCT
gi-3704	21	37	projection	projection	NOUN
gi-3704	21	38	;	;	PUNCT
gi-3704	21	39	extent	extent	NOUN
gi-3704	21	40	•	•	NUM
gi-3704	21	41	output	output	NOUN
gi-3704	21	42	requirements	requirement	NOUN
gi-3704	21	43	:	:	PUNCT
gi-3704	21	44	projection	projection	NOUN
gi-3704	21	45	;	;	PUNCT
gi-3704	21	46	extent	extent	NOUN
gi-3704	21	47	(	(	PUNCT
gi-3704	21	48	if	if	SCONJ
gi-3704	21	49	it	it	PRON
gi-3704	21	50	differs	differ	VERB
gi-3704	21	51	from	from	ADP
gi-3704	21	52	the	the	DET
gi-3704	21	53	input	input	NOUN
gi-3704	21	54	extent	extent	NOUN
gi-3704	21	55	)	)	PUNCT
gi-3704	21	56	;	;	PUNCT
gi-3704	21	57	raster	raster	NOUN
gi-3704	21	58	dimensions	dimension	NOUN
gi-3704	21	59	or	or	CCONJ
gi-3704	21	60	resolution	resolution	NOUN
gi-3704	21	61	•	•	NOUN
gi-3704	21	62	reprojection	reprojection	NOUN
gi-3704	21	63	parameters	parameter	NOUN
gi-3704	21	64	:	:	PUNCT
gi-3704	21	65	resampling	resample	VERB
gi-3704	21	66	method	method	NOUN
gi-3704	21	67	;	;	PUNCT
gi-3704	21	68	nodata	nodata	ADJ
gi-3704	21	69	values	value	NOUN
gi-3704	21	70	;	;	PUNCT
gi-3704	21	71	.	.	PUNCT
gi-3704	21	72	.	.	PUNCT
gi-3704	21	73	.	.	PUNCT
gi-3704	22	1	the	the	DET
gi-3704	22	2	first	first	ADJ
gi-3704	22	3	phase	phase	NOUN
gi-3704	22	4	of	of	ADP
gi-3704	22	5	the	the	DET
gi-3704	22	6	process	process	NOUN
gi-3704	22	7	is	be	AUX
gi-3704	22	8	to	to	PART
gi-3704	22	9	determine	determine	VERB
gi-3704	22	10	the	the	DET
gi-3704	22	11	extent	extent	NOUN
gi-3704	22	12	of	of	ADP
gi-3704	22	13	the	the	DET
gi-3704	22	14	required	require	VERB
gi-3704	22	15	source	source	NOUN
gi-3704	22	16	data	datum	NOUN
gi-3704	22	17	in	in	ADP
gi-3704	22	18	order	order	NOUN
gi-3704	22	19	to	to	PART
gi-3704	22	20	avoid	avoid	VERB
gi-3704	22	21	loading	loading	NOUN
gi-3704	22	22	and	and	CCONJ
gi-3704	22	23	handling	handling	NOUN
gi-3704	22	24	of	of	ADP
gi-3704	22	25	unnecessarily	unnecessarily	ADV
gi-3704	22	26	large	large	ADJ
gi-3704	22	27	data	datum	NOUN
gi-3704	22	28	.	.	PUNCT
gi-3704	23	1	this	this	PRON
gi-3704	23	2	is	be	AUX
gi-3704	23	3	usually	usually	ADV
gi-3704	23	4	achieved	achieve	VERB
gi-3704	23	5	using	use	VERB
gi-3704	23	6	the	the	DET
gi-3704	23	7	inverse	inverse	NOUN
gi-3704	23	8	transformation	transformation	NOUN
gi-3704	23	9	(	(	PUNCT
gi-3704	23	10	from	from	ADP
gi-3704	23	11	the	the	DET
gi-3704	23	12	output	output	NOUN
gi-3704	23	13	projection	projection	NOUN
gi-3704	23	14	to	to	ADP
gi-3704	23	15	the	the	DET
gi-3704	23	16	input	input	NOUN
gi-3704	23	17	projection	projection	NOUN
gi-3704	23	18	)	)	PUNCT
gi-3704	23	19	to	to	PART
gi-3704	23	20	transform	transform	VERB
gi-3704	23	21	regularly	regularly	ADV
gi-3704	23	22	sampled	sample	VERB
gi-3704	23	23	points	point	NOUN
gi-3704	23	24	(	(	PUNCT
gi-3704	23	25	at	at	ADP
gi-3704	23	26	least	least	ADJ
gi-3704	23	27	corners	corner	NOUN
gi-3704	23	28	)	)	PUNCT
gi-3704	23	29	of	of	ADP
gi-3704	23	30	the	the	DET
gi-3704	23	31	desired	desire	VERB
gi-3704	23	32	output	output	NOUN
gi-3704	23	33	extent	extent	NOUN
gi-3704	23	34	.	.	PUNCT
gi-3704	24	1	the	the	DET
gi-3704	24	2	bounding	bounding	NOUN
gi-3704	24	3	box	box	NOUN
gi-3704	24	4	of	of	ADP
gi-3704	24	5	the	the	DET
gi-3704	24	6	transformed	transform	VERB
gi-3704	24	7	points	point	NOUN
gi-3704	24	8	(	(	PUNCT
gi-3704	24	9	minimum	minimum	NOUN
gi-3704	24	10	and	and	CCONJ
gi-3704	24	11	maximum	maximum	ADJ
gi-3704	24	12	in	in	ADP
gi-3704	24	13	each	each	DET
gi-3704	24	14	axis	axis	NOUN
gi-3704	24	15	)	)	PUNCT
gi-3704	24	16	then	then	ADV
gi-3704	24	17	outlines	outline	VERB
gi-3704	24	18	the	the	DET
gi-3704	24	19	required	required	ADJ
gi-3704	24	20	area	area	NOUN
gi-3704	24	21	in	in	ADP
gi-3704	24	22	the	the	DET
gi-3704	24	23	input	input	NOUN
gi-3704	24	24	data	datum	NOUN
gi-3704	24	25	that	that	PRON
gi-3704	24	26	needs	need	VERB
gi-3704	24	27	to	to	PART
gi-3704	24	28	be	be	AUX
gi-3704	24	29	processed	process	VERB
gi-3704	24	30	.	.	PUNCT
gi-3704	25	1	then	then	ADV
gi-3704	25	2	,	,	PUNCT
gi-3704	25	3	there	there	PRON
gi-3704	25	4	are	be	VERB
gi-3704	25	5	two	two	NUM
gi-3704	25	6	common	common	ADJ
gi-3704	25	7	approaches	approach	NOUN
gi-3704	25	8	to	to	ADP
gi-3704	25	9	the	the	DET
gi-3704	25	10	actual	actual	ADJ
gi-3704	25	11	data	datum	NOUN
gi-3704	25	12	transformation	transformation	NOUN
gi-3704	25	13	:	:	PUNCT
gi-3704	25	14	a	a	X
gi-3704	25	15	)	)	PUNCT
gi-3704	25	16	forward	forward	ADJ
gi-3704	25	17	transformation	transformation	NOUN
gi-3704	25	18	(	(	PUNCT
gi-3704	25	19	source	source	NOUN
gi-3704	25	20	-	-	PUNCT
gi-3704	25	21	oriented	orient	VERB
gi-3704	25	22	)	)	PUNCT
gi-3704	25	23	the	the	DET
gi-3704	25	24	more	more	ADV
gi-3704	25	25	intuitive	intuitive	ADJ
gi-3704	25	26	approach	approach	NOUN
gi-3704	25	27	is	be	AUX
gi-3704	25	28	to	to	PART
gi-3704	25	29	read	read	VERB
gi-3704	25	30	each	each	DET
gi-3704	25	31	input	input	NOUN
gi-3704	25	32	data	datum	NOUN
gi-3704	25	33	pixel	pixel	PROPN
gi-3704	25	34	,	,	PUNCT
gi-3704	25	35	determine	determine	VERB
gi-3704	25	36	its	its	PRON
gi-3704	25	37	coordinate	coordinate	NOUN
gi-3704	25	38	in	in	ADP
gi-3704	25	39	the	the	DET
gi-3704	25	40	input	input	NOUN
gi-3704	25	41	projection	projection	NOUN
gi-3704	25	42	and	and	CCONJ
gi-3704	25	43	then	then	ADV
gi-3704	25	44	calculate	calculate	VERB
gi-3704	25	45	its	its	PRON
gi-3704	25	46	coordinate	coordinate	NOUN
gi-3704	25	47	in	in	ADP
gi-3704	25	48	the	the	DET
gi-3704	25	49	output	output	NOUN
gi-3704	25	50	projection	projection	NOUN
gi-3704	25	51	using	use	VERB
gi-3704	25	52	the	the	DET
gi-3704	25	53	forward	forward	ADJ
gi-3704	25	54	transformation	transformation	NOUN
gi-3704	25	55	.	.	PUNCT
gi-3704	26	1	the	the	DET
gi-3704	26	2	pixel	pixel	PROPN
gi-3704	26	3	color	color	NOUN
gi-3704	26	4	is	be	AUX
gi-3704	26	5	then	then	ADV
gi-3704	26	6	written	write	VERB
gi-3704	26	7	to	to	ADP
gi-3704	26	8	the	the	DET
gi-3704	26	9	proper	proper	ADJ
gi-3704	26	10	output	output	NOUN
gi-3704	26	11	pixel	pixel	NOUN
gi-3704	26	12	position	position	NOUN
gi-3704	26	13	.	.	PUNCT
gi-3704	27	1	this	this	DET
gi-3704	27	2	approach	approach	NOUN
gi-3704	27	3	can	can	AUX
gi-3704	27	4	be	be	AUX
gi-3704	27	5	quite	quite	ADV
gi-3704	27	6	straightforward	straightforward	ADJ
gi-3704	27	7	to	to	PART
gi-3704	27	8	implement	implement	VERB
gi-3704	27	9	on	on	ADP
gi-3704	27	10	certain	certain	ADJ
gi-3704	27	11	platforms	platform	NOUN
gi-3704	27	12	,	,	PUNCT
gi-3704	27	13	but	but	CCONJ
gi-3704	27	14	provides	provide	VERB
gi-3704	27	15	significantly	significantly	ADV
gi-3704	27	16	less	less	ADJ
gi-3704	27	17	control	control	NOUN
gi-3704	27	18	over	over	ADP
gi-3704	27	19	the	the	DET
gi-3704	27	20	reprojection	reprojection	NOUN
gi-3704	27	21	process	process	NOUN
gi-3704	27	22	and	and	CCONJ
gi-3704	27	23	implementation	implementation	NOUN
gi-3704	27	24	of	of	ADP
gi-3704	27	25	different	different	ADJ
gi-3704	27	26	resampling	resample	VERB
gi-3704	27	27	methods	method	NOUN
gi-3704	27	28	can	can	AUX
gi-3704	27	29	be	be	AUX
gi-3704	27	30	very	very	ADV
gi-3704	27	31	complicated	complicated	ADJ
gi-3704	27	32	.	.	PUNCT
gi-3704	28	1	it	it	PRON
gi-3704	28	2	can	can	AUX
gi-3704	28	3	also	also	ADV
gi-3704	28	4	be	be	AUX
gi-3704	28	5	inefficient	inefficient	ADJ
gi-3704	28	6	for	for	ADP
gi-3704	28	7	downsampling	downsample	VERB
gi-3704	28	8	(	(	PUNCT
gi-3704	28	9	when	when	SCONJ
gi-3704	28	10	the	the	DET
gi-3704	28	11	input	input	NOUN
gi-3704	28	12	raster	raster	NOUN
gi-3704	28	13	is	be	AUX
gi-3704	28	14	significantly	significantly	ADV
gi-3704	28	15	larger	large	ADJ
gi-3704	28	16	than	than	ADP
gi-3704	28	17	the	the	DET
gi-3704	28	18	desired	desire	VERB
gi-3704	28	19	output	output	NOUN
gi-3704	28	20	)	)	PUNCT
gi-3704	28	21	or	or	CCONJ
gi-3704	28	22	when	when	SCONJ
gi-3704	28	23	only	only	ADV
gi-3704	28	24	a	a	DET
gi-3704	28	25	subset	subset	NOUN
gi-3704	28	26	of	of	ADP
gi-3704	28	27	the	the	DET
gi-3704	28	28	raster	raster	NOUN
gi-3704	28	29	is	be	AUX
gi-3704	28	30	needed	need	VERB
gi-3704	28	31	.	.	PUNCT
gi-3704	29	1	b	b	X
gi-3704	29	2	)	)	PUNCT
gi-3704	29	3	inverse	inverse	NOUN
gi-3704	29	4	transformation	transformation	NOUN
gi-3704	29	5	(	(	PUNCT
gi-3704	29	6	output	output	NOUN
gi-3704	29	7	-	-	PUNCT
gi-3704	29	8	oriented	orient	VERB
gi-3704	29	9	)	)	PUNCT
gi-3704	29	10	the	the	DET
gi-3704	29	11	more	more	ADV
gi-3704	29	12	common	common	ADJ
gi-3704	29	13	approach	approach	NOUN
gi-3704	29	14	is	be	AUX
gi-3704	29	15	to	to	PART
gi-3704	29	16	process	process	VERB
gi-3704	29	17	individual	individual	ADJ
gi-3704	29	18	pixels	pixel	NOUN
gi-3704	29	19	of	of	ADP
gi-3704	29	20	the	the	DET
gi-3704	29	21	output	output	NOUN
gi-3704	29	22	raster	raster	NOUN
gi-3704	29	23	–	–	PUNCT
gi-3704	29	24	determine	determine	VERB
gi-3704	29	25	the	the	DET
gi-3704	29	26	output	output	NOUN
gi-3704	29	27	pixel	pixel	NOUN
gi-3704	29	28	coordinate	coordinate	NOUN
gi-3704	29	29	in	in	ADP
gi-3704	29	30	the	the	DET
gi-3704	29	31	output	output	NOUN
gi-3704	29	32	projection	projection	NOUN
gi-3704	29	33	and	and	CCONJ
gi-3704	29	34	calculate	calculate	NOUN
gi-3704	29	35	input	input	NOUN
gi-3704	29	36	coordinate	coordinate	NOUN
gi-3704	29	37	using	use	VERB
gi-3704	29	38	the	the	DET
gi-3704	29	39	inverse	inverse	NOUN
gi-3704	29	40	transformation	transformation	NOUN
gi-3704	29	41	.	.	PUNCT
gi-3704	30	1	the	the	DET
gi-3704	30	2	color	color	NOUN
gi-3704	30	3	of	of	ADP
gi-3704	30	4	the	the	DET
gi-3704	30	5	output	output	NOUN
gi-3704	30	6	pixel	pixel	NOUN
gi-3704	30	7	is	be	AUX
gi-3704	30	8	then	then	ADV
gi-3704	30	9	determined	determine	VERB
gi-3704	30	10	by	by	ADP
gi-3704	30	11	sampling	sample	VERB
gi-3704	30	12	one	one	NUM
gi-3704	30	13	or	or	CCONJ
gi-3704	30	14	more	more	ADJ
gi-3704	30	15	pixels	pixel	NOUN
gi-3704	30	16	near	near	ADP
gi-3704	30	17	the	the	DET
gi-3704	30	18	appropriate	appropriate	ADJ
gi-3704	30	19	position	position	NOUN
gi-3704	30	20	in	in	ADP
gi-3704	30	21	the	the	DET
gi-3704	30	22	input	input	NOUN
gi-3704	30	23	raster	raster	NOUN
gi-3704	30	24	.	.	PUNCT
gi-3704	31	1	the	the	DET
gi-3704	31	2	particular	particular	ADJ
gi-3704	31	3	sampling	sampling	NOUN
gi-3704	31	4	method	method	NOUN
gi-3704	31	5	depends	depend	VERB
gi-3704	31	6	on	on	ADP
gi-3704	31	7	specific	specific	ADJ
gi-3704	31	8	application	application	NOUN
gi-3704	31	9	needs	need	NOUN
gi-3704	31	10	.	.	PUNCT
gi-3704	32	1	this	this	DET
gi-3704	32	2	solution	solution	NOUN
gi-3704	32	3	provides	provide	VERB
gi-3704	32	4	more	more	ADJ
gi-3704	32	5	control	control	NOUN
gi-3704	32	6	over	over	ADP
gi-3704	32	7	the	the	DET
gi-3704	32	8	process	process	NOUN
gi-3704	32	9	and	and	CCONJ
gi-3704	32	10	can	can	AUX
gi-3704	32	11	be	be	AUX
gi-3704	32	12	often	often	ADV
gi-3704	32	13	computationally	computationally	ADV
gi-3704	32	14	more	more	ADV
gi-3704	32	15	efficient	efficient	ADJ
gi-3704	32	16	(	(	PUNCT
gi-3704	32	17	since	since	SCONJ
gi-3704	32	18	no	no	DET
gi-3704	32	19	unnecessary	unnecessary	ADJ
gi-3704	32	20	transformations	transformation	NOUN
gi-3704	32	21	are	be	AUX
gi-3704	32	22	performed	perform	VERB
gi-3704	32	23	)	)	PUNCT
gi-3704	32	24	.	.	PUNCT
gi-3704	33	1	the	the	DET
gi-3704	33	2	gdalwarp	gdalwarp	ADJ
gi-3704	33	3	utility	utility	NOUN
gi-3704	33	4	–	–	PUNCT
gi-3704	33	5	part	part	NOUN
gi-3704	33	6	of	of	ADP
gi-3704	33	7	gdal	gdal	PROPN
gi-3704	33	8	(	(	PUNCT
gi-3704	33	9	geospatial	geospatial	ADJ
gi-3704	33	10	data	data	PROPN
gi-3704	33	11	abstraction	abstraction	NOUN
gi-3704	33	12	library	library	NOUN
gi-3704	33	13	)	)	PUNCT
gi-3704	34	1	[	[	X
gi-3704	34	2	5	5	NUM
gi-3704	34	3	]	]	PUNCT
gi-3704	34	4	–	–	PUNCT
gi-3704	34	5	is	be	AUX
gi-3704	34	6	often	often	ADV
gi-3704	34	7	used	use	VERB
gi-3704	34	8	for	for	ADP
gi-3704	34	9	raster	raster	NOUN
gi-3704	34	10	data	data	NOUN
gi-3704	34	11	reprojection	reprojection	NOUN
gi-3704	34	12	between	between	ADP
gi-3704	34	13	arbitrary	arbitrary	ADJ
gi-3704	34	14	projections	projection	NOUN
gi-3704	34	15	and	and	CCONJ
gi-3704	34	16	data	datum	NOUN
gi-3704	34	17	formats	format	NOUN
gi-3704	34	18	.	.	PUNCT
gi-3704	35	1	it	it	PRON
gi-3704	35	2	uses	use	VERB
gi-3704	35	3	the	the	DET
gi-3704	35	4	inverse	inverse	NOUN
gi-3704	35	5	projection	projection	NOUN
gi-3704	35	6	approach	approach	NOUN
gi-3704	35	7	described	describe	VERB
gi-3704	35	8	above	above	ADV
gi-3704	35	9	.	.	PUNCT
gi-3704	36	1	geoinformatics	geoinformatic	NOUN
gi-3704	36	2	fce	fce	VERB
gi-3704	36	3	ctu	ctu	NOUN
gi-3704	36	4	15(1	15(1	NUM
gi-3704	36	5	)	)	PUNCT
gi-3704	36	6	,	,	PUNCT
gi-3704	36	7	2016	2016	NUM
gi-3704	36	8	62	62	NUM
gi-3704	36	9	p.	p.	NOUN
gi-3704	36	10	sloup	sloup	NOUN
gi-3704	36	11	:	:	PUNCT
gi-3704	36	12	gpu	gpu	NOUN
gi-3704	36	13	-	-	PUNCT
gi-3704	36	14	accelerated	accelerate	VERB
gi-3704	36	15	raster	raster	NOUN
gi-3704	36	16	map	map	NOUN
gi-3704	36	17	reprojection	reprojection	NOUN
gi-3704	36	18	parallelization	parallelization	NOUN
gi-3704	36	19	large	large	ADJ
gi-3704	36	20	datasets	dataset	NOUN
gi-3704	36	21	usually	usually	ADV
gi-3704	36	22	can	can	AUX
gi-3704	36	23	not	not	PART
gi-3704	36	24	be	be	AUX
gi-3704	36	25	processed	process	VERB
gi-3704	36	26	at	at	ADP
gi-3704	36	27	once	once	ADV
gi-3704	36	28	,	,	PUNCT
gi-3704	36	29	because	because	SCONJ
gi-3704	36	30	the	the	DET
gi-3704	36	31	uncompressed	uncompressed	ADJ
gi-3704	36	32	raster	raster	NOUN
gi-3704	36	33	data	datum	NOUN
gi-3704	36	34	would	would	AUX
gi-3704	36	35	not	not	PART
gi-3704	36	36	fit	fit	VERB
gi-3704	36	37	into	into	ADP
gi-3704	36	38	the	the	DET
gi-3704	36	39	computer	computer	NOUN
gi-3704	36	40	’s	’s	PART
gi-3704	36	41	operating	operate	VERB
gi-3704	36	42	memory	memory	NOUN
gi-3704	36	43	(	(	PUNCT
gi-3704	36	44	or	or	CCONJ
gi-3704	36	45	even	even	ADV
gi-3704	36	46	hard	hard	ADJ
gi-3704	36	47	drive	drive	NOUN
gi-3704	36	48	)	)	PUNCT
gi-3704	36	49	.	.	PUNCT
gi-3704	37	1	the	the	DET
gi-3704	37	2	raster	raster	PROPN
gi-3704	37	3	datasets	dataset	NOUN
gi-3704	37	4	are	be	AUX
gi-3704	37	5	therefore	therefore	ADV
gi-3704	37	6	split	split	VERB
gi-3704	37	7	into	into	ADP
gi-3704	37	8	chunks	chunk	NOUN
gi-3704	37	9	and	and	CCONJ
gi-3704	37	10	each	each	PRON
gi-3704	37	11	of	of	ADP
gi-3704	37	12	them	they	PRON
gi-3704	37	13	is	be	AUX
gi-3704	37	14	processed	process	VERB
gi-3704	37	15	individually	individually	ADV
gi-3704	37	16	.	.	PUNCT
gi-3704	38	1	the	the	DET
gi-3704	38	2	process	process	NOUN
gi-3704	38	3	can	can	AUX
gi-3704	38	4	be	be	AUX
gi-3704	38	5	parallelized	parallelize	VERB
gi-3704	38	6	on	on	ADP
gi-3704	38	7	several	several	ADJ
gi-3704	38	8	levels	level	NOUN
gi-3704	38	9	–	–	PUNCT
gi-3704	38	10	ranging	range	VERB
gi-3704	38	11	from	from	ADP
gi-3704	38	12	task	task	NOUN
gi-3704	38	13	parallelism	parallelism	NOUN
gi-3704	38	14	(	(	PUNCT
gi-3704	38	15	or	or	CCONJ
gi-3704	38	16	control	control	NOUN
gi-3704	38	17	parallelism	parallelism	NOUN
gi-3704	38	18	)	)	PUNCT
gi-3704	38	19	to	to	ADP
gi-3704	38	20	data	data	NOUN
gi-3704	38	21	parallelism	parallelism	NOUN
gi-3704	38	22	,	,	PUNCT
gi-3704	38	23	which	which	PRON
gi-3704	38	24	usually	usually	ADV
gi-3704	38	25	scales	scale	VERB
gi-3704	38	26	better	well	ADV
gi-3704	38	27	with	with	ADP
gi-3704	38	28	the	the	DET
gi-3704	38	29	size	size	NOUN
gi-3704	38	30	of	of	ADP
gi-3704	38	31	a	a	DET
gi-3704	38	32	problem	problem	NOUN
gi-3704	38	33	[	[	X
gi-3704	38	34	1	1	NUM
gi-3704	38	35	]	]	X
gi-3704	38	36	:	:	PUNCT
gi-3704	38	37	a	a	X
gi-3704	38	38	)	)	PUNCT
gi-3704	38	39	input	input	NOUN
gi-3704	38	40	/	/	SYM
gi-3704	38	41	output	output	NOUN
gi-3704	38	42	operations	operation	NOUN
gi-3704	38	43	the	the	DET
gi-3704	38	44	reprojection	reprojection	NOUN
gi-3704	38	45	is	be	AUX
gi-3704	38	46	done	do	VERB
gi-3704	38	47	sequentially	sequentially	ADV
gi-3704	38	48	by	by	ADP
gi-3704	38	49	a	a	DET
gi-3704	38	50	single	single	ADJ
gi-3704	38	51	thread	thread	NOUN
gi-3704	38	52	(	(	PUNCT
gi-3704	38	53	chunk	chunk	NOUN
gi-3704	38	54	-	-	PUNCT
gi-3704	38	55	by	by	ADP
gi-3704	38	56	-	-	PUNCT
gi-3704	38	57	chunk	chunk	NOUN
gi-3704	38	58	)	)	PUNCT
gi-3704	38	59	,	,	PUNCT
gi-3704	38	60	but	but	CCONJ
gi-3704	38	61	the	the	DET
gi-3704	38	62	blocking	block	VERB
gi-3704	38	63	io	io	PROPN
gi-3704	38	64	operations	operation	NOUN
gi-3704	38	65	are	be	AUX
gi-3704	38	66	done	do	VERB
gi-3704	38	67	asynchronously	asynchronously	ADV
gi-3704	38	68	in	in	ADP
gi-3704	38	69	a	a	DET
gi-3704	38	70	second	second	ADJ
gi-3704	38	71	thread	thread	NOUN
gi-3704	38	72	(	(	PUNCT
gi-3704	38	73	preparing	prepare	VERB
gi-3704	38	74	data	datum	NOUN
gi-3704	38	75	for	for	ADP
gi-3704	38	76	the	the	DET
gi-3704	38	77	main	main	ADJ
gi-3704	38	78	thread	thread	NOUN
gi-3704	38	79	)	)	PUNCT
gi-3704	38	80	.	.	PUNCT
gi-3704	39	1	b	b	X
gi-3704	39	2	)	)	PUNCT
gi-3704	39	3	raster	raster	NOUN
gi-3704	39	4	blocks	block	NOUN
gi-3704	39	5	(	(	PUNCT
gi-3704	39	6	chunks	chunk	NOUN
gi-3704	39	7	)	)	PUNCT
gi-3704	39	8	several	several	ADJ
gi-3704	39	9	chunks	chunk	NOUN
gi-3704	39	10	can	can	AUX
gi-3704	39	11	be	be	AUX
gi-3704	39	12	processed	process	VERB
gi-3704	39	13	in	in	ADP
gi-3704	39	14	parallel	parallel	ADJ
gi-3704	39	15	–	–	PUNCT
gi-3704	39	16	modern	modern	ADJ
gi-3704	39	17	cpus	cpu	NOUN
gi-3704	39	18	can	can	AUX
gi-3704	39	19	efficiently	efficiently	ADV
gi-3704	39	20	run	run	VERB
gi-3704	39	21	up	up	ADP
gi-3704	39	22	to	to	ADP
gi-3704	39	23	16	16	NUM
gi-3704	39	24	threads	thread	NOUN
gi-3704	39	25	.	.	PUNCT
gi-3704	40	1	gdal	gdal	PROPN
gi-3704	40	2	implements	implement	VERB
gi-3704	40	3	this	this	DET
gi-3704	40	4	parallelization	parallelization	NOUN
gi-3704	40	5	approach	approach	NOUN
gi-3704	40	6	.	.	PUNCT
gi-3704	41	1	the	the	DET
gi-3704	41	2	calculations	calculation	NOUN
gi-3704	41	3	over	over	ADP
gi-3704	41	4	particular	particular	ADJ
gi-3704	41	5	chunk	chunk	NOUN
gi-3704	41	6	(	(	PUNCT
gi-3704	41	7	including	include	VERB
gi-3704	41	8	transformations	transformation	NOUN
gi-3704	41	9	)	)	PUNCT
gi-3704	41	10	are	be	AUX
gi-3704	41	11	,	,	PUNCT
gi-3704	41	12	however	however	ADV
gi-3704	41	13	,	,	PUNCT
gi-3704	41	14	still	still	ADV
gi-3704	41	15	performed	perform	VERB
gi-3704	41	16	sequentially	sequentially	ADV
gi-3704	41	17	.	.	PUNCT
gi-3704	42	1	c	c	X
gi-3704	42	2	)	)	PUNCT
gi-3704	42	3	individual	individual	ADJ
gi-3704	42	4	pixels	pixel	VERB
gi-3704	42	5	the	the	DET
gi-3704	42	6	most	most	ADV
gi-3704	42	7	fine	fine	ADV
gi-3704	42	8	-	-	PUNCT
gi-3704	42	9	grained	grain	VERB
gi-3704	42	10	approach	approach	NOUN
gi-3704	42	11	is	be	AUX
gi-3704	42	12	to	to	PART
gi-3704	42	13	parallelize	parallelize	VERB
gi-3704	42	14	the	the	DET
gi-3704	42	15	individual	individual	ADJ
gi-3704	42	16	per	per	ADP
gi-3704	42	17	-	-	PUNCT
gi-3704	42	18	pixel	pixel	NOUN
gi-3704	42	19	calculations	calculation	NOUN
gi-3704	42	20	:	:	PUNCT
gi-3704	42	21	inverse	inverse	NOUN
gi-3704	42	22	transformation	transformation	NOUN
gi-3704	42	23	,	,	PUNCT
gi-3704	42	24	resampling	resample	VERB
gi-3704	42	25	,	,	PUNCT
gi-3704	42	26	postprocessing	postprocessing	NOUN
gi-3704	42	27	operations	operation	NOUN
gi-3704	42	28	.	.	PUNCT
gi-3704	43	1	the	the	DET
gi-3704	43	2	per	per	ADP
gi-3704	43	3	-	-	PUNCT
gi-3704	43	4	pixel	pixel	NOUN
gi-3704	43	5	parallelization	parallelization	NOUN
gi-3704	43	6	is	be	AUX
gi-3704	43	7	not	not	PART
gi-3704	43	8	suitable	suitable	ADJ
gi-3704	43	9	for	for	ADP
gi-3704	43	10	regular	regular	ADJ
gi-3704	43	11	cpu	cpu	NOUN
gi-3704	43	12	(	(	PUNCT
gi-3704	43	13	central	central	ADJ
gi-3704	43	14	processing	processing	NOUN
gi-3704	43	15	unit	unit	NOUN
gi-3704	43	16	)	)	PUNCT
gi-3704	43	17	architecture	architecture	NOUN
gi-3704	43	18	–	–	PUNCT
gi-3704	43	19	the	the	DET
gi-3704	43	20	overhead	overhead	NOUN
gi-3704	43	21	of	of	ADP
gi-3704	43	22	creating	create	VERB
gi-3704	43	23	and	and	CCONJ
gi-3704	43	24	running	run	VERB
gi-3704	43	25	thousands	thousand	NOUN
gi-3704	43	26	of	of	ADP
gi-3704	43	27	threads	thread	NOUN
gi-3704	43	28	on	on	ADP
gi-3704	43	29	(	(	PUNCT
gi-3704	43	30	up	up	ADP
gi-3704	43	31	to	to	PART
gi-3704	43	32	)	)	PUNCT
gi-3704	43	33	tens	ten	NOUN
gi-3704	43	34	of	of	ADP
gi-3704	43	35	cores	core	NOUN
gi-3704	43	36	would	would	AUX
gi-3704	43	37	significantly	significantly	ADV
gi-3704	43	38	outweigh	outweigh	VERB
gi-3704	43	39	any	any	DET
gi-3704	43	40	performance	performance	NOUN
gi-3704	43	41	gain	gain	NOUN
gi-3704	43	42	.	.	PUNCT
gi-3704	44	1	modern	modern	ADJ
gi-3704	44	2	gpus	gpu	NOUN
gi-3704	44	3	,	,	PUNCT
gi-3704	44	4	on	on	ADP
gi-3704	44	5	the	the	DET
gi-3704	44	6	other	other	ADJ
gi-3704	44	7	hand	hand	NOUN
gi-3704	44	8	,	,	PUNCT
gi-3704	44	9	can	can	AUX
gi-3704	44	10	have	have	VERB
gi-3704	44	11	up	up	ADP
gi-3704	44	12	to	to	PART
gi-3704	44	13	thousands	thousand	NOUN
gi-3704	44	14	of	of	ADP
gi-3704	44	15	cores	core	NOUN
gi-3704	44	16	that	that	PRON
gi-3704	44	17	can	can	AUX
gi-3704	44	18	be	be	AUX
gi-3704	44	19	programmed	program	VERB
gi-3704	44	20	to	to	PART
gi-3704	44	21	perform	perform	VERB
gi-3704	44	22	various	various	ADJ
gi-3704	44	23	calculations	calculation	NOUN
gi-3704	44	24	.	.	PUNCT
gi-3704	45	1	this	this	PRON
gi-3704	45	2	allows	allow	VERB
gi-3704	45	3	the	the	DET
gi-3704	45	4	developers	developer	NOUN
gi-3704	45	5	to	to	PART
gi-3704	45	6	perceive	perceive	VERB
gi-3704	45	7	the	the	DET
gi-3704	45	8	gpus	gpu	NOUN
gi-3704	45	9	as	as	ADP
gi-3704	45	10	parallel	parallel	ADJ
gi-3704	45	11	computers	computer	NOUN
gi-3704	45	12	and	and	CCONJ
gi-3704	45	13	employ	employ	VERB
gi-3704	45	14	data	data	NOUN
gi-3704	45	15	-	-	PUNCT
gi-3704	45	16	parallel	parallel	ADJ
gi-3704	45	17	programming	programming	NOUN
gi-3704	45	18	style	style	NOUN
gi-3704	45	19	[	[	X
gi-3704	45	20	6	6	NUM
gi-3704	45	21	]	]	PUNCT
gi-3704	45	22	.	.	PUNCT
gi-3704	46	1	general	general	ADJ
gi-3704	46	2	-	-	PUNCT
gi-3704	46	3	purpose	purpose	NOUN
gi-3704	46	4	computing	computing	NOUN
gi-3704	46	5	on	on	ADP
gi-3704	46	6	graphics	graphic	NOUN
gi-3704	46	7	processing	processing	NOUN
gi-3704	46	8	units	unit	NOUN
gi-3704	46	9	at	at	ADP
gi-3704	46	10	the	the	DET
gi-3704	46	11	beginning	beginning	NOUN
gi-3704	46	12	of	of	ADP
gi-3704	46	13	the	the	DET
gi-3704	46	14	21st	21st	ADJ
gi-3704	46	15	century	century	NOUN
gi-3704	46	16	,	,	PUNCT
gi-3704	46	17	the	the	DET
gi-3704	46	18	gpu	gpu	NOUN
gi-3704	46	19	manufacturers	manufacturer	NOUN
gi-3704	46	20	(	(	PUNCT
gi-3704	46	21	driven	drive	VERB
gi-3704	46	22	by	by	ADP
gi-3704	46	23	the	the	DET
gi-3704	46	24	entertainment	entertainment	NOUN
gi-3704	46	25	industry	industry	NOUN
gi-3704	46	26	)	)	PUNCT
gi-3704	46	27	started	start	VERB
gi-3704	46	28	to	to	PART
gi-3704	46	29	implement	implement	VERB
gi-3704	46	30	the	the	DET
gi-3704	46	31	programmable	programmable	ADJ
gi-3704	46	32	pipeline	pipeline	NOUN
gi-3704	46	33	model	model	NOUN
gi-3704	46	34	(	(	PUNCT
gi-3704	46	35	as	as	SCONJ
gi-3704	46	36	opposed	oppose	VERB
gi-3704	46	37	to	to	ADP
gi-3704	46	38	the	the	DET
gi-3704	46	39	fixedfunction	fixedfunction	NOUN
gi-3704	46	40	pipeline	pipeline	NOUN
gi-3704	46	41	,	,	PUNCT
gi-3704	46	42	where	where	SCONJ
gi-3704	46	43	the	the	DET
gi-3704	46	44	graphics	graphic	NOUN
gi-3704	46	45	data	datum	NOUN
gi-3704	46	46	processing	processing	NOUN
gi-3704	46	47	is	be	AUX
gi-3704	46	48	largely	largely	ADV
gi-3704	46	49	fixed	fix	VERB
gi-3704	46	50	and	and	CCONJ
gi-3704	46	51	can	can	AUX
gi-3704	46	52	not	not	PART
gi-3704	46	53	be	be	AUX
gi-3704	46	54	programmed	program	VERB
gi-3704	46	55	)	)	PUNCT
gi-3704	46	56	.	.	PUNCT
gi-3704	47	1	the	the	DET
gi-3704	47	2	programmable	programmable	ADJ
gi-3704	47	3	pipeline	pipeline	NOUN
gi-3704	47	4	allows	allow	VERB
gi-3704	47	5	the	the	DET
gi-3704	47	6	developers	developer	NOUN
gi-3704	47	7	to	to	PART
gi-3704	47	8	manipulate	manipulate	VERB
gi-3704	47	9	the	the	DET
gi-3704	47	10	graphics	graphic	NOUN
gi-3704	47	11	processing	processing	NOUN
gi-3704	47	12	and	and	CCONJ
gi-3704	47	13	rendering	render	VERB
gi-3704	47	14	by	by	ADP
gi-3704	47	15	writing	write	VERB
gi-3704	47	16	small	small	ADJ
gi-3704	47	17	programs	program	NOUN
gi-3704	47	18	called	call	VERB
gi-3704	47	19	shaders	shader	NOUN
gi-3704	47	20	.	.	PUNCT
gi-3704	48	1	the	the	DET
gi-3704	48	2	popularity	popularity	NOUN
gi-3704	48	3	of	of	ADP
gi-3704	48	4	this	this	DET
gi-3704	48	5	model	model	NOUN
gi-3704	48	6	led	lead	VERB
gi-3704	48	7	to	to	ADP
gi-3704	48	8	a	a	DET
gi-3704	48	9	gradual	gradual	ADJ
gi-3704	48	10	increase	increase	NOUN
gi-3704	48	11	in	in	ADP
gi-3704	48	12	the	the	DET
gi-3704	48	13	number	number	NOUN
gi-3704	48	14	of	of	ADP
gi-3704	48	15	processing	processing	NOUN
gi-3704	48	16	cores	core	NOUN
gi-3704	48	17	,	,	PUNCT
gi-3704	48	18	which	which	PRON
gi-3704	48	19	are	be	AUX
gi-3704	48	20	used	use	VERB
gi-3704	48	21	to	to	PART
gi-3704	48	22	execute	execute	VERB
gi-3704	48	23	the	the	DET
gi-3704	48	24	shaders	shader	NOUN
gi-3704	48	25	.	.	PUNCT
gi-3704	49	1	the	the	DET
gi-3704	49	2	most	most	ADV
gi-3704	49	3	common	common	ADJ
gi-3704	49	4	frameworks	framework	NOUN
gi-3704	49	5	for	for	ADP
gi-3704	49	6	gpu	gpu	NOUN
gi-3704	49	7	programming	programming	NOUN
gi-3704	49	8	of	of	ADP
gi-3704	49	9	graphics	graphic	NOUN
gi-3704	49	10	are	be	AUX
gi-3704	49	11	opengl	opengl	VERB
gi-3704	49	12	(	(	PUNCT
gi-3704	49	13	open	open	ADJ
gi-3704	49	14	graphics	graphic	NOUN
gi-3704	49	15	library	library	NOUN
gi-3704	49	16	)	)	PUNCT
gi-3704	49	17	and	and	CCONJ
gi-3704	49	18	directx	directx	NOUN
gi-3704	49	19	.	.	PUNCT
gi-3704	50	1	since	since	SCONJ
gi-3704	50	2	a	a	DET
gi-3704	50	3	large	large	ADJ
gi-3704	50	4	number	number	NOUN
gi-3704	50	5	of	of	ADP
gi-3704	50	6	cores	core	NOUN
gi-3704	50	7	(	(	PUNCT
gi-3704	50	8	up	up	ADP
gi-3704	50	9	to	to	PART
gi-3704	50	10	thousands	thousand	NOUN
gi-3704	50	11	)	)	PUNCT
gi-3704	50	12	can	can	AUX
gi-3704	50	13	be	be	AUX
gi-3704	50	14	very	very	ADV
gi-3704	50	15	beneficial	beneficial	ADJ
gi-3704	50	16	for	for	ADP
gi-3704	50	17	many	many	ADJ
gi-3704	50	18	non	non	ADJ
gi-3704	50	19	-	-	ADJ
gi-3704	50	20	graphics	graphic	NOUN
gi-3704	50	21	applications	application	NOUN
gi-3704	50	22	[	[	X
gi-3704	50	23	9	9	NUM
gi-3704	50	24	]	]	PUNCT
gi-3704	50	25	,	,	PUNCT
gi-3704	50	26	there	there	PRON
gi-3704	50	27	has	have	AUX
gi-3704	50	28	been	be	AUX
gi-3704	50	29	a	a	DET
gi-3704	50	30	significant	significant	ADJ
gi-3704	50	31	development	development	NOUN
gi-3704	50	32	in	in	ADP
gi-3704	50	33	the	the	DET
gi-3704	50	34	area	area	NOUN
gi-3704	50	35	of	of	ADP
gi-3704	50	36	gpgpu	gpgpu	PROPN
gi-3704	50	37	(	(	PUNCT
gi-3704	50	38	generalpurpose	generalpurpose	NOUN
gi-3704	50	39	computing	computing	NOUN
gi-3704	50	40	on	on	ADP
gi-3704	50	41	graphics	graphic	NOUN
gi-3704	50	42	processing	processing	NOUN
gi-3704	50	43	units	unit	NOUN
gi-3704	50	44	)	)	PUNCT
gi-3704	50	45	over	over	ADP
gi-3704	50	46	the	the	DET
gi-3704	50	47	last	last	ADJ
gi-3704	50	48	several	several	ADJ
gi-3704	50	49	years	year	NOUN
gi-3704	50	50	.	.	PUNCT
gi-3704	51	1	opencl	opencl	PROPN
gi-3704	51	2	opencl	opencl	PROPN
gi-3704	51	3	(	(	PUNCT
gi-3704	51	4	open	open	ADJ
gi-3704	51	5	computing	computing	NOUN
gi-3704	51	6	language	language	NOUN
gi-3704	51	7	)	)	PUNCT
gi-3704	52	1	[	[	X
gi-3704	52	2	8	8	NUM
gi-3704	52	3	]	]	PUNCT
gi-3704	52	4	is	be	AUX
gi-3704	52	5	a	a	DET
gi-3704	52	6	framework	framework	NOUN
gi-3704	52	7	for	for	ADP
gi-3704	52	8	applications	application	NOUN
gi-3704	52	9	executing	execute	VERB
gi-3704	52	10	across	across	ADP
gi-3704	52	11	heterogeneous	heterogeneous	ADJ
gi-3704	52	12	platforms	platform	NOUN
gi-3704	52	13	such	such	ADJ
gi-3704	52	14	as	as	ADP
gi-3704	52	15	cpus	cpus	NOUN
gi-3704	52	16	and	and	CCONJ
gi-3704	52	17	gpus	gpu	NOUN
gi-3704	52	18	.	.	PUNCT
gi-3704	53	1	it	it	PRON
gi-3704	53	2	is	be	AUX
gi-3704	53	3	an	an	DET
gi-3704	53	4	open	open	ADJ
gi-3704	53	5	standard	standard	NOUN
gi-3704	53	6	that	that	PRON
gi-3704	53	7	provides	provide	VERB
gi-3704	53	8	a	a	DET
gi-3704	53	9	cross	cross	ADJ
gi-3704	53	10	-	-	ADJ
gi-3704	53	11	platform	platform	ADJ
gi-3704	53	12	abstraction	abstraction	NOUN
gi-3704	53	13	to	to	ADP
gi-3704	53	14	the	the	DET
gi-3704	53	15	gpgpu	gpgpu	PROPN
gi-3704	53	16	capabilities	capability	NOUN
gi-3704	53	17	(	(	PUNCT
gi-3704	53	18	as	as	ADV
gi-3704	53	19	well	well	ADV
gi-3704	53	20	as	as	ADP
gi-3704	53	21	cpu	cpu	NOUN
gi-3704	53	22	parallelism	parallelism	NOUN
gi-3704	53	23	)	)	PUNCT
gi-3704	53	24	.	.	PUNCT
gi-3704	54	1	opencl	opencl	PROPN
gi-3704	54	2	geoinformatics	geoinformatic	NOUN
gi-3704	54	3	fce	fce	VERB
gi-3704	54	4	ctu	ctu	NOUN
gi-3704	54	5	15(1	15(1	NUM
gi-3704	54	6	)	)	PUNCT
gi-3704	54	7	,	,	PUNCT
gi-3704	54	8	2016	2016	NUM
gi-3704	54	9	63	63	NUM
gi-3704	54	10	p.	p.	NOUN
gi-3704	54	11	sloup	sloup	NOUN
gi-3704	54	12	:	:	PUNCT
gi-3704	54	13	gpu	gpu	NOUN
gi-3704	54	14	-	-	PUNCT
gi-3704	54	15	accelerated	accelerate	VERB
gi-3704	54	16	raster	raster	NOUN
gi-3704	54	17	map	map	NOUN
gi-3704	54	18	reprojection	reprojection	NOUN
gi-3704	54	19	drivers	driver	NOUN
gi-3704	54	20	are	be	AUX
gi-3704	54	21	available	available	ADJ
gi-3704	54	22	for	for	ADP
gi-3704	54	23	all	all	DET
gi-3704	54	24	the	the	DET
gi-3704	54	25	latest	late	ADJ
gi-3704	54	26	graphics	graphic	NOUN
gi-3704	54	27	cards	card	NOUN
gi-3704	54	28	from	from	ADP
gi-3704	54	29	major	major	ADJ
gi-3704	54	30	manufacturers	manufacturer	NOUN
gi-3704	54	31	for	for	ADP
gi-3704	54	32	all	all	DET
gi-3704	54	33	major	major	ADJ
gi-3704	54	34	operating	operating	NOUN
gi-3704	54	35	systems	system	NOUN
gi-3704	54	36	.	.	PUNCT
gi-3704	55	1	the	the	DET
gi-3704	55	2	framework	framework	NOUN
gi-3704	55	3	can	can	AUX
gi-3704	55	4	be	be	AUX
gi-3704	55	5	used	use	VERB
gi-3704	55	6	to	to	PART
gi-3704	55	7	create	create	VERB
gi-3704	55	8	applications	application	NOUN
gi-3704	55	9	running	run	VERB
gi-3704	55	10	on	on	ADP
gi-3704	55	11	the	the	DET
gi-3704	55	12	host	host	NOUN
gi-3704	55	13	(	(	PUNCT
gi-3704	55	14	cpu	cpu	PROPN
gi-3704	55	15	)	)	PUNCT
gi-3704	55	16	that	that	PRON
gi-3704	55	17	can	can	AUX
gi-3704	55	18	initiate	initiate	VERB
gi-3704	55	19	data	data	NOUN
gi-3704	55	20	transfers	transfer	NOUN
gi-3704	55	21	and	and	CCONJ
gi-3704	55	22	execute	execute	VERB
gi-3704	55	23	programs	program	NOUN
gi-3704	55	24	(	(	PUNCT
gi-3704	55	25	called	call	VERB
gi-3704	55	26	kernels	kernel	NOUN
gi-3704	55	27	–	–	PUNCT
gi-3704	55	28	the	the	DET
gi-3704	55	29	analogy	analogy	NOUN
gi-3704	55	30	of	of	ADP
gi-3704	55	31	the	the	DET
gi-3704	55	32	shaders	shader	NOUN
gi-3704	55	33	)	)	PUNCT
gi-3704	55	34	on	on	ADP
gi-3704	55	35	the	the	DET
gi-3704	55	36	device	device	NOUN
gi-3704	55	37	(	(	PUNCT
gi-3704	55	38	gpu	gpu	NOUN
gi-3704	55	39	)	)	PUNCT
gi-3704	55	40	.	.	PUNCT
gi-3704	56	1	the	the	DET
gi-3704	56	2	kernels	kernel	NOUN
gi-3704	56	3	are	be	AUX
gi-3704	56	4	written	write	VERB
gi-3704	56	5	in	in	ADP
gi-3704	56	6	opencl	opencl	NOUN
gi-3704	56	7	c	c	PROPN
gi-3704	56	8	language	language	NOUN
gi-3704	56	9	,	,	PUNCT
gi-3704	56	10	which	which	PRON
gi-3704	56	11	is	be	AUX
gi-3704	56	12	based	base	VERB
gi-3704	56	13	on	on	ADP
gi-3704	56	14	c	c	PROPN
gi-3704	56	15	programming	programming	NOUN
gi-3704	56	16	language	language	NOUN
gi-3704	56	17	[	[	X
gi-3704	56	18	7	7	NUM
gi-3704	56	19	]	]	PUNCT
gi-3704	56	20	.	.	PUNCT
gi-3704	57	1	the	the	DET
gi-3704	57	2	code	code	NOUN
gi-3704	57	3	is	be	AUX
gi-3704	57	4	compiled	compile	VERB
gi-3704	57	5	at	at	ADP
gi-3704	57	6	runtime	runtime	NOUN
gi-3704	57	7	by	by	ADP
gi-3704	57	8	the	the	DET
gi-3704	57	9	hardware	hardware	NOUN
gi-3704	57	10	-	-	PUNCT
gi-3704	57	11	specific	specific	ADJ
gi-3704	57	12	opencl	opencl	NOUN
gi-3704	57	13	drivers	driver	NOUN
gi-3704	57	14	to	to	PART
gi-3704	57	15	ensure	ensure	VERB
gi-3704	57	16	maximal	maximal	ADJ
gi-3704	57	17	portability	portability	NOUN
gi-3704	57	18	.	.	PUNCT
gi-3704	58	1	the	the	DET
gi-3704	58	2	kernels	kernel	NOUN
gi-3704	58	3	do	do	AUX
gi-3704	58	4	not	not	PART
gi-3704	58	5	have	have	VERB
gi-3704	58	6	access	access	NOUN
gi-3704	58	7	to	to	ADP
gi-3704	58	8	io	io	NOUN
gi-3704	58	9	operations	operation	NOUN
gi-3704	58	10	(	(	PUNCT
gi-3704	58	11	filesystem	filesystem	ADJ
gi-3704	58	12	,	,	PUNCT
gi-3704	58	13	networking	networking	NOUN
gi-3704	58	14	,	,	PUNCT
gi-3704	58	15	.	.	PUNCT
gi-3704	58	16	.	.	PUNCT
gi-3704	58	17	.	.	PUNCT
gi-3704	58	18	)	)	PUNCT
gi-3704	59	1	–	–	PUNCT
gi-3704	59	2	this	this	PRON
gi-3704	59	3	has	have	VERB
gi-3704	59	4	to	to	PART
gi-3704	59	5	be	be	AUX
gi-3704	59	6	handled	handle	VERB
gi-3704	59	7	by	by	ADP
gi-3704	59	8	the	the	DET
gi-3704	59	9	host	host	NOUN
gi-3704	59	10	process	process	NOUN
gi-3704	59	11	and	and	CCONJ
gi-3704	59	12	all	all	DET
gi-3704	59	13	the	the	DET
gi-3704	59	14	required	require	VERB
gi-3704	59	15	data	datum	NOUN
gi-3704	59	16	need	need	VERB
gi-3704	59	17	to	to	PART
gi-3704	59	18	be	be	AUX
gi-3704	59	19	explicitly	explicitly	ADV
gi-3704	59	20	transferred	transfer	VERB
gi-3704	59	21	to	to	ADP
gi-3704	59	22	the	the	DET
gi-3704	59	23	device	device	NOUN
gi-3704	59	24	memory	memory	NOUN
gi-3704	59	25	prior	prior	ADV
gi-3704	59	26	to	to	ADP
gi-3704	59	27	the	the	DET
gi-3704	59	28	kernel	kernel	NOUN
gi-3704	59	29	execution	execution	NOUN
gi-3704	59	30	.	.	PUNCT
gi-3704	60	1	when	when	SCONJ
gi-3704	60	2	the	the	DET
gi-3704	60	3	kernel	kernel	NOUN
gi-3704	60	4	is	be	AUX
gi-3704	60	5	executed	execute	VERB
gi-3704	60	6	,	,	PUNCT
gi-3704	60	7	it	it	PRON
gi-3704	60	8	can	can	AUX
gi-3704	60	9	run	run	VERB
gi-3704	60	10	many	many	ADJ
gi-3704	60	11	times	time	NOUN
gi-3704	60	12	in	in	ADP
gi-3704	60	13	parallel	parallel	NOUN
gi-3704	60	14	(	(	PUNCT
gi-3704	60	15	up	up	ADP
gi-3704	60	16	to	to	ADP
gi-3704	60	17	the	the	DET
gi-3704	60	18	number	number	NOUN
gi-3704	60	19	of	of	ADP
gi-3704	60	20	available	available	ADJ
gi-3704	60	21	cores	core	NOUN
gi-3704	60	22	)	)	PUNCT
gi-3704	60	23	,	,	PUNCT
gi-3704	60	24	but	but	CCONJ
gi-3704	60	25	the	the	DET
gi-3704	60	26	execution	execution	NOUN
gi-3704	60	27	is	be	AUX
gi-3704	60	28	similar	similar	ADJ
gi-3704	60	29	to	to	ADP
gi-3704	60	30	simd	simd	PROPN
gi-3704	60	31	model	model	NOUN
gi-3704	60	32	(	(	PUNCT
gi-3704	60	33	single	single	ADJ
gi-3704	60	34	instruction	instruction	NOUN
gi-3704	60	35	,	,	PUNCT
gi-3704	60	36	multiple	multiple	ADJ
gi-3704	60	37	data	datum	NOUN
gi-3704	60	38	;	;	PUNCT
gi-3704	60	39	according	accord	VERB
gi-3704	60	40	to	to	ADP
gi-3704	60	41	flynn	flynn	PROPN
gi-3704	60	42	’s	’s	PART
gi-3704	60	43	taxonomy	taxonomy	NOUN
gi-3704	60	44	[	[	X
gi-3704	60	45	3	3	NUM
gi-3704	60	46	]	]	PUNCT
gi-3704	60	47	)	)	PUNCT
gi-3704	60	48	when	when	SCONJ
gi-3704	60	49	running	run	VERB
gi-3704	60	50	on	on	ADP
gi-3704	60	51	gpu	gpu	NOUN
gi-3704	60	52	device	device	NOUN
gi-3704	60	53	–	–	PUNCT
gi-3704	60	54	all	all	DET
gi-3704	60	55	the	the	DET
gi-3704	60	56	threads	thread	NOUN
gi-3704	60	57	are	be	AUX
gi-3704	60	58	executing	execute	VERB
gi-3704	60	59	the	the	DET
gi-3704	60	60	same	same	ADJ
gi-3704	60	61	instruction	instruction	NOUN
gi-3704	60	62	at	at	ADP
gi-3704	60	63	any	any	DET
gi-3704	60	64	given	give	VERB
gi-3704	60	65	time	time	NOUN
gi-3704	60	66	.	.	PUNCT
gi-3704	61	1	it	it	PRON
gi-3704	61	2	is	be	AUX
gi-3704	61	3	therefore	therefore	ADV
gi-3704	61	4	important	important	ADJ
gi-3704	61	5	to	to	PART
gi-3704	61	6	avoid	avoid	VERB
gi-3704	61	7	code	code	NOUN
gi-3704	61	8	branching	branch	VERB
gi-3704	61	9	(	(	PUNCT
gi-3704	61	10	conditional	conditional	ADJ
gi-3704	61	11	statements	statement	NOUN
gi-3704	61	12	,	,	PUNCT
gi-3704	61	13	loops	loop	NOUN
gi-3704	61	14	with	with	ADP
gi-3704	61	15	a	a	DET
gi-3704	61	16	dynamic	dynamic	ADJ
gi-3704	61	17	number	number	NOUN
gi-3704	61	18	of	of	ADP
gi-3704	61	19	iterations	iteration	NOUN
gi-3704	61	20	,	,	PUNCT
gi-3704	61	21	.	.	PUNCT
gi-3704	61	22	.	.	PUNCT
gi-3704	61	23	.	.	PUNCT
gi-3704	61	24	)	)	PUNCT
gi-3704	62	1	to	to	PART
gi-3704	62	2	optimize	optimize	VERB
gi-3704	62	3	performance	performance	NOUN
gi-3704	62	4	.	.	PUNCT
gi-3704	63	1	this	this	PRON
gi-3704	63	2	is	be	AUX
gi-3704	63	3	a	a	DET
gi-3704	63	4	restriction	restriction	NOUN
gi-3704	63	5	of	of	ADP
gi-3704	63	6	given	give	VERB
gi-3704	63	7	hardware	hardware	NOUN
gi-3704	63	8	architecture	architecture	NOUN
gi-3704	63	9	(	(	PUNCT
gi-3704	63	10	in	in	ADP
gi-3704	63	11	comparison	comparison	NOUN
gi-3704	63	12	to	to	ADP
gi-3704	63	13	cpu	cpu	PROPN
gi-3704	63	14	)	)	PUNCT
gi-3704	63	15	,	,	PUNCT
gi-3704	63	16	which	which	PRON
gi-3704	63	17	allows	allow	VERB
gi-3704	63	18	for	for	ADP
gi-3704	63	19	the	the	DET
gi-3704	63	20	much	much	ADV
gi-3704	63	21	higher	high	ADJ
gi-3704	63	22	number	number	NOUN
gi-3704	63	23	of	of	ADP
gi-3704	63	24	cores	core	NOUN
gi-3704	63	25	.	.	PUNCT
gi-3704	64	1	opencl	opencl	NOUN
gi-3704	64	2	-	-	PUNCT
gi-3704	64	3	accelerated	accelerate	VERB
gi-3704	64	4	warping	warp	VERB
gi-3704	64	5	experimental	experimental	ADJ
gi-3704	64	6	implementation	implementation	NOUN
gi-3704	64	7	was	be	AUX
gi-3704	64	8	created	create	VERB
gi-3704	64	9	to	to	PART
gi-3704	64	10	evaluate	evaluate	VERB
gi-3704	64	11	the	the	DET
gi-3704	64	12	proposed	propose	VERB
gi-3704	64	13	idea	idea	NOUN
gi-3704	64	14	of	of	ADP
gi-3704	64	15	raster	raster	NOUN
gi-3704	64	16	warping	warping	NOUN
gi-3704	64	17	using	use	VERB
gi-3704	64	18	opencl	opencl	NOUN
gi-3704	64	19	.	.	PUNCT
gi-3704	65	1	the	the	DET
gi-3704	65	2	implemented	implement	VERB
gi-3704	65	3	method	method	NOUN
gi-3704	65	4	can	can	AUX
gi-3704	65	5	be	be	AUX
gi-3704	65	6	summed	sum	VERB
gi-3704	65	7	up	up	ADP
gi-3704	65	8	into	into	ADP
gi-3704	65	9	the	the	DET
gi-3704	65	10	following	follow	VERB
gi-3704	65	11	steps	step	NOUN
gi-3704	65	12	:	:	PUNCT
gi-3704	65	13	1	1	X
gi-3704	65	14	.	.	X
gi-3704	66	1	the	the	DET
gi-3704	66	2	required	require	VERB
gi-3704	66	3	output	output	NOUN
gi-3704	66	4	raster	raster	NOUN
gi-3704	66	5	is	be	AUX
gi-3704	66	6	divided	divide	VERB
gi-3704	66	7	into	into	ADP
gi-3704	66	8	several	several	ADJ
gi-3704	66	9	more	more	ADV
gi-3704	66	10	manageable	manageable	ADJ
gi-3704	66	11	chunks	chunk	NOUN
gi-3704	66	12	than	than	SCONJ
gi-3704	66	13	can	can	AUX
gi-3704	66	14	fit	fit	VERB
gi-3704	66	15	into	into	ADP
gi-3704	66	16	the	the	DET
gi-3704	66	17	gpu	gpu	NOUN
gi-3704	66	18	memory	memory	NOUN
gi-3704	66	19	.	.	PUNCT
gi-3704	67	1	2	2	X
gi-3704	67	2	.	.	X
gi-3704	67	3	for	for	ADP
gi-3704	67	4	each	each	DET
gi-3704	67	5	chunk	chunk	NOUN
gi-3704	67	6	,	,	PUNCT
gi-3704	67	7	the	the	DET
gi-3704	67	8	required	require	VERB
gi-3704	67	9	source	source	NOUN
gi-3704	67	10	window	window	NOUN
gi-3704	67	11	is	be	AUX
gi-3704	67	12	calculated	calculate	VERB
gi-3704	67	13	–	–	PUNCT
gi-3704	67	14	by	by	ADP
gi-3704	67	15	applying	apply	VERB
gi-3704	67	16	the	the	DET
gi-3704	67	17	inverse	inverse	NOUN
gi-3704	67	18	transformation	transformation	NOUN
gi-3704	67	19	on	on	ADP
gi-3704	67	20	the	the	DET
gi-3704	67	21	uniformly	uniformly	ADV
gi-3704	67	22	sampled	sample	VERB
gi-3704	67	23	grid	grid	NOUN
gi-3704	67	24	of	of	ADP
gi-3704	67	25	32	32	NUM
gi-3704	67	26	×	×	NOUN
gi-3704	67	27	32	32	NUM
gi-3704	67	28	points	point	NOUN
gi-3704	67	29	covering	cover	VERB
gi-3704	67	30	the	the	DET
gi-3704	67	31	chunk	chunk	ADJ
gi-3704	67	32	extent	extent	NOUN
gi-3704	67	33	and	and	CCONJ
gi-3704	67	34	calculating	calculate	VERB
gi-3704	67	35	their	their	PRON
gi-3704	67	36	bounding	bounding	NOUN
gi-3704	67	37	box	box	NOUN
gi-3704	67	38	.	.	PUNCT
gi-3704	68	1	(	(	PUNCT
gi-3704	68	2	the	the	DET
gi-3704	68	3	value	value	NOUN
gi-3704	68	4	of	of	ADP
gi-3704	68	5	32	32	NUM
gi-3704	68	6	was	be	AUX
gi-3704	68	7	empirically	empirically	ADV
gi-3704	68	8	chosen	choose	VERB
gi-3704	68	9	as	as	ADP
gi-3704	68	10	sufficient	sufficient	ADJ
gi-3704	68	11	for	for	ADP
gi-3704	68	12	determining	determine	VERB
gi-3704	68	13	the	the	DET
gi-3704	68	14	source	source	NOUN
gi-3704	68	15	window	window	NOUN
gi-3704	68	16	.	.	PUNCT
gi-3704	69	1	gdal	gdal	PROPN
gi-3704	69	2	uses	use	VERB
gi-3704	69	3	21	21	NUM
gi-3704	69	4	by	by	ADP
gi-3704	69	5	default	default	NOUN
gi-3704	69	6	for	for	ADP
gi-3704	69	7	a	a	DET
gi-3704	69	8	similar	similar	ADJ
gi-3704	69	9	process	process	NOUN
gi-3704	69	10	.	.	PUNCT
gi-3704	69	11	)	)	PUNCT
gi-3704	70	1	3	3	X
gi-3704	70	2	.	.	PUNCT
gi-3704	71	1	the	the	DET
gi-3704	71	2	input	input	NOUN
gi-3704	71	3	raster	raster	PROPN
gi-3704	71	4	data	datum	NOUN
gi-3704	71	5	covering	cover	VERB
gi-3704	71	6	the	the	DET
gi-3704	71	7	calculated	calculate	VERB
gi-3704	71	8	source	source	NOUN
gi-3704	71	9	window	window	NOUN
gi-3704	71	10	are	be	AUX
gi-3704	71	11	loaded	load	VERB
gi-3704	71	12	.	.	PUNCT
gi-3704	72	1	4	4	X
gi-3704	72	2	.	.	X
gi-3704	73	1	the	the	DET
gi-3704	73	2	output	output	NOUN
gi-3704	73	3	pixels	pixel	NOUN
gi-3704	73	4	(	(	PUNCT
gi-3704	73	5	covering	cover	VERB
gi-3704	73	6	the	the	DET
gi-3704	73	7	chunk	chunk	NOUN
gi-3704	73	8	)	)	PUNCT
gi-3704	73	9	are	be	AUX
gi-3704	73	10	calculated	calculate	VERB
gi-3704	73	11	using	use	VERB
gi-3704	73	12	the	the	DET
gi-3704	73	13	inverse	inverse	NOUN
gi-3704	73	14	transformation	transformation	NOUN
gi-3704	73	15	approach	approach	NOUN
gi-3704	73	16	described	describe	VERB
gi-3704	73	17	above	above	ADV
gi-3704	73	18	.	.	PUNCT
gi-3704	74	1	5	5	X
gi-3704	74	2	.	.	X
gi-3704	74	3	the	the	DET
gi-3704	74	4	calculated	calculate	VERB
gi-3704	74	5	chunk	chunk	NOUN
gi-3704	74	6	content	content	NOUN
gi-3704	74	7	is	be	AUX
gi-3704	74	8	written	write	VERB
gi-3704	74	9	to	to	ADP
gi-3704	74	10	the	the	DET
gi-3704	74	11	proper	proper	ADJ
gi-3704	74	12	position	position	NOUN
gi-3704	74	13	in	in	ADP
gi-3704	74	14	the	the	DET
gi-3704	74	15	output	output	NOUN
gi-3704	74	16	file	file	NOUN
gi-3704	74	17	.	.	PUNCT
gi-3704	75	1	steps	step	NOUN
gi-3704	75	2	1	1	NUM
gi-3704	75	3	and	and	CCONJ
gi-3704	75	4	2	2	NUM
gi-3704	75	5	are	be	AUX
gi-3704	75	6	executed	execute	VERB
gi-3704	75	7	sequentially	sequentially	ADV
gi-3704	75	8	and	and	CCONJ
gi-3704	75	9	only	only	ADV
gi-3704	75	10	once	once	ADV
gi-3704	75	11	.	.	PUNCT
gi-3704	76	1	steps	step	NOUN
gi-3704	76	2	3–5	3–5	NUM
gi-3704	76	3	are	be	AUX
gi-3704	76	4	executed	execute	VERB
gi-3704	76	5	sequentially	sequentially	ADV
gi-3704	76	6	and	and	CCONJ
gi-3704	76	7	repeated	repeat	VERB
gi-3704	76	8	for	for	ADP
gi-3704	76	9	every	every	DET
gi-3704	76	10	chunk	chunk	NOUN
gi-3704	76	11	,	,	PUNCT
gi-3704	76	12	but	but	CCONJ
gi-3704	76	13	the	the	DET
gi-3704	76	14	execution	execution	NOUN
gi-3704	76	15	of	of	ADP
gi-3704	76	16	these	these	DET
gi-3704	76	17	steps	step	NOUN
gi-3704	76	18	can	can	AUX
gi-3704	76	19	overlap	overlap	VERB
gi-3704	76	20	,	,	PUNCT
gi-3704	76	21	so	so	CCONJ
gi-3704	76	22	the	the	DET
gi-3704	76	23	reprojection	reprojection	NOUN
gi-3704	76	24	itself	itself	PRON
gi-3704	76	25	can	can	AUX
gi-3704	76	26	run	run	VERB
gi-3704	76	27	in	in	ADP
gi-3704	76	28	parallel	parallel	NOUN
gi-3704	76	29	with	with	ADP
gi-3704	76	30	the	the	DET
gi-3704	76	31	io	io	PROPN
gi-3704	76	32	operations	operation	NOUN
gi-3704	76	33	.	.	PUNCT
gi-3704	77	1	during	during	ADP
gi-3704	77	2	the	the	DET
gi-3704	77	3	reprojection	reprojection	NOUN
gi-3704	77	4	(	(	PUNCT
gi-3704	77	5	step	step	NOUN
gi-3704	77	6	4	4	NUM
gi-3704	77	7	)	)	PUNCT
gi-3704	77	8	the	the	DET
gi-3704	77	9	input	input	NOUN
gi-3704	77	10	data	datum	NOUN
gi-3704	77	11	has	have	VERB
gi-3704	77	12	to	to	PART
gi-3704	77	13	be	be	AUX
gi-3704	77	14	explicitly	explicitly	ADV
gi-3704	77	15	transferred	transfer	VERB
gi-3704	77	16	from	from	ADP
gi-3704	77	17	cpu	cpu	NOUN
gi-3704	77	18	memory	memory	NOUN
gi-3704	77	19	to	to	ADP
gi-3704	77	20	gpu	gpu	NOUN
gi-3704	77	21	memory	memory	NOUN
gi-3704	77	22	and	and	CCONJ
gi-3704	77	23	output	output	NOUN
gi-3704	77	24	buffer	buffer	NOUN
gi-3704	77	25	has	have	VERB
gi-3704	77	26	to	to	PART
gi-3704	77	27	be	be	AUX
gi-3704	77	28	allocated	allocate	VERB
gi-3704	77	29	.	.	PUNCT
gi-3704	78	1	the	the	DET
gi-3704	78	2	kernel	kernel	PROPN
gi-3704	78	3	function	function	NOUN
gi-3704	78	4	is	be	AUX
gi-3704	78	5	designed	design	VERB
gi-3704	78	6	to	to	PART
gi-3704	78	7	calculate	calculate	VERB
gi-3704	78	8	color	color	NOUN
gi-3704	78	9	of	of	ADP
gi-3704	78	10	a	a	DET
gi-3704	78	11	single	single	ADJ
gi-3704	78	12	output	output	NOUN
gi-3704	78	13	pixel	pixel	NOUN
gi-3704	78	14	(	(	PUNCT
gi-3704	78	15	output	output	NOUN
gi-3704	78	16	pixel	pixel	NOUN
gi-3704	78	17	position	position	NOUN
gi-3704	78	18	→	→	PUNCT
gi-3704	78	19	coordinate	coordinate	NOUN
gi-3704	78	20	in	in	ADP
gi-3704	78	21	output	output	NOUN
gi-3704	78	22	projection	projection	NOUN
gi-3704	78	23	→	→	PUNCT
gi-3704	78	24	coordinate	coordinate	NOUN
gi-3704	78	25	in	in	ADP
gi-3704	78	26	input	input	NOUN
gi-3704	78	27	projection	projection	NOUN
gi-3704	78	28	→	→	SYM
gi-3704	78	29	input	input	NOUN
gi-3704	78	30	pixel	pixel	NOUN
gi-3704	78	31	position	position	NOUN
gi-3704	78	32	→	→	PUNCT
gi-3704	78	33	sample	sample	NOUN
gi-3704	78	34	the	the	DET
gi-3704	78	35	input	input	NOUN
gi-3704	78	36	buffer	buffer	NOUN
gi-3704	78	37	)	)	PUNCT
gi-3704	78	38	and	and	CCONJ
gi-3704	78	39	write	write	VERB
gi-3704	78	40	it	it	PRON
gi-3704	78	41	to	to	ADP
gi-3704	78	42	the	the	DET
gi-3704	78	43	output	output	NOUN
gi-3704	78	44	buffer	buffer	NOUN
gi-3704	78	45	.	.	PUNCT
gi-3704	79	1	the	the	DET
gi-3704	79	2	calculation	calculation	NOUN
gi-3704	79	3	is	be	AUX
gi-3704	79	4	carried	carry	VERB
gi-3704	79	5	inside	inside	ADP
gi-3704	79	6	the	the	DET
gi-3704	79	7	kernel	kernel	NOUN
gi-3704	79	8	that	that	PRON
gi-3704	79	9	is	be	AUX
gi-3704	79	10	written	write	VERB
gi-3704	79	11	in	in	ADP
gi-3704	79	12	opencl	opencl	NOUN
gi-3704	79	13	c	c	PROPN
gi-3704	79	14	and	and	CCONJ
gi-3704	79	15	compiled	compile	VERB
gi-3704	79	16	at	at	ADP
gi-3704	79	17	the	the	DET
gi-3704	79	18	start	start	NOUN
gi-3704	79	19	of	of	ADP
gi-3704	79	20	the	the	DET
gi-3704	79	21	application	application	NOUN
gi-3704	79	22	.	.	PUNCT
gi-3704	80	1	geoinformatics	geoinformatic	NOUN
gi-3704	80	2	fce	fce	VERB
gi-3704	80	3	ctu	ctu	NOUN
gi-3704	80	4	15(1	15(1	NUM
gi-3704	80	5	)	)	PUNCT
gi-3704	80	6	,	,	PUNCT
gi-3704	80	7	2016	2016	NUM
gi-3704	80	8	64	64	NUM
gi-3704	80	9	p.	p.	NOUN
gi-3704	80	10	sloup	sloup	NOUN
gi-3704	80	11	:	:	PUNCT
gi-3704	80	12	gpu	gpu	NOUN
gi-3704	80	13	-	-	PUNCT
gi-3704	80	14	accelerated	accelerate	VERB
gi-3704	80	15	raster	raster	NOUN
gi-3704	80	16	map	map	NOUN
gi-3704	80	17	reprojection	reprojection	NOUN
gi-3704	80	18	this	this	PRON
gi-3704	80	19	means	mean	VERB
gi-3704	80	20	,	,	PUNCT
gi-3704	80	21	however	however	ADV
gi-3704	80	22	,	,	PUNCT
gi-3704	80	23	that	that	SCONJ
gi-3704	80	24	the	the	DET
gi-3704	80	25	coordinate	coordinate	NOUN
gi-3704	80	26	transformation	transformation	NOUN
gi-3704	80	27	needs	need	VERB
gi-3704	80	28	to	to	PART
gi-3704	80	29	be	be	AUX
gi-3704	80	30	written	write	VERB
gi-3704	80	31	in	in	ADP
gi-3704	80	32	opencl	opencl	PROPN
gi-3704	80	33	c.	c.	PROPN
gi-3704	80	34	gdal	gdal	PROPN
gi-3704	80	35	uses	use	VERB
gi-3704	80	36	proj.4	proj.4	PROPN
gi-3704	80	37	library	library	NOUN
gi-3704	80	38	[	[	X
gi-3704	80	39	2	2	X
gi-3704	80	40	]	]	PUNCT
gi-3704	80	41	for	for	ADP
gi-3704	80	42	the	the	DET
gi-3704	80	43	transformations	transformation	NOUN
gi-3704	80	44	,	,	PUNCT
gi-3704	80	45	but	but	CCONJ
gi-3704	80	46	in	in	ADP
gi-3704	80	47	our	our	PRON
gi-3704	80	48	implementation	implementation	NOUN
gi-3704	80	49	selected	select	VERB
gi-3704	80	50	projections	projection	NOUN
gi-3704	80	51	were	be	AUX
gi-3704	80	52	ported	port	VERB
gi-3704	80	53	manually	manually	ADV
gi-3704	80	54	.	.	PUNCT
gi-3704	81	1	our	our	PRON
gi-3704	81	2	implementation	implementation	NOUN
gi-3704	81	3	also	also	ADV
gi-3704	81	4	uses	use	VERB
gi-3704	81	5	gdal	gdal	ADJ
gi-3704	81	6	drivers	driver	NOUN
gi-3704	81	7	for	for	ADP
gi-3704	81	8	reading	read	VERB
gi-3704	81	9	and	and	CCONJ
gi-3704	81	10	writing	write	VERB
gi-3704	81	11	files	file	NOUN
gi-3704	81	12	to	to	PART
gi-3704	81	13	ensure	ensure	VERB
gi-3704	81	14	the	the	DET
gi-3704	81	15	performance	performance	NOUN
gi-3704	81	16	of	of	ADP
gi-3704	81	17	input	input	NOUN
gi-3704	81	18	/	/	SYM
gi-3704	81	19	output	output	NOUN
gi-3704	81	20	operations	operation	NOUN
gi-3704	81	21	is	be	AUX
gi-3704	81	22	comparable	comparable	ADJ
gi-3704	81	23	and	and	CCONJ
gi-3704	81	24	does	do	AUX
gi-3704	81	25	not	not	PART
gi-3704	81	26	distort	distort	VERB
gi-3704	81	27	the	the	DET
gi-3704	81	28	performance	performance	NOUN
gi-3704	81	29	evaluation	evaluation	NOUN
gi-3704	81	30	of	of	ADP
gi-3704	81	31	the	the	DET
gi-3704	81	32	parallelization	parallelization	NOUN
gi-3704	81	33	itself	itself	PRON
gi-3704	81	34	.	.	PUNCT
gi-3704	82	1	evaluation	evaluation	NOUN
gi-3704	82	2	the	the	DET
gi-3704	82	3	performance	performance	NOUN
gi-3704	82	4	of	of	ADP
gi-3704	82	5	the	the	DET
gi-3704	82	6	experimental	experimental	ADJ
gi-3704	82	7	implementation	implementation	NOUN
gi-3704	82	8	was	be	AUX
gi-3704	82	9	evaluated	evaluate	VERB
gi-3704	82	10	on	on	ADP
gi-3704	82	11	common	common	ADJ
gi-3704	82	12	desktop	desktop	NOUN
gi-3704	82	13	computer	computer	NOUN
gi-3704	82	14	(	(	PUNCT
gi-3704	82	15	intel	intel	PROPN
gi-3704	82	16	core	core	PROPN
gi-3704	82	17	i5	i5	PROPN
gi-3704	82	18	-	-	PUNCT
gi-3704	82	19	6600@3.30ghz×	6600@3.30ghz×	NOUN
gi-3704	82	20	4	4	NUM
gi-3704	82	21	cores	core	NOUN
gi-3704	82	22	,	,	PUNCT
gi-3704	82	23	16	16	NUM
gi-3704	82	24	gb	gb	NOUN
gi-3704	82	25	ram	ram	NOUN
gi-3704	82	26	)	)	PUNCT
gi-3704	82	27	running	run	VERB
gi-3704	82	28	ubuntu	ubuntu	ADJ
gi-3704	82	29	15.10	15.10	NUM
gi-3704	82	30	64bit	64bit	NOUN
gi-3704	82	31	.	.	PUNCT
gi-3704	83	1	internal	internal	ADJ
gi-3704	83	2	ssd	ssd	NOUN
gi-3704	83	3	was	be	AUX
gi-3704	83	4	used	use	VERB
gi-3704	83	5	for	for	ADP
gi-3704	83	6	reading	read	VERB
gi-3704	83	7	input	input	NOUN
gi-3704	83	8	files	file	NOUN
gi-3704	83	9	and	and	CCONJ
gi-3704	83	10	storing	store	VERB
gi-3704	83	11	outputs	output	NOUN
gi-3704	83	12	.	.	PUNCT
gi-3704	84	1	the	the	DET
gi-3704	84	2	computer	computer	NOUN
gi-3704	84	3	was	be	AUX
gi-3704	84	4	equipped	equip	VERB
gi-3704	84	5	with	with	ADP
gi-3704	84	6	amd	amd	PROPN
gi-3704	84	7	radeonr9	radeonr9	NOUN
gi-3704	84	8	380	380	NUM
gi-3704	84	9	graphics	graphic	NOUN
gi-3704	84	10	card	card	NOUN
gi-3704	84	11	with	with	ADP
gi-3704	84	12	4	4	NUM
gi-3704	84	13	gb	gb	NOUN
gi-3704	84	14	memory	memory	NOUN
gi-3704	84	15	and	and	CCONJ
gi-3704	84	16	1792	1792	NUM
gi-3704	84	17	cores	core	NOUN
gi-3704	84	18	clocked	clock	VERB
gi-3704	84	19	at	at	ADP
gi-3704	84	20	1000mhz	1000mhz	NUM
gi-3704	84	21	.	.	PUNCT
gi-3704	85	1	the	the	DET
gi-3704	85	2	blue	blue	ADJ
gi-3704	85	3	marble	marble	NOUN
gi-3704	85	4	next	next	ADJ
gi-3704	85	5	generation	generation	NOUN
gi-3704	85	6	dataset	dataset	VERB
gi-3704	85	7	[	[	X
gi-3704	85	8	10	10	NUM
gi-3704	85	9	]	]	PUNCT
gi-3704	85	10	was	be	AUX
gi-3704	85	11	used	use	VERB
gi-3704	85	12	for	for	ADP
gi-3704	85	13	the	the	DET
gi-3704	85	14	evaluation	evaluation	NOUN
gi-3704	85	15	process	process	NOUN
gi-3704	85	16	(	(	PUNCT
gi-3704	85	17	various	various	ADJ
gi-3704	85	18	input	input	NOUN
gi-3704	85	19	sizes	size	NOUN
gi-3704	85	20	,	,	PUNCT
gi-3704	85	21	see	see	VERB
gi-3704	85	22	table	table	NOUN
gi-3704	85	23	1	1	NUM
gi-3704	85	24	for	for	ADP
gi-3704	85	25	details	detail	NOUN
gi-3704	85	26	)	)	PUNCT
gi-3704	85	27	.	.	PUNCT
gi-3704	86	1	the	the	DET
gi-3704	86	2	reprojection	reprojection	NOUN
gi-3704	86	3	was	be	AUX
gi-3704	86	4	performed	perform	VERB
gi-3704	86	5	from	from	ADP
gi-3704	86	6	wgs84	wgs84	PROPN
gi-3704	86	7	(	(	PUNCT
gi-3704	86	8	epsg:4326	epsg:4326	NOUN
gi-3704	86	9	)	)	PUNCT
gi-3704	86	10	to	to	PART
gi-3704	86	11	mollweide	mollweide	ADV
gi-3704	86	12	projection	projection	VERB
gi-3704	86	13	with	with	ADP
gi-3704	86	14	bilinear	bilinear	NOUN
gi-3704	86	15	resampling	resample	VERB
gi-3704	86	16	method	method	NOUN
gi-3704	86	17	being	be	AUX
gi-3704	86	18	used	use	VERB
gi-3704	86	19	.	.	PUNCT
gi-3704	87	1	figure	figure	VERB
gi-3704	87	2	1	1	NUM
gi-3704	87	3	:	:	PUNCT
gi-3704	87	4	the	the	DET
gi-3704	87	5	blue	blue	ADJ
gi-3704	87	6	marble	marble	NOUN
gi-3704	87	7	next	next	ADJ
gi-3704	87	8	generation	generation	NOUN
gi-3704	87	9	dataset	dataset	VERB
gi-3704	88	1	[	[	X
gi-3704	88	2	10	10	NUM
gi-3704	88	3	]	]	PUNCT
gi-3704	88	4	displayed	display	VERB
gi-3704	88	5	in	in	ADP
gi-3704	88	6	epsg:4326	epsg:4326	NOUN
gi-3704	88	7	(	(	PUNCT
gi-3704	88	8	left	left	ADJ
gi-3704	88	9	)	)	PUNCT
gi-3704	88	10	and	and	CCONJ
gi-3704	88	11	the	the	DET
gi-3704	88	12	mollweide	mollweide	ADJ
gi-3704	88	13	projection	projection	NOUN
gi-3704	88	14	(	(	PUNCT
gi-3704	88	15	right	right	ADJ
gi-3704	88	16	)	)	PUNCT
gi-3704	88	17	the	the	DET
gi-3704	88	18	gdalwarp	gdalwarp	ADJ
gi-3704	88	19	utility	utility	NOUN
gi-3704	88	20	(	(	PUNCT
gi-3704	88	21	part	part	NOUN
gi-3704	88	22	of	of	ADP
gi-3704	88	23	gdal	gdal	ADJ
gi-3704	88	24	version	version	NOUN
gi-3704	88	25	1.11.2	1.11.2	NUM
gi-3704	88	26	)	)	PUNCT
gi-3704	88	27	was	be	AUX
gi-3704	88	28	used	use	VERB
gi-3704	88	29	for	for	ADP
gi-3704	88	30	verification	verification	NOUN
gi-3704	88	31	and	and	CCONJ
gi-3704	88	32	performance	performance	NOUN
gi-3704	88	33	comparison	comparison	NOUN
gi-3704	88	34	with	with	ADP
gi-3704	88	35	two	two	NUM
gi-3704	88	36	different	different	ADJ
gi-3704	88	37	levels	level	NOUN
gi-3704	88	38	of	of	ADP
gi-3704	88	39	parallelization	parallelization	NOUN
gi-3704	88	40	.	.	PUNCT
gi-3704	89	1	the	the	DET
gi-3704	89	2	following	follow	VERB
gi-3704	89	3	parameters	parameter	NOUN
gi-3704	89	4	were	be	AUX
gi-3704	89	5	used	use	VERB
gi-3704	89	6	for	for	ADP
gi-3704	89	7	the	the	DET
gi-3704	89	8	first	first	ADJ
gi-3704	89	9	test	test	NOUN
gi-3704	89	10	:	:	PUNCT
gi-3704	89	11	gdalwarp	gdalwarp	ADJ
gi-3704	89	12	-s_srs	-s_srs	X
gi-3704	89	13	epsg:4326	epsg:4326	ADJ
gi-3704	89	14	-t_srs	-t_srs	DET
gi-3704	89	15	+	+	ADJ
gi-3704	89	16	proj	proj	NOUN
gi-3704	89	17	=	=	ADJ
gi-3704	89	18	moll	moll	PROPN
gi-3704	89	19	-multi	-multi	PROPN
gi-3704	89	20	-wm	-wm	X
gi-3704	89	21	500	500	NUM
gi-3704	89	22	(	(	PUNCT
gi-3704	89	23	the	the	DET
gi-3704	89	24	-multi	-multi	NOUN
gi-3704	89	25	argument	argument	NOUN
gi-3704	89	26	enables	enable	VERB
gi-3704	89	27	parallelization	parallelization	NOUN
gi-3704	89	28	of	of	ADP
gi-3704	89	29	computation	computation	NOUN
gi-3704	89	30	and	and	CCONJ
gi-3704	89	31	io	io	X
gi-3704	89	32	operations	operation	NOUN
gi-3704	89	33	;	;	PUNCT
gi-3704	89	34	-wm	-wm	PUNCT
gi-3704	89	35	500	500	NUM
gi-3704	89	36	increases	increase	NOUN
gi-3704	89	37	allowed	allow	VERB
gi-3704	89	38	memory	memory	NOUN
gi-3704	89	39	usage	usage	NOUN
gi-3704	89	40	to	to	ADP
gi-3704	89	41	500	500	NUM
gi-3704	89	42	mb	mb	NOUN
gi-3704	89	43	to	to	PART
gi-3704	89	44	increase	increase	VERB
gi-3704	89	45	performance	performance	NOUN
gi-3704	89	46	)	)	PUNCT
gi-3704	89	47	.	.	PUNCT
gi-3704	90	1	for	for	ADP
gi-3704	90	2	the	the	DET
gi-3704	90	3	second	second	ADJ
gi-3704	90	4	test	test	NOUN
gi-3704	90	5	,	,	PUNCT
gi-3704	90	6	-wo	-wo	VERB
gi-3704	90	7	num_threads	num_thread	NOUN
gi-3704	90	8	=	=	SYM
gi-3704	90	9	all_cpus	all_cpus	NOUN
gi-3704	90	10	was	be	AUX
gi-3704	90	11	added	add	VERB
gi-3704	90	12	to	to	PART
gi-3704	90	13	enable	enable	VERB
gi-3704	90	14	parallelization	parallelization	NOUN
gi-3704	90	15	of	of	ADP
gi-3704	90	16	the	the	DET
gi-3704	90	17	raster	raster	PROPN
gi-3704	90	18	chunk	chunk	PROPN
gi-3704	90	19	processing	processing	NOUN
gi-3704	90	20	up	up	ADP
gi-3704	90	21	to	to	ADP
gi-3704	90	22	the	the	DET
gi-3704	90	23	maximal	maximal	ADJ
gi-3704	90	24	number	number	NOUN
gi-3704	90	25	of	of	ADP
gi-3704	90	26	threads	thread	NOUN
gi-3704	90	27	the	the	DET
gi-3704	90	28	cpu	cpu	NOUN
gi-3704	90	29	can	can	AUX
gi-3704	90	30	operate	operate	VERB
gi-3704	90	31	at	at	ADP
gi-3704	90	32	once	once	ADV
gi-3704	90	33	(	(	PUNCT
gi-3704	90	34	equals	equal	VERB
gi-3704	90	35	to	to	ADP
gi-3704	90	36	4	4	NUM
gi-3704	90	37	on	on	ADP
gi-3704	90	38	the	the	DET
gi-3704	90	39	testing	testing	NOUN
gi-3704	90	40	pc	pc	NOUN
gi-3704	90	41	)	)	PUNCT
gi-3704	90	42	.	.	PUNCT
gi-3704	91	1	results	result	NOUN
gi-3704	91	2	from	from	ADP
gi-3704	91	3	the	the	DET
gi-3704	91	4	gdalwarp	gdalwarp	NOUN
gi-3704	91	5	and	and	CCONJ
gi-3704	91	6	our	our	PRON
gi-3704	91	7	implementation	implementation	NOUN
gi-3704	91	8	were	be	AUX
gi-3704	91	9	compared	compare	VERB
gi-3704	91	10	using	use	VERB
gi-3704	91	11	idiff	idiff	NOUN
gi-3704	91	12	utility	utility	NOUN
gi-3704	91	13	.	.	PUNCT
gi-3704	92	1	the	the	DET
gi-3704	92	2	outputs	output	NOUN
gi-3704	92	3	were	be	AUX
gi-3704	92	4	per	per	ADP
gi-3704	92	5	-	-	PUNCT
gi-3704	92	6	pixel	pixel	NOUN
gi-3704	92	7	identical	identical	ADJ
gi-3704	92	8	inside	inside	ADP
gi-3704	92	9	the	the	DET
gi-3704	92	10	bounds	bound	NOUN
gi-3704	92	11	of	of	ADP
gi-3704	92	12	the	the	DET
gi-3704	92	13	projection	projection	NOUN
gi-3704	92	14	.	.	PUNCT
gi-3704	93	1	see	see	VERB
gi-3704	93	2	table	table	NOUN
gi-3704	93	3	1	1	NUM
gi-3704	93	4	for	for	ADP
gi-3704	93	5	a	a	DET
gi-3704	93	6	detailed	detailed	ADJ
gi-3704	93	7	comparison	comparison	NOUN
gi-3704	93	8	of	of	ADP
gi-3704	93	9	execution	execution	NOUN
gi-3704	93	10	times	time	NOUN
gi-3704	93	11	for	for	ADP
gi-3704	93	12	different	different	ADJ
gi-3704	93	13	input	input	NOUN
gi-3704	93	14	and	and	CCONJ
gi-3704	93	15	output	output	NOUN
gi-3704	93	16	sizes	size	NOUN
gi-3704	93	17	.	.	PUNCT
gi-3704	94	1	results	result	NOUN
gi-3704	94	2	although	although	SCONJ
gi-3704	94	3	the	the	DET
gi-3704	94	4	evaluation	evaluation	NOUN
gi-3704	94	5	of	of	ADP
gi-3704	94	6	the	the	DET
gi-3704	94	7	initial	initial	ADJ
gi-3704	94	8	implementation	implementation	NOUN
gi-3704	94	9	shows	show	VERB
gi-3704	94	10	certain	certain	ADJ
gi-3704	94	11	performance	performance	NOUN
gi-3704	94	12	gain	gain	NOUN
gi-3704	94	13	when	when	SCONJ
gi-3704	94	14	compared	compare	VERB
gi-3704	94	15	to	to	ADP
gi-3704	94	16	gdalwarp	gdalwarp	ADJ
gi-3704	94	17	,	,	PUNCT
gi-3704	94	18	certain	certain	ADJ
gi-3704	94	19	limitations	limitation	NOUN
gi-3704	94	20	can	can	AUX
gi-3704	94	21	be	be	AUX
gi-3704	94	22	observed	observe	VERB
gi-3704	94	23	.	.	PUNCT
gi-3704	95	1	geoinformatics	geoinformatic	NOUN
gi-3704	95	2	fce	fce	VERB
gi-3704	95	3	ctu	ctu	NOUN
gi-3704	95	4	15(1	15(1	NUM
gi-3704	95	5	)	)	PUNCT
gi-3704	95	6	,	,	PUNCT
gi-3704	95	7	2016	2016	NUM
gi-3704	95	8	65	65	NUM
gi-3704	95	9	p.	p.	NOUN
gi-3704	95	10	sloup	sloup	NOUN
gi-3704	95	11	:	:	PUNCT
gi-3704	95	12	gpu	gpu	NOUN
gi-3704	95	13	-	-	PUNCT
gi-3704	95	14	accelerated	accelerate	VERB
gi-3704	95	15	raster	raster	NOUN
gi-3704	95	16	map	map	NOUN
gi-3704	95	17	reprojection	reprojection	NOUN
gi-3704	95	18	table	table	NOUN
gi-3704	95	19	1	1	NUM
gi-3704	95	20	:	:	PUNCT
gi-3704	95	21	performance	performance	NOUN
gi-3704	95	22	testing	testing	NOUN
gi-3704	95	23	of	of	ADP
gi-3704	95	24	opencl	opencl	NOUN
gi-3704	95	25	warping	warp	VERB
gi-3704	95	26	in	in	ADP
gi-3704	95	27	comparison	comparison	NOUN
gi-3704	95	28	to	to	ADP
gi-3704	95	29	gdal	gdal	PROPN
gi-3704	95	30	.	.	PUNCT
gi-3704	96	1	values	value	NOUN
gi-3704	96	2	in	in	ADP
gi-3704	96	3	gdal†	gdal†	NOUN
gi-3704	96	4	are	be	AUX
gi-3704	96	5	for	for	ADP
gi-3704	96	6	parallelizing	parallelize	VERB
gi-3704	96	7	io	io	PROPN
gi-3704	96	8	operations	operation	NOUN
gi-3704	96	9	with	with	ADP
gi-3704	96	10	computation	computation	NOUN
gi-3704	96	11	,	,	PUNCT
gi-3704	96	12	while	while	SCONJ
gi-3704	96	13	values	value	NOUN
gi-3704	96	14	in	in	ADP
gi-3704	96	15	gdal‡	gdal‡	PROPN
gi-3704	96	16	are	be	AUX
gi-3704	96	17	for	for	ADP
gi-3704	96	18	parallelizing	parallelize	VERB
gi-3704	96	19	also	also	ADV
gi-3704	96	20	the	the	DET
gi-3704	96	21	individual	individual	ADJ
gi-3704	96	22	chunk	chunk	NOUN
gi-3704	96	23	processing	processing	NOUN
gi-3704	96	24	.	.	PUNCT
gi-3704	97	1	times	time	NOUN
gi-3704	97	2	for	for	ADP
gi-3704	97	3	the	the	DET
gi-3704	97	4	small	small	ADJ
gi-3704	97	5	dataset	dataset	NOUN
gi-3704	97	6	are	be	AUX
gi-3704	97	7	averaged	average	VERB
gi-3704	97	8	from	from	ADP
gi-3704	97	9	100	100	NUM
gi-3704	97	10	consecutive	consecutive	ADJ
gi-3704	97	11	independent	independent	ADJ
gi-3704	97	12	executions	execution	NOUN
gi-3704	97	13	,	,	PUNCT
gi-3704	97	14	for	for	ADP
gi-3704	97	15	the	the	DET
gi-3704	97	16	other	other	ADJ
gi-3704	97	17	datasets	dataset	NOUN
gi-3704	97	18	from	from	ADP
gi-3704	97	19	5	5	NUM
gi-3704	97	20	executions	execution	NOUN
gi-3704	97	21	.	.	PUNCT
gi-3704	98	1	input	input	NOUN
gi-3704	99	1	[	[	X
gi-3704	99	2	px	px	X
gi-3704	99	3	]	]	X
gi-3704	99	4	output	output	NOUN
gi-3704	99	5	[	[	X
gi-3704	99	6	px	px	X
gi-3704	99	7	]	]	X
gi-3704	99	8	gdal†	gdal†	NOUN
gi-3704	100	1	[	[	X
gi-3704	100	2	s	s	X
gi-3704	100	3	]	]	X
gi-3704	100	4	gdal‡	gdal‡	X
gi-3704	101	1	[	[	X
gi-3704	101	2	s	s	X
gi-3704	101	3	]	]	X
gi-3704	101	4	opencl	opencl	NOUN
gi-3704	101	5	[	[	X
gi-3704	101	6	s	s	X
gi-3704	101	7	]	]	X
gi-3704	101	8	speedup	speedup	NOUN
gi-3704	101	9	small	small	PROPN
gi-3704	101	10	1024×512	1024×512	NUM
gi-3704	101	11	1024×512	1024×512	NUM
gi-3704	101	12	0.2051	0.2051	NUM
gi-3704	101	13	0.0992	0.0992	NUM
gi-3704	101	14	0.2562	0.2562	NUM
gi-3704	101	15	0.39×	0.39×	NUM
gi-3704	101	16	2048×1024	2048×1024	NUM
gi-3704	101	17	0.7054	0.7054	NUM
gi-3704	101	18	0.2667	0.2667	NUM
gi-3704	101	19	0.3756	0.3756	NUM
gi-3704	101	20	0.71×	0.71×	NUM
gi-3704	101	21	large	large	ADJ
gi-3704	101	22	21600×10800	21600×10800	NUM
gi-3704	101	23	1024×512	1024×512	NUM
gi-3704	101	24	2.34	2.34	NUM
gi-3704	101	25	2.30	2.30	NUM
gi-3704	101	26	1.83	1.83	NUM
gi-3704	101	27	1.26×	1.26×	NUM
gi-3704	101	28	8192×4096	8192×4096	NOUN
gi-3704	101	29	11.87	11.87	NUM
gi-3704	101	30	5.21	5.21	NUM
gi-3704	101	31	1.97	1.97	NUM
gi-3704	101	32	2.64×	2.64×	NUM
gi-3704	101	33	21600×10800	21600×10800	NUM
gi-3704	101	34	73.41	73.41	NUM
gi-3704	101	35	27.65	27.65	NUM
gi-3704	101	36	3.80	3.80	NUM
gi-3704	101	37	7.28×	7.28×	NUM
gi-3704	101	38	huge	huge	ADJ
gi-3704	101	39	86400×43200	86400×43200	PROPN
gi-3704	101	40	8192×4096	8192×4096	NOUN
gi-3704	101	41	173.15	173.15	NUM
gi-3704	101	42	172.29	172.29	NUM
gi-3704	101	43	168.28	168.28	NUM
gi-3704	101	44	1.02×	1.02×	NUM
gi-3704	101	45	21600×10800	21600×10800	NUM
gi-3704	101	46	198.64	198.64	NUM
gi-3704	101	47	191.16	191.16	NUM
gi-3704	101	48	172.17	172.17	NUM
gi-3704	101	49	1.11×	1.11×	NUM
gi-3704	101	50	86400×43200	86400×43200	PROPN
gi-3704	101	51	980.82	980.82	NUM
gi-3704	101	52	865.37	865.37	NUM
gi-3704	101	53	528.68	528.68	NUM
gi-3704	101	54	1.64×	1.64×	NUM
gi-3704	101	55	the	the	DET
gi-3704	101	56	computation	computation	NOUN
gi-3704	101	57	time	time	NOUN
gi-3704	101	58	for	for	ADP
gi-3704	101	59	the	the	DET
gi-3704	101	60	small	small	ADJ
gi-3704	101	61	dataset	dataset	NOUN
gi-3704	101	62	turned	turn	VERB
gi-3704	101	63	out	out	ADP
gi-3704	101	64	to	to	PART
gi-3704	101	65	be	be	AUX
gi-3704	101	66	actually	actually	ADV
gi-3704	101	67	worse	bad	ADJ
gi-3704	101	68	than	than	ADP
gi-3704	101	69	gdalwarp	gdalwarp	ADJ
gi-3704	101	70	.	.	PUNCT
gi-3704	102	1	this	this	PRON
gi-3704	102	2	is	be	AUX
gi-3704	102	3	caused	cause	VERB
gi-3704	102	4	by	by	ADP
gi-3704	102	5	the	the	DET
gi-3704	102	6	fact	fact	NOUN
gi-3704	102	7	,	,	PUNCT
gi-3704	102	8	that	that	SCONJ
gi-3704	102	9	the	the	DET
gi-3704	102	10	performance	performance	NOUN
gi-3704	102	11	gain	gain	VERB
gi-3704	102	12	from	from	ADP
gi-3704	102	13	opencl	opencl	NOUN
gi-3704	102	14	parallelization	parallelization	NOUN
gi-3704	102	15	is	be	AUX
gi-3704	102	16	smaller	small	ADJ
gi-3704	102	17	than	than	ADP
gi-3704	102	18	the	the	DET
gi-3704	102	19	runtime	runtime	NOUN
gi-3704	102	20	kernel	kernel	PROPN
gi-3704	102	21	compilation	compilation	PROPN
gi-3704	102	22	overhead	overhead	ADV
gi-3704	102	23	.	.	PUNCT
gi-3704	103	1	the	the	DET
gi-3704	103	2	effect	effect	NOUN
gi-3704	103	3	,	,	PUNCT
gi-3704	103	4	however	however	ADV
gi-3704	103	5	,	,	PUNCT
gi-3704	103	6	would	would	AUX
gi-3704	103	7	be	be	AUX
gi-3704	103	8	less	less	ADV
gi-3704	103	9	significant	significant	ADJ
gi-3704	103	10	when	when	SCONJ
gi-3704	103	11	more	more	ADJ
gi-3704	103	12	computations	computation	NOUN
gi-3704	103	13	are	be	AUX
gi-3704	103	14	required	require	VERB
gi-3704	103	15	(	(	PUNCT
gi-3704	103	16	complex	complex	ADJ
gi-3704	103	17	transformations	transformation	NOUN
gi-3704	103	18	,	,	PUNCT
gi-3704	103	19	postprocessing	postprocessing	NOUN
gi-3704	103	20	,	,	PUNCT
gi-3704	103	21	etc	etc	X
gi-3704	103	22	.	.	X
gi-3704	103	23	–	–	PUNCT
gi-3704	103	24	see	see	VERB
gi-3704	103	25	below	below	ADV
gi-3704	103	26	)	)	PUNCT
gi-3704	103	27	or	or	CCONJ
gi-3704	103	28	for	for	ADP
gi-3704	103	29	batch	batch	NOUN
gi-3704	103	30	processing	processing	NOUN
gi-3704	103	31	use	use	NOUN
gi-3704	103	32	cases	case	NOUN
gi-3704	103	33	(	(	PUNCT
gi-3704	103	34	which	which	PRON
gi-3704	103	35	would	would	AUX
gi-3704	103	36	require	require	VERB
gi-3704	103	37	only	only	ADV
gi-3704	103	38	one	one	NUM
gi-3704	103	39	kernel	kernel	NOUN
gi-3704	103	40	compilation	compilation	NOUN
gi-3704	103	41	for	for	ADP
gi-3704	103	42	warping	warp	VERB
gi-3704	103	43	multiple	multiple	ADJ
gi-3704	103	44	datasets	dataset	NOUN
gi-3704	103	45	and/or	and/or	CCONJ
gi-3704	103	46	extracting	extract	VERB
gi-3704	103	47	more	more	ADJ
gi-3704	103	48	extents	extent	NOUN
gi-3704	103	49	)	)	PUNCT
gi-3704	103	50	.	.	PUNCT
gi-3704	104	1	processing	processing	NOUN
gi-3704	104	2	of	of	ADP
gi-3704	104	3	the	the	DET
gi-3704	104	4	huge	huge	ADJ
gi-3704	104	5	dataset	dataset	NOUN
gi-3704	104	6	also	also	ADV
gi-3704	104	7	yielded	yield	VERB
gi-3704	104	8	no	no	DET
gi-3704	104	9	significant	significant	ADJ
gi-3704	104	10	performance	performance	NOUN
gi-3704	104	11	gain	gain	NOUN
gi-3704	104	12	(	(	PUNCT
gi-3704	104	13	for	for	ADP
gi-3704	104	14	the	the	DET
gi-3704	104	15	smaller	small	ADJ
gi-3704	104	16	output	output	NOUN
gi-3704	104	17	sizes	size	NOUN
gi-3704	104	18	)	)	PUNCT
gi-3704	104	19	since	since	SCONJ
gi-3704	104	20	the	the	DET
gi-3704	104	21	time	time	NOUN
gi-3704	104	22	required	require	VERB
gi-3704	104	23	for	for	ADP
gi-3704	104	24	the	the	DET
gi-3704	104	25	loading	loading	NOUN
gi-3704	104	26	of	of	ADP
gi-3704	104	27	the	the	DET
gi-3704	104	28	input	input	NOUN
gi-3704	104	29	data	datum	NOUN
gi-3704	104	30	and	and	CCONJ
gi-3704	104	31	memory	memory	NOUN
gi-3704	104	32	management	management	NOUN
gi-3704	104	33	is	be	AUX
gi-3704	104	34	far	far	ADV
gi-3704	104	35	longer	long	ADJ
gi-3704	104	36	than	than	ADP
gi-3704	104	37	the	the	DET
gi-3704	104	38	processing	processing	NOUN
gi-3704	104	39	time	time	NOUN
gi-3704	104	40	.	.	PUNCT
gi-3704	105	1	although	although	SCONJ
gi-3704	105	2	the	the	DET
gi-3704	105	3	relative	relative	ADJ
gi-3704	105	4	speedup	speedup	NOUN
gi-3704	105	5	of	of	ADP
gi-3704	105	6	1.64×	1.64×	NUM
gi-3704	105	7	(	(	PUNCT
gi-3704	105	8	in	in	ADP
gi-3704	105	9	the	the	DET
gi-3704	105	10	case	case	NOUN
gi-3704	105	11	of	of	ADP
gi-3704	105	12	the	the	DET
gi-3704	105	13	largest	large	ADJ
gi-3704	105	14	output	output	NOUN
gi-3704	105	15	size	size	NOUN
gi-3704	105	16	)	)	PUNCT
gi-3704	105	17	does	do	AUX
gi-3704	105	18	not	not	PART
gi-3704	105	19	seem	seem	VERB
gi-3704	105	20	to	to	PART
gi-3704	105	21	be	be	AUX
gi-3704	105	22	very	very	ADV
gi-3704	105	23	significant	significant	ADJ
gi-3704	105	24	,	,	PUNCT
gi-3704	105	25	the	the	DET
gi-3704	105	26	absolute	absolute	ADJ
gi-3704	105	27	time	time	NOUN
gi-3704	105	28	difference	difference	NOUN
gi-3704	105	29	is	be	AUX
gi-3704	105	30	more	more	ADJ
gi-3704	105	31	than	than	ADP
gi-3704	105	32	5	5	NUM
gi-3704	105	33	minutes	minute	NOUN
gi-3704	105	34	(	(	PUNCT
gi-3704	105	35	14:24	14:24	NUM
gi-3704	105	36	vs	vs	ADP
gi-3704	105	37	8:48	8:48	NUM
gi-3704	105	38	)	)	PUNCT
gi-3704	105	39	,	,	PUNCT
gi-3704	105	40	which	which	PRON
gi-3704	105	41	can	can	AUX
gi-3704	105	42	be	be	AUX
gi-3704	105	43	very	very	ADV
gi-3704	105	44	important	important	ADJ
gi-3704	105	45	in	in	ADP
gi-3704	105	46	certain	certain	ADJ
gi-3704	105	47	situations	situation	NOUN
gi-3704	105	48	.	.	PUNCT
gi-3704	106	1	overall	overall	ADV
gi-3704	106	2	,	,	PUNCT
gi-3704	106	3	the	the	DET
gi-3704	106	4	memory	memory	NOUN
gi-3704	106	5	transfers	transfer	NOUN
gi-3704	106	6	(	(	PUNCT
gi-3704	106	7	cpu	cpu	NOUN
gi-3704	106	8	ram	ram	NOUN
gi-3704	106	9	↔	↔	PROPN
gi-3704	106	10	gpu	gpu	NOUN
gi-3704	106	11	vram	vram	NOUN
gi-3704	106	12	)	)	PUNCT
gi-3704	106	13	are	be	AUX
gi-3704	106	14	the	the	DET
gi-3704	106	15	most	most	ADJ
gi-3704	106	16	time	time	NOUN
gi-3704	106	17	-	-	PUNCT
gi-3704	106	18	consuming	consume	VERB
gi-3704	106	19	part	part	NOUN
gi-3704	106	20	of	of	ADP
gi-3704	106	21	the	the	DET
gi-3704	106	22	process	process	NOUN
gi-3704	106	23	.	.	PUNCT
gi-3704	107	1	therefore	therefore	ADV
gi-3704	107	2	,	,	PUNCT
gi-3704	107	3	the	the	DET
gi-3704	107	4	performance	performance	NOUN
gi-3704	107	5	gain	gain	NOUN
gi-3704	107	6	of	of	ADP
gi-3704	107	7	this	this	DET
gi-3704	107	8	parallelization	parallelization	NOUN
gi-3704	107	9	approach	approach	NOUN
gi-3704	107	10	is	be	AUX
gi-3704	107	11	more	more	ADV
gi-3704	107	12	significant	significant	ADJ
gi-3704	107	13	for	for	ADP
gi-3704	107	14	reprojections	reprojection	NOUN
gi-3704	107	15	with	with	ADP
gi-3704	107	16	more	more	ADV
gi-3704	107	17	complex	complex	ADJ
gi-3704	107	18	per	per	ADP
gi-3704	107	19	-	-	PUNCT
gi-3704	107	20	pixel	pixel	NOUN
gi-3704	107	21	calculations	calculation	NOUN
gi-3704	107	22	:	:	PUNCT
gi-3704	107	23	mathematically	mathematically	ADV
gi-3704	107	24	complex	complex	ADJ
gi-3704	107	25	transformation	transformation	NOUN
gi-3704	107	26	,	,	PUNCT
gi-3704	107	27	resampling	resample	VERB
gi-3704	107	28	method	method	NOUN
gi-3704	107	29	,	,	PUNCT
gi-3704	107	30	and	and	CCONJ
gi-3704	107	31	possibly	possibly	ADV
gi-3704	107	32	postprocessing	postprocesse	VERB
gi-3704	107	33	in	in	ADP
gi-3704	107	34	the	the	DET
gi-3704	107	35	future	future	NOUN
gi-3704	107	36	(	(	PUNCT
gi-3704	107	37	noise	noise	NOUN
gi-3704	107	38	reduction	reduction	NOUN
gi-3704	107	39	,	,	PUNCT
gi-3704	107	40	color	color	NOUN
gi-3704	107	41	corrections	correction	NOUN
gi-3704	107	42	,	,	PUNCT
gi-3704	107	43	edge	edge	NOUN
gi-3704	107	44	detection	detection	NOUN
gi-3704	107	45	,	,	PUNCT
gi-3704	107	46	.	.	PUNCT
gi-3704	107	47	.	.	PUNCT
gi-3704	107	48	.	.	PUNCT
gi-3704	107	49	)	)	PUNCT
gi-3704	107	50	.	.	PUNCT
gi-3704	108	1	conclusions	conclusion	NOUN
gi-3704	108	2	and	and	CCONJ
gi-3704	108	3	future	future	ADJ
gi-3704	108	4	work	work	NOUN
gi-3704	108	5	in	in	ADP
gi-3704	108	6	this	this	DET
gi-3704	108	7	paper	paper	NOUN
gi-3704	108	8	,	,	PUNCT
gi-3704	108	9	we	we	PRON
gi-3704	108	10	have	have	AUX
gi-3704	108	11	briefly	briefly	ADV
gi-3704	108	12	described	describe	VERB
gi-3704	108	13	a	a	DET
gi-3704	108	14	possible	possible	ADJ
gi-3704	108	15	approach	approach	NOUN
gi-3704	108	16	to	to	ADP
gi-3704	108	17	gpu	gpu	X
gi-3704	108	18	-	-	PUNCT
gi-3704	108	19	based	base	VERB
gi-3704	108	20	per	per	ADP
gi-3704	108	21	-	-	PUNCT
gi-3704	108	22	pixel	pixel	NOUN
gi-3704	108	23	parallelization	parallelization	NOUN
gi-3704	108	24	of	of	ADP
gi-3704	108	25	raster	raster	PROPN
gi-3704	108	26	map	map	NOUN
gi-3704	108	27	reprojection	reprojection	NOUN
gi-3704	108	28	process	process	NOUN
gi-3704	108	29	.	.	PUNCT
gi-3704	109	1	the	the	DET
gi-3704	109	2	experimental	experimental	ADJ
gi-3704	109	3	implementation	implementation	NOUN
gi-3704	109	4	has	have	AUX
gi-3704	109	5	shown	show	VERB
gi-3704	109	6	that	that	SCONJ
gi-3704	109	7	there	there	PRON
gi-3704	109	8	is	be	VERB
gi-3704	109	9	a	a	DET
gi-3704	109	10	set	set	NOUN
gi-3704	109	11	of	of	ADP
gi-3704	109	12	problems	problem	NOUN
gi-3704	109	13	that	that	PRON
gi-3704	109	14	can	can	AUX
gi-3704	109	15	significantly	significantly	ADV
gi-3704	109	16	benefit	benefit	VERB
gi-3704	109	17	from	from	ADP
gi-3704	109	18	gpu	gpu	NOUN
gi-3704	109	19	-	-	PUNCT
gi-3704	109	20	based	base	VERB
gi-3704	109	21	acceleration	acceleration	NOUN
gi-3704	109	22	.	.	PUNCT
gi-3704	110	1	to	to	PART
gi-3704	110	2	fully	fully	ADV
gi-3704	110	3	utilize	utilize	VERB
gi-3704	110	4	the	the	DET
gi-3704	110	5	potential	potential	NOUN
gi-3704	110	6	of	of	ADP
gi-3704	110	7	this	this	DET
gi-3704	110	8	parallelization	parallelization	NOUN
gi-3704	110	9	method	method	NOUN
gi-3704	110	10	,	,	PUNCT
gi-3704	110	11	the	the	DET
gi-3704	110	12	amount	amount	NOUN
gi-3704	110	13	of	of	ADP
gi-3704	110	14	raw	raw	ADJ
gi-3704	110	15	computation	computation	NOUN
gi-3704	110	16	needs	need	VERB
gi-3704	110	17	to	to	PART
gi-3704	110	18	be	be	AUX
gi-3704	110	19	as	as	ADV
gi-3704	110	20	high	high	ADJ
gi-3704	110	21	as	as	ADP
gi-3704	110	22	possible	possible	ADJ
gi-3704	110	23	relative	relative	ADJ
gi-3704	110	24	to	to	ADP
gi-3704	110	25	the	the	DET
gi-3704	110	26	amount	amount	NOUN
gi-3704	110	27	of	of	ADP
gi-3704	110	28	data	datum	NOUN
gi-3704	110	29	transfers	transfer	NOUN
gi-3704	110	30	.	.	PUNCT
gi-3704	111	1	it	it	PRON
gi-3704	111	2	is	be	AUX
gi-3704	111	3	therefore	therefore	ADV
gi-3704	111	4	most	most	ADV
gi-3704	111	5	suitable	suitable	ADJ
gi-3704	111	6	for	for	ADP
gi-3704	111	7	high	high	ADJ
gi-3704	111	8	output	output	NOUN
gi-3704	111	9	resolutions	resolution	NOUN
gi-3704	111	10	(	(	PUNCT
gi-3704	111	11	same	same	ADJ
gi-3704	111	12	as	as	ADP
gi-3704	111	13	the	the	DET
gi-3704	111	14	input	input	NOUN
gi-3704	111	15	resolutions	resolution	NOUN
gi-3704	111	16	)	)	PUNCT
gi-3704	111	17	or	or	CCONJ
gi-3704	111	18	even	even	ADV
gi-3704	111	19	upscaling	upscale	VERB
gi-3704	111	20	.	.	PUNCT
gi-3704	112	1	on	on	ADP
gi-3704	112	2	the	the	DET
gi-3704	112	3	other	other	ADJ
gi-3704	112	4	hand	hand	NOUN
gi-3704	112	5	,	,	PUNCT
gi-3704	112	6	this	this	DET
gi-3704	112	7	approach	approach	NOUN
gi-3704	112	8	is	be	AUX
gi-3704	112	9	not	not	PART
gi-3704	112	10	very	very	ADV
gi-3704	112	11	effective	effective	ADJ
gi-3704	112	12	for	for	ADP
gi-3704	112	13	small	small	ADJ
gi-3704	112	14	datasets	dataset	NOUN
gi-3704	112	15	,	,	PUNCT
gi-3704	112	16	where	where	SCONJ
gi-3704	112	17	the	the	DET
gi-3704	112	18	overhead	overhead	NOUN
gi-3704	112	19	of	of	ADP
gi-3704	112	20	initializing	initialize	VERB
gi-3704	112	21	the	the	DET
gi-3704	112	22	opencl	opencl	NOUN
gi-3704	112	23	environment	environment	NOUN
gi-3704	112	24	is	be	AUX
gi-3704	112	25	too	too	ADV
gi-3704	112	26	high	high	ADJ
gi-3704	112	27	to	to	PART
gi-3704	112	28	have	have	VERB
gi-3704	112	29	any	any	DET
gi-3704	112	30	actual	actual	ADJ
gi-3704	112	31	benefit	benefit	NOUN
gi-3704	112	32	,	,	PUNCT
gi-3704	112	33	or	or	CCONJ
gi-3704	112	34	for	for	ADP
gi-3704	112	35	significant	significant	ADJ
gi-3704	112	36	downsampling	downsampling	NOUN
gi-3704	112	37	,	,	PUNCT
gi-3704	112	38	where	where	SCONJ
gi-3704	112	39	the	the	DET
gi-3704	112	40	whole	whole	ADJ
gi-3704	112	41	input	input	NOUN
gi-3704	112	42	needs	need	VERB
gi-3704	112	43	to	to	PART
gi-3704	112	44	be	be	AUX
gi-3704	112	45	copied	copy	VERB
gi-3704	112	46	to	to	ADP
gi-3704	112	47	the	the	DET
gi-3704	112	48	gpu	gpu	NOUN
gi-3704	112	49	,	,	PUNCT
gi-3704	112	50	which	which	PRON
gi-3704	112	51	takes	take	VERB
gi-3704	112	52	too	too	ADV
gi-3704	112	53	long	long	ADJ
gi-3704	112	54	geoinformatics	geoinformatic	NOUN
gi-3704	112	55	fce	fce	VERB
gi-3704	112	56	ctu	ctu	NOUN
gi-3704	112	57	15(1	15(1	NUM
gi-3704	112	58	)	)	PUNCT
gi-3704	112	59	,	,	PUNCT
gi-3704	112	60	2016	2016	NUM
gi-3704	112	61	66	66	NUM
gi-3704	112	62	p.	p.	NOUN
gi-3704	112	63	sloup	sloup	NOUN
gi-3704	112	64	:	:	PUNCT
gi-3704	112	65	gpu	gpu	NOUN
gi-3704	112	66	-	-	PUNCT
gi-3704	112	67	accelerated	accelerate	VERB
gi-3704	112	68	raster	raster	NOUN
gi-3704	112	69	map	map	NOUN
gi-3704	112	70	reprojection	reprojection	NOUN
gi-3704	112	71	in	in	ADP
gi-3704	112	72	comparison	comparison	NOUN
gi-3704	112	73	to	to	ADP
gi-3704	112	74	the	the	DET
gi-3704	112	75	amount	amount	NOUN
gi-3704	112	76	of	of	ADP
gi-3704	112	77	the	the	DET
gi-3704	112	78	subsequent	subsequent	ADJ
gi-3704	112	79	transformation	transformation	NOUN
gi-3704	112	80	calculations	calculation	NOUN
gi-3704	112	81	.	.	PUNCT
gi-3704	113	1	in	in	ADP
gi-3704	113	2	the	the	DET
gi-3704	113	3	future	future	ADJ
gi-3704	113	4	implementations	implementation	NOUN
gi-3704	113	5	,	,	PUNCT
gi-3704	113	6	the	the	DET
gi-3704	113	7	benefit	benefit	NOUN
gi-3704	113	8	of	of	ADP
gi-3704	113	9	this	this	DET
gi-3704	113	10	parallelization	parallelization	NOUN
gi-3704	113	11	approach	approach	NOUN
gi-3704	113	12	can	can	AUX
gi-3704	113	13	further	far	ADV
gi-3704	113	14	increase	increase	VERB
gi-3704	113	15	with	with	ADP
gi-3704	113	16	more	more	ADJ
gi-3704	113	17	complex	complex	ADJ
gi-3704	113	18	transformations	transformation	NOUN
gi-3704	113	19	(	(	PUNCT
gi-3704	113	20	e.g.	e.g.	ADV
gi-3704	113	21	warping	warp	VERB
gi-3704	113	22	based	base	VERB
gi-3704	113	23	on	on	ADP
gi-3704	113	24	ground	ground	NOUN
gi-3704	113	25	control	control	NOUN
gi-3704	113	26	points	point	NOUN
gi-3704	113	27	)	)	PUNCT
gi-3704	113	28	and	and	CCONJ
gi-3704	113	29	resampling	resample	VERB
gi-3704	113	30	methods	method	NOUN
gi-3704	113	31	.	.	PUNCT
gi-3704	114	1	furthermore	furthermore	ADV
gi-3704	114	2	,	,	PUNCT
gi-3704	114	3	various	various	ADJ
gi-3704	114	4	raster	raster	NOUN
gi-3704	114	5	operations	operation	NOUN
gi-3704	114	6	(	(	PUNCT
gi-3704	114	7	e.g.	e.g.	ADV
gi-3704	114	8	,	,	PUNCT
gi-3704	114	9	noise	noise	NOUN
gi-3704	114	10	reduction	reduction	NOUN
gi-3704	114	11	,	,	PUNCT
gi-3704	114	12	color	color	NOUN
gi-3704	114	13	corrections	correction	NOUN
gi-3704	114	14	,	,	PUNCT
gi-3704	114	15	color	color	NOUN
gi-3704	114	16	mapping	mapping	NOUN
gi-3704	114	17	)	)	PUNCT
gi-3704	114	18	can	can	AUX
gi-3704	114	19	also	also	ADV
gi-3704	114	20	be	be	AUX
gi-3704	114	21	performed	perform	VERB
gi-3704	114	22	really	really	ADV
gi-3704	114	23	fast	fast	ADV
gi-3704	114	24	both	both	CCONJ
gi-3704	114	25	before	before	ADV
gi-3704	114	26	and	and	CCONJ
gi-3704	114	27	after	after	ADP
gi-3704	114	28	the	the	DET
gi-3704	114	29	warping	warping	NOUN
gi-3704	114	30	since	since	SCONJ
gi-3704	114	31	the	the	DET
gi-3704	114	32	data	datum	NOUN
gi-3704	114	33	are	be	AUX
gi-3704	114	34	already	already	ADV
gi-3704	114	35	present	present	ADJ
gi-3704	114	36	in	in	ADP
gi-3704	114	37	the	the	DET
gi-3704	114	38	gpu	gpu	NOUN
gi-3704	114	39	memory	memory	NOUN
gi-3704	114	40	.	.	PUNCT
gi-3704	115	1	development	development	NOUN
gi-3704	115	2	of	of	ADP
gi-3704	115	3	a	a	DET
gi-3704	115	4	tool	tool	NOUN
gi-3704	115	5	for	for	ADP
gi-3704	115	6	batch	batch	NOUN
gi-3704	115	7	processing	processing	NOUN
gi-3704	115	8	would	would	AUX
gi-3704	115	9	also	also	ADV
gi-3704	115	10	help	help	VERB
gi-3704	115	11	better	well	ADV
gi-3704	115	12	utilize	utilize	VERB
gi-3704	115	13	the	the	DET
gi-3704	115	14	gpu	gpu	NOUN
gi-3704	115	15	potential	potential	NOUN
gi-3704	115	16	–	–	PUNCT
gi-3704	115	17	the	the	DET
gi-3704	115	18	opencl	opencl	NOUN
gi-3704	115	19	initialization	initialization	NOUN
gi-3704	115	20	could	could	AUX
gi-3704	115	21	only	only	ADV
gi-3704	115	22	be	be	AUX
gi-3704	115	23	done	do	VERB
gi-3704	115	24	once	once	ADV
gi-3704	115	25	for	for	ADP
gi-3704	115	26	multiple	multiple	ADJ
gi-3704	115	27	input	input	NOUN
gi-3704	115	28	and	and	CCONJ
gi-3704	115	29	output	output	NOUN
gi-3704	115	30	datasets	dataset	NOUN
gi-3704	115	31	.	.	PUNCT
gi-3704	116	1	similarly	similarly	ADV
gi-3704	116	2	,	,	PUNCT
gi-3704	116	3	this	this	DET
gi-3704	116	4	parallelization	parallelization	NOUN
gi-3704	116	5	approach	approach	NOUN
gi-3704	116	6	could	could	AUX
gi-3704	116	7	be	be	AUX
gi-3704	116	8	beneficial	beneficial	ADJ
gi-3704	116	9	for	for	ADP
gi-3704	116	10	creating	create	VERB
gi-3704	116	11	tile	tile	NOUN
gi-3704	116	12	pyramids	pyramid	NOUN
gi-3704	116	13	–	–	PUNCT
gi-3704	116	14	input	input	NOUN
gi-3704	116	15	file	file	NOUN
gi-3704	116	16	would	would	AUX
gi-3704	116	17	be	be	AUX
gi-3704	116	18	loaded	load	VERB
gi-3704	116	19	and	and	CCONJ
gi-3704	116	20	transferred	transfer	VERB
gi-3704	116	21	to	to	ADP
gi-3704	116	22	gpu	gpu	NOUN
gi-3704	116	23	memory	memory	NOUN
gi-3704	116	24	only	only	ADV
gi-3704	116	25	once	once	ADV
gi-3704	116	26	and	and	CCONJ
gi-3704	116	27	used	use	VERB
gi-3704	116	28	to	to	PART
gi-3704	116	29	create	create	VERB
gi-3704	116	30	many	many	ADJ
gi-3704	116	31	smaller	small	ADJ
gi-3704	116	32	files	file	NOUN
gi-3704	116	33	.	.	PUNCT
gi-3704	117	1	acknowledgements	acknowledgement	NOUN
gi-3704	117	2	this	this	DET
gi-3704	117	3	work	work	NOUN
gi-3704	117	4	has	have	AUX
gi-3704	117	5	been	be	AUX
gi-3704	117	6	done	do	VERB
gi-3704	117	7	as	as	ADP
gi-3704	117	8	part	part	NOUN
gi-3704	117	9	of	of	ADP
gi-3704	117	10	ph.d	ph.d	PROPN
gi-3704	117	11	.	.	PUNCT
gi-3704	118	1	research	research	PROPN
gi-3704	118	2	at	at	ADP
gi-3704	118	3	czech	czech	PROPN
gi-3704	118	4	technical	technical	PROPN
gi-3704	118	5	university	university	PROPN
gi-3704	118	6	in	in	ADP
gi-3704	118	7	prague	prague	PROPN
gi-3704	118	8	in	in	ADP
gi-3704	118	9	cooperation	cooperation	NOUN
gi-3704	118	10	with	with	ADP
gi-3704	118	11	the	the	DET
gi-3704	118	12	klokan	klokan	PROPN
gi-3704	118	13	technologies	technologies	PROPN
gi-3704	118	14	gmbh	gmbh	PROPN
gi-3704	118	15	for	for	ADP
gi-3704	118	16	the	the	DET
gi-3704	118	17	future	future	ADJ
gi-3704	118	18	version	version	NOUN
gi-3704	118	19	of	of	ADP
gi-3704	118	20	the	the	DET
gi-3704	118	21	maptiler	maptiler	NOUN
gi-3704	118	22	product	product	NOUN
gi-3704	118	23	(	(	PUNCT
gi-3704	118	24	http://www.maptiler.com/	http://www.maptiler.com/	NOUN
gi-3704	118	25	)	)	PUNCT
gi-3704	118	26	.	.	PUNCT
gi-3704	119	1	references	reference	NOUN
gi-3704	119	2	[	[	X
gi-3704	119	3	1	1	X
gi-3704	119	4	]	]	PUNCT
gi-3704	119	5	d.	d.	PROPN
gi-3704	119	6	e.	e.	PROPN
gi-3704	119	7	culler	culler	PROPN
gi-3704	119	8	,	,	PUNCT
gi-3704	119	9	j.	j.	PROPN
gi-3704	119	10	p.	p.	PROPN
gi-3704	119	11	singh	singh	PROPN
gi-3704	119	12	,	,	PUNCT
gi-3704	119	13	and	and	CCONJ
gi-3704	119	14	a.	a.	NOUN
gi-3704	119	15	gupta	gupta	PROPN
gi-3704	119	16	.	.	PUNCT
gi-3704	120	1	parallel	parallel	ADJ
gi-3704	120	2	computer	computer	NOUN
gi-3704	120	3	architecture	architecture	NOUN
gi-3704	120	4	.	.	PUNCT
gi-3704	121	1	a	a	DET
gi-3704	121	2	hardware	hardware	NOUN
gi-3704	121	3	/	/	SYM
gi-3704	121	4	software	software	NOUN
gi-3704	121	5	approach	approach	NOUN
gi-3704	121	6	.	.	PUNCT
gi-3704	122	1	morgan	morgan	PROPN
gi-3704	122	2	kaufmann	kaufmann	PROPN
gi-3704	122	3	publishers	publishers	PROPN
gi-3704	122	4	,	,	PUNCT
gi-3704	122	5	sept	sept	PROPN
gi-3704	122	6	.	.	PROPN
gi-3704	122	7	1998	1998	NUM
gi-3704	122	8	.	.	PUNCT
gi-3704	123	1	isbn	isbn	ADJ
gi-3704	123	2	:	:	PUNCT
gi-3704	123	3	9781558603431	9781558603431	NUM
gi-3704	123	4	.	.	PUNCT
gi-3704	124	1	[	[	X
gi-3704	124	2	2	2	NUM
gi-3704	124	3	]	]	X
gi-3704	124	4	g.	g.	PROPN
gi-3704	124	5	evenden	evenden	PROPN
gi-3704	124	6	,	,	PUNCT
gi-3704	124	7	f.	f.	PROPN
gi-3704	124	8	warmerdam	warmerdam	PROPN
gi-3704	124	9	,	,	PUNCT
gi-3704	124	10	et	et	PROPN
gi-3704	124	11	al	al	PROPN
gi-3704	124	12	.	.	PUNCT
gi-3704	124	13	proj.4	proj.4	PROPN
gi-3704	124	14	–	–	PUNCT
gi-3704	124	15	cartographic	cartographic	ADJ
gi-3704	124	16	projections	projection	NOUN
gi-3704	124	17	library	library	NOUN
gi-3704	124	18	.	.	PUNCT
gi-3704	125	1	[	[	X
gi-3704	125	2	online	online	X
gi-3704	125	3	]	]	X
gi-3704	125	4	.	.	PUNCT
gi-3704	126	1	http://proj.osgeo.org/.	http://proj.osgeo.org/.	PROPN
gi-3704	126	2	may	may	AUX
gi-3704	126	3	2015	2015	NUM
gi-3704	126	4	.	.	PUNCT
gi-3704	127	1	[	[	X
gi-3704	127	2	3	3	X
gi-3704	127	3	]	]	PUNCT
gi-3704	127	4	m.	m.	NOUN
gi-3704	127	5	flynn	flynn	PROPN
gi-3704	127	6	.	.	PUNCT
gi-3704	128	1	“	"	PUNCT
gi-3704	128	2	some	some	DET
gi-3704	128	3	computer	computer	NOUN
gi-3704	128	4	organizations	organization	NOUN
gi-3704	128	5	and	and	CCONJ
gi-3704	128	6	their	their	PRON
gi-3704	128	7	effectiveness	effectiveness	NOUN
gi-3704	128	8	”	"	PUNCT
gi-3704	128	9	.	.	PUNCT
gi-3704	129	1	in	in	ADP
gi-3704	129	2	:	:	PUNCT
gi-3704	129	3	computers	computer	NOUN
gi-3704	129	4	,	,	PUNCT
gi-3704	129	5	ieee	ieee	NOUN
gi-3704	129	6	transactions	transaction	NOUN
gi-3704	129	7	on	on	ADP
gi-3704	129	8	c-21.9	c-21.9	NOUN
gi-3704	129	9	(	(	PUNCT
gi-3704	129	10	sept	sept	PROPN
gi-3704	129	11	.	.	PROPN
gi-3704	129	12	1972	1972	NUM
gi-3704	129	13	)	)	PUNCT
gi-3704	129	14	,	,	PUNCT
gi-3704	129	15	pp	pp	ADP
gi-3704	129	16	.	.	PUNCT
gi-3704	130	1	948–960	948–960	NUM
gi-3704	130	2	.	.	PUNCT
gi-3704	131	1	issn	issn	PROPN
gi-3704	131	2	:	:	PUNCT
gi-3704	131	3	0018	0018	NUM
gi-3704	131	4	-	-	SYM
gi-3704	131	5	9340	9340	NUM
gi-3704	131	6	.	.	PUNCT
gi-3704	132	1	doi	doi	NOUN
gi-3704	132	2	:	:	PUNCT
gi-3704	132	3	10	10	NUM
gi-3704	132	4	.	.	PUNCT
gi-3704	132	5	1109	1109	NUM
gi-3704	132	6	/	/	SYM
gi-3704	132	7	tc.1972.5009071	tc.1972.5009071	NOUN
gi-3704	132	8	.	.	PUNCT
gi-3704	133	1	[	[	X
gi-3704	133	2	4	4	NUM
gi-3704	133	3	]	]	PUNCT
gi-3704	133	4	c.	c.	PROPN
gi-3704	133	5	f.	f.	PROPN
gi-3704	133	6	gauss	gauss	PROPN
gi-3704	133	7	,	,	PUNCT
gi-3704	133	8	j.	j.	PROPN
gi-3704	133	9	c.	c.	PROPN
gi-3704	133	10	morehead	morehead	PROPN
gi-3704	133	11	,	,	PUNCT
gi-3704	133	12	and	and	CCONJ
gi-3704	133	13	a.	a.	NOUN
gi-3704	133	14	m.	m.	NOUN
gi-3704	133	15	hiltebeitel	hiltebeitel	PROPN
gi-3704	133	16	.	.	PUNCT
gi-3704	134	1	general	general	ADJ
gi-3704	134	2	investigations	investigation	NOUN
gi-3704	134	3	of	of	ADP
gi-3704	134	4	curved	curved	ADJ
gi-3704	134	5	surfaces	surface	NOUN
gi-3704	134	6	of	of	ADP
gi-3704	134	7	1827	1827	NUM
gi-3704	134	8	and	and	CCONJ
gi-3704	134	9	1825	1825	NUM
gi-3704	134	10	.	.	PUNCT
gi-3704	135	1	the	the	DET
gi-3704	135	2	princeton	princeton	PROPN
gi-3704	135	3	university	university	PROPN
gi-3704	135	4	library	library	NOUN
gi-3704	135	5	,	,	PUNCT
gi-3704	135	6	1902	1902	NUM
gi-3704	135	7	,	,	PUNCT
gi-3704	135	8	p.	p.	NOUN
gi-3704	135	9	148	148	NUM
gi-3704	135	10	.	.	PUNCT
gi-3704	136	1	[	[	X
gi-3704	136	2	5	5	X
gi-3704	136	3	]	]	PUNCT
gi-3704	136	4	gdal	gdal	ADJ
gi-3704	136	5	development	development	NOUN
gi-3704	136	6	team	team	NOUN
gi-3704	136	7	.	.	PUNCT
gi-3704	137	1	gdal	gdal	PROPN
gi-3704	137	2	–	–	PUNCT
gi-3704	137	3	geospatial	geospatial	ADJ
gi-3704	137	4	data	data	PROPN
gi-3704	137	5	abstraction	abstraction	PROPN
gi-3704	137	6	library	library	NOUN
gi-3704	137	7	,	,	PUNCT
gi-3704	137	8	version	version	NOUN
gi-3704	137	9	1.11.2	1.11.2	NUM
gi-3704	137	10	.	.	PUNCT
gi-3704	137	11	open	open	PROPN
gi-3704	137	12	source	source	NOUN
gi-3704	137	13	geospatial	geospatial	PROPN
gi-3704	137	14	foundation	foundation	NOUN
gi-3704	137	15	.	.	PUNCT
gi-3704	138	1	2015	2015	NUM
gi-3704	138	2	.	.	PUNCT
gi-3704	139	1	url	url	PROPN
gi-3704	139	2	:	:	PUNCT
gi-3704	139	3	http://www.gdal.org	http://www.gdal.org	X
gi-3704	139	4	.	.	PUNCT
gi-3704	140	1	[	[	X
gi-3704	140	2	6	6	NUM
gi-3704	140	3	]	]	PUNCT
gi-3704	140	4	w.	w.	PROPN
gi-3704	140	5	d.	d.	PROPN
gi-3704	140	6	hillis	hillis	PROPN
gi-3704	140	7	and	and	CCONJ
gi-3704	140	8	g.	g.	PROPN
gi-3704	140	9	l.	l.	PROPN
gi-3704	140	10	steele	steele	PROPN
gi-3704	140	11	jr	jr	PROPN
gi-3704	140	12	.	.	PUNCT
gi-3704	141	1	“	"	PUNCT
gi-3704	141	2	data	datum	NOUN
gi-3704	141	3	parallel	parallel	ADJ
gi-3704	141	4	algorithms	algorithm	NOUN
gi-3704	141	5	”	"	PUNCT
gi-3704	141	6	.	.	PUNCT
gi-3704	142	1	in	in	ADP
gi-3704	142	2	:	:	PUNCT
gi-3704	142	3	communications	communication	NOUN
gi-3704	142	4	of	of	ADP
gi-3704	142	5	the	the	DET
gi-3704	142	6	acm	acm	PROPN
gi-3704	142	7	29.12	29.12	NUM
gi-3704	142	8	(	(	PUNCT
gi-3704	142	9	dec	dec	PROPN
gi-3704	142	10	.	.	PROPN
gi-3704	142	11	1986	1986	NUM
gi-3704	142	12	)	)	PUNCT
gi-3704	142	13	,	,	PUNCT
gi-3704	142	14	pp	pp	PROPN
gi-3704	142	15	.	.	PUNCT
gi-3704	142	16	1170–1183	1170–1183	NUM
gi-3704	142	17	.	.	PUNCT
gi-3704	143	1	issn	issn	PROPN
gi-3704	143	2	:	:	PUNCT
gi-3704	143	3	0001	0001	NUM
gi-3704	143	4	-	-	PUNCT
gi-3704	143	5	0782	0782	NUM
gi-3704	143	6	.	.	PUNCT
gi-3704	144	1	doi	doi	NOUN
gi-3704	144	2	:	:	PUNCT
gi-3704	144	3	10.1145/7902.7903	10.1145/7902.7903	NUM
gi-3704	144	4	.	.	PUNCT
gi-3704	145	1	[	[	X
gi-3704	145	2	7	7	X
gi-3704	145	3	]	]	X
gi-3704	145	4	khronos	khronos	PROPN
gi-3704	145	5	opencl	opencl	VERB
gi-3704	145	6	working	working	PROPN
gi-3704	145	7	group	group	NOUN
gi-3704	145	8	.	.	PUNCT
gi-3704	146	1	opencl	opencl	PROPN
gi-3704	146	2	c	c	PROPN
gi-3704	146	3	specification	specification	NOUN
gi-3704	146	4	.	.	PUNCT
gi-3704	147	1	ed	ed	NOUN
gi-3704	147	2	.	.	PUNCT
gi-3704	148	1	by	by	ADP
gi-3704	148	2	lee	lee	PROPN
gi-3704	148	3	howes	howes	PROPN
gi-3704	148	4	aaftab	aaftab	PROPN
gi-3704	148	5	munshi	munshi	PROPN
gi-3704	148	6	and	and	CCONJ
gi-3704	148	7	bartosz	bartosz	PROPN
gi-3704	148	8	sochacki	sochacki	PROPN
gi-3704	148	9	.	.	PUNCT
gi-3704	149	1	2015	2015	NUM
gi-3704	149	2	.	.	PUNCT
gi-3704	150	1	url	url	PROPN
gi-3704	150	2	:	:	PUNCT
gi-3704	150	3	https://www.khronos.org/registry/cl/	https://www.khronos.org/registry/cl/	PROPN
gi-3704	150	4	specs	spec	NOUN
gi-3704	150	5	/	/	SYM
gi-3704	150	6	opencl-2.0	opencl-2.0	NOUN
gi-3704	150	7	-	-	PUNCT
gi-3704	150	8	openclc.pdf	openclc.pdf	X
gi-3704	150	9	.	.	PUNCT
gi-3704	151	1	[	[	X
gi-3704	151	2	8	8	X
gi-3704	151	3	]	]	X
gi-3704	151	4	khronos	khronos	PROPN
gi-3704	151	5	opencl	opencl	VERB
gi-3704	151	6	working	working	PROPN
gi-3704	151	7	group	group	NOUN
gi-3704	151	8	.	.	PUNCT
gi-3704	152	1	the	the	DET
gi-3704	152	2	opencl	opencl	PROPN
gi-3704	152	3	specification	specification	PROPN
gi-3704	152	4	,	,	PUNCT
gi-3704	152	5	version	version	NOUN
gi-3704	152	6	1.1	1.1	NUM
gi-3704	152	7	.	.	PUNCT
gi-3704	153	1	ed	ed	NOUN
gi-3704	153	2	.	.	PUNCT
gi-3704	154	1	by	by	ADP
gi-3704	154	2	aaftab	aaftab	PROPN
gi-3704	154	3	munshi	munshi	PROPN
gi-3704	154	4	.	.	PUNCT
gi-3704	155	1	2011	2011	NUM
gi-3704	155	2	.	.	PUNCT
gi-3704	156	1	url	url	PROPN
gi-3704	156	2	:	:	PUNCT
gi-3704	156	3	https://www.khronos.org/registry/cl/specs/opencl1.1.pdf	https://www.khronos.org/registry/cl/specs/opencl1.1.pdf	NOUN
gi-3704	156	4	.	.	PUNCT
gi-3704	157	1	[	[	X
gi-3704	157	2	9	9	X
gi-3704	157	3	]	]	PUNCT
gi-3704	157	4	j.	j.	PROPN
gi-3704	157	5	d.	d.	PROPN
gi-3704	157	6	owens	owens	PROPN
gi-3704	157	7	et	et	PROPN
gi-3704	157	8	al	al	PROPN
gi-3704	157	9	.	.	PUNCT
gi-3704	158	1	“	"	PUNCT
gi-3704	158	2	a	a	DET
gi-3704	158	3	survey	survey	NOUN
gi-3704	158	4	of	of	ADP
gi-3704	158	5	general	general	ADJ
gi-3704	158	6	-	-	PUNCT
gi-3704	158	7	purpose	purpose	NOUN
gi-3704	158	8	computation	computation	NOUN
gi-3704	158	9	on	on	ADP
gi-3704	158	10	graphics	graphic	NOUN
gi-3704	158	11	hardware	hardware	NOUN
gi-3704	158	12	”	"	PUNCT
gi-3704	158	13	.	.	PUNCT
gi-3704	159	1	in	in	ADP
gi-3704	159	2	:	:	PUNCT
gi-3704	159	3	computer	computer	NOUN
gi-3704	159	4	graphics	graphic	NOUN
gi-3704	159	5	forum	forum	PROPN
gi-3704	159	6	26.1	26.1	NUM
gi-3704	159	7	(	(	PUNCT
gi-3704	159	8	mar	mar	PROPN
gi-3704	159	9	.	.	PROPN
gi-3704	159	10	2007	2007	NUM
gi-3704	159	11	)	)	PUNCT
gi-3704	159	12	,	,	PUNCT
gi-3704	159	13	pp	pp	ADP
gi-3704	159	14	.	.	PUNCT
gi-3704	160	1	80–113	80–113	NUM
gi-3704	160	2	.	.	PUNCT
gi-3704	161	1	issn	issn	PROPN
gi-3704	161	2	:	:	PUNCT
gi-3704	161	3	1467	1467	NUM
gi-3704	161	4	-	-	SYM
gi-3704	161	5	8659	8659	NUM
gi-3704	161	6	.	.	PUNCT
gi-3704	162	1	doi	doi	NOUN
gi-3704	162	2	:	:	PUNCT
gi-3704	162	3	10.1111	10.1111	NUM
gi-3704	162	4	/	/	SYM
gi-3704	162	5	j.1467	j.1467	PROPN
gi-3704	162	6	-	-	PUNCT
gi-3704	162	7	8659.2007.01012.x	8659.2007.01012.x	NUM
gi-3704	162	8	.	.	PUNCT
gi-3704	163	1	geoinformatics	geoinformatic	NOUN
gi-3704	163	2	fce	fce	VERB
gi-3704	163	3	ctu	ctu	NOUN
gi-3704	163	4	15(1	15(1	NUM
gi-3704	163	5	)	)	PUNCT
gi-3704	163	6	,	,	PUNCT
gi-3704	163	7	2016	2016	NUM
gi-3704	163	8	67	67	NUM
gi-3704	163	9	http://www.maptiler.com/	http://www.maptiler.com/	NOUN
gi-3704	163	10	http://dx.doi.org/10.1109/tc.1972.5009071	http://dx.doi.org/10.1109/tc.1972.5009071	PRON
gi-3704	163	11	http://dx.doi.org/10.1109/tc.1972.5009071	http://dx.doi.org/10.1109/tc.1972.5009071	ADJ
gi-3704	163	12	http://www.gdal.org	http://www.gdal.org	X
gi-3704	163	13	http://dx.doi.org/10.1145/7902.7903	http://dx.doi.org/10.1145/7902.7903	PROPN
gi-3704	163	14	https://www.khronos.org/registry/cl/specs/opencl-2.0-openclc.pdf	https://www.khronos.org/registry/cl/specs/opencl-2.0-openclc.pdf	PROPN
gi-3704	163	15	https://www.khronos.org/registry/cl/specs/opencl-2.0-openclc.pdf	https://www.khronos.org/registry/cl/specs/opencl-2.0-openclc.pdf	PROPN
gi-3704	163	16	https://www.khronos.org/registry/cl/specs/opencl-1.1.pdf	https://www.khronos.org/registry/cl/specs/opencl-1.1.pdf	PROPN
gi-3704	163	17	https://www.khronos.org/registry/cl/specs/opencl-1.1.pdf	https://www.khronos.org/registry/cl/specs/opencl-1.1.pdf	PROPN
gi-3704	163	18	http://dx.doi.org/10.1111/j.1467-8659.2007.01012.x	http://dx.doi.org/10.1111/j.1467-8659.2007.01012.x	ADJ
gi-3704	163	19	p.	p.	NOUN
gi-3704	163	20	sloup	sloup	NOUN
gi-3704	163	21	:	:	PUNCT
gi-3704	163	22	gpu	gpu	NOUN
gi-3704	163	23	-	-	PUNCT
gi-3704	163	24	accelerated	accelerate	VERB
gi-3704	163	25	raster	raster	NOUN
gi-3704	163	26	map	map	NOUN
gi-3704	163	27	reprojection	reprojection	NOUN
gi-3704	164	1	[	[	X
gi-3704	164	2	10	10	NUM
gi-3704	164	3	]	]	X
gi-3704	164	4	r.	r.	PROPN
gi-3704	164	5	stöckli	stöckli	PROPN
gi-3704	164	6	et	et	PROPN
gi-3704	164	7	al	al	PROPN
gi-3704	164	8	.	.	PUNCT
gi-3704	165	1	the	the	DET
gi-3704	165	2	blue	blue	ADJ
gi-3704	165	3	marble	marble	NOUN
gi-3704	165	4	next	next	ADJ
gi-3704	165	5	generation	generation	NOUN
gi-3704	165	6	a	a	DET
gi-3704	165	7	true	true	ADJ
gi-3704	165	8	color	color	NOUN
gi-3704	165	9	earth	earth	NOUN
gi-3704	165	10	dataset	dataset	VERB
gi-3704	165	11	including	include	VERB
gi-3704	165	12	seasonal	seasonal	ADJ
gi-3704	165	13	dynamics	dynamic	NOUN
gi-3704	165	14	from	from	ADP
gi-3704	165	15	modis	modis	PROPN
gi-3704	165	16	.	.	PUNCT
gi-3704	166	1	published	publish	VERB
gi-3704	166	2	by	by	ADP
gi-3704	166	3	the	the	DET
gi-3704	166	4	nasa	nasa	PROPN
gi-3704	166	5	earth	earth	NOUN
gi-3704	166	6	observatory	observatory	NOUN
gi-3704	166	7	.	.	PUNCT
gi-3704	167	1	2005	2005	NUM
gi-3704	167	2	.	.	PUNCT
gi-3704	168	1	url	url	PROPN
gi-3704	168	2	:	:	PUNCT
gi-3704	168	3	http://visibleearth.nasa.gov/view.php?id=73751	http://visibleearth.nasa.gov/view.php?id=73751	PROPN
gi-3704	168	4	.	.	PUNCT
gi-3704	169	1	geoinformatics	geoinformatic	NOUN
gi-3704	169	2	fce	fce	VERB
gi-3704	169	3	ctu	ctu	NOUN
gi-3704	169	4	15(1	15(1	NUM
gi-3704	169	5	)	)	PUNCT
gi-3704	169	6	,	,	PUNCT
gi-3704	169	7	2016	2016	NUM
gi-3704	169	8	68	68	NUM
gi-3704	169	9	http://visibleearth.nasa.gov/view.php?id=73751	http://visibleearth.nasa.gov/view.php?id=73751	PROPN