id	sid	tid	token	lemma	pos
cet-15743	1	1	doi	doi	NOUN
cet-15743	1	2	:	:	PUNCT
cet-15743	1	3	10.3303	10.3303	NUM
cet-15743	1	4	/	/	SYM
cet-15743	1	5	cet25121016	cet25121016	PROPN
cet-15743	1	6	paper	paper	NOUN
cet-15743	1	7	received	receive	VERB
cet-15743	1	8	:	:	PUNCT
cet-15743	1	9	23	23	NUM
cet-15743	1	10	august	august	PROPN
cet-15743	1	11	2025	2025	NUM
cet-15743	1	12	;	;	PUNCT
cet-15743	1	13	revised	revise	VERB
cet-15743	1	14	:	:	PUNCT
cet-15743	1	15	9	9	NUM
cet-15743	1	16	november	november	NOUN
cet-15743	1	17	2025	2025	NUM
cet-15743	1	18	;	;	PUNCT
cet-15743	1	19	accepted	accept	VERB
cet-15743	1	20	:	:	PUNCT
cet-15743	1	21	05	05	NUM
cet-15743	1	22	december	december	PROPN
cet-15743	1	23	2025	2025	NUM
cet-15743	1	24	please	please	INTJ
cet-15743	1	25	cite	cite	VERB
cet-15743	1	26	this	this	DET
cet-15743	1	27	article	article	NOUN
cet-15743	1	28	as	as	ADP
cet-15743	1	29	:	:	PUNCT
cet-15743	1	30	oláh	oláh	PROPN
cet-15743	1	31	s.	s.	PROPN
cet-15743	1	32	,	,	PUNCT
cet-15743	1	33	barsi	barsi	NOUN
cet-15743	1	34	á	á	PROPN
cet-15743	1	35	.	.	PROPN
cet-15743	1	36	,	,	PUNCT
cet-15743	1	37	kozma	kozma	PROPN
cet-15743	1	38	k.	k.	PROPN
cet-15743	1	39	,	,	PUNCT
cet-15743	1	40	2025	2025	NUM
cet-15743	1	41	,	,	PUNCT
cet-15743	1	42	potential	potential	NOUN
cet-15743	1	43	of	of	ADP
cet-15743	1	44	point	point	NOUN
cet-15743	1	45	cloud	cloud	NOUN
cet-15743	1	46	upsampling	upsample	VERB
cet-15743	1	47	for	for	ADP
cet-15743	1	48	environmental	environmental	ADJ
cet-15743	1	49	protection	protection	NOUN
cet-15743	1	50	:	:	PUNCT
cet-15743	1	51	enhancing	enhance	VERB
cet-15743	1	52	airborne	airborne	ADJ
cet-15743	1	53	lidar	lidar	NOUN
cet-15743	1	54	data	datum	NOUN
cet-15743	1	55	for	for	ADP
cet-15743	1	56	sustainable	sustainable	ADJ
cet-15743	1	57	resource	resource	NOUN
cet-15743	1	58	management	management	NOUN
cet-15743	1	59	,	,	PUNCT
cet-15743	1	60	chemical	chemical	NOUN
cet-15743	1	61	engineering	engineering	NOUN
cet-15743	1	62	transactions	transaction	NOUN
cet-15743	1	63	,	,	PUNCT
cet-15743	1	64	121	121	NUM
cet-15743	1	65	,	,	PUNCT
cet-15743	1	66	91	91	NUM
cet-15743	1	67	-	-	SYM
cet-15743	1	68	96	96	NUM
cet-15743	1	69	doi:10.3303	doi:10.3303	NOUN
cet-15743	1	70	/	/	SYM
cet-15743	1	71	cet25121016	cet25121016	PROPN
cet-15743	1	72	chemical	chemical	PROPN
cet-15743	1	73	engineering	engineering	NOUN
cet-15743	1	74	transactions	transaction	NOUN
cet-15743	1	75	vol	vol	NOUN
cet-15743	1	76	.	.	PROPN
cet-15743	1	77	121	121	NUM
cet-15743	1	78	,	,	PUNCT
cet-15743	1	79	2025	2025	NUM
cet-15743	1	80	a	a	DET
cet-15743	1	81	publication	publication	NOUN
cet-15743	1	82	of	of	ADP
cet-15743	1	83	the	the	DET
cet-15743	1	84	italian	italian	ADJ
cet-15743	1	85	association	association	NOUN
cet-15743	1	86	of	of	ADP
cet-15743	1	87	chemical	chemical	PROPN
cet-15743	1	88	engineering	engineering	NOUN
cet-15743	1	89	online	online	ADV
cet-15743	1	90	at	at	ADP
cet-15743	1	91	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15743	1	92	guest	guest	NOUN
cet-15743	1	93	editors	editor	NOUN
cet-15743	1	94	:	:	PUNCT
cet-15743	1	95	petar	petar	PROPN
cet-15743	1	96	s.	s.	PROPN
cet-15743	1	97	varbanov	varbanov	PROPN
cet-15743	1	98	copyright	copyright	NOUN
cet-15743	1	99	©	©	PROPN
cet-15743	1	100	2025	2025	NUM
cet-15743	1	101	,	,	PUNCT
cet-15743	1	102	aidic	aidic	ADJ
cet-15743	1	103	servizi	servizi	PROPN
cet-15743	1	104	s.r.l	s.r.l	NOUN
cet-15743	1	105	.	.	PUNCT
cet-15743	2	1	isbn	isbn	PROPN
cet-15743	2	2	979	979	NUM
cet-15743	2	3	-	-	SYM
cet-15743	2	4	12	12	NUM
cet-15743	2	5	-	-	PUNCT
cet-15743	2	6	81206	81206	NUM
cet-15743	2	7	-	-	SYM
cet-15743	2	8	22	22	NUM
cet-15743	2	9	-	-	SYM
cet-15743	2	10	9	9	NUM
cet-15743	2	11	;	;	PUNCT
cet-15743	2	12	issn	issn	PROPN
cet-15743	2	13	2283	2283	NUM
cet-15743	2	14	-	-	SYM
cet-15743	2	15	9216	9216	NUM
cet-15743	2	16	potential	potential	NOUN
cet-15743	2	17	of	of	ADP
cet-15743	2	18	point	point	NOUN
cet-15743	2	19	cloud	cloud	NOUN
cet-15743	2	20	upsampling	upsample	VERB
cet-15743	2	21	for	for	ADP
cet-15743	2	22	environmental	environmental	ADJ
cet-15743	2	23	protection	protection	NOUN
cet-15743	2	24	:	:	PUNCT
cet-15743	2	25	enhancing	enhance	VERB
cet-15743	2	26	airborne	airborne	ADJ
cet-15743	2	27	lidar	lidar	NOUN
cet-15743	2	28	data	datum	NOUN
cet-15743	2	29	for	for	ADP
cet-15743	2	30	sustainable	sustainable	ADJ
cet-15743	2	31	resource	resource	NOUN
cet-15743	2	32	management	management	NOUN
cet-15743	2	33	szeverin	szeverin	PROPN
cet-15743	2	34	oláha	oláha	PROPN
cet-15743	2	35	,	,	PUNCT
cet-15743	2	36	árpád	árpád	PROPN
cet-15743	2	37	barsib	barsib	PROPN
cet-15743	2	38	,	,	PUNCT
cet-15743	2	39	katalin	katalin	PROPN
cet-15743	2	40	kozma*,c	kozma*,c	VERB
cet-15743	2	41	adoctoral	adoctoral	ADJ
cet-15743	2	42	school	school	NOUN
cet-15743	2	43	of	of	ADP
cet-15743	2	44	multidisciplinary	multidisciplinary	ADJ
cet-15743	2	45	engineering	engineering	NOUN
cet-15743	2	46	sciences	science	NOUN
cet-15743	2	47	,	,	PUNCT
cet-15743	2	48	széchenyi	széchenyi	PROPN
cet-15743	2	49	istván	istván	PROPN
cet-15743	2	50	university	university	PROPN
cet-15743	2	51	,	,	PUNCT
cet-15743	2	52	egyetem	egyetem	NOUN
cet-15743	2	53	tér	tér	PROPN
cet-15743	2	54	1	1	NUM
cet-15743	2	55	,	,	PUNCT
cet-15743	2	56	9026	9026	NUM
cet-15743	2	57	győr	győr	NOUN
cet-15743	2	58	,	,	PUNCT
cet-15743	2	59	hungary	hungary	PROPN
cet-15743	2	60	bdepartment	bdepartment	NOUN
cet-15743	2	61	of	of	ADP
cet-15743	2	62	photogrammetry	photogrammetry	NOUN
cet-15743	2	63	and	and	CCONJ
cet-15743	2	64	geoinformatics	geoinformatic	NOUN
cet-15743	2	65	,	,	PUNCT
cet-15743	2	66	faculty	faculty	NOUN
cet-15743	2	67	of	of	ADP
cet-15743	2	68	civil	civil	ADJ
cet-15743	2	69	engineering	engineering	NOUN
cet-15743	2	70	,	,	PUNCT
cet-15743	2	71	budapest	budapest	PROPN
cet-15743	2	72	university	university	PROPN
cet-15743	2	73	of	of	ADP
cet-15743	2	74	technology	technology	NOUN
cet-15743	2	75	and	and	CCONJ
cet-15743	2	76	economics	economic	NOUN
cet-15743	2	77	,	,	PUNCT
cet-15743	2	78	műegyetem	műegyetem	NOUN
cet-15743	2	79	rkp	rkp	PROPN
cet-15743	2	80	.	.	PROPN
cet-15743	2	81	3	3	NUM
cet-15743	2	82	,	,	PUNCT
cet-15743	2	83	1111	1111	NUM
cet-15743	2	84	budapest	budapest	NOUN
cet-15743	2	85	,	,	PUNCT
cet-15743	2	86	hungary	hungary	PROPN
cet-15743	2	87	cdepartment	cdepartment	NOUN
cet-15743	2	88	of	of	ADP
cet-15743	2	89	applied	apply	VERB
cet-15743	2	90	sustainability	sustainability	NOUN
cet-15743	2	91	,	,	PUNCT
cet-15743	2	92	albert	albert	PROPN
cet-15743	2	93	kázmér	kázmér	PROPN
cet-15743	2	94	faculty	faculty	NOUN
cet-15743	2	95	of	of	ADP
cet-15743	2	96	agricultural	agricultural	ADJ
cet-15743	2	97	and	and	CCONJ
cet-15743	2	98	food	food	NOUN
cet-15743	2	99	sciences	science	NOUN
cet-15743	2	100	,	,	PUNCT
cet-15743	2	101	széchenyi	széchenyi	PROPN
cet-15743	2	102	istván	istván	PROPN
cet-15743	2	103	university	university	PROPN
cet-15743	2	104	,	,	PUNCT
cet-15743	2	105	egyetem	egyetem	NOUN
cet-15743	2	106	tér	tér	PROPN
cet-15743	2	107	1	1	NUM
cet-15743	2	108	,	,	PUNCT
cet-15743	2	109	9026	9026	NUM
cet-15743	2	110	győr	győr	PROPN
cet-15743	2	111	,	,	PUNCT
cet-15743	2	112	hungary	hungary	PROPN
cet-15743	2	113	kozma.katalin@sze.hu	kozma.katalin@sze.hu	PROPN
cet-15743	3	1	high	high	ADJ
cet-15743	3	2	-	-	PUNCT
cet-15743	3	3	resolution	resolution	NOUN
cet-15743	3	4	,	,	PUNCT
cet-15743	3	5	dynamic	dynamic	ADJ
cet-15743	3	6	geospatial	geospatial	ADJ
cet-15743	3	7	data	datum	NOUN
cet-15743	3	8	support	support	VERB
cet-15743	3	9	sustainable	sustainable	ADJ
cet-15743	3	10	infrastructure	infrastructure	NOUN
cet-15743	3	11	,	,	PUNCT
cet-15743	3	12	optimize	optimize	VERB
cet-15743	3	13	urban	urban	ADJ
cet-15743	3	14	services	service	NOUN
cet-15743	3	15	,	,	PUNCT
cet-15743	3	16	and	and	CCONJ
cet-15743	3	17	improve	improve	VERB
cet-15743	3	18	the	the	DET
cet-15743	3	19	quality	quality	NOUN
cet-15743	3	20	of	of	ADP
cet-15743	3	21	life	life	NOUN
cet-15743	3	22	of	of	ADP
cet-15743	3	23	residents	resident	NOUN
cet-15743	3	24	.	.	PUNCT
cet-15743	4	1	airborne	airborne	ADJ
cet-15743	4	2	laser	laser	NOUN
cet-15743	4	3	scanning	scanning	NOUN
cet-15743	4	4	is	be	AUX
cet-15743	4	5	an	an	DET
cet-15743	4	6	increasingly	increasingly	ADV
cet-15743	4	7	popular	popular	ADJ
cet-15743	4	8	remote	remote	ADJ
cet-15743	4	9	sensing	sense	VERB
cet-15743	4	10	technology	technology	NOUN
cet-15743	4	11	that	that	PRON
cet-15743	4	12	can	can	AUX
cet-15743	4	13	be	be	AUX
cet-15743	4	14	used	use	VERB
cet-15743	4	15	to	to	PART
cet-15743	4	16	collect	collect	VERB
cet-15743	4	17	very	very	ADV
cet-15743	4	18	large	large	ADJ
cet-15743	4	19	datasets	dataset	NOUN
cet-15743	4	20	of	of	ADP
cet-15743	4	21	3d	3d	NUM
cet-15743	4	22	point	point	NOUN
cet-15743	4	23	clouds	cloud	NOUN
cet-15743	4	24	over	over	ADP
cet-15743	4	25	extensive	extensive	ADJ
cet-15743	4	26	areas	area	NOUN
cet-15743	4	27	,	,	PUNCT
cet-15743	4	28	including	include	VERB
cet-15743	4	29	forests	forest	NOUN
cet-15743	4	30	,	,	PUNCT
cet-15743	4	31	river	river	NOUN
cet-15743	4	32	basins	basin	NOUN
cet-15743	4	33	,	,	PUNCT
cet-15743	4	34	coastal	coastal	ADJ
cet-15743	4	35	wetlands	wetland	NOUN
cet-15743	4	36	,	,	PUNCT
cet-15743	4	37	and	and	CCONJ
cet-15743	4	38	mountainous	mountainous	ADJ
cet-15743	4	39	regions	region	NOUN
cet-15743	4	40	.	.	PUNCT
cet-15743	5	1	these	these	DET
cet-15743	5	2	datasets	dataset	NOUN
cet-15743	5	3	facilitate	facilitate	VERB
cet-15743	5	4	the	the	DET
cet-15743	5	5	analysis	analysis	NOUN
cet-15743	5	6	of	of	ADP
cet-15743	5	7	vegetation	vegetation	NOUN
cet-15743	5	8	structure	structure	NOUN
cet-15743	5	9	,	,	PUNCT
cet-15743	5	10	biomass	biomass	NOUN
cet-15743	5	11	estimation	estimation	NOUN
cet-15743	5	12	,	,	PUNCT
cet-15743	5	13	hydrological	hydrological	ADJ
cet-15743	5	14	modeling	modeling	NOUN
cet-15743	5	15	,	,	PUNCT
cet-15743	5	16	and	and	CCONJ
cet-15743	5	17	land	land	NOUN
cet-15743	5	18	cover	cover	NOUN
cet-15743	5	19	detection	detection	NOUN
cet-15743	5	20	or	or	CCONJ
cet-15743	5	21	change	change	VERB
cet-15743	5	22	monitoring	monitoring	NOUN
cet-15743	5	23	.	.	PUNCT
cet-15743	6	1	however	however	ADV
cet-15743	6	2	,	,	PUNCT
cet-15743	6	3	airborne	airborne	ADJ
cet-15743	6	4	laser	laser	NOUN
cet-15743	6	5	scanning	scanning	NOUN
cet-15743	6	6	-	-	PUNCT
cet-15743	6	7	derived	derive	VERB
cet-15743	6	8	point	point	NOUN
cet-15743	6	9	clouds	cloud	NOUN
cet-15743	6	10	are	be	AUX
cet-15743	6	11	typically	typically	ADV
cet-15743	6	12	limited	limit	VERB
cet-15743	6	13	to	to	ADP
cet-15743	6	14	low	low	ADJ
cet-15743	6	15	density	density	NOUN
cet-15743	6	16	and	and	CCONJ
cet-15743	6	17	spatial	spatial	ADJ
cet-15743	6	18	resolution	resolution	NOUN
cet-15743	6	19	,	,	PUNCT
cet-15743	6	20	which	which	PRON
cet-15743	6	21	preclude	preclude	VERB
cet-15743	6	22	meaningful	meaningful	ADJ
cet-15743	6	23	analysis	analysis	NOUN
cet-15743	6	24	for	for	ADP
cet-15743	6	25	fine	fine	ADJ
cet-15743	6	26	-	-	PUNCT
cet-15743	6	27	scale	scale	NOUN
cet-15743	6	28	ecological	ecological	ADJ
cet-15743	6	29	and	and	CCONJ
cet-15743	6	30	environmental	environmental	ADJ
cet-15743	6	31	modeling	modeling	NOUN
cet-15743	6	32	.	.	PUNCT
cet-15743	7	1	point	point	NOUN
cet-15743	7	2	cloud	cloud	NOUN
cet-15743	7	3	upsampling	upsampling	NOUN
cet-15743	7	4	is	be	AUX
cet-15743	7	5	a	a	DET
cet-15743	7	6	permissible	permissible	ADJ
cet-15743	7	7	way	way	NOUN
cet-15743	7	8	to	to	PART
cet-15743	7	9	augment	augment	VERB
cet-15743	7	10	the	the	DET
cet-15743	7	11	spatial	spatial	ADJ
cet-15743	7	12	robustness	robustness	NOUN
cet-15743	7	13	of	of	ADP
cet-15743	7	14	airborne	airborne	ADJ
cet-15743	7	15	laser	laser	NOUN
cet-15743	7	16	scanning	scanning	NOUN
cet-15743	7	17	point	point	NOUN
cet-15743	7	18	cloud	cloud	NOUN
cet-15743	7	19	data	datum	NOUN
cet-15743	7	20	,	,	PUNCT
cet-15743	7	21	and	and	CCONJ
cet-15743	7	22	does	do	VERB
cet-15743	7	23	so	so	ADV
cet-15743	7	24	without	without	ADP
cet-15743	7	25	adding	add	VERB
cet-15743	7	26	a	a	DET
cet-15743	7	27	logistical	logistical	ADJ
cet-15743	7	28	burden	burden	NOUN
cet-15743	7	29	of	of	ADP
cet-15743	7	30	the	the	DET
cet-15743	7	31	data	data	NOUN
cet-15743	7	32	acquisition	acquisition	NOUN
cet-15743	7	33	in	in	ADP
cet-15743	7	34	the	the	DET
cet-15743	7	35	field	field	NOUN
cet-15743	7	36	,	,	PUNCT
cet-15743	7	37	or	or	CCONJ
cet-15743	7	38	the	the	DET
cet-15743	7	39	need	need	NOUN
cet-15743	7	40	to	to	PART
cet-15743	7	41	resurvey	resurvey	VERB
cet-15743	7	42	at	at	ADP
cet-15743	7	43	high	high	ADJ
cet-15743	7	44	costs	cost	NOUN
cet-15743	7	45	and	and	CCONJ
cet-15743	7	46	time	time	NOUN
cet-15743	7	47	.	.	PUNCT
cet-15743	8	1	upsampling	upsample	VERB
cet-15743	8	2	is	be	AUX
cet-15743	8	3	synthetic	synthetic	ADJ
cet-15743	8	4	in	in	ADP
cet-15743	8	5	nature	nature	NOUN
cet-15743	8	6	,	,	PUNCT
cet-15743	8	7	achieving	achieve	VERB
cet-15743	8	8	increased	increase	VERB
cet-15743	8	9	data	datum	NOUN
cet-15743	8	10	point	point	NOUN
cet-15743	8	11	count	count	NOUN
cet-15743	8	12	,	,	PUNCT
cet-15743	8	13	but	but	CCONJ
cet-15743	8	14	maintaining	maintain	VERB
cet-15743	8	15	dimensional	dimensional	ADJ
cet-15743	8	16	integrity	integrity	NOUN
cet-15743	8	17	for	for	ADP
cet-15743	8	18	continuity	continuity	NOUN
cet-15743	8	19	of	of	ADP
cet-15743	8	20	surfaces	surface	NOUN
cet-15743	8	21	and	and	CCONJ
cet-15743	8	22	geometric	geometric	ADJ
cet-15743	8	23	fidelity	fidelity	NOUN
cet-15743	8	24	,	,	PUNCT
cet-15743	8	25	which	which	PRON
cet-15743	8	26	is	be	AUX
cet-15743	8	27	essential	essential	ADJ
cet-15743	8	28	in	in	ADP
cet-15743	8	29	methodologies	methodology	NOUN
cet-15743	8	30	that	that	PRON
cet-15743	8	31	intervene	intervene	VERB
cet-15743	8	32	for	for	ADP
cet-15743	8	33	derived	derived	ADJ
cet-15743	8	34	products	product	NOUN
cet-15743	8	35	such	such	ADJ
cet-15743	8	36	as	as	ADP
cet-15743	8	37	digital	digital	ADJ
cet-15743	8	38	terrain	terrain	NOUN
cet-15743	8	39	models	model	NOUN
cet-15743	8	40	,	,	PUNCT
cet-15743	8	41	canopy	canopy	NOUN
cet-15743	8	42	height	height	NOUN
cet-15743	8	43	models	model	NOUN
cet-15743	8	44	,	,	PUNCT
cet-15743	8	45	and	and	CCONJ
cet-15743	8	46	vegetation	vegetation	NOUN
cet-15743	8	47	metrics	metric	NOUN
cet-15743	8	48	.	.	PUNCT
cet-15743	9	1	this	this	DET
cet-15743	9	2	manuscript	manuscript	NOUN
cet-15743	9	3	examines	examine	VERB
cet-15743	9	4	using	use	VERB
cet-15743	9	5	point	point	NOUN
cet-15743	9	6	cloud	cloud	NOUN
cet-15743	9	7	upsampling	upsampling	NOUN
cet-15743	9	8	as	as	ADP
cet-15743	9	9	part	part	NOUN
cet-15743	9	10	of	of	ADP
cet-15743	9	11	environmental	environmental	ADJ
cet-15743	9	12	monitoring	monitoring	NOUN
cet-15743	9	13	.	.	PUNCT
cet-15743	10	1	it	it	PRON
cet-15743	10	2	reviews	review	VERB
cet-15743	10	3	the	the	DET
cet-15743	10	4	upsampling	upsample	VERB
cet-15743	10	5	algorithms	algorithm	NOUN
cet-15743	10	6	that	that	PRON
cet-15743	10	7	have	have	AUX
cet-15743	10	8	been	be	AUX
cet-15743	10	9	developed	develop	VERB
cet-15743	10	10	to	to	ADP
cet-15743	10	11	date	date	NOUN
cet-15743	10	12	,	,	PUNCT
cet-15743	10	13	synthesizes	synthesize	VERB
cet-15743	10	14	existing	exist	VERB
cet-15743	10	15	methods	method	NOUN
cet-15743	10	16	,	,	PUNCT
cet-15743	10	17	and	and	CCONJ
cet-15743	10	18	considers	consider	VERB
cet-15743	10	19	their	their	PRON
cet-15743	10	20	relevance	relevance	NOUN
cet-15743	10	21	to	to	ADP
cet-15743	10	22	the	the	DET
cet-15743	10	23	state	state	NOUN
cet-15743	10	24	of	of	ADP
cet-15743	10	25	practice	practice	NOUN
cet-15743	10	26	in	in	ADP
cet-15743	10	27	forestry	forestry	NOUN
cet-15743	10	28	,	,	PUNCT
cet-15743	10	29	watershed	watershe	VERB
cet-15743	10	30	management	management	NOUN
cet-15743	10	31	,	,	PUNCT
cet-15743	10	32	and	and	CCONJ
cet-15743	10	33	conservation	conservation	NOUN
cet-15743	10	34	planning	planning	NOUN
cet-15743	10	35	.	.	PUNCT
cet-15743	11	1	the	the	DET
cet-15743	11	2	work	work	NOUN
cet-15743	11	3	considers	consider	VERB
cet-15743	11	4	and	and	CCONJ
cet-15743	11	5	focuses	focus	VERB
cet-15743	11	6	on	on	ADP
cet-15743	11	7	methodological	methodological	ADJ
cet-15743	11	8	bases	basis	NOUN
cet-15743	11	9	for	for	ADP
cet-15743	11	10	robustness	robustness	NOUN
cet-15743	11	11	and	and	CCONJ
cet-15743	11	12	dimensionality	dimensionality	NOUN
cet-15743	11	13	,	,	PUNCT
cet-15743	11	14	and	and	CCONJ
cet-15743	11	15	although	although	SCONJ
cet-15743	11	16	considerably	considerably	ADV
cet-15743	11	17	nuanced	nuanced	ADJ
cet-15743	11	18	,	,	PUNCT
cet-15743	11	19	the	the	DET
cet-15743	11	20	methodological	methodological	ADJ
cet-15743	11	21	efficacy	efficacy	NOUN
cet-15743	11	22	is	be	AUX
cet-15743	11	23	subtended	subtend	VERB
cet-15743	11	24	and	and	CCONJ
cet-15743	11	25	suggests	suggest	VERB
cet-15743	11	26	how	how	SCONJ
cet-15743	11	27	enhanced	enhanced	ADJ
cet-15743	11	28	points	point	NOUN
cet-15743	11	29	improve	improve	VERB
cet-15743	11	30	outcomes	outcome	NOUN
cet-15743	11	31	for	for	ADP
cet-15743	11	32	ecological	ecological	ADJ
cet-15743	11	33	models	model	NOUN
cet-15743	11	34	and	and	CCONJ
cet-15743	11	35	the	the	DET
cet-15743	11	36	information	information	NOUN
cet-15743	11	37	provided	provide	VERB
cet-15743	11	38	supports	support	NOUN
cet-15743	11	39	resource	resource	NOUN
cet-15743	11	40	management	management	NOUN
cet-15743	11	41	decisions	decision	NOUN
cet-15743	11	42	related	relate	VERB
cet-15743	11	43	to	to	ADP
cet-15743	11	44	resource	resource	NOUN
cet-15743	11	45	and	and	CCONJ
cet-15743	11	46	sustainability	sustainability	NOUN
cet-15743	11	47	decisions	decision	NOUN
cet-15743	11	48	..	..	PUNCT
cet-15743	11	49	ultimately	ultimately	ADV
cet-15743	11	50	and	and	CCONJ
cet-15743	11	51	conclusively	conclusively	ADV
cet-15743	11	52	,	,	PUNCT
cet-15743	11	53	the	the	DET
cet-15743	11	54	work	work	NOUN
cet-15743	11	55	establishes	establish	VERB
cet-15743	11	56	the	the	DET
cet-15743	11	57	understanding	understanding	NOUN
cet-15743	11	58	of	of	ADP
cet-15743	11	59	point	point	NOUN
cet-15743	11	60	cloud	cloud	NOUN
cet-15743	11	61	enhancement	enhancement	NOUN
cet-15743	11	62	for	for	ADP
cet-15743	11	63	its	its	PRON
cet-15743	11	64	visualization	visualization	NOUN
cet-15743	11	65	,	,	PUNCT
cet-15743	11	66	but	but	CCONJ
cet-15743	11	67	also	also	ADV
cet-15743	11	68	its	its	PRON
cet-15743	11	69	potential	potential	NOUN
cet-15743	11	70	as	as	ADP
cet-15743	11	71	an	an	DET
cet-15743	11	72	emergent	emergent	ADJ
cet-15743	11	73	action	action	NOUN
cet-15743	11	74	that	that	PRON
cet-15743	11	75	contributes	contribute	VERB
cet-15743	11	76	to	to	ADP
cet-15743	11	77	construction	construction	NOUN
cet-15743	11	78	and	and	CCONJ
cet-15743	11	79	promotes	promote	VERB
cet-15743	11	80	a	a	DET
cet-15743	11	81	sustainability	sustainability	NOUN
cet-15743	11	82	intention	intention	NOUN
cet-15743	11	83	in	in	ADP
cet-15743	11	84	environmental	environmental	ADJ
cet-15743	11	85	science	science	NOUN
cet-15743	11	86	and	and	CCONJ
cet-15743	11	87	policy	policy	NOUN
cet-15743	11	88	.	.	PUNCT
cet-15743	12	1	this	this	DET
cet-15743	12	2	article	article	NOUN
cet-15743	12	3	appears	appear	VERB
cet-15743	12	4	as	as	ADP
cet-15743	12	5	a	a	DET
cet-15743	12	6	mini	mini	NOUN
cet-15743	12	7	-	-	NOUN
cet-15743	12	8	review	review	NOUN
cet-15743	12	9	.	.	PUNCT
cet-15743	13	1	this	this	DET
cet-15743	13	2	writing	writing	NOUN
cet-15743	13	3	aims	aim	VERB
cet-15743	13	4	to	to	PART
cet-15743	13	5	synthesise	synthesise	VERB
cet-15743	13	6	existing	exist	VERB
cet-15743	13	7	knowledge	knowledge	NOUN
cet-15743	13	8	and	and	CCONJ
cet-15743	13	9	conceptual	conceptual	ADJ
cet-15743	13	10	strategies	strategy	NOUN
cet-15743	13	11	,	,	PUNCT
cet-15743	13	12	rather	rather	ADV
cet-15743	13	13	than	than	ADP
cet-15743	13	14	a	a	DET
cet-15743	13	15	novel	novel	ADJ
cet-15743	13	16	outcome	outcome	NOUN
cet-15743	13	17	of	of	ADP
cet-15743	13	18	an	an	DET
cet-15743	13	19	experiment	experiment	NOUN
cet-15743	13	20	.	.	PUNCT
cet-15743	14	1	it	it	PRON
cet-15743	14	2	is	be	AUX
cet-15743	14	3	written	write	VERB
cet-15743	14	4	to	to	PART
cet-15743	14	5	give	give	VERB
cet-15743	14	6	an	an	DET
cet-15743	14	7	overview	overview	NOUN
cet-15743	14	8	of	of	ADP
cet-15743	14	9	existing	exist	VERB
cet-15743	14	10	methods	method	NOUN
cet-15743	14	11	and	and	CCONJ
cet-15743	14	12	structured	structure	VERB
cet-15743	14	13	conceptual	conceptual	ADJ
cet-15743	14	14	frameworks	framework	NOUN
cet-15743	14	15	for	for	ADP
cet-15743	14	16	employing	employ	VERB
cet-15743	14	17	point	point	NOUN
cet-15743	14	18	cloud	cloud	ADJ
cet-15743	14	19	upsampling	upsample	VERB
cet-15743	14	20	techniques	technique	NOUN
cet-15743	14	21	in	in	ADP
cet-15743	14	22	the	the	DET
cet-15743	14	23	environmental	environmental	ADJ
cet-15743	14	24	monitoring	monitoring	NOUN
cet-15743	14	25	and	and	CCONJ
cet-15743	14	26	sustainability	sustainability	NOUN
cet-15743	14	27	context	context	NOUN
cet-15743	14	28	.	.	PUNCT
cet-15743	15	1	the	the	DET
cet-15743	15	2	review	review	NOUN
cet-15743	15	3	reiterates	reiterate	VERB
cet-15743	15	4	the	the	DET
cet-15743	15	5	conceptual	conceptual	ADJ
cet-15743	15	6	soundness	soundness	NOUN
cet-15743	15	7	of	of	ADP
cet-15743	15	8	point	point	NOUN
cet-15743	15	9	cloud	cloud	NOUN
cet-15743	15	10	upsampling	upsampling	NOUN
cet-15743	15	11	in	in	ADP
cet-15743	15	12	the	the	DET
cet-15743	15	13	workflow	workflow	NOUN
cet-15743	15	14	of	of	ADP
cet-15743	15	15	environmental	environmental	ADJ
cet-15743	15	16	monitoring	monitoring	NOUN
cet-15743	15	17	.	.	PUNCT
cet-15743	16	1	the	the	DET
cet-15743	16	2	proposed	propose	VERB
cet-15743	16	3	framework	framework	NOUN
cet-15743	16	4	reinforces	reinforce	VERB
cet-15743	16	5	the	the	DET
cet-15743	16	6	benefits	benefit	NOUN
cet-15743	16	7	of	of	ADP
cet-15743	16	8	greater	great	ADJ
cet-15743	16	9	data	datum	NOUN
cet-15743	16	10	richness	richness	NOUN
cet-15743	16	11	and	and	CCONJ
cet-15743	16	12	decision	decision	NOUN
cet-15743	16	13	-	-	PUNCT
cet-15743	16	14	making	making	NOUN
cet-15743	16	15	based	base	VERB
cet-15743	16	16	on	on	ADP
cet-15743	16	17	sustainability	sustainability	NOUN
cet-15743	16	18	,	,	PUNCT
cet-15743	16	19	without	without	ADP
cet-15743	16	20	assuming	assume	VERB
cet-15743	16	21	new	new	ADJ
cet-15743	16	22	costs	cost	NOUN
cet-15743	16	23	for	for	ADP
cet-15743	16	24	data	datum	NOUN
cet-15743	16	25	generation	generation	NOUN
cet-15743	16	26	.	.	PUNCT
cet-15743	17	1	1	1	X
cet-15743	17	2	.	.	X
cet-15743	17	3	introduction	introduction	NOUN
cet-15743	17	4	the	the	DET
cet-15743	17	5	monitoring	monitoring	NOUN
cet-15743	17	6	,	,	PUNCT
cet-15743	17	7	management	management	NOUN
cet-15743	17	8	,	,	PUNCT
cet-15743	17	9	and	and	CCONJ
cet-15743	17	10	conservation	conservation	NOUN
cet-15743	17	11	of	of	ADP
cet-15743	17	12	natural	natural	ADJ
cet-15743	17	13	environments	environment	NOUN
cet-15743	17	14	are	be	AUX
cet-15743	17	15	becoming	become	VERB
cet-15743	17	16	an	an	DET
cet-15743	17	17	increasingly	increasingly	ADV
cet-15743	17	18	serious	serious	ADJ
cet-15743	17	19	issue	issue	NOUN
cet-15743	17	20	due	due	ADP
cet-15743	17	21	to	to	ADP
cet-15743	17	22	global	global	ADJ
cet-15743	17	23	climate	climate	NOUN
cet-15743	17	24	change	change	NOUN
cet-15743	17	25	,	,	PUNCT
cet-15743	17	26	rapid	rapid	ADJ
cet-15743	17	27	loss	loss	NOUN
cet-15743	17	28	of	of	ADP
cet-15743	17	29	biodiversity	biodiversity	NOUN
cet-15743	17	30	,	,	PUNCT
cet-15743	17	31	and	and	CCONJ
cet-15743	17	32	added	add	VERB
cet-15743	17	33	anthropogenic	anthropogenic	ADJ
cet-15743	17	34	pressures	pressure	NOUN
cet-15743	17	35	to	to	ADP
cet-15743	17	36	ecosystem	ecosystem	NOUN
cet-15743	17	37	processes	process	NOUN
cet-15743	17	38	.	.	PUNCT
cet-15743	18	1	in	in	ADP
cet-15743	18	2	light	light	NOUN
cet-15743	18	3	of	of	ADP
cet-15743	18	4	these	these	DET
cet-15743	18	5	pressures	pressure	NOUN
cet-15743	18	6	,	,	PUNCT
cet-15743	18	7	the	the	DET
cet-15743	18	8	world	world	NOUN
cet-15743	18	9	will	will	AUX
cet-15743	18	10	need	need	VERB
cet-15743	18	11	high	high	ADJ
cet-15743	18	12	-	-	PUNCT
cet-15743	18	13	quality	quality	NOUN
cet-15743	18	14	spatial	spatial	ADJ
cet-15743	18	15	data	datum	NOUN
cet-15743	18	16	that	that	PRON
cet-15743	18	17	is	be	AUX
cet-15743	18	18	timely	timely	ADJ
cet-15743	18	19	,	,	PUNCT
cet-15743	18	20	accurate	accurate	ADJ
cet-15743	18	21	,	,	PUNCT
cet-15743	18	22	and	and	CCONJ
cet-15743	18	23	91	91	NUM
cet-15743	18	24	high	high	ADJ
cet-15743	18	25	-	-	PUNCT
cet-15743	18	26	resolution	resolution	NOUN
cet-15743	18	27	to	to	PART
cet-15743	18	28	support	support	VERB
cet-15743	18	29	the	the	DET
cet-15743	18	30	development	development	NOUN
cet-15743	18	31	of	of	ADP
cet-15743	18	32	reasonable	reasonable	ADJ
cet-15743	18	33	decision	decision	NOUN
cet-15743	18	34	-	-	PUNCT
cet-15743	18	35	making	making	NOUN
cet-15743	18	36	,	,	PUNCT
cet-15743	18	37	effective	effective	ADJ
cet-15743	18	38	policy	policy	NOUN
cet-15743	18	39	design	design	NOUN
cet-15743	18	40	,	,	PUNCT
cet-15743	18	41	and	and	CCONJ
cet-15743	18	42	sustainable	sustainable	ADJ
cet-15743	18	43	resource	resource	NOUN
cet-15743	18	44	management	management	NOUN
cet-15743	18	45	decisions	decision	NOUN
cet-15743	18	46	.	.	PUNCT
cet-15743	19	1	according	accord	VERB
cet-15743	19	2	to	to	ADP
cet-15743	19	3	skidmore	skidmore	PROPN
cet-15743	19	4	et	et	PROPN
cet-15743	19	5	al	al	PROPN
cet-15743	19	6	.	.	PROPN
cet-15743	20	1	(	(	PUNCT
cet-15743	20	2	2015	2015	NUM
cet-15743	20	3	)	)	PUNCT
cet-15743	20	4	,	,	PUNCT
cet-15743	20	5	it	it	PRON
cet-15743	20	6	is	be	AUX
cet-15743	20	7	essential	essential	ADJ
cet-15743	20	8	to	to	PART
cet-15743	20	9	have	have	VERB
cet-15743	20	10	biodiversity	biodiversity	NOUN
cet-15743	20	11	metrics	metric	NOUN
cet-15743	20	12	to	to	PART
cet-15743	20	13	help	help	VERB
cet-15743	20	14	consistently	consistently	ADV
cet-15743	20	15	track	track	VERB
cet-15743	20	16	biodiversity	biodiversity	NOUN
cet-15743	20	17	from	from	ADP
cet-15743	20	18	space	space	NOUN
cet-15743	20	19	,	,	PUNCT
cet-15743	20	20	and	and	CCONJ
cet-15743	20	21	venter	venter	PROPN
cet-15743	20	22	et	et	PROPN
cet-15743	20	23	al	al	PROPN
cet-15743	20	24	.	.	PROPN
cet-15743	21	1	(	(	PUNCT
cet-15743	21	2	2016	2016	NUM
cet-15743	21	3	)	)	PUNCT
cet-15743	21	4	demonstrate	demonstrate	VERB
cet-15743	21	5	the	the	DET
cet-15743	21	6	ways	way	NOUN
cet-15743	21	7	in	in	ADP
cet-15743	21	8	which	which	PRON
cet-15743	21	9	long	long	ADJ
cet-15743	21	10	-	-	PUNCT
cet-15743	21	11	term	term	NOUN
cet-15743	21	12	changes	change	NOUN
cet-15743	21	13	in	in	ADP
cet-15743	21	14	the	the	DET
cet-15743	21	15	global	global	ADJ
cet-15743	21	16	human	human	ADJ
cet-15743	21	17	footprint	footprint	NOUN
cet-15743	21	18	can	can	AUX
cet-15743	21	19	impact	impact	VERB
cet-15743	21	20	the	the	DET
cet-15743	21	21	priority	priority	NOUN
cet-15743	21	22	for	for	ADP
cet-15743	21	23	biodiversity	biodiversity	NOUN
cet-15743	21	24	and	and	CCONJ
cet-15743	21	25	resource	resource	NOUN
cet-15743	21	26	management	management	NOUN
cet-15743	21	27	.	.	PUNCT
cet-15743	22	1	fine	fine	ADJ
cet-15743	22	2	-	-	PUNCT
cet-15743	22	3	scale	scale	NOUN
cet-15743	22	4	observations	observation	NOUN
cet-15743	22	5	are	be	AUX
cet-15743	22	6	essential	essential	ADJ
cet-15743	22	7	for	for	ADP
cet-15743	22	8	monitoring	monitor	VERB
cet-15743	22	9	ecosystem	ecosystem	NOUN
cet-15743	22	10	processes	process	NOUN
cet-15743	22	11	,	,	PUNCT
cet-15743	22	12	planning	plan	VERB
cet-15743	22	13	conservation	conservation	NOUN
cet-15743	22	14	strategies	strategy	NOUN
cet-15743	22	15	or	or	CCONJ
cet-15743	22	16	ecosystem	ecosystem	NOUN
cet-15743	22	17	management	management	NOUN
cet-15743	22	18	planning	planning	NOUN
cet-15743	22	19	.	.	PUNCT
cet-15743	23	1	in	in	ADP
cet-15743	23	2	contrast	contrast	NOUN
cet-15743	23	3	to	to	ADP
cet-15743	23	4	earlier	early	ADJ
cet-15743	23	5	reviews	review	NOUN
cet-15743	23	6	,	,	PUNCT
cet-15743	23	7	which	which	PRON
cet-15743	23	8	focused	focus	VERB
cet-15743	23	9	solely	solely	ADV
cet-15743	23	10	on	on	ADP
cet-15743	23	11	geometric	geometric	ADJ
cet-15743	23	12	or	or	CCONJ
cet-15743	23	13	algorithmic	algorithmic	ADJ
cet-15743	23	14	efficiency	efficiency	NOUN
cet-15743	23	15	,	,	PUNCT
cet-15743	23	16	this	this	DET
cet-15743	23	17	article	article	NOUN
cet-15743	23	18	frames	frame	VERB
cet-15743	23	19	point	point	VERB
cet-15743	23	20	cloud	cloud	ADJ
cet-15743	23	21	upsampling	upsampling	NOUN
cet-15743	23	22	within	within	ADP
cet-15743	23	23	environmental	environmental	ADJ
cet-15743	23	24	sustainability	sustainability	NOUN
cet-15743	23	25	and	and	CCONJ
cet-15743	23	26	monitoring	monitoring	NOUN
cet-15743	23	27	.	.	PUNCT
cet-15743	24	1	airborne	airborne	ADJ
cet-15743	24	2	laser	laser	NOUN
cet-15743	24	3	scanning	scanning	NOUN
cet-15743	24	4	(	(	PUNCT
cet-15743	24	5	als	al	NOUN
cet-15743	24	6	)	)	PUNCT
cet-15743	24	7	is	be	AUX
cet-15743	24	8	an	an	DET
cet-15743	24	9	example	example	NOUN
cet-15743	24	10	of	of	ADP
cet-15743	24	11	remote	remote	ADJ
cet-15743	24	12	sensing	sensing	NOUN
cet-15743	24	13	technologies	technology	NOUN
cet-15743	24	14	and	and	CCONJ
cet-15743	24	15	is	be	AUX
cet-15743	24	16	a	a	DET
cet-15743	24	17	valuable	valuable	ADJ
cet-15743	24	18	tool	tool	NOUN
cet-15743	24	19	for	for	ADP
cet-15743	24	20	collecting	collect	VERB
cet-15743	24	21	three	three	NUM
cet-15743	24	22	-	-	PUNCT
cet-15743	24	23	dimensional	dimensional	ADJ
cet-15743	24	24	data	datum	NOUN
cet-15743	24	25	over	over	ADP
cet-15743	24	26	a	a	DET
cet-15743	24	27	large	large	ADJ
cet-15743	24	28	area	area	NOUN
cet-15743	24	29	in	in	ADP
cet-15743	24	30	environments	environment	NOUN
cet-15743	24	31	that	that	PRON
cet-15743	24	32	are	be	AUX
cet-15743	24	33	often	often	ADV
cet-15743	24	34	too	too	ADV
cet-15743	24	35	difficult	difficult	ADJ
cet-15743	24	36	to	to	PART
cet-15743	24	37	access	access	VERB
cet-15743	24	38	or	or	CCONJ
cet-15743	24	39	understudied	understudied	ADJ
cet-15743	24	40	,	,	PUNCT
cet-15743	24	41	such	such	ADJ
cet-15743	24	42	as	as	ADP
cet-15743	24	43	forests	forest	NOUN
cet-15743	24	44	,	,	PUNCT
cet-15743	24	45	mountains	mountain	NOUN
cet-15743	24	46	,	,	PUNCT
cet-15743	24	47	and	and	CCONJ
cet-15743	24	48	coastal	coastal	ADJ
cet-15743	24	49	environments	environment	NOUN
cet-15743	24	50	.	.	PUNCT
cet-15743	25	1	for	for	ADP
cet-15743	25	2	example	example	NOUN
cet-15743	25	3	,	,	PUNCT
cet-15743	25	4	hollaus	hollaus	PROPN
cet-15743	25	5	et	et	PROPN
cet-15743	25	6	al	al	PROPN
cet-15743	25	7	.	.	PUNCT
cet-15743	26	1	(	(	PUNCT
cet-15743	26	2	2007	2007	NUM
cet-15743	26	3	)	)	PUNCT
cet-15743	26	4	showed	show	VERB
cet-15743	26	5	the	the	DET
cet-15743	26	6	potential	potential	NOUN
cet-15743	26	7	of	of	ADP
cet-15743	26	8	als	als	NOUN
cet-15743	26	9	for	for	ADP
cet-15743	26	10	detailed	detailed	ADJ
cet-15743	26	11	structural	structural	ADJ
cet-15743	26	12	characterizations	characterization	NOUN
cet-15743	26	13	of	of	ADP
cet-15743	26	14	forests	forest	NOUN
cet-15743	26	15	in	in	ADP
cet-15743	26	16	rugged	rugged	ADJ
cet-15743	26	17	mountainous	mountainous	ADJ
cet-15743	26	18	environments	environment	NOUN
cet-15743	26	19	,	,	PUNCT
cet-15743	26	20	and	and	CCONJ
cet-15743	26	21	white	white	PROPN
cet-15743	26	22	et	et	PROPN
cet-15743	26	23	al	al	PROPN
cet-15743	26	24	.	.	PUNCT
cet-15743	27	1	(	(	PUNCT
cet-15743	27	2	2016	2016	NUM
cet-15743	27	3	)	)	PUNCT
cet-15743	27	4	showed	show	VERB
cet-15743	27	5	the	the	DET
cet-15743	27	6	potential	potential	NOUN
cet-15743	27	7	for	for	SCONJ
cet-15743	27	8	als	al	NOUN
cet-15743	27	9	to	to	PART
cet-15743	27	10	inform	inform	VERB
cet-15743	27	11	extensive	extensive	ADJ
cet-15743	27	12	forest	forest	NOUN
cet-15743	27	13	inventories	inventory	NOUN
cet-15743	27	14	and	and	CCONJ
cet-15743	27	15	resource	resource	NOUN
cet-15743	27	16	management	management	NOUN
cet-15743	27	17	.	.	PUNCT
cet-15743	28	1	most	most	ADJ
cet-15743	28	2	als	als	NOUN
cet-15743	28	3	systems	system	NOUN
cet-15743	28	4	used	use	VERB
cet-15743	28	5	today	today	NOUN
cet-15743	28	6	use	use	NOUN
cet-15743	28	7	near	near	ADV
cet-15743	28	8	-	-	PUNCT
cet-15743	28	9	infrared	infrared	ADJ
cet-15743	28	10	wavelengths	wavelength	NOUN
cet-15743	28	11	.	.	PUNCT
cet-15743	29	1	they	they	PRON
cet-15743	29	2	are	be	AUX
cet-15743	29	3	mounted	mount	VERB
cet-15743	29	4	on	on	ADP
cet-15743	29	5	airplane	airplane	NOUN
cet-15743	29	6	platforms	platform	NOUN
cet-15743	29	7	(	(	PUNCT
cet-15743	29	8	helicopters	helicopter	NOUN
cet-15743	29	9	,	,	PUNCT
cet-15743	29	10	drones	drone	NOUN
cet-15743	29	11	,	,	PUNCT
cet-15743	29	12	balloons	balloon	NOUN
cet-15743	29	13	,	,	PUNCT
cet-15743	29	14	etc	etc	X
cet-15743	29	15	.	.	X
cet-15743	29	16	)	)	PUNCT
cet-15743	29	17	flying	fly	VERB
cet-15743	29	18	at	at	ADP
cet-15743	29	19	altitudes	altitude	NOUN
cet-15743	29	20	of	of	ADP
cet-15743	29	21	several	several	ADJ
cet-15743	29	22	hundred	hundred	NUM
cet-15743	29	23	m	m	NOUN
cet-15743	29	24	,	,	PUNCT
cet-15743	29	25	up	up	ADP
cet-15743	29	26	to	to	ADP
cet-15743	29	27	above	above	ADP
cet-15743	29	28	1,000	1,000	NUM
cet-15743	29	29	m	m	NOUN
cet-15743	29	30	,	,	PUNCT
cet-15743	29	31	depending	depend	VERB
cet-15743	29	32	on	on	ADP
cet-15743	29	33	mission	mission	NOUN
cet-15743	29	34	design	design	NOUN
cet-15743	29	35	parameters	parameter	NOUN
cet-15743	29	36	and	and	CCONJ
cet-15743	29	37	regulations	regulation	NOUN
cet-15743	29	38	.	.	PUNCT
cet-15743	30	1	contemporary	contemporary	ADJ
cet-15743	30	2	als	als	NOUN
cet-15743	30	3	sensors	sensor	NOUN
cet-15743	30	4	can	can	AUX
cet-15743	30	5	produce	produce	VERB
cet-15743	30	6	point	point	NOUN
cet-15743	30	7	cloud	cloud	NOUN
cet-15743	30	8	(	(	PUNCT
cet-15743	30	9	pc	pc	NOUN
cet-15743	30	10	)	)	PUNCT
cet-15743	30	11	densities	density	NOUN
cet-15743	30	12	of	of	ADP
cet-15743	30	13	5–30	5–30	NOUN
cet-15743	30	14	points	point	NOUN
cet-15743	30	15	per	per	ADP
cet-15743	30	16	square	square	ADJ
cet-15743	30	17	metres	metre	NOUN
cet-15743	30	18	(	(	PUNCT
cet-15743	30	19	pts	pt	NOUN
cet-15743	30	20	m²	m²	PROPN
cet-15743	30	21	)	)	PUNCT
cet-15743	30	22	,	,	PUNCT
cet-15743	30	23	with	with	ADP
cet-15743	30	24	typical	typical	ADJ
cet-15743	30	25	mean	mean	ADJ
cet-15743	30	26	densities	density	NOUN
cet-15743	30	27	between	between	ADP
cet-15743	30	28	10	10	NUM
cet-15743	30	29	and	and	CCONJ
cet-15743	30	30	15	15	NUM
cet-15743	30	31	pts	pt	NOUN
cet-15743	30	32	m²	m²	PROPN
cet-15743	30	33	for	for	ADP
cet-15743	30	34	forest	forest	NOUN
cet-15743	30	35	inventory	inventory	NOUN
cet-15743	30	36	applications	application	NOUN
cet-15743	30	37	.	.	PUNCT
cet-15743	31	1	current	current	ADJ
cet-15743	31	2	vertical	vertical	ADJ
cet-15743	31	3	location	location	NOUN
cet-15743	31	4	accuracies	accuracy	NOUN
cet-15743	31	5	are	be	AUX
cet-15743	31	6	usually	usually	ADV
cet-15743	31	7	about	about	ADP
cet-15743	31	8	±5–10	±5–10	NOUN
cet-15743	31	9	cm	cm	NOUN
cet-15743	31	10	,	,	PUNCT
cet-15743	31	11	while	while	SCONJ
cet-15743	31	12	horizontal	horizontal	ADJ
cet-15743	31	13	(	(	PUNCT
cet-15743	31	14	planimetric	planimetric	ADJ
cet-15743	31	15	)	)	PUNCT
cet-15743	31	16	accuracies	accuracy	NOUN
cet-15743	31	17	are	be	AUX
cet-15743	31	18	usually	usually	ADV
cet-15743	31	19	within	within	ADP
cet-15743	31	20	0.2	0.2	NUM
cet-15743	31	21	m.	m.	NOUN
cet-15743	31	22	with	with	ADP
cet-15743	31	23	regular	regular	ADJ
cet-15743	31	24	acquisition	acquisition	NOUN
cet-15743	31	25	and	and	CCONJ
cet-15743	31	26	processing	processing	NOUN
cet-15743	31	27	conditions	condition	NOUN
cet-15743	31	28	,	,	PUNCT
cet-15743	31	29	the	the	DET
cet-15743	31	30	root	root	NOUN
cet-15743	31	31	mean	mean	VERB
cet-15743	31	32	square	square	ADJ
cet-15743	31	33	error	error	NOUN
cet-15743	31	34	(	(	PUNCT
cet-15743	31	35	rmse	rmse	NOUN
cet-15743	31	36	)	)	PUNCT
cet-15743	31	37	of	of	ADP
cet-15743	31	38	interpolated	interpolate	VERB
cet-15743	31	39	surface	surface	NOUN
cet-15743	31	40	models	model	NOUN
cet-15743	31	41	of	of	ADP
cet-15743	31	42	the	the	DET
cet-15743	31	43	ground	ground	NOUN
cet-15743	31	44	is	be	AUX
cet-15743	31	45	generally	generally	ADV
cet-15743	31	46	between	between	ADP
cet-15743	31	47	0.10	0.10	NUM
cet-15743	31	48	m	m	NOUN
cet-15743	31	49	and	and	CCONJ
cet-15743	31	50	0.30	0.30	NUM
cet-15743	31	51	m	m	PROPN
cet-15743	31	52	,	,	PUNCT
cet-15743	31	53	with	with	ADP
cet-15743	31	54	variability	variability	NOUN
cet-15743	31	55	based	base	VERB
cet-15743	31	56	on	on	ADP
cet-15743	31	57	terrain	terrain	NOUN
cet-15743	31	58	morphology	morphology	NOUN
cet-15743	31	59	,	,	PUNCT
cet-15743	31	60	vegetation	vegetation	NOUN
cet-15743	31	61	structure	structure	NOUN
cet-15743	31	62	,	,	PUNCT
cet-15743	31	63	and	and	CCONJ
cet-15743	31	64	the	the	DET
cet-15743	31	65	interpolation	interpolation	NOUN
cet-15743	31	66	used	use	VERB
cet-15743	31	67	.	.	PUNCT
cet-15743	32	1	in	in	ADP
cet-15743	32	2	related	related	ADJ
cet-15743	32	3	fields	field	NOUN
cet-15743	32	4	,	,	PUNCT
cet-15743	32	5	more	more	ADV
cet-15743	32	6	robust	robust	ADJ
cet-15743	32	7	classical	classical	ADJ
cet-15743	32	8	registration	registration	NOUN
cet-15743	32	9	schemes	scheme	NOUN
cet-15743	32	10	such	such	ADJ
cet-15743	32	11	as	as	ADP
cet-15743	32	12	the	the	DET
cet-15743	32	13	variant	variant	NOUN
cet-15743	32	14	of	of	ADP
cet-15743	32	15	the	the	DET
cet-15743	32	16	iterative	iterative	NOUN
cet-15743	32	17	closest	close	ADJ
cet-15743	32	18	point	point	NOUN
cet-15743	32	19	(	(	PUNCT
cet-15743	32	20	icp	icp	PROPN
cet-15743	32	21	)	)	PUNCT
cet-15743	32	22	have	have	AUX
cet-15743	32	23	been	be	AUX
cet-15743	32	24	suggested	suggest	VERB
cet-15743	32	25	,	,	PUNCT
cet-15743	32	26	which	which	PRON
cet-15743	32	27	can	can	AUX
cet-15743	32	28	improve	improve	VERB
cet-15743	32	29	the	the	DET
cet-15743	32	30	robustness	robustness	NOUN
cet-15743	32	31	and	and	CCONJ
cet-15743	32	32	the	the	DET
cet-15743	32	33	geometric	geometric	ADJ
cet-15743	32	34	fidelity	fidelity	NOUN
cet-15743	32	35	of	of	ADP
cet-15743	32	36	pc	pc	NOUN
cet-15743	32	37	data	datum	NOUN
cet-15743	32	38	types	type	NOUN
cet-15743	32	39	(	(	PUNCT
cet-15743	32	40	sha	sha	PROPN
cet-15743	32	41	et	et	PROPN
cet-15743	32	42	al	al	PROPN
cet-15743	32	43	.	.	PROPN
cet-15743	32	44	,	,	PUNCT
cet-15743	32	45	2016	2016	NUM
cet-15743	32	46	)	)	PUNCT
cet-15743	32	47	.	.	PUNCT
cet-15743	33	1	if	if	SCONJ
cet-15743	33	2	this	this	DET
cet-15743	33	3	pc	pc	NOUN
cet-15743	33	4	data	datum	NOUN
cet-15743	33	5	is	be	AUX
cet-15743	33	6	sparse	sparse	ADJ
cet-15743	33	7	,	,	PUNCT
cet-15743	33	8	digital	digital	ADJ
cet-15743	33	9	terrain	terrain	NOUN
cet-15743	33	10	models	model	NOUN
cet-15743	33	11	(	(	PUNCT
cet-15743	33	12	dtms	dtms	NOUN
cet-15743	33	13	)	)	PUNCT
cet-15743	33	14	,	,	PUNCT
cet-15743	33	15	canopy	canopy	NOUN
cet-15743	33	16	height	height	NOUN
cet-15743	33	17	models	model	NOUN
cet-15743	33	18	(	(	PUNCT
cet-15743	33	19	chms	chm	NOUN
cet-15743	33	20	)	)	PUNCT
cet-15743	33	21	,	,	PUNCT
cet-15743	33	22	vegetation	vegetation	NOUN
cet-15743	33	23	metrics	metric	NOUN
cet-15743	33	24	,	,	PUNCT
cet-15743	33	25	etc	etc	X
cet-15743	33	26	.	.	X
cet-15743	33	27	,	,	PUNCT
cet-15743	33	28	are	be	AUX
cet-15743	33	29	limited	limit	VERB
cet-15743	33	30	in	in	ADP
cet-15743	33	31	their	their	PRON
cet-15743	33	32	accuracy	accuracy	NOUN
cet-15743	33	33	and	and	CCONJ
cet-15743	33	34	ultimately	ultimately	ADV
cet-15743	33	35	limit	limit	VERB
cet-15743	33	36	the	the	DET
cet-15743	33	37	rigor	rigor	NOUN
cet-15743	33	38	of	of	ADP
cet-15743	33	39	relevant	relevant	ADJ
cet-15743	33	40	models	model	NOUN
cet-15743	33	41	/	/	SYM
cet-15743	33	42	assessments	assessment	NOUN
cet-15743	33	43	that	that	PRON
cet-15743	33	44	are	be	AUX
cet-15743	33	45	based	base	VERB
cet-15743	33	46	on	on	ADP
cet-15743	33	47	such	such	ADJ
cet-15743	33	48	data	datum	NOUN
cet-15743	33	49	.	.	PUNCT
cet-15743	34	1	specifically	specifically	ADV
cet-15743	34	2	,	,	PUNCT
cet-15743	34	3	deep	deep	ADJ
cet-15743	34	4	learning	learning	NOUN
cet-15743	34	5	(	(	PUNCT
cet-15743	34	6	dl	dl	NOUN
cet-15743	34	7	)	)	PUNCT
cet-15743	34	8	based	base	VERB
cet-15743	34	9	methods	method	NOUN
cet-15743	34	10	have	have	VERB
cet-15743	34	11	the	the	DET
cet-15743	34	12	potential	potential	NOUN
cet-15743	34	13	to	to	PART
cet-15743	34	14	synthetically	synthetically	ADV
cet-15743	34	15	augment	augment	VERB
cet-15743	34	16	pcs	pc	NOUN
cet-15743	34	17	by	by	ADP
cet-15743	34	18	increasing	increase	VERB
cet-15743	34	19	the	the	DET
cet-15743	34	20	point	point	NOUN
cet-15743	34	21	density	density	NOUN
cet-15743	34	22	of	of	ADP
cet-15743	34	23	the	the	DET
cet-15743	34	24	pc	pc	NOUN
cet-15743	34	25	area	area	NOUN
cet-15743	34	26	but	but	CCONJ
cet-15743	34	27	maintaining	maintain	VERB
cet-15743	34	28	the	the	DET
cet-15743	34	29	basic	basic	ADJ
cet-15743	34	30	geometric	geometric	ADJ
cet-15743	34	31	forms	form	NOUN
cet-15743	34	32	and	and	CCONJ
cet-15743	34	33	surface	surface	NOUN
cet-15743	34	34	continuity	continuity	NOUN
cet-15743	34	35	.	.	PUNCT
cet-15743	35	1	traditional	traditional	ADJ
cet-15743	35	2	interpolation	interpolation	NOUN
cet-15743	35	3	techniques	technique	NOUN
cet-15743	35	4	,	,	PUNCT
cet-15743	35	5	especially	especially	ADV
cet-15743	35	6	large	large	ADJ
cet-15743	35	7	area	area	NOUN
cet-15743	35	8	ones	one	NOUN
cet-15743	35	9	,	,	PUNCT
cet-15743	35	10	tend	tend	VERB
cet-15743	35	11	to	to	PART
cet-15743	35	12	create	create	VERB
cet-15743	35	13	artifacts	artifact	NOUN
cet-15743	35	14	or	or	CCONJ
cet-15743	35	15	oversmooth	oversmooth	NOUN
cet-15743	35	16	features	feature	NOUN
cet-15743	35	17	,	,	PUNCT
cet-15743	35	18	whereas	whereas	SCONJ
cet-15743	35	19	a	a	DET
cet-15743	35	20	dl	dl	PROPN
cet-15743	35	21	based	base	VERB
cet-15743	35	22	upsampling	upsampling	NOUN
cet-15743	35	23	method	method	NOUN
cet-15743	35	24	can	can	AUX
cet-15743	35	25	capture	capture	VERB
cet-15743	35	26	complex	complex	ADJ
cet-15743	35	27	patterns	pattern	NOUN
cet-15743	35	28	and	and	CCONJ
cet-15743	35	29	fine	fine	ADJ
cet-15743	35	30	-	-	PUNCT
cet-15743	35	31	scale	scale	NOUN
cet-15743	35	32	variability	variability	NOUN
cet-15743	35	33	apparent	apparent	ADJ
cet-15743	35	34	in	in	ADP
cet-15743	35	35	natural	natural	ADJ
cet-15743	35	36	settings	setting	NOUN
cet-15743	35	37	.	.	PUNCT
cet-15743	36	1	dl	dl	PROPN
cet-15743	36	2	proposed	propose	VERB
cet-15743	36	3	methods	method	NOUN
cet-15743	36	4	for	for	ADP
cet-15743	36	5	upsampling	upsampling	NOUN
cet-15743	36	6	can	can	AUX
cet-15743	36	7	increase	increase	VERB
cet-15743	36	8	density	density	NOUN
cet-15743	36	9	in	in	ADP
cet-15743	36	10	a	a	DET
cet-15743	36	11	paranormal	paranormal	ADJ
cet-15743	36	12	way	way	NOUN
cet-15743	36	13	while	while	SCONJ
cet-15743	36	14	still	still	ADV
cet-15743	36	15	retaining	retain	VERB
cet-15743	36	16	surface	surface	NOUN
cet-15743	36	17	geometric	geometric	ADJ
cet-15743	36	18	fidelity	fidelity	NOUN
cet-15743	36	19	and	and	CCONJ
cet-15743	36	20	continuity	continuity	NOUN
cet-15743	36	21	.	.	PUNCT
cet-15743	37	1	accordingly	accordingly	ADV
cet-15743	37	2	,	,	PUNCT
cet-15743	37	3	environmental	environmental	ADJ
cet-15743	37	4	modeling	modeling	NOUN
cet-15743	37	5	and	and	CCONJ
cet-15743	37	6	feature	feature	NOUN
cet-15743	37	7	extraction	extraction	NOUN
cet-15743	37	8	can	can	AUX
cet-15743	37	9	be	be	AUX
cet-15743	37	10	enhanced	enhance	VERB
cet-15743	37	11	in	in	ADP
cet-15743	37	12	a	a	DET
cet-15743	37	13	manner	manner	NOUN
cet-15743	37	14	that	that	PRON
cet-15743	37	15	involves	involve	VERB
cet-15743	37	16	no	no	DET
cet-15743	37	17	additional	additional	ADJ
cet-15743	37	18	fieldwork	fieldwork	NOUN
cet-15743	37	19	or	or	CCONJ
cet-15743	37	20	expensive	expensive	ADJ
cet-15743	37	21	resurveys	resurvey	NOUN
cet-15743	37	22	(	(	PUNCT
cet-15743	37	23	zhang	zhang	PROPN
cet-15743	37	24	and	and	CCONJ
cet-15743	37	25	filin	filin	PROPN
cet-15743	37	26	,	,	PUNCT
cet-15743	37	27	2022	2022	NUM
cet-15743	37	28	)	)	PUNCT
cet-15743	37	29	.	.	PUNCT
cet-15743	38	1	this	this	PRON
cet-15743	38	2	is	be	AUX
cet-15743	38	3	particularly	particularly	ADV
cet-15743	38	4	advantageous	advantageous	ADJ
cet-15743	38	5	in	in	ADP
cet-15743	38	6	the	the	DET
cet-15743	38	7	case	case	NOUN
cet-15743	38	8	of	of	ADP
cet-15743	38	9	operational	operational	ADJ
cet-15743	38	10	approaches	approach	NOUN
cet-15743	38	11	to	to	ADP
cet-15743	38	12	forest	forest	NOUN
cet-15743	38	13	inventory	inventory	NOUN
cet-15743	38	14	,	,	PUNCT
cet-15743	38	15	watershed	watershe	VERB
cet-15743	38	16	hydrology	hydrology	NOUN
cet-15743	38	17	modelling	modelling	NOUN
cet-15743	38	18	,	,	PUNCT
cet-15743	38	19	monitoring	monitor	VERB
cet-15743	38	20	coastal	coastal	ADJ
cet-15743	38	21	erosion	erosion	NOUN
cet-15743	38	22	,	,	PUNCT
cet-15743	38	23	or	or	CCONJ
cet-15743	38	24	conserving	conserve	VERB
cet-15743	38	25	habitats	habitat	NOUN
cet-15743	38	26	,	,	PUNCT
cet-15743	38	27	where	where	SCONJ
cet-15743	38	28	the	the	DET
cet-15743	38	29	quality	quality	NOUN
cet-15743	38	30	of	of	ADP
cet-15743	38	31	spatial	spatial	ADJ
cet-15743	38	32	resolution	resolution	NOUN
cet-15743	38	33	and	and	CCONJ
cet-15743	38	34	richness	richness	NOUN
cet-15743	38	35	of	of	ADP
cet-15743	38	36	data	datum	NOUN
cet-15743	38	37	absolutely	absolutely	ADV
cet-15743	38	38	affect	affect	VERB
cet-15743	38	39	the	the	DET
cet-15743	38	40	effectiveness	effectiveness	NOUN
cet-15743	38	41	of	of	ADP
cet-15743	38	42	management	management	NOUN
cet-15743	38	43	actions	action	NOUN
cet-15743	38	44	.	.	PUNCT
cet-15743	39	1	the	the	DET
cet-15743	39	2	primary	primary	ADJ
cet-15743	39	3	aim	aim	NOUN
cet-15743	39	4	of	of	ADP
cet-15743	39	5	the	the	DET
cet-15743	39	6	research	research	NOUN
cet-15743	39	7	was	be	AUX
cet-15743	39	8	to	to	PART
cet-15743	39	9	investigate	investigate	VERB
cet-15743	39	10	point	point	NOUN
cet-15743	39	11	cloud	cloud	NOUN
cet-15743	39	12	upsampling	upsampling	NOUN
cet-15743	39	13	(	(	PUNCT
cet-15743	39	14	pu	pu	PROPN
cet-15743	39	15	)	)	PUNCT
cet-15743	39	16	and	and	CCONJ
cet-15743	39	17	its	its	PRON
cet-15743	39	18	function	function	NOUN
cet-15743	39	19	in	in	ADP
cet-15743	39	20	improving	improve	VERB
cet-15743	39	21	sustainable	sustainable	ADJ
cet-15743	39	22	management	management	NOUN
cet-15743	39	23	through	through	ADP
cet-15743	39	24	environmental	environmental	ADJ
cet-15743	39	25	monitoring	monitoring	NOUN
cet-15743	39	26	.	.	PUNCT
cet-15743	40	1	in	in	ADP
cet-15743	40	2	this	this	DET
cet-15743	40	3	paper	paper	NOUN
cet-15743	40	4	,	,	PUNCT
cet-15743	40	5	we	we	PRON
cet-15743	40	6	provide	provide	VERB
cet-15743	40	7	a	a	DET
cet-15743	40	8	comprehensive	comprehensive	ADJ
cet-15743	40	9	overview	overview	NOUN
cet-15743	40	10	of	of	ADP
cet-15743	40	11	existing	exist	VERB
cet-15743	40	12	pu	pu	PROPN
cet-15743	40	13	algorithms	algorithm	NOUN
cet-15743	40	14	,	,	PUNCT
cet-15743	40	15	which	which	PRON
cet-15743	40	16	mainly	mainly	ADV
cet-15743	40	17	include	include	VERB
cet-15743	40	18	classic	classic	ADJ
cet-15743	40	19	and	and	CCONJ
cet-15743	40	20	dl	dl	PROPN
cet-15743	40	21	approaches	approach	NOUN
cet-15743	40	22	.	.	PUNCT
cet-15743	41	1	this	this	DET
cet-15743	41	2	paper	paper	NOUN
cet-15743	41	3	is	be	AUX
cet-15743	41	4	presented	present	VERB
cet-15743	41	5	as	as	ADP
cet-15743	41	6	a	a	DET
cet-15743	41	7	mini	mini	NOUN
cet-15743	41	8	-	-	NOUN
cet-15743	41	9	review	review	NOUN
cet-15743	41	10	and	and	CCONJ
cet-15743	41	11	conceptual	conceptual	ADJ
cet-15743	41	12	study	study	NOUN
cet-15743	41	13	.	.	PUNCT
cet-15743	42	1	instead	instead	ADV
cet-15743	42	2	of	of	ADP
cet-15743	42	3	offering	offer	VERB
cet-15743	42	4	new	new	ADJ
cet-15743	42	5	experimental	experimental	ADJ
cet-15743	42	6	results	result	NOUN
cet-15743	42	7	,	,	PUNCT
cet-15743	42	8	the	the	DET
cet-15743	42	9	structure	structure	NOUN
cet-15743	42	10	summarises	summarise	VERB
cet-15743	42	11	the	the	DET
cet-15743	42	12	research	research	NOUN
cet-15743	42	13	landscape	landscape	NOUN
cet-15743	42	14	pu	pu	PROPN
cet-15743	42	15	for	for	ADP
cet-15743	42	16	als	als	NOUN
cet-15743	42	17	data	datum	NOUN
cet-15743	42	18	and	and	CCONJ
cet-15743	42	19	offers	offer	VERB
cet-15743	42	20	a	a	DET
cet-15743	42	21	conceptual	conceptual	ADJ
cet-15743	42	22	structure	structure	NOUN
cet-15743	42	23	to	to	PART
cet-15743	42	24	help	help	VERB
cet-15743	42	25	guide	guide	VERB
cet-15743	42	26	future	future	ADJ
cet-15743	42	27	use	use	NOUN
cet-15743	42	28	in	in	ADP
cet-15743	42	29	environmental	environmental	ADJ
cet-15743	42	30	monitoring	monitoring	NOUN
cet-15743	42	31	and	and	CCONJ
cet-15743	42	32	sustainability	sustainability	NOUN
cet-15743	42	33	analysis	analysis	NOUN
cet-15743	42	34	.	.	PUNCT
cet-15743	43	1	2	2	X
cet-15743	43	2	.	.	X
cet-15743	43	3	background	background	NOUN
cet-15743	43	4	and	and	CCONJ
cet-15743	43	5	related	relate	VERB
cet-15743	43	6	work	work	NOUN
cet-15743	43	7	managing	manage	VERB
cet-15743	43	8	the	the	DET
cet-15743	43	9	environment	environment	NOUN
cet-15743	43	10	sustainably	sustainably	ADV
cet-15743	43	11	and	and	CCONJ
cet-15743	43	12	responsibly	responsibly	ADV
cet-15743	43	13	requires	require	VERB
cet-15743	43	14	access	access	NOUN
cet-15743	43	15	to	to	ADP
cet-15743	43	16	accurate	accurate	ADJ
cet-15743	43	17	and	and	CCONJ
cet-15743	43	18	fine	fine	ADJ
cet-15743	43	19	-	-	PUNCT
cet-15743	43	20	scale	scale	NOUN
cet-15743	43	21	spatial	spatial	ADJ
cet-15743	43	22	data	datum	NOUN
cet-15743	43	23	that	that	PRON
cet-15743	43	24	can	can	AUX
cet-15743	43	25	adequately	adequately	ADV
cet-15743	43	26	reflect	reflect	VERB
cet-15743	43	27	the	the	DET
cet-15743	43	28	complexity	complexity	NOUN
cet-15743	43	29	of	of	ADP
cet-15743	43	30	ecological	ecological	ADJ
cet-15743	43	31	processes	process	NOUN
cet-15743	43	32	.	.	PUNCT
cet-15743	44	1	bakó	bakó	PROPN
cet-15743	44	2	et	et	PROPN
cet-15743	44	3	al	al	PROPN
cet-15743	44	4	.	.	PROPN
cet-15743	45	1	(	(	PUNCT
cet-15743	45	2	2021	2021	NUM
cet-15743	45	3	)	)	PUNCT
cet-15743	45	4	demonstrated	demonstrate	VERB
cet-15743	45	5	that	that	SCONJ
cet-15743	45	6	highresolution	highresolution	NOUN
cet-15743	45	7	remote	remote	ADJ
cet-15743	45	8	sensing	sensing	NOUN
cet-15743	45	9	will	will	AUX
cet-15743	45	10	be	be	AUX
cet-15743	45	11	significantly	significantly	ADV
cet-15743	45	12	helpful	helpful	ADJ
cet-15743	45	13	in	in	ADP
cet-15743	45	14	regard	regard	NOUN
cet-15743	45	15	to	to	ADP
cet-15743	45	16	monitoring	monitor	VERB
cet-15743	45	17	natural	natural	ADJ
cet-15743	45	18	habitats	habitat	NOUN
cet-15743	45	19	and	and	CCONJ
cet-15743	45	20	conserving	conserve	VERB
cet-15743	45	21	natural	natural	ADJ
cet-15743	45	22	resources	resource	NOUN
cet-15743	45	23	.	.	PUNCT
cet-15743	46	1	maurya	maurya	PROPN
cet-15743	46	2	and	and	CCONJ
cet-15743	46	3	kumar	kumar	PROPN
cet-15743	46	4	(	(	PUNCT
cet-15743	46	5	2024	2024	NUM
cet-15743	46	6	)	)	PUNCT
cet-15743	46	7	also	also	ADV
cet-15743	46	8	demonstrated	demonstrate	VERB
cet-15743	46	9	how	how	SCONJ
cet-15743	46	10	geospatial	geospatial	ADJ
cet-15743	46	11	data	datum	NOUN
cet-15743	46	12	could	could	AUX
cet-15743	46	13	play	play	VERB
cet-15743	46	14	an	an	DET
cet-15743	46	15	important	important	ADJ
cet-15743	46	16	role	role	NOUN
cet-15743	46	17	in	in	ADP
cet-15743	46	18	making	make	VERB
cet-15743	46	19	rational	rational	ADJ
cet-15743	46	20	long	long	ADJ
cet-15743	46	21	-	-	PUNCT
cet-15743	46	22	term	term	NOUN
cet-15743	46	23	decisions	decision	NOUN
cet-15743	46	24	based	base	VERB
cet-15743	46	25	on	on	ADP
cet-15743	46	26	sustainable	sustainable	ADJ
cet-15743	46	27	development	development	NOUN
cet-15743	46	28	.	.	PUNCT
cet-15743	47	1	given	give	VERB
cet-15743	47	2	accelerating	accelerate	VERB
cet-15743	47	3	climate	climate	NOUN
cet-15743	47	4	change	change	NOUN
cet-15743	47	5	,	,	PUNCT
cet-15743	47	6	biodiversity	biodiversity	NOUN
cet-15743	47	7	loss	loss	NOUN
cet-15743	47	8	,	,	PUNCT
cet-15743	47	9	and	and	CCONJ
cet-15743	47	10	intensifying	intensify	VERB
cet-15743	47	11	anthropogenic	anthropogenic	ADJ
cet-15743	47	12	pressures	pressure	NOUN
cet-15743	47	13	,	,	PUNCT
cet-15743	47	14	spatial	spatial	ADJ
cet-15743	47	15	data	datum	NOUN
cet-15743	47	16	have	have	AUX
cet-15743	47	17	become	become	VERB
cet-15743	47	18	critical	critical	ADJ
cet-15743	47	19	for	for	ADP
cet-15743	47	20	monitoring	monitor	VERB
cet-15743	47	21	environmental	environmental	ADJ
cet-15743	47	22	trends	trend	NOUN
cet-15743	47	23	,	,	PUNCT
cet-15743	47	24	evaluating	evaluate	VERB
cet-15743	47	25	the	the	DET
cet-15743	47	26	condition	condition	NOUN
cet-15743	47	27	of	of	ADP
cet-15743	47	28	our	our	PRON
cet-15743	47	29	natural	natural	ADJ
cet-15743	47	30	resources	resource	NOUN
cet-15743	47	31	,	,	PUNCT
cet-15743	47	32	and	and	CCONJ
cet-15743	47	33	evaluating	evaluate	VERB
cet-15743	47	34	the	the	DET
cet-15743	47	35	impacts	impact	NOUN
cet-15743	47	36	of	of	ADP
cet-15743	47	37	conservation	conservation	NOUN
cet-15743	47	38	and	and	CCONJ
cet-15743	47	39	restoration	restoration	NOUN
cet-15743	47	40	actions	action	NOUN
cet-15743	47	41	.	.	PUNCT
cet-15743	48	1	als	als	PROPN
cet-15743	48	2	has	have	AUX
cet-15743	48	3	taken	take	VERB
cet-15743	48	4	the	the	DET
cet-15743	48	5	limelight	limelight	NOUN
cet-15743	48	6	as	as	ADP
cet-15743	48	7	an	an	DET
cet-15743	48	8	increasingly	increasingly	ADV
cet-15743	48	9	important	important	ADJ
cet-15743	48	10	remote	remote	ADJ
cet-15743	48	11	sensing	sense	VERB
cet-15743	48	12	technology	technology	NOUN
cet-15743	48	13	for	for	ADP
cet-15743	48	14	collecting	collect	VERB
cet-15743	48	15	large	large	ADJ
cet-15743	48	16	-	-	PUNCT
cet-15743	48	17	scale	scale	NOUN
cet-15743	48	18	three	three	NUM
cet-15743	48	19	-	-	PUNCT
cet-15743	48	20	dimensional	dimensional	ADJ
cet-15743	48	21	datasets	dataset	NOUN
cet-15743	48	22	across	across	ADP
cet-15743	48	23	a	a	DET
cet-15743	48	24	variety	variety	NOUN
cet-15743	48	25	of	of	ADP
cet-15743	48	26	terrestrial	terrestrial	ADJ
cet-15743	48	27	landscape	landscape	NOUN
cet-15743	48	28	types	type	NOUN
cet-15743	48	29	such	such	ADJ
cet-15743	48	30	as	as	ADP
cet-15743	48	31	forests	forest	NOUN
cet-15743	48	32	,	,	PUNCT
cet-15743	48	33	wetlands	wetland	NOUN
cet-15743	48	34	,	,	PUNCT
cet-15743	48	35	river	river	NOUN
cet-15743	48	36	systems	system	NOUN
cet-15743	48	37	,	,	PUNCT
cet-15743	48	38	coastal	coastal	ADJ
cet-15743	48	39	zones	zone	NOUN
cet-15743	48	40	,	,	PUNCT
cet-15743	48	41	and	and	CCONJ
cet-15743	48	42	mountainous	mountainous	ADJ
cet-15743	48	43	regions	region	NOUN
cet-15743	48	44	.	.	PUNCT
cet-15743	49	1	als	als	NOUN
cet-15743	49	2	pcs	pc	NOUN
cet-15743	49	3	are	be	AUX
cet-15743	49	4	particularly	particularly	ADV
cet-15743	49	5	relevant	relevant	ADJ
cet-15743	49	6	for	for	ADP
cet-15743	49	7	environmental	environmental	ADJ
cet-15743	49	8	applications	application	NOUN
cet-15743	49	9	because	because	SCONJ
cet-15743	49	10	they	they	PRON
cet-15743	49	11	provide	provide	VERB
cet-15743	49	12	accurate	accurate	ADJ
cet-15743	49	13	terrain	terrain	NOUN
cet-15743	49	14	models	model	NOUN
cet-15743	49	15	and	and	CCONJ
cet-15743	49	16	object	object	NOUN
cet-15743	49	17	-	-	PUNCT
cet-15743	49	18	level	level	NOUN
cet-15743	49	19	information	information	NOUN
cet-15743	49	20	essential	essential	ADJ
cet-15743	49	21	for	for	ADP
cet-15743	49	22	topographic	topographic	ADJ
cet-15743	49	23	analysis	analysis	NOUN
cet-15743	49	24	and	and	CCONJ
cet-15743	49	25	feature	feature	NOUN
cet-15743	49	26	separation	separation	NOUN
cet-15743	49	27	(	(	PUNCT
cet-15743	49	28	kraus	kraus	PROPN
cet-15743	49	29	and	and	CCONJ
cet-15743	49	30	pfeifer	pfeifer	PROPN
cet-15743	49	31	,	,	PUNCT
cet-15743	49	32	1998	1998	NUM
cet-15743	49	33	)	)	PUNCT
cet-15743	49	34	.	.	PUNCT
cet-15743	50	1	in	in	ADP
cet-15743	50	2	addition	addition	NOUN
cet-15743	50	3	,	,	PUNCT
cet-15743	50	4	they	they	PRON
cet-15743	50	5	enable	enable	VERB
cet-15743	50	6	detailed	detailed	ADJ
cet-15743	50	7	assessment	assessment	NOUN
cet-15743	50	8	of	of	ADP
cet-15743	50	9	vegetation	vegetation	NOUN
cet-15743	50	10	structure	structure	NOUN
cet-15743	50	11	,	,	PUNCT
cet-15743	50	12	height	height	NOUN
cet-15743	50	13	,	,	PUNCT
cet-15743	50	14	spatial	spatial	ADJ
cet-15743	50	15	distribution	distribution	NOUN
cet-15743	50	16	,	,	PUNCT
cet-15743	50	17	and	and	CCONJ
cet-15743	50	18	canopy	canopy	PROPN
cet-15743	50	19	morphology	morphology	NOUN
cet-15743	50	20	,	,	PUNCT
cet-15743	50	21	which	which	PRON
cet-15743	50	22	are	be	AUX
cet-15743	50	23	critical	critical	ADJ
cet-15743	50	24	for	for	ADP
cet-15743	50	25	ecological	ecological	ADJ
cet-15743	50	26	monitoring	monitoring	NOUN
cet-15743	50	27	and	and	CCONJ
cet-15743	50	28	habitat	habitat	NOUN
cet-15743	50	29	characterization	characterization	NOUN
cet-15743	50	30	(	(	PUNCT
cet-15743	50	31	roussel	roussel	PROPN
cet-15743	50	32	et	et	PROPN
cet-15743	50	33	al	al	PROPN
cet-15743	50	34	.	.	PROPN
cet-15743	50	35	,	,	PUNCT
cet-15743	50	36	2020	2020	NUM
cet-15743	50	37	)	)	PUNCT
cet-15743	50	38	.	.	PUNCT
cet-15743	51	1	it	it	PRON
cet-15743	51	2	is	be	AUX
cet-15743	51	3	generally	generally	ADV
cet-15743	51	4	acknowledged	acknowledge	VERB
cet-15743	51	5	that	that	SCONJ
cet-15743	51	6	als	als	NOUN
cet-15743	51	7	offers	offer	VERB
cet-15743	51	8	a	a	DET
cet-15743	51	9	superior	superior	ADJ
cet-15743	51	10	method	method	NOUN
cet-15743	51	11	for	for	ADP
cet-15743	51	12	collecting	collect	VERB
cet-15743	51	13	environmental	environmental	ADJ
cet-15743	51	14	data	datum	NOUN
cet-15743	51	15	at	at	ADP
cet-15743	51	16	the	the	DET
cet-15743	51	17	large	large	ADJ
cet-15743	51	18	scale	scale	NOUN
cet-15743	51	19	compared	compare	VERB
cet-15743	51	20	92	92	NUM
cet-15743	51	21	with	with	ADP
cet-15743	51	22	traditional	traditional	ADJ
cet-15743	51	23	ground	ground	NOUN
cet-15743	51	24	-	-	PUNCT
cet-15743	51	25	based	base	VERB
cet-15743	51	26	surveys	survey	NOUN
cet-15743	51	27	,	,	PUNCT
cet-15743	51	28	as	as	SCONJ
cet-15743	51	29	als	als	NOUN
cet-15743	51	30	is	be	AUX
cet-15743	51	31	easier	easy	ADJ
cet-15743	51	32	,	,	PUNCT
cet-15743	51	33	less	less	ADV
cet-15743	51	34	invasive	invasive	ADJ
cet-15743	51	35	,	,	PUNCT
cet-15743	51	36	and	and	CCONJ
cet-15743	51	37	spatially	spatially	ADV
cet-15743	51	38	continuous	continuous	ADJ
cet-15743	51	39	,	,	PUNCT
cet-15743	51	40	and	and	CCONJ
cet-15743	51	41	aligns	align	VERB
cet-15743	51	42	with	with	ADP
cet-15743	51	43	sustainability	sustainability	NOUN
cet-15743	51	44	-	-	PUNCT
cet-15743	51	45	oriented	orient	VERB
cet-15743	51	46	initiatives	initiative	NOUN
cet-15743	51	47	that	that	PRON
cet-15743	51	48	measure	measure	VERB
cet-15743	51	49	environmental	environmental	ADJ
cet-15743	51	50	impacts	impact	NOUN
cet-15743	51	51	with	with	ADP
cet-15743	51	52	the	the	DET
cet-15743	51	53	least	least	ADJ
cet-15743	51	54	disturbance	disturbance	NOUN
cet-15743	51	55	to	to	ADP
cet-15743	51	56	the	the	DET
cet-15743	51	57	ecosystem	ecosystem	NOUN
cet-15743	51	58	,	,	PUNCT
cet-15743	51	59	with	with	ADP
cet-15743	51	60	volumetric	volumetric	NOUN
cet-15743	51	61	sustainability	sustainability	NOUN
cet-15743	51	62	with	with	ADP
cet-15743	51	63	minimal	minimal	ADJ
cet-15743	51	64	resources	resource	NOUN
cet-15743	51	65	(	(	PUNCT
cet-15743	51	66	figure	figure	NOUN
cet-15743	51	67	1	1	NUM
cet-15743	51	68	)	)	PUNCT
cet-15743	51	69	.	.	PUNCT
cet-15743	52	1	in	in	ADP
cet-15743	52	2	spite	spite	NOUN
cet-15743	52	3	of	of	ADP
cet-15743	52	4	these	these	DET
cet-15743	52	5	strengths	strength	NOUN
cet-15743	52	6	,	,	PUNCT
cet-15743	52	7	pc	pc	NOUN
cet-15743	52	8	are	be	AUX
cet-15743	52	9	not	not	PART
cet-15743	52	10	without	without	ADP
cet-15743	52	11	their	their	PRON
cet-15743	52	12	limitations	limitation	NOUN
cet-15743	52	13	.	.	PUNCT
cet-15743	53	1	the	the	DET
cet-15743	53	2	spatial	spatial	ADJ
cet-15743	53	3	resolution	resolution	NOUN
cet-15743	53	4	and	and	CCONJ
cet-15743	53	5	point	point	VERB
cet-15743	53	6	density	density	NOUN
cet-15743	53	7	of	of	ADP
cet-15743	53	8	als	als	NOUN
cet-15743	53	9	surveys	survey	NOUN
cet-15743	53	10	are	be	AUX
cet-15743	53	11	often	often	ADV
cet-15743	53	12	limited	limit	VERB
cet-15743	53	13	by	by	ADP
cet-15743	53	14	sensor	sensor	NOUN
cet-15743	53	15	specifications	specification	NOUN
cet-15743	53	16	,	,	PUNCT
cet-15743	53	17	flight	flight	NOUN
cet-15743	53	18	design	design	NOUN
cet-15743	53	19	,	,	PUNCT
cet-15743	53	20	budget	budget	NOUN
cet-15743	53	21	,	,	PUNCT
cet-15743	53	22	and	and	CCONJ
cet-15743	53	23	environmental	environmental	ADJ
cet-15743	53	24	conditions	condition	NOUN
cet-15743	53	25	.	.	PUNCT
cet-15743	54	1	higher	high	ADJ
cet-15743	54	2	density	density	NOUN
cet-15743	54	3	pcs	pc	NOUN
cet-15743	54	4	are	be	AUX
cet-15743	54	5	not	not	PART
cet-15743	54	6	sufficiently	sufficiently	ADV
cet-15743	54	7	spatially	spatially	ADV
cet-15743	54	8	rich	rich	ADJ
cet-15743	54	9	to	to	PART
cet-15743	54	10	meet	meet	VERB
cet-15743	54	11	detailed	detailed	ADJ
cet-15743	54	12	modelling	modelling	NOUN
cet-15743	54	13	purposes	purpose	NOUN
cet-15743	54	14	,	,	PUNCT
cet-15743	54	15	especially	especially	ADV
cet-15743	54	16	in	in	ADP
cet-15743	54	17	heterogeneous	heterogeneous	ADJ
cet-15743	54	18	areas	area	NOUN
cet-15743	54	19	with	with	ADP
cet-15743	54	20	dense	dense	ADJ
cet-15743	54	21	vegetation	vegetation	NOUN
cet-15743	54	22	.	.	PUNCT
cet-15743	55	1	derivative	derivative	ADJ
cet-15743	55	2	products	product	NOUN
cet-15743	55	3	of	of	ADP
cet-15743	55	4	als	als	NOUN
cet-15743	55	5	data	datum	NOUN
cet-15743	55	6	(	(	PUNCT
cet-15743	55	7	e.g.	e.g.	ADV
cet-15743	55	8	,	,	PUNCT
cet-15743	55	9	digital	digital	ADJ
cet-15743	55	10	terrain	terrain	NOUN
cet-15743	55	11	models	model	NOUN
cet-15743	55	12	,	,	PUNCT
cet-15743	55	13	canopy	canopy	NOUN
cet-15743	55	14	height	height	NOUN
cet-15743	55	15	models	model	NOUN
cet-15743	55	16	,	,	PUNCT
cet-15743	55	17	vegetation	vegetation	NOUN
cet-15743	55	18	indices	index	NOUN
cet-15743	55	19	)	)	PUNCT
cet-15743	55	20	are	be	AUX
cet-15743	55	21	important	important	ADJ
cet-15743	55	22	data	datum	NOUN
cet-15743	55	23	inputs	input	NOUN
cet-15743	55	24	for	for	ADP
cet-15743	55	25	ecological	ecological	ADJ
cet-15743	55	26	assessments	assessment	NOUN
cet-15743	55	27	,	,	PUNCT
cet-15743	55	28	hydrological	hydrological	ADJ
cet-15743	55	29	modelling	modelling	NOUN
cet-15743	55	30	,	,	PUNCT
cet-15743	55	31	and	and	CCONJ
cet-15743	55	32	land	land	NOUN
cet-15743	55	33	management	management	NOUN
cet-15743	55	34	purposes	purpose	NOUN
cet-15743	55	35	,	,	PUNCT
cet-15743	55	36	but	but	CCONJ
cet-15743	55	37	the	the	DET
cet-15743	55	38	relative	relative	ADJ
cet-15743	55	39	lack	lack	NOUN
cet-15743	55	40	of	of	ADP
cet-15743	55	41	point	point	NOUN
cet-15743	55	42	density	density	NOUN
cet-15743	55	43	often	often	ADV
cet-15743	55	44	creates	create	VERB
cet-15743	55	45	barriers	barrier	NOUN
cet-15743	55	46	to	to	ADP
cet-15743	55	47	the	the	DET
cet-15743	55	48	ability	ability	NOUN
cet-15743	55	49	to	to	PART
cet-15743	55	50	produce	produce	VERB
cet-15743	55	51	these	these	DET
cet-15743	55	52	products	product	NOUN
cet-15743	55	53	.	.	PUNCT
cet-15743	56	1	moreover	moreover	ADV
cet-15743	56	2	,	,	PUNCT
cet-15743	56	3	it	it	PRON
cet-15743	56	4	is	be	AUX
cet-15743	56	5	often	often	ADV
cet-15743	56	6	infeasible	infeasible	ADJ
cet-15743	56	7	to	to	PART
cet-15743	56	8	get	get	VERB
cet-15743	56	9	around	around	ADP
cet-15743	56	10	these	these	DET
cet-15743	56	11	limitations	limitation	NOUN
cet-15743	56	12	through	through	ADP
cet-15743	56	13	further	further	ADJ
cet-15743	56	14	data	datum	NOUN
cet-15743	56	15	capture	capture	NOUN
cet-15743	56	16	because	because	SCONJ
cet-15743	56	17	of	of	ADP
cet-15743	56	18	high	high	ADJ
cet-15743	56	19	operational	operational	ADJ
cet-15743	56	20	costs	cost	NOUN
cet-15743	56	21	and	and	CCONJ
cet-15743	56	22	environmental	environmental	ADJ
cet-15743	56	23	effects	effect	NOUN
cet-15743	56	24	of	of	ADP
cet-15743	56	25	additional	additional	ADJ
cet-15743	56	26	flight	flight	NOUN
cet-15743	56	27	acquisition	acquisition	NOUN
cet-15743	56	28	(	(	PUNCT
cet-15743	56	29	salvoni	salvoni	PROPN
cet-15743	56	30	et	et	PROPN
cet-15743	56	31	al	al	PROPN
cet-15743	56	32	.	.	PROPN
cet-15743	56	33	,	,	PUNCT
cet-15743	56	34	2021	2021	NUM
cet-15743	56	35	)	)	PUNCT
cet-15743	56	36	.	.	PUNCT
cet-15743	57	1	pu	pu	PROPN
cet-15743	57	2	provides	provide	VERB
cet-15743	57	3	a	a	DET
cet-15743	57	4	computational	computational	ADJ
cet-15743	57	5	means	mean	NOUN
cet-15743	57	6	of	of	ADP
cet-15743	57	7	enhancing	enhance	VERB
cet-15743	57	8	the	the	DET
cet-15743	57	9	spatial	spatial	ADJ
cet-15743	57	10	richness	richness	NOUN
cet-15743	57	11	of	of	ADP
cet-15743	57	12	als	als	NOUN
cet-15743	57	13	data	datum	NOUN
cet-15743	57	14	without	without	ADP
cet-15743	57	15	requiring	require	VERB
cet-15743	57	16	further	further	ADJ
cet-15743	57	17	data	datum	NOUN
cet-15743	57	18	capture	capture	NOUN
cet-15743	57	19	.	.	PUNCT
cet-15743	58	1	pu	pu	PROPN
cet-15743	58	2	can	can	AUX
cet-15743	58	3	result	result	VERB
cet-15743	58	4	in	in	ADP
cet-15743	58	5	synthetic	synthetic	ADJ
cet-15743	58	6	densifications	densification	NOUN
cet-15743	58	7	of	of	ADP
cet-15743	58	8	pcs	pc	NOUN
cet-15743	58	9	that	that	PRON
cet-15743	58	10	maintain	maintain	VERB
cet-15743	58	11	geometric	geometric	ADJ
cet-15743	58	12	fidelity	fidelity	NOUN
cet-15743	58	13	and	and	CCONJ
cet-15743	58	14	topological	topological	ADJ
cet-15743	58	15	consistency	consistency	NOUN
cet-15743	58	16	of	of	ADP
cet-15743	58	17	the	the	DET
cet-15743	58	18	original	original	ADJ
cet-15743	58	19	pc	pc	NOUN
cet-15743	58	20	.	.	PUNCT
cet-15743	59	1	by	by	ADP
cet-15743	59	2	upsampling	upsample	VERB
cet-15743	59	3	existing	exist	VERB
cet-15743	59	4	als	als	NOUN
cet-15743	59	5	datasets	dataset	NOUN
cet-15743	59	6	,	,	PUNCT
cet-15743	59	7	we	we	PRON
cet-15743	59	8	can	can	AUX
cet-15743	59	9	enhance	enhance	VERB
cet-15743	59	10	their	their	PRON
cet-15743	59	11	applicability	applicability	NOUN
cet-15743	59	12	.	.	PUNCT
cet-15743	60	1	this	this	DET
cet-15743	60	2	method	method	NOUN
cet-15743	60	3	creates	create	VERB
cet-15743	60	4	opportunities	opportunity	NOUN
cet-15743	60	5	for	for	ADP
cet-15743	60	6	data	datum	NOUN
cet-15743	60	7	reuse	reuse	NOUN
cet-15743	60	8	and	and	CCONJ
cet-15743	60	9	enrichment	enrichment	NOUN
cet-15743	60	10	,	,	PUNCT
cet-15743	60	11	develops	develop	VERB
cet-15743	60	12	work	work	NOUN
cet-15743	60	13	efficiencies	efficiency	NOUN
cet-15743	60	14	,	,	PUNCT
cet-15743	60	15	and	and	CCONJ
cet-15743	60	16	decreases	decrease	VERB
cet-15743	60	17	repeated	repeat	VERB
cet-15743	60	18	interaction	interaction	NOUN
cet-15743	60	19	with	with	ADP
cet-15743	60	20	the	the	DET
cet-15743	60	21	environment	environment	NOUN
cet-15743	60	22	,	,	PUNCT
cet-15743	60	23	which	which	PRON
cet-15743	60	24	is	be	AUX
cet-15743	60	25	a	a	DET
cet-15743	60	26	sustainable	sustainable	ADJ
cet-15743	60	27	way	way	NOUN
cet-15743	60	28	of	of	ADP
cet-15743	60	29	working	work	VERB
cet-15743	60	30	.	.	PUNCT
cet-15743	61	1	dl	dl	NOUN
cet-15743	61	2	-	-	PUNCT
cet-15743	61	3	based	base	VERB
cet-15743	61	4	workflows	workflow	NOUN
cet-15743	61	5	and	and	CCONJ
cet-15743	61	6	methods	method	NOUN
cet-15743	61	7	will	will	AUX
cet-15743	61	8	help	help	VERB
cet-15743	61	9	in	in	ADP
cet-15743	61	10	this	this	DET
cet-15743	61	11	area	area	NOUN
cet-15743	61	12	because	because	SCONJ
cet-15743	61	13	they	they	PRON
cet-15743	61	14	can	can	AUX
cet-15743	61	15	capture	capture	VERB
cet-15743	61	16	fine	fine	ADJ
cet-15743	61	17	-	-	PUNCT
cet-15743	61	18	scale	scale	NOUN
cet-15743	61	19	spatial	spatial	ADJ
cet-15743	61	20	patterns	pattern	NOUN
cet-15743	61	21	while	while	SCONJ
cet-15743	61	22	preserving	preserve	VERB
cet-15743	61	23	surface	surface	NOUN
cet-15743	61	24	characteristics	characteristic	NOUN
cet-15743	61	25	in	in	ADP
cet-15743	61	26	complex	complex	ADJ
cet-15743	61	27	terrain	terrain	NOUN
cet-15743	61	28	,	,	PUNCT
cet-15743	61	29	which	which	PRON
cet-15743	61	30	is	be	AUX
cet-15743	61	31	now	now	ADV
cet-15743	61	32	increasingly	increasingly	ADV
cet-15743	61	33	available	available	ADJ
cet-15743	61	34	and	and	CCONJ
cet-15743	61	35	applied	apply	VERB
cet-15743	61	36	in	in	ADP
cet-15743	61	37	global	global	ADJ
cet-15743	61	38	navigation	navigation	NOUN
cet-15743	61	39	satellite	satellite	NOUN
cet-15743	61	40	system	system	NOUN
cet-15743	61	41	(	(	PUNCT
cet-15743	61	42	gnss	gnss	NOUN
cet-15743	61	43	)	)	PUNCT
cet-15743	61	44	spatial	spatial	ADJ
cet-15743	61	45	techniques	technique	NOUN
cet-15743	61	46	.	.	PUNCT
cet-15743	62	1	informed	inform	VERB
cet-15743	62	2	implications	implication	NOUN
cet-15743	62	3	for	for	ADP
cet-15743	62	4	downstream	downstream	ADJ
cet-15743	62	5	model	model	NOUN
cet-15743	62	6	development	development	NOUN
cet-15743	62	7	are	be	AUX
cet-15743	62	8	made	make	VERB
cet-15743	62	9	from	from	ADP
cet-15743	62	10	enriched	enrich	VERB
cet-15743	62	11	datasets	dataset	NOUN
cet-15743	62	12	,	,	PUNCT
cet-15743	62	13	which	which	PRON
cet-15743	62	14	can	can	AUX
cet-15743	62	15	help	help	VERB
cet-15743	62	16	downstream	downstream	ADJ
cet-15743	62	17	models	model	NOUN
cet-15743	62	18	better	well	ADV
cet-15743	62	19	predict	predict	VERB
cet-15743	62	20	vegetation	vegetation	NOUN
cet-15743	62	21	structure	structure	NOUN
cet-15743	62	22	,	,	PUNCT
cet-15743	62	23	provide	provide	VERB
cet-15743	62	24	improved	improved	ADJ
cet-15743	62	25	assessments	assessment	NOUN
cet-15743	62	26	and	and	CCONJ
cet-15743	62	27	resource	resource	NOUN
cet-15743	62	28	allocations	allocation	NOUN
cet-15743	62	29	,	,	PUNCT
cet-15743	62	30	assess	assess	NOUN
cet-15743	62	31	change	change	NOUN
cet-15743	62	32	over	over	ADP
cet-15743	62	33	time	time	NOUN
cet-15743	62	34	,	,	PUNCT
cet-15743	62	35	and	and	CCONJ
cet-15743	62	36	respond	respond	VERB
cet-15743	62	37	and	and	CCONJ
cet-15743	62	38	implement	implement	VERB
cet-15743	62	39	mitigating	mitigating	NOUN
cet-15743	62	40	strategies	strategy	NOUN
cet-15743	62	41	.	.	PUNCT
cet-15743	63	1	zhang	zhang	PROPN
cet-15743	63	2	et	et	PROPN
cet-15743	63	3	al	al	PROPN
cet-15743	63	4	.	.	PROPN
cet-15743	63	5	(	(	PUNCT
cet-15743	63	6	2022	2022	NUM
cet-15743	63	7	)	)	PUNCT
cet-15743	63	8	state	state	NOUN
cet-15743	63	9	that	that	SCONJ
cet-15743	63	10	most	most	ADJ
cet-15743	63	11	of	of	ADP
cet-15743	63	12	the	the	DET
cet-15743	63	13	existing	exist	VERB
cet-15743	63	14	methods	method	NOUN
cet-15743	63	15	for	for	ADP
cet-15743	63	16	pu	pu	PROPN
cet-15743	63	17	have	have	AUX
cet-15743	63	18	been	be	AUX
cet-15743	63	19	designed	design	VERB
cet-15743	63	20	and	and	CCONJ
cet-15743	63	21	evaluated	evaluate	VERB
cet-15743	63	22	on	on	ADP
cet-15743	63	23	synthetically	synthetically	ADV
cet-15743	63	24	or	or	CCONJ
cet-15743	63	25	objectbased	objectbase	VERB
cet-15743	63	26	datasets	dataset	NOUN
cet-15743	63	27	,	,	PUNCT
cet-15743	63	28	typically	typically	ADV
cet-15743	63	29	generated	generate	VERB
cet-15743	63	30	from	from	ADP
cet-15743	63	31	either	either	CCONJ
cet-15743	63	32	indoor	indoor	ADJ
cet-15743	63	33	scans	scan	NOUN
cet-15743	63	34	or	or	CCONJ
cet-15743	63	35	computer	computer	NOUN
cet-15743	63	36	-	-	PUNCT
cet-15743	63	37	aided	aid	VERB
cet-15743	63	38	design	design	NOUN
cet-15743	63	39	(	(	PUNCT
cet-15743	63	40	cad	cad	NOUN
cet-15743	63	41	)	)	PUNCT
cet-15743	63	42	models	model	NOUN
cet-15743	63	43	,	,	PUNCT
cet-15743	63	44	where	where	SCONJ
cet-15743	63	45	variability	variability	NOUN
cet-15743	63	46	in	in	ADP
cet-15743	63	47	the	the	DET
cet-15743	63	48	environments	environment	NOUN
cet-15743	63	49	was	be	AUX
cet-15743	63	50	limited	limit	VERB
cet-15743	63	51	.	.	PUNCT
cet-15743	64	1	kwon	kwon	VERB
cet-15743	64	2	et	et	PROPN
cet-15743	64	3	al	al	PROPN
cet-15743	64	4	.	.	PROPN
cet-15743	65	1	(	(	PUNCT
cet-15743	65	2	2023	2023	NUM
cet-15743	65	3	)	)	PUNCT
cet-15743	65	4	also	also	ADV
cet-15743	65	5	note	note	VERB
cet-15743	65	6	that	that	SCONJ
cet-15743	65	7	there	there	PRON
cet-15743	65	8	remains	remain	VERB
cet-15743	65	9	limited	limited	ADJ
cet-15743	65	10	research	research	NOUN
cet-15743	65	11	on	on	ADP
cet-15743	65	12	applying	apply	VERB
cet-15743	65	13	these	these	DET
cet-15743	65	14	techniques	technique	NOUN
cet-15743	65	15	to	to	PART
cet-15743	65	16	als	als	VERB
cet-15743	65	17	datasets	dataset	NOUN
cet-15743	65	18	and	and	CCONJ
cet-15743	65	19	to	to	ADP
cet-15743	65	20	data	datum	NOUN
cet-15743	65	21	in	in	ADP
cet-15743	65	22	practical	practical	ADJ
cet-15743	65	23	scenarios	scenario	NOUN
cet-15743	65	24	,	,	PUNCT
cet-15743	65	25	when	when	SCONJ
cet-15743	65	26	faced	face	VERB
cet-15743	65	27	with	with	ADP
cet-15743	65	28	the	the	DET
cet-15743	65	29	issues	issue	NOUN
cet-15743	65	30	of	of	ADP
cet-15743	65	31	sensor	sensor	NOUN
cet-15743	65	32	noise	noise	NOUN
cet-15743	65	33	,	,	PUNCT
cet-15743	65	34	complex	complex	ADJ
cet-15743	65	35	structures	structure	NOUN
cet-15743	65	36	,	,	PUNCT
cet-15743	65	37	and	and	CCONJ
cet-15743	65	38	variability	variability	NOUN
cet-15743	65	39	in	in	ADP
cet-15743	65	40	the	the	DET
cet-15743	65	41	environment	environment	NOUN
cet-15743	65	42	.	.	PUNCT
cet-15743	66	1	further	far	ADV
cet-15743	66	2	,	,	PUNCT
cet-15743	66	3	little	little	ADJ
cet-15743	66	4	is	be	AUX
cet-15743	66	5	known	know	VERB
cet-15743	66	6	about	about	ADP
cet-15743	66	7	the	the	DET
cet-15743	66	8	potential	potential	NOUN
cet-15743	66	9	for	for	SCONJ
cet-15743	66	10	pu	pu	PROPN
cet-15743	66	11	to	to	PART
cet-15743	66	12	support	support	VERB
cet-15743	66	13	sustainability	sustainability	NOUN
cet-15743	66	14	goals	goal	NOUN
cet-15743	66	15	that	that	PRON
cet-15743	66	16	include	include	VERB
cet-15743	66	17	long	long	ADJ
cet-15743	66	18	-	-	PUNCT
cet-15743	66	19	term	term	NOUN
cet-15743	66	20	monitoring	monitoring	NOUN
cet-15743	66	21	of	of	ADP
cet-15743	66	22	forest	forest	NOUN
cet-15743	66	23	conditions	condition	NOUN
cet-15743	66	24	,	,	PUNCT
cet-15743	66	25	watershed	watershe	VERB
cet-15743	66	26	management	management	NOUN
cet-15743	66	27	,	,	PUNCT
cet-15743	66	28	and	and	CCONJ
cet-15743	66	29	planning	plan	VERB
cet-15743	66	30	for	for	ADP
cet-15743	66	31	conservation	conservation	NOUN
cet-15743	66	32	.	.	PUNCT
cet-15743	67	1	this	this	DET
cet-15743	67	2	study	study	NOUN
cet-15743	67	3	attempts	attempt	VERB
cet-15743	67	4	to	to	PART
cet-15743	67	5	fill	fill	VERB
cet-15743	67	6	this	this	DET
cet-15743	67	7	void	void	NOUN
cet-15743	67	8	through	through	ADP
cet-15743	67	9	research	research	NOUN
cet-15743	67	10	that	that	PRON
cet-15743	67	11	combines	combine	VERB
cet-15743	67	12	the	the	DET
cet-15743	67	13	pu	pu	PROPN
cet-15743	67	14	with	with	ADP
cet-15743	67	15	actual	actual	ADJ
cet-15743	67	16	environmental	environmental	ADJ
cet-15743	67	17	spatial	spatial	ADJ
cet-15743	67	18	workflows	workflow	NOUN
cet-15743	67	19	and	and	CCONJ
cet-15743	67	20	places	place	NOUN
cet-15743	67	21	a	a	DET
cet-15743	67	22	value	value	NOUN
cet-15743	67	23	on	on	ADP
cet-15743	67	24	providing	provide	VERB
cet-15743	67	25	enhanced	enhanced	ADJ
cet-15743	67	26	geospatial	geospatial	ADJ
cet-15743	67	27	information	information	NOUN
cet-15743	67	28	for	for	ADP
cet-15743	67	29	sustainable	sustainable	ADJ
cet-15743	67	30	environmental	environmental	ADJ
cet-15743	67	31	resource	resource	NOUN
cet-15743	67	32	management	management	NOUN
cet-15743	67	33	.	.	PUNCT
cet-15743	68	1	the	the	DET
cet-15743	68	2	work	work	NOUN
cet-15743	68	3	is	be	AUX
cet-15743	68	4	not	not	PART
cet-15743	68	5	only	only	ADV
cet-15743	68	6	intended	intend	VERB
cet-15743	68	7	to	to	PART
cet-15743	68	8	advance	advance	VERB
cet-15743	68	9	our	our	PRON
cet-15743	68	10	technical	technical	ADJ
cet-15743	68	11	development	development	NOUN
cet-15743	68	12	of	of	ADP
cet-15743	68	13	pu	pu	PROPN
cet-15743	68	14	methods	method	NOUN
cet-15743	68	15	,	,	PUNCT
cet-15743	68	16	but	but	CCONJ
cet-15743	68	17	also	also	ADV
cet-15743	68	18	to	to	PART
cet-15743	68	19	promote	promote	VERB
cet-15743	68	20	a	a	DET
cet-15743	68	21	more	more	ADV
cet-15743	68	22	general	general	ADJ
cet-15743	68	23	discussion	discussion	NOUN
cet-15743	68	24	regarding	regard	VERB
cet-15743	68	25	how	how	SCONJ
cet-15743	68	26	computational	computational	ADJ
cet-15743	68	27	technologies	technology	NOUN
cet-15743	68	28	can	can	AUX
cet-15743	68	29	extend	extend	VERB
cet-15743	68	30	the	the	DET
cet-15743	68	31	lifetime	lifetime	NOUN
cet-15743	68	32	and	and	CCONJ
cet-15743	68	33	utility	utility	NOUN
cet-15743	68	34	of	of	ADP
cet-15743	68	35	remotely	remotely	ADV
cet-15743	68	36	sensed	sense	VERB
cet-15743	68	37	data	datum	NOUN
cet-15743	68	38	for	for	ADP
cet-15743	68	39	the	the	DET
cet-15743	68	40	purposes	purpose	NOUN
cet-15743	68	41	of	of	ADP
cet-15743	68	42	environmental	environmental	ADJ
cet-15743	68	43	stewardship	stewardship	NOUN
cet-15743	68	44	.	.	PUNCT
cet-15743	69	1	figure	figure	NOUN
cet-15743	69	2	1	1	NUM
cet-15743	69	3	:	:	PUNCT
cet-15743	69	4	conceptual	conceptual	ADJ
cet-15743	69	5	workflow	workflow	NOUN
cet-15743	69	6	of	of	ADP
cet-15743	69	7	als	als	NOUN
cet-15743	69	8	point	point	NOUN
cet-15743	69	9	cloud	cloud	NOUN
cet-15743	69	10	upsampling	upsample	VERB
cet-15743	69	11	from	from	ADP
cet-15743	69	12	data	datum	NOUN
cet-15743	69	13	acquisition	acquisition	NOUN
cet-15743	69	14	to	to	ADP
cet-15743	69	15	derived	derived	ADJ
cet-15743	69	16	products	product	NOUN
cet-15743	69	17	and	and	CCONJ
cet-15743	69	18	decision	decision	NOUN
cet-15743	69	19	support	support	NOUN
cet-15743	69	20	(	(	PUNCT
cet-15743	69	21	source	source	NOUN
cet-15743	69	22	:	:	PUNCT
cet-15743	69	23	own	own	ADJ
cet-15743	69	24	creation	creation	NOUN
cet-15743	69	25	)	)	PUNCT
cet-15743	69	26	93	93	NUM
cet-15743	69	27	3	3	X
cet-15743	69	28	.	.	X
cet-15743	70	1	approach	approach	NOUN
cet-15743	70	2	to	to	ADP
cet-15743	70	3	airborne	airborne	ADJ
cet-15743	70	4	lidar	lidar	NOUN
cet-15743	70	5	upsampling	upsample	VERB
cet-15743	70	6	the	the	DET
cet-15743	70	7	proposed	propose	VERB
cet-15743	70	8	methodological	methodological	ADJ
cet-15743	70	9	framework	framework	NOUN
cet-15743	70	10	for	for	ADP
cet-15743	70	11	pu	pu	PROPN
cet-15743	70	12	aims	aim	VERB
cet-15743	70	13	to	to	PART
cet-15743	70	14	mitigate	mitigate	VERB
cet-15743	70	15	the	the	DET
cet-15743	70	16	shortcomings	shortcoming	NOUN
cet-15743	70	17	of	of	ADP
cet-15743	70	18	low	low	ADJ
cet-15743	70	19	-	-	PUNCT
cet-15743	70	20	density	density	NOUN
cet-15743	70	21	light	light	NOUN
cet-15743	70	22	detection	detection	NOUN
cet-15743	70	23	and	and	CCONJ
cet-15743	70	24	ranging	ranging	NOUN
cet-15743	70	25	(	(	PUNCT
cet-15743	70	26	lidar	lidar	NOUN
cet-15743	70	27	)	)	PUNCT
cet-15743	70	28	acquisitions	acquisition	NOUN
cet-15743	70	29	by	by	ADP
cet-15743	70	30	creating	create	VERB
cet-15743	70	31	enriched	enrich	VERB
cet-15743	70	32	datasets	dataset	NOUN
cet-15743	70	33	that	that	PRON
cet-15743	70	34	enhance	enhance	VERB
cet-15743	70	35	the	the	DET
cet-15743	70	36	capabilities	capability	NOUN
cet-15743	70	37	for	for	ADP
cet-15743	70	38	environmental	environmental	ADJ
cet-15743	70	39	monitoring	monitoring	NOUN
cet-15743	70	40	,	,	PUNCT
cet-15743	70	41	resource	resource	NOUN
cet-15743	70	42	management	management	NOUN
cet-15743	70	43	,	,	PUNCT
cet-15743	70	44	and	and	CCONJ
cet-15743	70	45	planning	plan	VERB
cet-15743	70	46	for	for	ADP
cet-15743	70	47	sustainability	sustainability	NOUN
cet-15743	70	48	over	over	ADP
cet-15743	70	49	time	time	NOUN
cet-15743	70	50	.	.	PUNCT
cet-15743	71	1	this	this	DET
cet-15743	71	2	framework	framework	NOUN
cet-15743	71	3	utilizes	utilize	VERB
cet-15743	71	4	a	a	DET
cet-15743	71	5	modular	modular	ADJ
cet-15743	71	6	design	design	NOUN
cet-15743	71	7	that	that	PRON
cet-15743	71	8	permits	permit	VERB
cet-15743	71	9	the	the	DET
cet-15743	71	10	inclusion	inclusion	NOUN
cet-15743	71	11	of	of	ADP
cet-15743	71	12	various	various	ADJ
cet-15743	71	13	data	datum	NOUN
cet-15743	71	14	types	type	NOUN
cet-15743	71	15	,	,	PUNCT
cet-15743	71	16	methods	method	NOUN
cet-15743	71	17	of	of	ADP
cet-15743	71	18	algorithms	algorithm	NOUN
cet-15743	71	19	,	,	PUNCT
cet-15743	71	20	and	and	CCONJ
cet-15743	71	21	methods	method	NOUN
cet-15743	71	22	of	of	ADP
cet-15743	71	23	computation	computation	NOUN
cet-15743	71	24	,	,	PUNCT
cet-15743	71	25	while	while	SCONJ
cet-15743	71	26	maintaining	maintain	VERB
cet-15743	71	27	a	a	DET
cet-15743	71	28	logical	logical	ADJ
cet-15743	71	29	and	and	CCONJ
cet-15743	71	30	reproducible	reproducible	ADJ
cet-15743	71	31	order	order	NOUN
cet-15743	71	32	,	,	PUNCT
cet-15743	71	33	which	which	PRON
cet-15743	71	34	is	be	AUX
cet-15743	71	35	beneficial	beneficial	ADJ
cet-15743	71	36	for	for	ADP
cet-15743	71	37	the	the	DET
cet-15743	71	38	integrity	integrity	NOUN
cet-15743	71	39	of	of	ADP
cet-15743	71	40	the	the	DET
cet-15743	71	41	workflow	workflow	NOUN
cet-15743	71	42	.	.	PUNCT
cet-15743	72	1	this	this	DET
cet-15743	72	2	modular	modular	ADJ
cet-15743	72	3	design	design	NOUN
cet-15743	72	4	will	will	AUX
cet-15743	72	5	allow	allow	VERB
cet-15743	72	6	for	for	ADP
cet-15743	72	7	the	the	DET
cet-15743	72	8	adaptation	adaptation	NOUN
cet-15743	72	9	of	of	ADP
cet-15743	72	10	the	the	DET
cet-15743	72	11	framework	framework	NOUN
cet-15743	72	12	to	to	ADP
cet-15743	72	13	a	a	DET
cet-15743	72	14	multitude	multitude	NOUN
cet-15743	72	15	of	of	ADP
cet-15743	72	16	applications	application	NOUN
cet-15743	72	17	,	,	PUNCT
cet-15743	72	18	geographic	geographic	ADJ
cet-15743	72	19	locations	location	NOUN
cet-15743	72	20	,	,	PUNCT
cet-15743	72	21	and	and	CCONJ
cet-15743	72	22	technical	technical	ADJ
cet-15743	72	23	limitations	limitation	NOUN
cet-15743	72	24	,	,	PUNCT
cet-15743	72	25	while	while	SCONJ
cet-15743	72	26	allowing	allow	VERB
cet-15743	72	27	continued	continue	VERB
cet-15743	72	28	processing	processing	NOUN
cet-15743	72	29	and	and	CCONJ
cet-15743	72	30	re	re	NOUN
cet-15743	72	31	-	-	NOUN
cet-15743	72	32	use	use	NOUN
cet-15743	72	33	of	of	ADP
cet-15743	72	34	sampling	sample	VERB
cet-15743	72	35	whenever	whenever	SCONJ
cet-15743	72	36	appropriate	appropriate	ADJ
cet-15743	72	37	,	,	PUNCT
cet-15743	72	38	presenting	present	VERB
cet-15743	72	39	both	both	CCONJ
cet-15743	72	40	adaptability	adaptability	NOUN
cet-15743	72	41	and	and	CCONJ
cet-15743	72	42	scalability	scalability	NOUN
cet-15743	72	43	.	.	PUNCT
cet-15743	73	1	the	the	DET
cet-15743	73	2	als	als	NOUN
cet-15743	73	3	data	datum	NOUN
cet-15743	73	4	collection	collection	NOUN
cet-15743	73	5	process	process	NOUN
cet-15743	73	6	begins	begin	VERB
cet-15743	73	7	with	with	ADP
cet-15743	73	8	the	the	DET
cet-15743	73	9	acquisition	acquisition	NOUN
cet-15743	73	10	of	of	ADP
cet-15743	73	11	the	the	DET
cet-15743	73	12	pcs	pc	NOUN
cet-15743	73	13	,	,	PUNCT
cet-15743	73	14	which	which	PRON
cet-15743	73	15	are	be	AUX
cet-15743	73	16	typically	typically	ADV
cet-15743	73	17	collected	collect	VERB
cet-15743	73	18	through	through	ADP
cet-15743	73	19	a	a	DET
cet-15743	73	20	national	national	ADJ
cet-15743	73	21	mapping	mapping	NOUN
cet-15743	73	22	agency	agency	NOUN
cet-15743	73	23	,	,	PUNCT
cet-15743	73	24	an	an	DET
cet-15743	73	25	airborne	airborne	ADJ
cet-15743	73	26	survey	survey	NOUN
cet-15743	73	27	focused	focus	VERB
cet-15743	73	28	on	on	ADP
cet-15743	73	29	research	research	NOUN
cet-15743	73	30	purposes	purpose	NOUN
cet-15743	73	31	,	,	PUNCT
cet-15743	73	32	or	or	CCONJ
cet-15743	73	33	publicly	publicly	ADV
cet-15743	73	34	available	available	ADJ
cet-15743	73	35	from	from	ADP
cet-15743	73	36	various	various	ADJ
cet-15743	73	37	governmental	governmental	ADJ
cet-15743	73	38	and	and	CCONJ
cet-15743	73	39	scientific	scientific	ADJ
cet-15743	73	40	institutions	institution	NOUN
cet-15743	73	41	.	.	PUNCT
cet-15743	74	1	the	the	DET
cet-15743	74	2	data	data	NOUN
cet-15743	74	3	is	be	AUX
cet-15743	74	4	most	most	ADV
cet-15743	74	5	often	often	ADV
cet-15743	74	6	stored	store	VERB
cet-15743	74	7	as	as	ADP
cet-15743	74	8	las	las	NOUN
cet-15743	74	9	or	or	CCONJ
cet-15743	74	10	laz	laz	ADJ
cet-15743	74	11	files	file	NOUN
cet-15743	74	12	because	because	SCONJ
cet-15743	74	13	of	of	ADP
cet-15743	74	14	the	the	DET
cet-15743	74	15	compatibility	compatibility	NOUN
cet-15743	74	16	with	with	ADP
cet-15743	74	17	numerous	numerous	ADJ
cet-15743	74	18	lidar	lidar	NOUN
cet-15743	74	19	processing	processing	NOUN
cet-15743	74	20	tools	tool	NOUN
cet-15743	74	21	,	,	PUNCT
cet-15743	74	22	although	although	SCONJ
cet-15743	74	23	ply	ply	NOUN
cet-15743	74	24	and	and	CCONJ
cet-15743	74	25	similar	similar	ADJ
cet-15743	74	26	3d	3d	PROPN
cet-15743	74	27	formats	format	NOUN
cet-15743	74	28	are	be	AUX
cet-15743	74	29	also	also	ADV
cet-15743	74	30	available	available	ADJ
cet-15743	74	31	,	,	PUNCT
cet-15743	74	32	particularly	particularly	ADV
cet-15743	74	33	for	for	ADP
cet-15743	74	34	research	research	NOUN
cet-15743	74	35	purposes	purpose	NOUN
cet-15743	74	36	.	.	PUNCT
cet-15743	75	1	the	the	DET
cet-15743	75	2	point	point	NOUN
cet-15743	75	3	density	density	NOUN
cet-15743	75	4	of	of	ADP
cet-15743	75	5	the	the	DET
cet-15743	75	6	pcs	pc	NOUN
cet-15743	75	7	is	be	AUX
cet-15743	75	8	also	also	ADV
cet-15743	75	9	variable	variable	ADJ
cet-15743	75	10	depending	depend	VERB
cet-15743	75	11	on	on	ADP
cet-15743	75	12	flight	flight	NOUN
cet-15743	75	13	altitude	altitude	NOUN
cet-15743	75	14	,	,	PUNCT
cet-15743	75	15	pulse	pulse	NOUN
cet-15743	75	16	repetition	repetition	NOUN
cet-15743	75	17	frequency	frequency	NOUN
cet-15743	75	18	,	,	PUNCT
cet-15743	75	19	scanning	scan	VERB
cet-15743	75	20	angle	angle	NOUN
cet-15743	75	21	,	,	PUNCT
cet-15743	75	22	and	and	CCONJ
cet-15743	75	23	other	other	ADJ
cet-15743	75	24	limitations	limitation	NOUN
cet-15743	75	25	due	due	ADP
cet-15743	75	26	to	to	ADP
cet-15743	75	27	ambient	ambient	ADJ
cet-15743	75	28	conditions	condition	NOUN
cet-15743	75	29	like	like	ADP
cet-15743	75	30	vegetation	vegetation	NOUN
cet-15743	75	31	cover	cover	NOUN
cet-15743	75	32	or	or	CCONJ
cet-15743	75	33	atmospheric	atmospheric	ADJ
cet-15743	75	34	conditions	condition	NOUN
cet-15743	75	35	.	.	PUNCT
cet-15743	76	1	in	in	ADP
cet-15743	76	2	a	a	DET
cet-15743	76	3	lot	lot	NOUN
cet-15743	76	4	of	of	ADP
cet-15743	76	5	cases	case	NOUN
cet-15743	76	6	,	,	PUNCT
cet-15743	76	7	the	the	DET
cet-15743	76	8	native	native	ADJ
cet-15743	76	9	resolution	resolution	NOUN
cet-15743	76	10	may	may	AUX
cet-15743	76	11	be	be	AUX
cet-15743	76	12	suitable	suitable	ADJ
cet-15743	76	13	for	for	ADP
cet-15743	76	14	large	large	ADJ
cet-15743	76	15	-	-	PUNCT
cet-15743	76	16	scale	scale	NOUN
cet-15743	76	17	mapping	mapping	NOUN
cet-15743	76	18	but	but	CCONJ
cet-15743	76	19	not	not	PART
cet-15743	76	20	for	for	ADP
cet-15743	76	21	detailed	detailed	ADJ
cet-15743	76	22	assessments	assessment	NOUN
cet-15743	76	23	that	that	PRON
cet-15743	76	24	need	need	VERB
cet-15743	76	25	to	to	PART
cet-15743	76	26	have	have	VERB
cet-15743	76	27	fine	fine	ADJ
cet-15743	76	28	-	-	PUNCT
cet-15743	76	29	scale	scale	NOUN
cet-15743	76	30	representations	representation	NOUN
cet-15743	76	31	of	of	ADP
cet-15743	76	32	terrain	terrain	NOUN
cet-15743	76	33	morphology	morphology	NOUN
cet-15743	76	34	,	,	PUNCT
cet-15743	76	35	canopy	canopy	NOUN
cet-15743	76	36	architecture	architecture	NOUN
cet-15743	76	37	,	,	PUNCT
cet-15743	76	38	or	or	CCONJ
cet-15743	76	39	human	human	NOUN
cet-15743	76	40	-	-	PUNCT
cet-15743	76	41	used	use	VERB
cet-15743	76	42	features	feature	NOUN
cet-15743	76	43	.	.	PUNCT
cet-15743	77	1	processing	processing	NOUN
cet-15743	77	2	is	be	AUX
cet-15743	77	3	a	a	DET
cet-15743	77	4	key	key	ADJ
cet-15743	77	5	step	step	NOUN
cet-15743	77	6	for	for	ADP
cet-15743	77	7	ensuring	ensure	VERB
cet-15743	77	8	that	that	SCONJ
cet-15743	77	9	the	the	DET
cet-15743	77	10	subsequent	subsequent	ADJ
cet-15743	77	11	pu	pu	PROPN
cet-15743	77	12	methods	method	NOUN
cet-15743	77	13	are	be	AUX
cet-15743	77	14	based	base	VERB
cet-15743	77	15	on	on	ADP
cet-15743	77	16	clean	clean	ADJ
cet-15743	77	17	and	and	CCONJ
cet-15743	77	18	consistent	consistent	ADJ
cet-15743	77	19	input	input	NOUN
cet-15743	77	20	data	datum	NOUN
cet-15743	77	21	.	.	PUNCT
cet-15743	78	1	processing	processing	NOUN
cet-15743	78	2	generally	generally	ADV
cet-15743	78	3	involves	involve	VERB
cet-15743	78	4	identifying	identify	VERB
cet-15743	78	5	and	and	CCONJ
cet-15743	78	6	eliminating	eliminate	VERB
cet-15743	78	7	noise	noise	NOUN
cet-15743	78	8	and	and	CCONJ
cet-15743	78	9	statistical	statistical	ADJ
cet-15743	78	10	outliers	outlier	NOUN
cet-15743	78	11	due	due	ADP
cet-15743	78	12	to	to	ADP
cet-15743	78	13	sensor	sensor	NOUN
cet-15743	78	14	error	error	NOUN
cet-15743	78	15	,	,	PUNCT
cet-15743	78	16	atmospheric	atmospheric	ADJ
cet-15743	78	17	effects	effect	NOUN
cet-15743	78	18	,	,	PUNCT
cet-15743	78	19	or	or	CCONJ
cet-15743	78	20	incorrect	incorrect	ADJ
cet-15743	78	21	classifications	classification	NOUN
cet-15743	78	22	in	in	ADP
cet-15743	78	23	the	the	DET
cet-15743	78	24	initial	initial	ADJ
cet-15743	78	25	ground	ground	NOUN
cet-15743	78	26	filtering	filtering	NOUN
cet-15743	78	27	.	.	PUNCT
cet-15743	79	1	elevation	elevation	NOUN
cet-15743	79	2	normalization	normalization	NOUN
cet-15743	79	3	is	be	AUX
cet-15743	79	4	applied	apply	VERB
cet-15743	79	5	to	to	PART
cet-15743	79	6	convert	convert	VERB
cet-15743	79	7	raw	raw	ADJ
cet-15743	79	8	height	height	NOUN
cet-15743	79	9	into	into	ADP
cet-15743	79	10	a	a	DET
cet-15743	79	11	consistent	consistent	ADJ
cet-15743	79	12	vertical	vertical	ADJ
cet-15743	79	13	reference	reference	NOUN
cet-15743	79	14	system	system	NOUN
cet-15743	79	15	,	,	PUNCT
cet-15743	79	16	typically	typically	ADV
cet-15743	79	17	using	use	VERB
cet-15743	79	18	geoid	geoid	NOUN
cet-15743	79	19	or	or	CCONJ
cet-15743	79	20	ellipsoid	ellipsoid	VERB
cet-15743	79	21	corrections	correction	NOUN
cet-15743	79	22	to	to	PART
cet-15743	79	23	ensure	ensure	VERB
cet-15743	79	24	consistency	consistency	NOUN
cet-15743	79	25	when	when	SCONJ
cet-15743	79	26	integrating	integrate	VERB
cet-15743	79	27	data	datum	NOUN
cet-15743	79	28	from	from	ADP
cet-15743	79	29	multiple	multiple	ADJ
cet-15743	79	30	sources	source	NOUN
cet-15743	79	31	.	.	PUNCT
cet-15743	80	1	ancillary	ancillary	ADJ
cet-15743	80	2	properties	property	NOUN
cet-15743	80	3	such	such	ADJ
cet-15743	80	4	as	as	ADP
cet-15743	80	5	return	return	NOUN
cet-15743	80	6	intensity	intensity	NOUN
cet-15743	80	7	,	,	PUNCT
cet-15743	80	8	classifications	classification	NOUN
cet-15743	80	9	(	(	PUNCT
cet-15743	80	10	land	land	NOUN
cet-15743	80	11	use	use	NOUN
cet-15743	80	12	,	,	PUNCT
cet-15743	80	13	ground	ground	NOUN
cet-15743	80	14	cover	cover	NOUN
cet-15743	80	15	,	,	PUNCT
cet-15743	80	16	etc	etc	X
cet-15743	80	17	.	.	X
cet-15743	80	18	)	)	PUNCT
cet-15743	80	19	,	,	PUNCT
cet-15743	80	20	and	and	CCONJ
cet-15743	80	21	rgb	rgb	PROPN
cet-15743	80	22	colour	colour	NOUN
cet-15743	80	23	values	value	NOUN
cet-15743	80	24	should	should	AUX
cet-15743	80	25	also	also	ADV
cet-15743	80	26	be	be	AUX
cet-15743	80	27	preserved	preserve	VERB
cet-15743	80	28	and	and	CCONJ
cet-15743	80	29	,	,	PUNCT
cet-15743	80	30	where	where	SCONJ
cet-15743	80	31	applicable	applicable	ADJ
cet-15743	80	32	,	,	PUNCT
cet-15743	80	33	normalized	normalize	VERB
cet-15743	80	34	or	or	CCONJ
cet-15743	80	35	resampled	resample	VERB
cet-15743	80	36	so	so	SCONJ
cet-15743	80	37	that	that	SCONJ
cet-15743	80	38	they	they	PRON
cet-15743	80	39	can	can	AUX
cet-15743	80	40	be	be	AUX
cet-15743	80	41	propagated	propagate	VERB
cet-15743	80	42	through	through	ADP
cet-15743	80	43	the	the	DET
cet-15743	80	44	same	same	ADJ
cet-15743	80	45	pu	pu	PROPN
cet-15743	80	46	process	process	NOUN
cet-15743	80	47	,	,	PUNCT
cet-15743	80	48	undistorted	undistorted	ADJ
cet-15743	80	49	or	or	CCONJ
cet-15743	80	50	misaligned	misaligned	ADJ
cet-15743	80	51	.	.	PUNCT
cet-15743	81	1	proportionately	proportionately	ADV
cet-15743	81	2	preparing	prepare	VERB
cet-15743	81	3	ancillary	ancillary	ADJ
cet-15743	81	4	properties	property	NOUN
cet-15743	81	5	will	will	AUX
cet-15743	81	6	also	also	ADV
cet-15743	81	7	allow	allow	VERB
cet-15743	81	8	access	access	NOUN
cet-15743	81	9	to	to	ADP
cet-15743	81	10	more	more	ADV
cet-15743	81	11	advanced	advanced	ADJ
cet-15743	81	12	modelling	modelling	NOUN
cet-15743	81	13	procedures	procedure	NOUN
cet-15743	81	14	and	and	CCONJ
cet-15743	81	15	frameworks	framework	NOUN
cet-15743	81	16	,	,	PUNCT
cet-15743	81	17	which	which	PRON
cet-15743	81	18	might	might	AUX
cet-15743	81	19	use	use	VERB
cet-15743	81	20	both	both	PRON
cet-15743	81	21	geometry	geometry	NOUN
cet-15743	81	22	and	and	CCONJ
cet-15743	81	23	radiometric	radiometric	ADJ
cet-15743	81	24	information	information	NOUN
cet-15743	81	25	.	.	PUNCT
cet-15743	82	1	the	the	DET
cet-15743	82	2	pu	pu	PROPN
cet-15743	82	3	process	process	NOUN
cet-15743	82	4	is	be	AUX
cet-15743	82	5	the	the	DET
cet-15743	82	6	central	central	ADJ
cet-15743	82	7	focus	focus	NOUN
cet-15743	82	8	of	of	ADP
cet-15743	82	9	the	the	DET
cet-15743	82	10	framework	framework	NOUN
cet-15743	82	11	,	,	PUNCT
cet-15743	82	12	and	and	CCONJ
cet-15743	82	13	it	it	PRON
cet-15743	82	14	can	can	AUX
cet-15743	82	15	be	be	AUX
cet-15743	82	16	executed	execute	VERB
cet-15743	82	17	in	in	ADP
cet-15743	82	18	many	many	ADJ
cet-15743	82	19	different	different	ADJ
cet-15743	82	20	methodological	methodological	ADJ
cet-15743	82	21	families	family	NOUN
cet-15743	82	22	.	.	PUNCT
cet-15743	83	1	traditional	traditional	ADJ
cet-15743	83	2	methods	method	NOUN
cet-15743	83	3	such	such	ADJ
cet-15743	83	4	as	as	ADP
cet-15743	83	5	triangulated	triangulate	VERB
cet-15743	83	6	irregular	irregular	ADJ
cet-15743	83	7	network	network	NOUN
cet-15743	83	8	-	-	PUNCT
cet-15743	83	9	based	base	VERB
cet-15743	83	10	(	(	PUNCT
cet-15743	83	11	tin	tin	NOUN
cet-15743	83	12	)	)	PUNCT
cet-15743	83	13	,	,	PUNCT
cet-15743	83	14	inverse	inverse	NOUN
cet-15743	83	15	distance	distance	NOUN
cet-15743	83	16	weighting	weighting	NOUN
cet-15743	83	17	(	(	PUNCT
cet-15743	83	18	idw	idw	PROPN
cet-15743	83	19	)	)	PUNCT
cet-15743	83	20	,	,	PUNCT
cet-15743	83	21	and	and	CCONJ
cet-15743	83	22	kriging	krige	VERB
cet-15743	83	23	methods	method	NOUN
cet-15743	83	24	are	be	AUX
cet-15743	83	25	user	user	NOUN
cet-15743	83	26	-	-	PUNCT
cet-15743	83	27	friendly	friendly	ADJ
cet-15743	83	28	and	and	CCONJ
cet-15743	83	29	computationally	computationally	ADV
cet-15743	83	30	inexpensive	inexpensive	ADJ
cet-15743	83	31	.	.	PUNCT
cet-15743	84	1	however	however	ADV
cet-15743	84	2	,	,	PUNCT
cet-15743	84	3	they	they	PRON
cet-15743	84	4	are	be	AUX
cet-15743	84	5	subject	subject	ADJ
cet-15743	84	6	to	to	ADP
cet-15743	84	7	oversmoothing	oversmoothing	NOUN
cet-15743	84	8	and	and	CCONJ
cet-15743	84	9	degradation	degradation	NOUN
cet-15743	84	10	of	of	ADP
cet-15743	84	11	detailed	detailed	ADJ
cet-15743	84	12	structural	structural	ADJ
cet-15743	84	13	information	information	NOUN
cet-15743	84	14	.	.	PUNCT
cet-15743	85	1	optimization	optimization	NOUN
cet-15743	85	2	-	-	PUNCT
cet-15743	85	3	based	base	VERB
cet-15743	85	4	methods	method	NOUN
cet-15743	85	5	attempt	attempt	VERB
cet-15743	85	6	to	to	PART
cet-15743	85	7	enhance	enhance	VERB
cet-15743	85	8	spatial	spatial	ADJ
cet-15743	85	9	uniformity	uniformity	NOUN
cet-15743	85	10	,	,	PUNCT
cet-15743	85	11	stabilize	stabilize	VERB
cet-15743	85	12	structural	structural	ADJ
cet-15743	85	13	elements	element	NOUN
cet-15743	85	14	,	,	PUNCT
cet-15743	85	15	or	or	CCONJ
cet-15743	85	16	both	both	PRON
cet-15743	85	17	by	by	ADP
cet-15743	85	18	exploring	explore	VERB
cet-15743	85	19	the	the	DET
cet-15743	85	20	problem	problem	NOUN
cet-15743	85	21	through	through	ADP
cet-15743	85	22	the	the	DET
cet-15743	85	23	lens	lens	NOUN
cet-15743	85	24	of	of	ADP
cet-15743	85	25	energy	energy	NOUN
cet-15743	85	26	minimization	minimization	NOUN
cet-15743	85	27	.	.	PUNCT
cet-15743	86	1	in	in	ADP
cet-15743	86	2	recent	recent	ADJ
cet-15743	86	3	years	year	NOUN
cet-15743	86	4	,	,	PUNCT
cet-15743	86	5	dl	dl	NOUN
cet-15743	86	6	-	-	PUNCT
cet-15743	86	7	based	base	VERB
cet-15743	86	8	approaches	approach	NOUN
cet-15743	86	9	to	to	ADP
cet-15743	86	10	pu	pu	PROPN
cet-15743	86	11	have	have	AUX
cet-15743	86	12	presented	present	VERB
cet-15743	86	13	a	a	DET
cet-15743	86	14	fruitful	fruitful	ADJ
cet-15743	86	15	direction	direction	NOUN
cet-15743	86	16	by	by	ADP
cet-15743	86	17	employing	employ	VERB
cet-15743	86	18	deep	deep	ADJ
cet-15743	86	19	neural	neural	ADJ
cet-15743	86	20	architectures	architecture	NOUN
cet-15743	86	21	to	to	PART
cet-15743	86	22	learn	learn	VERB
cet-15743	86	23	the	the	DET
cet-15743	86	24	geometry	geometry	NOUN
cet-15743	86	25	structure	structure	NOUN
cet-15743	86	26	and	and	CCONJ
cet-15743	86	27	fine	fine	ADJ
cet-15743	86	28	details	detail	NOUN
cet-15743	86	29	.	.	PUNCT
cet-15743	87	1	the	the	DET
cet-15743	87	2	first	first	ADJ
cet-15743	87	3	end	end	NOUN
cet-15743	87	4	-	-	PUNCT
cet-15743	87	5	to	to	ADP
cet-15743	87	6	-	-	PUNCT
cet-15743	87	7	end	end	NOUN
cet-15743	87	8	framework	framework	NOUN
cet-15743	87	9	to	to	PART
cet-15743	87	10	learn	learn	VERB
cet-15743	87	11	multi	multi	ADJ
cet-15743	87	12	-	-	ADJ
cet-15743	87	13	scale	scale	ADJ
cet-15743	87	14	point	point	NOUN
cet-15743	87	15	features	feature	VERB
cet-15743	87	16	directly	directly	ADV
cet-15743	87	17	into	into	ADP
cet-15743	87	18	densely	densely	ADV
cet-15743	87	19	sampled	sample	VERB
cet-15743	87	20	point	point	NOUN
cet-15743	87	21	sets	set	NOUN
cet-15743	87	22	from	from	ADP
cet-15743	87	23	sparse	sparse	ADJ
cet-15743	87	24	inputs	input	NOUN
cet-15743	87	25	is	be	AUX
cet-15743	87	26	punet	punet	NOUN
cet-15743	87	27	(	(	PUNCT
cet-15743	87	28	yu	yu	PROPN
cet-15743	87	29	et	et	PROPN
cet-15743	87	30	al	al	PROPN
cet-15743	87	31	.	.	PROPN
cet-15743	87	32	,	,	PUNCT
cet-15743	87	33	2018	2018	NUM
cet-15743	87	34	)	)	PUNCT
cet-15743	87	35	.	.	PUNCT
cet-15743	88	1	they	they	PRON
cet-15743	88	2	model	model	VERB
cet-15743	88	3	a	a	DET
cet-15743	88	4	point	point	NOUN
cet-15743	88	5	-	-	PUNCT
cet-15743	88	6	wise	wise	ADJ
cet-15743	88	7	neural	neural	ADJ
cet-15743	88	8	network	network	NOUN
cet-15743	88	9	architecture	architecture	NOUN
cet-15743	88	10	with	with	ADP
cet-15743	88	11	a	a	DET
cet-15743	88	12	focus	focus	NOUN
cet-15743	88	13	on	on	ADP
cet-15743	88	14	multi	multi	ADJ
cet-15743	88	15	-	-	ADJ
cet-15743	88	16	scale	scale	ADJ
cet-15743	88	17	features	feature	NOUN
cet-15743	88	18	to	to	PART
cet-15743	88	19	create	create	VERB
cet-15743	88	20	uniform	uniform	ADJ
cet-15743	88	21	point	point	NOUN
cet-15743	88	22	distributions	distribution	NOUN
cet-15743	88	23	.	.	PUNCT
cet-15743	89	1	mpu	mpu	NOUN
cet-15743	89	2	(	(	PUNCT
cet-15743	89	3	yifan	yifan	PROPN
cet-15743	89	4	et	et	PROPN
cet-15743	89	5	al	al	PROPN
cet-15743	89	6	.	.	PROPN
cet-15743	89	7	,	,	PUNCT
cet-15743	89	8	2019	2019	NUM
cet-15743	89	9	)	)	PUNCT
cet-15743	89	10	next	next	ADV
cet-15743	89	11	conceptualizes	conceptualize	VERB
cet-15743	89	12	a	a	DET
cet-15743	89	13	patch	patch	NOUN
cet-15743	89	14	-	-	PUNCT
cet-15743	89	15	based	base	VERB
cet-15743	89	16	progressive	progressive	ADJ
cet-15743	89	17	upsampling	upsample	VERB
cet-15743	89	18	framework	framework	NOUN
cet-15743	89	19	that	that	PRON
cet-15743	89	20	will	will	AUX
cet-15743	89	21	learn	learn	VERB
cet-15743	89	22	to	to	PART
cet-15743	89	23	reconstruct	reconstruct	VERB
cet-15743	89	24	fine	fine	ADV
cet-15743	89	25	-	-	PUNCT
cet-15743	89	26	grained	grain	VERB
cet-15743	89	27	geometric	geometric	ADJ
cet-15743	89	28	structure	structure	NOUN
cet-15743	89	29	through	through	ADP
cet-15743	89	30	progressive	progressive	ADJ
cet-15743	89	31	levels	level	NOUN
cet-15743	89	32	of	of	ADP
cet-15743	89	33	detail	detail	NOUN
cet-15743	89	34	.	.	PUNCT
cet-15743	90	1	subsequently	subsequently	ADV
cet-15743	90	2	,	,	PUNCT
cet-15743	90	3	pu	pu	PROPN
cet-15743	90	4	-	-	PUNCT
cet-15743	90	5	gan	gan	PROPN
cet-15743	90	6	(	(	PUNCT
cet-15743	90	7	li	li	PROPN
cet-15743	90	8	et	et	PROPN
cet-15743	90	9	al	al	PROPN
cet-15743	90	10	.	.	PROPN
cet-15743	90	11	,	,	PUNCT
cet-15743	90	12	2019	2019	NUM
cet-15743	90	13	)	)	PUNCT
cet-15743	90	14	conceptualizes	conceptualize	VERB
cet-15743	90	15	an	an	DET
cet-15743	90	16	adversarial	adversarial	ADJ
cet-15743	90	17	framework	framework	NOUN
cet-15743	90	18	that	that	PRON
cet-15743	90	19	improves	improve	VERB
cet-15743	90	20	point	point	NOUN
cet-15743	90	21	distributions	distribution	NOUN
cet-15743	90	22	to	to	ADP
cet-15743	90	23	uniformity	uniformity	NOUN
cet-15743	90	24	and	and	CCONJ
cet-15743	90	25	surface	surface	NOUN
cet-15743	90	26	proximity	proximity	NOUN
cet-15743	90	27	regardless	regardless	ADV
cet-15743	90	28	of	of	ADP
cet-15743	90	29	the	the	DET
cet-15743	90	30	input	input	NOUN
cet-15743	90	31	density	density	NOUN
cet-15743	90	32	or	or	CCONJ
cet-15743	90	33	perturbation	perturbation	NOUN
cet-15743	90	34	.	.	PUNCT
cet-15743	91	1	lastly	lastly	ADV
cet-15743	91	2	,	,	PUNCT
cet-15743	91	3	pugeonet	pugeonet	PROPN
cet-15743	91	4	(	(	PUNCT
cet-15743	91	5	qian	qian	PROPN
cet-15743	91	6	et	et	PROPN
cet-15743	91	7	al	al	PROPN
cet-15743	91	8	.	.	PROPN
cet-15743	91	9	,	,	PUNCT
cet-15743	91	10	2020	2020	NUM
cet-15743	91	11	)	)	PUNCT
cet-15743	91	12	uses	use	VERB
cet-15743	91	13	a	a	DET
cet-15743	91	14	neural	neural	ADJ
cet-15743	91	15	network	network	NOUN
cet-15743	91	16	to	to	PART
cet-15743	91	17	integrate	integrate	VERB
cet-15743	91	18	discrete	discrete	ADJ
cet-15743	91	19	differential	differential	NOUN
cet-15743	91	20	geometry	geometry	NOUN
cet-15743	91	21	with	with	ADP
cet-15743	91	22	the	the	DET
cet-15743	91	23	upsampling	upsampling	NOUN
cet-15743	91	24	process	process	NOUN
cet-15743	91	25	by	by	ADP
cet-15743	91	26	jointly	jointly	ADV
cet-15743	91	27	learning	learn	VERB
cet-15743	91	28	point	point	NOUN
cet-15743	91	29	coordinates	coordinate	NOUN
cet-15743	91	30	and	and	CCONJ
cet-15743	91	31	normals	normal	NOUN
cet-15743	91	32	and	and	CCONJ
cet-15743	91	33	learning	learn	VERB
cet-15743	91	34	to	to	PART
cet-15743	91	35	represent	represent	VERB
cet-15743	91	36	intrinsic	intrinsic	ADJ
cet-15743	91	37	surface	surface	NOUN
cet-15743	91	38	properties	property	NOUN
cet-15743	91	39	.	.	PUNCT
cet-15743	92	1	these	these	DET
cet-15743	92	2	methods	method	NOUN
cet-15743	92	3	for	for	ADP
cet-15743	92	4	als	als	NOUN
cet-15743	92	5	data	datum	NOUN
cet-15743	92	6	require	require	VERB
cet-15743	92	7	minor	minor	ADJ
cet-15743	92	8	adjustments	adjustment	NOUN
cet-15743	92	9	to	to	ADP
cet-15743	92	10	the	the	DET
cet-15743	92	11	dl	dl	PROPN
cet-15743	92	12	method	method	NOUN
cet-15743	92	13	and	and	CCONJ
cet-15743	92	14	parameters	parameter	NOUN
cet-15743	92	15	to	to	PART
cet-15743	92	16	appropriately	appropriately	ADV
cet-15743	92	17	address	address	VERB
cet-15743	92	18	the	the	DET
cet-15743	92	19	irregular	irregular	ADJ
cet-15743	92	20	point	point	NOUN
cet-15743	92	21	density	density	NOUN
cet-15743	92	22	in	in	ADP
cet-15743	92	23	the	the	DET
cet-15743	92	24	affine	affine	NOUN
cet-15743	92	25	density	density	NOUN
cet-15743	92	26	in	in	ADP
cet-15743	92	27	the	the	DET
cet-15743	92	28	vegetated	vegetate	VERB
cet-15743	92	29	areas	area	NOUN
cet-15743	92	30	,	,	PUNCT
cet-15743	92	31	the	the	DET
cet-15743	92	32	partial	partial	ADJ
cet-15743	92	33	penetration	penetration	NOUN
cet-15743	92	34	of	of	ADP
cet-15743	92	35	laser	laser	NOUN
cet-15743	92	36	pulses	pulse	NOUN
cet-15743	92	37	through	through	ADP
cet-15743	92	38	canopy	canopy	NOUN
cet-15743	92	39	layers	layer	NOUN
cet-15743	92	40	,	,	PUNCT
cet-15743	92	41	and	and	CCONJ
cet-15743	92	42	the	the	DET
cet-15743	92	43	differences	difference	NOUN
cet-15743	92	44	in	in	ADP
cet-15743	92	45	scale	scale	NOUN
cet-15743	92	46	between	between	ADP
cet-15743	92	47	open	open	ADJ
cet-15743	92	48	areas	area	NOUN
cet-15743	92	49	and	and	CCONJ
cet-15743	92	50	heavily	heavily	ADV
cet-15743	92	51	forested	forest	VERB
cet-15743	92	52	areas	area	NOUN
cet-15743	92	53	.	.	PUNCT
cet-15743	93	1	the	the	DET
cet-15743	93	2	post	post	ADJ
cet-15743	93	3	-	-	ADJ
cet-15743	93	4	processing	processing	ADJ
cet-15743	93	5	stage	stage	NOUN
cet-15743	93	6	is	be	AUX
cet-15743	93	7	where	where	SCONJ
cet-15743	93	8	the	the	DET
cet-15743	93	9	output	output	NOUN
cet-15743	93	10	from	from	ADP
cet-15743	93	11	the	the	DET
cet-15743	93	12	upsampling	upsampling	NOUN
cet-15743	93	13	stage	stage	NOUN
cet-15743	93	14	is	be	AUX
cet-15743	93	15	improved	improve	VERB
cet-15743	93	16	to	to	PART
cet-15743	93	17	confirm	confirm	VERB
cet-15743	93	18	that	that	SCONJ
cet-15743	93	19	the	the	DET
cet-15743	93	20	enriched	enrich	VERB
cet-15743	93	21	dataset	dataset	NOUN
cet-15743	93	22	is	be	AUX
cet-15743	93	23	an	an	DET
cet-15743	93	24	accurate	accurate	ADJ
cet-15743	93	25	portrayal	portrayal	NOUN
cet-15743	93	26	(	(	PUNCT
cet-15743	93	27	in	in	ADP
cet-15743	93	28	terms	term	NOUN
cet-15743	93	29	of	of	ADP
cet-15743	93	30	location	location	NOUN
cet-15743	93	31	)	)	PUNCT
cet-15743	93	32	and	and	CCONJ
cet-15743	93	33	is	be	AUX
cet-15743	93	34	of	of	ADP
cet-15743	93	35	sufficient	sufficient	ADJ
cet-15743	93	36	quality	quality	NOUN
cet-15743	93	37	for	for	ADP
cet-15743	93	38	its	its	PRON
cet-15743	93	39	intended	intended	ADJ
cet-15743	93	40	purpose	purpose	NOUN
cet-15743	93	41	.	.	PUNCT
cet-15743	94	1	this	this	PRON
cet-15743	94	2	involves	involve	VERB
cet-15743	94	3	a	a	DET
cet-15743	94	4	second	second	ADJ
cet-15743	94	5	round	round	NOUN
cet-15743	94	6	of	of	ADP
cet-15743	94	7	outlier	outlier	ADJ
cet-15743	94	8	removal	removal	NOUN
cet-15743	94	9	to	to	PART
cet-15743	94	10	eliminate	eliminate	VERB
cet-15743	94	11	artefacts	artefact	NOUN
cet-15743	94	12	caused	cause	VERB
cet-15743	94	13	by	by	ADP
cet-15743	94	14	the	the	DET
cet-15743	94	15	densification	densification	NOUN
cet-15743	94	16	process	process	NOUN
cet-15743	94	17	,	,	PUNCT
cet-15743	94	18	implementation	implementation	NOUN
cet-15743	94	19	of	of	ADP
cet-15743	94	20	uniform	uniform	ADJ
cet-15743	94	21	spacing	spacing	NOUN
cet-15743	94	22	of	of	ADP
cet-15743	94	23	points	point	NOUN
cet-15743	94	24	to	to	PART
cet-15743	94	25	manage	manage	VERB
cet-15743	94	26	clustering	clustering	NOUN
cet-15743	94	27	,	,	PUNCT
cet-15743	94	28	and	and	CCONJ
cet-15743	94	29	the	the	DET
cet-15743	94	30	merging	merging	NOUN
cet-15743	94	31	of	of	ADP
cet-15743	94	32	deltas	delta	NOUN
cet-15743	94	33	with	with	ADP
cet-15743	94	34	the	the	DET
cet-15743	94	35	original	original	ADJ
cet-15743	94	36	dataset	dataset	NOUN
cet-15743	94	37	such	such	ADJ
cet-15743	94	38	that	that	SCONJ
cet-15743	94	39	both	both	DET
cet-15743	94	40	datasets	dataset	NOUN
cet-15743	94	41	remain	remain	VERB
cet-15743	94	42	intact	intact	ADJ
cet-15743	94	43	.	.	PUNCT
cet-15743	95	1	it	it	PRON
cet-15743	95	2	is	be	AUX
cet-15743	95	3	possible	possible	ADJ
cet-15743	95	4	that	that	SCONJ
cet-15743	95	5	this	this	DET
cet-15743	95	6	step	step	NOUN
cet-15743	95	7	involves	involve	VERB
cet-15743	95	8	reclassification	reclassification	NOUN
cet-15743	95	9	of	of	ADP
cet-15743	95	10	points	point	NOUN
cet-15743	95	11	based	base	VERB
cet-15743	95	12	on	on	ADP
cet-15743	95	13	their	their	PRON
cet-15743	95	14	location	location	NOUN
cet-15743	95	15	in	in	ADP
cet-15743	95	16	relation	relation	NOUN
cet-15743	95	17	to	to	ADP
cet-15743	95	18	a	a	DET
cet-15743	95	19	terrain	terrain	NOUN
cet-15743	95	20	model	model	NOUN
cet-15743	95	21	or	or	CCONJ
cet-15743	95	22	canopy	canopy	NOUN
cet-15743	95	23	model	model	NOUN
cet-15743	95	24	,	,	PUNCT
cet-15743	95	25	creating	create	VERB
cet-15743	95	26	thematic	thematic	ADJ
cet-15743	95	27	consistency	consistency	NOUN
cet-15743	95	28	across	across	ADP
cet-15743	95	29	the	the	DET
cet-15743	95	30	dataset	dataset	NOUN
cet-15743	95	31	.	.	PUNCT
cet-15743	96	1	the	the	DET
cet-15743	96	2	advantage	advantage	NOUN
cet-15743	96	3	of	of	ADP
cet-15743	96	4	these	these	DET
cet-15743	96	5	enhanced	enhance	VERB
cet-15743	96	6	pcs	pc	NOUN
cet-15743	96	7	is	be	AUX
cet-15743	96	8	the	the	DET
cet-15743	96	9	generation	generation	NOUN
cet-15743	96	10	of	of	ADP
cet-15743	96	11	higher	high	ADJ
cet-15743	96	12	-	-	PUNCT
cet-15743	96	13	quality	quality	NOUN
cet-15743	96	14	environmental	environmental	ADJ
cet-15743	96	15	products	product	NOUN
cet-15743	96	16	.	.	PUNCT
cet-15743	97	1	dtms	dtms	PROPN
cet-15743	97	2	can	can	AUX
cet-15743	97	3	be	be	AUX
cet-15743	97	4	rebuilt	rebuild	VERB
cet-15743	97	5	with	with	ADP
cet-15743	97	6	better	well	ADJ
cet-15743	97	7	representation	representation	NOUN
cet-15743	97	8	of	of	ADP
cet-15743	97	9	small	small	ADJ
cet-15743	97	10	-	-	PUNCT
cet-15743	97	11	scale	scale	NOUN
cet-15743	97	12	topographic	topographic	NOUN
cet-15743	97	13	features	feature	NOUN
cet-15743	97	14	,	,	PUNCT
cet-15743	97	15	i.e.	i.e.	X
cet-15743	97	16	,	,	PUNCT
cet-15743	97	17	micro	micro	ADJ
cet-15743	97	18	channels	channel	NOUN
cet-15743	97	19	,	,	PUNCT
cet-15743	97	20	embankments	embankment	NOUN
cet-15743	97	21	,	,	PUNCT
cet-15743	97	22	or	or	CCONJ
cet-15743	97	23	small	small	ADJ
cet-15743	97	24	-	-	PUNCT
cet-15743	97	25	scale	scale	NOUN
cet-15743	97	26	erosion	erosion	NOUN
cet-15743	97	27	features	feature	NOUN
cet-15743	97	28	.	.	PUNCT
cet-15743	98	1	chms	chm	NOUN
cet-15743	98	2	will	will	AUX
cet-15743	98	3	have	have	AUX
cet-15743	98	4	increased	increase	VERB
cet-15743	98	5	sampling	sampling	NOUN
cet-15743	98	6	of	of	ADP
cet-15743	98	7	upper	upper	ADJ
cet-15743	98	8	and	and	CCONJ
cet-15743	98	9	lower	low	ADJ
cet-15743	98	10	canopy	canopy	NOUN
cet-15743	98	11	layers	layer	NOUN
cet-15743	98	12	,	,	PUNCT
cet-15743	98	13	allowing	allow	VERB
cet-15743	98	14	for	for	ADP
cet-15743	98	15	more	more	ADV
cet-15743	98	16	accurate	accurate	ADJ
cet-15743	98	17	estimation	estimation	NOUN
cet-15743	98	18	of	of	ADP
cet-15743	98	19	vegetation	vegetation	NOUN
cet-15743	98	20	structure	structure	NOUN
cet-15743	98	21	and	and	CCONJ
cet-15743	98	22	biomass	biomass	NOUN
cet-15743	98	23	.	.	PUNCT
cet-15743	99	1	from	from	ADP
cet-15743	99	2	these	these	DET
cet-15743	99	3	outputs	output	NOUN
cet-15743	99	4	(	(	PUNCT
cet-15743	99	5	dtm	dtm	PROPN
cet-15743	99	6	,	,	PUNCT
cet-15743	99	7	chm	chm	NOUN
cet-15743	99	8	,	,	PUNCT
cet-15743	99	9	vegetation	vegetation	NOUN
cet-15743	99	10	indices	index	NOUN
cet-15743	99	11	,	,	PUNCT
cet-15743	99	12	and	and	CCONJ
cet-15743	99	13	improved	improved	ADJ
cet-15743	99	14	land	land	NOUN
cet-15743	99	15	cover	cover	NOUN
cet-15743	99	16	classifications	classification	NOUN
cet-15743	99	17	)	)	PUNCT
cet-15743	99	18	,	,	PUNCT
cet-15743	99	19	hydrologic	hydrologic	ADJ
cet-15743	99	20	parameters	parameter	NOUN
cet-15743	99	21	will	will	AUX
cet-15743	99	22	be	be	AUX
cet-15743	99	23	more	more	ADV
cet-15743	99	24	robust	robust	ADJ
cet-15743	99	25	for	for	ADP
cet-15743	99	26	watershed	watershe	VERB
cet-15743	99	27	analysis	analysis	NOUN
cet-15743	99	28	as	as	ADV
cet-15743	99	29	well	well	ADV
cet-15743	99	30	.	.	PUNCT
cet-15743	100	1	finally	finally	ADV
cet-15743	100	2	,	,	PUNCT
cet-15743	100	3	these	these	DET
cet-15743	100	4	products	product	NOUN
cet-15743	100	5	will	will	AUX
cet-15743	100	6	be	be	AUX
cet-15743	100	7	the	the	DET
cet-15743	100	8	inputs	input	NOUN
cet-15743	100	9	to	to	ADP
cet-15743	100	10	downstream	downstream	ADJ
cet-15743	100	11	applications	application	NOUN
cet-15743	100	12	ranging	range	VERB
cet-15743	100	13	from	from	ADP
cet-15743	100	14	biodiversity	biodiversity	NOUN
cet-15743	100	15	assessments	assessment	NOUN
cet-15743	100	16	to	to	PART
cet-15743	100	17	risk	risk	VERB
cet-15743	100	18	analysis	analysis	NOUN
cet-15743	100	19	of	of	ADP
cet-15743	100	20	infrastructure	infrastructure	NOUN
cet-15743	100	21	.	.	PUNCT
cet-15743	101	1	94	94	NUM
cet-15743	102	1	it	it	PRON
cet-15743	102	2	is	be	AUX
cet-15743	102	3	important	important	ADJ
cet-15743	102	4	to	to	PART
cet-15743	102	5	incorporate	incorporate	VERB
cet-15743	102	6	validation	validation	NOUN
cet-15743	102	7	and	and	CCONJ
cet-15743	102	8	quality	quality	NOUN
cet-15743	102	9	evaluation	evaluation	NOUN
cet-15743	102	10	to	to	PART
cet-15743	102	11	ensure	ensure	VERB
cet-15743	102	12	the	the	DET
cet-15743	102	13	credibility	credibility	NOUN
cet-15743	102	14	of	of	ADP
cet-15743	102	15	upsampled	upsample	VERB
cet-15743	102	16	products	product	NOUN
cet-15743	102	17	.	.	PUNCT
cet-15743	103	1	for	for	ADP
cet-15743	103	2	example	example	NOUN
cet-15743	103	3	,	,	PUNCT
cet-15743	103	4	geometric	geometric	ADJ
cet-15743	103	5	accuracy	accuracy	NOUN
cet-15743	103	6	can	can	AUX
cet-15743	103	7	be	be	AUX
cet-15743	103	8	measured	measure	VERB
cet-15743	103	9	by	by	ADP
cet-15743	103	10	rmse	rmse	NOUN
cet-15743	103	11	,	,	PUNCT
cet-15743	103	12	chamfer	chamfer	NOUN
cet-15743	103	13	distance	distance	NOUN
cet-15743	103	14	,	,	PUNCT
cet-15743	103	15	and	and	CCONJ
cet-15743	103	16	hausdorff	hausdorff	NOUN
cet-15743	103	17	distance	distance	NOUN
cet-15743	103	18	,	,	PUNCT
cet-15743	103	19	while	while	SCONJ
cet-15743	103	20	thematic	thematic	ADJ
cet-15743	103	21	accuracy	accuracy	NOUN
cet-15743	103	22	may	may	AUX
cet-15743	103	23	be	be	AUX
cet-15743	103	24	evaluated	evaluate	VERB
cet-15743	103	25	by	by	ADP
cet-15743	103	26	the	the	DET
cet-15743	103	27	comparison	comparison	NOUN
cet-15743	103	28	of	of	ADP
cet-15743	103	29	derived	derive	VERB
cet-15743	103	30	dtms	dtms	NOUN
cet-15743	103	31	,	,	PUNCT
cet-15743	103	32	chms	chm	NOUN
cet-15743	103	33	,	,	PUNCT
cet-15743	103	34	or	or	CCONJ
cet-15743	103	35	classification	classification	NOUN
cet-15743	103	36	maps	map	NOUN
cet-15743	103	37	to	to	ADP
cet-15743	103	38	trusted	trust	VERB
cet-15743	103	39	reference	reference	NOUN
cet-15743	103	40	data	datum	NOUN
cet-15743	103	41	.	.	PUNCT
cet-15743	104	1	the	the	DET
cet-15743	104	2	validation	validation	NOUN
cet-15743	104	3	is	be	AUX
cet-15743	104	4	designed	design	VERB
cet-15743	104	5	to	to	PART
cet-15743	104	6	be	be	AUX
cet-15743	104	7	hierarchical	hierarchical	ADJ
cet-15743	104	8	,	,	PUNCT
cet-15743	104	9	where	where	SCONJ
cet-15743	104	10	high	high	ADJ
cet-15743	104	11	-	-	PUNCT
cet-15743	104	12	density	density	NOUN
cet-15743	104	13	airborne	airborne	ADJ
cet-15743	104	14	or	or	CCONJ
cet-15743	104	15	unmanned	unmanned	ADJ
cet-15743	104	16	aerial	aerial	ADJ
cet-15743	104	17	vehicle	vehicle	NOUN
cet-15743	104	18	(	(	PUNCT
cet-15743	104	19	uav)-borne	uav)-borne	ADJ
cet-15743	104	20	lidar	lidar	NOUN
cet-15743	104	21	,	,	PUNCT
cet-15743	104	22	terrestrial	terrestrial	ADJ
cet-15743	104	23	laser	laser	NOUN
cet-15743	104	24	scanning	scanning	NOUN
cet-15743	104	25	,	,	PUNCT
cet-15743	104	26	or	or	CCONJ
cet-15743	104	27	terrestrial	terrestrial	ADJ
cet-15743	104	28	surveys	survey	NOUN
cet-15743	104	29	provide	provide	VERB
cet-15743	104	30	points	point	NOUN
cet-15743	104	31	of	of	ADP
cet-15743	104	32	reference	reference	NOUN
cet-15743	104	33	and	and	CCONJ
cet-15743	104	34	are	be	AUX
cet-15743	104	35	used	use	VERB
cet-15743	104	36	quantitatively	quantitatively	ADV
cet-15743	104	37	and	and	CCONJ
cet-15743	104	38	statistically	statistically	ADV
cet-15743	104	39	to	to	PART
cet-15743	104	40	provide	provide	VERB
cet-15743	104	41	estimates	estimate	NOUN
cet-15743	104	42	of	of	ADP
cet-15743	104	43	performance	performance	NOUN
cet-15743	104	44	both	both	CCONJ
cet-15743	104	45	spatially	spatially	ADV
cet-15743	104	46	and	and	CCONJ
cet-15743	104	47	statistically	statistically	ADV
cet-15743	104	48	.	.	PUNCT
cet-15743	105	1	the	the	DET
cet-15743	105	2	assessment	assessment	NOUN
cet-15743	105	3	of	of	ADP
cet-15743	105	4	performance	performance	NOUN
cet-15743	105	5	through	through	ADP
cet-15743	105	6	validation	validation	NOUN
cet-15743	105	7	and	and	CCONJ
cet-15743	105	8	quality	quality	NOUN
cet-15743	105	9	evaluations	evaluation	NOUN
cet-15743	105	10	can	can	AUX
cet-15743	105	11	help	help	AUX
cet-15743	105	12	identify	identify	VERB
cet-15743	105	13	systematic	systematic	ADJ
cet-15743	105	14	bias	bias	NOUN
cet-15743	105	15	,	,	PUNCT
cet-15743	105	16	localized	localized	ADJ
cet-15743	105	17	errors	error	NOUN
cet-15743	105	18	,	,	PUNCT
cet-15743	105	19	or	or	CCONJ
cet-15743	105	20	conditions	condition	NOUN
cet-15743	105	21	where	where	SCONJ
cet-15743	105	22	some	some	DET
cet-15743	105	23	pu	pu	PROPN
cet-15743	105	24	methods	method	NOUN
cet-15743	105	25	failed	fail	VERB
cet-15743	105	26	to	to	PART
cet-15743	105	27	perform	perform	VERB
cet-15743	105	28	adequately	adequately	ADV
cet-15743	105	29	.	.	PUNCT
cet-15743	106	1	the	the	DET
cet-15743	106	2	framework	framework	NOUN
cet-15743	106	3	is	be	AUX
cet-15743	106	4	intended	intend	VERB
cet-15743	106	5	to	to	PART
cet-15743	106	6	serve	serve	VERB
cet-15743	106	7	as	as	ADP
cet-15743	106	8	part	part	NOUN
cet-15743	106	9	of	of	ADP
cet-15743	106	10	an	an	DET
cet-15743	106	11	operational	operational	ADJ
cet-15743	106	12	workflow	workflow	NOUN
cet-15743	106	13	that	that	PRON
cet-15743	106	14	can	can	AUX
cet-15743	106	15	support	support	VERB
cet-15743	106	16	forestry	forestry	NOUN
cet-15743	106	17	management	management	NOUN
cet-15743	106	18	,	,	PUNCT
cet-15743	106	19	watershed	watershe	VERB
cet-15743	106	20	modelling	modelling	NOUN
cet-15743	106	21	,	,	PUNCT
cet-15743	106	22	protection	protection	NOUN
cet-15743	106	23	of	of	ADP
cet-15743	106	24	coastlines	coastline	NOUN
cet-15743	106	25	,	,	PUNCT
cet-15743	106	26	and	and	CCONJ
cet-15743	106	27	planning	plan	VERB
cet-15743	106	28	for	for	ADP
cet-15743	106	29	conservation	conservation	NOUN
cet-15743	106	30	.	.	PUNCT
cet-15743	107	1	by	by	ADP
cet-15743	107	2	embedding	embed	VERB
cet-15743	107	3	cloud	cloud	NOUN
cet-15743	107	4	-	-	PUNCT
cet-15743	107	5	based	base	VERB
cet-15743	107	6	processing	processing	NOUN
cet-15743	107	7	solutions	solution	NOUN
cet-15743	107	8	,	,	PUNCT
cet-15743	107	9	enabling	enable	VERB
cet-15743	107	10	batch	batch	NOUN
cet-15743	107	11	processing	processing	NOUN
cet-15743	107	12	,	,	PUNCT
cet-15743	107	13	and	and	CCONJ
cet-15743	107	14	eventually	eventually	ADV
cet-15743	107	15	nearly	nearly	ADV
cet-15743	107	16	real	real	ADJ
cet-15743	107	17	-	-	PUNCT
cet-15743	107	18	time	time	NOUN
cet-15743	107	19	processing	processing	NOUN
cet-15743	107	20	,	,	PUNCT
cet-15743	107	21	the	the	DET
cet-15743	107	22	costs	cost	NOUN
cet-15743	107	23	and	and	CCONJ
cet-15743	107	24	environmental	environmental	ADJ
cet-15743	107	25	footprint	footprint	NOUN
cet-15743	107	26	associated	associate	VERB
cet-15743	107	27	with	with	ADP
cet-15743	107	28	aerial	aerial	ADJ
cet-15743	107	29	surveys	survey	NOUN
cet-15743	107	30	can	can	AUX
cet-15743	107	31	be	be	AUX
cet-15743	107	32	reduced	reduce	VERB
cet-15743	107	33	by	by	ADP
cet-15743	107	34	facilitating	facilitate	VERB
cet-15743	107	35	the	the	DET
cet-15743	107	36	use	use	NOUN
cet-15743	107	37	of	of	ADP
cet-15743	107	38	purpose	purpose	NOUN
cet-15743	107	39	-	-	PUNCT
cet-15743	107	40	built	build	VERB
cet-15743	107	41	aerial	aerial	ADJ
cet-15743	107	42	surveys	survey	NOUN
cet-15743	107	43	.	.	PUNCT
cet-15743	108	1	more	more	ADV
cet-15743	108	2	importantly	importantly	ADV
cet-15743	108	3	,	,	PUNCT
cet-15743	108	4	we	we	PRON
cet-15743	108	5	provide	provide	VERB
cet-15743	108	6	a	a	DET
cet-15743	108	7	concrete	concrete	ADJ
cet-15743	108	8	and	and	CCONJ
cet-15743	108	9	flexible	flexible	ADJ
cet-15743	108	10	framework	framework	NOUN
cet-15743	108	11	for	for	ADP
cet-15743	108	12	upsized	upsized	ADJ
cet-15743	108	13	pcs	pc	NOUN
cet-15743	108	14	as	as	ADP
cet-15743	108	15	resolution	resolution	NOUN
cet-15743	108	16	and	and	CCONJ
cet-15743	108	17	needs	need	NOUN
cet-15743	108	18	for	for	ADP
cet-15743	108	19	environmental	environmental	ADJ
cet-15743	108	20	science	science	NOUN
cet-15743	108	21	and	and	CCONJ
cet-15743	108	22	policy	policy	NOUN
cet-15743	108	23	continue	continue	VERB
cet-15743	108	24	to	to	PART
cet-15743	108	25	evolve	evolve	VERB
cet-15743	108	26	.	.	PUNCT
cet-15743	109	1	4	4	X
cet-15743	109	2	.	.	X
cet-15743	109	3	challenges	challenge	NOUN
cet-15743	109	4	and	and	CCONJ
cet-15743	109	5	limitations	limitation	NOUN
cet-15743	109	6	though	though	SCONJ
cet-15743	109	7	pu	pu	PROPN
cet-15743	109	8	clearly	clearly	ADV
cet-15743	109	9	has	have	VERB
cet-15743	109	10	advantages	advantage	NOUN
cet-15743	109	11	for	for	ADP
cet-15743	109	12	improving	improve	VERB
cet-15743	109	13	als	als	NOUN
cet-15743	109	14	datasets	dataset	NOUN
cet-15743	109	15	,	,	PUNCT
cet-15743	109	16	several	several	ADJ
cet-15743	109	17	limitations	limitation	NOUN
cet-15743	109	18	remain	remain	VERB
cet-15743	109	19	.	.	PUNCT
cet-15743	110	1	it	it	PRON
cet-15743	110	2	is	be	AUX
cet-15743	110	3	not	not	PART
cet-15743	110	4	clear	clear	ADJ
cet-15743	110	5	how	how	SCONJ
cet-15743	110	6	models	model	NOUN
cet-15743	110	7	will	will	AUX
cet-15743	110	8	transfer	transfer	VERB
cet-15743	110	9	between	between	ADP
cet-15743	110	10	different	different	ADJ
cet-15743	110	11	landscapes	landscape	NOUN
cet-15743	110	12	,	,	PUNCT
cet-15743	110	13	as	as	SCONJ
cet-15743	110	14	a	a	DET
cet-15743	110	15	given	give	VERB
cet-15743	110	16	model	model	NOUN
cet-15743	110	17	trained	train	VERB
cet-15743	110	18	on	on	ADP
cet-15743	110	19	one	one	NUM
cet-15743	110	20	biome	biome	NOUN
cet-15743	110	21	does	do	AUX
cet-15743	110	22	not	not	PART
cet-15743	110	23	appropriately	appropriately	ADV
cet-15743	110	24	generalize	generalize	VERB
cet-15743	110	25	to	to	ADP
cet-15743	110	26	other	other	ADJ
cet-15743	110	27	biomes	biome	NOUN
cet-15743	110	28	that	that	PRON
cet-15743	110	29	differ	differ	VERB
cet-15743	110	30	significantly	significantly	ADV
cet-15743	110	31	in	in	ADP
cet-15743	110	32	terms	term	NOUN
cet-15743	110	33	of	of	ADP
cet-15743	110	34	canopy	canopy	NOUN
cet-15743	110	35	structure	structure	NOUN
cet-15743	110	36	or	or	CCONJ
cet-15743	110	37	the	the	DET
cet-15743	110	38	morphologies	morphology	NOUN
cet-15743	110	39	of	of	ADP
cet-15743	110	40	the	the	DET
cet-15743	110	41	ground	ground	NOUN
cet-15743	110	42	and	and	CCONJ
cet-15743	110	43	canopy	canopy	NOUN
cet-15743	110	44	.	.	PUNCT
cet-15743	111	1	additionally	additionally	ADV
cet-15743	111	2	,	,	PUNCT
cet-15743	111	3	als	als	VERB
cet-15743	111	4	acquisitions	acquisition	NOUN
cet-15743	111	5	are	be	AUX
cet-15743	111	6	notoriously	notoriously	ADV
cet-15743	111	7	heterogeneous	heterogeneous	ADJ
cet-15743	111	8	(	(	PUNCT
cet-15743	111	9	i.e.	i.e.	X
cet-15743	111	10	,	,	PUNCT
cet-15743	111	11	flight	flight	NOUN
cet-15743	111	12	altitude	altitude	NOUN
cet-15743	111	13	,	,	PUNCT
cet-15743	111	14	scan	scan	ADJ
cet-15743	111	15	angle	angle	NOUN
cet-15743	111	16	,	,	PUNCT
cet-15743	111	17	and	and	CCONJ
cet-15743	111	18	sensor	sensor	NOUN
cet-15743	111	19	specifications	specification	NOUN
cet-15743	111	20	)	)	PUNCT
cet-15743	111	21	,	,	PUNCT
cet-15743	111	22	which	which	PRON
cet-15743	111	23	will	will	AUX
cet-15743	111	24	lead	lead	VERB
cet-15743	111	25	to	to	ADP
cet-15743	111	26	differences	difference	NOUN
cet-15743	111	27	in	in	ADP
cet-15743	111	28	how	how	SCONJ
cet-15743	111	29	pu	pu	PROPN
cet-15743	111	30	workflows	workflow	NOUN
cet-15743	111	31	are	be	AUX
cet-15743	111	32	standardized	standardize	VERB
cet-15743	111	33	.	.	PUNCT
cet-15743	112	1	moreover	moreover	ADV
cet-15743	112	2	,	,	PUNCT
cet-15743	112	3	the	the	DET
cet-15743	112	4	computation	computation	NOUN
cet-15743	112	5	cost	cost	NOUN
cet-15743	112	6	of	of	ADP
cet-15743	112	7	prominent	prominent	ADJ
cet-15743	112	8	dl	dl	PROPN
cet-15743	112	9	methods	method	NOUN
cet-15743	112	10	is	be	AUX
cet-15743	112	11	notable	notable	ADJ
cet-15743	112	12	,	,	PUNCT
cet-15743	112	13	and	and	CCONJ
cet-15743	112	14	if	if	SCONJ
cet-15743	112	15	large	large	ADJ
cet-15743	112	16	-	-	PUNCT
cet-15743	112	17	scale	scale	NOUN
cet-15743	112	18	or	or	CCONJ
cet-15743	112	19	near	near	ADP
cet-15743	112	20	-	-	PUNCT
cet-15743	112	21	real	real	ADJ
cet-15743	112	22	-	-	PUNCT
cet-15743	112	23	time	time	NOUN
cet-15743	112	24	monitoring	monitoring	NOUN
cet-15743	112	25	tasks	task	NOUN
cet-15743	112	26	are	be	AUX
cet-15743	112	27	to	to	PART
cet-15743	112	28	be	be	AUX
cet-15743	112	29	conducted	conduct	VERB
cet-15743	112	30	without	without	ADP
cet-15743	112	31	the	the	DET
cet-15743	112	32	use	use	NOUN
cet-15743	112	33	of	of	ADP
cet-15743	112	34	extensive	extensive	ADJ
cet-15743	112	35	hardware	hardware	NOUN
cet-15743	112	36	resources	resource	NOUN
cet-15743	112	37	,	,	PUNCT
cet-15743	112	38	these	these	DET
cet-15743	112	39	methods	method	NOUN
cet-15743	112	40	remain	remain	VERB
cet-15743	112	41	challenging	challenging	ADJ
cet-15743	112	42	to	to	PART
cet-15743	112	43	implement	implement	VERB
cet-15743	112	44	.	.	PUNCT
cet-15743	113	1	another	another	DET
cet-15743	113	2	important	important	ADJ
cet-15743	113	3	limitation	limitation	NOUN
cet-15743	113	4	is	be	AUX
cet-15743	113	5	the	the	DET
cet-15743	113	6	type	type	NOUN
cet-15743	113	7	of	of	ADP
cet-15743	113	8	artefacts	artefact	NOUN
cet-15743	113	9	/	/	SYM
cet-15743	113	10	biases	bias	NOUN
cet-15743	113	11	that	that	PRON
cet-15743	113	12	arise	arise	VERB
cet-15743	113	13	during	during	ADP
cet-15743	113	14	the	the	DET
cet-15743	113	15	pu	pu	PROPN
cet-15743	113	16	process	process	NOUN
cet-15743	113	17	:	:	PUNCT
cet-15743	113	18	while	while	SCONJ
cet-15743	113	19	the	the	DET
cet-15743	113	20	pc	pc	NOUN
cet-15743	113	21	is	be	AUX
cet-15743	113	22	being	be	AUX
cet-15743	113	23	densified	densifie	VERB
cet-15743	113	24	,	,	PUNCT
cet-15743	113	25	there	there	PRON
cet-15743	113	26	is	be	VERB
cet-15743	113	27	also	also	ADV
cet-15743	113	28	the	the	DET
cet-15743	113	29	potential	potential	NOUN
cet-15743	113	30	to	to	PART
cet-15743	113	31	generate	generate	VERB
cet-15743	113	32	artificial	artificial	ADJ
cet-15743	113	33	structural	structural	ADJ
cet-15743	113	34	patterns	pattern	NOUN
cet-15743	113	35	that	that	PRON
cet-15743	113	36	can	can	AUX
cet-15743	113	37	misrepresent	misrepresent	VERB
cet-15743	113	38	true	true	ADJ
cet-15743	113	39	surface	surface	NOUN
cet-15743	113	40	properties	property	NOUN
cet-15743	113	41	this	this	PRON
cet-15743	113	42	is	be	AUX
cet-15743	113	43	especially	especially	ADV
cet-15743	113	44	true	true	ADJ
cet-15743	113	45	for	for	ADP
cet-15743	113	46	vegetated	vegetate	VERB
cet-15743	113	47	surfaces	surface	NOUN
cet-15743	113	48	where	where	SCONJ
cet-15743	113	49	the	the	DET
cet-15743	113	50	effects	effect	NOUN
cet-15743	113	51	of	of	ADP
cet-15743	113	52	occlusion	occlusion	NOUN
cet-15743	113	53	predominate	predominate	ADJ
cet-15743	113	54	.	.	PUNCT
cet-15743	114	1	as	as	ADP
cet-15743	114	2	such	such	ADJ
cet-15743	114	3	,	,	PUNCT
cet-15743	114	4	it	it	PRON
cet-15743	114	5	is	be	AUX
cet-15743	114	6	important	important	ADJ
cet-15743	114	7	to	to	PART
cet-15743	114	8	consider	consider	VERB
cet-15743	114	9	model	model	NOUN
cet-15743	114	10	selection	selection	NOUN
cet-15743	114	11	,	,	PUNCT
cet-15743	114	12	benchmarking	benchmarke	VERB
cet-15743	114	13	against	against	ADP
cet-15743	114	14	independent	independent	ADJ
cet-15743	114	15	reference	reference	NOUN
cet-15743	114	16	datasets	dataset	NOUN
cet-15743	114	17	,	,	PUNCT
cet-15743	114	18	and	and	CCONJ
cet-15743	114	19	possibly	possibly	ADV
cet-15743	114	20	hybrid	hybrid	ADJ
cet-15743	114	21	methods	method	NOUN
cet-15743	114	22	that	that	PRON
cet-15743	114	23	utilize	utilize	VERB
cet-15743	114	24	deep	deep	ADJ
cet-15743	114	25	learning	learning	NOUN
cet-15743	114	26	with	with	ADP
cet-15743	114	27	physics	physics	NOUN
cet-15743	114	28	-	-	PUNCT
cet-15743	114	29	based	base	VERB
cet-15743	114	30	or	or	CCONJ
cet-15743	114	31	statistical	statistical	ADJ
cet-15743	114	32	models	model	NOUN
cet-15743	114	33	to	to	PART
cet-15743	114	34	improve	improve	VERB
cet-15743	114	35	generalisability	generalisability	NOUN
cet-15743	114	36	and	and	CCONJ
cet-15743	114	37	or	or	CCONJ
cet-15743	114	38	reproducibility	reproducibility	NOUN
cet-15743	114	39	.	.	PUNCT
cet-15743	115	1	5	5	X
cet-15743	115	2	.	.	X
cet-15743	115	3	conclusion	conclusion	NOUN
cet-15743	115	4	and	and	CCONJ
cet-15743	115	5	future	future	ADJ
cet-15743	115	6	directions	direction	NOUN
cet-15743	115	7	further	further	ADJ
cet-15743	115	8	model	model	NOUN
cet-15743	115	9	generalization	generalization	NOUN
cet-15743	115	10	is	be	AUX
cet-15743	115	11	necessary	necessary	ADJ
cet-15743	115	12	,	,	PUNCT
cet-15743	115	13	reducing	reduce	VERB
cet-15743	115	14	computational	computational	ADJ
cet-15743	115	15	requirements	requirement	NOUN
cet-15743	115	16	,	,	PUNCT
cet-15743	115	17	and	and	CCONJ
cet-15743	115	18	ensuring	ensure	VERB
cet-15743	115	19	that	that	SCONJ
cet-15743	115	20	enriched	enriched	ADJ
cet-15743	115	21	pcs	pc	NOUN
cet-15743	115	22	retain	retain	VERB
cet-15743	115	23	geometric	geometric	ADJ
cet-15743	115	24	and	and	CCONJ
cet-15743	115	25	attribute	attribute	NOUN
cet-15743	115	26	information	information	NOUN
cet-15743	115	27	.	.	PUNCT
cet-15743	116	1	future	future	ADJ
cet-15743	116	2	development	development	NOUN
cet-15743	116	3	work	work	NOUN
cet-15743	116	4	will	will	AUX
cet-15743	116	5	likely	likely	ADV
cet-15743	116	6	see	see	VERB
cet-15743	116	7	,	,	PUNCT
cet-15743	116	8	but	but	CCONJ
cet-15743	116	9	not	not	PART
cet-15743	116	10	be	be	AUX
cet-15743	116	11	limited	limit	VERB
cet-15743	116	12	to	to	ADP
cet-15743	116	13	,	,	PUNCT
cet-15743	116	14	dl	dl	PROPN
cet-15743	116	15	models	model	NOUN
cet-15743	116	16	that	that	PRON
cet-15743	116	17	preserve	preserve	VERB
cet-15743	116	18	attributes	attribute	NOUN
cet-15743	116	19	,	,	PUNCT
cet-15743	116	20	multi	multi	ADJ
cet-15743	116	21	-	-	ADJ
cet-15743	116	22	sensor	sensor	ADJ
cet-15743	116	23	inputs	input	NOUN
cet-15743	116	24	including	include	VERB
cet-15743	116	25	uav	uav	PROPN
cet-15743	116	26	-	-	PUNCT
cet-15743	116	27	based	base	VERB
cet-15743	116	28	lidar	lidar	NOUN
cet-15743	116	29	and	and	CCONJ
cet-15743	116	30	multispectral	multispectral	ADJ
cet-15743	116	31	imagery	imagery	NOUN
cet-15743	116	32	,	,	PUNCT
cet-15743	116	33	and	and	CCONJ
cet-15743	116	34	cloud	cloud	NOUN
cet-15743	116	35	-	-	PUNCT
cet-15743	116	36	based	base	VERB
cet-15743	116	37	processing	processing	NOUN
cet-15743	116	38	pipelines	pipeline	NOUN
cet-15743	116	39	enabling	enable	VERB
cet-15743	116	40	near	near	ADP
cet-15743	116	41	-	-	PUNCT
cet-15743	116	42	real	real	ADJ
cet-15743	116	43	-	-	PUNCT
cet-15743	116	44	time	time	NOUN
cet-15743	116	45	environmental	environmental	ADJ
cet-15743	116	46	condition	condition	NOUN
cet-15743	116	47	monitoring	monitoring	NOUN
cet-15743	116	48	.	.	PUNCT
cet-15743	117	1	additional	additional	ADJ
cet-15743	117	2	work	work	NOUN
cet-15743	117	3	in	in	ADP
cet-15743	117	4	any	any	PRON
cet-15743	117	5	of	of	ADP
cet-15743	117	6	these	these	DET
cet-15743	117	7	areas	area	NOUN
cet-15743	117	8	can	can	AUX
cet-15743	117	9	transition	transition	VERB
cet-15743	117	10	pu	pu	PROPN
cet-15743	117	11	from	from	ADP
cet-15743	117	12	research	research	NOUN
cet-15743	117	13	projects	project	NOUN
cet-15743	117	14	into	into	ADP
cet-15743	117	15	operational	operational	ADJ
cet-15743	117	16	activity	activity	NOUN
cet-15743	117	17	as	as	ADP
cet-15743	117	18	part	part	NOUN
cet-15743	117	19	of	of	ADP
cet-15743	117	20	sustainable	sustainable	ADJ
cet-15743	117	21	environmental	environmental	ADJ
cet-15743	117	22	management	management	NOUN
cet-15743	117	23	.	.	PUNCT
cet-15743	118	1	in	in	ADP
cet-15743	118	2	practical	practical	ADJ
cet-15743	118	3	usage	usage	NOUN
cet-15743	118	4	,	,	PUNCT
cet-15743	118	5	the	the	DET
cet-15743	118	6	conceptual	conceptual	ADJ
cet-15743	118	7	framework	framework	NOUN
cet-15743	118	8	outlined	outline	VERB
cet-15743	118	9	here	here	ADV
cet-15743	118	10	demonstrates	demonstrate	VERB
cet-15743	118	11	how	how	SCONJ
cet-15743	118	12	pu	pu	PROPN
cet-15743	118	13	is	be	AUX
cet-15743	118	14	applied	apply	VERB
cet-15743	118	15	to	to	PART
cet-15743	118	16	enhance	enhance	VERB
cet-15743	118	17	existing	exist	VERB
cet-15743	118	18	environmental	environmental	ADJ
cet-15743	118	19	monitoring	monitoring	NOUN
cet-15743	118	20	programs	program	NOUN
cet-15743	118	21	.	.	PUNCT
cet-15743	119	1	for	for	ADP
cet-15743	119	2	the	the	DET
cet-15743	119	3	forestry	forestry	NOUN
cet-15743	119	4	sector	sector	NOUN
cet-15743	119	5	,	,	PUNCT
cet-15743	119	6	denser	dense	ADJ
cet-15743	119	7	pcs	pc	NOUN
cet-15743	119	8	provide	provide	VERB
cet-15743	119	9	more	more	ADV
cet-15743	119	10	accurate	accurate	ADJ
cet-15743	119	11	estimates	estimate	NOUN
cet-15743	119	12	of	of	ADP
cet-15743	119	13	treeand	treeand	ADJ
cet-15743	119	14	stand	stand	NOUN
cet-15743	119	15	-	-	PUNCT
cet-15743	119	16	level	level	NOUN
cet-15743	119	17	biomass	biomass	NOUN
cet-15743	119	18	estimates	estimate	NOUN
cet-15743	119	19	,	,	PUNCT
cet-15743	119	20	as	as	ADV
cet-15743	119	21	well	well	ADV
cet-15743	119	22	as	as	ADP
cet-15743	119	23	contribute	contribute	VERB
cet-15743	119	24	to	to	ADP
cet-15743	119	25	more	more	ADV
cet-15743	119	26	accurate	accurate	ADJ
cet-15743	119	27	large	large	ADJ
cet-15743	119	28	-	-	PUNCT
cet-15743	119	29	scale	scale	NOUN
cet-15743	119	30	forest	forest	NOUN
cet-15743	119	31	inventory	inventory	NOUN
cet-15743	119	32	programs	program	NOUN
cet-15743	119	33	.	.	PUNCT
cet-15743	120	1	for	for	ADP
cet-15743	120	2	watershed	watershe	VERB
cet-15743	120	3	hydrology	hydrology	NOUN
cet-15743	120	4	,	,	PUNCT
cet-15743	120	5	denser	dense	ADJ
cet-15743	120	6	pcs	pc	NOUN
cet-15743	120	7	enable	enable	VERB
cet-15743	120	8	the	the	DET
cet-15743	120	9	modelling	modelling	NOUN
cet-15743	120	10	of	of	ADP
cet-15743	120	11	river	river	NOUN
cet-15743	120	12	networks	network	NOUN
cet-15743	120	13	,	,	PUNCT
cet-15743	120	14	floodplains	floodplain	NOUN
cet-15743	120	15	,	,	PUNCT
cet-15743	120	16	and	and	CCONJ
cet-15743	120	17	slopes	slope	NOUN
cet-15743	120	18	susceptible	susceptible	ADJ
cet-15743	120	19	to	to	ADP
cet-15743	120	20	erosion	erosion	NOUN
cet-15743	120	21	at	at	ADP
cet-15743	120	22	a	a	DET
cet-15743	120	23	finer	fine	ADJ
cet-15743	120	24	resolution	resolution	NOUN
cet-15743	120	25	,	,	PUNCT
cet-15743	120	26	enhancing	enhance	VERB
cet-15743	120	27	hydrological	hydrological	ADJ
cet-15743	120	28	assessments	assessment	NOUN
cet-15743	120	29	.	.	PUNCT
cet-15743	121	1	greater	great	ADJ
cet-15743	121	2	spatial	spatial	ADJ
cet-15743	121	3	detail	detail	NOUN
cet-15743	121	4	in	in	ADP
cet-15743	121	5	coastal	coastal	ADJ
cet-15743	121	6	environments	environment	NOUN
cet-15743	121	7	is	be	AUX
cet-15743	121	8	beneficial	beneficial	ADJ
cet-15743	121	9	in	in	ADP
cet-15743	121	10	monitoring	monitor	VERB
cet-15743	121	11	shoreline	shoreline	NOUN
cet-15743	121	12	change	change	NOUN
cet-15743	121	13	and	and	CCONJ
cet-15743	121	14	sediment	sediment	NOUN
cet-15743	121	15	processes	process	NOUN
cet-15743	121	16	to	to	PART
cet-15743	121	17	support	support	VERB
cet-15743	121	18	erosion	erosion	NOUN
cet-15743	121	19	controls	control	NOUN
cet-15743	121	20	and	and	CCONJ
cet-15743	121	21	climate	climate	NOUN
cet-15743	121	22	adaptation	adaptation	NOUN
cet-15743	121	23	.	.	PUNCT
cet-15743	122	1	similarly	similarly	ADV
cet-15743	122	2	,	,	PUNCT
cet-15743	122	3	denser	dense	ADJ
cet-15743	122	4	pcs	pc	NOUN
cet-15743	122	5	enhance	enhance	VERB
cet-15743	122	6	conservation	conservation	NOUN
cet-15743	122	7	planning	planning	NOUN
cet-15743	122	8	by	by	ADP
cet-15743	122	9	allowing	allow	VERB
cet-15743	122	10	for	for	ADP
cet-15743	122	11	enhanced	enhanced	ADJ
cet-15743	122	12	detection	detection	NOUN
cet-15743	122	13	,	,	PUNCT
cet-15743	122	14	monitoring	monitoring	NOUN
cet-15743	122	15	,	,	PUNCT
cet-15743	122	16	and	and	CCONJ
cet-15743	122	17	tracking	tracking	NOUN
cet-15743	122	18	of	of	ADP
cet-15743	122	19	habitat	habitat	NOUN
cet-15743	122	20	structure	structure	NOUN
cet-15743	122	21	,	,	PUNCT
cet-15743	122	22	species	species	NOUN
cet-15743	122	23	niche	niche	NOUN
cet-15743	122	24	space	space	NOUN
cet-15743	122	25	functionality	functionality	NOUN
cet-15743	122	26	,	,	PUNCT
cet-15743	122	27	and	and	CCONJ
cet-15743	122	28	biodiversity	biodiversity	NOUN
cet-15743	122	29	indicators	indicator	NOUN
cet-15743	122	30	,	,	PUNCT
cet-15743	122	31	which	which	PRON
cet-15743	122	32	may	may	AUX
cet-15743	122	33	enhance	enhance	VERB
cet-15743	122	34	stewardship	stewardship	NOUN
cet-15743	122	35	and	and	CCONJ
cet-15743	122	36	management	management	NOUN
cet-15743	122	37	.	.	PUNCT
cet-15743	123	1	while	while	SCONJ
cet-15743	123	2	this	this	DET
cet-15743	123	3	synthesis	synthesis	NOUN
cet-15743	123	4	does	do	AUX
cet-15743	123	5	not	not	PART
cet-15743	123	6	present	present	VERB
cet-15743	123	7	empirical	empirical	ADJ
cet-15743	123	8	results	result	NOUN
cet-15743	123	9	,	,	PUNCT
cet-15743	123	10	it	it	PRON
cet-15743	123	11	highlights	highlight	VERB
cet-15743	123	12	the	the	DET
cet-15743	123	13	potential	potential	NOUN
cet-15743	123	14	to	to	PART
cet-15743	123	15	utilize	utilize	VERB
cet-15743	123	16	workflows	workflow	NOUN
cet-15743	123	17	for	for	ADP
cet-15743	123	18	pu	pu	PROPN
cet-15743	123	19	and	and	CCONJ
cet-15743	123	20	to	to	PART
cet-15743	123	21	reduce	reduce	VERB
cet-15743	123	22	expensive	expensive	ADJ
cet-15743	123	23	re	re	NOUN
cet-15743	123	24	-	-	NOUN
cet-15743	123	25	surveys	survey	NOUN
cet-15743	123	26	of	of	ADP
cet-15743	123	27	the	the	DET
cet-15743	123	28	same	same	ADJ
cet-15743	123	29	area	area	NOUN
cet-15743	123	30	,	,	PUNCT
cet-15743	123	31	as	as	ADV
cet-15743	123	32	well	well	ADV
cet-15743	123	33	as	as	ADP
cet-15743	123	34	increasing	increase	VERB
cet-15743	123	35	confidence	confidence	NOUN
cet-15743	123	36	in	in	ADP
cet-15743	123	37	the	the	DET
cet-15743	123	38	downstream	downstream	ADJ
cet-15743	123	39	ecological	ecological	ADJ
cet-15743	123	40	models	model	NOUN
cet-15743	123	41	.	.	PUNCT
cet-15743	124	1	this	this	DET
cet-15743	124	2	conceptual	conceptual	ADJ
cet-15743	124	3	study	study	NOUN
cet-15743	124	4	demonstrates	demonstrate	VERB
cet-15743	124	5	that	that	SCONJ
cet-15743	124	6	the	the	DET
cet-15743	124	7	upsampling	upsampling	NOUN
cet-15743	124	8	of	of	ADP
cet-15743	124	9	pc	pc	NOUN
cet-15743	124	10	data	datum	NOUN
cet-15743	124	11	increases	increase	VERB
cet-15743	124	12	spatial	spatial	ADJ
cet-15743	124	13	detail	detail	NOUN
cet-15743	124	14	while	while	SCONJ
cet-15743	124	15	incurring	incur	VERB
cet-15743	124	16	potential	potential	ADJ
cet-15743	124	17	cost	cost	NOUN
cet-15743	124	18	savings	saving	NOUN
cet-15743	124	19	for	for	ADP
cet-15743	124	20	the	the	DET
cet-15743	124	21	sustainability	sustainability	NOUN
cet-15743	124	22	of	of	ADP
cet-15743	124	23	monitoring	monitor	VERB
cet-15743	124	24	environmental	environmental	ADJ
cet-15743	124	25	conditions	condition	NOUN
cet-15743	124	26	.	.	PUNCT
cet-15743	125	1	an	an	DET
cet-15743	125	2	important	important	ADJ
cet-15743	125	3	contribution	contribution	NOUN
cet-15743	125	4	of	of	ADP
cet-15743	125	5	the	the	DET
cet-15743	125	6	research	research	NOUN
cet-15743	125	7	presented	present	VERB
cet-15743	125	8	above	above	ADV
cet-15743	125	9	is	be	AUX
cet-15743	125	10	to	to	PART
cet-15743	125	11	show	show	VERB
cet-15743	125	12	evidence	evidence	NOUN
cet-15743	125	13	of	of	ADP
cet-15743	125	14	a	a	DET
cet-15743	125	15	shift	shift	NOUN
cet-15743	125	16	to	to	ADP
cet-15743	125	17	an	an	DET
cet-15743	125	18	operational	operational	ADJ
cet-15743	125	19	workflow	workflow	NOUN
cet-15743	125	20	for	for	ADP
cet-15743	125	21	resource	resource	NOUN
cet-15743	125	22	management	management	NOUN
cet-15743	125	23	that	that	PRON
cet-15743	125	24	relies	rely	VERB
cet-15743	125	25	on	on	ADP
cet-15743	125	26	data	datum	NOUN
cet-15743	125	27	and	and	CCONJ
cet-15743	125	28	incorporates	incorporate	VERB
cet-15743	125	29	a	a	DET
cet-15743	125	30	more	more	ADV
cet-15743	125	31	resilient	resilient	ADJ
cet-15743	125	32	approach	approach	NOUN
cet-15743	125	33	.	.	PUNCT
cet-15743	126	1	moving	move	VERB
cet-15743	126	2	forward	forward	ADV
cet-15743	126	3	,	,	PUNCT
cet-15743	126	4	work	work	VERB
cet-15743	126	5	to	to	PART
cet-15743	126	6	calculate	calculate	VERB
cet-15743	126	7	and	and	CCONJ
cet-15743	126	8	validate	validate	VERB
cet-15743	126	9	pu	pu	NOUN
cet-15743	126	10	workloads	workload	NOUN
cet-15743	126	11	and	and	CCONJ
cet-15743	126	12	to	to	PART
cet-15743	126	13	test	test	VERB
cet-15743	126	14	different	different	ADJ
cet-15743	126	15	methods	method	NOUN
cet-15743	126	16	for	for	ADP
cet-15743	126	17	different	different	ADJ
cet-15743	126	18	dataset	dataset	NOUN
cet-15743	126	19	needs	need	NOUN
cet-15743	126	20	must	must	AUX
cet-15743	126	21	continue	continue	VERB
cet-15743	126	22	,	,	PUNCT
cet-15743	126	23	especially	especially	ADV
cet-15743	126	24	to	to	PART
cet-15743	126	25	determine	determine	VERB
cet-15743	126	26	which	which	DET
cet-15743	126	27	methods	method	NOUN
cet-15743	126	28	can	can	AUX
cet-15743	126	29	improve	improve	VERB
cet-15743	126	30	the	the	DET
cet-15743	126	31	precision	precision	NOUN
cet-15743	126	32	and	and	CCONJ
cet-15743	126	33	accuracy	accuracy	NOUN
cet-15743	126	34	of	of	ADP
cet-15743	126	35	different	different	ADJ
cet-15743	126	36	ecological	ecological	ADJ
cet-15743	126	37	indicators	indicator	NOUN
cet-15743	126	38	.	.	PUNCT
cet-15743	127	1	the	the	DET
cet-15743	127	2	development	development	NOUN
cet-15743	127	3	of	of	ADP
cet-15743	127	4	practices	practice	NOUN
cet-15743	127	5	for	for	ADP
cet-15743	127	6	the	the	DET
cet-15743	127	7	standardization	standardization	NOUN
cet-15743	127	8	of	of	ADP
cet-15743	127	9	pu	pu	PROPN
cet-15743	127	10	methods	method	NOUN
cet-15743	127	11	for	for	ADP
cet-15743	127	12	clear	clear	ADJ
cet-15743	127	13	long	long	ADJ
cet-15743	127	14	-	-	PUNCT
cet-15743	127	15	term	term	NOUN
cet-15743	127	16	monitoring	monitoring	NOUN
cet-15743	127	17	and	and	CCONJ
cet-15743	127	18	sustainability	sustainability	NOUN
cet-15743	127	19	planning	planning	NOUN
cet-15743	127	20	should	should	AUX
cet-15743	127	21	also	also	ADV
cet-15743	127	22	be	be	AUX
cet-15743	127	23	a	a	DET
cet-15743	127	24	consideration	consideration	NOUN
cet-15743	127	25	for	for	ADP
cet-15743	127	26	future	future	ADJ
cet-15743	127	27	work	work	NOUN
cet-15743	127	28	.	.	PUNCT
cet-15743	128	1	in	in	ADP
cet-15743	128	2	this	this	DET
cet-15743	128	3	way	way	NOUN
cet-15743	128	4	,	,	PUNCT
cet-15743	128	5	pu	pu	PROPN
cet-15743	128	6	will	will	AUX
cet-15743	128	7	evolve	evolve	VERB
cet-15743	128	8	from	from	ADP
cet-15743	128	9	a	a	DET
cet-15743	128	10	new	new	ADJ
cet-15743	128	11	and	and	CCONJ
cet-15743	128	12	promising	promising	ADJ
cet-15743	128	13	concept	concept	NOUN
cet-15743	128	14	to	to	ADP
cet-15743	128	15	a	a	DET
cet-15743	128	16	routine	routine	ADJ
cet-15743	128	17	,	,	PUNCT
cet-15743	128	18	valuable	valuable	ADJ
cet-15743	128	19	method	method	NOUN
cet-15743	128	20	for	for	ADP
cet-15743	128	21	addressing	address	VERB
cet-15743	128	22	the	the	DET
cet-15743	128	23	environmental	environmental	ADJ
cet-15743	128	24	and	and	CCONJ
cet-15743	128	25	societal	societal	ADJ
cet-15743	128	26	dilemmas	dilemma	NOUN
cet-15743	128	27	facing	face	VERB
cet-15743	128	28	our	our	PRON
cet-15743	128	29	coupled	couple	VERB
cet-15743	128	30	societies	society	NOUN
cet-15743	128	31	in	in	ADP
cet-15743	128	32	the	the	DET
cet-15743	128	33	next	next	ADJ
cet-15743	128	34	few	few	ADJ
cet-15743	128	35	decades	decade	NOUN
cet-15743	128	36	.	.	PUNCT
cet-15743	129	1	95	95	NUM
cet-15743	129	2	references	reference	NOUN
cet-15743	129	3	bakó	bakó	VERB
cet-15743	129	4	g.	g.	PROPN
cet-15743	129	5	,	,	PUNCT
cet-15743	129	6	molnár	molnár	PROPN
cet-15743	129	7	z.	z.	PROPN
cet-15743	129	8	,	,	PUNCT
cet-15743	129	9	bakk	bakk	PROPN
cet-15743	129	10	l.	l.	PROPN
cet-15743	129	11	,	,	PUNCT
cet-15743	129	12	horváth	horváth	PROPN
cet-15743	129	13	f.	f.	PROPN
cet-15743	129	14	,	,	PUNCT
cet-15743	129	15	fehér	fehér	PROPN
cet-15743	129	16	l.	l.	PROPN
cet-15743	129	17	,	,	PUNCT
cet-15743	129	18	ábrám	ábrám	PROPN
cet-15743	129	19	ö.	ö.	PROPN
cet-15743	129	20	,	,	PUNCT
cet-15743	129	21	morvai	morvai	VERB
cet-15743	129	22	e.	e.	PROPN
cet-15743	129	23	,	,	PUNCT
cet-15743	129	24	biro	biro	PROPN
cet-15743	129	25	c.	c.	PROPN
cet-15743	129	26	,	,	PUNCT
cet-15743	129	27	pápay	pápay	PROPN
cet-15743	129	28	g.	g.	PROPN
cet-15743	129	29	,	,	PUNCT
cet-15743	129	30	fűrész	fűrész	PROPN
cet-15743	129	31	a.	a.	PROPN
cet-15743	129	32	,	,	PUNCT
cet-15743	129	33	penksza	penksza	PROPN
cet-15743	129	34	k.	k.	PROPN
cet-15743	129	35	,	,	PUNCT
cet-15743	129	36	pácsonyi	pácsonyi	PROPN
cet-15743	129	37	d.	d.	PROPN
cet-15743	129	38	,	,	PUNCT
cet-15743	129	39	demény	demény	PROPN
cet-15743	129	40	k.	k.	PROPN
cet-15743	129	41	,	,	PUNCT
cet-15743	129	42	juhász	juhász	PROPN
cet-15743	129	43	e.	e.	PROPN
cet-15743	129	44	,	,	PUNCT
cet-15743	129	45	dékány	dékány	PROPN
cet-15743	129	46	d.	d.	PROPN
cet-15743	129	47	,	,	PUNCT
cet-15743	129	48	csernyava	csernyava	PROPN
cet-15743	129	49	l.	l.	PROPN
cet-15743	129	50	,	,	PUNCT
cet-15743	129	51	illés	illés	PROPN
cet-15743	129	52	g.	g.	PROPN
cet-15743	129	53	,	,	PUNCT
cet-15743	129	54	molnár	molnár	PROPN
cet-15743	129	55	a.	a.	NOUN
cet-15743	129	56	,	,	PUNCT
cet-15743	129	57	2021	2021	NUM
cet-15743	129	58	,	,	PUNCT
cet-15743	129	59	toward	toward	ADP
cet-15743	129	60	a	a	DET
cet-15743	129	61	high	high	ADJ
cet-15743	129	62	spatial	spatial	ADJ
cet-15743	129	63	resolution	resolution	NOUN
cet-15743	129	64	aerial	aerial	ADJ
cet-15743	129	65	monitoring	monitoring	NOUN
cet-15743	129	66	network	network	NOUN
cet-15743	129	67	for	for	ADP
cet-15743	129	68	nature	nature	NOUN
cet-15743	129	69	conservation	conservation	NOUN
cet-15743	129	70	—	—	PUNCT
cet-15743	129	71	how	how	SCONJ
cet-15743	129	72	can	can	AUX
cet-15743	129	73	remote	remote	VERB
cet-15743	129	74	sensing	sense	VERB
cet-15743	129	75	help	help	NOUN
cet-15743	129	76	protect	protect	VERB
cet-15743	129	77	natural	natural	ADJ
cet-15743	129	78	areas	area	NOUN
cet-15743	129	79	?	?	PUNCT
cet-15743	130	1	sustainability	sustainability	NOUN
cet-15743	130	2	,	,	PUNCT
cet-15743	130	3	13(16	13(16	NUM
cet-15743	130	4	)	)	PUNCT
cet-15743	130	5	,	,	PUNCT
cet-15743	130	6	doi:10.3390	doi:10.3390	NOUN
cet-15743	130	7	/	/	SYM
cet-15743	130	8	su13168807	su13168807	PROPN
cet-15743	130	9	.	.	PUNCT
cet-15743	131	1	hollaus	hollaus	PROPN
cet-15743	131	2	m.	m.	PROPN
cet-15743	131	3	,	,	PUNCT
cet-15743	131	4	wagner	wagner	PROPN
cet-15743	131	5	w.	w.	PROPN
cet-15743	131	6	,	,	PUNCT
cet-15743	131	7	maier	maier	PROPN
cet-15743	131	8	b.	b.	PROPN
cet-15743	131	9	,	,	PUNCT
cet-15743	131	10	schadauer	schadauer	PROPN
cet-15743	131	11	k.	k.	PROPN
cet-15743	131	12	,	,	PUNCT
cet-15743	131	13	2007	2007	NUM
cet-15743	131	14	,	,	PUNCT
cet-15743	131	15	airborne	airborne	ADJ
cet-15743	131	16	laser	laser	NOUN
cet-15743	131	17	scanning	scanning	NOUN
cet-15743	131	18	of	of	ADP
cet-15743	131	19	forest	forest	NOUN
cet-15743	131	20	stem	stem	NOUN
cet-15743	131	21	volume	volume	NOUN
cet-15743	131	22	in	in	ADP
cet-15743	131	23	a	a	DET
cet-15743	131	24	mountainous	mountainous	ADJ
cet-15743	131	25	environment	environment	NOUN
cet-15743	131	26	.	.	PUNCT
cet-15743	132	1	sensors	sensor	NOUN
cet-15743	132	2	,	,	PUNCT
cet-15743	132	3	7(8	7(8	NUM
cet-15743	132	4	)	)	PUNCT
cet-15743	132	5	,	,	PUNCT
cet-15743	132	6	1559–1577	1559–1577	NUM
cet-15743	132	7	,	,	PUNCT
cet-15743	132	8	doi:10.3390	doi:10.3390	PROPN
cet-15743	132	9	/	/	SYM
cet-15743	132	10	s7081559	s7081559	PROPN
cet-15743	132	11	.	.	PUNCT
cet-15743	133	1	kraus	kraus	PROPN
cet-15743	133	2	k.	k.	PROPN
cet-15743	133	3	,	,	PUNCT
cet-15743	133	4	pfeifer	pfeifer	PROPN
cet-15743	133	5	n.	n.	PROPN
cet-15743	133	6	,	,	PUNCT
cet-15743	133	7	1998	1998	NUM
cet-15743	133	8	,	,	PUNCT
cet-15743	133	9	determination	determination	NOUN
cet-15743	133	10	of	of	ADP
cet-15743	133	11	terrain	terrain	NOUN
cet-15743	133	12	models	model	NOUN
cet-15743	133	13	in	in	ADP
cet-15743	133	14	wooded	woode	VERB
cet-15743	133	15	areas	area	NOUN
cet-15743	133	16	with	with	ADP
cet-15743	133	17	airborne	airborne	ADJ
cet-15743	133	18	laser	laser	NOUN
cet-15743	133	19	scanner	scanner	NOUN
cet-15743	133	20	data	datum	NOUN
cet-15743	133	21	.	.	PUNCT
cet-15743	134	1	isprs	isprs	PROPN
cet-15743	134	2	journal	journal	PROPN
cet-15743	134	3	of	of	ADP
cet-15743	134	4	photogrammetry	photogrammetry	NOUN
cet-15743	134	5	and	and	CCONJ
cet-15743	134	6	remote	remote	ADJ
cet-15743	134	7	sensing	sensing	NOUN
cet-15743	134	8	,	,	PUNCT
cet-15743	134	9	53(4	53(4	NOUN
cet-15743	134	10	)	)	PUNCT
cet-15743	134	11	,	,	PUNCT
cet-15743	134	12	193–203	193–203	NUM
cet-15743	134	13	,	,	PUNCT
cet-15743	134	14	doi:10.1016	doi:10.1016	PROPN
cet-15743	134	15	/	/	SYM
cet-15743	134	16	s09242716(98)00009	s09242716(98)00009	NOUN
cet-15743	134	17	-	-	PUNCT
cet-15743	134	18	4	4	NUM
cet-15743	134	19	.	.	PUNCT
cet-15743	135	1	kwon	kwon	PROPN
cet-15743	135	2	s.	s.	PROPN
cet-15743	135	3	,	,	PUNCT
cet-15743	135	4	hur	hur	PROPN
cet-15743	135	5	j.-h	j.-h	PROPN
cet-15743	135	6	.	.	PUNCT
cet-15743	135	7	,	,	PUNCT
cet-15743	135	8	kim	kim	PROPN
cet-15743	135	9	h.	h.	PROPN
cet-15743	135	10	,	,	PUNCT
cet-15743	135	11	2023	2023	NUM
cet-15743	135	12	,	,	PUNCT
cet-15743	135	13	deep	deep	ADJ
cet-15743	135	14	learning	learning	NOUN
cet-15743	135	15	-	-	PUNCT
cet-15743	135	16	based	base	VERB
cet-15743	135	17	point	point	NOUN
cet-15743	135	18	cloud	cloud	NOUN
cet-15743	135	19	upsampling	upsampling	NOUN
cet-15743	135	20	:	:	PUNCT
cet-15743	135	21	a	a	DET
cet-15743	135	22	review	review	NOUN
cet-15743	135	23	of	of	ADP
cet-15743	135	24	recent	recent	ADJ
cet-15743	135	25	trends	trend	NOUN
cet-15743	135	26	.	.	PUNCT
cet-15743	136	1	jmst	jmst	PROPN
cet-15743	136	2	advances	advance	NOUN
cet-15743	136	3	,	,	PUNCT
cet-15743	136	4	5	5	NUM
cet-15743	136	5	,	,	PUNCT
cet-15743	136	6	105–111	105–111	NUM
cet-15743	136	7	,	,	PUNCT
cet-15743	136	8	doi:10.1007	doi:10.1007	NOUN
cet-15743	136	9	/	/	SYM
cet-15743	136	10	s42791	s42791	NOUN
cet-15743	136	11	-	-	PUNCT
cet-15743	136	12	023	023	NUM
cet-15743	136	13	-	-	PUNCT
cet-15743	136	14	00058	00058	NUM
cet-15743	136	15	-	-	SYM
cet-15743	136	16	6	6	NUM
cet-15743	136	17	.	.	PUNCT
cet-15743	137	1	li	li	PROPN
cet-15743	137	2	r.	r.	PROPN
cet-15743	137	3	,	,	PUNCT
cet-15743	137	4	li	li	PROPN
cet-15743	137	5	x.	x.	PROPN
cet-15743	137	6	,	,	PUNCT
cet-15743	137	7	fu	fu	PROPN
cet-15743	137	8	c.	c.	PROPN
cet-15743	137	9	,	,	PUNCT
cet-15743	137	10	heng	heng	PROPN
cet-15743	137	11	d.c.p	d.c.p	PROPN
cet-15743	137	12	.	.	PROPN
cet-15743	137	13	,	,	PUNCT
cet-15743	137	14	2019	2019	NUM
cet-15743	137	15	,	,	PUNCT
cet-15743	137	16	pu	pu	PROPN
cet-15743	137	17	-	-	PUNCT
cet-15743	137	18	gan	gan	PROPN
cet-15743	137	19	:	:	PUNCT
cet-15743	137	20	a	a	DET
cet-15743	137	21	point	point	NOUN
cet-15743	137	22	cloud	cloud	NOUN
cet-15743	137	23	upsampling	upsample	VERB
cet-15743	137	24	adversarial	adversarial	ADJ
cet-15743	137	25	network	network	NOUN
cet-15743	137	26	.	.	PUNCT
cet-15743	138	1	proceedings	proceeding	NOUN
cet-15743	138	2	of	of	ADP
cet-15743	138	3	the	the	DET
cet-15743	138	4	ieee	ieee	NOUN
cet-15743	138	5	international	international	PROPN
cet-15743	138	6	conference	conference	NOUN
cet-15743	138	7	on	on	ADP
cet-15743	138	8	computer	computer	NOUN
cet-15743	138	9	vision	vision	NOUN
cet-15743	138	10	,	,	PUNCT
cet-15743	138	11	1	1	NUM
cet-15743	138	12	,	,	PUNCT
cet-15743	138	13	7202–7211	7202–7211	NUM
cet-15743	138	14	,	,	PUNCT
cet-15743	138	15	doi:10.1109	doi:10.1109	VERB
cet-15743	138	16	/	/	SYM
cet-15743	138	17	iccv.2019.00730	iccv.2019.00730	PROPN
cet-15743	138	18	.	.	PUNCT
cet-15743	139	1	maurya	maurya	PROPN
cet-15743	139	2	a.k	a.k	PROPN
cet-15743	139	3	.	.	PROPN
cet-15743	139	4	,	,	PUNCT
cet-15743	139	5	kumar	kumar	PROPN
cet-15743	139	6	a.	a.	PROPN
cet-15743	139	7	,	,	PUNCT
cet-15743	139	8	2024	2024	NUM
cet-15743	139	9	,	,	PUNCT
cet-15743	139	10	the	the	DET
cet-15743	139	11	role	role	NOUN
cet-15743	139	12	of	of	ADP
cet-15743	139	13	gis	gis	NOUN
cet-15743	139	14	in	in	ADP
cet-15743	139	15	the	the	DET
cet-15743	139	16	study	study	NOUN
cet-15743	139	17	of	of	ADP
cet-15743	139	18	sustainable	sustainable	ADJ
cet-15743	139	19	development	development	NOUN
cet-15743	139	20	and	and	CCONJ
cet-15743	139	21	environmental	environmental	ADJ
cet-15743	139	22	management	management	NOUN
cet-15743	139	23	.	.	PUNCT
cet-15743	140	1	international	international	ADJ
cet-15743	140	2	journal	journal	NOUN
cet-15743	140	3	for	for	ADP
cet-15743	140	4	multidisciplinary	multidisciplinary	ADJ
cet-15743	140	5	research	research	NOUN
cet-15743	140	6	,	,	PUNCT
cet-15743	140	7	6	6	NUM
cet-15743	140	8	,	,	PUNCT
cet-15743	140	9	1–13	1–13	NUM
cet-15743	140	10	,	,	PUNCT
cet-15743	140	11	doi	doi	NOUN
cet-15743	140	12	:	:	PUNCT
cet-15743	140	13	10.36948	10.36948	NUM
cet-15743	140	14	/	/	SYM
cet-15743	140	15	ijfmr.2024.v06i06.32879	ijfmr.2024.v06i06.32879	PROPN
cet-15743	140	16	.	.	PUNCT
cet-15743	141	1	qian	qian	PROPN
cet-15743	141	2	y.	y.	PROPN
cet-15743	141	3	,	,	PUNCT
cet-15743	141	4	hou	hou	PROPN
cet-15743	141	5	j.	j.	PROPN
cet-15743	141	6	,	,	PUNCT
cet-15743	141	7	kwong	kwong	PROPN
cet-15743	141	8	s.	s.	PROPN
cet-15743	141	9	,	,	PUNCT
cet-15743	141	10	he	he	PRON
cet-15743	141	11	y.	y.	NOUN
cet-15743	141	12	,	,	PUNCT
cet-15743	141	13	2020	2020	NUM
cet-15743	141	14	,	,	PUNCT
cet-15743	141	15	pugeo	pugeo	NOUN
cet-15743	141	16	-	-	PUNCT
cet-15743	141	17	net	net	NOUN
cet-15743	141	18	:	:	PUNCT
cet-15743	141	19	a	a	DET
cet-15743	141	20	geometry	geometry	NOUN
cet-15743	141	21	-	-	PUNCT
cet-15743	141	22	centric	centric	ADJ
cet-15743	141	23	network	network	NOUN
cet-15743	141	24	for	for	ADP
cet-15743	141	25	3d	3d	PROPN
cet-15743	141	26	point	point	NOUN
cet-15743	141	27	cloud	cloud	NOUN
cet-15743	141	28	upsampling	upsampling	NOUN
cet-15743	141	29	.	.	PUNCT
cet-15743	142	1	in	in	ADP
cet-15743	142	2	:	:	PUNCT
cet-15743	142	3	vedaldi	vedaldi	PROPN
cet-15743	142	4	a.	a.	PROPN
cet-15743	142	5	,	,	PUNCT
cet-15743	142	6	bischof	bischof	PROPN
cet-15743	142	7	h.	h.	PROPN
cet-15743	142	8	,	,	PUNCT
cet-15743	142	9	brox	brox	PROPN
cet-15743	142	10	t.	t.	PROPN
cet-15743	142	11	,	,	PUNCT
cet-15743	142	12	frahm	frahm	PROPN
cet-15743	142	13	j.-m	j.-m	NOUN
cet-15743	142	14	.	.	PUNCT
cet-15743	143	1	(	(	PUNCT
cet-15743	143	2	eds	ed	NOUN
cet-15743	143	3	.	.	PUNCT
cet-15743	143	4	)	)	PUNCT
cet-15743	143	5	,	,	PUNCT
cet-15743	143	6	computer	computer	NOUN
cet-15743	143	7	vision	vision	NOUN
cet-15743	143	8	–	–	PUNCT
cet-15743	143	9	eccv	eccv	ADJ
cet-15743	143	10	2020	2020	NUM
cet-15743	143	11	,	,	PUNCT
cet-15743	143	12	springer	springer	NOUN
cet-15743	143	13	,	,	PUNCT
cet-15743	143	14	cham	cham	PROPN
cet-15743	143	15	,	,	PUNCT
cet-15743	143	16	switzerland	switzerland	PROPN
cet-15743	143	17	,	,	PUNCT
cet-15743	143	18	752–769	752–769	NUM
cet-15743	143	19	,	,	PUNCT
cet-15743	143	20	doi:10.48550	doi:10.48550	NOUN
cet-15743	143	21	/	/	SYM
cet-15743	143	22	arxiv.2002.10277	arxiv.2002.10277	PROPN
cet-15743	143	23	.	.	PUNCT
cet-15743	144	1	roussel	roussel	PROPN
cet-15743	144	2	j.-r	j.-r	PROPN
cet-15743	144	3	.	.	PUNCT
cet-15743	144	4	,	,	PUNCT
cet-15743	144	5	auty	auty	PROPN
cet-15743	144	6	d.	d.	PROPN
cet-15743	144	7	,	,	PUNCT
cet-15743	144	8	coops	coop	VERB
cet-15743	144	9	n.c	n.c	PROPN
cet-15743	144	10	.	.	PROPN
cet-15743	144	11	,	,	PUNCT
cet-15743	144	12	tompalski	tompalski	ADJ
cet-15743	144	13	p.	p.	NOUN
cet-15743	144	14	,	,	PUNCT
cet-15743	144	15	goodbody	goodbody	NOUN
cet-15743	144	16	t.r.h	t.r.h	PROPN
cet-15743	144	17	.	.	PROPN
cet-15743	144	18	,	,	PUNCT
cet-15743	144	19	meador	meador	PROPN
cet-15743	144	20	a.s	a.s	PROPN
cet-15743	144	21	.	.	PROPN
cet-15743	144	22	,	,	PUNCT
cet-15743	144	23	bourdon	bourdon	PROPN
cet-15743	144	24	j.-f	j.-f	PROPN
cet-15743	144	25	.	.	PUNCT
cet-15743	144	26	,	,	PUNCT
cet-15743	144	27	de	de	PROPN
cet-15743	144	28	boissieu	boissieu	PROPN
cet-15743	144	29	f.	f.	PROPN
cet-15743	144	30	,	,	PUNCT
cet-15743	144	31	achim	achim	PROPN
cet-15743	144	32	a.	a.	NOUN
cet-15743	144	33	,	,	PUNCT
cet-15743	144	34	2020	2020	NUM
cet-15743	144	35	,	,	PUNCT
cet-15743	144	36	lidr	lidr	NOUN
cet-15743	144	37	:	:	PUNCT
cet-15743	144	38	an	an	DET
cet-15743	144	39	r	r	NOUN
cet-15743	144	40	package	package	NOUN
cet-15743	144	41	for	for	ADP
cet-15743	144	42	analysis	analysis	NOUN
cet-15743	144	43	of	of	ADP
cet-15743	144	44	airborne	airborne	ADJ
cet-15743	144	45	laser	laser	NOUN
cet-15743	144	46	scanning	scanning	NOUN
cet-15743	144	47	(	(	PUNCT
cet-15743	144	48	als	als	NOUN
cet-15743	144	49	)	)	PUNCT
cet-15743	144	50	data	datum	NOUN
cet-15743	144	51	.	.	PUNCT
cet-15743	145	1	remote	remote	ADJ
cet-15743	145	2	sensing	sensing	NOUN
cet-15743	145	3	of	of	ADP
cet-15743	145	4	environment	environment	NOUN
cet-15743	145	5	,	,	PUNCT
cet-15743	145	6	251	251	NUM
cet-15743	145	7	,	,	PUNCT
cet-15743	145	8	112061	112061	NUM
cet-15743	145	9	,	,	PUNCT
cet-15743	145	10	doi:10.1016	doi:10.1016	PROPN
cet-15743	145	11	/	/	SYM
cet-15743	145	12	j.rse.2020.112061	j.rse.2020.112061	PROPN
cet-15743	145	13	.	.	PUNCT
cet-15743	146	1	salvoni	salvoni	PROPN
cet-15743	146	2	d.	d.	PROPN
cet-15743	146	3	,	,	PUNCT
cet-15743	146	4	boselli	boselli	PROPN
cet-15743	146	5	a.	a.	PROPN
cet-15743	146	6	,	,	PUNCT
cet-15743	146	7	sannino	sannino	PROPN
cet-15743	146	8	a.	a.	PROPN
cet-15743	146	9	,	,	PUNCT
cet-15743	146	10	parlato	parlato	PROPN
cet-15743	146	11	l.	l.	PROPN
cet-15743	146	12	,	,	PUNCT
cet-15743	146	13	ejrnaes	ejrnaes	PROPN
cet-15743	146	14	m.	m.	NOUN
cet-15743	146	15	,	,	PUNCT
cet-15743	146	16	zhang	zhang	PROPN
cet-15743	146	17	c.	c.	PROPN
cet-15743	146	18	,	,	PUNCT
cet-15743	146	19	you	you	PRON
cet-15743	146	20	l.	l.	PROPN
cet-15743	146	21	,	,	PUNCT
cet-15743	146	22	wang	wang	PROPN
cet-15743	146	23	x.	x.	PROPN
cet-15743	146	24	,	,	PUNCT
cet-15743	146	25	amoruso	amoruso	PROPN
cet-15743	146	26	s.	s.	PROPN
cet-15743	146	27	,	,	PUNCT
cet-15743	146	28	pepe	pepe	PROPN
cet-15743	146	29	g.p	g.p	PROPN
cet-15743	146	30	.	.	PROPN
cet-15743	146	31	,	,	PUNCT
cet-15743	146	32	2021	2021	NUM
cet-15743	146	33	,	,	PUNCT
cet-15743	146	34	demonstration	demonstration	NOUN
cet-15743	146	35	of	of	ADP
cet-15743	146	36	atmospheric	atmospheric	ADJ
cet-15743	146	37	lidar	lidar	NOUN
cet-15743	146	38	measurement	measurement	NOUN
cet-15743	146	39	in	in	ADP
cet-15743	146	40	the	the	DET
cet-15743	146	41	infrared	infrared	ADJ
cet-15743	146	42	wavelength	wavelength	NOUN
cet-15743	146	43	domain	domain	NOUN
cet-15743	146	44	with	with	ADP
cet-15743	146	45	a	a	DET
cet-15743	146	46	superconducting	superconducte	VERB
cet-15743	146	47	nanowire	nanowire	ADJ
cet-15743	146	48	single	single	ADJ
cet-15743	146	49	photon	photon	NOUN
cet-15743	146	50	detector	detector	NOUN
cet-15743	146	51	.	.	PUNCT
cet-15743	147	1	chemical	chemical	NOUN
cet-15743	147	2	engineering	engineering	NOUN
cet-15743	147	3	transactions	transaction	NOUN
cet-15743	147	4	,	,	PUNCT
cet-15743	147	5	84	84	NUM
cet-15743	147	6	,	,	PUNCT
cet-15743	147	7	175–180	175–180	NUM
cet-15743	147	8	,	,	PUNCT
cet-15743	147	9	doi:10.3303	doi:10.3303	NOUN
cet-15743	147	10	/	/	SYM
cet-15743	147	11	cet2184030	cet2184030	PROPN
cet-15743	147	12	.	.	PUNCT
cet-15743	148	1	sha	sha	PROPN
cet-15743	148	2	c.	c.	PROPN
cet-15743	148	3	,	,	PUNCT
cet-15743	148	4	lu	lu	PROPN
cet-15743	148	5	z.	z.	PROPN
cet-15743	148	6	,	,	PUNCT
cet-15743	148	7	li	li	PROPN
cet-15743	148	8	r.	r.	PROPN
cet-15743	148	9	,	,	PUNCT
cet-15743	148	10	zheng	zheng	PROPN
cet-15743	148	11	h.	h.	PROPN
cet-15743	148	12	,	,	PUNCT
cet-15743	148	13	duodu	duodu	PROPN
cet-15743	148	14	e.a	e.a	PROPN
cet-15743	148	15	.	.	PROPN
cet-15743	148	16	,	,	PUNCT
cet-15743	148	17	2016	2016	NUM
cet-15743	148	18	,	,	PUNCT
cet-15743	148	19	a	a	DET
cet-15743	148	20	point	point	NOUN
cet-15743	148	21	cloud	cloud	NOUN
cet-15743	148	22	registration	registration	NOUN
cet-15743	148	23	algorithm	algorithm	NOUN
cet-15743	148	24	for	for	ADP
cet-15743	148	25	free	free	ADJ
cet-15743	148	26	-	-	PUNCT
cet-15743	148	27	form	form	NOUN
cet-15743	148	28	surface	surface	NOUN
cet-15743	148	29	.	.	PUNCT
cet-15743	149	1	chemical	chemical	NOUN
cet-15743	149	2	engineering	engineering	NOUN
cet-15743	149	3	transactions	transaction	NOUN
cet-15743	149	4	,	,	PUNCT
cet-15743	149	5	51	51	NUM
cet-15743	149	6	,	,	PUNCT
cet-15743	149	7	469–474	469–474	NUM
cet-15743	149	8	,	,	PUNCT
cet-15743	149	9	doi:10.3303	doi:10.3303	NOUN
cet-15743	149	10	/	/	SYM
cet-15743	149	11	cet1651079	cet1651079	NOUN
cet-15743	149	12	.	.	PUNCT
cet-15743	150	1	skidmore	skidmore	PROPN
cet-15743	150	2	a.k	a.k	PROPN
cet-15743	150	3	.	.	PROPN
cet-15743	150	4	,	,	PUNCT
cet-15743	150	5	pettorelli	pettorelli	PROPN
cet-15743	150	6	n.	n.	PROPN
cet-15743	150	7	,	,	PUNCT
cet-15743	150	8	coops	coop	VERB
cet-15743	150	9	n.c	n.c	PROPN
cet-15743	150	10	.	.	PROPN
cet-15743	150	11	,	,	PUNCT
cet-15743	150	12	geller	geller	PROPN
cet-15743	150	13	g.n	g.n	PROPN
cet-15743	150	14	.	.	PROPN
cet-15743	150	15	,	,	PUNCT
cet-15743	150	16	hansen	hansen	PROPN
cet-15743	150	17	m.	m.	PROPN
cet-15743	150	18	,	,	PUNCT
cet-15743	150	19	lucas	lucas	PROPN
cet-15743	150	20	r.	r.	PROPN
cet-15743	150	21	,	,	PUNCT
cet-15743	150	22	mücher	mücher	PROPN
cet-15743	150	23	c.a	c.a	PROPN
cet-15743	150	24	.	.	PROPN
cet-15743	150	25	,	,	PUNCT
cet-15743	150	26	o’connor	o’connor	PROPN
cet-15743	150	27	b.	b.	PROPN
cet-15743	150	28	,	,	PUNCT
cet-15743	150	29	paganini	paganini	PROPN
cet-15743	150	30	m.	m.	PROPN
cet-15743	150	31	,	,	PUNCT
cet-15743	150	32	pereira	pereira	PROPN
cet-15743	150	33	h.m	h.m	PROPN
cet-15743	150	34	.	.	PROPN
cet-15743	150	35	,	,	PUNCT
cet-15743	150	36	schaepman	schaepman	PROPN
cet-15743	150	37	m.e	m.e	PROPN
cet-15743	150	38	.	.	PROPN
cet-15743	150	39	,	,	PUNCT
cet-15743	150	40	turner	turner	PROPN
cet-15743	150	41	w.	w.	PROPN
cet-15743	150	42	,	,	PUNCT
cet-15743	150	43	wang	wang	PROPN
cet-15743	150	44	t.	t.	PROPN
cet-15743	150	45	,	,	PUNCT
cet-15743	150	46	wegmann	wegmann	PROPN
cet-15743	150	47	m.	m.	NOUN
cet-15743	150	48	,	,	PUNCT
cet-15743	150	49	2015	2015	NUM
cet-15743	150	50	,	,	PUNCT
cet-15743	150	51	environmental	environmental	ADJ
cet-15743	150	52	science	science	NOUN
cet-15743	150	53	:	:	PUNCT
cet-15743	150	54	agree	agree	VERB
cet-15743	150	55	on	on	ADP
cet-15743	150	56	biodiversity	biodiversity	NOUN
cet-15743	150	57	metrics	metric	NOUN
cet-15743	150	58	to	to	PART
cet-15743	150	59	track	track	VERB
cet-15743	150	60	from	from	ADP
cet-15743	150	61	space	space	NOUN
cet-15743	150	62	.	.	PUNCT
cet-15743	151	1	nature	nature	NOUN
cet-15743	151	2	,	,	PUNCT
cet-15743	151	3	523(7561	523(7561	NUM
cet-15743	151	4	)	)	PUNCT
cet-15743	151	5	,	,	PUNCT
cet-15743	151	6	403–405	403–405	NUM
cet-15743	151	7	,	,	PUNCT
cet-15743	151	8	doi:10.1038/523403a	doi:10.1038/523403a	PROPN
cet-15743	151	9	.	.	PUNCT
cet-15743	152	1	venter	venter	PROPN
cet-15743	152	2	o.	o.	PROPN
cet-15743	152	3	,	,	PUNCT
cet-15743	152	4	sanderson	sanderson	PROPN
cet-15743	152	5	e.w	e.w	PROPN
cet-15743	152	6	.	.	PROPN
cet-15743	152	7	,	,	PUNCT
cet-15743	152	8	magrach	magrach	PROPN
cet-15743	152	9	a.	a.	PROPN
cet-15743	152	10	,	,	PUNCT
cet-15743	152	11	allan	allan	PROPN
cet-15743	152	12	j.r	j.r	PROPN
cet-15743	152	13	.	.	PROPN
cet-15743	152	14	,	,	PUNCT
cet-15743	152	15	beher	beher	PROPN
cet-15743	152	16	j.	j.	PROPN
cet-15743	152	17	,	,	PUNCT
cet-15743	152	18	jones	jones	PROPN
cet-15743	152	19	k.r	k.r	PROPN
cet-15743	152	20	.	.	PROPN
cet-15743	152	21	,	,	PUNCT
cet-15743	152	22	possingham	possingham	PROPN
cet-15743	152	23	h.p	h.p	PROPN
cet-15743	152	24	.	.	PROPN
cet-15743	152	25	,	,	PUNCT
cet-15743	152	26	laurance	laurance	PROPN
cet-15743	152	27	w.f	w.f	PROPN
cet-15743	152	28	.	.	PROPN
cet-15743	152	29	,	,	PUNCT
cet-15743	152	30	wood	wood	PROPN
cet-15743	152	31	p.	p.	NOUN
cet-15743	152	32	,	,	PUNCT
cet-15743	152	33	fekete	fekete	PROPN
cet-15743	152	34	b.m	b.m	PROPN
cet-15743	152	35	.	.	PROPN
cet-15743	152	36	,	,	PUNCT
cet-15743	152	37	levy	levy	PROPN
cet-15743	152	38	m.a	m.a	PROPN
cet-15743	152	39	.	.	PROPN
cet-15743	152	40	,	,	PUNCT
cet-15743	152	41	watson	watson	PROPN
cet-15743	152	42	j.e.m	j.e.m	PROPN
cet-15743	152	43	.	.	PROPN
cet-15743	152	44	,	,	PUNCT
cet-15743	152	45	2016	2016	NUM
cet-15743	152	46	,	,	PUNCT
cet-15743	152	47	sixteen	sixteen	NUM
cet-15743	152	48	years	year	NOUN
cet-15743	152	49	of	of	ADP
cet-15743	152	50	change	change	NOUN
cet-15743	152	51	in	in	ADP
cet-15743	152	52	the	the	DET
cet-15743	152	53	global	global	ADJ
cet-15743	152	54	terrestrial	terrestrial	ADJ
cet-15743	152	55	human	human	ADJ
cet-15743	152	56	footprint	footprint	NOUN
cet-15743	152	57	and	and	CCONJ
cet-15743	152	58	implications	implication	NOUN
cet-15743	152	59	for	for	ADP
cet-15743	152	60	biodiversity	biodiversity	NOUN
cet-15743	152	61	conservation	conservation	NOUN
cet-15743	152	62	.	.	PUNCT
cet-15743	153	1	nature	nature	NOUN
cet-15743	153	2	communications	communication	NOUN
cet-15743	153	3	,	,	PUNCT
cet-15743	153	4	7	7	NUM
cet-15743	153	5	,	,	PUNCT
cet-15743	153	6	1–11	1–11	PROPN
cet-15743	153	7	,	,	PUNCT
cet-15743	153	8	doi:10.1038	doi:10.1038	NOUN
cet-15743	153	9	/	/	SYM
cet-15743	153	10	ncomms12558	ncomms12558	PROPN
cet-15743	153	11	.	.	PUNCT
cet-15743	154	1	white	white	PROPN
cet-15743	154	2	j.c	j.c	PROPN
cet-15743	154	3	.	.	PROPN
cet-15743	154	4	,	,	PUNCT
cet-15743	154	5	coops	coop	VERB
cet-15743	154	6	n.c	n.c	PROPN
cet-15743	154	7	.	.	PROPN
cet-15743	154	8	,	,	PUNCT
cet-15743	154	9	wulder	wulder	PROPN
cet-15743	154	10	m.a	m.a	PROPN
cet-15743	154	11	.	.	PROPN
cet-15743	154	12	,	,	PUNCT
cet-15743	154	13	vastaranta	vastaranta	PROPN
cet-15743	154	14	m.	m.	NOUN
cet-15743	154	15	,	,	PUNCT
cet-15743	154	16	hilker	hilker	NOUN
cet-15743	154	17	t.	t.	PROPN
cet-15743	154	18	,	,	PUNCT
cet-15743	154	19	tompalski	tompalski	ADJ
cet-15743	154	20	p.	p.	NOUN
cet-15743	154	21	,	,	PUNCT
cet-15743	154	22	2016	2016	NUM
cet-15743	154	23	,	,	PUNCT
cet-15743	154	24	remote	remote	ADJ
cet-15743	154	25	sensing	sensing	NOUN
cet-15743	154	26	technologies	technology	NOUN
cet-15743	154	27	for	for	ADP
cet-15743	154	28	enhancing	enhance	VERB
cet-15743	154	29	forest	forest	NOUN
cet-15743	154	30	inventories	inventory	NOUN
cet-15743	154	31	:	:	PUNCT
cet-15743	154	32	a	a	DET
cet-15743	154	33	review	review	NOUN
cet-15743	154	34	.	.	PUNCT
cet-15743	155	1	canadian	canadian	ADJ
cet-15743	155	2	journal	journal	NOUN
cet-15743	155	3	of	of	ADP
cet-15743	155	4	remote	remote	ADJ
cet-15743	155	5	sensing	sensing	NOUN
cet-15743	155	6	,	,	PUNCT
cet-15743	155	7	42(5	42(5	NUM
cet-15743	155	8	)	)	PUNCT
cet-15743	155	9	,	,	PUNCT
cet-15743	155	10	619	619	NUM
cet-15743	155	11	–	–	PUNCT
cet-15743	155	12	641	641	NUM
cet-15743	155	13	,	,	PUNCT
cet-15743	155	14	doi:10.1080/07038992.2016.1207484	doi:10.1080/07038992.2016.1207484	PROPN
cet-15743	155	15	.	.	PUNCT
cet-15743	156	1	yifan	yifan	PROPN
cet-15743	156	2	w.	w.	PROPN
cet-15743	156	3	,	,	PUNCT
cet-15743	156	4	wu	wu	PROPN
cet-15743	156	5	s.	s.	PROPN
cet-15743	156	6	,	,	PUNCT
cet-15743	156	7	huang	huang	PROPN
cet-15743	156	8	h.	h.	PROPN
cet-15743	156	9	,	,	PUNCT
cet-15743	156	10	cohen	cohen	PROPN
cet-15743	156	11	-	-	PUNCT
cet-15743	156	12	or	or	CCONJ
cet-15743	156	13	d.	d.	PROPN
cet-15743	156	14	,	,	PUNCT
cet-15743	156	15	sorkine	sorkine	NOUN
cet-15743	156	16	-	-	PUNCT
cet-15743	156	17	hornung	hornung	NOUN
cet-15743	156	18	o.	o.	PROPN
cet-15743	156	19	,	,	PUNCT
cet-15743	156	20	2019	2019	NUM
cet-15743	156	21	,	,	PUNCT
cet-15743	156	22	patch	patch	NOUN
cet-15743	156	23	-	-	PUNCT
cet-15743	156	24	based	base	VERB
cet-15743	156	25	progressive	progressive	ADJ
cet-15743	156	26	3d	3d	NUM
cet-15743	156	27	point	point	NOUN
cet-15743	156	28	set	set	VERB
cet-15743	156	29	upsampling	upsampling	NOUN
cet-15743	156	30	.	.	PUNCT
cet-15743	157	1	proceedings	proceeding	NOUN
cet-15743	157	2	of	of	ADP
cet-15743	157	3	the	the	DET
cet-15743	157	4	ieee	ieee	NOUN
cet-15743	157	5	conference	conference	NOUN
cet-15743	157	6	on	on	ADP
cet-15743	157	7	computer	computer	NOUN
cet-15743	157	8	vision	vision	NOUN
cet-15743	157	9	and	and	CCONJ
cet-15743	157	10	pattern	pattern	NOUN
cet-15743	157	11	recognition	recognition	NOUN
cet-15743	157	12	,	,	PUNCT
cet-15743	157	13	2019	2019	NUM
cet-15743	157	14	,	,	PUNCT
cet-15743	157	15	5951–5960	5951–5960	NUM
cet-15743	157	16	,	,	PUNCT
cet-15743	157	17	doi:10.1109	doi:10.1109	ADJ
cet-15743	157	18	/	/	SYM
cet-15743	157	19	cvpr.2019.00611	cvpr.2019.00611	NOUN
cet-15743	157	20	.	.	PUNCT
cet-15743	158	1	yu	yu	PROPN
cet-15743	158	2	l.	l.	PROPN
cet-15743	158	3	,	,	PUNCT
cet-15743	158	4	fu	fu	PROPN
cet-15743	158	5	x.l.c	x.l.c	PROPN
cet-15743	158	6	.	.	PROPN
cet-15743	158	7	,	,	PUNCT
cet-15743	158	8	heng	heng	PROPN
cet-15743	158	9	d.c.p	d.c.p	PROPN
cet-15743	158	10	.	.	PROPN
cet-15743	158	11	,	,	PUNCT
cet-15743	158	12	2018	2018	NUM
cet-15743	158	13	,	,	PUNCT
cet-15743	158	14	pu	pu	PROPN
cet-15743	158	15	-	-	ADJ
cet-15743	158	16	net	net	NOUN
cet-15743	158	17	:	:	PUNCT
cet-15743	158	18	point	point	NOUN
cet-15743	158	19	cloud	cloud	ADJ
cet-15743	158	20	upsampling	upsample	VERB
cet-15743	158	21	network	network	NOUN
cet-15743	158	22	.	.	PUNCT
cet-15743	159	1	proceedings	proceeding	NOUN
cet-15743	159	2	of	of	ADP
cet-15743	159	3	the	the	DET
cet-15743	159	4	ieee	ieee	NOUN
cet-15743	159	5	conference	conference	NOUN
cet-15743	159	6	on	on	ADP
cet-15743	159	7	computer	computer	NOUN
cet-15743	159	8	vision	vision	NOUN
cet-15743	159	9	and	and	CCONJ
cet-15743	159	10	pattern	pattern	NOUN
cet-15743	159	11	recognition	recognition	NOUN
cet-15743	159	12	,	,	PUNCT
cet-15743	159	13	2790–2799	2790–2799	NUM
cet-15743	159	14	,	,	PUNCT
cet-15743	159	15	doi:10.1109	doi:10.1109	VERB
cet-15743	159	16	/	/	SYM
cet-15743	159	17	cvpr.2018.00295	cvpr.2018.00295	PROPN
cet-15743	159	18	.	.	PUNCT
cet-15743	160	1	zhang	zhang	PROPN
cet-15743	160	2	t.	t.	PROPN
cet-15743	160	3	,	,	PUNCT
cet-15743	160	4	filin	filin	PROPN
cet-15743	160	5	s.	s.	PROPN
cet-15743	160	6	,	,	PUNCT
cet-15743	160	7	2022	2022	NUM
cet-15743	160	8	,	,	PUNCT
cet-15743	160	9	deep	deep	ADJ
cet-15743	160	10	-	-	PUNCT
cet-15743	160	11	learning	learning	NOUN
cet-15743	160	12	-	-	PUNCT
cet-15743	160	13	based	base	VERB
cet-15743	160	14	point	point	NOUN
cet-15743	160	15	cloud	cloud	NOUN
cet-15743	160	16	upsampling	upsampling	NOUN
cet-15743	160	17	of	of	ADP
cet-15743	160	18	natural	natural	ADJ
cet-15743	160	19	entities	entity	NOUN
cet-15743	160	20	and	and	CCONJ
cet-15743	160	21	scenes	scene	NOUN
cet-15743	160	22	.	.	PUNCT
cet-15743	161	1	the	the	DET
cet-15743	161	2	international	international	ADJ
cet-15743	161	3	archives	archive	NOUN
cet-15743	161	4	of	of	ADP
cet-15743	161	5	the	the	DET
cet-15743	161	6	photogrammetry	photogrammetry	NOUN
cet-15743	161	7	,	,	PUNCT
cet-15743	161	8	remote	remote	ADJ
cet-15743	161	9	sensing	sensing	NOUN
cet-15743	161	10	and	and	CCONJ
cet-15743	161	11	spatial	spatial	ADJ
cet-15743	161	12	information	information	NOUN
cet-15743	161	13	sciences	science	NOUN
cet-15743	161	14	,	,	PUNCT
cet-15743	161	15	xliii	xliii	PROPN
cet-15743	161	16	-	-	PUNCT
cet-15743	161	17	b22	b22	PROPN
cet-15743	161	18	,	,	PUNCT
cet-15743	161	19	321–327	321–327	NUM
cet-15743	161	20	,	,	PUNCT
cet-15743	161	21	doi:10.5194	doi:10.5194	NOUN
cet-15743	161	22	/	/	SYM
cet-15743	161	23	isprs	isprs	NOUN
cet-15743	161	24	-	-	PUNCT
cet-15743	161	25	archives	archive	NOUN
cet-15743	161	26	-	-	PUNCT
cet-15743	161	27	xliii	xliii	NOUN
cet-15743	161	28	-	-	PUNCT
cet-15743	161	29	b2	b2	NOUN
cet-15743	161	30	-	-	PUNCT
cet-15743	161	31	2022	2022	NUM
cet-15743	161	32	-	-	PUNCT
cet-15743	161	33	321	321	NUM
cet-15743	161	34	-	-	SYM
cet-15743	161	35	2022	2022	NUM
cet-15743	161	36	.	.	PUNCT
cet-15743	162	1	zhang	zhang	PROPN
cet-15743	162	2	y.	y.	PROPN
cet-15743	162	3	,	,	PUNCT
cet-15743	162	4	zhao	zhao	PROPN
cet-15743	162	5	w.	w.	PROPN
cet-15743	162	6	,	,	PUNCT
cet-15743	162	7	sun	sun	PROPN
cet-15743	162	8	b.	b.	PROPN
cet-15743	162	9	,	,	PUNCT
cet-15743	162	10	zhang	zhang	PROPN
cet-15743	162	11	y.	y.	PROPN
cet-15743	162	12	,	,	PUNCT
cet-15743	162	13	wen	wen	PROPN
cet-15743	162	14	w.	w.	PROPN
cet-15743	162	15	,	,	PUNCT
cet-15743	162	16	2022	2022	NUM
cet-15743	162	17	,	,	PUNCT
cet-15743	162	18	point	point	VERB
cet-15743	162	19	cloud	cloud	ADJ
cet-15743	162	20	upsampling	upsample	VERB
cet-15743	162	21	algorithm	algorithm	NOUN
cet-15743	162	22	:	:	PUNCT
cet-15743	162	23	a	a	DET
cet-15743	162	24	systematic	systematic	ADJ
cet-15743	162	25	review	review	NOUN
cet-15743	162	26	.	.	PUNCT
cet-15743	163	1	algorithms	algorithm	NOUN
cet-15743	163	2	,	,	PUNCT
cet-15743	163	3	15(4	15(4	NUM
cet-15743	163	4	)	)	PUNCT
cet-15743	163	5	,	,	PUNCT
cet-15743	163	6	doi:10.3390	doi:10.3390	NOUN
cet-15743	163	7	/	/	SYM
cet-15743	163	8	a15040124	a15040124	PROPN
cet-15743	163	9	.	.	PUNCT
cet-15743	164	1	96	96	NUM
cet-15743	164	2	cos25_0085.pdf	cos25_0085.pdf	PROPN
cet-15743	164	3	potential	potential	NOUN
cet-15743	164	4	of	of	ADP
cet-15743	164	5	point	point	NOUN
cet-15743	164	6	cloud	cloud	NOUN
cet-15743	164	7	upsampling	upsample	VERB
cet-15743	164	8	for	for	ADP
cet-15743	164	9	environmental	environmental	ADJ
cet-15743	164	10	protection	protection	NOUN
cet-15743	164	11	:	:	PUNCT
cet-15743	164	12	enhancing	enhance	VERB
cet-15743	164	13	airborne	airborne	ADJ
cet-15743	164	14	lidar	lidar	NOUN
cet-15743	164	15	data	datum	NOUN
cet-15743	164	16	for	for	ADP
cet-15743	164	17	sustainable	sustainable	ADJ
cet-15743	164	18	resource	resource	NOUN
cet-15743	164	19	management	management	NOUN