id	sid	tid	token	lemma	pos
ispiv-52	1	1	14th	14th	ADJ
ispiv-52	1	2	international	international	ADJ
ispiv-52	1	3	symposium	symposium	NOUN
ispiv-52	1	4	on	on	ADP
ispiv-52	1	5	particle	particle	NOUN
ispiv-52	1	6	image	image	NOUN
ispiv-52	1	7	velocimetry	velocimetry	NOUN
ispiv-52	1	8	–	–	PUNCT
ispiv-52	1	9	ispiv	ispiv	NOUN
ispiv-52	1	10	2021	2021	NUM
ispiv-52	1	11	august	august	PROPN
ispiv-52	1	12	1–5	1–5	NUM
ispiv-52	1	13	,	,	PUNCT
ispiv-52	1	14	2021	2021	NUM
ispiv-52	1	15	an	an	DET
ispiv-52	1	16	infrared	infrared	ADJ
ispiv-52	1	17	quantitative	quantitative	ADJ
ispiv-52	1	18	imaging	imaging	NOUN
ispiv-52	1	19	technique	technique	NOUN
ispiv-52	1	20	(	(	PUNCT
ispiv-52	1	21	ir	ir	NOUN
ispiv-52	1	22	-	-	NOUN
ispiv-52	1	23	qiv	qiv	NOUN
ispiv-52	1	24	)	)	PUNCT
ispiv-52	1	25	for	for	ADP
ispiv-52	1	26	remote	remote	ADJ
ispiv-52	1	27	sensing	sensing	NOUN
ispiv-52	1	28	of	of	ADP
ispiv-52	1	29	river	river	NOUN
ispiv-52	1	30	flows	flow	VERB
ispiv-52	1	31	edwin	edwin	PROPN
ispiv-52	1	32	a.	a.	PROPN
ispiv-52	1	33	cowen1∗	cowen1∗	PROPN
ispiv-52	1	34	,	,	PUNCT
ispiv-52	1	35	seth	seth	PROPN
ispiv-52	1	36	a.	a.	PROPN
ispiv-52	1	37	schweitzer1	schweitzer1	NOUN
ispiv-52	1	38	1	1	NUM
ispiv-52	1	39	defrees	defree	NOUN
ispiv-52	1	40	hydraulics	hydraulic	NOUN
ispiv-52	1	41	laboratory	laboratory	NOUN
ispiv-52	1	42	,	,	PUNCT
ispiv-52	1	43	school	school	NOUN
ispiv-52	1	44	of	of	ADP
ispiv-52	1	45	civil	civil	ADJ
ispiv-52	1	46	&	&	CCONJ
ispiv-52	1	47	environmental	environmental	ADJ
ispiv-52	1	48	engineering	engineering	PROPN
ispiv-52	1	49	,	,	PUNCT
ispiv-52	1	50	cornell	cornell	PROPN
ispiv-52	1	51	university	university	PROPN
ispiv-52	1	52	,	,	PUNCT
ispiv-52	1	53	ithaca	ithaca	PROPN
ispiv-52	1	54	,	,	PUNCT
ispiv-52	1	55	ny	ny	PROPN
ispiv-52	1	56	∗	∗	NOUN
ispiv-52	1	57	eac20@cornell.edu	eac20@cornell.edu	NUM
ispiv-52	1	58	stage	stage	NOUN
ispiv-52	1	59	and	and	CCONJ
ispiv-52	1	60	discharge	discharge	NOUN
ispiv-52	1	61	are	be	AUX
ispiv-52	1	62	some	some	PRON
ispiv-52	1	63	of	of	ADP
ispiv-52	1	64	the	the	DET
ispiv-52	1	65	oldest	old	ADJ
ispiv-52	1	66	measurements	measurement	NOUN
ispiv-52	1	67	in	in	ADP
ispiv-52	1	68	environmental	environmental	ADJ
ispiv-52	1	69	fluid	fluid	ADJ
ispiv-52	1	70	mechanics	mechanic	NOUN
ispiv-52	1	71	and	and	CCONJ
ispiv-52	1	72	are	be	AUX
ispiv-52	1	73	vital	vital	ADJ
ispiv-52	1	74	in	in	ADP
ispiv-52	1	75	forecasting	forecast	VERB
ispiv-52	1	76	water	water	NOUN
ispiv-52	1	77	supply	supply	NOUN
ispiv-52	1	78	and	and	CCONJ
ispiv-52	1	79	flood	flood	NOUN
ispiv-52	1	80	safety	safety	NOUN
ispiv-52	1	81	.	.	PUNCT
ispiv-52	2	1	these	these	DET
ispiv-52	2	2	measurements	measurement	NOUN
ispiv-52	2	3	are	be	AUX
ispiv-52	2	4	traditionally	traditionally	ADV
ispiv-52	2	5	manpower	manpower	VERB
ispiv-52	2	6	intensive	intensive	ADJ
ispiv-52	2	7	,	,	PUNCT
ispiv-52	2	8	hence	hence	ADV
ispiv-52	2	9	expensive	expensive	ADJ
ispiv-52	2	10	,	,	PUNCT
ispiv-52	2	11	and	and	CCONJ
ispiv-52	2	12	dangerous	dangerous	ADJ
ispiv-52	2	13	under	under	ADP
ispiv-52	2	14	high	high	ADJ
ispiv-52	2	15	flow	flow	NOUN
ispiv-52	2	16	conditions	condition	NOUN
ispiv-52	2	17	.	.	PUNCT
ispiv-52	3	1	considering	consider	VERB
ispiv-52	3	2	climate	climate	NOUN
ispiv-52	3	3	change	change	NOUN
ispiv-52	3	4	and	and	CCONJ
ispiv-52	3	5	the	the	DET
ispiv-52	3	6	planet	planet	NOUN
ispiv-52	3	7	’s	’s	PART
ispiv-52	3	8	increasing	increase	VERB
ispiv-52	3	9	population	population	NOUN
ispiv-52	3	10	there	there	PRON
ispiv-52	3	11	is	be	VERB
ispiv-52	3	12	a	a	DET
ispiv-52	3	13	critical	critical	ADJ
ispiv-52	3	14	need	need	NOUN
ispiv-52	3	15	for	for	ADP
ispiv-52	3	16	better	well	ADJ
ispiv-52	3	17	,	,	PUNCT
ispiv-52	3	18	more	more	ADV
ispiv-52	3	19	accurate	accurate	ADJ
ispiv-52	3	20	,	,	PUNCT
ispiv-52	3	21	and	and	CCONJ
ispiv-52	3	22	frequent	frequent	ADJ
ispiv-52	3	23	,	,	PUNCT
ispiv-52	3	24	in	in	ADP
ispiv-52	3	25	space	space	NOUN
ispiv-52	3	26	and	and	CCONJ
ispiv-52	3	27	time	time	NOUN
ispiv-52	3	28	,	,	PUNCT
ispiv-52	3	29	data	datum	NOUN
ispiv-52	3	30	for	for	ADP
ispiv-52	3	31	model	model	NOUN
ispiv-52	3	32	and	and	CCONJ
ispiv-52	3	33	forecast	forecast	NOUN
ispiv-52	3	34	guidance	guidance	NOUN
ispiv-52	3	35	.	.	PUNCT
ispiv-52	4	1	this	this	PRON
ispiv-52	4	2	need	need	VERB
ispiv-52	4	3	spans	span	NOUN
ispiv-52	4	4	monitoring	monitor	VERB
ispiv-52	4	5	small	small	ADJ
ispiv-52	4	6	-	-	PUNCT
ispiv-52	4	7	scale	scale	NOUN
ispiv-52	4	8	turbulent	turbulent	ADJ
ispiv-52	4	9	processes	process	NOUN
ispiv-52	4	10	to	to	ADP
ispiv-52	4	11	calibrating	calibrate	VERB
ispiv-52	4	12	and	and	CCONJ
ispiv-52	4	13	nudging	nudge	VERB
ispiv-52	4	14	continental	continental	ADJ
ispiv-52	4	15	scale	scale	NOUN
ispiv-52	4	16	river	river	NOUN
ispiv-52	4	17	dynamics	dynamic	NOUN
ispiv-52	4	18	models	model	NOUN
ispiv-52	4	19	.	.	PUNCT
ispiv-52	5	1	driven	drive	VERB
ispiv-52	5	2	by	by	ADP
ispiv-52	5	3	applications	application	NOUN
ispiv-52	5	4	from	from	ADP
ispiv-52	5	5	river	river	NOUN
ispiv-52	5	6	gaging	gage	VERB
ispiv-52	5	7	networks	network	NOUN
ispiv-52	5	8	to	to	PART
ispiv-52	5	9	fish	fish	VERB
ispiv-52	5	10	behavior	behavior	NOUN
ispiv-52	5	11	modeling	modeling	NOUN
ispiv-52	5	12	to	to	ADP
ispiv-52	5	13	flood	flood	NOUN
ispiv-52	5	14	and	and	CCONJ
ispiv-52	5	15	erosion	erosion	NOUN
ispiv-52	5	16	forecasting	forecasting	NOUN
ispiv-52	5	17	,	,	PUNCT
ispiv-52	5	18	and	and	CCONJ
ispiv-52	5	19	more	more	ADV
ispiv-52	5	20	generally	generally	ADV
ispiv-52	5	21	,	,	PUNCT
ispiv-52	5	22	the	the	DET
ispiv-52	5	23	near	near	ADJ
ispiv-52	5	24	-	-	PUNCT
ispiv-52	5	25	shore	shore	NOUN
ispiv-52	5	26	environment	environment	NOUN
ispiv-52	5	27	of	of	ADP
ispiv-52	5	28	lakes	lake	NOUN
ispiv-52	5	29	,	,	PUNCT
ispiv-52	5	30	estuaries	estuary	NOUN
ispiv-52	5	31	and	and	CCONJ
ispiv-52	5	32	the	the	DET
ispiv-52	5	33	coasts	coast	NOUN
ispiv-52	5	34	,	,	PUNCT
ispiv-52	5	35	remote	remote	ADJ
ispiv-52	5	36	sensing	sensing	NOUN
ispiv-52	5	37	with	with	ADP
ispiv-52	5	38	quantitative	quantitative	ADJ
ispiv-52	5	39	imaging	imaging	NOUN
ispiv-52	5	40	tools	tool	NOUN
ispiv-52	5	41	is	be	AUX
ispiv-52	5	42	a	a	DET
ispiv-52	5	43	rapidly	rapidly	ADV
ispiv-52	5	44	expanding	expand	VERB
ispiv-52	5	45	field	field	NOUN
ispiv-52	5	46	.	.	PUNCT
ispiv-52	6	1	such	such	ADJ
ispiv-52	6	2	tools	tool	NOUN
ispiv-52	6	3	can	can	AUX
ispiv-52	6	4	be	be	AUX
ispiv-52	6	5	deployed	deploy	VERB
ispiv-52	6	6	from	from	ADP
ispiv-52	6	7	fixed	fix	VERB
ispiv-52	6	8	platforms	platform	NOUN
ispiv-52	6	9	,	,	PUNCT
ispiv-52	6	10	drones	drone	NOUN
ispiv-52	6	11	,	,	PUNCT
ispiv-52	6	12	planes	plane	NOUN
ispiv-52	6	13	and	and	CCONJ
ispiv-52	6	14	satellites	satellite	NOUN
ispiv-52	6	15	with	with	ADP
ispiv-52	6	16	valuable	valuable	ADJ
ispiv-52	6	17	information	information	NOUN
ispiv-52	6	18	contained	contain	VERB
ispiv-52	6	19	within	within	ADP
ispiv-52	6	20	the	the	DET
ispiv-52	6	21	visible	visible	ADJ
ispiv-52	6	22	to	to	ADP
ispiv-52	6	23	infrared	infrared	ADJ
ispiv-52	6	24	spectral	spectral	ADJ
ispiv-52	6	25	bands	band	NOUN
ispiv-52	6	26	.	.	PUNCT
ispiv-52	7	1	figure	figure	NOUN
ispiv-52	7	2	1	1	NUM
ispiv-52	7	3	:	:	PUNCT
ispiv-52	7	4	infrared	infrared	ADJ
ispiv-52	7	5	image	image	NOUN
ispiv-52	7	6	of	of	ADP
ispiv-52	7	7	the	the	DET
ispiv-52	7	8	water	water	NOUN
ispiv-52	7	9	surface	surface	NOUN
ispiv-52	7	10	of	of	ADP
ispiv-52	7	11	a	a	DET
ispiv-52	7	12	river	river	NOUN
ispiv-52	7	13	(	(	PUNCT
ispiv-52	7	14	sutter	sutter	NOUN
ispiv-52	7	15	slough	slough	PROPN
ispiv-52	7	16	,	,	PUNCT
ispiv-52	7	17	california	california	PROPN
ispiv-52	7	18	,	,	PUNCT
ispiv-52	7	19	usa	usa	PROPN
ispiv-52	7	20	)	)	PUNCT
ispiv-52	7	21	.	.	PUNCT
ispiv-52	8	1	the	the	DET
ispiv-52	8	2	infrared	infrared	ADJ
ispiv-52	8	3	image	image	NOUN
ispiv-52	8	4	is	be	AUX
ispiv-52	8	5	georeferenced	georeference	VERB
ispiv-52	8	6	and	and	CCONJ
ispiv-52	8	7	overlaid	overlay	VERB
ispiv-52	8	8	on	on	ADP
ispiv-52	8	9	an	an	DET
ispiv-52	8	10	aerial	aerial	ADJ
ispiv-52	8	11	image	image	NOUN
ispiv-52	8	12	.	.	PUNCT
ispiv-52	9	1	detailed	detailed	ADJ
ispiv-52	9	2	thermal	thermal	ADJ
ispiv-52	9	3	patterns	pattern	NOUN
ispiv-52	9	4	can	can	AUX
ispiv-52	9	5	be	be	AUX
ispiv-52	9	6	seen	see	VERB
ispiv-52	9	7	at	at	ADP
ispiv-52	9	8	the	the	DET
ispiv-52	9	9	water	water	NOUN
ispiv-52	9	10	surface	surface	NOUN
ispiv-52	9	11	.	.	PUNCT
ispiv-52	10	1	yellow	yellow	ADJ
ispiv-52	10	2	and	and	CCONJ
ispiv-52	10	3	blue	blue	ADJ
ispiv-52	10	4	hues	hue	NOUN
ispiv-52	10	5	indicate	indicate	VERB
ispiv-52	10	6	thermal	thermal	ADJ
ispiv-52	10	7	patterns	pattern	NOUN
ispiv-52	10	8	at	at	ADP
ispiv-52	10	9	the	the	DET
ispiv-52	10	10	water	water	NOUN
ispiv-52	10	11	surface	surface	NOUN
ispiv-52	10	12	,	,	PUNCT
ispiv-52	10	13	purple	purple	ADJ
ispiv-52	10	14	and	and	CCONJ
ispiv-52	10	15	silver	silver	ADJ
ispiv-52	10	16	hues	hue	NOUN
ispiv-52	10	17	are	be	AUX
ispiv-52	10	18	from	from	ADP
ispiv-52	10	19	foliage	foliage	NOUN
ispiv-52	10	20	on	on	ADP
ispiv-52	10	21	the	the	DET
ispiv-52	10	22	river	river	NOUN
ispiv-52	10	23	banks	bank	NOUN
ispiv-52	10	24	.	.	PUNCT
ispiv-52	11	1	the	the	DET
ispiv-52	11	2	width	width	NOUN
ispiv-52	11	3	of	of	ADP
ispiv-52	11	4	the	the	DET
ispiv-52	11	5	river	river	NOUN
ispiv-52	11	6	is	be	AUX
ispiv-52	11	7	approximately	approximately	ADV
ispiv-52	11	8	50	50	NUM
ispiv-52	11	9	m.	m.	NOUN
ispiv-52	11	10	distances	distance	NOUN
ispiv-52	11	11	are	be	AUX
ispiv-52	11	12	in	in	ADP
ispiv-52	11	13	meters	meter	NOUN
ispiv-52	11	14	on	on	ADP
ispiv-52	11	15	the	the	DET
ispiv-52	11	16	utm	utm	PROPN
ispiv-52	11	17	grid	grid	NOUN
ispiv-52	11	18	.	.	PUNCT
ispiv-52	12	1	in	in	ADP
ispiv-52	12	2	this	this	DET
ispiv-52	12	3	presentation	presentation	NOUN
ispiv-52	12	4	we	we	PRON
ispiv-52	12	5	focus	focus	VERB
ispiv-52	12	6	on	on	ADP
ispiv-52	12	7	using	use	VERB
ispiv-52	12	8	a	a	DET
ispiv-52	12	9	remotely	remotely	ADV
ispiv-52	12	10	mounted	mount	VERB
ispiv-52	12	11	infrared	infrared	NOUN
ispiv-52	12	12	(	(	PUNCT
ispiv-52	12	13	ir	ir	NOUN
ispiv-52	12	14	)	)	PUNCT
ispiv-52	12	15	camera	camera	NOUN
ispiv-52	12	16	to	to	PART
ispiv-52	12	17	monitor	monitor	VERB
ispiv-52	12	18	the	the	DET
ispiv-52	12	19	mean	mean	ADJ
ispiv-52	12	20	and	and	CCONJ
ispiv-52	12	21	instantaneous	instantaneous	ADJ
ispiv-52	12	22	surface	surface	NOUN
ispiv-52	12	23	velocity	velocity	NOUN
ispiv-52	12	24	field	field	NOUN
ispiv-52	12	25	of	of	ADP
ispiv-52	12	26	rivers	river	NOUN
ispiv-52	12	27	and	and	CCONJ
ispiv-52	12	28	on	on	ADP
ispiv-52	12	29	how	how	SCONJ
ispiv-52	12	30	bathymetry	bathymetry	NOUN
ispiv-52	12	31	,	,	PUNCT
ispiv-52	12	32	flow	flow	NOUN
ispiv-52	12	33	rate	rate	NOUN
ispiv-52	12	34	,	,	PUNCT
ispiv-52	12	35	and	and	CCONJ
ispiv-52	12	36	metrics	metric	NOUN
ispiv-52	12	37	of	of	ADP
ispiv-52	12	38	turbulence	turbulence	NOUN
ispiv-52	12	39	,	,	PUNCT
ispiv-52	12	40	can	can	AUX
ispiv-52	12	41	be	be	AUX
ispiv-52	12	42	inferred	infer	VERB
ispiv-52	12	43	from	from	ADP
ispiv-52	12	44	the	the	DET
ispiv-52	12	45	collected	collect	VERB
ispiv-52	12	46	ir	ir	PROPN
ispiv-52	12	47	images	image	NOUN
ispiv-52	12	48	.	.	PUNCT
ispiv-52	13	1	we	we	PRON
ispiv-52	13	2	provide	provide	VERB
ispiv-52	13	3	details	detail	NOUN
ispiv-52	13	4	of	of	ADP
ispiv-52	13	5	our	our	PRON
ispiv-52	13	6	developed	develop	VERB
ispiv-52	13	7	infrared	infrare	VERB
ispiv-52	13	8	quantitative	quantitative	ADJ
ispiv-52	13	9	image	image	NOUN
ispiv-52	13	10	velocimetry	velocimetry	NOUN
ispiv-52	13	11	(	(	PUNCT
ispiv-52	13	12	ir	ir	NOUN
ispiv-52	13	13	-	-	NOUN
ispiv-52	13	14	qiv	qiv	NOUN
ispiv-52	13	15	)	)	PUNCT
ispiv-52	13	16	method	method	NOUN
ispiv-52	13	17	,	,	PUNCT
ispiv-52	13	18	which	which	PRON
ispiv-52	13	19	capable	capable	ADJ
ispiv-52	13	20	of	of	ADP
ispiv-52	13	21	measuring	measure	VERB
ispiv-52	13	22	instantaneous	instantaneous	ADJ
ispiv-52	13	23	velocity	velocity	NOUN
ispiv-52	13	24	at	at	ADP
ispiv-52	13	25	high	high	ADJ
ispiv-52	13	26	spatial	spatial	ADJ
ispiv-52	13	27	and	and	CCONJ
ispiv-52	13	28	temporal	temporal	ADJ
ispiv-52	13	29	resolution	resolution	NOUN
ispiv-52	13	30	,	,	PUNCT
ispiv-52	13	31	over	over	ADP
ispiv-52	13	32	spatial	spatial	ADJ
ispiv-52	13	33	domains	domain	NOUN
ispiv-52	13	34	with	with	ADP
ispiv-52	13	35	side	side	NOUN
ispiv-52	13	36	length	length	NOUN
ispiv-52	13	37	scales	scale	NOUN
ispiv-52	13	38	of	of	ADP
ispiv-52	13	39	order	order	NOUN
ispiv-52	13	40	10	10	NUM
ispiv-52	13	41	m	m	NOUN
ispiv-52	13	42	to	to	ADP
ispiv-52	13	43	100	100	NUM
ispiv-52	13	44	m	m	NOUN
ispiv-52	13	45	(	(	PUNCT
ispiv-52	13	46	i.e.	i.e.	X
ispiv-52	13	47	,	,	PUNCT
ispiv-52	13	48	areas	area	NOUN
ispiv-52	13	49	of	of	ADP
ispiv-52	13	50	102	102	NUM
ispiv-52	13	51	m2	m2	PROPN
ispiv-52	13	52	to	to	ADP
ispiv-52	13	53	104	104	NUM
ispiv-52	13	54	m2	m2	PROPN
ispiv-52	13	55	)	)	PUNCT
ispiv-52	13	56	without	without	ADP
ispiv-52	13	57	the	the	DET
ispiv-52	13	58	use	use	NOUN
ispiv-52	13	59	of	of	ADP
ispiv-52	13	60	artificial	artificial	ADJ
ispiv-52	13	61	flow	flow	NOUN
ispiv-52	13	62	seeding	seeding	NOUN
ispiv-52	13	63	or	or	CCONJ
ispiv-52	13	64	illumination	illumination	NOUN
ispiv-52	13	65	(	(	PUNCT
ispiv-52	13	66	schweitzer	schweitzer	PROPN
ispiv-52	13	67	and	and	CCONJ
ispiv-52	13	68	cowen	cowen	PROPN
ispiv-52	13	69	,	,	PUNCT
ispiv-52	13	70	under	under	ADP
ispiv-52	13	71	review	review	NOUN
ispiv-52	13	72	)	)	PUNCT
ispiv-52	13	73	.	.	PUNCT
ispiv-52	14	1	we	we	PRON
ispiv-52	14	2	present	present	VERB
ispiv-52	14	3	results	result	NOUN
ispiv-52	14	4	from	from	ADP
ispiv-52	14	5	field	field	NOUN
ispiv-52	14	6	measurements	measurement	NOUN
ispiv-52	14	7	,	,	PUNCT
ispiv-52	14	8	made	make	VERB
ispiv-52	14	9	in	in	ADP
ispiv-52	14	10	collaboration	collaboration	NOUN
ispiv-52	14	11	with	with	ADP
ispiv-52	14	12	the	the	DET
ispiv-52	14	13	united	united	PROPN
ispiv-52	14	14	states	states	PROPN
ispiv-52	14	15	geological	geological	ADJ
ispiv-52	14	16	survey	survey	NOUN
ispiv-52	14	17	(	(	PUNCT
ispiv-52	14	18	usgs	usgs	PROPN
ispiv-52	14	19	)	)	PUNCT
ispiv-52	14	20	and	and	CCONJ
ispiv-52	14	21	the	the	DET
ispiv-52	14	22	department	department	NOUN
ispiv-52	14	23	of	of	ADP
ispiv-52	14	24	water	water	NOUN
ispiv-52	14	25	resources	resource	NOUN
ispiv-52	14	26	(	(	PUNCT
ispiv-52	14	27	dwr	dwr	NOUN
ispiv-52	14	28	)	)	PUNCT
ispiv-52	14	29	,	,	PUNCT
ispiv-52	14	30	in	in	ADP
ispiv-52	14	31	the	the	DET
ispiv-52	14	32	sacramento	sacramento	PROPN
ispiv-52	14	33	–	–	PUNCT
ispiv-52	14	34	san	san	PROPN
ispiv-52	14	35	joaquin	joaquin	PROPN
ispiv-52	14	36	river	river	PROPN
ispiv-52	14	37	delta	delta	PROPN
ispiv-52	14	38	,	,	PUNCT
ispiv-52	14	39	ca	ca	PROPN
ispiv-52	14	40	,	,	PUNCT
ispiv-52	14	41	usa	usa	PROPN
ispiv-52	14	42	,	,	PUNCT
ispiv-52	14	43	and	and	CCONJ
ispiv-52	14	44	the	the	DET
ispiv-52	14	45	finger	finger	NOUN
ispiv-52	14	46	lakes	lake	VERB
ispiv-52	14	47	region	region	NOUN
ispiv-52	14	48	of	of	ADP
ispiv-52	14	49	new	new	PROPN
ispiv-52	14	50	york	york	PROPN
ispiv-52	14	51	,	,	PUNCT
ispiv-52	14	52	usa	usa	PROPN
ispiv-52	14	53	.	.	PUNCT
ispiv-52	15	1	we	we	PRON
ispiv-52	15	2	compare	compare	VERB
ispiv-52	15	3	state	state	NOUN
ispiv-52	15	4	-	-	PUNCT
ispiv-52	15	5	of	of	ADP
ispiv-52	15	6	-	-	PUNCT
ispiv-52	15	7	the	the	DET
ispiv-52	15	8	-	-	PUNCT
ispiv-52	15	9	art	art	NOUN
ispiv-52	15	10	acoustic	acoustic	ADJ
ispiv-52	15	11	approaches	approach	NOUN
ispiv-52	15	12	used	use	VERB
ispiv-52	15	13	by	by	ADP
ispiv-52	15	14	the	the	DET
ispiv-52	15	15	usgs	usgs	PROPN
ispiv-52	15	16	to	to	ADP
ispiv-52	15	17	measurements	measurement	NOUN
ispiv-52	15	18	made	make	VERB
ispiv-52	15	19	by	by	ADP
ispiv-52	15	20	our	our	PRON
ispiv-52	15	21	ir	ir	PROPN
ispiv-52	15	22	-	-	ADJ
ispiv-52	15	23	qiv	qiv	NOUN
ispiv-52	15	24	technique	technique	NOUN
ispiv-52	15	25	.	.	PUNCT
ispiv-52	16	1	we	we	PRON
ispiv-52	16	2	describe	describe	VERB
ispiv-52	16	3	key	key	ADJ
ispiv-52	16	4	similarities	similarity	NOUN
ispiv-52	16	5	and	and	CCONJ
ispiv-52	16	6	differences	difference	NOUN
ispiv-52	16	7	relative	relative	ADJ
ispiv-52	16	8	to	to	ADP
ispiv-52	16	9	current	current	ADJ
ispiv-52	16	10	visible	visible	ADJ
ispiv-52	16	11	light	light	NOUN
ispiv-52	16	12	based	base	VERB
ispiv-52	16	13	techniques	technique	NOUN
ispiv-52	16	14	(	(	PUNCT
ispiv-52	16	15	e.g.	e.g.	ADV
ispiv-52	16	16	,	,	PUNCT
ispiv-52	16	17	large	large	ADJ
ispiv-52	16	18	scale	scale	NOUN
ispiv-52	16	19	particle	particle	NOUN
ispiv-52	16	20	image	image	NOUN
ispiv-52	16	21	velocimetry	velocimetry	NOUN
ispiv-52	16	22	,	,	PUNCT
ispiv-52	16	23	or	or	CCONJ
ispiv-52	16	24	lspiv	lspiv	NOUN
ispiv-52	16	25	)	)	PUNCT
ispiv-52	16	26	,	,	PUNCT
ispiv-52	16	27	methods	method	NOUN
ispiv-52	16	28	to	to	PART
ispiv-52	16	29	minimize	minimize	VERB
ispiv-52	16	30	uncertainty	uncertainty	NOUN
ispiv-52	16	31	in	in	ADP
ispiv-52	16	32	the	the	DET
ispiv-52	16	33	measurements	measurement	NOUN
ispiv-52	16	34	,	,	PUNCT
ispiv-52	16	35	and	and	CCONJ
ispiv-52	16	36	how	how	SCONJ
ispiv-52	16	37	to	to	PART
ispiv-52	16	38	use	use	VERB
ispiv-52	16	39	the	the	DET
ispiv-52	16	40	physics	physics	NOUN
ispiv-52	16	41	of	of	ADP
ispiv-52	16	42	open	open	ADJ
ispiv-52	16	43	channel	channel	NOUN
ispiv-52	16	44	flows	flow	VERB
ispiv-52	16	45	to	to	PART
ispiv-52	16	46	calculate	calculate	VERB
ispiv-52	16	47	the	the	DET
ispiv-52	16	48	bathymetry	bathymetry	NOUN
ispiv-52	16	49	from	from	ADP
ispiv-52	16	50	remotely	remotely	ADV
ispiv-52	16	51	measured	measure	VERB
ispiv-52	16	52	turbulent	turbulent	ADJ
ispiv-52	16	53	integral	integral	ADJ
ispiv-52	16	54	length	length	NOUN
ispiv-52	16	55	scales	scale	NOUN
ispiv-52	16	56	of	of	ADP
ispiv-52	16	57	the	the	DET
ispiv-52	16	58	flow	flow	NOUN
ispiv-52	16	59	(	(	PUNCT
ispiv-52	16	60	johnson	johnson	PROPN
ispiv-52	16	61	and	and	CCONJ
ispiv-52	16	62	cowen	cowen	PROPN
ispiv-52	16	63	,	,	PUNCT
ispiv-52	16	64	2016	2016	NUM
ispiv-52	16	65	)	)	PUNCT
ispiv-52	16	66	and	and	CCONJ
ispiv-52	16	67	leverage	leverage	VERB
ispiv-52	16	68	the	the	DET
ispiv-52	16	69	measured	measured	ADJ
ispiv-52	16	70	surface	surface	NOUN
ispiv-52	16	71	mean	mean	VERB
ispiv-52	16	72	velocity	velocity	NOUN
ispiv-52	16	73	field	field	NOUN
ispiv-52	16	74	to	to	PART
ispiv-52	16	75	calculate	calculate	VERB
ispiv-52	16	76	the	the	DET
ispiv-52	16	77	flow	flow	NOUN
ispiv-52	16	78	rate	rate	NOUN
ispiv-52	16	79	at	at	ADP
ispiv-52	16	80	a	a	DET
ispiv-52	16	81	river	river	NOUN
ispiv-52	16	82	cross	cross	NOUN
ispiv-52	16	83	-	-	NOUN
ispiv-52	16	84	section	section	NOUN
ispiv-52	16	85	.	.	PUNCT
ispiv-52	17	1	figure	figure	NOUN
ispiv-52	17	2	2	2	NUM
ispiv-52	17	3	:	:	SYM
ispiv-52	17	4	five	five	NUM
ispiv-52	17	5	minute	minute	NOUN
ispiv-52	17	6	mean	mean	NOUN
ispiv-52	17	7	velocity	velocity	NOUN
ispiv-52	17	8	field	field	NOUN
ispiv-52	17	9	over	over	ADP
ispiv-52	17	10	several	several	ADJ
ispiv-52	17	11	hundred	hundred	NUM
ispiv-52	17	12	m2	m2	NOUN
ispiv-52	17	13	at	at	ADP
ispiv-52	17	14	the	the	DET
ispiv-52	17	15	surface	surface	NOUN
ispiv-52	17	16	of	of	ADP
ispiv-52	17	17	a	a	DET
ispiv-52	17	18	river	river	NOUN
ispiv-52	17	19	,	,	PUNCT
ispiv-52	17	20	measured	measure	VERB
ispiv-52	17	21	by	by	ADP
ispiv-52	17	22	ir	ir	PROPN
ispiv-52	17	23	-	-	NOUN
ispiv-52	17	24	qiv	qiv	NOUN
ispiv-52	17	25	.	.	PUNCT
ispiv-52	18	1	background	background	NOUN
ispiv-52	18	2	color	color	NOUN
ispiv-52	18	3	indicates	indicate	VERB
ispiv-52	18	4	the	the	DET
ispiv-52	18	5	local	local	ADJ
ispiv-52	18	6	temporally	temporally	ADV
ispiv-52	18	7	averaged	average	VERB
ispiv-52	18	8	velocity	velocity	NOUN
ispiv-52	18	9	magnitude	magnitude	NOUN
ispiv-52	18	10	.	.	PUNCT
ispiv-52	19	1	arrows	arrow	NOUN
ispiv-52	19	2	indicate	indicate	VERB
ispiv-52	19	3	the	the	DET
ispiv-52	19	4	local	local	ADJ
ispiv-52	19	5	mean	mean	NOUN
ispiv-52	19	6	velocity	velocity	NOUN
ispiv-52	19	7	vector	vector	NOUN
ispiv-52	19	8	.	.	PUNCT
ispiv-52	20	1	we	we	PRON
ispiv-52	20	2	describe	describe	VERB
ispiv-52	20	3	considerations	consideration	NOUN
ispiv-52	20	4	related	relate	VERB
ispiv-52	20	5	to	to	ADP
ispiv-52	20	6	acquisition	acquisition	NOUN
ispiv-52	20	7	of	of	ADP
ispiv-52	20	8	infrared	infrared	ADJ
ispiv-52	20	9	images	image	NOUN
ispiv-52	20	10	for	for	ADP
ispiv-52	20	11	ir	ir	NOUN
ispiv-52	20	12	-	-	NOUN
ispiv-52	20	13	qiv	qiv	NOUN
ispiv-52	20	14	(	(	PUNCT
ispiv-52	20	15	camera	camera	NOUN
ispiv-52	20	16	selection	selection	NOUN
ispiv-52	20	17	,	,	PUNCT
ispiv-52	20	18	effects	effect	NOUN
ispiv-52	20	19	of	of	ADP
ispiv-52	20	20	environmental	environmental	ADJ
ispiv-52	20	21	conditions	condition	NOUN
ispiv-52	20	22	on	on	ADP
ispiv-52	20	23	image	image	NOUN
ispiv-52	20	24	quality	quality	NOUN
ispiv-52	20	25	and	and	CCONJ
ispiv-52	20	26	suitability	suitability	NOUN
ispiv-52	20	27	for	for	ADP
ispiv-52	20	28	velocimetry	velocimetry	NOUN
ispiv-52	20	29	)	)	PUNCT
ispiv-52	20	30	,	,	PUNCT
ispiv-52	20	31	and	and	CCONJ
ispiv-52	20	32	also	also	ADV
ispiv-52	20	33	aspects	aspect	NOUN
ispiv-52	20	34	that	that	PRON
ispiv-52	20	35	are	be	AUX
ispiv-52	20	36	relevant	relevant	ADJ
ispiv-52	20	37	to	to	ADP
ispiv-52	20	38	large	large	ADJ
ispiv-52	20	39	-	-	PUNCT
ispiv-52	20	40	scale	scale	NOUN
ispiv-52	20	41	,	,	PUNCT
ispiv-52	20	42	image	image	NOUN
ispiv-52	20	43	-	-	PUNCT
ispiv-52	20	44	based	base	VERB
ispiv-52	20	45	,	,	PUNCT
ispiv-52	20	46	velocimetry	velocimetry	NOUN
ispiv-52	20	47	methods	method	NOUN
ispiv-52	20	48	,	,	PUNCT
ispiv-52	20	49	regardless	regardless	ADV
ispiv-52	20	50	of	of	ADP
ispiv-52	20	51	the	the	DET
ispiv-52	20	52	spectral	spectral	ADJ
ispiv-52	20	53	range	range	NOUN
ispiv-52	20	54	of	of	ADP
ispiv-52	20	55	the	the	DET
ispiv-52	20	56	images	image	NOUN
ispiv-52	20	57	(	(	PUNCT
ispiv-52	20	58	i.e.	i.e.	X
ispiv-52	20	59	,	,	PUNCT
ispiv-52	20	60	ir	ir	NOUN
ispiv-52	20	61	or	or	CCONJ
ispiv-52	20	62	visible	visible	ADJ
ispiv-52	20	63	-	-	PUNCT
ispiv-52	20	64	light	light	NOUN
ispiv-52	20	65	)	)	PUNCT
ispiv-52	20	66	,	,	PUNCT
ispiv-52	20	67	in	in	ADP
ispiv-52	20	68	particular	particular	ADJ
ispiv-52	20	69	for	for	ADP
ispiv-52	20	70	images	image	NOUN
ispiv-52	20	71	acquired	acquire	VERB
ispiv-52	20	72	at	at	ADP
ispiv-52	20	73	oblique	oblique	ADJ
ispiv-52	20	74	viewing	viewing	NOUN
ispiv-52	20	75	angles	angle	NOUN
ispiv-52	20	76	.	.	PUNCT
ispiv-52	21	1	these	these	PRON
ispiv-52	21	2	include	include	VERB
ispiv-52	21	3	selection	selection	NOUN
ispiv-52	21	4	of	of	ADP
ispiv-52	21	5	an	an	DET
ispiv-52	21	6	optimal	optimal	ADJ
ispiv-52	21	7	algorithm	algorithm	NOUN
ispiv-52	21	8	for	for	ADP
ispiv-52	21	9	pattern	pattern	NOUN
ispiv-52	21	10	tracking	tracking	NOUN
ispiv-52	21	11	(	(	PUNCT
ispiv-52	21	12	e.g.	e.g.	ADV
ispiv-52	21	13	,	,	PUNCT
ispiv-52	21	14	cross	cross	NOUN
ispiv-52	21	15	-	-	NOUN
ispiv-52	21	16	correlation	correlation	NOUN
ispiv-52	21	17	,	,	PUNCT
ispiv-52	21	18	minimum	minimum	ADJ
ispiv-52	21	19	quadratic	quadratic	ADJ
ispiv-52	21	20	difference	difference	NOUN
ispiv-52	21	21	,	,	PUNCT
ispiv-52	21	22	phase	phase	NOUN
ispiv-52	21	23	-	-	PUNCT
ispiv-52	21	24	only	only	ADV
ispiv-52	21	25	correlation	correlation	NOUN
ispiv-52	21	26	)	)	PUNCT
ispiv-52	21	27	,	,	PUNCT
ispiv-52	21	28	optimal	optimal	ADJ
ispiv-52	21	29	subwindow	subwindow	NOUN
ispiv-52	21	30	size	size	NOUN
ispiv-52	21	31	selection	selection	NOUN
ispiv-52	21	32	based	base	VERB
ispiv-52	21	33	on	on	ADP
ispiv-52	21	34	image	image	NOUN
ispiv-52	21	35	dynamic	dynamic	ADJ
ispiv-52	21	36	range	range	NOUN
ispiv-52	21	37	and	and	CCONJ
ispiv-52	21	38	parameters	parameter	NOUN
ispiv-52	21	39	such	such	ADJ
ispiv-52	21	40	as	as	ADP
ispiv-52	21	41	length	length	NOUN
ispiv-52	21	42	scales	scale	NOUN
ispiv-52	21	43	apparent	apparent	ADJ
ispiv-52	21	44	in	in	ADP
ispiv-52	21	45	the	the	DET
ispiv-52	21	46	images	image	NOUN
ispiv-52	21	47	,	,	PUNCT
ispiv-52	21	48	georeferencing	georeferencing	NOUN
ispiv-52	21	49	needs	need	NOUN
ispiv-52	21	50	,	,	PUNCT
ispiv-52	21	51	and	and	CCONJ
ispiv-52	21	52	methods	method	NOUN
ispiv-52	21	53	of	of	ADP
ispiv-52	21	54	quantifying	quantify	VERB
ispiv-52	21	55	uncertainty	uncertainty	NOUN
ispiv-52	21	56	in	in	ADP
ispiv-52	21	57	the	the	DET
ispiv-52	21	58	measurements	measurement	NOUN
ispiv-52	21	59	.	.	PUNCT
ispiv-52	22	1	figure	figure	VERB
ispiv-52	22	2	3	3	NUM
ispiv-52	22	3	:	:	PUNCT
ispiv-52	22	4	comparison	comparison	NOUN
ispiv-52	22	5	of	of	ADP
ispiv-52	22	6	ten	ten	NUM
ispiv-52	22	7	minutes	minute	NOUN
ispiv-52	22	8	of	of	ADP
ispiv-52	22	9	surface	surface	NOUN
ispiv-52	22	10	velocity	velocity	NOUN
ispiv-52	22	11	records	record	NOUN
ispiv-52	22	12	made	make	VERB
ispiv-52	22	13	by	by	ADP
ispiv-52	22	14	ir	ir	NOUN
ispiv-52	22	15	-	-	NOUN
ispiv-52	22	16	qiv	qiv	NOUN
ispiv-52	22	17	and	and	CCONJ
ispiv-52	22	18	an	an	DET
ispiv-52	22	19	adv	adv	INTJ
ispiv-52	22	20	located	locate	VERB
ispiv-52	22	21	at	at	ADP
ispiv-52	22	22	a	a	DET
ispiv-52	22	23	depth	depth	NOUN
ispiv-52	22	24	of	of	ADP
ispiv-52	22	25	approximately	approximately	ADV
ispiv-52	22	26	1	1	NUM
ispiv-52	22	27	m	m	NOUN
ispiv-52	22	28	and	and	CCONJ
ispiv-52	22	29	a	a	DET
ispiv-52	22	30	horizontal	horizontal	ADJ
ispiv-52	22	31	distance	distance	NOUN
ispiv-52	22	32	of	of	ADP
ispiv-52	22	33	1	1	NUM
ispiv-52	22	34	m	m	NOUN
ispiv-52	22	35	from	from	ADP
ispiv-52	22	36	the	the	DET
ispiv-52	22	37	ir	ir	PROPN
ispiv-52	22	38	-	-	ADJ
ispiv-52	22	39	qiv	qiv	NOUN
ispiv-52	22	40	measurement	measurement	NOUN
ispiv-52	22	41	location	location	NOUN
ispiv-52	22	42	.	.	PUNCT
ispiv-52	23	1	acknowledgements	acknowledgement	NOUN
ispiv-52	23	2	funding	fund	VERB
ispiv-52	23	3	for	for	ADP
ispiv-52	23	4	this	this	DET
ispiv-52	23	5	work	work	NOUN
ispiv-52	23	6	was	be	AUX
ispiv-52	23	7	provided	provide	VERB
ispiv-52	23	8	by	by	ADP
ispiv-52	23	9	the	the	DET
ispiv-52	23	10	california	california	PROPN
ispiv-52	23	11	department	department	PROPN
ispiv-52	23	12	of	of	ADP
ispiv-52	23	13	water	water	NOUN
ispiv-52	23	14	resources	resource	NOUN
ispiv-52	23	15	(	(	PUNCT
ispiv-52	23	16	dwr	dwr	NOUN
ispiv-52	23	17	)	)	PUNCT
ispiv-52	23	18	.	.	PUNCT
ispiv-52	24	1	references	reference	NOUN
ispiv-52	24	2	johnson	johnson	PROPN
ispiv-52	24	3	ed	ed	PROPN
ispiv-52	24	4	and	and	CCONJ
ispiv-52	24	5	cowen	cowen	PROPN
ispiv-52	24	6	ea	ea	PROPN
ispiv-52	24	7	(	(	PUNCT
ispiv-52	24	8	2016	2016	NUM
ispiv-52	24	9	)	)	PUNCT
ispiv-52	24	10	remote	remote	ADJ
ispiv-52	24	11	monitoring	monitoring	NOUN
ispiv-52	24	12	of	of	ADP
ispiv-52	24	13	volumetric	volumetric	ADJ
ispiv-52	24	14	discharge	discharge	NOUN
ispiv-52	24	15	employing	employ	VERB
ispiv-52	24	16	bathymetry	bathymetry	NOUN
ispiv-52	24	17	determined	determine	VERB
ispiv-52	24	18	from	from	ADP
ispiv-52	24	19	surface	surface	NOUN
ispiv-52	24	20	turbulence	turbulence	NOUN
ispiv-52	24	21	metrics	metric	NOUN
ispiv-52	24	22	.	.	PUNCT
ispiv-52	25	1	water	water	NOUN
ispiv-52	25	2	resources	resource	NOUN
ispiv-52	25	3	research	research	VERB
ispiv-52	25	4	52:2178–2193	52:2178–2193	NUM
ispiv-52	25	5	schweitzer	schweitzer	NOUN
ispiv-52	25	6	sa	sa	PROPN
ispiv-52	25	7	and	and	CCONJ
ispiv-52	25	8	cowen	cowen	PROPN
ispiv-52	25	9	ea	ea	PROPN
ispiv-52	25	10	(	(	PUNCT
ispiv-52	25	11	under	under	ADP
ispiv-52	25	12	review	review	NOUN
ispiv-52	25	13	)	)	PUNCT
ispiv-52	25	14	instantaneous	instantaneous	ADJ
ispiv-52	25	15	river	river	NOUN
ispiv-52	25	16	-	-	PUNCT
ispiv-52	25	17	wide	wide	ADJ
ispiv-52	25	18	water	water	NOUN
ispiv-52	25	19	surface	surface	NOUN
ispiv-52	25	20	velocity	velocity	NOUN
ispiv-52	25	21	field	field	NOUN
ispiv-52	25	22	measurements	measurement	NOUN
ispiv-52	25	23	at	at	ADP
ispiv-52	25	24	centimeter	centimeter	NOUN
ispiv-52	25	25	scales	scale	NOUN
ispiv-52	25	26	using	use	VERB
ispiv-52	25	27	infrared	infrared	ADJ
ispiv-52	25	28	quantitative	quantitative	ADJ
ispiv-52	25	29	image	image	NOUN
ispiv-52	25	30	velocimetry	velocimetry	NOUN
ispiv-52	25	31	.	.	PUNCT
ispiv-52	26	1	water	water	NOUN
ispiv-52	26	2	resources	resource	NOUN
ispiv-52	26	3	research	research	NOUN