Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR

AirSWOT is an experimental airborne Ka-band radar interferometer developed by NASA-JPL as a validation instrument for the forthcoming NASA Surface Water and Ocean Topography (SWOT) satellite mission. In 2017, AirSWOT was deployed as part of the NASA Arctic Boreal Vulnerability Experiment (ABoVE) to...

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Published in:Environmental Research Letters
Main Authors: Jessica V Fayne, Laurence C Smith, Lincoln H Pitcher, Ethan D Kyzivat, Sarah W Cooley, Matthew G Cooper, Michael W. Denbina, Albert C. Chen, Curtis W. Chen, Tamlin M. Pavelsky
Format: Article in Journal/Newspaper
Language:English
Published: IOP Publishing 2020
Subjects:
Q
Online Access:https://doi.org/10.1088/1748-9326/abadcc
https://doaj.org/article/c589948b11044f0492417d408895003a
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spelling ftdoajarticles:oai:doaj.org/article:c589948b11044f0492417d408895003a 2023-09-05T13:17:19+02:00 Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR Jessica V Fayne Laurence C Smith Lincoln H Pitcher Ethan D Kyzivat Sarah W Cooley Matthew G Cooper Michael W. Denbina Albert C. Chen Curtis W. Chen Tamlin M. Pavelsky 2020-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/abadcc https://doaj.org/article/c589948b11044f0492417d408895003a EN eng IOP Publishing https://doi.org/10.1088/1748-9326/abadcc https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/abadcc 1748-9326 https://doaj.org/article/c589948b11044f0492417d408895003a Environmental Research Letters, Vol 15, Iss 10, p 105005 (2020) ABoVE AirSWOT InSAR LVIS LiDAR water surface elevation Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2020 ftdoajarticles https://doi.org/10.1088/1748-9326/abadcc 2023-08-13T00:37:20Z AirSWOT is an experimental airborne Ka-band radar interferometer developed by NASA-JPL as a validation instrument for the forthcoming NASA Surface Water and Ocean Topography (SWOT) satellite mission. In 2017, AirSWOT was deployed as part of the NASA Arctic Boreal Vulnerability Experiment (ABoVE) to map surface water elevations across Alaska and western Canada. The result is the most extensive known collection of near-nadir airborne Ka-band interferometric synthetic aperture radar (InSAR) data and derivative high-resolution (3.6 m pixel) digital elevation models to produce water surface elevation (WSE) maps. This research provides a synoptic assessment of the 2017 AirSWOT ABoVE dataset to quantify regional WSE errors relative to coincident in situ field surveys and LiDAR data acquired from the NASA Land, Vegetation, and Ice Sensor (LVIS) airborne platform. Results show that AirSWOT WSE data can penetrate cloud cover and have nearly twice the swath-width of LVIS as flown for ABoVE (3.2 km vs. 1.8 km nominal swath-width). Despite noise and biases, spatially averaged AirSWOT WSEs can be used to estimate sub-seasonal hydrologic variability, as confirmed with field GPS surveys and in situ pressure transducers. This analysis informs AirSWOT ABoVE data users of known sources of measurement error in the WSEs as influenced by radar parameters including incidence angle, magnitude, coherence, and elevation uncertainty. The analysis also provides recommended best practices for extracting information from the dataset by using filters for these four parameters. Improvements to data handing would significantly increase the accuracy and spatial coverage of future AirSWOT WSE data collections, aiding scientific surface water studies, and improving the platform’s capability as an airborne validation instrument for SWOT. Article in Journal/Newspaper Arctic Alaska Directory of Open Access Journals: DOAJ Articles Arctic Canada Environmental Research Letters 15 10 105005
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic ABoVE
AirSWOT
InSAR
LVIS
LiDAR
water surface elevation
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
spellingShingle ABoVE
AirSWOT
InSAR
LVIS
LiDAR
water surface elevation
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
Jessica V Fayne
Laurence C Smith
Lincoln H Pitcher
Ethan D Kyzivat
Sarah W Cooley
Matthew G Cooper
Michael W. Denbina
Albert C. Chen
Curtis W. Chen
Tamlin M. Pavelsky
Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR
topic_facet ABoVE
AirSWOT
InSAR
LVIS
LiDAR
water surface elevation
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
description AirSWOT is an experimental airborne Ka-band radar interferometer developed by NASA-JPL as a validation instrument for the forthcoming NASA Surface Water and Ocean Topography (SWOT) satellite mission. In 2017, AirSWOT was deployed as part of the NASA Arctic Boreal Vulnerability Experiment (ABoVE) to map surface water elevations across Alaska and western Canada. The result is the most extensive known collection of near-nadir airborne Ka-band interferometric synthetic aperture radar (InSAR) data and derivative high-resolution (3.6 m pixel) digital elevation models to produce water surface elevation (WSE) maps. This research provides a synoptic assessment of the 2017 AirSWOT ABoVE dataset to quantify regional WSE errors relative to coincident in situ field surveys and LiDAR data acquired from the NASA Land, Vegetation, and Ice Sensor (LVIS) airborne platform. Results show that AirSWOT WSE data can penetrate cloud cover and have nearly twice the swath-width of LVIS as flown for ABoVE (3.2 km vs. 1.8 km nominal swath-width). Despite noise and biases, spatially averaged AirSWOT WSEs can be used to estimate sub-seasonal hydrologic variability, as confirmed with field GPS surveys and in situ pressure transducers. This analysis informs AirSWOT ABoVE data users of known sources of measurement error in the WSEs as influenced by radar parameters including incidence angle, magnitude, coherence, and elevation uncertainty. The analysis also provides recommended best practices for extracting information from the dataset by using filters for these four parameters. Improvements to data handing would significantly increase the accuracy and spatial coverage of future AirSWOT WSE data collections, aiding scientific surface water studies, and improving the platform’s capability as an airborne validation instrument for SWOT.
format Article in Journal/Newspaper
author Jessica V Fayne
Laurence C Smith
Lincoln H Pitcher
Ethan D Kyzivat
Sarah W Cooley
Matthew G Cooper
Michael W. Denbina
Albert C. Chen
Curtis W. Chen
Tamlin M. Pavelsky
author_facet Jessica V Fayne
Laurence C Smith
Lincoln H Pitcher
Ethan D Kyzivat
Sarah W Cooley
Matthew G Cooper
Michael W. Denbina
Albert C. Chen
Curtis W. Chen
Tamlin M. Pavelsky
author_sort Jessica V Fayne
title Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR
title_short Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR
title_full Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR
title_fullStr Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR
title_full_unstemmed Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR
title_sort airborne observations of arctic-boreal water surface elevations from airswot ka-band insar and lvis lidar
publisher IOP Publishing
publishDate 2020
url https://doi.org/10.1088/1748-9326/abadcc
https://doaj.org/article/c589948b11044f0492417d408895003a
geographic Arctic
Canada
geographic_facet Arctic
Canada
genre Arctic
Alaska
genre_facet Arctic
Alaska
op_source Environmental Research Letters, Vol 15, Iss 10, p 105005 (2020)
op_relation https://doi.org/10.1088/1748-9326/abadcc
https://doaj.org/toc/1748-9326
doi:10.1088/1748-9326/abadcc
1748-9326
https://doaj.org/article/c589948b11044f0492417d408895003a
op_doi https://doi.org/10.1088/1748-9326/abadcc
container_title Environmental Research Letters
container_volume 15
container_issue 10
container_start_page 105005
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