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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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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1776198531552378880 |