Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada
Abstract In addition to spaceborne Interferometric Synthetic Aperture Radar (InSAR), airborne data such as those obtained by the Uninhabited Aerial Vehicle Synthetic Aperture Radar (UAVSAR) have also been utilized to measure surface subsidence in permafrost areas in recent years. Motivated by the in...
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American Geophysical Union (AGU)
2021
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ftdoajarticles:oai:doaj.org/article:5b2736d266234d0ab1cb75c2dacafc31 2023-05-15T15:12:02+02:00 Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada Xingyu Xu Lin Liu Kevin Schaefer Roger Michaelides 2021-06-01T00:00:00Z https://doi.org/10.1029/2020EA001631 https://doaj.org/article/5b2736d266234d0ab1cb75c2dacafc31 EN eng American Geophysical Union (AGU) https://doi.org/10.1029/2020EA001631 https://doaj.org/toc/2333-5084 2333-5084 doi:10.1029/2020EA001631 https://doaj.org/article/5b2736d266234d0ab1cb75c2dacafc31 Earth and Space Science, Vol 8, Iss 6, Pp n/a-n/a (2021) UAVSAR satellite InSAR surface subsidence permafrost Arctic and Boreal Astronomy QB1-991 Geology QE1-996.5 article 2021 ftdoajarticles https://doi.org/10.1029/2020EA001631 2022-12-31T16:24:22Z Abstract In addition to spaceborne Interferometric Synthetic Aperture Radar (InSAR), airborne data such as those obtained by the Uninhabited Aerial Vehicle Synthetic Aperture Radar (UAVSAR) have also been utilized to measure surface subsidence in permafrost areas in recent years. Motivated by the integration of multiplatform InSAR data, we generated two UAVSAR interferograms and one Advanced Land Observing Satellite (ALOS)‐2 L‐band interferogram over a permafrost area near Yellowknife, Canada, then compared the surface subsidence in the thaw seasons of 2017. The correlation coefficient and the root mean square error (RMSE) of subsidence difference are calculated to compare the airborne and spaceborne InSAR measurements. The results demonstrate that the two UAVSAR measurements are self‐consistent, with the correlation coefficient between independent airborne measurements ∼0.7. While the RMSE of the difference between surface subsidence measured by UAVSAR and ALOS2 is ∼2.0 cm, and the correlation coefficients are less than 0.41, that is, a noticeable deviation exists between the UAVSAR and ALOS2 results possibly due to different spatial resolution and the calibration processing of airborne and spaceborne InSAR data. In addition, both UAVSAR and ALOS2 interferograms show larger surface subsidence within taiga needleleaf forest regions than in regions of other biome types (including needleleaf forest, shrubland, and grassland). The results demonstrate that a scheme for the elimination of systematic differences needs to be developed before merging multisource InSAR results. This intercomparison will provide valuable insights for narrowing the gap between radar‐based measurements and planning the integration of airborne and satellite InSAR measurements in permafrost environments. Article in Journal/Newspaper Arctic permafrost taiga Yellowknife Directory of Open Access Journals: DOAJ Articles Arctic Yellowknife Canada Earth and Space Science 8 6 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
UAVSAR satellite InSAR surface subsidence permafrost Arctic and Boreal Astronomy QB1-991 Geology QE1-996.5 |
spellingShingle |
UAVSAR satellite InSAR surface subsidence permafrost Arctic and Boreal Astronomy QB1-991 Geology QE1-996.5 Xingyu Xu Lin Liu Kevin Schaefer Roger Michaelides Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada |
topic_facet |
UAVSAR satellite InSAR surface subsidence permafrost Arctic and Boreal Astronomy QB1-991 Geology QE1-996.5 |
description |
Abstract In addition to spaceborne Interferometric Synthetic Aperture Radar (InSAR), airborne data such as those obtained by the Uninhabited Aerial Vehicle Synthetic Aperture Radar (UAVSAR) have also been utilized to measure surface subsidence in permafrost areas in recent years. Motivated by the integration of multiplatform InSAR data, we generated two UAVSAR interferograms and one Advanced Land Observing Satellite (ALOS)‐2 L‐band interferogram over a permafrost area near Yellowknife, Canada, then compared the surface subsidence in the thaw seasons of 2017. The correlation coefficient and the root mean square error (RMSE) of subsidence difference are calculated to compare the airborne and spaceborne InSAR measurements. The results demonstrate that the two UAVSAR measurements are self‐consistent, with the correlation coefficient between independent airborne measurements ∼0.7. While the RMSE of the difference between surface subsidence measured by UAVSAR and ALOS2 is ∼2.0 cm, and the correlation coefficients are less than 0.41, that is, a noticeable deviation exists between the UAVSAR and ALOS2 results possibly due to different spatial resolution and the calibration processing of airborne and spaceborne InSAR data. In addition, both UAVSAR and ALOS2 interferograms show larger surface subsidence within taiga needleleaf forest regions than in regions of other biome types (including needleleaf forest, shrubland, and grassland). The results demonstrate that a scheme for the elimination of systematic differences needs to be developed before merging multisource InSAR results. This intercomparison will provide valuable insights for narrowing the gap between radar‐based measurements and planning the integration of airborne and satellite InSAR measurements in permafrost environments. |
format |
Article in Journal/Newspaper |
author |
Xingyu Xu Lin Liu Kevin Schaefer Roger Michaelides |
author_facet |
Xingyu Xu Lin Liu Kevin Schaefer Roger Michaelides |
author_sort |
Xingyu Xu |
title |
Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada |
title_short |
Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada |
title_full |
Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada |
title_fullStr |
Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada |
title_full_unstemmed |
Comparison of Surface Subsidence Measured by Airborne and Satellite InSAR Over Permafrost Areas Near Yellowknife Canada |
title_sort |
comparison of surface subsidence measured by airborne and satellite insar over permafrost areas near yellowknife canada |
publisher |
American Geophysical Union (AGU) |
publishDate |
2021 |
url |
https://doi.org/10.1029/2020EA001631 https://doaj.org/article/5b2736d266234d0ab1cb75c2dacafc31 |
geographic |
Arctic Yellowknife Canada |
geographic_facet |
Arctic Yellowknife Canada |
genre |
Arctic permafrost taiga Yellowknife |
genre_facet |
Arctic permafrost taiga Yellowknife |
op_source |
Earth and Space Science, Vol 8, Iss 6, Pp n/a-n/a (2021) |
op_relation |
https://doi.org/10.1029/2020EA001631 https://doaj.org/toc/2333-5084 2333-5084 doi:10.1029/2020EA001631 https://doaj.org/article/5b2736d266234d0ab1cb75c2dacafc31 |
op_doi |
https://doi.org/10.1029/2020EA001631 |
container_title |
Earth and Space Science |
container_volume |
8 |
container_issue |
6 |
_version_ |
1766342785176174592 |