Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ...
Seasonal subsidence induced by ground ice melt can be measured by interferometric synthetic aperture radar (InSAR) techniques to infer active layer thickness (ALT) in permafrost regions. The magnitude of subsidence depends on both how deep the soil thawed and how much ice/water content existed in th...
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ftdatacite:10.48577/jpl.4vqoto 2024-09-09T18:55:01+00:00 Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ... Chen, Richard 2023 https://dx.doi.org/10.48577/jpl.4vqoto http://dataverse.jpl.nasa.gov/citation?persistentId=doi:10.48577/jpl.4VQOTO unknown Root dataset Dataset 2023 ftdatacite https://doi.org/10.48577/jpl.4vqoto 2024-06-17T09:11:51Z Seasonal subsidence induced by ground ice melt can be measured by interferometric synthetic aperture radar (InSAR) techniques to infer active layer thickness (ALT) in permafrost regions. The magnitude of subsidence depends on both how deep the soil thawed and how much ice/water content existed in the active layer soil. To provide the later, P-band polarimetric synthetic aperture radar (PolSAR) backscatter is used due to its sensitivity to subsurface soil moisture and freeze/thaw conditions. In this study, which is the second in a two-part series of Permafrost Dynamics Observatory (PDO), we exploit L-band InSAR subsidence and P-band PolSAR backscatter in a joint retrieval scheme to simultaneously estimate ALT and soil moisture profile of permafrost active layer. Both subsidence and backscatter are explicitly characterized by physics-based models and share a common set of soil parameters including porosity and water saturation profiles. The PDO joint retrieval has been applied to the L- and P-band SAR data ... Dataset Active layer thickness Ice permafrost DataCite |
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Seasonal subsidence induced by ground ice melt can be measured by interferometric synthetic aperture radar (InSAR) techniques to infer active layer thickness (ALT) in permafrost regions. The magnitude of subsidence depends on both how deep the soil thawed and how much ice/water content existed in the active layer soil. To provide the later, P-band polarimetric synthetic aperture radar (PolSAR) backscatter is used due to its sensitivity to subsurface soil moisture and freeze/thaw conditions. In this study, which is the second in a two-part series of Permafrost Dynamics Observatory (PDO), we exploit L-band InSAR subsidence and P-band PolSAR backscatter in a joint retrieval scheme to simultaneously estimate ALT and soil moisture profile of permafrost active layer. Both subsidence and backscatter are explicitly characterized by physics-based models and share a common set of soil parameters including porosity and water saturation profiles. The PDO joint retrieval has been applied to the L- and P-band SAR data ... |
format |
Dataset |
author |
Chen, Richard |
spellingShingle |
Chen, Richard Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ... |
author_facet |
Chen, Richard |
author_sort |
Chen, Richard |
title |
Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ... |
title_short |
Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ... |
title_full |
Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ... |
title_fullStr |
Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ... |
title_full_unstemmed |
Permafrost Dynamics Observatory (PDO) – Part II: Joint Retrieval of Permafrost Active Layer Thickness and Soil Moisture from L-band InSAR and P-band PolSAR ... |
title_sort |
permafrost dynamics observatory (pdo) – part ii: joint retrieval of permafrost active layer thickness and soil moisture from l-band insar and p-band polsar ... |
publisher |
Root |
publishDate |
2023 |
url |
https://dx.doi.org/10.48577/jpl.4vqoto http://dataverse.jpl.nasa.gov/citation?persistentId=doi:10.48577/jpl.4VQOTO |
genre |
Active layer thickness Ice permafrost |
genre_facet |
Active layer thickness Ice permafrost |
op_doi |
https://doi.org/10.48577/jpl.4vqoto |
_version_ |
1809760253501243392 |