Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry
© 2018 Elsevier Inc. Understanding the scattering mechanisms from the ground surface in the presence of different vegetation densities is necessary for the interpretation of P-band Synthetic Aperture Radar (SAR) observations and for the design of geophysical retrieval algorithms. In this study, a qu...
| Main Authors: | , , , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
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Elsevier BV
2021
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| Online Access: | https://hdl.handle.net/1721.1/135783 |
| _version_ | 1826209549891141632 |
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| author | Alemohammad, Seyed Hamed Konings, Alexandra G Jagdhuber, Thomas Moghaddam, Mahta Entekhabi, Dara |
| author2 | Massachusetts Institute of Technology. Department of Civil and Environmental Engineering |
| author_facet | Massachusetts Institute of Technology. Department of Civil and Environmental Engineering Alemohammad, Seyed Hamed Konings, Alexandra G Jagdhuber, Thomas Moghaddam, Mahta Entekhabi, Dara |
| author_sort | Alemohammad, Seyed Hamed |
| collection | MIT |
| description | © 2018 Elsevier Inc. Understanding the scattering mechanisms from the ground surface in the presence of different vegetation densities is necessary for the interpretation of P-band Synthetic Aperture Radar (SAR) observations and for the design of geophysical retrieval algorithms. In this study, a quantitative analysis of vegetation and soil scattering mechanisms estimated from the observations of an airborne P-band SAR instrument across nine different biomes in North America is presented. The goal is to apply a hybrid (model- and eigen-based) three component decomposition approach to separate the contributions of surface, double-bounce and vegetation volume scattering across a wide range of biome conditions. The decomposition makes no prior assumptions about vegetation structure. We characterize the dynamics of the decomposition across different North American biomes and assess their characteristic range. Impacts of vegetation cover seasonality and soil surface roughness on the contributions of each scattering mechanism are also investigated. Observations used here are part of the NASA Airborne Microwave Observatory of Subcanopy and Subsurface (AirMOSS) mission and data have been collected between 2013 and 2015. |
| first_indexed | 2024-09-23T14:24:15Z |
| format | Article |
| id | mit-1721.1/135783 |
| institution | Massachusetts Institute of Technology |
| language | English |
| last_indexed | 2024-09-23T14:24:15Z |
| publishDate | 2021 |
| publisher | Elsevier BV |
| record_format | dspace |
| spelling | mit-1721.1/1357832023-02-24T17:43:06Z Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry Alemohammad, Seyed Hamed Konings, Alexandra G Jagdhuber, Thomas Moghaddam, Mahta Entekhabi, Dara Massachusetts Institute of Technology. Department of Civil and Environmental Engineering © 2018 Elsevier Inc. Understanding the scattering mechanisms from the ground surface in the presence of different vegetation densities is necessary for the interpretation of P-band Synthetic Aperture Radar (SAR) observations and for the design of geophysical retrieval algorithms. In this study, a quantitative analysis of vegetation and soil scattering mechanisms estimated from the observations of an airborne P-band SAR instrument across nine different biomes in North America is presented. The goal is to apply a hybrid (model- and eigen-based) three component decomposition approach to separate the contributions of surface, double-bounce and vegetation volume scattering across a wide range of biome conditions. The decomposition makes no prior assumptions about vegetation structure. We characterize the dynamics of the decomposition across different North American biomes and assess their characteristic range. Impacts of vegetation cover seasonality and soil surface roughness on the contributions of each scattering mechanism are also investigated. Observations used here are part of the NASA Airborne Microwave Observatory of Subcanopy and Subsurface (AirMOSS) mission and data have been collected between 2013 and 2015. 2021-10-27T20:29:16Z 2021-10-27T20:29:16Z 2018 2019-09-24T12:32:20Z Article http://purl.org/eprint/type/JournalArticle https://hdl.handle.net/1721.1/135783 en 10.1016/J.RSE.2018.02.032 Remote Sensing of Environment Creative Commons Attribution-NonCommercial-NoDerivs License http://creativecommons.org/licenses/by-nc-nd/4.0/ application/pdf Elsevier BV arXiv |
| spellingShingle | Alemohammad, Seyed Hamed Konings, Alexandra G Jagdhuber, Thomas Moghaddam, Mahta Entekhabi, Dara Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry |
| title | Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry |
| title_full | Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry |
| title_fullStr | Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry |
| title_full_unstemmed | Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry |
| title_short | Characterization of vegetation and soil scattering mechanisms across different biomes using P-band SAR polarimetry |
| title_sort | characterization of vegetation and soil scattering mechanisms across different biomes using p band sar polarimetry |
| url | https://hdl.handle.net/1721.1/135783 |
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