Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia.
Permafrost is a subsurface phenomenon that cannot be directly monitored with satellite remote sensing. A variety of indirect approaches are currently being developed which aim to measure permafrost-related processes and environmental variables. Results of these studies aid the planning of future sat...
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Combined Faculties for Natural Sciences, Mathematics, and Computer Sciences
2016
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ftawi:oai:epic.awi.de:43198 2024-09-15T18:11:25+00:00 Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. Antonova, Sofia 2016 application/pdf https://epic.awi.de/id/eprint/43198/ https://epic.awi.de/id/eprint/43198/1/dissertation_Antonova.pdf https://hdl.handle.net/10013/epic.49722 https://hdl.handle.net/10013/epic.49722.d001 unknown Combined Faculties for Natural Sciences, Mathematics, and Computer Sciences https://epic.awi.de/id/eprint/43198/1/dissertation_Antonova.pdf https://hdl.handle.net/10013/epic.49722.d001 Antonova, S. (2016) Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. , PhD thesis, Heidelberg University. hdl:10013/epic.49722 EPIC3Combined Faculties for Natural Sciences, Mathematics, and Computer Sciences, 191 p. Thesis notRev 2016 ftawi 2024-06-24T04:16:35Z Permafrost is a subsurface phenomenon that cannot be directly monitored with satellite remote sensing. A variety of indirect approaches are currently being developed which aim to measure permafrost-related processes and environmental variables. Results of these studies aid the planning of future satellite missions which will allow large-scale permafrost monitoring. This thesis contributes to this ongoing effort by assessing the potential of repeat-pass TerraSAR-X (TSX) time series for permafrost-related applications. For the first time, multi-year Synthetic Aperture Radar (SAR) data with high temporal (11 days) and spatial (3 m) resolution was analysed for a region characterized by continuous permafrost in the Siberian Arctic. Extensive in situ data was collected during three summer and winter expeditions to validate and interpret remote sensing results. Three case studies were carried out: (i) the detection of land surface changes (e.g. ground freezing and thawing, surface wetness variations, snow cover onset and melt); (ii) monitoring bedfast lake ice and ice phenology (freeze-up, melt onset, break-up); and (iii) differential SAR interferometry (DInSAR) for thaw subsidence monitoring. For the first two case studies, time series of both backscatter intensity and 11-day interferometric coherence (i.e. a measure of phase stability between two SAR images) were investigated. Backscatter intensity was generally shown to be insensitive to the land surface changes but responded to events that occurred at the time of TSX acquisition (rain, snow shower, melt/freeze crust on snow). Interferometric coherence decreased dramatically across the entire image upon snow cover onset and melt, permitting the possible use of coherence for the monitoring of these events. Backscatter intensity was found to be an excellent tool for the detection and monitoring of bedfast lake ice due in part to improved temporal resolution compared to previously used SAR systems. Ice phenology was mostly well tracked with backscatter intensity. ... Thesis Ice lena river permafrost Siberia Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) |
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Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) |
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ftawi |
language |
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description |
Permafrost is a subsurface phenomenon that cannot be directly monitored with satellite remote sensing. A variety of indirect approaches are currently being developed which aim to measure permafrost-related processes and environmental variables. Results of these studies aid the planning of future satellite missions which will allow large-scale permafrost monitoring. This thesis contributes to this ongoing effort by assessing the potential of repeat-pass TerraSAR-X (TSX) time series for permafrost-related applications. For the first time, multi-year Synthetic Aperture Radar (SAR) data with high temporal (11 days) and spatial (3 m) resolution was analysed for a region characterized by continuous permafrost in the Siberian Arctic. Extensive in situ data was collected during three summer and winter expeditions to validate and interpret remote sensing results. Three case studies were carried out: (i) the detection of land surface changes (e.g. ground freezing and thawing, surface wetness variations, snow cover onset and melt); (ii) monitoring bedfast lake ice and ice phenology (freeze-up, melt onset, break-up); and (iii) differential SAR interferometry (DInSAR) for thaw subsidence monitoring. For the first two case studies, time series of both backscatter intensity and 11-day interferometric coherence (i.e. a measure of phase stability between two SAR images) were investigated. Backscatter intensity was generally shown to be insensitive to the land surface changes but responded to events that occurred at the time of TSX acquisition (rain, snow shower, melt/freeze crust on snow). Interferometric coherence decreased dramatically across the entire image upon snow cover onset and melt, permitting the possible use of coherence for the monitoring of these events. Backscatter intensity was found to be an excellent tool for the detection and monitoring of bedfast lake ice due in part to improved temporal resolution compared to previously used SAR systems. Ice phenology was mostly well tracked with backscatter intensity. ... |
format |
Thesis |
author |
Antonova, Sofia |
spellingShingle |
Antonova, Sofia Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. |
author_facet |
Antonova, Sofia |
author_sort |
Antonova, Sofia |
title |
Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. |
title_short |
Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. |
title_full |
Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. |
title_fullStr |
Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. |
title_full_unstemmed |
Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. |
title_sort |
exploring the potential of high temporal resolution x-band sar time series for various permafrost applications with ground truth observations in the lena river delta, siberia. |
publisher |
Combined Faculties for Natural Sciences, Mathematics, and Computer Sciences |
publishDate |
2016 |
url |
https://epic.awi.de/id/eprint/43198/ https://epic.awi.de/id/eprint/43198/1/dissertation_Antonova.pdf https://hdl.handle.net/10013/epic.49722 https://hdl.handle.net/10013/epic.49722.d001 |
genre |
Ice lena river permafrost Siberia |
genre_facet |
Ice lena river permafrost Siberia |
op_source |
EPIC3Combined Faculties for Natural Sciences, Mathematics, and Computer Sciences, 191 p. |
op_relation |
https://epic.awi.de/id/eprint/43198/1/dissertation_Antonova.pdf https://hdl.handle.net/10013/epic.49722.d001 Antonova, S. (2016) Exploring the potential of high temporal resolution X-band SAR time series for various permafrost applications with ground truth observations in the Lena River Delta, Siberia. , PhD thesis, Heidelberg University. hdl:10013/epic.49722 |
_version_ |
1810449018884456448 |