On the relation between polarimetric synthetic aperture radar (SAR) features and sea ice melt pond fraction

In this study we examine the relationship between sea ice melt pond fraction and two polarimetric C-band synthetic aperture radar (SAR) features. Three high-resolution SAR scenes were recorded in the Fram Strait in late summer 2011, covering iceberg-fast first-year and old sea ice. In addition, melt...

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Bibliographic Details
Published in:2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Main Authors: Fors, Ane Schwenke, Doulgeris, Anthony Paul, Renner, Angelika, Brekke, Camilla, Gerland, Sebastian
Format: Article in Journal/Newspaper
Language:English
Published: IEEE 2015
Subjects:
VDP::Mathematics and natural science: 400::Geosciences: 450::Oceanography: 452
VDP::Matematikk og Naturvitenskap: 400::Geofag: 450::Oseanografi: 452
Arctic
Fram Strait
Sea ice
Online Access:https://hdl.handle.net/10037/18749
https://doi.org/10.1109/IGARSS.2015.7326559
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Summary:In this study we examine the relationship between sea ice melt pond fraction and two polarimetric C-band synthetic aperture radar (SAR) features. Three high-resolution SAR scenes were recorded in the Fram Strait in late summer 2011, covering iceberg-fast first-year and old sea ice. In addition, melt pond fraction was retrieved from photographs recorded during a helicopter flight at the study area. Co-polarisation ratio and relative kurtosis were extracted from the SAR scenes and compared to the retrieved melt pond fraction. A correlation between relative kurtosis and melt pond fraction was found in all scenes. Co-polarisation ratio was correlated to melt pond fraction in one of the scenes. Refreezing of the melt ponds could explain the lack of correlation in the two other scenes. Our results demonstrate a potential of high resolution C-band SAR for retrieval of melt pond fraction, a valuable parameter in climate model parametrization and climate studies.

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