The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter

Up to now, snow cover on Antarctic sea ice and its impact on radar backscatter, particularly after the onset of freeze/thaw processes, are not well understood. Here we present a combined analysis of in situ observations of snow properties from the landfast sea ice in Atka Bay, Antarctica, and high-r...

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Published in:Annals of Glaciology
Main Authors: Paul, Stephan, Willmes, Sascha, Hoppmann, Mario, Hunkeler, Priska, Wesche, Christine, Nicolaus, Marcel, Heinemann, Günther, Timmermann, Ralph
Format: Article in Journal/Newspaper
Language:unknown
Published: INT GLACIOL SOC 2015
Subjects:
Online Access:https://epic.awi.de/id/eprint/37962/
https://hdl.handle.net/10013/epic.45622
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spelling ftawi:oai:epic.awi.de:37962 2024-09-15T17:39:59+00:00 The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter Paul, Stephan Willmes, Sascha Hoppmann, Mario Hunkeler, Priska Wesche, Christine Nicolaus, Marcel Heinemann, Günther Timmermann, Ralph 2015 https://epic.awi.de/id/eprint/37962/ https://hdl.handle.net/10013/epic.45622 unknown INT GLACIOL SOC Paul, S. , Willmes, S. , Hoppmann, M. orcid:0000-0003-1294-9531 , Hunkeler, P. , Wesche, C. orcid:0000-0002-9786-4010 , Nicolaus, M. orcid:0000-0003-0903-1746 , Heinemann, G. and Timmermann, R. (2015) The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter , Annals of Glaciology, 56 (69), pp. 263-273 . doi:10.3189/2015AoG69A715 <https://doi.org/10.3189/2015AoG69A715> , hdl:10013/epic.45622 EPIC3Annals of Glaciology, INT GLACIOL SOC, 56(69), pp. 263-273, ISSN: 0260-3055 Article isiRev 2015 ftawi https://doi.org/10.3189/2015AoG69A715 2024-06-24T04:12:21Z Up to now, snow cover on Antarctic sea ice and its impact on radar backscatter, particularly after the onset of freeze/thaw processes, are not well understood. Here we present a combined analysis of in situ observations of snow properties from the landfast sea ice in Atka Bay, Antarctica, and high-resolution TerraSAR-X backscatter data, for the transition from austral spring (November 2012) to summer (January 2013). The physical changes in the seasonal snow cover during that time are reflected in the evolution of TerraSAR-X backscatter. We are able to explain 76–93% of the spatio-temporal variability of the TerraSAR-X backscatter signal with up to four snowpack parameters with a root-mean-squared error of 0.87–1.62 dB, using a simple multiple linear model. Over the complete study, and especially after the onset of early-melt processes and freeze/thaw cycles, the majority of variability in the backscatter is influenced by changes in snow/ice interface temperature, snow depth and top-layer grain size. This suggests it may be possible to retrieve snow physical properties over Antarctic sea ice from X-band SAR backscatter. Article in Journal/Newspaper Annals of Glaciology Antarc* Antarctic Antarctica Sea ice Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) Annals of Glaciology 56 69 263 273
institution Open Polar
collection Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center)
op_collection_id ftawi
language unknown
description Up to now, snow cover on Antarctic sea ice and its impact on radar backscatter, particularly after the onset of freeze/thaw processes, are not well understood. Here we present a combined analysis of in situ observations of snow properties from the landfast sea ice in Atka Bay, Antarctica, and high-resolution TerraSAR-X backscatter data, for the transition from austral spring (November 2012) to summer (January 2013). The physical changes in the seasonal snow cover during that time are reflected in the evolution of TerraSAR-X backscatter. We are able to explain 76–93% of the spatio-temporal variability of the TerraSAR-X backscatter signal with up to four snowpack parameters with a root-mean-squared error of 0.87–1.62 dB, using a simple multiple linear model. Over the complete study, and especially after the onset of early-melt processes and freeze/thaw cycles, the majority of variability in the backscatter is influenced by changes in snow/ice interface temperature, snow depth and top-layer grain size. This suggests it may be possible to retrieve snow physical properties over Antarctic sea ice from X-band SAR backscatter.
format Article in Journal/Newspaper
author Paul, Stephan
Willmes, Sascha
Hoppmann, Mario
Hunkeler, Priska
Wesche, Christine
Nicolaus, Marcel
Heinemann, Günther
Timmermann, Ralph
spellingShingle Paul, Stephan
Willmes, Sascha
Hoppmann, Mario
Hunkeler, Priska
Wesche, Christine
Nicolaus, Marcel
Heinemann, Günther
Timmermann, Ralph
The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter
author_facet Paul, Stephan
Willmes, Sascha
Hoppmann, Mario
Hunkeler, Priska
Wesche, Christine
Nicolaus, Marcel
Heinemann, Günther
Timmermann, Ralph
author_sort Paul, Stephan
title The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter
title_short The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter
title_full The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter
title_fullStr The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter
title_full_unstemmed The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter
title_sort impact of early-summer snow properties on antarctic landfast sea-ice x-band backscatter
publisher INT GLACIOL SOC
publishDate 2015
url https://epic.awi.de/id/eprint/37962/
https://hdl.handle.net/10013/epic.45622
genre Annals of Glaciology
Antarc*
Antarctic
Antarctica
Sea ice
genre_facet Annals of Glaciology
Antarc*
Antarctic
Antarctica
Sea ice
op_source EPIC3Annals of Glaciology, INT GLACIOL SOC, 56(69), pp. 263-273, ISSN: 0260-3055
op_relation Paul, S. , Willmes, S. , Hoppmann, M. orcid:0000-0003-1294-9531 , Hunkeler, P. , Wesche, C. orcid:0000-0002-9786-4010 , Nicolaus, M. orcid:0000-0003-0903-1746 , Heinemann, G. and Timmermann, R. (2015) The impact of early-summer snow properties on Antarctic landfast sea-ice X-band backscatter , Annals of Glaciology, 56 (69), pp. 263-273 . doi:10.3189/2015AoG69A715 <https://doi.org/10.3189/2015AoG69A715> , hdl:10013/epic.45622
op_doi https://doi.org/10.3189/2015AoG69A715
container_title Annals of Glaciology
container_volume 56
container_issue 69
container_start_page 263
op_container_end_page 273
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