Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone?

With continuing sea ice reductions in the Arctic, dynamic physical and ecological processes have more active roles compared to the ice-locked, isolated Arctic Ocean of previous decades. To better understand these changes, observations of high-resolution sea ice conditions are needed. Remote sensing...

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Published in:Remote Sensing
Main Authors: Fuhong Ding, Hui Shen, William Perrie, Yijun He
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2020
Subjects:
SAR
Online Access:https://doi.org/10.3390/rs12111847
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spelling ftmdpi:oai:mdpi.com:/2072-4292/12/11/1847/ 2023-08-20T04:04:02+02:00 Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone? Fuhong Ding Hui Shen William Perrie Yijun He agris 2020-06-08 application/pdf https://doi.org/10.3390/rs12111847 EN eng Multidisciplinary Digital Publishing Institute https://dx.doi.org/10.3390/rs12111847 https://creativecommons.org/licenses/by/4.0/ Remote Sensing; Volume 12; Issue 11; Pages: 1847 phase difference polarimetry SAR sea ice Text 2020 ftmdpi https://doi.org/10.3390/rs12111847 2023-07-31T23:36:27Z With continuing sea ice reductions in the Arctic, dynamic physical and ecological processes have more active roles compared to the ice-locked, isolated Arctic Ocean of previous decades. To better understand these changes, observations of high-resolution sea ice conditions are needed. Remote sensing is a useful tool for observations in the harsh Arctic environment. For unsupervised ice detection, we demonstrate the promising value of radar phase difference from polarimetric radar measurements in this study, based on full polarimetric complex RADARSAT-2 SAR images in the marginal ice zone. It is demonstrated that the phase difference from co-polarized and cross-polarized synthetic aperture radar (SAR) images show promising capability for high resolution sea ice discrimination from open water. In particular, the phase difference shows superior potential for the detection of frazil ice compared to the traditional methodology based on the radar intensity ratio. The relationship between phase difference and radar incidence angle is also analyzed, as well as the potential influence of high sea state. The new methodology provides an additional tool for ice detection. In order to make the best use of this tool, directions for further studies are discussed for operational ice detection and possible ice classification. Text Arctic Arctic Ocean Sea ice MDPI Open Access Publishing Arctic Arctic Ocean Remote Sensing 12 11 1847
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic phase difference
polarimetry
SAR
sea ice
spellingShingle phase difference
polarimetry
SAR
sea ice
Fuhong Ding
Hui Shen
William Perrie
Yijun He
Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone?
topic_facet phase difference
polarimetry
SAR
sea ice
description With continuing sea ice reductions in the Arctic, dynamic physical and ecological processes have more active roles compared to the ice-locked, isolated Arctic Ocean of previous decades. To better understand these changes, observations of high-resolution sea ice conditions are needed. Remote sensing is a useful tool for observations in the harsh Arctic environment. For unsupervised ice detection, we demonstrate the promising value of radar phase difference from polarimetric radar measurements in this study, based on full polarimetric complex RADARSAT-2 SAR images in the marginal ice zone. It is demonstrated that the phase difference from co-polarized and cross-polarized synthetic aperture radar (SAR) images show promising capability for high resolution sea ice discrimination from open water. In particular, the phase difference shows superior potential for the detection of frazil ice compared to the traditional methodology based on the radar intensity ratio. The relationship between phase difference and radar incidence angle is also analyzed, as well as the potential influence of high sea state. The new methodology provides an additional tool for ice detection. In order to make the best use of this tool, directions for further studies are discussed for operational ice detection and possible ice classification.
format Text
author Fuhong Ding
Hui Shen
William Perrie
Yijun He
author_facet Fuhong Ding
Hui Shen
William Perrie
Yijun He
author_sort Fuhong Ding
title Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone?
title_short Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone?
title_full Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone?
title_fullStr Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone?
title_full_unstemmed Is Radar Phase Information Useful for Sea Ice Detection in the Marginal Ice Zone?
title_sort is radar phase information useful for sea ice detection in the marginal ice zone?
publisher Multidisciplinary Digital Publishing Institute
publishDate 2020
url https://doi.org/10.3390/rs12111847
op_coverage agris
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
genre Arctic
Arctic Ocean
Sea ice
genre_facet Arctic
Arctic Ocean
Sea ice
op_source Remote Sensing; Volume 12; Issue 11; Pages: 1847
op_relation https://dx.doi.org/10.3390/rs12111847
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/rs12111847
container_title Remote Sensing
container_volume 12
container_issue 11
container_start_page 1847
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