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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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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1774714457700696064 |