A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean

The crucial role that Antarctic sea ice plays in the global climate system is strongly linked to its thickness. While field observations are too sparse in the Southern Ocean to determine long-term trends of the Antarctic sea ice thickness (SIT) on a hemispheric scale, satellite radar altimetry data...

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Published in:The Cryosphere
Main Authors: J. Wang, C. Min, R. Ricker, Q. Shi, B. Han, S. Hendricks, R. Wu, Q. Yang
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2022
Subjects:
Online Access:https://doi.org/10.5194/tc-16-4473-2022
https://doaj.org/article/a07b6ca6252f4f1f97333b816aa7f373
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spelling ftdoajarticles:oai:doaj.org/article:a07b6ca6252f4f1f97333b816aa7f373 2023-05-15T13:58:57+02:00 A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean J. Wang C. Min R. Ricker Q. Shi B. Han S. Hendricks R. Wu Q. Yang 2022-10-01T00:00:00Z https://doi.org/10.5194/tc-16-4473-2022 https://doaj.org/article/a07b6ca6252f4f1f97333b816aa7f373 EN eng Copernicus Publications https://tc.copernicus.org/articles/16/4473/2022/tc-16-4473-2022.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-16-4473-2022 1994-0416 1994-0424 https://doaj.org/article/a07b6ca6252f4f1f97333b816aa7f373 The Cryosphere, Vol 16, Pp 4473-4490 (2022) Environmental sciences GE1-350 Geology QE1-996.5 article 2022 ftdoajarticles https://doi.org/10.5194/tc-16-4473-2022 2022-12-30T23:07:18Z The crucial role that Antarctic sea ice plays in the global climate system is strongly linked to its thickness. While field observations are too sparse in the Southern Ocean to determine long-term trends of the Antarctic sea ice thickness (SIT) on a hemispheric scale, satellite radar altimetry data can be applied with a promising prospect. The European Space Agency's Sea Ice Climate Change Initiative project (ESA SICCI) generates sea ice thickness derived from Envisat, covering the entire Southern Ocean year-round from 2002 to 2012. In this study, the SICCI Envisat Antarctic SIT is first compared with an Ice, Cloud, and land Elevation Satellite (ICESat) SIT product retrieved with a modified ice density algorithm. Both data sets are compared to SIT estimates from upward-looking sonar (ULS) in the Weddell Sea, showing mean differences (MDs) and standard deviations (SDs, in parentheses) of 1.29 (0.65) m for Envisat − ULS ( − denotes “minus” and the same below), while we find 1.11 (0.81) m for ICESat − ULS. The inter-comparisons are conducted for all seasons except for winter, based on the ICESat operating periods. According to the results, the differences between Envisat and ICESat SIT reveal significant temporal and spatial variations. More specifically, the smallest seasonal SIT MD (SD) of 0.00 m (0.39 m) for Envisat − ICESat is found in spring (October–November), while a larger MD (SD) of 0.52 (0.68 m) and 0.57 m (0.45 m) exists in summer (February–March) and autumn (May–June). It is also shown that from autumn to spring, mean Envisat SIT decreases while mean ICESat SIT increases. Our findings suggest that both overestimation of Envisat sea ice freeboard potentially caused by radar backscatter originating from inside the snow layer and the Advanced Microwave Scanning Radiometer for EOS (AMSR-E, where EOS stands for Earth Observing System) snow depth biases and sea ice density uncertainties can possibly account for the differences between Envisat and ICESat SIT. Article in Journal/Newspaper Antarc* Antarctic Sea ice Southern Ocean The Cryosphere Weddell Sea Directory of Open Access Journals: DOAJ Articles Antarctic Southern Ocean The Antarctic Weddell Weddell Sea The Cryosphere 16 10 4473 4490
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
J. Wang
C. Min
R. Ricker
Q. Shi
B. Han
S. Hendricks
R. Wu
Q. Yang
A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description The crucial role that Antarctic sea ice plays in the global climate system is strongly linked to its thickness. While field observations are too sparse in the Southern Ocean to determine long-term trends of the Antarctic sea ice thickness (SIT) on a hemispheric scale, satellite radar altimetry data can be applied with a promising prospect. The European Space Agency's Sea Ice Climate Change Initiative project (ESA SICCI) generates sea ice thickness derived from Envisat, covering the entire Southern Ocean year-round from 2002 to 2012. In this study, the SICCI Envisat Antarctic SIT is first compared with an Ice, Cloud, and land Elevation Satellite (ICESat) SIT product retrieved with a modified ice density algorithm. Both data sets are compared to SIT estimates from upward-looking sonar (ULS) in the Weddell Sea, showing mean differences (MDs) and standard deviations (SDs, in parentheses) of 1.29 (0.65) m for Envisat − ULS ( − denotes “minus” and the same below), while we find 1.11 (0.81) m for ICESat − ULS. The inter-comparisons are conducted for all seasons except for winter, based on the ICESat operating periods. According to the results, the differences between Envisat and ICESat SIT reveal significant temporal and spatial variations. More specifically, the smallest seasonal SIT MD (SD) of 0.00 m (0.39 m) for Envisat − ICESat is found in spring (October–November), while a larger MD (SD) of 0.52 (0.68 m) and 0.57 m (0.45 m) exists in summer (February–March) and autumn (May–June). It is also shown that from autumn to spring, mean Envisat SIT decreases while mean ICESat SIT increases. Our findings suggest that both overestimation of Envisat sea ice freeboard potentially caused by radar backscatter originating from inside the snow layer and the Advanced Microwave Scanning Radiometer for EOS (AMSR-E, where EOS stands for Earth Observing System) snow depth biases and sea ice density uncertainties can possibly account for the differences between Envisat and ICESat SIT.
format Article in Journal/Newspaper
author J. Wang
C. Min
R. Ricker
Q. Shi
B. Han
S. Hendricks
R. Wu
Q. Yang
author_facet J. Wang
C. Min
R. Ricker
Q. Shi
B. Han
S. Hendricks
R. Wu
Q. Yang
author_sort J. Wang
title A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean
title_short A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean
title_full A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean
title_fullStr A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean
title_full_unstemmed A comparison between Envisat and ICESat sea ice thickness in the Southern Ocean
title_sort comparison between envisat and icesat sea ice thickness in the southern ocean
publisher Copernicus Publications
publishDate 2022
url https://doi.org/10.5194/tc-16-4473-2022
https://doaj.org/article/a07b6ca6252f4f1f97333b816aa7f373
geographic Antarctic
Southern Ocean
The Antarctic
Weddell
Weddell Sea
geographic_facet Antarctic
Southern Ocean
The Antarctic
Weddell
Weddell Sea
genre Antarc*
Antarctic
Sea ice
Southern Ocean
The Cryosphere
Weddell Sea
genre_facet Antarc*
Antarctic
Sea ice
Southern Ocean
The Cryosphere
Weddell Sea
op_source The Cryosphere, Vol 16, Pp 4473-4490 (2022)
op_relation https://tc.copernicus.org/articles/16/4473/2022/tc-16-4473-2022.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-16-4473-2022
1994-0416
1994-0424
https://doaj.org/article/a07b6ca6252f4f1f97333b816aa7f373
op_doi https://doi.org/10.5194/tc-16-4473-2022
container_title The Cryosphere
container_volume 16
container_issue 10
container_start_page 4473
op_container_end_page 4490
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