Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution

Leads cover only a small fraction of the Arctic sea ice but they have a dominant effect on the turbulent exchange between the ocean and the atmosphere. A supervised classification of CryoSat-2 measurements is performed by a comparison with visual MODIS scenes. For several parameters thresholds are o...

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Published in:The Cryosphere
Main Authors: Wernecke, A., Kaleschke, L.
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2015
Subjects:
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spelling ftnonlinearchiv:oai:noa.gwlb.de:cop_mods_00015032 2023-05-15T14:49:34+02:00 Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution Wernecke, A. Kaleschke, L. 2015-10 electronic https://doi.org/10.5194/tc-9-1955-2015 https://noa.gwlb.de/receive/cop_mods_00015032 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00014987/tc-9-1955-2015.pdf https://tc.copernicus.org/articles/9/1955/2015/tc-9-1955-2015.pdf eng eng Copernicus Publications The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424 https://doi.org/10.5194/tc-9-1955-2015 https://noa.gwlb.de/receive/cop_mods_00015032 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00014987/tc-9-1955-2015.pdf https://tc.copernicus.org/articles/9/1955/2015/tc-9-1955-2015.pdf uneingeschränkt info:eu-repo/semantics/openAccess article Verlagsveröffentlichung article Text doc-type:article 2015 ftnonlinearchiv https://doi.org/10.5194/tc-9-1955-2015 2022-02-08T22:54:48Z Leads cover only a small fraction of the Arctic sea ice but they have a dominant effect on the turbulent exchange between the ocean and the atmosphere. A supervised classification of CryoSat-2 measurements is performed by a comparison with visual MODIS scenes. For several parameters thresholds are optimized and tested in order to reproduce this prior classification. The maximum power of the waveform shows the best classification properties amongst them, including the pulse peakiness. The sea surface height is derived and its spread is clearly reduced for a classifier based on the maximum power compared to published ones. Lead area fraction estimates based on CryoSat-2 show a major fracturing event in the Beaufort Sea in 2013. The resulting Arctic-wide lead width distribution follows a power law with an exponent of 2.47 ± 0.04 for the winter seasons from 2011 to 2014, confirming and complementing a regional study based on a high-resolution SPOT image. Article in Journal/Newspaper Arctic Beaufort Sea Sea ice The Cryosphere Niedersächsisches Online-Archiv NOA Arctic The Cryosphere 9 5 1955 1968
institution Open Polar
collection Niedersächsisches Online-Archiv NOA
op_collection_id ftnonlinearchiv
language English
topic article
Verlagsveröffentlichung
spellingShingle article
Verlagsveröffentlichung
Wernecke, A.
Kaleschke, L.
Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
topic_facet article
Verlagsveröffentlichung
description Leads cover only a small fraction of the Arctic sea ice but they have a dominant effect on the turbulent exchange between the ocean and the atmosphere. A supervised classification of CryoSat-2 measurements is performed by a comparison with visual MODIS scenes. For several parameters thresholds are optimized and tested in order to reproduce this prior classification. The maximum power of the waveform shows the best classification properties amongst them, including the pulse peakiness. The sea surface height is derived and its spread is clearly reduced for a classifier based on the maximum power compared to published ones. Lead area fraction estimates based on CryoSat-2 show a major fracturing event in the Beaufort Sea in 2013. The resulting Arctic-wide lead width distribution follows a power law with an exponent of 2.47 ± 0.04 for the winter seasons from 2011 to 2014, confirming and complementing a regional study based on a high-resolution SPOT image.
format Article in Journal/Newspaper
author Wernecke, A.
Kaleschke, L.
author_facet Wernecke, A.
Kaleschke, L.
author_sort Wernecke, A.
title Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
title_short Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
title_full Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
title_fullStr Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
title_full_unstemmed Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
title_sort lead detection in arctic sea ice from cryosat-2: quality assessment, lead area fraction and width distribution
publisher Copernicus Publications
publishDate 2015
url https://doi.org/10.5194/tc-9-1955-2015
https://noa.gwlb.de/receive/cop_mods_00015032
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00014987/tc-9-1955-2015.pdf
https://tc.copernicus.org/articles/9/1955/2015/tc-9-1955-2015.pdf
geographic Arctic
geographic_facet Arctic
genre Arctic
Beaufort Sea
Sea ice
The Cryosphere
genre_facet Arctic
Beaufort Sea
Sea ice
The Cryosphere
op_relation The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424
https://doi.org/10.5194/tc-9-1955-2015
https://noa.gwlb.de/receive/cop_mods_00015032
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00014987/tc-9-1955-2015.pdf
https://tc.copernicus.org/articles/9/1955/2015/tc-9-1955-2015.pdf
op_rights uneingeschränkt
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/tc-9-1955-2015
container_title The Cryosphere
container_volume 9
container_issue 5
container_start_page 1955
op_container_end_page 1968
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