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: A. Wernecke, L. Kaleschke
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2015
Subjects:
Online Access:https://doi.org/10.5194/tc-9-1955-2015
http://www.the-cryosphere.net/9/1955/2015/tc-9-1955-2015.pdf
https://doaj.org/article/b7384cfdc60a409db82a223535033ef5
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author A. Wernecke
L. Kaleschke
author_facet A. Wernecke
L. Kaleschke
author_sort A. Wernecke
collection Unknown
container_issue 5
container_start_page 1955
container_title The Cryosphere
container_volume 9
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
genre Arctic
Beaufort Sea
Sea ice
The Cryosphere
genre_facet Arctic
Beaufort Sea
Sea ice
The Cryosphere
geographic Arctic
geographic_facet Arctic
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op_doi https://doi.org/10.5194/tc-9-1955-2015
op_relation 1994-0416
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http://www.the-cryosphere.net/9/1955/2015/tc-9-1955-2015.pdf
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op_source The Cryosphere, Vol 9, Iss 5, Pp 1955-1968 (2015)
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spelling fttriple:oai:gotriple.eu:oai:doaj.org/article:b7384cfdc60a409db82a223535033ef5 2025-01-16T20:19:10+00:00 Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution A. Wernecke L. Kaleschke 2015-10-01 https://doi.org/10.5194/tc-9-1955-2015 http://www.the-cryosphere.net/9/1955/2015/tc-9-1955-2015.pdf https://doaj.org/article/b7384cfdc60a409db82a223535033ef5 en eng Copernicus Publications 1994-0416 1994-0424 doi:10.5194/tc-9-1955-2015 http://www.the-cryosphere.net/9/1955/2015/tc-9-1955-2015.pdf https://doaj.org/article/b7384cfdc60a409db82a223535033ef5 undefined The Cryosphere, Vol 9, Iss 5, Pp 1955-1968 (2015) geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2015 fttriple https://doi.org/10.5194/tc-9-1955-2015 2023-01-22T19:29:03Z 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 Unknown Arctic The Cryosphere 9 5 1955 1968
spellingShingle geo
envir
A. Wernecke
L. Kaleschke
Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
title 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_short 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
topic geo
envir
topic_facet geo
envir
url https://doi.org/10.5194/tc-9-1955-2015
http://www.the-cryosphere.net/9/1955/2015/tc-9-1955-2015.pdf
https://doaj.org/article/b7384cfdc60a409db82a223535033ef5