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
https://doaj.org/article/b7384cfdc60a409db82a223535033ef5
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spelling ftdoajarticles:oai:doaj.org/article:b7384cfdc60a409db82a223535033ef5 2023-05-15T14:49:39+02:00 Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution A. Wernecke L. Kaleschke 2015-10-01T00:00:00Z https://doi.org/10.5194/tc-9-1955-2015 https://doaj.org/article/b7384cfdc60a409db82a223535033ef5 EN eng Copernicus Publications http://www.the-cryosphere.net/9/1955/2015/tc-9-1955-2015.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 1994-0416 1994-0424 doi:10.5194/tc-9-1955-2015 https://doaj.org/article/b7384cfdc60a409db82a223535033ef5 The Cryosphere, Vol 9, Iss 5, Pp 1955-1968 (2015) Environmental sciences GE1-350 Geology QE1-996.5 article 2015 ftdoajarticles https://doi.org/10.5194/tc-9-1955-2015 2022-12-31T12:51:13Z 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 Directory of Open Access Journals: DOAJ Articles Arctic The Cryosphere 9 5 1955 1968
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
A. Wernecke
L. Kaleschke
Lead detection in Arctic sea ice from CryoSat-2: quality assessment, lead area fraction and width distribution
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
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 A. Wernecke
L. Kaleschke
author_facet A. Wernecke
L. Kaleschke
author_sort A. Wernecke
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://doaj.org/article/b7384cfdc60a409db82a223535033ef5
geographic Arctic
geographic_facet Arctic
genre Arctic
Beaufort Sea
Sea ice
The Cryosphere
genre_facet Arctic
Beaufort Sea
Sea ice
The Cryosphere
op_source The Cryosphere, Vol 9, Iss 5, Pp 1955-1968 (2015)
op_relation http://www.the-cryosphere.net/9/1955/2015/tc-9-1955-2015.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
1994-0416
1994-0424
doi:10.5194/tc-9-1955-2015
https://doaj.org/article/b7384cfdc60a409db82a223535033ef5
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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