On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic

International audience We explore several statistical properties of the observed and simulated Arctic sea-ice lead fraction, as well as the statistics of simulated Arctic ocean-atmosphere heat fluxes. First we show that the observed lead fraction in the Central Arctic has a monofractal spatial scali...

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Published in:The Cryosphere
Main Authors: Ólason, Einar, Rampal, Pierre, Dansereau, Véronique
Other Authors: Nansen Environmental and Remote Sensing Center Bergen (NERSC), Institut des Géosciences de l’Environnement (IGE), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Institut des Sciences de la Terre (ISTerre), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Université Gustave Eiffel-Université Grenoble Alpes (UGA)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.univ-grenoble-alpes.fr/hal-03405380
https://hal.univ-grenoble-alpes.fr/hal-03405380/document
https://hal.univ-grenoble-alpes.fr/hal-03405380/file/Olason2021The_Cryosphere.pdf
https://doi.org/10.5194/tc-15-1053-2021
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spelling ftinsu:oai:HAL:hal-03405380v1 2024-04-28T08:06:16+00:00 On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic Ólason, Einar Rampal, Pierre Dansereau, Véronique Nansen Environmental and Remote Sensing Center Bergen (NERSC) Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ) Université Grenoble Alpes (UGA) Institut des Sciences de la Terre (ISTerre) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Université Gustave Eiffel-Université Grenoble Alpes (UGA) 2021 https://hal.univ-grenoble-alpes.fr/hal-03405380 https://hal.univ-grenoble-alpes.fr/hal-03405380/document https://hal.univ-grenoble-alpes.fr/hal-03405380/file/Olason2021The_Cryosphere.pdf https://doi.org/10.5194/tc-15-1053-2021 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-15-1053-2021 hal-03405380 https://hal.univ-grenoble-alpes.fr/hal-03405380 https://hal.univ-grenoble-alpes.fr/hal-03405380/document https://hal.univ-grenoble-alpes.fr/hal-03405380/file/Olason2021The_Cryosphere.pdf doi:10.5194/tc-15-1053-2021 info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://hal.univ-grenoble-alpes.fr/hal-03405380 The Cryosphere, 2021, 15 (2), pp.1053 - 1064. ⟨10.5194/tc-15-1053-2021⟩ [SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology [SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography info:eu-repo/semantics/article Journal articles 2021 ftinsu https://doi.org/10.5194/tc-15-1053-2021 2024-04-05T00:36:09Z International audience We explore several statistical properties of the observed and simulated Arctic sea-ice lead fraction, as well as the statistics of simulated Arctic ocean-atmosphere heat fluxes. First we show that the observed lead fraction in the Central Arctic has a monofractal spatial scaling, which we relate to the multifractal spatial scaling present in sea-ice deformation rates. We then show that the relevant statistics of the observed lead fraction in the Central Arctic are well represented by our model, neXtSIM. Given that the heat flux through leads may be up to 2 orders of magnitude larger than that through unbroken ice, we then explore the statistical properties (probability distribution function-PDFand spatial scaling) of the heat fluxes simulated by neXtSIM. We demonstrate that the modelled heat fluxes present a multifractal scaling in the Central Arctic, where heat fluxes through leads dominate the high-flux tail of the PDF. This multifractal character relates to the multi-and monofractal character of deformation rates and the lead fraction. In the wider Arctic, the high-flux tail of the PDF is dominated by an exponential decay, which we attribute to the presence of coastal polynyas. Finally, we show that the scaling of the simulated lead fraction and heat fluxes depends weakly on the model resolution and discuss the role sub-grid-scale parameterisations of the ice heterogeneity may have in improving this result. Article in Journal/Newspaper Arctic Arctic Ocean Sea ice The Cryosphere Institut national des sciences de l'Univers: HAL-INSU The Cryosphere 15 2 1053 1064
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic [SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
spellingShingle [SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
Ólason, Einar
Rampal, Pierre
Dansereau, Véronique
On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic
topic_facet [SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
description International audience We explore several statistical properties of the observed and simulated Arctic sea-ice lead fraction, as well as the statistics of simulated Arctic ocean-atmosphere heat fluxes. First we show that the observed lead fraction in the Central Arctic has a monofractal spatial scaling, which we relate to the multifractal spatial scaling present in sea-ice deformation rates. We then show that the relevant statistics of the observed lead fraction in the Central Arctic are well represented by our model, neXtSIM. Given that the heat flux through leads may be up to 2 orders of magnitude larger than that through unbroken ice, we then explore the statistical properties (probability distribution function-PDFand spatial scaling) of the heat fluxes simulated by neXtSIM. We demonstrate that the modelled heat fluxes present a multifractal scaling in the Central Arctic, where heat fluxes through leads dominate the high-flux tail of the PDF. This multifractal character relates to the multi-and monofractal character of deformation rates and the lead fraction. In the wider Arctic, the high-flux tail of the PDF is dominated by an exponential decay, which we attribute to the presence of coastal polynyas. Finally, we show that the scaling of the simulated lead fraction and heat fluxes depends weakly on the model resolution and discuss the role sub-grid-scale parameterisations of the ice heterogeneity may have in improving this result.
author2 Nansen Environmental and Remote Sensing Center Bergen (NERSC)
Institut des Géosciences de l’Environnement (IGE)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
Université Grenoble Alpes (UGA)
Institut des Sciences de la Terre (ISTerre)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Université Gustave Eiffel-Université Grenoble Alpes (UGA)
format Article in Journal/Newspaper
author Ólason, Einar
Rampal, Pierre
Dansereau, Véronique
author_facet Ólason, Einar
Rampal, Pierre
Dansereau, Véronique
author_sort Ólason, Einar
title On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic
title_short On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic
title_full On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic
title_fullStr On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic
title_full_unstemmed On the statistical properties of sea-ice lead fraction and heat fluxes in the Arctic
title_sort on the statistical properties of sea-ice lead fraction and heat fluxes in the arctic
publisher HAL CCSD
publishDate 2021
url https://hal.univ-grenoble-alpes.fr/hal-03405380
https://hal.univ-grenoble-alpes.fr/hal-03405380/document
https://hal.univ-grenoble-alpes.fr/hal-03405380/file/Olason2021The_Cryosphere.pdf
https://doi.org/10.5194/tc-15-1053-2021
genre Arctic
Arctic Ocean
Sea ice
The Cryosphere
genre_facet Arctic
Arctic Ocean
Sea ice
The Cryosphere
op_source ISSN: 1994-0424
EISSN: 1994-0416
The Cryosphere
https://hal.univ-grenoble-alpes.fr/hal-03405380
The Cryosphere, 2021, 15 (2), pp.1053 - 1064. ⟨10.5194/tc-15-1053-2021⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-15-1053-2021
hal-03405380
https://hal.univ-grenoble-alpes.fr/hal-03405380
https://hal.univ-grenoble-alpes.fr/hal-03405380/document
https://hal.univ-grenoble-alpes.fr/hal-03405380/file/Olason2021The_Cryosphere.pdf
doi:10.5194/tc-15-1053-2021
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/tc-15-1053-2021
container_title The Cryosphere
container_volume 15
container_issue 2
container_start_page 1053
op_container_end_page 1064
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