Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach

Recently, an algorithm of surface turbulent heat fluxes over snow/sea ice has been developed based on the theory of maximum entropy production (MEP), which is fundamentally different from the bulk flux algorithm (BF) that has been used in sea ice models for a few decades. In this study, we first ass...

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Published in:Advances in Climate Change Research
Main Authors: Yi-Ming Zhang, Mi-Rong Song, Chang-Ming Dong, Ji-Ping Liu
Format: Article in Journal/Newspaper
Language:English
Published: KeAi Communications Co., Ltd. 2021
Subjects:
Online Access:https://doi.org/10.1016/j.accre.2021.07.003
https://doaj.org/article/1232be8f3a544b60a177ce370b304541
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spelling ftdoajarticles:oai:doaj.org/article:1232be8f3a544b60a177ce370b304541 2023-05-15T14:29:15+02:00 Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach Yi-Ming Zhang Mi-Rong Song Chang-Ming Dong Ji-Ping Liu 2021-08-01T00:00:00Z https://doi.org/10.1016/j.accre.2021.07.003 https://doaj.org/article/1232be8f3a544b60a177ce370b304541 EN eng KeAi Communications Co., Ltd. http://www.sciencedirect.com/science/article/pii/S1674927821000927 https://doaj.org/toc/1674-9278 1674-9278 doi:10.1016/j.accre.2021.07.003 https://doaj.org/article/1232be8f3a544b60a177ce370b304541 Advances in Climate Change Research, Vol 12, Iss 4, Pp 517-526 (2021) Sea ice modeling Turbulent heat fluxes Maximum-entropy-production Mass flux Meteorology. Climatology QC851-999 Social sciences (General) H1-99 article 2021 ftdoajarticles https://doi.org/10.1016/j.accre.2021.07.003 2022-12-31T07:09:00Z Recently, an algorithm of surface turbulent heat fluxes over snow/sea ice has been developed based on the theory of maximum entropy production (MEP), which is fundamentally different from the bulk flux algorithm (BF) that has been used in sea ice models for a few decades. In this study, we first assess how well the MEP algorithm captures the observed variations of turbulent heat fluxes over Arctic sea ice. It is found that the calculated heat fluxes by the MEP method are in good agreement with in-situ observations after considering the absorption of incoming radiation in a snow/ice surface layer with infinitesimal depth. We then investigate the effects of two different schemes (MEP vs. BF) in the sea ice model of CICE6 on simulated turbulent heat fluxes and sea ice processes in the Arctic Basin. Our results show that the two different schemes give quite different representations of seasonal variations of heat fluxes, particularly for sensible heat fluxes in summer. The heat fluxes simulated by the MEP produce weak cooling effect on the ice surface in summer, whereas the BF generates a warming effect. As a result, compared to the BF, the MEP leads to a reduced seasonal cycle of Arctic sea ice mass flux by modulating snow-to-ice conversion, basal ice growth, surface ice melt and basal ice melt. Article in Journal/Newspaper Arctic Basin Arctic Sea ice Directory of Open Access Journals: DOAJ Articles Arctic Advances in Climate Change Research 12 4 517 526
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Sea ice modeling
Turbulent heat fluxes
Maximum-entropy-production
Mass flux
Meteorology. Climatology
QC851-999
Social sciences (General)
H1-99
spellingShingle Sea ice modeling
Turbulent heat fluxes
Maximum-entropy-production
Mass flux
Meteorology. Climatology
QC851-999
Social sciences (General)
H1-99
Yi-Ming Zhang
Mi-Rong Song
Chang-Ming Dong
Ji-Ping Liu
Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach
topic_facet Sea ice modeling
Turbulent heat fluxes
Maximum-entropy-production
Mass flux
Meteorology. Climatology
QC851-999
Social sciences (General)
H1-99
description Recently, an algorithm of surface turbulent heat fluxes over snow/sea ice has been developed based on the theory of maximum entropy production (MEP), which is fundamentally different from the bulk flux algorithm (BF) that has been used in sea ice models for a few decades. In this study, we first assess how well the MEP algorithm captures the observed variations of turbulent heat fluxes over Arctic sea ice. It is found that the calculated heat fluxes by the MEP method are in good agreement with in-situ observations after considering the absorption of incoming radiation in a snow/ice surface layer with infinitesimal depth. We then investigate the effects of two different schemes (MEP vs. BF) in the sea ice model of CICE6 on simulated turbulent heat fluxes and sea ice processes in the Arctic Basin. Our results show that the two different schemes give quite different representations of seasonal variations of heat fluxes, particularly for sensible heat fluxes in summer. The heat fluxes simulated by the MEP produce weak cooling effect on the ice surface in summer, whereas the BF generates a warming effect. As a result, compared to the BF, the MEP leads to a reduced seasonal cycle of Arctic sea ice mass flux by modulating snow-to-ice conversion, basal ice growth, surface ice melt and basal ice melt.
format Article in Journal/Newspaper
author Yi-Ming Zhang
Mi-Rong Song
Chang-Ming Dong
Ji-Ping Liu
author_facet Yi-Ming Zhang
Mi-Rong Song
Chang-Ming Dong
Ji-Ping Liu
author_sort Yi-Ming Zhang
title Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach
title_short Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach
title_full Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach
title_fullStr Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach
title_full_unstemmed Modeling turbulent heat fluxes over Arctic sea ice using a maximum-entropy-production approach
title_sort modeling turbulent heat fluxes over arctic sea ice using a maximum-entropy-production approach
publisher KeAi Communications Co., Ltd.
publishDate 2021
url https://doi.org/10.1016/j.accre.2021.07.003
https://doaj.org/article/1232be8f3a544b60a177ce370b304541
geographic Arctic
geographic_facet Arctic
genre Arctic Basin
Arctic
Sea ice
genre_facet Arctic Basin
Arctic
Sea ice
op_source Advances in Climate Change Research, Vol 12, Iss 4, Pp 517-526 (2021)
op_relation http://www.sciencedirect.com/science/article/pii/S1674927821000927
https://doaj.org/toc/1674-9278
1674-9278
doi:10.1016/j.accre.2021.07.003
https://doaj.org/article/1232be8f3a544b60a177ce370b304541
op_doi https://doi.org/10.1016/j.accre.2021.07.003
container_title Advances in Climate Change Research
container_volume 12
container_issue 4
container_start_page 517
op_container_end_page 526
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