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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Online Access: | https://doi.org/10.1016/j.accre.2021.07.003 https://doaj.org/article/1232be8f3a544b60a177ce370b304541 |
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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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1766303315324305408 |