Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development

International audience The early Eocene greenhouse climate maintained by high atmospheric CO2 concentrations serves as a testbed for future climate changes dominated by increasing CO2 forcing. In particular, the early Eocene Arctic region is important in the context of future CO2 driven climate warm...

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Published in:Global and Planetary Change
Main Authors: Niezgodzki, Igor, Knorr, Gregor, Lohmann, Gerrit, Lunt, Daniel, Poulsen, Christopher, Steinig, Sebastian, Zhu, Jiang, de Boer, Agatha, Chan, Wing-Le, Donnadieu, Yannick, Hutchinson, David, Ladant, Jean-Baptiste, Morozova, Polina
Other Authors: Institute of Geological Sciences, Polish Academy of Sciences, Polska Akademia Nauk = Polish Academy of Sciences = Académie polonaise des sciences (PAN), Alfred Wegener Institute for Polar and Marine Research (AWI), School of Geographical Sciences Bristol, University of Bristol Bristol, Department of Earth and Environmental Sciences Ann Arbor, University of Michigan Ann Arbor, University of Michigan System-University of Michigan System, National Center for Atmospheric Research Boulder (NCAR), Department of Geological Sciences Stockholm, Stockholm University, Atmosphere and Ocean Research Institute Kashiwa-shi (AORI), The University of Tokyo (UTokyo), Centre européen de recherche et d'enseignement des géosciences de l'environnement (CEREGE), Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Climate Change Research Centre Sydney (CCRC), University of New South Wales Sydney (UNSW), Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Modélisation du climat (CLIM), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Institute of Geography of RAS, Russian Academy of Sciences Moscow (RAS)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2022
Subjects:
Online Access:https://hal.science/hal-03681710
https://doi.org/10.1016/j.gloplacha.2022.103848
id ftccsdartic:oai:HAL:hal-03681710v1
record_format openpolar
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic Early Eocene
Arctic Ocean
Sea ice
Earth system model
Model intercomparison
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
spellingShingle Early Eocene
Arctic Ocean
Sea ice
Earth system model
Model intercomparison
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
Niezgodzki, Igor
Knorr, Gregor
Lohmann, Gerrit
Lunt, Daniel
Poulsen, Christopher
Steinig, Sebastian
Zhu, Jiang
de Boer, Agatha
Chan, Wing-Le
Donnadieu, Yannick
Hutchinson, David
Ladant, Jean-Baptiste
Morozova, Polina
Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development
topic_facet Early Eocene
Arctic Ocean
Sea ice
Earth system model
Model intercomparison
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
description International audience The early Eocene greenhouse climate maintained by high atmospheric CO2 concentrations serves as a testbed for future climate changes dominated by increasing CO2 forcing. In particular, the early Eocene Arctic region is important in the context of future CO2 driven climate warming in the northern polar region and associated shrinking Arctic sea ice. Here, we present early Eocene Arctic sea ice simulations carried out by six coupled climate models within the framework of the Deep-Time Model Intercomparison Project (DeepMIP). We find differences in sea ice responses to CO2 changes across the ensemble and compare the results with available proxy-based sea ice reconstructions from the Arctic Ocean. Most of the models simulate seasonal sea ice presence at high CO2 levels (≥ 840 ppmv = 3× pre-industrial (PI) level of 280 ppmv). However, the threshold when sea ice permanently disappears from the ocean varies considerably between the models (from <840 ppmv to >1680 ppmv). Based on a one-dimensional energy balance model analysis we find that the greenhouse effect likely caused by increased atmospheric water vapor concentration plays an important role in the inter-model spread in Arctic winter surface temperature changes in response to a CO2 rise from 1× to 3× the PI level. Furthermore, differences in simulated surface salinity in the Arctic Ocean play an important role in the control of local sea ice formation. These differences result from different implementations of river run-off between the models, but also from differences in the exchange of waters between a brackish Arctic and a more saline North Atlantic Ocean that are controlled by the width of the gateway between both basins. As there is no geological evidence for Arctic sea ice in the early Eocene, its presence in most of the simulations with 3× PI CO2 level indicates either a higher CO2 level and/or an overly weak polar sensitivity in these models.
author2 Institute of Geological Sciences, Polish Academy of Sciences
Polska Akademia Nauk = Polish Academy of Sciences = Académie polonaise des sciences (PAN)
Alfred Wegener Institute for Polar and Marine Research (AWI)
School of Geographical Sciences Bristol
University of Bristol Bristol
Department of Earth and Environmental Sciences Ann Arbor
University of Michigan Ann Arbor
University of Michigan System-University of Michigan System
National Center for Atmospheric Research Boulder (NCAR)
Department of Geological Sciences Stockholm
Stockholm University
Atmosphere and Ocean Research Institute Kashiwa-shi (AORI)
The University of Tokyo (UTokyo)
Centre européen de recherche et d'enseignement des géosciences de l'environnement (CEREGE)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
Climate Change Research Centre Sydney (CCRC)
University of New South Wales Sydney (UNSW)
Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)
Modélisation du climat (CLIM)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)
Institute of Geography of RAS
Russian Academy of Sciences Moscow (RAS)
format Article in Journal/Newspaper
author Niezgodzki, Igor
Knorr, Gregor
Lohmann, Gerrit
Lunt, Daniel
Poulsen, Christopher
Steinig, Sebastian
Zhu, Jiang
de Boer, Agatha
Chan, Wing-Le
Donnadieu, Yannick
Hutchinson, David
Ladant, Jean-Baptiste
Morozova, Polina
author_facet Niezgodzki, Igor
Knorr, Gregor
Lohmann, Gerrit
Lunt, Daniel
Poulsen, Christopher
Steinig, Sebastian
Zhu, Jiang
de Boer, Agatha
Chan, Wing-Le
Donnadieu, Yannick
Hutchinson, David
Ladant, Jean-Baptiste
Morozova, Polina
author_sort Niezgodzki, Igor
title Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development
title_short Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development
title_full Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development
title_fullStr Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development
title_full_unstemmed Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development
title_sort simulation of arctic sea ice within the deepmip eocene ensemble: thresholds, seasonality and factors controlling sea ice development
publisher HAL CCSD
publishDate 2022
url https://hal.science/hal-03681710
https://doi.org/10.1016/j.gloplacha.2022.103848
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
genre Arctic
Arctic Ocean
North Atlantic
Sea ice
genre_facet Arctic
Arctic Ocean
North Atlantic
Sea ice
op_source ISSN: 0921-8181
Global and Planetary Change
https://hal.science/hal-03681710
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op_doi https://doi.org/10.1016/j.gloplacha.2022.103848
container_title Global and Planetary Change
container_volume 214
container_start_page 103848
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spelling ftccsdartic:oai:HAL:hal-03681710v1 2024-02-04T09:57:06+01:00 Simulation of Arctic sea ice within the DeepMIP Eocene ensemble: Thresholds, seasonality and factors controlling sea ice development Niezgodzki, Igor Knorr, Gregor Lohmann, Gerrit Lunt, Daniel Poulsen, Christopher Steinig, Sebastian Zhu, Jiang de Boer, Agatha Chan, Wing-Le Donnadieu, Yannick Hutchinson, David Ladant, Jean-Baptiste Morozova, Polina Institute of Geological Sciences, Polish Academy of Sciences Polska Akademia Nauk = Polish Academy of Sciences = Académie polonaise des sciences (PAN) Alfred Wegener Institute for Polar and Marine Research (AWI) School of Geographical Sciences Bristol University of Bristol Bristol Department of Earth and Environmental Sciences Ann Arbor University of Michigan Ann Arbor University of Michigan System-University of Michigan System National Center for Atmospheric Research Boulder (NCAR) Department of Geological Sciences Stockholm Stockholm University Atmosphere and Ocean Research Institute Kashiwa-shi (AORI) The University of Tokyo (UTokyo) Centre européen de recherche et d'enseignement des géosciences de l'environnement (CEREGE) Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) Climate Change Research Centre Sydney (CCRC) University of New South Wales Sydney (UNSW) Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS) Modélisation du climat (CLIM) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS) Institute of Geography of RAS Russian Academy of Sciences Moscow (RAS) 2022-05 https://hal.science/hal-03681710 https://doi.org/10.1016/j.gloplacha.2022.103848 en eng HAL CCSD Elsevier info:eu-repo/semantics/altIdentifier/doi/10.1016/j.gloplacha.2022.103848 hal-03681710 https://hal.science/hal-03681710 doi:10.1016/j.gloplacha.2022.103848 ISSN: 0921-8181 Global and Planetary Change https://hal.science/hal-03681710 Global and Planetary Change, 2022, 214, pp.103848. &#x27E8;10.1016/j.gloplacha.2022.103848&#x27E9; Early Eocene Arctic Ocean Sea ice Earth system model Model intercomparison [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces environment info:eu-repo/semantics/article Journal articles 2022 ftccsdartic https://doi.org/10.1016/j.gloplacha.2022.103848 2024-01-06T23:31:54Z International audience The early Eocene greenhouse climate maintained by high atmospheric CO2 concentrations serves as a testbed for future climate changes dominated by increasing CO2 forcing. In particular, the early Eocene Arctic region is important in the context of future CO2 driven climate warming in the northern polar region and associated shrinking Arctic sea ice. Here, we present early Eocene Arctic sea ice simulations carried out by six coupled climate models within the framework of the Deep-Time Model Intercomparison Project (DeepMIP). We find differences in sea ice responses to CO2 changes across the ensemble and compare the results with available proxy-based sea ice reconstructions from the Arctic Ocean. Most of the models simulate seasonal sea ice presence at high CO2 levels (≥ 840 ppmv = 3× pre-industrial (PI) level of 280 ppmv). However, the threshold when sea ice permanently disappears from the ocean varies considerably between the models (from <840 ppmv to >1680 ppmv). Based on a one-dimensional energy balance model analysis we find that the greenhouse effect likely caused by increased atmospheric water vapor concentration plays an important role in the inter-model spread in Arctic winter surface temperature changes in response to a CO2 rise from 1× to 3× the PI level. Furthermore, differences in simulated surface salinity in the Arctic Ocean play an important role in the control of local sea ice formation. These differences result from different implementations of river run-off between the models, but also from differences in the exchange of waters between a brackish Arctic and a more saline North Atlantic Ocean that are controlled by the width of the gateway between both basins. As there is no geological evidence for Arctic sea ice in the early Eocene, its presence in most of the simulations with 3× PI CO2 level indicates either a higher CO2 level and/or an overly weak polar sensitivity in these models. Article in Journal/Newspaper Arctic Arctic Ocean North Atlantic Sea ice Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Arctic Arctic Ocean Global and Planetary Change 214 103848