A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences

The Last Interglacial period (LIG) is a period with increased summer insolation at high northern latitudes, which results in strong changes in the terrestrial and marine cryosphere. Understanding the mechanisms for this response via climate modelling and comparing the models' representation of...

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Published in:Climate of the Past
Main Authors: Kageyama, Masa, Sime, Louise C., Sicard, Marie, Guarino, Maria-Vittoria, De Vernal, A, Stein, Ruediger, Schroeder, david, Malmierca-Vallet, Irene, Abe-Ouchi, Ayako, Bitz, Cecilia M., Braconnot, Pascale, Brady, Esther C., Cao, Jian, Chamberlain, Matthew, Feltham, Danny, Guo, Chuncheng, Legrande, Allegra N., Lohmann, Gerrit, Meissner, Katrin, Menviel, Laurie, Nisancioglu, Kerim Hestnes, Otto-Bliesner, Bette L., O'ishi, Ryouta, Ramos Buarque, Silvan, Salas y Mélia, David, Sherriff-Tadano, Sam, Stroeve, Julienne C., Shi, Xiaoxu, Sun, Bo, Thomas, Robert, Volodin, Evgeny, Yeung, Nicholas K.H., Zhang, Qiong, Zhang, Zhongshi, Zheng, Weipeng, Ziehn, Tilo
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus 2021
Subjects:
Online Access:https://hdl.handle.net/11250/2756339
https://doi.org/10.5194/cp-17-37-2021
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spelling ftunivbergen:oai:bora.uib.no:11250/2756339 2023-05-15T13:11:31+02:00 A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences Kageyama, Masa Sime, Louise C. Sicard, Marie Guarino, Maria-Vittoria De Vernal, A Stein, Ruediger Schroeder, david Malmierca-Vallet, Irene Abe-Ouchi, Ayako Bitz, Cecilia M. Braconnot, Pascale Brady, Esther C. Cao, Jian Chamberlain, Matthew Feltham, Danny Guo, Chuncheng Legrande, Allegra N. Lohmann, Gerrit Meissner, Katrin Menviel, Laurie Nisancioglu, Kerim Hestnes Otto-Bliesner, Bette L. O'ishi, Ryouta Ramos Buarque, Silvan Salas y Mélia, David Sherriff-Tadano, Sam Stroeve, Julienne C. Shi, Xiaoxu Sun, Bo Thomas, Robert Volodin, Evgeny Yeung, Nicholas K.H. Zhang, Qiong Zhang, Zhongshi Zheng, Weipeng Ziehn, Tilo 2021 application/pdf https://hdl.handle.net/11250/2756339 https://doi.org/10.5194/cp-17-37-2021 eng eng Copernicus https://cp.copernicus.org/articles/17/37/2021/ Norges forskningsråd: 246929 Notur/NorStore: NN4659K EC/FP7/610055 urn:issn:1814-9324 https://hdl.handle.net/11250/2756339 https://doi.org/10.5194/cp-17-37-2021 cristin:1868651 Climate of the Past. 2021, 17(1), 37–62 Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no Copyright 2020 The Authors Climate of the Past 17 1 37–62 Journal article Peer reviewed 2021 ftunivbergen https://doi.org/10.5194/cp-17-37-2021 2023-03-14T17:44:23Z The Last Interglacial period (LIG) is a period with increased summer insolation at high northern latitudes, which results in strong changes in the terrestrial and marine cryosphere. Understanding the mechanisms for this response via climate modelling and comparing the models' representation of climate reconstructions is one of the objectives set up by the Paleoclimate Modelling Intercomparison Project for its contribution to the sixth phase of the Coupled Model Intercomparison Project. Here we analyse the results from 16 climate models in terms of Arctic sea ice. The multi-model mean reduction in minimum sea ice area from the pre industrial period (PI) to the LIG reaches 50 % (multi-model mean LIG area is 3.20×106 km2, compared to 6.46×106 km2 for the PI). On the other hand, there is little change for the maximum sea ice area (which is 15–16×106 km2 for both the PI and the LIG. To evaluate the model results we synthesise LIG sea ice data from marine cores collected in the Arctic Ocean, Nordic Seas and northern North Atlantic. The reconstructions for the northern North Atlantic show year-round ice-free conditions, and most models yield results in agreement with these reconstructions. Model–data disagreement appear for the sites in the Nordic Seas close to Greenland and at the edge of the Arctic Ocean. The northernmost site with good chronology, for which a sea ice concentration larger than 75 % is reconstructed even in summer, discriminates those models which simulate too little sea ice. However, the remaining models appear to simulate too much sea ice over the two sites south of the northernmost one, for which the reconstructed sea ice cover is seasonal. Hence models either underestimate or overestimate sea ice cover for the LIG, and their bias does not appear to be related to their bias for the pre-industrial period. Drivers for the inter-model differences are different phasing of the up and down short-wave anomalies over the Arctic Ocean, which are associated with differences in model albedo; possible cloud ... Article in Journal/Newspaper albedo Arctic Arctic Ocean Greenland Nordic Seas North Atlantic Sea ice University of Bergen: Bergen Open Research Archive (BORA-UiB) Arctic Arctic Ocean Greenland Climate of the Past 17 1 37 62
institution Open Polar
collection University of Bergen: Bergen Open Research Archive (BORA-UiB)
op_collection_id ftunivbergen
language English
description The Last Interglacial period (LIG) is a period with increased summer insolation at high northern latitudes, which results in strong changes in the terrestrial and marine cryosphere. Understanding the mechanisms for this response via climate modelling and comparing the models' representation of climate reconstructions is one of the objectives set up by the Paleoclimate Modelling Intercomparison Project for its contribution to the sixth phase of the Coupled Model Intercomparison Project. Here we analyse the results from 16 climate models in terms of Arctic sea ice. The multi-model mean reduction in minimum sea ice area from the pre industrial period (PI) to the LIG reaches 50 % (multi-model mean LIG area is 3.20×106 km2, compared to 6.46×106 km2 for the PI). On the other hand, there is little change for the maximum sea ice area (which is 15–16×106 km2 for both the PI and the LIG. To evaluate the model results we synthesise LIG sea ice data from marine cores collected in the Arctic Ocean, Nordic Seas and northern North Atlantic. The reconstructions for the northern North Atlantic show year-round ice-free conditions, and most models yield results in agreement with these reconstructions. Model–data disagreement appear for the sites in the Nordic Seas close to Greenland and at the edge of the Arctic Ocean. The northernmost site with good chronology, for which a sea ice concentration larger than 75 % is reconstructed even in summer, discriminates those models which simulate too little sea ice. However, the remaining models appear to simulate too much sea ice over the two sites south of the northernmost one, for which the reconstructed sea ice cover is seasonal. Hence models either underestimate or overestimate sea ice cover for the LIG, and their bias does not appear to be related to their bias for the pre-industrial period. Drivers for the inter-model differences are different phasing of the up and down short-wave anomalies over the Arctic Ocean, which are associated with differences in model albedo; possible cloud ...
format Article in Journal/Newspaper
author Kageyama, Masa
Sime, Louise C.
Sicard, Marie
Guarino, Maria-Vittoria
De Vernal, A
Stein, Ruediger
Schroeder, david
Malmierca-Vallet, Irene
Abe-Ouchi, Ayako
Bitz, Cecilia M.
Braconnot, Pascale
Brady, Esther C.
Cao, Jian
Chamberlain, Matthew
Feltham, Danny
Guo, Chuncheng
Legrande, Allegra N.
Lohmann, Gerrit
Meissner, Katrin
Menviel, Laurie
Nisancioglu, Kerim Hestnes
Otto-Bliesner, Bette L.
O'ishi, Ryouta
Ramos Buarque, Silvan
Salas y Mélia, David
Sherriff-Tadano, Sam
Stroeve, Julienne C.
Shi, Xiaoxu
Sun, Bo
Thomas, Robert
Volodin, Evgeny
Yeung, Nicholas K.H.
Zhang, Qiong
Zhang, Zhongshi
Zheng, Weipeng
Ziehn, Tilo
spellingShingle Kageyama, Masa
Sime, Louise C.
Sicard, Marie
Guarino, Maria-Vittoria
De Vernal, A
Stein, Ruediger
Schroeder, david
Malmierca-Vallet, Irene
Abe-Ouchi, Ayako
Bitz, Cecilia M.
Braconnot, Pascale
Brady, Esther C.
Cao, Jian
Chamberlain, Matthew
Feltham, Danny
Guo, Chuncheng
Legrande, Allegra N.
Lohmann, Gerrit
Meissner, Katrin
Menviel, Laurie
Nisancioglu, Kerim Hestnes
Otto-Bliesner, Bette L.
O'ishi, Ryouta
Ramos Buarque, Silvan
Salas y Mélia, David
Sherriff-Tadano, Sam
Stroeve, Julienne C.
Shi, Xiaoxu
Sun, Bo
Thomas, Robert
Volodin, Evgeny
Yeung, Nicholas K.H.
Zhang, Qiong
Zhang, Zhongshi
Zheng, Weipeng
Ziehn, Tilo
A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
author_facet Kageyama, Masa
Sime, Louise C.
Sicard, Marie
Guarino, Maria-Vittoria
De Vernal, A
Stein, Ruediger
Schroeder, david
Malmierca-Vallet, Irene
Abe-Ouchi, Ayako
Bitz, Cecilia M.
Braconnot, Pascale
Brady, Esther C.
Cao, Jian
Chamberlain, Matthew
Feltham, Danny
Guo, Chuncheng
Legrande, Allegra N.
Lohmann, Gerrit
Meissner, Katrin
Menviel, Laurie
Nisancioglu, Kerim Hestnes
Otto-Bliesner, Bette L.
O'ishi, Ryouta
Ramos Buarque, Silvan
Salas y Mélia, David
Sherriff-Tadano, Sam
Stroeve, Julienne C.
Shi, Xiaoxu
Sun, Bo
Thomas, Robert
Volodin, Evgeny
Yeung, Nicholas K.H.
Zhang, Qiong
Zhang, Zhongshi
Zheng, Weipeng
Ziehn, Tilo
author_sort Kageyama, Masa
title A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_short A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_full A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_fullStr A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_full_unstemmed A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_sort multi-model cmip6-pmip4 study of arctic sea ice at 127 ka: sea ice data compilation and model differences
publisher Copernicus
publishDate 2021
url https://hdl.handle.net/11250/2756339
https://doi.org/10.5194/cp-17-37-2021
geographic Arctic
Arctic Ocean
Greenland
geographic_facet Arctic
Arctic Ocean
Greenland
genre albedo
Arctic
Arctic Ocean
Greenland
Nordic Seas
North Atlantic
Sea ice
genre_facet albedo
Arctic
Arctic Ocean
Greenland
Nordic Seas
North Atlantic
Sea ice
op_source Climate of the Past
17
1
37–62
op_relation https://cp.copernicus.org/articles/17/37/2021/
Norges forskningsråd: 246929
Notur/NorStore: NN4659K
EC/FP7/610055
urn:issn:1814-9324
https://hdl.handle.net/11250/2756339
https://doi.org/10.5194/cp-17-37-2021
cristin:1868651
Climate of the Past. 2021, 17(1), 37–62
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
Copyright 2020 The Authors
op_doi https://doi.org/10.5194/cp-17-37-2021
container_title Climate of the Past
container_volume 17
container_issue 1
container_start_page 37
op_container_end_page 62
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