Characterization and causes of North Atlantic cold bias in climate models ...
<!--!introduction!--> The North Atlantic sea surface temperature (SST) cold bias is a remarkable feature of general circulation models (GCMs). This bias is a primary concern in climate science because they directly affect the skill of predictions and the confidence in projections on the North...
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GFZ German Research Centre for Geosciences
2023
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ftdatacite:10.57757/iugg23-2053 2023-07-23T04:20:29+02:00 Characterization and causes of North Atlantic cold bias in climate models ... Lin, Xia Massonnet, Francois Barbieri de Azevedo, Helena 2023 https://dx.doi.org/10.57757/iugg23-2053 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5018819 unknown GFZ German Research Centre for Geosciences Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 Article ConferencePaper Oral 2023 ftdatacite https://doi.org/10.57757/iugg23-2053 2023-07-03T18:40:02Z <!--!introduction!--> The North Atlantic sea surface temperature (SST) cold bias is a remarkable feature of general circulation models (GCMs). This bias is a primary concern in climate science because they directly affect the skill of predictions and the confidence in projections on the North Hemisphere climate. Here the characterization and causes of the cold bias are investigated by combining Atmospheric, Ocean, and Coupled Model Inter-comparison Project (AMIP6/OMIP6/CMIP6) simulations with observations. It is found that the cold North Atlantic SST bias in CMIP6 is primarily caused by weak heat transport in ocean models induced by weak Gulf Stream currents. The weak atmospheric fluctuations induced shallow mixed layer depth also plays a role. These biases are much reduced by increasing the atmospheric and oceanic model resolution to around 1º and 0.25º in HadGEM3-GC31-MM, respectively. The radiation heat flux bias in AMIP6 and CMIP6 model are small. The large turbulent heat flux bias linked to SST ... : The 28th IUGG General Assembly (IUGG2023) (Berlin 2023) ... Conference Object North Atlantic DataCite Metadata Store (German National Library of Science and Technology) |
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<!--!introduction!--> The North Atlantic sea surface temperature (SST) cold bias is a remarkable feature of general circulation models (GCMs). This bias is a primary concern in climate science because they directly affect the skill of predictions and the confidence in projections on the North Hemisphere climate. Here the characterization and causes of the cold bias are investigated by combining Atmospheric, Ocean, and Coupled Model Inter-comparison Project (AMIP6/OMIP6/CMIP6) simulations with observations. It is found that the cold North Atlantic SST bias in CMIP6 is primarily caused by weak heat transport in ocean models induced by weak Gulf Stream currents. The weak atmospheric fluctuations induced shallow mixed layer depth also plays a role. These biases are much reduced by increasing the atmospheric and oceanic model resolution to around 1º and 0.25º in HadGEM3-GC31-MM, respectively. The radiation heat flux bias in AMIP6 and CMIP6 model are small. The large turbulent heat flux bias linked to SST ... : The 28th IUGG General Assembly (IUGG2023) (Berlin 2023) ... |
format |
Conference Object |
author |
Lin, Xia Massonnet, Francois Barbieri de Azevedo, Helena |
spellingShingle |
Lin, Xia Massonnet, Francois Barbieri de Azevedo, Helena Characterization and causes of North Atlantic cold bias in climate models ... |
author_facet |
Lin, Xia Massonnet, Francois Barbieri de Azevedo, Helena |
author_sort |
Lin, Xia |
title |
Characterization and causes of North Atlantic cold bias in climate models ... |
title_short |
Characterization and causes of North Atlantic cold bias in climate models ... |
title_full |
Characterization and causes of North Atlantic cold bias in climate models ... |
title_fullStr |
Characterization and causes of North Atlantic cold bias in climate models ... |
title_full_unstemmed |
Characterization and causes of North Atlantic cold bias in climate models ... |
title_sort |
characterization and causes of north atlantic cold bias in climate models ... |
publisher |
GFZ German Research Centre for Geosciences |
publishDate |
2023 |
url |
https://dx.doi.org/10.57757/iugg23-2053 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5018819 |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_rights |
Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 |
op_doi |
https://doi.org/10.57757/iugg23-2053 |
_version_ |
1772184871152648192 |