Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis
Many climate models simulate near-surface air temperatures that are too low in the Arctic compared to the observation-based ERA5 reanalysis data, a bias that was noted in the Inter-governmental Panel on Climate Change Sixth Assessment Report (IPCC AR6). Here we present a high-resolution, satellite-d...
Published in: | Communications Earth & Environment |
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Online Access: | https://orbit.dtu.dk/en/publications/2753b1b4-b982-4c01-8591-4cba2244d277 https://doi.org/10.1038/s43247-024-01276-z https://backend.orbit.dtu.dk/ws/files/355225861/s43247-024-01276-z.pdf |
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ftdtupubl:oai:pure.atira.dk:publications/2753b1b4-b982-4c01-8591-4cba2244d277 2024-09-15T17:50:59+00:00 Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis Tian, Tian Yang, Shuting Høyer, Jacob Lorentsen Nielsen-Englyst, Pia Singha, Suman 2024 application/pdf https://orbit.dtu.dk/en/publications/2753b1b4-b982-4c01-8591-4cba2244d277 https://doi.org/10.1038/s43247-024-01276-z https://backend.orbit.dtu.dk/ws/files/355225861/s43247-024-01276-z.pdf eng eng https://orbit.dtu.dk/en/publications/2753b1b4-b982-4c01-8591-4cba2244d277 info:eu-repo/semantics/openAccess Tian , T , Yang , S , Høyer , J L , Nielsen-Englyst , P & Singha , S 2024 , ' Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis ' , Communications Earth and Environment , vol. 5 , no. 1 , 111 . https://doi.org/10.1038/s43247-024-01276-z /dk/atira/pure/sustainabledevelopmentgoals/climate_action name=SDG 13 - Climate Action article 2024 ftdtupubl https://doi.org/10.1038/s43247-024-01276-z 2024-08-13T00:03:07Z Many climate models simulate near-surface air temperatures that are too low in the Arctic compared to the observation-based ERA5 reanalysis data, a bias that was noted in the Inter-governmental Panel on Climate Change Sixth Assessment Report (IPCC AR6). Here we present a high-resolution, satellite-derived dataset of near-surface air temperatures for the Arctic sea-ice region (1982–2020). We use it as a benchmark to reevaluate climate reanalyses and model simulations in CMIP6 (Coupled Model Intercomparison Project 6). We find that the CMIP6 simulations in the central Arctic, with generally thicker ice and snow, align well with satellite observations, with an annual mean bias of less than ± 1 °C over sea ice. By contrast, climate reanalyses like ERA5 exhibit widespread warm biases exceeding 2 °C in the same region. We conclude that reliance on ERA5 reanalysis as a reference may have led to an underestimation of climate model reliability in the Arctic region. Article in Journal/Newspaper Arctic Climate change Sea ice Technical University of Denmark: DTU Orbit Communications Earth & Environment 5 1 |
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Open Polar |
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Technical University of Denmark: DTU Orbit |
op_collection_id |
ftdtupubl |
language |
English |
topic |
/dk/atira/pure/sustainabledevelopmentgoals/climate_action name=SDG 13 - Climate Action |
spellingShingle |
/dk/atira/pure/sustainabledevelopmentgoals/climate_action name=SDG 13 - Climate Action Tian, Tian Yang, Shuting Høyer, Jacob Lorentsen Nielsen-Englyst, Pia Singha, Suman Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis |
topic_facet |
/dk/atira/pure/sustainabledevelopmentgoals/climate_action name=SDG 13 - Climate Action |
description |
Many climate models simulate near-surface air temperatures that are too low in the Arctic compared to the observation-based ERA5 reanalysis data, a bias that was noted in the Inter-governmental Panel on Climate Change Sixth Assessment Report (IPCC AR6). Here we present a high-resolution, satellite-derived dataset of near-surface air temperatures for the Arctic sea-ice region (1982–2020). We use it as a benchmark to reevaluate climate reanalyses and model simulations in CMIP6 (Coupled Model Intercomparison Project 6). We find that the CMIP6 simulations in the central Arctic, with generally thicker ice and snow, align well with satellite observations, with an annual mean bias of less than ± 1 °C over sea ice. By contrast, climate reanalyses like ERA5 exhibit widespread warm biases exceeding 2 °C in the same region. We conclude that reliance on ERA5 reanalysis as a reference may have led to an underestimation of climate model reliability in the Arctic region. |
format |
Article in Journal/Newspaper |
author |
Tian, Tian Yang, Shuting Høyer, Jacob Lorentsen Nielsen-Englyst, Pia Singha, Suman |
author_facet |
Tian, Tian Yang, Shuting Høyer, Jacob Lorentsen Nielsen-Englyst, Pia Singha, Suman |
author_sort |
Tian, Tian |
title |
Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis |
title_short |
Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis |
title_full |
Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis |
title_fullStr |
Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis |
title_full_unstemmed |
Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis |
title_sort |
cooler arctic surface temperatures simulated by climate models are closer to satellite-based data than the era5 reanalysis |
publishDate |
2024 |
url |
https://orbit.dtu.dk/en/publications/2753b1b4-b982-4c01-8591-4cba2244d277 https://doi.org/10.1038/s43247-024-01276-z https://backend.orbit.dtu.dk/ws/files/355225861/s43247-024-01276-z.pdf |
genre |
Arctic Climate change Sea ice |
genre_facet |
Arctic Climate change Sea ice |
op_source |
Tian , T , Yang , S , Høyer , J L , Nielsen-Englyst , P & Singha , S 2024 , ' Cooler Arctic surface temperatures simulated by climate models are closer to satellite-based data than the ERA5 reanalysis ' , Communications Earth and Environment , vol. 5 , no. 1 , 111 . https://doi.org/10.1038/s43247-024-01276-z |
op_relation |
https://orbit.dtu.dk/en/publications/2753b1b4-b982-4c01-8591-4cba2244d277 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.1038/s43247-024-01276-z |
container_title |
Communications Earth & Environment |
container_volume |
5 |
container_issue |
1 |
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1810292800076382208 |