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...

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Published in:Communications Earth & Environment
Main Authors: Tian, Tian, Yang, Shuting, Høyer, Jacob Lorentsen, Nielsen-Englyst, Pia, Singha, Suman
Format: Article in Journal/Newspaper
Language:English
Published: 2024
Subjects:
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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spelling 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
institution Open Polar
collection 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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