Cloud feedback overestimated in coupled CESM2 simulations relative to AMIP simulations and satellite observations: importance of the pattern effect and implications for climate sensitivity

Abstract The community earth system model 2 (CESM2) has a high equilibrium climate sensitivity due to a large cloud feedback. Understanding whether its cloud feedback is realistic is thus of scientific and societal importance. We show that when CESM2 is prescribed observed sea surface temperatures (SSTs) and sea ice during 2002–2022 (atmospheric model intercomparison project (AMIP) conditions), it reproduces satellite observations within uncertainty. When CESM2 is allowed to freely evolve with a coupled atmosphere-ocean during the same period, the modelled cloud feedback becomes much larger than the observations and associated uncertainty. This larger cloud feedback in the coupled simulations compared to AMIP simulations is due to the SST pattern effect, particularly the reduced east-west temperature gradient in the tropical Pacific. The cloud feedback overestimation bias largely arises from the East Pacific. Using a quantitative process-based decomposition, we found that the thick low cloud amount decreases much more in the model than observations thereby reflecting less sunlight and hence warming the planet. These cloud changes are tied to coupled atmosphere-ocean processes such as excessive surface warming in the East Pacific, an enhanced weakening of the Walker circulation, and reduced lower tropospheric stability in the East Pacific relative to observations. Finally, the present-day coupled simulations show several similarities to the future equilibrium warming simulation’s SST pattern and cloud feedback. Should such a warming pattern indeed manifest at equilibrium, our results suggest that the model’s high climate sensitivity may be realized.

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Publication Details

Journal
Environmental Research Letters
Published
2026-04-15
DOI
https://doi.org/10.1088/1748-9326/ae5fab
Primary Topic
Climate variability and models
Type
article
Field-Weighted Citation Impact
0.00

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article

Cloud feedback overestimated in coupled CESM2 simulations relative to AMIP simulations and satellite observations: importance of the pattern effect and implications for climate sensitivity

Shiv Priyam Raghuraman, Brian Medeiros
Environmental Research Letters
Climate variability and models
article

Cloud feedback overestimated in coupled CESM2 simulations relative to AMIP simulations and satellite observations: importance of the pattern effect and implications for climate sensitivity

Shiv Priyam Raghuraman, Brian Medeiros
article en

Abstract

Abstract The community earth system model 2 (CESM2) has a high equilibrium climate sensitivity due to a large cloud feedback. Understanding whether its cloud feedback is realistic is thus of scientific and societal importance. We show that when CESM2 is prescribed observed sea surface temperatures (SSTs) and sea ice during 2002–2022 (atmospheric model intercomparison project (AMIP) conditions), it reproduces satellite observations within uncertainty. When CESM2 is allowed to freely evolve with a coupled atmosphere-ocean during the same period, the modelled cloud feedback becomes much larger than the observations and associated uncertainty. This larger cloud feedback in the coupled simulations compared to AMIP simulations is due to the SST pattern effect, particularly the reduced east-west temperature gradient in the tropical Pacific. The cloud feedback overestimation bias largely arises from the East Pacific. Using a quantitative process-based decomposition, we found that the thick low cloud amount decreases much more in the model than observations thereby reflecting less sunlight and hence warming the planet. These cloud changes are tied to coupled atmosphere-ocean processes such as excessive surface warming in the East Pacific, an enhanced weakening of the Walker circulation, and reduced lower tropospheric stability in the East Pacific relative to observations. Finally, the present-day coupled simulations show several similarities to the future equilibrium warming simulation’s SST pattern and cloud feedback. Should such a warming pattern indeed manifest at equilibrium, our results suggest that the model’s high climate sensitivity may be realized.

Environmental Research LettersVol. 21(8)
National Science Foundation, Biological and Environmental Research
Climate action, Life below water
Openalex Percentile: Top 17%
Climate variability and models
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