Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback
Abstract Tropical marine low cloud feedback is key to the uncertainty in climate sensitivity, and it depends on the warming pattern of sea surface temperatures (SSTs). Here, we empirically constrain this feedback in two major low cloud regions, the tropical Pacific and Atlantic, using interannual va...
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Nature Portfolio
2025-01-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-024-53985-w |
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| author | Mengxi Wu Hui Su J. David Neelin |
| author_facet | Mengxi Wu Hui Su J. David Neelin |
| author_sort | Mengxi Wu |
| collection | DOAJ |
| description | Abstract Tropical marine low cloud feedback is key to the uncertainty in climate sensitivity, and it depends on the warming pattern of sea surface temperatures (SSTs). Here, we empirically constrain this feedback in two major low cloud regions, the tropical Pacific and Atlantic, using interannual variability. Low cloud sensitivities to local SST and to remote SST, represented by lower-troposphere temperature, are poorly captured in many models of the latest global climate model ensemble, especially in the less-studied tropical Atlantic. The Atlantic favors large positive cloud feedback that appears difficult to reconcile with the Pacific—we apply a Pareto optimization approach to elucidate trade-offs between the conflicting observational constraints. Examining ~200,000 possible combinations of model subensembles, this multi-objective observational constraint narrows the cloud feedback uncertainty among climate models, nearly eliminates the possibility of a negative tropical shortwave cloud feedback in CO2-induced warming, and suggests a 71% increase in the tropical shortwave cloud feedback. |
| format | Article |
| id | doaj-art-a1b5133e6d174a94a74e3976a823f9f0 |
| institution | DOAJ |
| issn | 2041-1723 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Nature Communications |
| spelling | doaj-art-a1b5133e6d174a94a74e3976a823f9f02025-08-20T03:03:50ZengNature PortfolioNature Communications2041-17232025-01-0116111110.1038/s41467-024-53985-wMulti-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedbackMengxi Wu0Hui Su1J. David Neelin2Department of Civil and Environmental Engineering, Hong Kong University of Science and TechnologyDepartment of Civil and Environmental Engineering, Hong Kong University of Science and TechnologyDepartment of Atmospheric and Oceanic Sciences, University of CaliforniaAbstract Tropical marine low cloud feedback is key to the uncertainty in climate sensitivity, and it depends on the warming pattern of sea surface temperatures (SSTs). Here, we empirically constrain this feedback in two major low cloud regions, the tropical Pacific and Atlantic, using interannual variability. Low cloud sensitivities to local SST and to remote SST, represented by lower-troposphere temperature, are poorly captured in many models of the latest global climate model ensemble, especially in the less-studied tropical Atlantic. The Atlantic favors large positive cloud feedback that appears difficult to reconcile with the Pacific—we apply a Pareto optimization approach to elucidate trade-offs between the conflicting observational constraints. Examining ~200,000 possible combinations of model subensembles, this multi-objective observational constraint narrows the cloud feedback uncertainty among climate models, nearly eliminates the possibility of a negative tropical shortwave cloud feedback in CO2-induced warming, and suggests a 71% increase in the tropical shortwave cloud feedback.https://doi.org/10.1038/s41467-024-53985-w |
| spellingShingle | Mengxi Wu Hui Su J. David Neelin Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback Nature Communications |
| title | Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback |
| title_full | Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback |
| title_fullStr | Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback |
| title_full_unstemmed | Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback |
| title_short | Multi-objective observational constraint of tropical Atlantic and Pacific low-cloud variability narrows uncertainty in cloud feedback |
| title_sort | multi objective observational constraint of tropical atlantic and pacific low cloud variability narrows uncertainty in cloud feedback |
| url | https://doi.org/10.1038/s41467-024-53985-w |
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