A Simple Emulator That Enables Interpretation of Parameter‐Output Relationships, Applied to Two Climate Model PPEs
Abstract We present a new additive method, referred to as sage for Simplified Additive Gaussian processes Emulator, for emulating climate model Perturbed Parameter Ensembles (PPEs). sage estimates the value of a climate model output as the sum of additive terms. Each additive term is the mean of a G...
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| Hoofdauteurs: | , , , |
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| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
American Geophysical Union (AGU)
2025-05-01
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| Reeks: | Journal of Advances in Modeling Earth Systems |
| Onderwerpen: | |
| Online toegang: | https://doi.org/10.1029/2024MS004766 |
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