Selecting a climate model subset to optimise key ensemble properties

End users studying impacts and risks caused by human-induced climate change are often presented with large multi-model ensembles of climate projections whose composition and size are arbitrarily determined. An efficient and versatile method that finds a subset which maintains certain key properties from the full ensemble is needed, but very little work has been done in this area. Therefore, users typically make their own somewhat subjective subset choices and commonly use the equally weighted model mean as a best estimate. However, different climate model simulations cannot necessarily be regarded as independent estimates due to the presence of duplicated code and shared development history.

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Copyright 2018 Author(s). This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.


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Author Herger, Nadja
Abramowitz, Gab
Knutti, Reto
Angélil, Oliver
Lehmann, Karsten
Sanderson, Benjamin M.
Publisher UCAR/NCAR - Library
Publication Date 2018-02-21T00:00:00
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Topic Category geoscientificInformation
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Metadata Date 2023-08-18T19:16:42.042564
Metadata Record Identifier edu.ucar.opensky::articles:21483
Metadata Language eng; USA
Suggested Citation Herger, Nadja, Abramowitz, Gab, Knutti, Reto, Angélil, Oliver, Lehmann, Karsten, Sanderson, Benjamin M.. (2018). Selecting a climate model subset to optimise key ensemble properties. UCAR/NCAR - Library. http://n2t.net/ark:/85065/d74b340m. Accessed 30 June 2025.

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