Software Open Access
"A Bayesian framework for emergent constraints: case studies of climate sensitivity with PMIP": Python and R statistical scripts of the study
Martin Renoult; James Douglas Annan
This code can be ran to estimate climate sensitivity by using the tropical temperature of the models participating in the Paleoclimate Modelling Intercomparison Project (PMIP) and simulating either the Last Glacial Maximum or the mid-Pliocene Warm Period.
Any climate properties can replace the variables x or y, following the theory of emergent constraints.
A detailed description of each method can be found in: M. Renoult, J.D. Annan, J.C. Hargreaves, N. Sagoo, C. Flynn, M.-L. Kapsch, Q. Li, G. Lohmann, U. Mikolajewicz, R. Ohgaito, X. Shi, Q. Zhang, T. Mauritsen, In Review. A Bayesian framework for emergent constraints: case studies of climate sensitivity with PMIP. Climate of the Past.
The original repository and patch notes of the code can be found at https://git.bolin.su.se/bolin/renoult-2020
| Name | Size | |
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renoult_02_07_2020_Emergent_constraints.zip
md5:ab71f4c1a1814b6030c605ab4d586ebc |
17.7 kB | Download |
| All versions | This version | |
|---|---|---|
| Views | 127 | 27 |
| Downloads | 16 | 3 |
| Data volume | 268.7 kB | 53.1 kB |
| Unique views | 97 | 22 |
| Unique downloads | 15 | 3 |
- Publication date:
- July 2, 2020
- DOI:
-
- Keyword(s):
- Emergent constraints Climate sensitivity Bayesian statistics Paleoclimates
- Grants:
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European Commission:
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highECS - Reining in the upper bound on Earth’s Climate Sensitivities (770765)
- CONSTRAIN - Constraining uncertainty of multi decadal climate projections (820829)
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highECS - Reining in the upper bound on Earth’s Climate Sensitivities (770765)
- License (for files):
- Creative Commons Attribution 4.0 International