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ClimateBench

Watson-Parris, Duncan; Nowack, Peer ORCID iD icon 1,2
1 Institut für Theoretische Informatik (ITI), Karlsruher Institut für Technologie (KIT)
2 Institut für Meteorologie und Klimaforschung Atmosphärische Spurengase und Fernerkundung (IMKASF), Karlsruher Institut für Technologie (KIT)

Abstract:

ClimateBench is a benchmark dataset for climate model emulation inspired by WeatherBench. It consists of NorESM2 simulation outputs with asociated forcing data processed in to a consistent format from a variety of experiments performed for CMIP6. Multiple ensemble members are included where available. Data processing scripts and a baseline model example can be found here. <strong>Version history</strong> 0.1 - Initial release (not including ssp245 data held back for hackathon) 0.2 - Updated release to fix cumulative CO2 concentrations which were calculated incorrectly for future scenarios. 0.3 - Added test data and included a minor fix to hist-aer input data which had misaligned aerosol and GHG data. 0.4 - Fixed an error in the diurnal temperature range due to missing values in some NorESM2 piControl daily temperature data on ESGF. 1.0 - Release version to coincide with accepted version of manuscript. Now includes associated CMIP6 files


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Originalveröffentlichung
DOI: 10.5281/zenodo.5196512
Zugehörige Institution(en) am KIT Institut für Meteorologie und Klimaforschung Atmosphärische Spurengase und Fernerkundung (IMKASF)
Institut für Theoretische Informatik (ITI)
Publikationstyp Forschungsdaten
Publikationsdatum 13.08.2021
Identifikator KITopen-ID: 1000187220
HGF-Programm 12.11.32 (POF IV, LK 01) Advancing atmospheric and Earth system models
Weitere HGF-Programme 12.98.07 (POF IV, LK 01) KIT Climate and Environment Center
Lizenz Creative Commons Namensnennung 4.0 International
Art der Forschungsdaten Dataset
Nachgewiesen in OpenAlex
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