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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
Globale Ziele für nachhaltige Entwicklung Ziel 13 – Maßnahmen zum Klimaschutz
KIT – Die Universität in der Helmholtz-Gemeinschaft
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