ML4WX

Post-processing & calibration

Towards implementing artificial intelligence post-processing in weather and climate: proposed actions from the Oxford 2019 workshop

Sue Ellen Haupt, William Chapman, Samantha V. Adams, Charlie Kirkwood, J. Scott Hosking, Niall H. Robinson, Sebastian Lerch, Aneesh C. Subramanian

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences · · The Alan Turing Institute, Karlsruhe Institute of Technology (KIT), Met Office, NSF NCAR / UCAR

Paper

In one sentence. Oxford workshop position on AI post-processing for weather and climate, releasing five archived ML-ready datasets with baseline notebooks to encourage trustworthy, FAIR and physically informed methods.

Labels

Topic
Post-processing & calibration, Benchmarks, datasets & evaluation
Type
Position or perspective paper
Method
Other
Domain
Global
Data
Other
Status
Research
Identifiers
arXiv:2020.0091 DOI:10.1098/rsta.2020.0091 OpenAlex:W3130099148
Added
2026-10-22

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