ML4WX

Post-processing & calibration

Using a Coevolutionary Postprocessor to Improve Skill for Both Forecasts of Surface Temperature and Nowcasts of Convection Occurrence

Paul J. Roebber, John G. Crockett

Monthly Weather Review · · Colorado State University (incl. CIRA), NOAA (incl. GFDL, PSL, GSL, NCEP/EMC)

PaperPDF

In one sentence. Coevolutionary evolutionary-programming postprocessor improves 72-h surface temperature forecasts and 60-min convection nowcasts over bias-corrected NWP and logistic regression.

Labels

Topic
Post-processing & calibration, Nowcasting
Type
New model or method
Method
Other
Time scale
6 h–3 days, 0–6 h
Domain
Regional
Data
NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1175/mwr-d-19-0063.1 OpenAlex:W2970087552
Added
2026-10-22

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