ML4WX

Post-processing & calibration

Local improvements in numerical forecasts of relative humidity using polynomial solutions of general differential equations

Ladislav Zjavka, Zbyněk Sokol

Quarterly Journal of the Royal Meteorological Society ·

Paper

In one sentence. A differential polynomial network corrects 24-hour numerical relative humidity forecasts using local observations, improving forecasts in most cases.

Labels

Topic
Post-processing & calibration, Local & station forecasting
Type
New model or method
Method
Other
Time scale
6 h–3 days
Domain
Local / station
Data
NWP analysis or forecasts (IFS, GFS, ...), Station / in-situ
Status
Research
Identifiers
DOI:10.1002/qj.3247 OpenAlex:W2791696131
Added
2026-10-22

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