ML4WX

Post-processing & calibration

Post-processing of Ensemble Forecasts of Various Weather and Hydrological Quantities Using Statistical and Machine Learning Methods

El Ayari Mehrez

University of Debrecen Electronic Archive (University of Debrecen) ·

Paper

In one sentence. Thesis develops probabilistic post-processing of ensemble forecasts for water level, solar irradiance and total cloud cover using statistical and machine learning methods.

Labels

Topic
Post-processing & calibration
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
6 h–3 days
Domain
Regional
Data
NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
OpenAlex:W7197936449
Added
2026-10-22

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