ML4WX

Post-processing & calibrationClassic

Localized Precipitation Forecasts from a Numerical Weather Prediction Model Using Artificial Neural Networks

Robert J. Kuligowski, Ana P. Barros

Weather and Forecasting ·

Paper

In one sentence. Early work using artificial neural networks to produce localized precipitation forecasts from NWP model output. Abstract not available; classification based on title.

Labels

Topic
Post-processing & calibration
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
6 h–3 days
Domain
Local / station
Data
NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1175/1520-0434(1998)013<1194:lpffan>2.0.co;2 OpenAlex:W2160203977
Added
2026-10-22

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