ML4WX

Local & station forecasting

Artificial neural network and data mining approaches for short-range wind speed forecasts

Petrina Papazek

Preprint ·

Paper

In one sentence. Ensemble data-mining framework of ANNs, random forests and SVMs forecasts 10 m wind speed for Austria from 1 to 48 hours using station observations.

Labels

Topic
Local & station forecasting
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
0–6 h, 6 h–3 days
Domain
Local / station
Data
Station / in-situ
Status
Research
Identifiers
OpenAlex:W3214373124
Added
2026-10-22

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