Statistical post-processing of wind speed forecasts using convolutional neural networks

no code implementations • 8 Jul 2020 • Simon Veldkamp, Kirien Whan, Sjoerd Dirksen, Maurice Schmeits

Current statistical post-processing methods for probabilistic weather forecasting are not capable of using full spatial patterns from the numerical weather prediction (NWP) model.

Density Estimation Weather Forecasting