2 papers
stat.ML2020
Statistical post-processing of wind speed forecasts using convolutional neural networks
Simon Veldkamp, Kirien Whan, Sjoerd Dirksen +1
Current statistical post-processing methods for probabilistic weather forecasting are not capable of using full spatial patterns from the numerical weather prediction (NWP) model.…
stat.AP2019
Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation
Kilian Bakker, Kirien Whan, Wouter Knap +1
The increased usage of solar energy places additional importance on forecasts of solar radiation. Solar panel power production is primarily driven by the amount of solar radiation…