Convolutional autoencoders for spatially-informed ensemble post-processing

Sebastian Lerch, Kai L. Polsterer

Ensemble weather predictions typically show systematic errors that have to be corrected via post-processing. Even state-of-the-art post-processing methods based on neural networks…