Master thesis “Deep Hyperresolution for Weather Forecasting”

At Osnabrück University Jonas Rebstadt sucessfully finished his studies with a master thesis titled “Deep Hyperresolution for Weather Forecasting”. The goal is to develop a system that is able to increase the precision of rain forecast without exorbitant higher computational demand. The approach presented in this thesis is trying to increase the spatial resolution of a currently productively used forecast model developed from the Deutscher Wetterdienst (DWD) by training a neural network based on higher resolved radar images as target.