DNN-based Satellite Data Analysis for Simulations on TerraByte
TerraByte-DNN2Sim develops novel imaging algorithms and a data processing pipeline for the automated extraction of moving fronts and further geometric information from satellite data. We use this extracted data in simulations to advance the modelling of front evolution that is important in many research areas. We apply these methods to models of glacier calving fronts of the antarctic ice sheet. The data and developed software will also be made available for applications in other research fields.
The TerraByte-DNN2Sim project is a cooperation of the Alfred Wegener Institute - Helmholtz Centre for Polar and Marine Research and the German Aerospace Center. It is a part of the Helmholtz Imaging Platform.