MAPPING COASTAL TYPOLOGY USING PUBLICLY AVAILABLE EARTH OBSERVATION DATA AND DEEP NEURAL NETWORKS

Abstract

Given the urgent need for a high-resolution geomorphological characterization of the coast, we developed an innovative method to classify large amounts of thumbnail images, extracted from publicly available Earth Observation data, into an erosion-dedicated coastal typology. The dataset is an valuable asset for coastal managers who aim for sustainable use of the coastal zone.