High-resolution multispectral remote sensing data from satellite-borne optical sensors have already been used for the classification of sediments, macrophytes, and mussels in the German Wadden Sea. Since the use of those sensors in northern latitudes is strongly limited by clouds and haze, we included synthetic aperture radar (SAR) data, allowing earth observation that is independent of cloud c...