This dataset contains ground reference crop type labels and multispectral and synthetic aperture radar (SAR) imagery from multiple satellites in an area located in Brandenburg, Germany and Western Cape, South Africa. There are crop types labels this dataset from years 2017 or 2018 and 2019, depending on the location.