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Abstract. These last decades, Earth Observation brought a number of new perspectives from geosciences to human activity monitoring. As more data became available, Artificial Intelligence (AI) techniques led to very successful results for understanding remote sensing data. Moreover, various acquisition techniques such as Synthetic Aperture Radar (SAR) can also be used for problems that could not be tackled only through optical images. This is the case for weather-related disasters such as floodsdoi:10.5194/isprs-archives-xliii-b2-2020-1343-2020 fatcat:q4zlzo6wlndczhmmxj75yrfwzi