Extreme weather conditions such as heavy precipitation, very long dry spells, heat waves, and frost may cause significant socio-economic losses. It is crucial to identify the affected areas and the intensity of these conditions over large regions. We support decision making processes with the highly accurate estimates acquired utilizing remote sensing observations and/or models.