This Deliverable D1.5 focusses on the PARATUS methodology how Earth observation (EO) datasets together with new Artificial Intelligence (AI) techniques offer innovative possibilities to map future exposure of people and elements to natural hazards in the future. In order to develop mitigation strategies for possible future damage events, this detailed information on the future spatial distribution of the population and further exposed elements are required.

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