Large scale cross-regional remote sensing flood monitoring framework for operative mapping and impact analysis

Ilya Novikov, Svetlana Illarionova, Ruslan Dzharkinov +6

The paper proposes an end‑to‑end multimodal deep‑learning framework that combines SAR, multispectral and elevation data to detect flood water surfaces and assess damage across larg…