AI RESEARCH
High Resolution Flood Extent Detection Using Deep Learning with Random Forest Derived Training Labels
arXiv CS.AI
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ArXi:2603.22518v1 Announce Type: cross Validation of flood models, used to risk mitigation strategies, remains challenging due to limited observations during extreme events. High-frequency, high-resolution optical imagery (~3m), such as PlanetScope, offers new opportunities for flood mapping, although applications remain limited by cloud cover and the lack of labeled