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Satellite images reveals mangroves rebounding worldwide — but here's why they could still 'drown'
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Urban Flood Observations: A hand-labeled training and validation dataset of post-flood inundation
arXiv:2604.23066v2 Announce Type: replace Abstract: Urban flooding affects lives and infrastructure worldwide. Mapping inundation in complex urban environments from satellite imagery remains challenging due to limited spatial resolution, infrequent acquisitions, and cloud cover. We present Urban Flood Observations (UFO), a global, hand-labeled dataset of post-flood inundation in diverse urban settings.