A hierarchical U-Net plus expert model plus Bayesian smoothing pipeline improves flood mapping on PlanetScope imagery for the Dubai 2024 event, with reported F1 gains up to 29%.
Flash floods will increase in frequency in the gulf,
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FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models
A hierarchical U-Net plus expert model plus Bayesian smoothing pipeline improves flood mapping on PlanetScope imagery for the Dubai 2024 event, with reported F1 gains up to 29%.