2 papers
cs.CV2026
Urban Flood Observations: A hand-labeled training and validation dataset of post-flood inundation
Rohit Mukherjee, Hannah K. Friedrich, Beth Tellman +5
Urban flooding affects lives and infrastructure worldwide. Mapping inundation in complex urban environments from satellite imagery remains challenging due to limited spatial resolu…
cs.CV2023
Inferring the past: a combined CNN-LSTM deep learning framework to fuse satellites for historical inundation mapping
Jonathan Giezendanner, Rohit Mukherjee, Matthew Purri +4
Mapping floods using satellite data is crucial for managing and mitigating flood risks. Satellite imagery enables rapid and accurate analysis of large areas, providing critical inf…