Automated flood detection from Sentinel-1 GRD time series using Bayesian analysis for change point problems

Narumasa Tsutsumida, Tomohiro Tanaka, Nifat Sultana

Current Synthetic Aperture Radar (SAR)-based flood detection methods face critical limitations that hinder operational deployment. Supervised learning approaches require extensive…