Deep Learning Models for Flood Detection in Nepal: Challenges and Insights
Climate-driven increases in flood frequency and intensity have made rapid and reliable flood monitoring essential for effective emergency response. Synthetic Aperture Radar (SAR) imagery from Sentinel-1 is particularly valuable for this purpose because it operates independently of cloud cover and illumination condition...