Flood risk modeling for Kisumu County, Kenya: integrating multi-source geospatial data and machine learning
Flooding poses an escalating threat to Kisumu County, Kenya, driven by climate change and rapid urbanization. This study develops an integrated framework combining remote sensing, GIS, and machine learning for flood risk mapping and forecasting using multi‐source geospatial data (Sentinel‐1 SAR, Landsat 8, S...