Evaluating inundation risk is crucial for mitigating the damaging impacts of extreme weather events. Geospatial analysis combined with aerial sensing data provides a powerful framework for mapping flood-prone areas. By analyzing terrestrial features, soil types, and historical inundation patterns, researchers can create detailed maps that display t

Remote sensing and geographic information systems (GIS) provide powerful tools for effectively mapping flood risk. By collecting spatial data through satellites and aerial systems, we can observe changes in land use, topography, and water bodies that influence flood vulnerability. GIS then allows for the interpretation of this data to create detail