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