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