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