Evaluating flood risk is crucial for mitigating the damaging impacts of intense weather events. Geospatial analysis combined with remote sensing data provides a powerful framework for identifying flood-prone areas. By analyzing topographic features, soil types, and historical flooding patterns, researchers can create detailed maps that visualize th

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