The data that support the findings of this study were derived from the following resources available in the public domain: [[scihub.copernicus.eu/ and
earthexplorer.usgs.gov] . This study integrated the geographic information system, SAR data, and two deep learning techniques; namely, the convolutional neural network (CNN) and Group Method of Data Handling (GMDH) network model techniques, to generate a flood susceptibility map (FSM).