Siham Afraou holds a Master diploma in EVGR-EE; Exploration and Valorization of Geo-resources, option; water and environment (Faculty of Science and Technique of Marrakech-Cadi Ayyad University); she is a PhD student in Geo-ressources, Geosciences and Environmnt (Cadi Ayyad University). Her reaserch interest are mainly in geosciences, Environment, flood hazards susceptibility in Moroccan territories: comprehensive review and susceptibility modeling using traditional and machine learning approaches.