The project is related to a collaboration between the University of Naples Parthenope and the National Institute of Geophysics and Volcanology (INGV) for the understanding of natural hazards deriving from the study of geophysical data, such as those related to the Phlegraean fields in the Naples area, by means of Artificial Intelligence-based techniques. The aim is to study, develop and apply Artificial Intelligence methodologies, such as Deep Learning and Neuro-Symbolic techniques, to multimodal geophysical data (e.g., localized GPS and seismic signals for the study of ground deformation) for environmental risk assessment with a focus on context awareness and eXplainable Artificial Intelligence.