My scientific interest lies in spatial predictive modeling, this being primarily applied in the framework of natural hazard. My research focused on landslide susceptibility and its transferability between different geographic contexts by testing several statistical approaches (e.g. Binary Logistic Regression, Stochastic Gradient Treeboost, Maximum Entropy). From an initial interest in rainfall-induced landslides, I have recently shifted my attention to earthquake-induced landslides. At the same time, I am also trying to investigate how effective spatial prediction can be when modeling other physical processes (aquifer vulnerability and dissolution feature occurrences) or properties (soil organic carbon).