1.1 Abstract

The Landslide Susceptibility Assessment Tools – Project Manager Suite (LSAT PM) provides a framework for conducting landslide susceptibility analyses on regional scales based on heuristic and statistical approaches and machine learning algorithms. However, the application is not limited to this issue and applies to any supervised binary classification analysis with spatial data. The current version of LSAT PM incorporates algorithms for heuristic Analytical Hierarchy Process (AHP), bivariate statistical analysis with Weights of Evidence (WoE), and multivariate statistical analysis/ machine learning with Logistic regression (LR) and artificial neural networks (ANN).