Milestone M6

Milestone M6 – Numerical Model. Machine learning modelling
This document presents the achievement of Milestone No 6 (Machine Learning model for sinkholes) within Work Package 5 (WP5) of the SIRIMA project. The main focus of this achievement was the development of a functional forecasting model for sinkhole formation in post-mining areas. This milestone played an important role in establishing the direction of further research. Based on a preliminary analysis of the first sinkhole database provided for the project, this milestone allowed the project team to assess the quality and completeness of available information, identify the most relevant parameters for sinkhole characterization, and evaluate the suitability of selected analytical and machine learning approaches.

The following Deliverable haves been developed as a result of the project – Sinkhole hazard and risk management in post mining areas (SIRIMA).