This document describes the process and the results of the analysis of a sample of European A and B severity runway incursions incidents that occurred in EUROCONTROL member states in the period 2013 - 2015. The analysis was carried by means of the Safety Functions Maps barrier model. The purpose of this report is to support the review of the European Action Plan for the Prevention of Runway Incursions.