“…Going beyond the most common interpretations of networks within GIS systems, graph theory analysis has also been implemented in order to capture new information that is usually not manageable solely using a GIS. Our approach here is similar in spirit to prior investigations where a number of topological analyses were run on GIS platforms in order to perform analyses on electricity, gas, and road networks (Carvalho et al, 2009;Bono et al, 2010;Poljanšek et al, 2010), to investigate these networks' vulnerability or resilience to attacks, failures and natural hazards. In particular, the analysis of urban streets carried out by Bono et al (2010) where the roads were converted into directed or undirected dual mode graphs (Porta et al, 2006a(Porta et al, , 2006b, allows us to convert the practical aspects of real road networks (one-way roads, road class, length, etc), into graphs which can then be used to investigate their statistical and topological properties.…”