Structural properties of planar graphs of urban street patterns

Alessio Cardillo, Salvatore Scellato, Vito Latora, and Sergio Porta
Phys. Rev. E 73, 066107 – Published 7 June 2006

Abstract

Recent theoretical and empirical studies have focused on the structural properties of complex relational networks in social, biological, and technological systems. Here we study the basic properties of twenty 1-square-mile samples of street patterns of different world cities. Samples are turned into spatial valued graphs. In such graphs, the nodes are embedded in the two-dimensional plane and represent street intersections, the edges represent streets, and the edge values are equal to the street lengths. We evaluate the local properties of the graphs by measuring the meshedness coefficient and counting short cycles (of three, four, and five edges), and the global properties by measuring global efficiency and cost. We also consider, as extreme cases, minimal spanning trees (MST) and greedy triangulations (GT) induced by the same spatial distribution of nodes. The measures found in the real and the artificial networks are then compared. Surprisingly, cities of the same class, e.g., grid-iron or medieval, exhibit roughly similar properties. The correlation between a priori known classes and statistical properties is illustrated in a plot of relative efficiency vs cost.

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  • Received 9 November 2005

DOI:https://doi.org/10.1103/PhysRevE.73.066107

©2006 American Physical Society

Authors & Affiliations

Alessio Cardillo1, Salvatore Scellato2, Vito Latora1, and Sergio Porta3

  • 1Dipartimento di Fisica e Astronomia, Università di Catania, and INFN Sezione di Catania,Via S. Sofia 64, 95123 Catania, Italy
  • 2Scuola Superiore di Catania,Via S. Paolo 73, 95123 Catania, Italy
  • 3Dipartimento di Progettazione dell’Architettura, Politecnico di Milano, Via Durando 10, 20168 Milano, Italy

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Issue

Vol. 73, Iss. 6 — June 2006

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