The network analysis of urban streets: A dual approach

被引:471
作者
Porta, Sergio
Crucitti, Paolo
Latora, Vito [1 ]
机构
[1] Politecn Milan, Dipartimento Progettaz Architettura, I-20133 Milan, Italy
[2] Scuola Super Catania, I-95123 Catania, Italy
[3] Catania Univ, Dipartimento Fis & Astron, I-95123 Catania, Italy
[4] Ist Nazl Fis Nucl, Sez Catania, I-95123 Catania, Italy
关键词
structure of complex networks; scale-free networks;
D O I
10.1016/j.physa.2005.12.063
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The application of the network approach to the urban case poses several questions in terms of how to deal with metric distances, what kind of graph representation to use, what kind of measures to investigate, how to deepen the correlation between measures of the structure of the network and measures of the dynamics on the network, what are the possible contributions from the GIS community. In this paper, the author considers six cases of urban street networks characterized by different patterns and historical roots. The authors propose a representation of the street networks based firstly on a primal graph, where intersections are turned into nodes and streets into edges. In a second step, a dual graph, where streets are nodes and intersections are edges, is constructed by means of a generalization model named Intersection Continuity Negotiation, which allows to acknowledge the continuity of streets over a plurality of edges. Finally, the authors address a comparative study of some structural properties of the dual graphs, seeking significant similarities among clusters of cases. A wide set of network analysis techniques are implemented over the dual graph: in particular the authors show that the absence of any clue of assortativity differentiates urban street networks from other non-geographic systems and that most of the considered networks have a broad degree distribution typical of scale-free networks and exhibit small-world properties as well. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:853 / 866
页数:14
相关论文
共 28 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]  
[Anonymous], 2003, P 4 INT SPAC SYNT S
[3]  
BATTY M, 2004, 75 U COLL CTR ADV SP
[4]  
CRUCITTI P, PHYSICS0504163
[5]  
CSANYI G, CONDMAT0406070
[6]  
Dalton N. S., 2003, P 4 INT SPAC SYNT S
[7]   The secret is to follow your nose - Route path selection and angularity [J].
Dalton, RC .
ENVIRONMENT AND BEHAVIOR, 2003, 35 (01) :107-131
[8]  
Dorogovtesev S.N., 2003, EVOLUTION NETWORKS
[9]  
Erdos P., 1959, PUBL MATH-DEBRECEN, V6, P290, DOI [10.5486/PMD.1959.6.3-4.12, DOI 10.5486/PMD.1959.6.3-4.12]
[10]  
Hillier B., 1984, The social logic of space, DOI DOI 10.1017/CBO9780511597237