The structure of interurban traffic:: A weighted network analysis

被引:181
作者
De Montis, Andrea
Barthélemy, Marc
Chessa, Alessandro
Vespignani, Alessandro
机构
[1] Univ Sassari, Dipartimento Ingn Territorio, Sez Construz & Infrastrutture, I-07100 Sassari, Italy
[2] Indiana Univ, Sch Informat, Ctr Biocomplex, Bloomington, IN USA
[3] Indiana Univ, Dept Phys, Bloomington, IN 47405 USA
[4] CEA, DIF, Dept Phys Theor & Appl, F-91680 Bruyeres Le Chatel, France
[5] Univ Cagliari, Dipartimento Fis, I-09042 Monserrato, Italy
关键词
D O I
10.1068/b32128
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We study the structure of the network representing the interurban commuting traffic of the Sardinia region, Italy, which amounts to 375 municipalities and 1600 000 inhabitants. We use a weighted network representation in which vertices correspond to towns and the edges correspond to the actual commuting flows among those towns. We characterize quantitatively both the topological and weighted properties of the resulting network. Interestingly, the statistical properties of the commuting traffic exhibit complex features and nontrivial relations with the underlying topology. We characterize quantitatively the traffic backbone among large cities and we give evidence for a very high heterogeneity of the commuter flows around large cities. We also discuss the interplay between the topological and dynamical properties of the network as well as their relation with sociodemographic variables such as population and monthly income. This analysis may be useful at various stages in environmental planning and provides analytical tools for a wide spectrum of applications ranging from impact evaluation to decision making and planning support.
引用
收藏
页码:905 / 924
页数:20
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