Multiplex networks in metropolitan areas: generic features and local effects

Emanuele Strano, Saray Shai, Simon Andrew Dobson, Marc Barthélemy

Research output: Contribution to journalArticlepeer-review

69 Citations (Scopus)

Abstract

Most large cities are spanned by more than one transportation system. These different modes of transport have usually been studied separately: it is however important to understand the impact on urban systems of the coupling between them and we report in this paper an empirical analysis of the coupling between the street network and the subway for the two large metropolitan areas of London and New York. We observe a similar behaviour for network quantities related to quickest paths suggesting the existence of generic mechanisms operating beyond the local peculiarities of the specific cities studied. An analysis of the betweenness centrality distribution shows that the introduction of underground networks operate as a decentralising force creating congestions in places located at the end of underground lines. Also, we find that increasing the speed of subways is not always beneficial and may lead to unwanted uneven spatial distributions of accessibility. In fact, for London – but not for New York – there is an optimal subway speed in terms of global congestion. These results show that it is crucial to consider the full, multimodal, multi-layer network aspects of transportation systems in order to understand the behaviour of cities and to avoid possible negative side-effects of urban planning decisions.
Original languageEnglish
Number of pages9
JournalJournal of the Royal Society Interface
Volume12
Issue number111
Early online date23 Sept 2015
DOIs
Publication statusPublished - Oct 2015

Keywords

  • Complex networks
  • Urban networks
  • Transportation
  • Spatial networks

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