Cities and regions in Britain through hierarchical percolation

Elsa Arcaute, Carlos Molinero, Erez Hatna, Roberto Murcio, Camilo Vargas-Ruiz, A. Paolo Masucci, Michael Batty

Research output: Contribution to journalArticle

Abstract

Urban systems present hierarchical structures at many different scales. These are observed as administrative regional delimitations which are the outcome of complex geographical, political and historical processes which leave almost indelible footprints on infrastructure such as the street network. In this work, we uncover a set of hierarchies in Britain at different scales using percolation theory on the street network and on its intersections which are the primary points of interaction and urban agglomeration. At the larger scales, the observed hierarchical structures can be interpreted as regional fractures of Britain, observed in various forms, from natural boundaries, such as National Parks, to regional divisions based on social class and wealth such as the well-known North– South divide. At smaller scales, cities are generated through recursive percolations on each of the emerging regional clusters. We examine the evolution of the morphology of the system as a whole, by measuring the fractal dimension of the clusters at each distance threshold in the percolation. We observe that this reaches a maximum plateau at a specific distance. The clusters defined at this distance threshold are in excellent correspondence with the boundaries of cities recovered from satellite images, and from previous methods using population density.

Original languageEnglish (US)
Article number150691
JournalRoyal Society Open Science
Volume3
Issue number4
DOIs
StatePublished - Apr 1 2016

Fingerprint

urban system
agglomeration
footprint
population density
national park
infrastructure
plateau
city
method
measuring
satellite image

Keywords

  • City boundaries
  • Fractal dimension
  • Percolation theory
  • Street networks
  • Urban hierarchies

ASJC Scopus subject areas

  • General

Cite this

Arcaute, E., Molinero, C., Hatna, E., Murcio, R., Vargas-Ruiz, C., Masucci, A. P., & Batty, M. (2016). Cities and regions in Britain through hierarchical percolation. Royal Society Open Science, 3(4), [150691]. https://doi.org/10.1098/rsos.150691

Cities and regions in Britain through hierarchical percolation. / Arcaute, Elsa; Molinero, Carlos; Hatna, Erez; Murcio, Roberto; Vargas-Ruiz, Camilo; Masucci, A. Paolo; Batty, Michael.

In: Royal Society Open Science, Vol. 3, No. 4, 150691, 01.04.2016.

Research output: Contribution to journalArticle

Arcaute, E, Molinero, C, Hatna, E, Murcio, R, Vargas-Ruiz, C, Masucci, AP & Batty, M 2016, 'Cities and regions in Britain through hierarchical percolation', Royal Society Open Science, vol. 3, no. 4, 150691. https://doi.org/10.1098/rsos.150691
Arcaute E, Molinero C, Hatna E, Murcio R, Vargas-Ruiz C, Masucci AP et al. Cities and regions in Britain through hierarchical percolation. Royal Society Open Science. 2016 Apr 1;3(4). 150691. https://doi.org/10.1098/rsos.150691
Arcaute, Elsa ; Molinero, Carlos ; Hatna, Erez ; Murcio, Roberto ; Vargas-Ruiz, Camilo ; Masucci, A. Paolo ; Batty, Michael. / Cities and regions in Britain through hierarchical percolation. In: Royal Society Open Science. 2016 ; Vol. 3, No. 4.
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