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Indirect evidence of network effects in a system of cities

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  • Juste Raimbault

Abstract

We describe a simple spatial model of urban growth for systems of cities at the macroscopic scale, which combines direct interaction between cities and an indirect effect of physical network flows as population growth drivers. The model is parametrized on population data for the French system of cities between 1831 and 1999, in which strong non-stationarity in correlation patterns suggest to apply the model on local time windows. The corresponding calibration of the model using genetic algorithms provides the evolution of interaction processes and network effects in time. Furthermore, the fit improvement when adding network module appears effective when controlling for additional parameters, what confirms the ability of the model to unveil network effects in the system of cities.

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  • Juste Raimbault, 2020. "Indirect evidence of network effects in a system of cities," Environment and Planning B, , vol. 47(1), pages 138-155, January.
    • Handle: RePEc:sae:envirb:v:47:y:2020:i:1:p:138-155
    DOI: 10.1177/2399808318774335
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    1. Denise Pumain & Lena Sanders, 2013. "Theoretical Principles in Interurban Simulation Models: A Comparison," Environment and Planning A, , vol. 45(9), pages 2243-2260, September.
    2. Mantegna,Rosario N. & Stanley,H. Eugene, 2007. "Introduction to Econophysics," Cambridge Books, Cambridge University Press, number 9780521039871, September.
    3. L. M.A. Bettencourt & J. Lobo & G. B. West, 2008. "Why are large cities faster? Universal scaling and self-similarity in urban organization and dynamics," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 63(3), pages 285-293, June.
    4. Thomas Th�venin & Robert Schwartz & Lo�c Sapet, 2013. "Mapping the Distortions in Time and Space: The French Railway Network 1830--1930," Historical Methods: A Journal of Quantitative and Interdisciplinary History, Taylor & Francis Journals, vol. 46(3), pages 134-143, September.
    5. Bigotte, João F. & Krass, Dmitry & Antunes, António P. & Berman, Oded, 2010. "Integrated modeling of urban hierarchy and transportation network planning," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(7), pages 506-522, August.
    6. Claes Andersson & Koen Frenken & Alexander Hellervik, 2006. "A Complex Network Approach to Urban Growth," Environment and Planning A, , vol. 38(10), pages 1941-1964, October.
    7. France Guérin-Pace & Denise Pumain, 1990. "150 ans de croissance urbaine," Économie et Statistique, Programme National Persée, vol. 230(1), pages 5-16.
    8. Feng Xie & David Levinson, 2009. "Modeling the Growth of Transportation Networks: A Comprehensive Review," Networks and Spatial Economics, Springer, vol. 9(3), pages 291-307, September.
    9. Xavier Gabaix, 1999. "Zipf's Law for Cities: An Explanation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 739-767.
    10. Paul Krugman, 1998. "Space: The Final Frontier," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 161-174, Spring.
    11. Caterina Marchionni, 2004. "Geographical Economics versus Economic Geography: Towards a Clarification of the Dispute," Environment and Planning A, , vol. 36(10), pages 1737-1753, October.
    12. Michael Storper & Allen J. Scott, 2009. "Rethinking human capital, creativity and urban growth," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 147-167, March.
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    1. Juste Raimbault & Eric Denis & Denise Pumain, 2020. "Empowering Urban Governance through Urban Science: Multi-Scale Dynamics of Urban Systems Worldwide," Sustainability, MDPI, vol. 12(15), pages 1-25, July.

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