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Transport link scanner: simulating geographic transport network expansion through individual investments

Author

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  • C. Jacobs-Crisioni

    (European Commission, Joint Research Centre)

  • C. C. Koopmans

    (VU University Amsterdam)

Abstract

This paper introduces a GIS-based model that simulates the geographic expansion of transport networks by several decision-makers with varying objectives. The model progressively adds extensions to a growing network by choosing the most attractive investments from a limited choice set. Attractiveness is defined as a function of variables in which revenue and broader societal benefits may play a role and can be based on empirically underpinned parameters that may differ according to private or public interests. The choice set is selected from an exhaustive set of links and presumably contains those investment options that best meet private operator’s objectives by balancing the revenues of additional fare against construction costs. The investment options consist of geographically plausible routes with potential detours. These routes are generated using a fine-meshed regularly latticed network and shortest path finding methods. Additionally, two indicators of the geographic accuracy of the simulated networks are introduced. A historical case study is presented to demonstrate the model’s first results. These results show that the modelled networks reproduce relevant results of the historically built network with reasonable accuracy.

Suggested Citation

  • C. Jacobs-Crisioni & C. C. Koopmans, 2016. "Transport link scanner: simulating geographic transport network expansion through individual investments," Journal of Geographical Systems, Springer, vol. 18(3), pages 265-301, July.
  • Handle: RePEc:kap:jgeosy:v:18:y:2016:i:3:d:10.1007_s10109-016-0233-y
    DOI: 10.1007/s10109-016-0233-y
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    1. Nicholas Economides, 1997. "The Economics of Networks," Brazilian Electronic Journal of Economics, Department of Economics, Universidade Federal de Pernambuco, vol. 1(0), December.
    2. Maria Scaparra & Richard Church & F. Medrano, 2014. "Corridor location: the multi-gateway shortest path model," Journal of Geographical Systems, Springer, vol. 16(3), pages 287-309, July.
    3. 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.
    4. David Levinson & Feng Xie & Norah Oca, 2012. "Forecasting and Evaluating Network Growth," Networks and Spatial Economics, Springer, vol. 12(2), pages 239-262, June.
    5. Venkatesh Bala & Sanjeev Goyal, 2000. "A Noncooperative Model of Network Formation," Econometrica, Econometric Society, vol. 68(5), pages 1181-1230, September.
    6. David Levinson & Ramachandra Karamalaputi, 2003. "Induced Supply: A Model of Highway Network Expansion at the Microscopic Level," Journal of Transport Economics and Policy, University of Bath, vol. 37(3), pages 297-318, September.
    7. Levinson, David & Xie, Feng, 2011. "Does First Last? The Existence and Extent of First Mover Advantages on Spatial Networks," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 4(2), pages 47-69.
    8. Feng Xie & David Levinson, 2009. "Jurisdictional Control and Network Growth," Networks and Spatial Economics, Springer, vol. 9(3), pages 459-483, September.
    9. Feng Xie & David M. Levinson, 2011. "First Mover Advantages," Transportation Research, Economics and Policy, in: Evolving Transportation Networks, chapter 0, pages 71-83, Springer.
    10. Roberto Patuelli & Giuseppe Arbia, 2013. "Editorial: Advances in the statistical modelling of spatial interaction data," Journal of Geographical Systems, Springer, vol. 15(3), pages 229-231, July.
    11. Piet Rietveld & Frank Bruinsma, 1998. "Is Transport Infrastructure Effective?," Advances in Spatial Science, Springer, number 978-3-642-72232-5, Fall.
    12. de Rigo, Daniele & Corti, Paolo & Caudullo, Giovanni & McInerney, Daniel & Di Leo, Margherita & San-Miguel-Ayanz, Jesús, 2013. "Toward open science at the European scale: geospatial semantic array programming for integrated environmental modelling," MPRA Paper 44194, University Library of Munich, Germany.
    13. Koopmans, Carl & Rietveld, Piet & Huijg, Aart, 2012. "An accessibility approach to railways and municipal population growth, 1840–1930," Journal of Transport Geography, Elsevier, vol. 25(C), pages 98-104.
    14. Shlomo Bekhor & Moshe Ben-Akiva & M. Ramming, 2006. "Evaluation of choice set generation algorithms for route choice models," Annals of Operations Research, Springer, vol. 144(1), pages 235-247, April.
    15. Guevara, C. Angelo & Ben-Akiva, Moshe E., 2013. "Sampling of alternatives in Multivariate Extreme Value (MEV) models," Transportation Research Part B: Methodological, Elsevier, vol. 48(C), pages 31-52.
    16. Maarten Hilferink & Piet Rietveld, 1999. "LAND USE SCANNER: An integrated GIS based model for long term projections of land use in urban and rural areas," Journal of Geographical Systems, Springer, vol. 1(2), pages 155-177, July.
    17. Harley, C. Knick, 1982. "Oligopoly Agreement and the Timing of American Railroad Construction," The Journal of Economic History, Cambridge University Press, vol. 42(4), pages 797-823, December.
    18. M F Goodchild, 1977. "An Evaluation of Lattice Solutions to the Problem of Corridor Location," Environment and Planning A, , vol. 9(7), pages 727-738, July.
    19. Feng Xie & David M. Levinson, 2011. "Evolving Transportation Networks," Transportation Research, Economics and Policy, Springer, number 978-1-4419-9804-0, June.
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    Citations

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    Cited by:

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    2. Chris Jacobs-Crisioni & Lewis Dijkstra & Andrius Kučas, 2024. "Does Density Foster Shorter Public Transport Networks? A Network Expansion Simulation Approach," Land, MDPI, vol. 13(1), pages 1-19, January.
    3. Raimbault, Juste & Le Néchet, Florent, 2021. "Introducing endogenous transport provision in a LUTI model to explore polycentric governance systems," Journal of Transport Geography, Elsevier, vol. 94(C).
    4. Jacobs-Crisioni, Chris & Koomen, Eric, 2017. "Population growth, accessibility spillovers and persistent borders: Historical growth in West-European municipalities," Journal of Transport Geography, Elsevier, vol. 62(C), pages 80-91.

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    More about this item

    Keywords

    Transportation; Network growth; Agent-based modelling;
    All these keywords.

    JEL classification:

    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • L92 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Railroads and Other Surface Transportation
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R42 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government and Private Investment Analysis; Road Maintenance; Transportation Planning

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