IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0203516.html

Calibration of a density-based model of urban morphogenesis

Author

Listed:
  • Juste Raimbault

Abstract

We study a stochastic model of urban growth generating spatial distributions of population densities at an intermediate mesoscopic scale. The model is based on the antagonist interplay between the two opposite abstract processes of aggregation (preferential attachment) and diffusion (urban sprawl). Introducing indicators to quantify urban form, the model is first statistically validated and intensively explored to understand its complex behavior across the parameter space. We then compute real morphological indicators on local areas of size 50km covering all European Union, and show that the model can reproduce most of these existing urban morphologies. It implies that the morphological dimension of urban growth processes at this scale are sufficiently captured by the two abstract processes of aggregation and diffusion.

Suggested Citation

  • Juste Raimbault, 2018. "Calibration of a density-based model of urban morphogenesis," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-18, September.
    • Handle: RePEc:plo:pone00:0203516
    DOI: 10.1371/journal.pone.0203516
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0203516
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0203516&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0203516?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Minjin Lee & Hugo Barbosa & Hyejin Youn & Petter Holme & Gourab Ghoshal, 2017. "Morphology of travel routes and the organization of cities," Nature Communications, Nature, vol. 8(1), pages 1-10, December.
    2. Guillaume Chérel & Clémentine Cottineau & Romain Reuillon, 2015. "Beyond Corroboration: Strengthening Model Validation by Looking for Unexpected Patterns," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-28, September.
    3. Filipe Batista e Silva & Javier Gallego & Carlo Lavalle, 2013. "A high-resolution population grid map for Europe," Journal of Maps, Taylor & Francis Journals, vol. 9(1), pages 16-28, March.
    4. Fujita,Masahisa & Thisse,Jacques-François, 2013. "Economics of Agglomeration," Cambridge Books, Cambridge University Press, number 9781107001411.
    5. Paul Krugman, 1992. "A Dynamic Spatial Model," NBER Working Papers 4219, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Janka Lengyel & Stéphane Roux & François Sémécurbe & Stéphane Jaffard & Patrice Abry, 2023. "Roughness and intermittency within metropolitan regions - Application in three French conurbations," Environment and Planning B, , vol. 50(3), pages 600-620, March.
    2. 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).
    3. 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.
    4. Juste Raimbault, 2019. "Second-order control of complex systems with correlated synthetic data," Post-Print halshs-02376968, HAL.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Éléonore Boiscuvier, 2001. "Innovation, intégration et développement régional," L'Actualité Economique, Société Canadienne de Science Economique, vol. 77(2), pages 255-280.
    2. Martinho, Vítor João Pereira Domingues, 2011. "A non linear model of the new economic geography for Portugal. Another perspective," MPRA Paper 33511, University Library of Munich, Germany.
    3. Andrzej Cieślik & Bartłomiej Rokicki, 2016. "European Integration and Spatial Wage Structure in Poland," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(4), pages 435-453, September.
    4. Mion, Giordano, 2004. "Spatial externalities and empirical analysis: the case of Italy," Journal of Urban Economics, Elsevier, vol. 56(1), pages 97-118, July.
    5. Ottaviano, Gianmarco I. P., 2001. "Monopolistic competition, trade, and endogenous spatial fluctuations," Regional Science and Urban Economics, Elsevier, vol. 31(1), pages 51-77, February.
    6. H. Hanson, Gordon, 2005. "Market potential, increasing returns and geographic concentration," Journal of International Economics, Elsevier, vol. 67(1), pages 1-24, September.
    7. Yannis M. Ioannides & Henry G. Overman, 2004. "Spatial evolution of the US urban system," Journal of Economic Geography, Oxford University Press, vol. 4(2), pages 131-156, April.
    8. Junius, Karsten, 1996. "Economic development and industrial concentration: An inverted U-curve," Kiel Working Papers 770, Kiel Institute for the World Economy.
    9. Juste Raimbault, 2019. "An Urban Morphogenesis Model Capturing Interactions Between Networks and Territories," Post-Print halshs-02080541, HAL.
    10. Martinho, Vítor João Pereira Domingues, 2011. "The importance of increasing returns to scale in the process of agglomeration in Portugal: A non linear empirical analysis," MPRA Paper 32204, University Library of Munich, Germany.
    11. Mion, Giordano, 2004. "Spatial externalities and empirical analysis: the case of Italy," Journal of Urban Economics, Elsevier, vol. 56(1), pages 97-118, July.
    12. Andrzej Cieślik & Bartłomiej Rokicki, 2013. "Regional wage determinants in Poland: the empirical verification of the NEG approach," Bank i Kredyt, Narodowy Bank Polski, vol. 44(2), pages 159-174.
    13. Gabor Hunya & Mark S. Knell & Roman Römisch & Hermine Vidovic, 2003. "wiiw Structural Report 2003 on Central and Eastern Europe, Volume 2," wiiw Structural Report 2, The Vienna Institute for International Economic Studies, wiiw.
    14. Yang, Yong, 2012. "Agglomeration density and tourism development in China: An empirical research based on dynamic panel data model," Tourism Management, Elsevier, vol. 33(6), pages 1347-1359.
    15. Paulo B. Brito, 2022. "The dynamics of growth and distribution in a spatially heterogeneous world," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 311-350, September.
    16. Koji Nishikimi & Ikuo Kuroiwa, 2011. "Analytical Framework for East Asian Integration (2): Evolution of Industrial Location and Regional Disparity," Chapters, in: Masahisa Fujita & Ikuo Kuroiwa & Satoru Kumagai (ed.), The Economics of East Asian Integration, chapter 3, Edward Elgar Publishing.
    17. Lara Agostini & Federico Caviggioli & Francesco Galati & Barbara Bigliardi, 2020. "A social perspective of knowledge-based innovation: mobility and agglomeration. Introduction to the special section," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1309-1323, October.
    18. Han, Feng & Ke, Shanzi, 2016. "The effects of factor proximity and market potential on urban manufacturing output," China Economic Review, Elsevier, vol. 39(C), pages 31-45.
    19. GUILLAIN, Rachel & HURIOT, Jean-Marie, 1999. "How information shapes cities: theory and facts," LATEC - Document de travail - Economie (1991-2003) 1999-05, LATEC, Laboratoire d'Analyse et des Techniques EConomiques, CNRS UMR 5118, Université de Bourgogne.
    20. Ademir Rocha & Fernando Perobelli, 2020. "Spatial distribution of logistics services in Brazil: A potential market analysis," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(1), pages 185-217, February.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0203516. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.