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A gridded dataset on densities, real estate prices, transport, and land use inside 192 worldwide urban areas

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  • Quentin Lepetit

    (CIRED - Centre International de Recherche sur l'Environnement et le Développement - Cirad - Centre de Coopération Internationale en Recherche Agronomique pour le Développement - EHESS - École des hautes études en sciences sociales - AgroParisTech - ENPC - École des Ponts ParisTech - Université Paris-Saclay - CNRS - Centre National de la Recherche Scientifique)

  • Vincent Viguié

    (CIRED - Centre International de Recherche sur l'Environnement et le Développement - Cirad - Centre de Coopération Internationale en Recherche Agronomique pour le Développement - EHESS - École des hautes études en sciences sociales - AgroParisTech - ENPC - École des Ponts ParisTech - Université Paris-Saclay - CNRS - Centre National de la Recherche Scientifique)

  • Charlotte Liotta

    (CIRED - Centre International de Recherche sur l'Environnement et le Développement - Cirad - Centre de Coopération Internationale en Recherche Agronomique pour le Développement - EHESS - École des hautes études en sciences sociales - AgroParisTech - ENPC - École des Ponts ParisTech - Université Paris-Saclay - CNRS - Centre National de la Recherche Scientifique, TU - Technical University of Berlin / Technische Universität Berlin)

Abstract

This work presents a gridded dataset on real estate and transportation in 192 worldwide urban areas, obtained from the Google Maps API and the web scraping of real estate websites. For each city of the sample, these data have been associated with the corresponding population density and land cover data, extracted from the GHS POP and ESA CCI data respectively, and aggregated on a 1 km resolution grid, allowing for an integrated analysis. This dataset is the first to include spatialized real estate and transportation data in a large sample of cities covering 800 million people in both developed and developing countries. These data can be used as inputs for urban modeling purposes, transport modeling, or between-city comparisons in urban forms and transportation networks, and allow further analyses on e.g. urban sprawl, access to transportation, or equity in housing prices and access to transportation.

Suggested Citation

  • Quentin Lepetit & Vincent Viguié & Charlotte Liotta, 2023. "A gridded dataset on densities, real estate prices, transport, and land use inside 192 worldwide urban areas," Post-Print hal-04433873, HAL.
    • Handle: RePEc:hal:journl:hal-04433873
    DOI: 10.1016/j.dib.2023.108962
    Note: View the original document on HAL open archive server: https://hal.science/hal-04433873
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    File URL: https://hal.science/hal-04433873/document
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    References listed on IDEAS

    as
    1. Andrew Sudmant & Vincent Viguié & Quentin Lepetit & Lucy Oates & Abhijit Datey & Andy Gouldson & David Watling, 2021. "Fair weather forecasting? The shortcomings of big data for sustainable development, a case study from Hubballi‐Dharwad, India," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1237-1248, November.
    2. Charlotte Liotta & Vincent Vigui'e & Quentin Lepetit, 2021. "Testing the monocentric standard urban model in a global sample of cities," Papers 2111.02112, arXiv.org, revised Aug 2022.
    3. Redfearn, Christian L., 2007. "The topography of metropolitan employment: Identifying centers of employment in a polycentric urban area," Journal of Urban Economics, Elsevier, vol. 61(3), pages 519-541, May.
    4. Gabriel M. Ahlfeldt & Nicolai Wendland, 2013. "How polycentric is a monocentric city? Centers, spillovers and hysteresis," Journal of Economic Geography, Oxford University Press, vol. 13(1), pages 53-83, January.
    5. McMillen, Daniel P. & Smith, Stefani C., 2003. "The number of subcenters in large urban areas," Journal of Urban Economics, Elsevier, vol. 53(3), pages 321-338, May.
    6. Feng Liu & Shuai Wang & Yi Xu & Qing Ying & Fukun Yang & Yuchu Qin, 2020. "Accuracy assessment of Global Human Settlement Layer (GHSL) built-up products over China," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-17, May.
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    Cited by:

    1. Charlotte Liotta & Vincent Viguié & Felix Creutzig, 2023. "Environmental and welfare gains via urban transport policy portfolios across 120 cities," Post-Print hal-04445981, HAL.

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    Keywords

    Cities; Urban form; Land cover; Urban economics; Real estate; Transportation;
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