IDEAS home Printed from https://ideas.repec.org/a/sae/envirb/v50y2023i6p1677-1694.html
   My bibliography  Save this article

Delineating functional regions from road networks: The case of South Korea

Author

Listed:
  • Yifu Ou
  • Euijune Kim
  • Xingjian Liu
  • Kyung-Min Nam

Abstract

We apply a percolation method to South Korea’s road networks and identify major urban clusters. The results show that Korea has developed a highly mono-centric spatial structure, in which the Seoul Metropolitan Area expands to northern Chungnam, far beyond the limits conventionally assumed. A percolation threshold of 1080 m is critical in delineating Korea’s functional regions, and the results at this threshold show great similarity to flow-based maps. Similar model outputs support the percolation approach as an alternative to conventional flow-based methods. The similarity is higher for larger clusters, where the supply of road infrastructure better meets demand thanks to size-biased public resource allocation. Also, the similarity between model outputs tends to increase with a time lag, since road network configurations take time to catch up with the demand revealed in traffic flows. These findings speak for the need for increased connectivity in Korea’s smaller cities.

Suggested Citation

  • Yifu Ou & Euijune Kim & Xingjian Liu & Kyung-Min Nam, 2023. "Delineating functional regions from road networks: The case of South Korea," Environment and Planning B, , vol. 50(6), pages 1677-1694, July.
  • Handle: RePEc:sae:envirb:v:50:y:2023:i:6:p:1677-1694
    DOI: 10.1177/23998083231172198
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/23998083231172198
    Download Restriction: no

    File URL: https://libkey.io/10.1177/23998083231172198?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. Ch, Rafael & Martin, Diego A. & Vargas, Juan F., 2021. "Measuring the size and growth of cities using nighttime light," Journal of Urban Economics, Elsevier, vol. 125(C).
    2. Kang Wu & Jingxian Tang & Ying Long, 2019. "Delineating the Regional Economic Geography of China by the Approach of Community Detection," Sustainability, MDPI, vol. 11(21), pages 1-18, October.
    3. Euijune Kim & Geoffrey Hewings & Kyung-Min Nam, 2014. "Optimal Urban Population Size: National vs Local Economic Efficiency," Urban Studies, Urban Studies Journal Limited, vol. 51(2), pages 428-445, February.
    4. Dingel, Jonathan I. & Miscio, Antonio & Davis, Donald R., 2021. "Cities, lights, and skills in developing economies," Journal of Urban Economics, Elsevier, vol. 125(C).
    5. Carlo Ratti & Stanislav Sobolevsky & Francesco Calabrese & Clio Andris & Jonathan Reades & Mauro Martino & Rob Claxton & Steven H Strogatz, 2010. "Redrawing the Map of Great Britain from a Network of Human Interactions," PLOS ONE, Public Library of Science, vol. 5(12), pages 1-6, December.
    6. Henderson, J. Vernon & Nigmatulina, Dzhamilya & Kriticos, Sebastian, 2021. "Measuring urban economic density," Journal of Urban Economics, Elsevier, vol. 125(C).
    7. Kyusang Kwon & Minho Seo, 2018. "Does the Polycentric Urban Region Contribute to Economic Performance? The Case of Korea," Sustainability, MDPI, vol. 10(11), pages 1-10, November.
    8. Anthony Gar-On Yeh & Zifeng Chen, 2020. "From cities to super mega city regions in China in a new wave of urbanisation and economic transition: Issues and challenges," Urban Studies, Urban Studies Journal Limited, vol. 57(3), pages 636-654, February.
    9. Bosker, Maarten & Park, Jane & Roberts, Mark, 2021. "Definition matters. Metropolitan areas and agglomeration economies in a large-developing country," Journal of Urban Economics, Elsevier, vol. 125(C).
    10. Kyung-Min Nam & John M. Reilly, 2013. "City Size Distribution as a Function of Socioeconomic Conditions: An Eclectic Approach to Downscaling Global Population," Urban Studies, Urban Studies Journal Limited, vol. 50(1), pages 208-225, January.
    11. Ying Long & Yao Shen & Xiaobin Jin, 2016. "Mapping Block-Level Urban Areas for All Chinese Cities," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 106(1), pages 96-113, January.
    12. Xin Li & Kyung-Min Nam, 2017. "One country, two “urban” systems: focusing on bimodality in China’s city-size distribution," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(2), pages 427-452, September.
    13. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    14. Dijkstra, Lewis & Florczyk, Aneta J. & Freire, Sergio & Kemper, Thomas & Melchiorri, Michele & Pesaresi, Martino & Schiavina, Marcello, 2021. "Applying the Degree of Urbanisation to the globe: A new harmonised definition reveals a different picture of global urbanisation," Journal of Urban Economics, Elsevier, vol. 125(C).
    15. Wang, Fahui & Antipova, Anzhelika & Porta, Sergio, 2011. "Street centrality and land use intensity in Baton Rouge, Louisiana," Journal of Transport Geography, Elsevier, vol. 19(2), pages 285-293.
    16. Kyung-Min Nam, 2017. "Is spatial distribution of China’s population excessively unequal? A cross-country comparison," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(2), pages 453-474, September.
    17. Mariaflavia Harari, 2020. "Cities in Bad Shape: Urban Geometry in India," American Economic Review, American Economic Association, vol. 110(8), pages 2377-2421, August.
    Full references (including those not matched with items on IDEAS)

    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. Pierre-Philippe Combes & Clément Gorin & Shohei Nakamura & Mark Roberts & Benjamin Stewart, 2023. "An Anatomy of Urbanization in Sub-Saharan Africa," SciencePo Working papers Main hal-04345529, HAL.
    2. Quintero, Luis E. & Roberts, Mark, 2023. "Cities and productivity: Evidence from 16 Latin American and Caribbean countries," Journal of Urban Economics, Elsevier, vol. 136(C).
    3. Wei Xiao & Wenhua Liu & Chunzhi Li, 2022. "Can the urban spatial structure accelerate urban employment growth? Evidence from China," Growth and Change, Wiley Blackwell, vol. 53(4), pages 1668-1693, December.
    4. Julio A. Berdegué & Tatiana Hiller & Juan Mauricio Ramírez & Santiago Satizábal & Isidro Soloaga & Juan Soto & Miguel Uribe & Olga Vargas, 2019. "Delineating functional territories from outer space," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-24, December.
    5. Kyung-Min Nam & Xu Zhang & Min Zhong & Eri Saikawa & Xiliang Zhang, 2019. "Health effects of ozone and particulate matter pollution in China: a province-level CGE analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(2), pages 269-293, October.
    6. Tanner Regan & Giorgio Chiovelli & Stelios Michalopoulos & Elias Papaioannou, 2023. "Illuminating Africa?," Working Papers 2023-11, The George Washington University, Institute for International Economic Policy.
    7. Kyung-Min Nam, 2017. "Is spatial distribution of China’s population excessively unequal? A cross-country comparison," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(2), pages 453-474, September.
    8. Xu Yang & Xuan Zou & Xueqi Liu & Qixuan Li & Siqian Zou & Ming Li, 2023. "The Spatiotemporal Pattern and Driving Mechanism of Urban Sprawl in China’s Counties," Land, MDPI, vol. 12(3), pages 1-16, March.
    9. Galdo, Virgilio & Li, Yue & Rama, Martin, 2021. "Identifying urban areas by combining human judgment and machine learning: An application to India," Journal of Urban Economics, Elsevier, vol. 125(C).
    10. Neeraj G Baruah & J Vernon Henderson & Cong Peng, 2021. "Colonial legacies: Shaping African cities," Journal of Economic Geography, Oxford University Press, vol. 21(1), pages 29-65.
    11. Lee, Yoonseok & Wang, Yulong, 2023. "Threshold regression with nonparametric sample splitting," Journal of Econometrics, Elsevier, vol. 235(2), pages 816-842.
    12. Henderson, J. Vernon & Nigmatulina, Dzhamilya & Kriticos, Sebastian, 2021. "Measuring urban economic density," Journal of Urban Economics, Elsevier, vol. 125(C).
    13. Remi Jedwab & Daniel Pereira & Mark Roberts, 2019. "Cities of Workers, Children or Seniors? Age Structure and Economic Growth in a Global Cross-Section of Cities," Working Papers 2019-13, The George Washington University, Institute for International Economic Policy.
    14. Patrick Lehnert & Michael Niederberger & Uschi Backes-Gellner & Eric Bettinger, 2020. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps Across Time and Space," Economics of Education Working Paper Series 0165, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
    15. Alam, Muneeza & Herrera Dappe, Matías & Melecky, Martin & Goldblatt, Ran, 2022. "Wider economic benefits of transport corridors: Evidence from international development organizations," Journal of Development Economics, Elsevier, vol. 158(C).
    16. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    17. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    18. Xin Li & Kyung-Min Nam, 2017. "One country, two “urban” systems: focusing on bimodality in China’s city-size distribution," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(2), pages 427-452, September.
    19. Pengfei Ban & Wei Zhan & Qifeng Yuan & Xiaojian Li, 2021. "Delineating the Urban Areas of a Cross-Boundary City with Open-Access Data: Guangzhou–Foshan, South China," Sustainability, MDPI, vol. 13(5), pages 1-17, March.
    20. Barzin,Samira & Avner,Paolo & Maruyama Rentschler,Jun Erik & O’Clery,Neave, 2022. "Where Are All the Jobs ? A Machine Learning Approach for High Resolution Urban Employment Prediction inDeveloping Countries," Policy Research Working Paper Series 9979, The World Bank.

    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:sae:envirb:v:50:y:2023:i:6:p:1677-1694. 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: SAGE Publications (email available below). General contact details of provider: .

    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.