IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v10y2021i6p580-d566194.html
   My bibliography  Save this article

Examining the Spatial Coordination between Metrorail Accessibility and Urban Spatial Form in the Context of Big Data

Author

Listed:
  • Jingming Liu

    (School of Public Policy and Administration, Xi’an Jiaotong University, Xi’an 710049, China)

  • Xianhui Hou

    (College of Economics and Management, Northwest A&F University, Yangling 712100, China)

  • Chuyu Xia

    (School of Environment, Beijing Normal University, Beijing 100875, China)

  • Xiang Kang

    (School of Public Policy and Administration, Xi’an Jiaotong University, Xi’an 710049, China)

  • Yujun Zhou

    (School of Public Policy and Administration, Xi’an Jiaotong University, Xi’an 710049, China)

Abstract

Metrorail accessibility is an important indicator that influences urban spatial form. For this article, we created a 3SFCA method to analyze the Metrorail accessibility of Shanghai covering four levels: traffic analysis zones (TAZs), stations, metrorail network, and regions. The floor area ratio (FAR) was used to reflect the urban form, and spatial coordination model was introduced to examine the spatial balance between metrorail accessibility and urban forms. Results revealed that the spatial distribution of metrorail accessibility and urban form are characterized by a monocentric spatial structure, while the values of both variables decrease gradually from urban center to suburban regions, with the regional difference being significantly greater than the other three levels. The results also indicated that the development of metrorail stations has a time lag effect on the urban spatial form, and the catchment area of a metro station shows characteristics of gradually expanding and then shrinking from city center to suburban regions. Finally, the results showed that there is a strong coordination between accessibility and urban form around metro stations, but the coordinate degree varies by regions. Thus, we concluded that station density should be increased within the fourth ring, FAR should be increased between the second and third rings, and rail transit capacity in the urban center area should be increased.

Suggested Citation

  • Jingming Liu & Xianhui Hou & Chuyu Xia & Xiang Kang & Yujun Zhou, 2021. "Examining the Spatial Coordination between Metrorail Accessibility and Urban Spatial Form in the Context of Big Data," Land, MDPI, vol. 10(6), pages 1-20, May.
    • Handle: RePEc:gam:jlands:v:10:y:2021:i:6:p:580-:d:566194
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/10/6/580/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/10/6/580/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Esthela Salazar & Cristián Henríquez & Gustavo Durán & Jorge Qüense & Fernando Puente-Sotomayor, 2021. "How to Define a New Metropolitan Area? The Case of Quito, Ecuador, and Contributions for Urban Planning," Land, MDPI, vol. 10(4), pages 1-23, April.
    2. Grengs, Joe, 2010. "Job accessibility and the modal mismatch in Detroit," Journal of Transport Geography, Elsevier, vol. 18(1), pages 42-54.
    3. Reid Ewing & Robert Cervero, 2010. "Travel and the Built Environment," Journal of the American Planning Association, Taylor & Francis Journals, vol. 76(3), pages 265-294.
    4. Delmelle, Elizabeth Cahill & Casas, Irene, 2012. "Evaluating the spatial equity of bus rapid transit-based accessibility patterns in a developing country: The case of Cali, Colombia," Transport Policy, Elsevier, vol. 20(C), pages 36-46.
    5. Marcucci, Edoardo & Gatta, Valerio, 2011. "Regional airport choice: Consumer behaviour and policy implications," Journal of Transport Geography, Elsevier, vol. 19(1), pages 70-84.
    6. Moniruzzaman, Md & Páez, Antonio, 2012. "Accessibility to transit, by transit, and mode share: application of a logistic model with spatial filters," Journal of Transport Geography, Elsevier, vol. 24(C), pages 198-205.
    7. Welch, Timothy F. & Mishra, Sabyasachee, 2013. "A measure of equity for public transit connectivity," Journal of Transport Geography, Elsevier, vol. 33(C), pages 29-41.
    8. Mamun, Sha A. & Lownes, Nicholas E. & Osleeb, Jeffrey P. & Bertolaccini, Kelly, 2013. "A method to define public transit opportunity space," Journal of Transport Geography, Elsevier, vol. 28(C), pages 144-154.
    9. Tuzun Aksu, Dilek & Ozdamar, Linet, 2014. "A mathematical model for post-disaster road restoration: Enabling accessibility and evacuation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 61(C), pages 56-67.
    10. Li, Zekun & Han, Zixuan & Xin, Jing & Luo, Xin & Su, Shiliang & Weng, Min, 2019. "Transit oriented development among metro station areas in Shanghai, China: Variations, typology, optimization and implications for land use planning," Land Use Policy, Elsevier, vol. 82(C), pages 269-282.
    11. Xu, Wangtu (Ato) & Li, Yongling & Wang, Hui, 2016. "Transit accessibility for commuters considering the demand elasticities of distance and transfer," Journal of Transport Geography, Elsevier, vol. 56(C), pages 138-156.
    12. Yu, Miao & Fan, Wei, 2018. "Accessibility impact of future high speed rail corridor on the piedmont Atlantic megaregion," Journal of Transport Geography, Elsevier, vol. 73(C), pages 1-12.
    13. Lara Engelfriet & Eric Koomen, 2018. "The impact of urban form on commuting in large Chinese cities," Transportation, Springer, vol. 45(5), pages 1269-1295, September.
    14. Cervero, Robert & Kang, Chang Deok, 2011. "Bus rapid transit impacts on land uses and land values in Seoul, Korea," Transport Policy, Elsevier, vol. 18(1), pages 102-116, January.
    15. Lee, Jaeyoung & Abdel-Aty, Mohamed & Jiang, Ximiao, 2014. "Development of zone system for macro-level traffic safety analysis," Journal of Transport Geography, Elsevier, vol. 38(C), pages 13-21.
    16. Xu, Xin-yue & Liu, Jun & Li, Hai-ying & Jiang, Man, 2016. "Capacity-oriented passenger flow control under uncertain demand: Algorithm development and real-world case study," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 87(C), pages 130-148.
    17. Leitham, Scott & McQuaid, Ronald W. & D. Nelson, John, 2000. "The influence of transport on industrial location choice: a stated preference experiment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(7), pages 515-535, September.
    18. Foth, Nicole & Manaugh, Kevin & El-Geneidy, Ahmed M., 2013. "Towards equitable transit: examining transit accessibility and social need in Toronto, Canada, 1996–2006," Journal of Transport Geography, Elsevier, vol. 29(C), pages 1-10.
    19. Aiga Stokenberga, 2014. "Does Bus Rapid Transit Influence Urban Land Development and Property Values: A Review of the Literature," Transport Reviews, Taylor & Francis Journals, vol. 34(3), pages 276-296, May.
    20. Yang, Shu & Liu, Xuan & Wu, Yao-Jan & Woolschlager, John & Coffin, Sarah L., 2015. "Can freeway traffic volume information facilitate urban accessibility assessment?," Journal of Transport Geography, Elsevier, vol. 44(C), pages 65-75.
    21. Jonathan Levine & Joe Grengs & Qingyun Shen & Qing Shen, 2012. "Does Accessibility Require Density or Speed?," Journal of the American Planning Association, Taylor & Francis Journals, vol. 78(2), pages 157-172.
    22. Phani Kumar, P. & Ravi Sekhar, Ch. & Parida, Manoranjan, 2018. "Residential dissonance in TOD neighborhoods," Journal of Transport Geography, Elsevier, vol. 72(C), pages 166-177.
    23. Litman, Todd, 2003. "The Online TDM Encyclopedia: mobility management information gateway," Transport Policy, Elsevier, vol. 10(3), pages 245-249, July.
    24. Tong, Lu & Zhou, Xuesong & Miller, Harvey J., 2015. "Transportation network design for maximizing space–time accessibility," Transportation Research Part B: Methodological, Elsevier, vol. 81(P2), pages 555-576.
    25. Hiroaki Suzuki & Robert Cervero & Kanako Iuchi, 2013. "Transforming Cities with Transit : Transit and Land-Use Integration for Sustainable Urban Development [Transformando las ciudades con el transporte público : integración del transporte público y el," World Bank Publications - Books, The World Bank Group, number 12233.
    26. Cervero, Robert & Landis, John, 1997. "Twenty years of the Bay Area Rapid Transit system: Land use and development impacts," Transportation Research Part A: Policy and Practice, Elsevier, vol. 31(4), pages 309-333, July.
    27. Mavoa, Suzanne & Witten, Karen & McCreanor, Tim & O’Sullivan, David, 2012. "GIS based destination accessibility via public transit and walking in Auckland, New Zealand," Journal of Transport Geography, Elsevier, vol. 20(1), pages 15-22.
    28. Fransen, Koos & Neutens, Tijs & Farber, Steven & De Maeyer, Philippe & Deruyter, Greet & Witlox, Frank, 2015. "Identifying public transport gaps using time-dependent accessibility levels," Journal of Transport Geography, Elsevier, vol. 48(C), pages 176-187.
    29. Michael Wegener & Franz Fuerst, 2004. "Land-Use Transport Interaction: State of the Art," Urban/Regional 0409005, University Library of Munich, Germany.
    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. Xingmeng Xu & Gaoru Zhu & Chun Zhang & Xueyan Zhao & Yi Li, 2024. "Research Progress of the Impacts of Comprehensive Transportation Network on Territorial Spatial Development and Protection," Land, MDPI, vol. 13(4), pages 1-18, April.
    2. Qiaoling Fang & Tomo Inoue & Dongqi Li & Qiang Liu & Jian Ma, 2023. "Transit-Oriented Development and Sustainable Cities: A Visual Analysis of the Literature Based on CiteSpace and VOSviewer," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    3. Kexin Lei & Quanhua Hou & Yaqiong Duan & Yafei Xi & Su Chen & Yitong Miao & Haiyan Tong & Ziye Hu, 2024. "The Spatiotemporal Matching Relationship between Metro Networks and Urban Population from an Evolutionary Perspective: Passive Adaptation or Active Guidance?," Land, MDPI, vol. 13(8), pages 1-23, August.
    4. Huicheng Feng & Xiaoxiang Tang & Cheng Zou, 2024. "Optimizing the Layout of Service Facilities for Older People Based on POI Data and Machine Learning: Guangzhou City as an Example," Land, MDPI, vol. 13(5), pages 1-15, May.
    5. Ying Liang & Wei Song & Xiaofeng Dong, 2021. "Evaluating the Space Use of Large Railway Hub Station Areas in Beijing toward Integrated Station-City Development," Land, MDPI, vol. 10(11), pages 1-22, November.
    6. Min Wu & Bingxin Yan & Ying Huang & Md Nazirul Islam Sarker, 2022. "Big Data-Driven Urban Management: Potential for Urban Sustainability," Land, MDPI, vol. 11(5), pages 1-16, May.
    7. Zhenwei Wang & Xiaochun Wang & Zijin Dong & Lisan Li & Wangjun Li & Shicheng Li, 2023. "More Urban Elderly Care Facilities Should Be Placed in Densely Populated Areas for an Aging Wuhan of China," Land, MDPI, vol. 12(1), pages 1-13, January.

    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. Xu, Wangtu (Ato) & Li, Yongling & Wang, Hui, 2016. "Transit accessibility for commuters considering the demand elasticities of distance and transfer," Journal of Transport Geography, Elsevier, vol. 56(C), pages 138-156.
    2. Kaplan, Sigal & Popoks, Dmitrijs & Prato, Carlo Giacomo & Ceder, Avishai (Avi), 2014. "Using connectivity for measuring equity in transit provision," Journal of Transport Geography, Elsevier, vol. 37(C), pages 82-92.
    3. Mansour, Shawky & Alahmadi, Mohammed & Abulibdeh, Ammar, 2022. "Spatial assessment of audience accessibility to historical monuments and museums in Qatar during the 2022 FIFA World Cup," Transport Policy, Elsevier, vol. 127(C), pages 116-129.
    4. Liu, Chengliang & Duan, Dezhong, 2020. "Spatial inequality of bus transit dependence on urban streets and its relationships with socioeconomic intensities: A tale of two megacities in China," Journal of Transport Geography, Elsevier, vol. 86(C).
    5. Cervero, Robert & Dai, Danielle, 2014. "BRT TOD: Leveraging transit oriented development with bus rapid transit investments," Transport Policy, Elsevier, vol. 36(C), pages 127-138.
    6. Vergel-Tovar, C. Erik, 2023. "Understanding barriers and opportunities for promoting transit-oriented development with bus rapid transit in Bogotá and Quito," Land Use Policy, Elsevier, vol. 132(C).
    7. Fayyaz, S. Kiavash & Liu, Xiaoyue Cathy & Porter, Richard J., 2017. "Dynamic transit accessibility and transit gap causality analysis," Journal of Transport Geography, Elsevier, vol. 59(C), pages 27-39.
    8. Ben-Elia, Eran & Benenson, Itzhak, 2019. "A spatially-explicit method for analyzing the equity of transit commuters' accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 31-42.
    9. Yanez-Pagans, Patricia & Martinez, Daniel & Mitnik, Oscar A. & Scholl, Lynn & Vazquez, Antonia, 2018. "Urban Transport Systems in Latin America and the Caribbean: Challenges and Lessons Learned," IZA Discussion Papers 11812, Institute of Labor Economics (IZA).
    10. Boisjoly, Geneviève & Serra, Bernardo & Oliveira, Gabriel T. & El-Geneidy, Ahmed, 2020. "Accessibility measurements in São Paulo, Rio de Janeiro, Curitiba and Recife, Brazil," Journal of Transport Geography, Elsevier, vol. 82(C).
    11. Ahmad Adeel & Bruno Notteboom & Ansar Yasar & Kris Scheerlinck & Jeroen Stevens, 2021. "Insights into the Impacts of Mega Transport Infrastructures on the Transformation of Urban Fabric: Case of BRT Lahore," Sustainability, MDPI, vol. 13(13), pages 1-32, July.
    12. Ahmad Adeel & Bruno Notteboom & Ansar Yasar & Kris Scheerlinck & Jeroen Stevens, 2021. "Sustainable Streetscape and Built Environment Designs around BRT Stations: A Stated Choice Experiment Using 3D Visualizations," Sustainability, MDPI, vol. 13(12), pages 1-21, June.
    13. Guerra, Erick & Cervero, Robert & Tischler, Daniel, 2011. "The Half-Mile Circle: Does It Represent Transit Station Catchments?," University of California Transportation Center, Working Papers qt0d84c2f4, University of California Transportation Center.
    14. Lissy La Paix & Karst Geurs, 2015. "Scenarios for measuring station-based impedances in a national transport model," ERSA conference papers ersa15p1310, European Regional Science Association.
    15. (Ato) Xu, Wangtu & Zhou, Jiangping & Yang, Linchuan & Li, Ling, 2018. "The implications of high-speed rail for Chinese cities: Connectivity and accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 308-326.
    16. Gao, Jiong & Ma, Shoufeng & Zou, Hongyang & Du, Huibin, 2023. "How does population agglomeration influence the adoption of new energy vehicles? Evidence from 290 cities in China," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    17. Legrain, Alexander & Buliung, Ron & El-Geneidy, Ahmed M., 2016. "Travelling fair: Targeting equitable transit by understanding job location, sectorial concentration, and transit use among low-wage workers," Journal of Transport Geography, Elsevier, vol. 53(C), pages 1-11.
    18. Su, Shiliang & Wang, Zhuolun & Li, Bozhao & Kang, Mengjun, 2022. "Deciphering the influence of TOD on metro ridership: An integrated approach of extended node-place model and interpretable machine learning with planning implications," Journal of Transport Geography, Elsevier, vol. 104(C).
    19. Tao, Sui & Cheng, Long & He, Sylvia & Witlox, Frank, 2023. "Examining the non-linear effects of transit accessibility on daily trip duration: A focus on the low-income population," Journal of Transport Geography, Elsevier, vol. 109(C).
    20. Patricia Yañez-Pagans & Daniel Martinez & Oscar A. Mitnik & Lynn Scholl & Antonia Vazquez, 2019. "Urban transport systems in Latin America and the Caribbean: lessons and challenges," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-25, December.

    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:gam:jlands:v:10:y:2021:i:6:p:580-:d:566194. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.