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The Evolution of the Interaction Between Urban Rail Transit and Land Use: A CiteSpace-Based Knowledge Mapping Approach

Author

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  • Haochen Yang

    (School of Architecture and Design, Beijing Jiaotong University, Beijing 100044, China)

  • Nana Cui

    (School of Architecture and Design, Beijing Jiaotong University, Beijing 100044, China)

  • Haishan Xia

    (School of Architecture and Design, Beijing Jiaotong University, Beijing 100044, China
    Transit Oriented Development Academy, Beijing Jiaotong University, Beijing 100044, China)

Abstract

Urban rail transit is a key enabler for optimizing urban spatial structures, and its interactive relationship with land use has long been a focus of attention. However, existing studies suffer from scattered methodologies, a lack of systematic analysis, and insufficient dynamic insights into global trends. This study comprehensively employs CiteSpace, VOSviewer, and Scimago Graphica to conduct bibliometric and knowledge map analysis on 1894 articles from the Web of Science database between 2004 and 2024, focusing on global research trends, collaboration networks, thematic evolution, and methodological advancements. Key findings include the following: (1) research on rail transit and land use has been steadily increasing, with a significant “US-China dual-core” distribution, where most studies are concentrated in the United States and China, with higher research density in Asia; (2) domestic and international research has primarily focused on themes such as the built environment, value capture, and public transportation, with a recent shift toward artificial intelligence and smart city technology applications; (3) research methods have evolved from foundational 3S technologies (GIS, GPS, RS) to spatial modeling tools (e.g., LUTI model, node-place model), and the current emergence of AI-driven analysis (e.g., machine learning, deep learning, digital twins). The study identifies three future research directions—technology integration, data governance, and institutional innovation—which provide guidance for the coordinated planning of transportation and land use in future smart city development.

Suggested Citation

  • Haochen Yang & Nana Cui & Haishan Xia, 2025. "The Evolution of the Interaction Between Urban Rail Transit and Land Use: A CiteSpace-Based Knowledge Mapping Approach," Land, MDPI, vol. 14(7), pages 1-29, July.
    • Handle: RePEc:gam:jlands:v:14:y:2025:i:7:p:1386-:d:1692543
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    References listed on IDEAS

    as
    1. Weber, Rachel & Goddeeris, Laura, 2007. "Tax increment financing: A property-based tool for local regeneration?," Journal of Urban Regeneration and Renewal, Henry Stewart Publications, vol. 1(1), pages 55-68, August.
    2. Bernard Nzau & Claudia Trillo, 2019. "Harnessing the Real Estate Market for Equitable Affordable Housing Provision through Land Value Capture: Insights from San Francisco City, California," Sustainability, MDPI, vol. 11(13), pages 1-21, July.
    3. Violeta Lukic Vujadinovic & Aleksandar Damnjanovic & Aleksandar Cakic & Dragan R. Petkovic & Marijana Prelevic & Vladan Pantovic & Mirjana Stojanovic & Dejan Vidojevic & Djordje Vranjes & Istvan Bodol, 2024. "AI-Driven Approach for Enhancing Sustainability in Urban Public Transportation," Sustainability, MDPI, vol. 16(17), pages 1-18, September.
    4. Li, Shaoying & Lyu, Dijiang & Huang, Guanping & Zhang, Xiaohu & Gao, Feng & Chen, Yuting & Liu, Xiaoping, 2020. "Spatially varying impacts of built environment factors on rail transit ridership at station level: A case study in Guangzhou, China," Journal of Transport Geography, Elsevier, vol. 82(C).
    5. Jenny Schuetz & Genevieve Giuliano & Eun Jin Shin, 2018. "Does zoning help or hinder transit-oriented (re)development?," Urban Studies, Urban Studies Journal Limited, vol. 55(8), pages 1672-1689, June.
    6. Muxia Yao & Bin Yao & Jeremy Cenci & Chenyang Liao & Jiazhen Zhang, 2023. "Visualisation of High-Density City Research Evolution, Trends, and Outlook in the 21st Century," Land, MDPI, vol. 12(2), pages 1-27, February.
    7. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
    8. Joreintje Dingena Mackenbach & Edward Randal & Pengjun Zhao & Philippa Howden-Chapman, 2016. "The Influence of Urban Land-Use and Public Transport Facilities on Active Commuting in Wellington, New Zealand: Active Transport Forecasting Using the WILUTE Model," Sustainability, MDPI, vol. 8(3), pages 1-14, March.
    9. Singh, Yamini Jain & Lukman, Azhari & Flacke, Johannes & Zuidgeest, Mark & Van Maarseveen, M.F.A.M., 2017. "Measuring TOD around transit nodes - Towards TOD policy," Transport Policy, Elsevier, vol. 56(C), pages 96-111.
    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. Shao, Qifan & Zhang, Wenjia & Cao, Xinyu & Yang, Jiawen & Yin, Jie, 2020. "Threshold and moderating effects of land use on metro ridership in Shenzhen: Implications for TOD planning," Journal of Transport Geography, Elsevier, vol. 89(C).
    12. Wafic El-Assi & Mohamed Salah Mahmoud & Khandker Nurul Habib, 2017. "Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto," Transportation, Springer, vol. 44(3), pages 589-613, May.
    13. 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.
    14. Shiping Wen & Jiangang Shi & Wei Zhang & Ali Minai, 2021. "Impact of Urban Rail Transit Network on Residential and Commercial Land Values in China: A Complex Network Perspective," Complexity, Hindawi, vol. 2021, pages 1-11, May.
    15. Cheng-Xi Li & Cheol-Jae Yoon, 2025. "Analysis of Urban Rail Public Transport Space Congestion Using Graph Fourier Transform Theory: A Focus on Seoul," Sustainability, MDPI, vol. 17(2), pages 1-25, January.
    16. Alexander Paulsson, 2020. "The city that the metro system built: Urban transformations and modalities of integrated planning in Stockholm," Urban Studies, Urban Studies Journal Limited, vol. 57(14), pages 2936-2955, November.
    17. Vale, David S. & Viana, Cláudia M. & Pereira, Mauro, 2018. "The extended node-place model at the local scale: Evaluating the integration of land use and transport for Lisbon's subway network," Journal of Transport Geography, Elsevier, vol. 69(C), pages 282-293.
    18. Ghebreegziabiher Debrezion & Eric Pels & Piet Rietveld, 2007. "The Impact of Railway Stations on Residential and Commercial Property Value: A Meta-analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 161-180, August.
    19. Yinjie He & Biao Liu & Chengyou Xu & Dafang Wu, 2025. "Literature Review on Public Transport and Land Use: Based on CiteSpace Statistical Analysis," Land, MDPI, vol. 14(5), pages 1-21, May.
    20. Shushan Chai & Qinghuai Liang & Simin Zhong, 2019. "Design of Urban Rail Transit Network Constrained by Urban Road Network, Trips and Land-Use Characteristics," Sustainability, MDPI, vol. 11(21), pages 1-23, November.
    21. Silvia Mazzetto, 2024. "A Review of Urban Digital Twins Integration, Challenges, and Future Directions in Smart City Development," Sustainability, MDPI, vol. 16(19), pages 1-33, September.
    22. Wu, Fulong, 2022. "Land financialisation and the financing of urban development in China," Land Use Policy, Elsevier, vol. 112(C).
    23. Chang, Zheng & Phang, Sock-Yong, 2017. "Urban rail transit PPPs: Lessons from East Asian cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 106-122.
    24. Jiyang Xia & Yue Zhang, 2022. "Where Are Potential Areas for Transit-Oriented Development (TOD)—Exploring the Demands for Built Environment for TOD Planning," Sustainability, MDPI, vol. 14(14), pages 1-14, July.
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