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Comparative accessibility of Chinese airports and high-speed railway stations: A high-resolution, yet scalable framework based on open data

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  • Sun, Xiaoqian
  • Wandelt, Sebastian
  • Zhang, Anming

Abstract

Despite China's massive infrastructure expansions in airports and high-speed railway (HSR), accessibility to these infrastructures from the passenger's perspective has yet been clearly analyzed and compared. The main objectives of this study are: (1) to evaluate accessibility by travel time between a given population grid cell and the nearest airport/HSR station, by accounting for both motorized vehicles and public transport; and (2) to measure and visualize the size of catchment area of an airport or a HSR station. We automatize the computation of free-flow road travel times, as well as the public transit times (by bus, subway, light-rail, tram and railway), from grid cells to infrastructure elements, by using a scalable routing framework. The Chinese air transportation network and HSR network are used as case studies to elaborate and evaluate the efficiency of our proposed framework. We find that the HSR network for China is much better accessible for the population than airports. Furthermore, grid cells with a high population density are much better connected to the Chinese transportation networks than other grid cells. Our methodology is generic in that it can be applied on an even larger scale (whole planet) and with different points of interest. Our work can help provide decision support for airport competition, privatization, and regulation, and for policy makers in infrastructure investment, in particular potential market and the location of new infrastructure elements.

Suggested Citation

  • Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2021. "Comparative accessibility of Chinese airports and high-speed railway stations: A high-resolution, yet scalable framework based on open data," Journal of Air Transport Management, Elsevier, vol. 92(C).
  • Handle: RePEc:eee:jaitra:v:92:y:2021:i:c:s0969699720305937
    DOI: 10.1016/j.jairtraman.2020.102014
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    as
    1. Wang, Kun & Xia, Wenyi & Zhang, Anming, 2017. "Should China further expand its high-speed rail network? Consider the low-cost carrier factor," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 105-120.
    2. Zhu, Zhenran & Zhang, Anming & Zhang, Yahua, 2018. "Connectivity of intercity passenger transportation in China: A multi-modal and network approach," Journal of Transport Geography, Elsevier, vol. 71(C), pages 263-276.
    3. Zhang, Anming & Wan, Yulai & Yang, Hangjun, 2019. "Impacts of high-speed rail on airlines, airports and regional economies: A survey of recent research," Transport Policy, Elsevier, vol. 81(C), pages 1-19.
    4. Jiao, Jingjuan & Wang, Jiaoe & Jin, Fengjun, 2017. "Impacts of high-speed rail lines on the city network in China," Journal of Transport Geography, Elsevier, vol. 60(C), pages 257-266.
    5. Mishra, Sabyasachee & Welch, Timothy F. & Jha, Manoj K., 2012. "Performance indicators for public transit connectivity in multi-modal transportation networks," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1066-1085.
    6. Zhang, Rui & Johnson, Daniel & Zhao, Weiming & Nash, Chris, 2019. "Competition of airline and high-speed rail in terms of price and frequency: Empirical study from China," Transport Policy, Elsevier, vol. 78(C), pages 8-18.
    7. Taylor, Michael A.P. & Susilawati,, 2012. "Remoteness and accessibility in the vulnerability analysis of regional road networks," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(5), pages 761-771.
    8. Wang, Jiaoe & Huang, Jie & Jing, Yue, 2020. "Competition between high-speed trains and air travel in China: From a spatial to spatiotemporal perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 62-78.
    9. Li, Tao & Yang, Wenyue & Zhang, Haoran & Cao, Xiaoshu, 2016. "Evaluating the impact of transport investment on the efficiency of regional integrated transport systems in China," Transport Policy, Elsevier, vol. 45(C), pages 66-76.
    10. Li, Linbo & Ren, Huan & Zhao, Shanshan & Duan, Zhengyu & Zhang, Yahua & Zhang, Anming, 2017. "Two dimensional accessibility analysis of metro stations in Xi’an, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 414-426.
    11. Wang, Wei & Sun, Huijun & Wu, Jianjun, 2020. "How does the decision of high-speed rail operator affect social welfare? Considering competition between high-speed rail and air transport," Transport Policy, Elsevier, vol. 88(C), pages 1-15.
    12. Cao, Jing & Liu, Xiaoyue Cathy & Wang, Yinhai & Li, Qingquan, 2013. "Accessibility impacts of China’s high-speed rail network," Journal of Transport Geography, Elsevier, vol. 28(C), pages 12-21.
    13. Qiu, Guo & Xu, Wangtu (Ato) & Li, Ling, 2018. "Key factors to annual investment in public transportation sector: The case of China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 107(C), pages 1-19.
    14. Meng, Xuechen & Lin, Shanlang & Zhu, Xiaochuan, 2018. "The resource redistribution effect of high-speed rail stations on the economic growth of neighbouring regions: Evidence from China," Transport Policy, Elsevier, vol. 68(C), pages 178-191.
    15. Wenjie Wu & Yutian Liang & Di Wu, 2016. "Evaluating the Impact of China’s Rail Network Expansions on Local Accessibility: A Market Potential Approach," Sustainability, MDPI, vol. 8(6), pages 1-11, May.
    16. Shaw, Shih-Lung & Fang, Zhixiang & Lu, Shiwei & Tao, Ran, 2014. "Impacts of high speed rail on railroad network accessibility in China," Journal of Transport Geography, Elsevier, vol. 40(C), pages 112-122.
    17. Bao, Danwen & Hua, Songyi & Gu, Jiayu, 2016. "Relevance of airport accessibility and airport competition," Journal of Air Transport Management, Elsevier, vol. 55(C), pages 52-60.
    18. Vega, Amaya & Reynolds-Feighan, Aisling, 2016. "The impact of the great recession on Irish air travel: An intermodal accessibility analysis," Journal of Air Transport Management, Elsevier, vol. 51(C), pages 1-18.
    19. van Wee, Bert, 2016. "Accessible accessibility research challenges," Journal of Transport Geography, Elsevier, vol. 51(C), pages 9-16.
    20. Yang, Zhongzhen & Yu, Shunan & Notteboom, Theo, 2016. "Airport location in multiple airport regions (MARs): The role of land and airside accessibility," Journal of Transport Geography, Elsevier, vol. 52(C), pages 98-110.
    21. Cheng, Yung-Hsiang & Chen, Ssu-Yun, 2015. "Perceived accessibility, mobility, and connectivity of public transportation systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 386-403.
    22. Pels, Eric & Nijkamp, Peter & Rietveld, Piet, 2003. "Access to and competition between airports: a case study for the San Francisco Bay area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(1), pages 71-83, January.
    23. Xiaoqian Sun & Sebastian Wandelt & Mark Hansen, 2020. "Airport Road Access at Planet Scale using Population Grid and Openstreetmap," Networks and Spatial Economics, Springer, vol. 20(1), pages 273-299, March.
    24. Su, Hailong & Wu, Jia Hao & Tan, Yinghui & Bao, Yuanqiu & Song, Bing & He, Xinghua, 2014. "A land use and transportation integration method for land use allocation and transportation strategies in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 329-353.
    25. Xiaoqian Sun & Sebastian Wandelt & Xianbin Cao, 2017. "On Node Criticality in Air Transportation Networks," Networks and Spatial Economics, Springer, vol. 17(3), pages 737-761, September.
    26. Fu, Xiaowen & Zhang, Anming & Lei, Zheng, 2012. "Will China’s airline industry survive the entry of high-speed rail?," Research in Transportation Economics, Elsevier, vol. 35(1), pages 13-25.
    27. Liu, Shuli & Wan, Yulai & Ha, Hun-Koo & Yoshida, Yuichiro & Zhang, Anming, 2019. "Impact of high-speed rail network development on airport traffic and traffic distribution: Evidence from China and Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 115-135.
    28. Zhang, Wenxin & Nian, Peihao & Lyu, Guowei, 2016. "A multimodal approach to assessing accessibility of a high-speed railway station," Journal of Transport Geography, Elsevier, vol. 54(C), pages 91-101.
    29. Samiul Hasan & Xiaoming Wang & Yong Bing Khoo & Greg Foliente, 2017. "Accessibility and socio-economic development of human settlements," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-16, June.
    30. Lijesen, Mark & Behrens, Christiaan, 2017. "The spatial scope of airline competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 99(C), pages 1-13.
    31. Sun, Xiaoqian & Wandelt, Sebastian & Stumpf, Eike, 2018. "Competitiveness of on-demand air taxis regarding door-to-door travel time: A race through Europe," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 119(C), pages 1-18.
    32. Zhang, Qiong & Yang, Hangjun & Wang, Qiang & Zhang, Anming & Zhang, Yahua, 2020. "Impact of high-speed rail on market concentration and Lerner index in China's airline market," Journal of Air Transport Management, Elsevier, vol. 83(C).
    33. Sun, Xiaoqian & Wandelt, Sebastian & Hansen, Mark & Li, Ang, 2017. "Multiple airport regions based on inter-airport temporal distances," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 101(C), pages 84-98.
    34. Usami, Munekatsu & Manabe, Masashi & Kimura, Shin, 2017. "Airport choice and flight connectivity among domestic and international passengers – Empirical analysis using passenger movement survey data in Japan," Journal of Air Transport Management, Elsevier, vol. 58(C), pages 15-20.
    35. Michael A. P. Taylor, 2008. "Critical Transport Infrastructure in Urban Areas: Impacts of Traffic Incidents Assessed Using Accessibility‐Based Network Vulnerability Analysis," Growth and Change, Wiley Blackwell, vol. 39(4), pages 593-616, December.
    36. Matisziw, T.C. & Grubesic, T.H., 2010. "Evaluating locational accessibility to the US air transportation system," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(9), pages 710-722, November.
    37. O'Connor, Kevin & Fuellhart, Kurt, 2016. "Airports and regional air transport markets: A new perspective," Journal of Transport Geography, Elsevier, vol. 53(C), pages 78-82.
    38. Yulai Wan & Anming Zhang & Kevin X Li, 2018. "Port competition with accessibility and congestion: a theoretical framework and literature review on empirical studies," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(2), pages 239-259, February.
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