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The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012

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  • Dai, Liang
  • Derudder, Ben
  • Liu, Xingjian

Abstract

This paper presents a novel approach to investigating and understanding the evolving structure of the Southeast Asian air transport network (SAAN) over the period 1979–2012. Our approach captures the main topological and spatial changes from a complex network perspective. We find that the SAAN combines a relatively stable topological structure with a changing multilayered geographical structure. Statistical analysis indicates that the SAAN is a scale-free network with an increasing number of hub cities and has been characterized by small-world properties since 1996. Furthermore, the SAAN exhibits a recently intensified disassortative mixing pattern, suggesting an increasing dependence of small cities on hub-and-spoke configuration for better accessibility. A decomposition analysis is used to disaggregate the SAAN into a hierarchical core-bridge-periphery structure. The core layer consists of capital cities, the most economic vibrant secondary cities, and tourist destinations. This core layer is also densely interconnected with its center of gravity moving towards the north. The periphery layer, comprised of cities in remote areas, sustains a low significance with declining internal connectivity despite a rising number of cities being connected. The bridge layer lies in between both extremes, and is characterized by a high volatility over time. The connections and passengers between different layers increase, especially those between core and bridge after 1996. In our discussion, we trace these changes back to a series of socio-economic and politico-institutional dynamics in Southeast Asia.

Suggested Citation

  • Dai, Liang & Derudder, Ben & Liu, Xingjian, 2018. "The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012," Journal of Transport Geography, Elsevier, vol. 68(C), pages 67-77.
  • Handle: RePEc:eee:jotrge:v:68:y:2018:i:c:p:67-77
    DOI: 10.1016/j.jtrangeo.2018.02.010
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    as
    1. Kreinin, Mordechai E. & Plummer, Michael G. (ed.), 2012. "The Oxford Handbook of International Commercial Policy," OUP Catalogue, Oxford University Press, number 9780195378047.
    2. Matsumoto, Hidenobu, 2007. "International air network structures and air traffic density of world cities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 269-282, May.
    3. Phang, Sock-Yong, 2003. "Strategic development of airport and rail infrastructure: the case of Singapore," Transport Policy, Elsevier, vol. 10(1), pages 27-33, January.
    4. Frédéric Dobruszkes, 2006. "An analysis of European low-cost airlines and their networks," ULB Institutional Repository 2013/95835, ULB -- Universite Libre de Bruxelles.
    5. Ross Robinson, 2006. "Port-Oriented Landside Logistics in Australian Ports: A Strategic Framework," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(1), pages 40-59, March.
    6. Paleari, Stefano & Redondi, Renato & Malighetti, Paolo, 2010. "A comparative study of airport connectivity in China, Europe and US: Which network provides the best service to passengers?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(2), pages 198-210, March.
    7. Zhang, Anming & Hanaoka, Shinya & Inamura, Hajime & Ishikura, Tomoki, 2008. "Low-cost carriers in Asia: Deregulation, regional liberalization and secondary airports," Research in Transportation Economics, Elsevier, vol. 24(1), pages 36-50.
    8. César Ducruet & Theo Notteboom, 2012. "The worldwide maritime network of container shipping : Spatial structure and regional dynamics," Post-Print hal-03246962, HAL.
    9. Hanaoka, Shinya & Takebayashi, Mikio & Ishikura, Tomoki & Saraswati, Batari, 2014. "Low-cost carriers versus full service carriers in ASEAN: The impact of liberalization policy on competition," Journal of Air Transport Management, Elsevier, vol. 40(C), pages 96-105.
    10. Van De Vijver, Elien & Derudder, Ben & Witlox, Frank, 2014. "Exploring causality in trade and air passenger travel relationships: the case of Asia-Pacific, 1980–2010," Journal of Transport Geography, Elsevier, vol. 34(C), pages 142-150.
    11. César Ducruet & Faraz Zaidi, 2012. "Maritime constellations : A complex network approach to shipping and ports," Post-Print hal-03246963, HAL.
    12. Reed, William J., 2003. "The Pareto law of incomes—an explanation and an extension," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 319(C), pages 469-486.
    13. Feng Xie & David Levinson, 2009. "Modeling the Growth of Transportation Networks: A Comprehensive Review," Networks and Spatial Economics, Springer, vol. 9(3), pages 291-307, September.
    14. Hooper, Paul, 2005. "The environment for Southeast Asia's new and evolving airlines," Journal of Air Transport Management, Elsevier, vol. 11(5), pages 335-347.
    15. César Ducruet & Faraz Zaidi, 2012. "Maritime constellations: a complex network approach to shipping and ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 39(2), pages 151-168, March.
    16. Cats, Oded, 2017. "Topological evolution of a metropolitan rail transport network: The case of Stockholm," Journal of Transport Geography, Elsevier, vol. 62(C), pages 172-183.
    17. Kensuke Tanaka, 2009. "Regional Integration in Southeast Asia: Better Macroeconomic Co-operation Can Mitigate Risks," OECD Development Centre Policy Insights 90, OECD Publishing.
    18. Xingjian Liu & Ben Derudder & Kang Wu, 2016. "Measuring Polycentric Urban Development in China: An Intercity Transportation Network Perspective," Regional Studies, Taylor & Francis Journals, vol. 50(8), pages 1302-1315, August.
    19. Bagler, Ganesh, 2008. "Analysis of the airport network of India as a complex weighted network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2972-2980.
    20. Lordan, Oriol & Sallan, Jose M. & Simo, Pep, 2014. "Study of the topology and robustness of airline route networks from the complex network approach: a survey and research agenda," Journal of Transport Geography, Elsevier, vol. 37(C), pages 112-120.
    21. Du, Wen-Bo & Zhou, Xing-Lian & Lordan, Oriol & Wang, Zhen & Zhao, Chen & Zhu, Yan-Bo, 2016. "Analysis of the Chinese Airline Network as multi-layer networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 89(C), pages 108-116.
    22. Forsyth, Peter & King, John & Lyn Rodolfo, Cherry, 2006. "Open Skies in ASEAN," Journal of Air Transport Management, Elsevier, vol. 12(3), pages 143-152.
    23. Wandelt, Sebastian & Sun, Xiaoqian, 2015. "Evolution of the international air transportation country network from 2002 to 2013," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 82(C), pages 55-78.
    24. David Guerrero & Laurent Proulhac, 2014. "Freight flows and urban hierarchy," Post-Print hal-01069903, HAL.
    25. Lin, Jingyi, 2012. "Network analysis of China’s aviation system, statistical and spatial structure," Journal of Transport Geography, Elsevier, vol. 22(C), pages 109-117.
    26. Derudder, Ben & Devriendt, Lomme & Witlox, Frank, 2010. "A spatial analysis of multiple airport cities," Journal of Transport Geography, Elsevier, vol. 18(3), pages 345-353.
    27. Liu, Xingjian & Derudder, Ben & García, Cándida Gago, 2013. "Exploring the co-evolution of the geographies of air transport aviation and corporate networks," Journal of Transport Geography, Elsevier, vol. 30(C), pages 26-36.
    28. Guida, Michele & Maria, Funaro, 2007. "Topology of the Italian airport network: A scale-free small-world network with a fractal structure?," Chaos, Solitons & Fractals, Elsevier, vol. 31(3), pages 527-536.
    29. Burghouwt, Guillaume & Hakfoort, Jacco, 2001. "The evolution of the European aviation network, 1990–1998," Journal of Air Transport Management, Elsevier, vol. 7(5), pages 311-318.
    30. César Ducruet & Faraz Zaidi, 2012. "Maritime constellations: A complex network approach to shipping and ports," Post-Print halshs-00551207, HAL.
    31. Derudder, Ben & Witlox, Frank, 2008. "Mapping world city networks through airline flows: context, relevance, and problems," Journal of Transport Geography, Elsevier, vol. 16(5), pages 305-312.
    32. Wang, Jiaoe & Jin, Fengjun & Mo, Huihui & Wang, Fahui, 2009. "Spatiotemporal evolution of China's railway network in the 20th century: An accessibility approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(8), pages 765-778, October.
    33. César Ducruet & Theo E. Notteboom, 2012. "The worldwide maritime network of container shipping: Spatial structure and regional dynamics," Post-Print halshs-00538051, HAL.
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