Lu, MengyuanPerez, Edgar JimenezMason, Keith2025-06-052025-06-052025-07-01Lu M, Perez EJ, Mason K. (2025) Complex network analysis of China's integrated air-high-speed rail network: topological characteristics, centrality measures, and cluster analysis. Journal of Transport Geography, Volume 127, July 2025, Article number 1042920966-6923https://doi.org/10.1016/j.jtrangeo.2025.104292https://dspace.lib.cranfield.ac.uk/handle/1826/23989This paper presents a comprehensive complex network analysis of China's integrated air-High-Speed Rail (HSR) network by constructing a directed weighted network and comparing its complex characteristics with its sub-networks. The findings reveal that, beyond small-world properties, the networks exhibit broad-scale characteristics with a rapid decline in degree distribution, deviating from the traditional scale-free model due to operational constraints and market saturation. Centrality analysis highlights the rising importance of secondary hubs, such as Xi'an, Kunming, and Zhengzhou, as strategic transit points linking urban centres and peripheral regions. The integrated network achieves enhanced efficiency through hybrid modularity, combining the aviation network's centralised structure with the HSR network's corridor-focused design. While this integration fosters economic connectivity and regional development, resilience challenges emerge due to reliance on high-centrality nodes. These findings offer implications for intermodal transport planning and regional development.enAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/3509 Transportation, Logistics and Supply Chains33 Built Environment and Design35 Commerce, Management, Tourism and Services11 Sustainable Cities and CommunitiesLogistics & Transportation3304 Urban and regional planning4406 Human geographyComplex network analysis of China's integrated air-high-speed rail network: topological characteristics, centrality measures, and cluster analysisArticle673319104292127