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

机译:1979-2012年从复杂网络的角度看东南亚航空运输网络的发展结构

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摘要

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.
机译:本文提出了一种新颖的方法来调查和理解1979年至2012年期间东南亚航空运输网络(SAAN)的发展结构。我们的方法从复杂的网络角度捕获了主要的拓扑和空间变化。我们发现,SAAN结合了相对稳定的拓扑结构和不断变化的多层地理结构。统计分析表明,SAAN是一个无标度网络,具有越来越多的中心城市,并且自1996年以来一直具有小世界属性。此外,SAAN呈现出最近加剧的分散混合模式,这表明小城市的依赖性日益增加在中心辐射型配置上以实现更好的可访问性。分解分析用于将SAAN分解为分层的核心桥外围结构。核心层包括首都,最具经济活力的二级城市和旅游目的地。该核心层也紧密相连,其重心向北移动。尽管连接的城市数量在不断增加,但由偏远地区的城市组成的外围层却保持着较低的重要性,内部连通性也在下降。过渡层位于这两个极端之间,并且具有随时间变化的高波动性的特征。不同层次之间的联系和乘客增加,特别是1996年以后核心与桥梁之间的联系和乘客。在我们的讨论中,我们将这些变化追溯到东南亚的一系列社会经济和政治制度动态。

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