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The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012
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 combi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7127681/ https://www.ncbi.nlm.nih.gov/pubmed/32288377 http://dx.doi.org/10.1016/j.jtrangeo.2018.02.010 |
_version_ | 1783516413501112320 |
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author | Dai, Liang Derudder, Ben Liu, Xingjian |
author_facet | Dai, Liang Derudder, Ben Liu, Xingjian |
author_sort | Dai, Liang |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7127681 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71276812020-04-08 The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012 Dai, Liang Derudder, Ben Liu, Xingjian J Transp Geogr Article 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. Elsevier Ltd. 2018-04 2018-03-02 /pmc/articles/PMC7127681/ /pubmed/32288377 http://dx.doi.org/10.1016/j.jtrangeo.2018.02.010 Text en © 2018 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Dai, Liang Derudder, Ben Liu, Xingjian The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012 |
title | The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012 |
title_full | The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012 |
title_fullStr | The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012 |
title_full_unstemmed | The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012 |
title_short | The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012 |
title_sort | evolving structure of the southeast asian air transport network through the lens of complex networks, 1979–2012 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7127681/ https://www.ncbi.nlm.nih.gov/pubmed/32288377 http://dx.doi.org/10.1016/j.jtrangeo.2018.02.010 |
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