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Drawing topological properties from a multi-layered network: The case of an air transport network in "the Belt and Road" region

文献类型：期刊论文

作者Zhang, Lu1,3,4,5,7; Du Hongru1,3; Zhao Yannan2,3; De Maeyer, Philippe4,5,7; Dessein, Bart6; Zhang, Xiaolei1,3
刊名HABITAT INTERNATIONAL
出版日期2019-11-01
卷号93页码:11
关键词The Belt and Road Air transport Topology Multi-layered network Core and bridge layers Complex networks
ISSN号0197-3975
DOI10.1016/j.habitatint.2019.102044
通讯作者Du Hongru(duhongru@sina.com) ; Zhao Yannan(zhaoyn.16b@igsnrr.ac.cn)
英文摘要In the last few years, theoretical studies have examined a variety of topological properties in single-layered transport systems. One outstanding question concerns how topological properties would be presented in a multi layered network. This paper aims to address this issue with the help of real data from "the Belt and Road" (the B&R) region. The air transport network in this region was selected as a case study because of its associated demand for, and cooperation with, air transportation. Algorithms for the analysis of complex networks have enabled us to quantify the complexity and understand the rationale behind topological and multi-layered structures. The multi-layered network in the B&R region is divided into core, bridge and periphery layers, with the application of k-core decomposition. The results show that: (1) the air transport network in the B&R region involves small-world network features; (2) the multi-layered network has strong connectivity within and between the core and bridge layers, with the core layer containing most of the cities in eastern China, Bangkok and Seoul; and (3) the topological features that are present in the air transport network mainly result from the connections within and between the core and bridge layer, rather than the connections within the periphery layer and between the other layers. Displaying the topological properties in multi-layered networks is of great importance in obtaining a greater understanding of the interactions of nodes and connections between the layers. In considering the existing lay-out of routes, this paper also suggests appropriate policies by presenting future airline strategies for the B&R region.
WOS关键词INTERNATIONAL TOURISM ; WORLD ; LIBERALIZATION ; CENTRALITY ; GEOGRAPHY ; EVOLUTION ; SYSTEM
资助项目main service project of characteristic institute, Chinese Academy of Sciences[TSS-2015-014-FW-3-3]
WOS研究方向Development Studies ; Environmental Sciences & Ecology ; Public Administration ; Urban Studies
语种英语
WOS记录号WOS:000497890900006
出版者PERGAMON-ELSEVIER SCIENCE LTD
资助机构main service project of characteristic institute, Chinese Academy of Sciences
源URL[http://ir.igsnrr.ac.cn/handle/311030/130452]  
专题中国科学院地理科学与资源研究所
通讯作者Du Hongru; Zhao Yannan
作者单位1.Chinese Acad Sci, Dept Human Earth Syst & Reg Dev, Xinjiang Inst Ecol & Geog, Urumqi 830011, Peoples R China
2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
4.Univ Ghent, Dept Geog, B-9000 Ghent, Belgium
5.Sino Belgian Joint Lab Geoinformat, Urumqi 830011, Peoples R China
6.Univ Ghent, Fac Arts & Philosophy, B-9000 Ghent, Belgium
7.Sino Belgian Joint Lab Geoinformat, B-9000 Ghent, Belgium
推荐引用方式
GB/T 7714		 Zhang, Lu,Du Hongru,Zhao Yannan,et al. Drawing topological properties from a multi-layered network: The case of an air transport network in "the Belt and Road" region[J]. HABITAT INTERNATIONAL,2019,93:11.
APA Zhang, Lu,Du Hongru,Zhao Yannan,De Maeyer, Philippe,Dessein, Bart,&Zhang, Xiaolei.(2019).Drawing topological properties from a multi-layered network: The case of an air transport network in "the Belt and Road" region.HABITAT INTERNATIONAL,93,11.
MLA Zhang, Lu,et al."Drawing topological properties from a multi-layered network: The case of an air transport network in "the Belt and Road" region".HABITAT INTERNATIONAL 93(2019):11.

入库方式： OAI收割

来源：地理科学与资源研究所

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