RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN >> 2016, Vol. 25 >> Issue (02): 190-198.doi: 10.11870/cjlyzyyhj201602003

Previous Articles     Next Articles

SPATIAL PATTERN ANALYSIS OF CHINA CONTAINER SHIPPING NETWORK ON COMPLEX THEORY

DU Chao1,2, WANG Jiao-e1, MO Hui-hui3   

  1. 1. Key Laboratory of Regional Sustainable Development Modeling/Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China;
    2. University of Chinese Academy of Sciences, Beijing 100049, China;
    3. China Academy of Civil Aviation Science and Technology, Beijing 100028, China
  • Received:2015-05-13 Revised:2015-09-15 Online:2016-02-20
  • Supported by:
    Fund project outstanding young talents of Geographical science and resources institute, Chinese academy of sciences (2011RC201)

Abstract: With the rapid development of container shipping in our country, the discussions on spatial pattern organization of container shipping network gradually became a new focus in the literature. Based on complex network theory, this research abstracted the Chinese container shipping network as a set of edges (linkages) connecting a set of nodes (cities) across 51 cities and 197 shipping routes. This paper assessed the spatial structure and topological structure of coastal container shipping network, and Yangtze River network respectively by the network evaluation index and centrality index. The results indicated that Chinese container shipping network was evolving to "Small-world" network and became increasingly complicated. Compared with coastal container shipping network, the Yangtze River network presented more advantages on transfer function rather than direct accessibility and relative accessibility through betweenness, degree centrality and closeness evaluation because of the limitation of channel and natural conditions. Guangzhouwas the port city linked to the most cities of China, with Shanghai occupying the second place. However, the latter city was the most accessible port city in China. Besides, the container capacity was correlated with three centrality indices, with betweenness the highest relevance and closeness the lowest. Qingdao, Tianjin and parts of ports with high capacity but low centrality showed that they mainly served their hinterlands. Meanwhile, those with high centrality but low capacity covered a wide range of network, while they generally had less volume on linkages.

Key words: container ports, shipping network, spatial pattern, complex theory, China

CLC Number: 

  • K92
[1] 王德荣, 莫辉辉. 典型国家交通运输发展历程及可资借鉴经验的研究[C]//王德荣. 中国交通运输中长期发展战略研究. 北京:中国市场出版社, 2014:26-43.
[2] 王成金, 于良. 世界集装箱港的形成演化及与国际贸易的耦合机制[J]. 地理研究, 2007, 26(3):557-568.[WANG C J, YU L. Formation and evolution of world container ports system and coupling mechanism with international trade networks[J]. Geographical Research, 2007, 26(3):557-568.]
[3] 莫辉辉, 王姣娥. 全球海运集装化历程及集装箱港口演化格局[C]//王德荣. 运输·物流·物流技术装备国际学术会议论文集. 北京:人民交通出版社, 2010:162-168.
[4] LEVINSON M. The Box:how the shipping container made the world smaller and the world economy bigger[M]. Princeton:Princeton University Press, 2006.
[5] RIMMER P J. The search for spatial regularities in the development of Australian seaports 1861-1961/2[J]. Geografiska Annaler. Series B, Human Geography, 1967, 49(1):42-54.
[6] HILLING D. The evolution of a port system-the case of Ghana[J]. Geography, 1977, 62(2):97-105.
[7] HAYUTH Y. Rationalization and deconcentration of the U.S. container port system[J]. The Professional Geographer, 1988, 40(3):279-288.
[8] HOYLE B, CHARLIER J. Inter-port competition in developing countries:an East African case study[J]. Journal of transport geography, 1995, 3(2):87-103.
[9] NOTTEBOOM T E, RODRIGUE J P. Port regionalization:towards a new phase in port development[J]. Maritime Policy & Management:The Flagship Journal of International Shipping and Port Research, 2005, 32(3):297-313.
[10] 曹有挥. 集装箱港口体系的演化模式研究——长江下游集装箱港口体系的实证分析[J]. 地理科学, 1999, 19(6):485-490.[CAO Y H. On the evolution model of the container port system-a case study of the lower Changjiang River container port system[J]. Scientia Geographica Sinica, 1999, 19(6):485-490.]
[11] WANG J J, SLACK B. The evolution of a regional container port system:the Pearl River Delta[J]. Journal of Transport Geography, 2000, 8(4):263-275.
[12] 韩增林. 集装箱港口运输体系的形成机制与布局研究[D]. 长春:东北师范大学博士学位论文, 2003.
[13] 曹有挥, 曹卫东, 金世胜, 等. 中国沿海集装箱港口体系的形成演化机理[J]. 地理学报, 2003, 58(3):424-432.[CAO Y H, CAO W D, JIN S S, et al. The evolution mechanism of the coastal container port system of China[J]. Acta Geographica Sinica, 2003, 58(3):424-432.]
[14] 王成金. 中国港口分布格局的演化与发展机理[J]. 地理学报, 2007, 62(8):809-820.[WANG C J. Evolution and developing mechanism of port distribution system in China[J]. Acta Geographica Sinica, 2007, 62(8):809-820.]
[15] 韩增林, 安筱鹏, 王利, 等. 中国国际集装箱运输网络的布局与优化[J]. 地理学报, 2002, 57(4):479-488.[HAN Z L, AN X P, WANG L, et al. Distribution and optimization of container transportation network in China[J]. Acta Geographica Sinica, 2002, 57(4):479-488.]
[16] 徐骅, 金凤君, 王成金. 集装箱环球航线的枢纽区位优化[J]. 地理学报, 2008, 63(6):593-602.[XU H, JIN F J, WANG C J. Optimization of the locations of hub-ports in round-the-world container service[J]. Acta Geographica Sinica, 2008, 63(6):593-602.]
[17] VEENSTRA A, NOTTEBOOM T. The development of the Yangtze River container port system[J]. Journal of Transport Geography, 2011, 19(4):772-781.
[18] SONG D W. Regional container port competition and co-operation:the case of Hong Kong and South China[J]. Journal of Transport Geography, 2002, 10(2):99-110.
[19] 董洁霜, 范炳全. 长江三角洲主要集装箱港口扩张与竞争[J]. 人文地理, 2002, 17(6):66-70.[DONG J S, FAN B Q. The main container ports expansion and competition in the Yangtze delta[J]. Human Geography, 2002, 17(6):66-70.]
[20] 曹有挥, 李海建, 陈雯. 中国集装箱港口体系的空间结构与竞争格局[J]. 地理学报, 2004, 59(6):1020-1027.[CAO Y H, LI H J, CHEN W. The Spatial structure and the competition pattern of the container port system of China[J]. Acta Geographica Sinica, 2004, 59(6):1020-1027.]
[21] 王成金, 金凤君. 中国海上集装箱运输的组织网络研究[J]. 地理科学, 2006, 26(4):392-401.[WANG C J, JIN F J. Organization networks of Chinese marine container transportation[J]. Scientia Geographica Sinica, 2006, 26(4):392-401.]
[22] 王成金. 全球集装箱航运的空间组织网络[J]. 地理研究, 2008, 27(3):636-648.[WANG C J. Spatial organization networks of world marine container transportation[J]. Geographical Research, 2008, 27(3):636-648.]
[23] WANG C J, WANG J E. Spatial pattern of the global shipping network and its hub-and-spoke system[J]. Research in Transportation Economics, 2011, 32(1):54-63.
[24] DUCRUET C. Mapping Global Urban Interactions:maritime flows and port hierarchies since the Late Nineteenth Century[EB/OL].[2014-10-23] http://www.lboro.ac.uk/gawc/rb/rb429.html.
[25] COMTOIS C. The integration of China's port system into global container shipping[J]. GeoJournal, 1999, 48(1):35-42.
[26] NOTTEBOOM T, RODRIGUE J P. Containerisation, box logistics and global supply chains:the integration of ports and liner shipping Networks[J]. Maritime Economics & Logistics, 2008, 10(1/2):152-174.
[27] 莫辉辉, 王姣娥, 金凤君. 交通运输网络的复杂性研究[J]. 地理科学进展, 2008, 27(6):112-120.[MO H H, WANG J E, JIN F J. Complexity perspectives on transportation network[J]. Progress in Geography, 2008, 27(6):112-120.]
[28] 胡一竑. 基于复杂网络的交通网络复杂性研究[D]. 上海:复旦大学博士学位论文, 2008.[HU Y H. Analysis of complex transportation networks[D]. Shanghai:Doctor Dissertation of Fudan University, 2008.]
[29] 莫辉辉, 王姣娥. 复杂交通网络:结构、过程与机理[M]. 北京:经济管理出版社, 2012.
[30] 王姣娥, 莫辉辉, 金凤君. 中国航空网络空间结构的复杂性[J]. 地理学报, 2009, 64(8):899-910.[WANG J E, MO H H, JIN F J. Spatial structural characteristics of Chinese aviation network based on complex network theory[J]. Acta Geographica Sinica, 2009, 64(8):899-910.]
[31] 莫辉辉, 金凤君, 刘毅, 等. 机场体系中心性的网络分析方法与实证[J]. 地理科学, 2010, 30(2):204-212. MO H H, JIN F J, LIU Y, et al. Network analysis on centrality of airport system[J]. Scientia Geographica Sinica, 2010, 30(2):204-212.
[32] 田炜, 邓贵仕, 武佩剑, 等. 世界航运网络复杂性分析[J]. 大连理工大学学报, 2007, 47(4):605-609.[TIAN W, DENG G S, WU P J, et al. Analysis of complexity in global shipping network[J]. Journal of Dalian University of Technology, 2007, 47(4):605-609.]
[33] XU X P, HU J H, LIU F. Empirical analysis of the ship-transport network of China[J]. Chaos, 2007, 17(2):23129.
[34] KALUZA P, KÖLZSCH A, GASTNER M T, et al. The complex network of global cargo ship movements[J]. Journal of the Royal Society Interface, 2010, 7(48):1093-1103.
[35] WOOLLEY-MEZA O, THIEMANN C, GRADY D, et al. Complexity in human transportation networks:a comparative analysis of worldwide air transportation and global cargo-ship movements[J]. The European Physical Journal B, 2011, 84(4):589-600.
[36] WANG Y H, CULLINANE K. Measuring container port accessibility:an application of the principal eigenvector method (PEM)[J]. Maritime Economics & Logistics, 2008, 10(1/2):75-89.
[37] 中国港口协会. 中国港口年鉴1999[M]. 上海:中国港口杂志社, 1999.
[38] 中国港口协会. 中国港口年鉴2013[M]. 上海:中国港口杂志社, 2013.
[39] WANG J E, MO H H, WANG F H, et al. Exploring the network structure and nodal centrality of China's air transport network:a complex network approach[J]. Journal of Transport Geography, 2011, 19(4):712-721.
[40] KANSKY K J. Structure of transportation networks:relations between network geometry and regional characteristics[D]. Chicago:Doctor Dissertation of University of Chicago, 1963.
[41] TAAFFE E J, GAUTHIER H L Jr, O'KELLY M E. Geography of transportation[M]. 2nd ed. New Jersey:Prentice Hall, 1996.
[42] BLACK W R. Transportation:a geographical analysis[M]. New York:The Guilford Press, 2003.
[43 RODRIGUE J P, COMTOIS C, SLACK B. The geography of transport systems[M]. 3rd ed. London and New York:Routledge, 2013.
[44] SCOTT J. Social network analysis:a handbook[M]. 2nd ed. London:SAGA Publications, 2000.
[45] WASSERMAN S, FAUST K. Social network analysis:methods and applications[M]. Cambridge:Cambridge University Press, 1994.
[46] DUCRUET C, LUGO I. Structure and dynamics of transportation networks:models, methods and applications[M]//RODRIGUE J P, NOTTEBOOM T, SHAW J. The SAGE handbook of transport studies, SAGE. London:SAGE Publications, 2013:347-364.
[1] LIU Jinke, HAN Guilin, YANG Kunhua, LIU Man. Temporal and Spatial Variations of Dissolved Carbon in the Jiulongjiang River Basin [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2018, 27(11): 2578-2587.
[2] YAN Fu-li, ZOU Yi-zhao, WANG Shi-xin, ZHOU Yi, ZHU Jin-feng. STUDY OF THE SPATIAL PATTERN OF ACCESSIBILITY FOR DIFFERENT TRANSPORTATION MODES IN CHINA [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(06): 806-815.
[3] LANG Deng-xiao, SHI Jia-qi, ZHENG Jiang-kun, LIAO Feng, MA Xing, WANG Wen-wu, CHEN Yi-fan. SPATIAL AND TEMPORAL VARIATIONS OF POTENTIAL EVAPOTRANSPIRATION IN SOUTHWESTERN CHINA FROM 1962 TO 2013 [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(06): 945-954.
[4] WU Xiao-jing, DU De-bin, XIAO Gang, GUAN Ming-ming. THE TEMPORAL AND SPATIAL EVOLUTION OF CITY INNOVATION CAPABILITY DIFFERENCES INTHE YANGTZE RIVER ECONOMIC BELT ON THE NUMBERS OF PATENTS [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(04): 490-499.
[5] KONG Feng, LIU Fan, LU Li-li, FANG Jian, FANG Jia-yi, SHI Pei-jun, GUO Jian-ping. RESEARCH ON SPATIOTEMPORAL PATTERN OF LARGE-SCALE REGIONAL HEAVY RAINFALL IN CHINA FROM 1961 TO 2010 [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(04): 631-640.
[6] XIA Hao, YUAN Shao-feng, YANG Li-xia. EVOLUTION OF SPATIAL PATTERN OF LAND ECONOMIC BENEFIT AND ITS DRIVING FACTORS IN ZHEJIANG PROVINCE ON COUNTY SCALE [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(03): 341-349.
[7] PAN Jing-hu, ZHANG Jian-hui. SPATIAL-TEMPORAL PATTERN AND ITS DRIVING FORCES OF PER CAPITAL GRAIN POSSESSION IN CHINA [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(03): 410-418.
[8] XIANG Long, LIU Ping-hui, YANG Ying-ya. CONTAMINATION CHARACTERISTICS AND HEALTH RISK ASSESSMENT OF RADIONUCLIDE URANIUM IN RICE OF A URANIUM MINE IN EAST CHINA [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(03): 419-427.
[9] CAO Xian-lei, ZHANG Ying, SHI Xiao-liang, SHAN Yong-juan. STUDY ON THE DYNAMIC VALUE OF CARBON SEQUESTRATION OF BAMBOO FORESTATION PROJECT IN CCER MARKET AND ITS SENSITIVITY [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(02): 247-256.
[10] XU Hui, WANG Quan-fang, LI Jia-yong, ZHANG Jing-xiong, SUN Pei. VARIATION OF STAPLE CROPS' SPATIAL PATTERN IN CHINA SINCE 1980 a [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2017, 26(01): 55-66.
[11] AO Rong-jun, JIANG Liang, Zhang Tao, LIU Qiao-yu. SPATIAL DISTRIBUTION OF IMMIGRANTS AT COUNTY LEVEL AND ITS DETERMINING MECHANISM IN HUBEI PROVINCE [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(11): 1672-1678.
[12] HU Xiao-fei, FU Chun, CHEN Fu-Sheng, YANG Li. STUDY ON THE STANDARD OF REGIONAL ECOLOGICAL COMPENSATION AND THE SPATIAL TEMPORAL PATTERN BASED ON WATER FOOTPRINT [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(09): 1430-1437.
[13] YANG Li-ting, LIU Da-jun, ZHAO Yue, HU Jing, ZHANG Xiang. SPATIAL PATTERN AND ACCESSIBILITY OF THE FOREST PARKS IN URBAN AGGLOMERATION IN THE MIDDLE REACHES OF THE YANGTZE RIVER [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(08): 1228-1237.
[14] LIU Jun, LI Yun-yun, LIN Chu, WANG Jia-qing, QIAO Zhi, GE Quan-sheng. SPATIAL PATTERN OF THE TOURISM RESOURCES OF YANGTZE RIVER TOURISM BELT [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(07): 1009-1015.
[15] LI Jun, WANG Zhao-li, HUANG Ze-qin, ZHONG Rui-da, ZHUO Sheng-feng, CHEN Xi-xian. SPATIAL AND TEMPORAL VARIATIONS OF METEOROLOGICAL DROUGHT BASED ON THE SPEI IN SOUTHWEST CHINA [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(07): 1142-1149.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] LI Na,XU You-peng,CHEN Shuang. INFLUENCE OF URBANIZATION ON PRECIPITATION IN SUZHOU CITY[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2006, 15(3): 335 -339 .
[2] SUN Weixia, ZHAO Yongcun, HUANG Biao, LIAO Jingjing, WANG Zhigang, WANG Hongjie. SPATIAL VARIABILITY OF SELENIUM IN SOIL ENVIRONMENT AND  ITS CORRELATION WITH HUMAN HEALTH IN THE YANGTZE RIVER DELTA OF CHINA[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2008, 17(1): 113 .
[3] HU Da-wei, BIAN Xin-min, XU Quan. DISTRIBUTION AND EVALUATION OF SOIL HEAVY METALS BASED ON ARTIFICIAL NEURAL NETWORKS[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2006, 15(4): 475 -479 .
[4] ZHANG Jie,ZHANG Zhibin,Sun Xinxin. MAIN ENVIRONMENT PROBLEMS IN EXPLOITATION OF MINERAL RESOURCES IN YUNNAN PROVINCE[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2006, 15(Sup1): 61 -65 .
[5] SHI Lian-qiang, LI Jiu-fa, YING Ming, ZUO Shu-hua, XU Hai-gen. EVOLUTIONAL PROCESS IN MEIMAOSHA OF THE YANGTZE RIVER ESTUARY AND ITS RESPONSE TO RESERVOIR PROJECT[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2006, 15(4): 458 -464 .
[6] ,ZOU Xiaobing,ZENG Ting,TRINA MACKIE,XIAO Shangyou,XIA Zhining,,|. CHARACTERISTICS OF PHYTOPLANKTON AND WATER POLLUTION IN LOWER REACHES OF JIALING RIVER IN SPRING[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2008, 17(4): 612 .
[7] ZHANG Dai-jun,XU Dan-yu,REN Hong-yang,CAO Hai-bing, ZHENG Min, LIU Hui-qiang. PROBLEMS IN RELATION TO CONTROL OF WATER POLLUTION IN THE THREE GORGES′ RESERVOIR IN THE YANGTZE RIVER[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2005, 14(5): 605 -610 .
[8] HUANG Feng-| WEI Lang, LI Lei, SHU Wei. CUMULATIVE EFFECTS OF WATER TEMPERATURE BY CASCADE HYDROPOWER STATIONS BUILT ON UPPER AND MIDDLE REACHES OF THE WUJIANG RIVER[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2009, 18(4): 337 .
[9] HU Hong-Xin, Zhang-Yan-Yan, He-Wei, Tian-Rong, Zhong-Xin, Han-Shi-Song, Li-Sai-Sai, Wang-Dun-Jie-Chen-Wen-Fang, Yang-Yang, Chen-Chi, Deng-Han, Wen-Yang, Cui-Ya-Ting, Li-Qian,  Wang-Xuan, Bang-Jing-Jing, Gao-Xin, Tang-Xi. ON THE PURIFICATION EFFECTS OF THE SPHAGNUM WETLAND ON Cd(Ⅱ)|Cu(Ⅱ)|Pb(Ⅱ)|Zn(Ⅱ) IN DAJIUHU BASIN OF SHENNONGJIA MOUNTAINS
 
[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2009, 18(11): 1050 .
[10] WANG Zhao-Lei-, He-Xin-Qi-. GOVERNING THE NATURE CALAMITY OF HUBEI PROVINCE AND LESSONS IN THE LATE QING DYNASTY[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2009, 18(11): 1080 .