Acta Geographica Sinica ›› 2017, Vol. 72 ›› Issue (6): 1032-1048.doi: 10.11821/dlxb201706007
• Urban Research • Previous Articles Next Articles
Ziyu ZHAO1(), Ye WEI2, Ruiqiu PANG2, Shijun WANG2, Zhangxian FENG2(
)
Received:
2016-05-10
Revised:
2017-03-15
Online:
2017-06-25
Published:
2017-06-25
Supported by:
Ziyu ZHAO, Ye WEI, Ruiqiu PANG, Shijun WANG, Zhangxian FENG. Alter-based centrality and power of Chinese city network using inter-provincial population flow[J].Acta Geographica Sinica, 2017, 72(6): 1032-1048.
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Tab. 1
Statistical table of clusters in city network
簇 | 覆盖省份 | 主要城市 | 数量(个) |
---|---|---|---|
0 | 四川 西藏 新疆 贵州 青海 云南 | 重庆 成都 昆明 贵阳 乌鲁木齐 拉萨 | 70 |
1 | 河北 黑龙江 吉林 辽宁 内蒙古 山东 山西 河南 | 北京 天津 沈阳 哈尔滨 长春 济南 太原 | 74 |
2 | 黑龙江西北 | 齐齐哈尔 呼伦贝尔 兴安盟 大兴安岭 | 6 |
3 | 广东 福建 湖南 湖北 江西 海南 河南 | 广州 深圳 武汉 东莞 郑州 长沙 赣州 南昌 厦门 | 82 |
4 | 江苏 上海 浙江 安徽 河南 | 上海 苏州 南京 杭州 合肥 宁波 温州 上饶 常州 | 44 |
5 | 山西 陕西 河南 内蒙古 甘肃 宁夏 青海 | 西安 玉林 鄂尔多斯 兰州 银川 | 49 |
6 | 山东 | 徐州 宿州 临沂 菏泽 | 12 |
Tab. 3
Directed centrality and power for selected cities
位序 | 城市 | AC | AP | 位序 | 城市 | AC | AP | 位序 | 城市 | AC | AP |
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 北京 | 1.000 | 1.000 | 11 | 武汉 | 0.139 | 0.123 | 21 | 嘉兴 | 0.078 | 0.060 |
2 | 上海 | 0.698 | 0.650 | 12 | 西安 | 0.124 | 0.128 | 22 | 邯郸 | 0.078 | 0.073 |
3 | 天津 | 0.379 | 0.344 | 13 | 成都 | 0.114 | 0.095 | 23 | 无锡 | 0.073 | 0.067 |
4 | 重庆 | 0.281 | 0.332 | 14 | 徐州 | 0.109 | 0.123 | 24 | 合肥 | 0.072 | 0.058 |
5 | 苏州 | 0.265 | 0.229 | 15 | 郑州 | 0.096 | 0.083 | 25 | 唐山 | 0.063 | 0.045 |
6 | 广州 | 0.196 | 0.235 | 16 | 东莞 | 0.091 | 0.131 | 26 | 宁波 | 0.061 | 0.055 |
7 | 杭州 | 0.173 | 0.160 | 17 | 沧州 | 0.085 | 0.071 | 27 | 哈尔滨 | 0.057 | 0.069 |
8 | 深圳 | 0.167 | 0.199 | 18 | 石家庄 | 0.085 | 0.077 | 28 | 赣州 | 0.057 | 0.062 |
9 | 南京 | 0.159 | 0.192 | 19 | 长沙 | 0.084 | 0.080 | 29 | 沈阳 | 0.056 | 0.079 |
10 | 廊坊 | 0.153 | 0.100 | 20 | 保定 | 0.080 | 0.062 | 30 | 佛山 | 0.054 | 0.092 |
Tab. 4
City hierarchy table
等级 | 类别 | 中心性值域 | 控制力值域 | 城市(数量/个) |
---|---|---|---|---|
国家级 | 典型城市 | 0.380~1.000 | 0.345~1.000 | 北京 上海(2) |
区域级 | 典型城市 | 0.125~0.379 | 0.132~0.344 | 天津 重庆 苏州 广州 杭州 深圳 南京(7) |
枢纽城市 | 0.125~0.379 | 0~0.131 | 武汉 廊坊(2) | |
门户城市 | 0~0.124 | 0.132~0.344 | ||
地方级 | 典型城市 | 0.032~0.124 | 0.034~0.131 | 成都 西安 徐州 郑州 东莞 佛山 长沙 石家庄 无锡 合肥 哈尔滨 沈阳 南宁 济南 昆明 青岛 长春 张家口 大连等(52) |
枢纽城市 | 0.032~0.124 | 0~0.033 | 宣城 邢台 泸州 洛阳 贵阳 南通 福州 泉州 衡阳 九江(10) | |
门户城市 | 0~0.031 | 0.034~0.131 | 兰州 中山 邵通 呼伦贝尔 通辽 银川(6) | |
地方性 | 边缘城市 | 0~0.031 | 0~0.033 | 银川 四平 梧州 秦皇岛 湛江 郴州 连云港 济宁 扬州等(258) |
[1] |
Henderson J, Dicken P, Martin H et al. Global production networks and the analysis of economic development. Review of International Political Economy, 2002, 9(3): 436-464.
doi: 10.1080/09692290210150842 |
[2] |
Jacobs W, Koster H, Hall P.The Location and Global Network Structure of Maritime Advanced Producer Services. Urban Studies, 2011, 48(13): 2749-2769.
doi: 10.1177/0042098010391294 |
[3] | Zhao Miaoxi, Liu Zheng.Research on China's city network based on production service industry. City Planning Review, 2012, 36(9): 23-28, 38. |
[赵渺希, 刘铮. 基于生产性服务业的中国网络研究, 城市规划, 2012, 36(9): 23-28, 38.] | |
[4] | Derudder B, Witlox F, Faulconbridge J, et al.Airline data for global city network research: reviewing and refining existing approaches. Geojournal, 2008, 71(1): 5-18. |
[5] | Wu Kang, Fang Chuanglin, Zhao Miaoxi, et al.The intercity space of flow influenced by high-speed rail: A case study for the rail transit passenger behavior between Beijing and Tianjin. Acta Geographica Sinica, 2013, 68(2): 159-174. |
[吴康, 方创琳, 赵渺希, 等. 京津城际高速铁路影响下的跨城流动空间特征. 地理学报, 2013, 68(2): 159-174.] | |
[6] |
Matthiessen C W, Schwarz A W, Find S.World Cities of Scientific Knowledge: Systems, Networks and Potential Dynamics. An Analysis Based on Bibliometric Indicators. Urban Studies, 2010, 47(9): 1879-1897.
doi: 10.1177/0042098010372683 |
[7] |
Li Dandan, Wang Tao, Yehua Dennis WEI, et al.Spatial and temporal complexity of scientific knowledge network and technological knowledge network on China's urban scale. Geographical Research, 2015, 34(3): 525-540.
doi: 10.11821/dlyj201503011 |
[李丹丹, 汪涛, 魏也华, 等. 中国城市尺度科学知识网络与技术知识网络结构的时空复杂性. 地理研究, 2015, 34(3): 525-540.]
doi: 10.11821/dlyj201503011 |
|
[8] |
Taylor P J.The new geography of global civil society: NGOs in the world city network. Globalizations, 2004, 1(2): 265-277.
doi: 10.1080/1474773042000308604 |
[9] | Friedmann J.The world city hypothesis. Development and Change, 1986, 17: 69-84. |
[10] |
Alderson A, Beckfield J.Power and position in the world city system, American Journal of Sociology, 2004, 109(4): 811-851.
doi: 10.1086/378930 |
[11] | Taylor P.World City Network: A Global Urban Analysis. London: Routledge. 2004 |
[12] |
Bonacich P.Power and Centrality: A Family of Measures. American Journal of Sociology, 1987, 92(5): 1170-1182.
doi: 10.1086/228631 |
[13] |
Mahutga M C, Ma X, Smith D A, et al.Economic globalisation and the structure of the world city system: The case of airline passenger data. Urban Studies, 2010, 47(9): 1925-1947.
doi: 10.1177/0042098010372684 |
[14] |
Taylor P J, Walker D R F, Catalano G, et al. Diversity and power in the world city network. Cities, 2002, 19(4): 231-241.
doi: 10.1016/S0264-2751(02)00020-3 |
[15] |
Ma Xiulian, Michael F Timberlake.Identifying China's leading world city: A network approach. GeoJournal, 2008, 71(1): 19-35.
doi: 10.1007/s10708-008-9146-8 |
[16] |
Cook K S, Yamagishi T.The distribution of power in exchange networks: Theory and experimental results. American Journal of Sociology, 1983, 89(2): 275-305.
doi: 10.1086/227866 |
[17] | Emerson R M.Power-dependence relations. American Sociological Review, 1962, 27(1): 31-41. |
[18] |
Zachary Neal.Differentiating centrality and power in the world city network. Urban Studies, 2011, 48(13): 2733-2748.
doi: 10.1177/0042098010388954 |
[19] |
Zachary Neal.Does world city network research need eigenvectors? Urban Studies, 2013, 3(12): 1-12.
doi: 10.1177/0042098013477702 |
[20] |
Boyd J P, Mahutga M C, Smith D A.Measuring centrality and power recursively in the world city network: A reply to Neal. Urban Studies, 2013, 50(8): 1641-1647.
doi: 10.1177/0042098012466599 |
[21] |
Cihák M, Scuzzarella R, Muñoz S.The bright and the dark side of cross-border banking linkages. Czech Journal of Economics & Finance, 2011, 11(186): 200-225.
doi: 10.5089/9781462309269.001 |
[22] | Yin Hongling, Wu Zhiqiang, Yang Ting.Review and enlightenment of the method to measure the world city network of Zachary Neal. Urban Planning International, 2014, 29(6): 110-113. |
[尹宏玲, 吴志强, 杨婷. 扎克瑞尼尔世界城市网络测度方法评述及其启示. 国际城市规划, 2014, 29(6): 110-113.] | |
[23] | Zhu Chasong, Wang De, Luo Zhendong.Centrality and power: A method of analyzing city network spatial structure. Urban Planning Forum, 2014(4): 24-30. |
[朱查松, 王德, 罗震东. 中心性与控制力: 长三角城市网络结构的组织特征及演化: 企业联系的视角. 城市规划学刊, 2014(4): 24-30.] | |
[24] |
Wang Cheng, Wang Maojun, Chai Qing.The relationship between centrality and power in the city network. Acta Geographica Sinica, 2015, 70(12): 1953-1972.
doi: 10.11821/dlxb201512008 |
[王成, 王茂军, 柴箐. 城市网络地位与网络权力的关系: 以中国汽车零部件交易链接网络为例. 地理学报, 2015, 70(12): 1953-1972.]
doi: 10.11821/dlxb201512008 |
|
[25] |
Haas H D.Migration and development: A theoretical perspective. International Migration Review, 2010, 44(1):227-264.
doi: 10.1111/j.1747-7379.2009.00804.x pmid: 26900199 |
[26] | Zhu Yu, Lin Liyue.Studies on the temporal processes of migration and their spatial effects in China: Progress and Prospect. Scientia Geographica Sinica, 2016, 36(6): 820-828. |
[朱宇, 林李月. 中国人口迁移流动的时间过程及其空间效应研究: 回顾与展望. 地理科学, 2016, 36(6): 820-828.] | |
[27] | Chi Renyong.The formation, structure and function of regional innovative network of small and medium-sized enterprises: A case study of Zhejiang province. Management World, 2005(10): 102-112. |
[池仁勇. 区域中小企业创新网络形成、结构属性与功能提升: 浙江省市政考察. 管理世界, 2005(10): 102-112.] | |
[28] | Ma Xueguang, Li Guicai.Study on world city network theory within global space of flow. Economic Geography, 2011, 31(10): 1630-1637. |
[马学广, 李贵才. 全球流动空间中的当代世界城市网络理论研究. 经济地理, 2011, 31(10): 1630-1637.] | |
[29] |
Beaverstock J V, Smith R G, Taylor P J.World-city network: A new metageography? Annals of the American Association of Geographers, 2000, 90(1): 123-134.
doi: 10.1111/0004-5608.00188 |
[30] |
Liu X, Neal Z, Derudder B.Featured graphic: City networks in the United States: A comparison of four models. Environment and PlanningA, 2012, 44(2): 255-256.
doi: 10.1068/a44496 |
[31] |
Ke Wenqian, Yu Zhaoyuan, Chen Wei, et al.Architecture and key issues for human space- time behavior data observation. Geographical Research, 2015, 34(2): 373-383.
doi: 10.11821/dlyj201502016 |
[柯文前, 俞肇元, 陈伟, 等.人类时空行为数据观测体系架构及其关键问题. 地理研究. 2015, 34(2): 373-383.]
doi: 10.11821/dlyj201502016 |
|
[32] |
Timberlake M, Wei Y D, Ma X, et al.Global cities with Chinese characteristics. Cities, 2014, 41: 162-170.
doi: 10.1016/j.cities.2014.02.009 |
[33] |
Chen S, Zhou S.Recursive mechanism: Towards node differential privacy and unrestricted joins. Computer Science, 2013: 653-664.
doi: 10.1145/2463676.2465304 |
[34] | Wang Cheng, Guan Rong, Wang Huiwen.Coverage-rate-based recursive K-means clustering method: An application of location problem in emergency system. Mathematics in Practice and Theory, 2016. |
[35] | Sun Y, Li Z, Wang D.Hamiltonicity and Pancyclicity of binary recursive networks//International Symposium on Parallel and Distributed Processing and Applications. Berlin and Heidelberg: Springer, 2007: 786-796. |
[36] | Lu Zhao, Li Xiong, Shan Xue.Global recursive based node importance evaluation. Advanced Data Mining and Applications, 2016. |
[37] |
Norman M.A recursive method for traffic management through a complex path network. Simulation Conference, 2003, 1: 537-541.
doi: 10.1109/WSC.2002.1172928 |
[38] | |
[39] | |
[40] | Wei Ye, Xiu Chunliang, Liu Zhimin, et al.Spatial pattern of city network in transitional China based on the population flows in "Chunyun" period. Scientia Geographica Sinica, 2016, 36(1): 1-7. |
[魏冶, 修春亮, 刘志敏, 等. 春运人口流动透视的转型期中国城市网络结构. 地理科学, 2016, 36(1): 1-7.] | |
[41] | Liu Wangbao, Shi Enming.Spatial pattern of population daily flow among cities based on ICT: A case study of "Baidu Migration". Acta Geographica Sinica, 2016, 71(10): 1667-1679. |
[刘望保, 石恩名. 基于ICT的中国城市间人口日常流动空间格局: 以百度迁徙为例. 地理学报, 2016, 71(10): 1667-1679.] | |
[42] |
Meo P D, Ferrara E, Fiumara G, et al.Fast unfolding of communities in large networks. Journal of Statistical Mechanics Theory & Experiment, 2008(10): 155-168.
doi: 10.1088/1742-5468/2008/10/P10008 |
[43] |
Chen Wei, Xiu Chunliang, Ke Wenqian, et al.Hierarchical structures of China's city network from the perspective of multiple traffic flows. Geographical Research, 2015, 34(11): 2073-2083.
doi: 10.11821/dlyj201511006 |
[陈伟, 修春亮, 柯文前, 等. 多元交通流视角下的中国城市网络层级特征. 地理研究, 2015, 34(11): 2073-2083.]
doi: 10.11821/dlyj201511006 |
|
[44] |
Wu Kang, Fang Chuanglin, Zhao Miaoxi.The spatial organization and structure complexity of Chinese intercity networks. Geographical Research, 2015, 34(4): 711-728.
doi: 10.11821/dlyj201504010 |
[吴康, 方创琳, 赵渺希. 中国城市网络的空间组织及其复杂性结构特征. 地理研究, 2015, 34(4): 711-728.]
doi: 10.11821/dlyj201504010 |
|
[45] |
Zachary Neal.Structural determinism in the interlocking world city network. Geographical Analysis, 2012, 44: 162-170.
doi: 10.1111/j.1538-4632.2012.00843.x |
[46] | Knoke D.Political Networks: The Structural Perspective. Cambridge: Cambridge University Press, 1994. |
[47] |
Derudder B, Timberlake M, Witlox F.Introduction: Mapping changes in urban systems. Urban Studies, 2010, 47(9): 1835-1841.
doi: 10.1177/0042098010373504 |
[48] |
Hesse M.Cities, material flows and the geography of spatial interaction: Urban places in the system of chains. Global Networks, 2010, 10(1): 75-91.
doi: 10.1111/j.1471-0374.2010.00275.x |