地理学报 ›› 2017, Vol. 72 ›› Issue (2): 224-241.doi: 10.11821/dlxb201702004
收稿日期:
2016-05-28
修回日期:
2016-09-26
出版日期:
2017-02-15
发布日期:
2017-02-15
作者简介:
作者简介:陈伟(1989-), 男, 安徽淮南人, 博士生, 主要研究方向为经济地理与区域发展。E-mail:
基金资助:
Wei CHEN1,2(), Weidong LIU1(
), Wenqian KE3, Nvying WANG4
Received:
2016-05-28
Revised:
2016-09-26
Published:
2017-02-15
Online:
2017-02-15
Supported by:
摘要:
多视角和多尺度城市网络逐渐成为认识空间关系的主要途径。公路流数据具有显著的空间依赖性和距离衰减特性,对于刻画区域尺度空间关系具有重要意义。基于全国地级行政单元间的公路客运流,论文尝试刻画中国城市网络功能结构和区域效应,并对其空间组织模式进行特征提取和规律挖掘,以期能够为城市网络研究提供新的方法支撑和认知视角。研究结果表明:① 基于公路流的城市网络空间形态表现出强烈的空间依赖性和层级特征,与中国主要城市群分布存在较大程度的空间耦合,更多体现的是区域尺度的空间关系及核心—外围组合关系;② 通过社区发现算法识别出19个城市经济区,其空间内涵主要包括行政区经济、巨型区域溢出效应和核心—边缘结构等;③ 不同地域系统内城市网络自成体系,表现出显著的空间依赖性和多元的空间组织模式,多层次、流动性和网络化的地域系统格局凸显;④ 从空间形态上看,区域城市网络空间结构大致可划分为单中心结构、双核心结构、多中心结构和低水平均势结构等区域关联形态,并以单中心发育模式为主。
陈伟, 刘卫东, 柯文前, 王女英. 基于公路客流的中国城市网络结构与空间组织模式[J]. 地理学报, 2017, 72(2): 224-241.
Wei CHEN, Weidong LIU, Wenqian KE, Nvying WANG. The spatial structures and organization patterns of China's city networks based on the highway passenger flows[J]. Acta Geographica Sinica, 2017, 72(2): 224-241.
[1] |
Taylor P J, Hoyler M, Verbruggen R.External urban relational process: Introducing central flow theory to complement central place theory. Urban Studies, 2010, 47(13): 2803-2818.
doi: 10.1177/0042098010377367 |
[2] |
Castells M.Globalisation, networking, urbanisation: Reflections on the spatial dynamics of the information age. Urban Studies, 2010, 47(13): 2737-2745.
doi: 10.1177/0042098010377365 |
[3] |
Liu Weidong, Zhen Feng.Spatial implications of new information and communication technologies. Acta Geographica Sinica, 2004, 59(Suppl.): 67-76.
doi: 10.3321/j.issn:0375-5444.2004.z1.010 |
[刘卫东, 甄峰. 信息化对社会经济空间组织的影响研究. 地理学报, 2004, 59(增刊): 67-76.]
doi: 10.3321/j.issn:0375-5444.2004.z1.010 |
|
[4] | Gao Xin, Xiu Chunliang, Wei Ye.Study on the sinicization of "Space of Flows" basing on the visual angle of urban geography. Human Geography, 2012, 27(4): 32-36. |
[高鑫, 修春亮, 魏冶. 城市地理学的“流空间”视角及其中国化研究. 人文地理, 2012, 27(4): 32-36.] | |
[5] | Camagni R, Capello R.The city network paradigm: Theory and empirical evidence//Capello R, Nijkamp P. Urban Dynamics and Growth: Advances in Urban Economics. Amsterdam: Elsevier, 2004: 495-529. |
[6] |
Lu Minghua.The development of urban networks in Randstad Holland. Urban Planning International, 2010, 25(6): 53-58.
doi: 10.3969/j.issn.1673-9493.2010.06.009 |
[卢明华. 荷兰兰斯塔德地区城市网络的形成与发展. 国际城市规划, 2010, 25(6): 53-58.]
doi: 10.3969/j.issn.1673-9493.2010.06.009 |
|
[7] |
Taylor P J, Catalano G, Walker D R F. Measurement of the world city network. Urban Studies, 2002, 39(13): 2367-2376.
doi: 10.1080/00420980220080011 |
[8] |
Taylor P J, Evans D M, Hoyler M, et al.The UK space economy as practised by advanced producer service firms: Identifying two distinctive polycentric city-regional processes in contemporary Britain. International Journal of Urban and Regional Research, 2009, 33(3): 700-718.
doi: 10.1111/j.1468-2427.2009.00857.x |
[9] |
Hoyler M, Kloosterman R C, Sokol M.Polycentric puzzles-emerging mega-city regions seen through the lens of advanced producer services. Regional Studies, 2008, 42(8): 1055-1064.
doi: 10.1080/00343400802389377 |
[10] |
Malecki E J.The economic geography of the Internet's infrastructure. Economic Geography, 2002, 78(4): 399-424.
doi: 10.1111/j.1944-8287.2002.tb00193.x |
[11] |
Derudder B, Witlox F.Mapping world city networks through airline flows: Context, relevance, and problems. Journal of Transport Geography, 2008, 16(5): 305-312.
doi: 10.1016/j.jtrangeo.2007.12.005 |
[12] |
Alderson A S, Beckfield J.Power and position in the world city system. American Journal of sociology, 2004, 109(4): 811-851.
doi: 10.1086/378930 |
[13] | Beaverstock J V, Smith J.Lending jobs to global cities: Skilled international labour migration, investment banking and the city of London. Urban Studies, 1996, 33(8): 1377-1394. |
[14] |
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 |
[15] |
Ma Xueguang, Li Guicai.Research methods for world city network and relevant inspirations. Progress in Geography, 2012, 31(2): 255-263.
doi: 10.11820/dlkxjz.2012.02.015 |
[马学广, 李贵才. 世界城市网络研究方法论. 地理科学进展, 2012, 31(2): 255-263.]
doi: 10.11820/dlkxjz.2012.02.015 |
|
[16] |
Yu Taofang, Gu Chaolin, Li Zhigang.China's urban systems in terms of air passenger and cargo flows since 1995. Geographical Research, 2008, 27(6): 1407-1418.
doi: 10.1016/S1872-5791(08)60058-5 |
[于涛方, 顾朝林, 李志刚. 1995年以来中国城市体系格局与演变: 基于航空流视角. 地理研究, 2008, 27(6): 1407-1418.]
doi: 10.1016/S1872-5791(08)60058-5 |
|
[17] |
Zhong Yexi, Lu Yuqi.Hierarchical structure and distribution pattern of Chinese urban system based on railway network. Geographical Research, 2011, 30(5): 785-794.
doi: 10.11821/yj2011050002 |
[钟业喜, 陆玉麒. 基于铁路网络的中国城市等级体系与分布格局. 地理研究, 2011, 30(5): 785-794.]
doi: 10.11821/yj2011050002 |
|
[18] | Zhao Miaoxi, Liu Zheng.Research on China's city network based on production service industry. City Planing Review, 2012, 36(9): 23-28, 38. |
[赵渺希, 刘铮. 基于生产性服务业的中国城市网络研究. 城市规划, 2012, 36(9): 23-28, 38.] | |
[19] | Wang Cheng, Wang Maojun, Chai Qing.The relationship between centrality and power in the city network. Acta Geographica Sinica, 2015, 70(12): 1953-1972. |
[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, 2016, 70(12): 1953-1972.] | |
[20] |
Zhen Feng, Wang Bo, Chen Yingxue.China's city network characteristics based on social network space: An empirical of sina micro-blog. Acta Geographica Sinica, 2012, 67(8): 1031-1043.
doi: 10.1007/s11783-011-0280-z |
[甄峰, 王波, 陈映雪. 基于网络社会空间的中国城市网络特征: 以新浪微博为例. 地理学报, 2012, 67(8): 1031-1043.]
doi: 10.1007/s11783-011-0280-z |
|
[21] |
Dong Chao, Xiu Chunliang, Wei Ye.Network structure of 'space of flows' in Jilin Province based on telecommunication flows. Acta Geographica Sinica, 2014, 69(4): 510-519.
doi: 10.11821/dlxb201404007 |
[董超, 修春亮, 魏冶. 基于通信流的吉林省流空间网络格局. 地理学报, 2014, 69(4): 510-519.]
doi: 10.11821/dlxb201404007 |
|
[22] |
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 |
|
[23] |
Girvan M, Newman M E J. Community structure in social and biological networks. Proceedings of the National Academy of Sciences, 2002, 99(12): 7821-7826.
doi: 10.1073/pnas.122653799 pmid: 12060727 |
[24] | Pons P, Latapy M.Computing communities in large networks using random walks. Journal of Graph Algorithms and Applications, 2006, 10(2): 191-218. |
[25] | Clauset A, Newman M E J, Moore C. Finding community structure in very large networks. Physical Review E, 2004, 70(6): 066111. |
[26] | Blondel V D, Guillaume J L, Lambiotte R, et al.Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment, 2008, 2008(10): P10008. |
[27] |
Raghavan U N, Albert R, Kumara S.Near linear time algorithm to detect community structures in large-scale networks. Physical Review E, 2007, 76(3): 036106.
doi: 10.1103/PhysRevE.76.036106 pmid: 17930305 |
[28] | Rosvall M, Bergstrom C T.Maps of random walks on complex networks reveal community structure. Proceedings of the National Academy of Sciences, 2008, 105(4): 1118-1123. |
[29] | Lancichinetti A, Fortunato S.Community detection algorithms: A comparative analysis. Physical Review E, 2009, 80(5): 056117. |
[30] |
Zhong C, Arisona S M, Huang X, et al.Detecting the dynamics of urban structure through spatial network analysis. International Journal of Geographical Information Science, 2014, 28(11): 2178-2199.
doi: 10.1080/13658816.2014.914521 |
[31] |
Gu Chaolin.A preliminary study on the division of urban economic regions in China. Acta Geographica Sinica, 1991, 46(2): 129-141.
doi: 10.11821/xb199102001 |
[顾朝林. 中国城市经济区划分的初步研究. 地理学报, 1991, 46(2): 129-141.]
doi: 10.11821/xb199102001 |
|
[32] |
Zhou Yixing, Zhang Li.China's urban economic region in the open context. Acta Geographica Sinica, 2003, 58(2): 271-284.
doi: 10.3321/j.issn:0375-5444.2003.02.015 |
[周一星, 张莉. 改革开放条件下的中国城市经济区. 地理学报, 2003, 58(2): 271-284.]
doi: 10.3321/j.issn:0375-5444.2003.02.015 |
[1] | 魏石梅, 潘竟虎. 中国地级及以上城市网络结构韧性测度[J]. 地理学报, 2021, 76(6): 1394-1407. |
[2] | 杨忍, 潘瑜鑫. 中国县域乡村脆弱性空间特征与形成机制及对策[J]. 地理学报, 2021, 76(6): 1438-1454. |
[3] | 殷江滨, 李尚谦, 姜磊, 程哲, 黄晓燕, 路改改. 中国连片特困地区非农就业增长的时空特征与驱动因素[J]. 地理学报, 2021, 76(6): 1471-1488. |
[4] | 胡畔, 陈波, 史培军. 中国暴雨洪涝灾情时空格局及影响因素[J]. 地理学报, 2021, 76(5): 1148-1162. |
[5] | 黄晓东, 马海涛, 苗长虹. 基于创新企业的中国城市网络联系特征[J]. 地理学报, 2021, 76(4): 835-852. |
[6] | 王录仓, 刘海洋, 刘清. 基于腾讯迁徙大数据的中国城市网络研究[J]. 地理学报, 2021, 76(4): 853-869. |
[7] | 刘清, 杨永春, 蒋小荣, 曹宛鹏, 刘笑杰. 基于全球价值链的全球化城市网络分析——以苹果手机供应商为例[J]. 地理学报, 2021, 76(4): 870-887. |
[8] | 夏兴生, 潘耀忠, 朱秀芳, 张锦水. 中国综合农业分区下的Ångström-Prescott公式系数逐月校正与优选[J]. 地理学报, 2021, 76(4): 888-902. |
[9] | 王淑佳, 孙九霞. 中国传统村落可持续发展评价体系构建与实证[J]. 地理学报, 2021, 76(4): 921-938. |
[10] | 范泽孟. 中国生态过渡带分布的空间识别及情景模拟[J]. 地理学报, 2021, 76(3): 626-644. |
[11] | 徐羽, 李秀彬, 辛良杰. 中国耕地规模化流转租金的分异特征及其影响因素[J]. 地理学报, 2021, 76(3): 753-763. |
[12] | 古恒宇, 沈体雁. 中国高学历人才的空间演化特征及驱动因素[J]. 地理学报, 2021, 76(2): 326-340. |
[13] | 朱晟君, 金文纨. 地方出口产品结构及制度环境与企业出口相关多样化[J]. 地理学报, 2021, 76(2): 398-414. |
[14] | 李钢, 薛淑艳, 马雪瑶, 周俊俊, 徐婷婷, 王皎贝. 中国失踪人口的时空格局演变与形成机制[J]. 地理学报, 2021, 76(2): 310-325. |
[15] | 葛全胜, 朱会义. 两千年来中国自然与人文地理环境变迁及启示[J]. 地理学报, 2021, 76(1): 3-14. |