长江流域资源与环境 >> 2017, Vol. 26 >> Issue (06): 797-805.doi: 10.11870/cjlyzyyhj201706001

• 区域可持续发展 •    下一篇

基于创新合作联系的城市网络格局分析——以长江经济带为例

王丰龙1,2, 曾刚1,2,3, 叶琴3, 陈弘挺3   

  1. 1. 华东师范大学中国现代城市研究中心, 上海 200062;
    2. 华东师范大学城市发展研究院, 上海 200062;
    3. 华东师范大学城市与区域科学学院, 上海 200241
  • 收稿日期:2016-11-18 修回日期:2017-02-01 出版日期:2017-06-20
  • 通讯作者: 曾刚,E-mail:gzeng@re.ecnu.edu.cn E-mail:gzeng@re.ecnu.edu.cn
  • 作者简介:王丰龙(1988~),男,讲师,博士,主要从事主观幸福感和长江经济带等研究.E-mail:flwang@iud.ecnu.edu.cn
  • 基金资助:
    国家自然科学基金面上项目"层级式产业集群内部技术权力突破与创新升级研究"(41371147);国家自然科学青年基金项目"中国城市居民幸福感的空间格局及其变化机制的多尺度研究"(41601144);上海市科委软科学项目"基于长江经济带发展战略的长三角科技创新合作研究"(15692100700);国家社会科学基金重大项目(10ZD&016)

ANALYSIS OF CITY NETWORK BASED ON INNOVATION COOPERATION:CASE STUDY OF YANGTZE RIVER ECONOMIC BELT

WANG Feng-long1,2, ZENG Gang1,2,3, YE Qin3, CHEN Hong-ting3   

  1. 1. Center for Modern Chinese City Studies, East China Normal University, Shanghai 200062, China;
    2. Institute of Urban Development, East China Normal University, Shanghai 200062, China;
    3. School of Urban and Regional Science, East China Normal University, Shanghai 200241, China
  • Received:2016-11-18 Revised:2017-02-01 Online:2017-06-20
  • Supported by:
    National Natural Science Foundation of China(41371147);National NaturalScience Foundation of China (41601144);Soft Science Research Project of Science and Technology Commission of Shanghai Municipality (15692100700);National Social Science Foundation of China (10ZD&016)

摘要: 现有城市地理研究主要基于重力模型、客货流网络和连锁模型等方法刻画城市网络。这些方法或是仅仅基于假设而可能与事实不符,或是数据难以获取,或是过于强调城市间的等级关系。通过引入合作专利数据,探索更加真实、平等的城市网络衡量方法。基于对长江经济带城市间创新联系的实证分析,发现目前城市间的创新联系以公司间(尤其是总部-分支机构间)合作为主;城市间创新联系存在非对称性和空间差异;实际创新联系与重力模型估算的创新联系存在正相关关系,但是相关系数不高;城市间创新联系的规模-位序符合Zipf定律,且存在两个无标度区;城市间创新联系受空间距离、行政级别、产业结构相似程度等影响,反映了距离衰减定律、行政区经济和产业链分工等规律对城市创新联系的解释力。

关键词: 城市网络, 创新合作, 重力模型, Zipf定律, 长江经济带

Abstract: Existing urban geographical studies on city network are mainly based on gravity models, visualization of transportation flows and inter-locking network models. However, these methods only provide a biased picture of the whole city network since they are either based on hypotheses in theoretical or empirical models or just a depiction of one specific aspect of inter-city connections. Moreover, the studies on world city network led by the GaWC group emphasize more of the hierarchical structure of city network than inter-city cooperation. This paper aims to explore a more efficient method to measure the inter-city cooperation based on the joint intellectual property data. The analysis of inter-city innovation cooperation may also provide insights into a new aspect of inter-city connections, which is complementary with previous studies focusing on transport network or head-branch relations of firms. Using the Yangtze River Economic Belt as a case, in this paper we found that the inter-city innovation cooperation was mainly inter-firm or intra-firm links, the university-firm cooperation only took a small proportion. We also revealed that innovation connections were dissymmetric between different levels of cities in terms of forms of cooperation and there were significant spatial differences among different regions. The innovation connection among cities followed the Zipf law and was positively yet not significantly related to that calculated based on the gravity model. The results from regression analysis suggest that inter-city innovation connections are influenced by the spatial distance, gap of administrative level and industrial similarity.

Key words: city network, innovation cooperation, gravity model, Zipf Law, Yangtze River Economic Belt

中图分类号: 

  • K901
[1] PRED A. On the spatial structure of organizations and the complexity of metropolitan interdependence[J]. Papers of the Regional Science Association, 1975, 35(1):115-142.
[2] SASSEN S. The global city:New York, London, Tokyo[M]. Princeton:Princeton University Press, 2001.
[3] CASTELLS M. The rise of the network society[M]. Oxford:Blackwell, 1996.
[4] HARRIS C D, ULLMAN E L. The nature of cities[J]. The Annals of the American Academy of Political and Social Science, 1945, 242(1):7-17.
[5] TAYLOR P J. World city network:a global urban analysis[M]. London:Routledge, 2004.
[6] TAYLOR P J, HOYLER M, VERBRUGGEN R. External urban relational process:introducing central flow theory to complement central place theory[J]. Urban Studies, 2010, 47(13):2803-2818.
[7] TAYLOR P J. Specification of the world city network[J]. Geographical Analysis, 2001, 33(2):181-194.
[8] TAYLOR P J, CATALANO G, WALKER D R F. Exploratory analysis of the world city network[J]. Urban Studies, 2002, 39(13):2377-2394.
[9] MEIJERS E. From central place to network model:theory and evidence of a paradigm change[J]. Tijdschrift voor Economische en Sociale Geografie, 2007, 98(2):245-259.
[10] PFLIEGER G, ROZENBLAT C. Introduction. Urban networks and network theory:the city as the connector of multiple networks[J]. Urban Studies, 2010, 47(13):2723-2735.
[11] 黄 璜. 全球化视角下的世界城市网络理论[J]. 人文地理, 2010, 25(4):18-24.[HUANG H. World city network theories from the global perspective[J]. Human Geography, 2010, 25(4):18-24.]
[12] 冷炳荣, 杨永春, 李英杰, 等. 中国城市经济网络结构空间特征及其复杂性分析[J]. 地理学报, 2011, 66(2):199-211.[LENG B R, YANG Y C, LI Y J, et al. Spatial characteristics and complex analysis:a perspective from basic activities of urban networks in China[J]. Acta Geographica Sinica, 2011, 66(2):199-211.]
[13] 杨永春, 冷炳荣, 谭一洺, 等. 世界城市网络研究理论与方法及其对城市体系研究的启示[J]. 地理研究, 2011, 30(6):1009-1020.[YANG Y C, LENG B R, TAN Y M, et al. Review on world city studies and their implications in urban systems[J]. Geographical Research, 2011, 30(6):1009-1020.]
[14] 李仙德. 基于上市公司网络的长三角城市网络空间结构研究[J]. 地理科学进展, 2014, 33(12):1587-1600.[LI X D. Spatial structure of the Yangtze River Delta urban network based on the pattern of listed companies network[J]. Progress in Geography, 2014, 33(12):1587-1600.]
[15] 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[J]. 地理研究, 2015, 34(4):711-728.[WU K, FANG C L, ZHAO M X. The spatial organization and structure complexity of Chinese intercity networks[J]. Geographical Research, 2015, 34(4):711-728.]
[16] TAYLOR P J. Regionality in the world city network[J]. International Social Science Journal, 2004, 56(181):361-372.
[17] BEAVERSTOCK J V, SMITH R G, TAYLOR P J. World-city network:a new metageography?[J]. Annals of the Association of American Geographers, 2000, 90(1):123-134.
[18] SHORT J R, KIM Y, KUUS M, et al. The dirty little secret of world cities research:data problems in comparative analysis[J]. International Journal of Urban and Regional Research, 1996, 20(4):697-717.
[19] 周一星, 胡智勇. 从航空运输看中国城市体系的空间网络结构[J]. 地理研究, 2002, 21(3):276-286.[ZHOU Y X, HU Z Y. Looking into the network structure of Chinese urban system from the perspective of air transportation[J]. Geographical Research, 2002, 21(3):276-286.]
[20] 顾朝林, 庞海峰. 基于重力模型的中国城市体系空间联系与层域划分[J]. 地理研究, 2008, 27(1):1-12.[GU C L, PANG H F. Study on spatial relations of Chinese urban system:gravity model approach[J]. Geographical Research, 2008, 27(1):1-12.]
[21] 王海江, 苗长虹, 茹乐峰, 等. 我国省域经济联系的空间格局及其变化[J]. 经济地理, 2012, 32(7):18-23.[WANG H J, MIAO C H, RU L F, et al. The spatial framework and change of chinese provincial region economic links[J]. Economic Geography, 2012, 32(7):18-23.]
[22] 李亚婷, 潘少奇, 苗长虹. 中原经济区县际经济联系网络结构及其演化特征[J]. 地理研究, 2014, 33(7):1239-1250.[LI Y T, PAN S Q, MIAO C H. Structure and evolution of economic linkage network at county level in Central Plains Economic Zone[J]. Geographical Research, 2014, 33(7):1239-1250.]
[23] XIE Y C, MA T. A method for delineating a hierarchically networked structure of urban landscape[J]. Urban Geography, 2015, 36(6):947-963.
[24] 王海江, 苗长虹. 我国中心城市对外服务能力的空间格局[J]. 地理研究, 2009, 28(4):957-967.[WANG H J, MIAO C H. Spatial distribution of external service capabilities of Chinese central cities[J]. Geographical Research, 2009, 28(4):957-967.]
[25] BATTEN D F. Network cities:creative urban agglomerations for the 21st century[J]. Urban Studies, 1995, 32(2):313-327.
[26] SMITH D A, TIMBERLAKE M F. World city networks and hierarchies, 1977-1997:an empirical analysis of global air travel links[J]. American Behavioral Scientist, 2001, 44(10):1656-1678.
[27] DERUDDER B, WITLOX F. Mapping world city networks through airline flows:context, relevance, and problems[J]. Journal of Transport Geography, 2008, 16(5):305-312.
[28] MA X L, TIMBERLAKE M F. Identifying China's leading world city:a network approach[J]. GeoJournal, 2008, 71(1):19-35.
[29] 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[J]. 地理研究, 2008, 27(6):1407-1418.[YU T F, GU C L, LI Z G. China's urban systems in terms of air passenger and cargo flows since 1995[J]. Geographical Research, 2008, 27(6):1407-1418.]
[30] TOWNSEND A M. The internet and the rise of the new network cities, 1969-1999[J]. Environment and Planning B:Planning and Design, 2001, 28(1):39-58.
[31] CHOI J H, BARNETT G A, CHON B S. Comparing world city networks:a network analysis of internet backbone and air transport intercity linkages[J]. Global Networks, 2006, 6(1):81-99.
[32] BEAVERSTOCK J V, SMITH R G, TAYLOR P J, et al. Globalization and world cities:some measurement methodologies[J]. Applied Geography, 2000, 20(1):43-63.
[33] BEAVERSTOCK J V. ‘Managing across borders’:knowledge management and expatriation in professional service legal firms[J]. Journal of Economic Geography, 2004, 4(2):157-179.
[34] 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[J]. 地理学报, 2012, 67(8):1031-1043.[ZHEN F, WANG B, CHEN Y X. China's city network characteristics based on social network space:an empirical analysis of Sina Micro-blog[J]. Acta Geographica Sinica, 2012, 67(8):1031-1043.]
[35] 熊丽芳, 甄 峰, 王 波, 等. 基于百度指数的长三角核心区城市网络特征研究[J]. 经济地理, 2013, 33(7):67-73.[XIONG L F, ZHEN F, WANG B, et al. The research of the Yangtze River Delta Core Area's city network characteristics based on Baidu Index[J]. Economic Geography, 2013, 33(7):67-73.]
[36] 王 聪, 曹有挥, 陈国伟. 基于生产性服务业的长江三角洲城市网络[J]. 地理研究, 2014, 33(2):323-335.[WANG C, CAO Y H, CHEN G W. Study on urban network of Yangtze River Delta region based on producer services[J]. Geographical Research, 2014, 33(2):323-335.]
[37] 谭一洺, 杨永春, 冷炳荣, 等. 基于高级生产者服务业视角的成渝地区城市网络体系[J]. 地理科学进展, 2011, 30(6):724-732.[TAN Y M, YANG Y C, LENG B R, et al. Urban network system in Chengdu-Chongqing region in the perspective of advanced producer service[J]. Progress in Geography, 2011, 30(6):724-732.]
[38] 赵渺希, 刘 铮. 基于生产性服务业的中国城市网络研究[J]. 城市规划, 2012, 36(9):23-28, 38.[ZHAO M X, LIU Z. Research on China's city network based on production service industry[J]. City Planning Review, 2012, 36(9):23-28, 38.]
[39] 王 娟, 李 丽, 赵金金, 等. 基于国际酒店集团布局的中国城市网络连接度研究[J]. 人文地理, 2015, 30(1):148-153.[WANG J, LI L, ZHAO J J, et al. A city network analysis based on spatial distribution of international hotel groups in China[J]. Human Geography, 2015, 30(1):148-153.]
[40] 武前波, 宁越敏. 中国城市空间网络分析——基于电子信息企业生产网络视角[J]. 地理研究, 2012, 31(2):207-219.[WU Q B, NING Y M. China's urban network based on spatial organization of electronic information enterprises[J]. Geographical Research, 2012, 31(2):207-219.]
[41] TAYLOR P J. New political geographies:global civil society and global governance through world city networks[J]. Political Geography, 2005, 24(6):703-730.
[42] NEAL Z. Structural determinism in the interlocking world city network[J]. Geographical Analysis, 2012, 44(2):162-170.
[43] NEAL Z. Differentiating centrality and power in the world city network[J]. Urban Studies, 2011, 48(13):2733-2748.
[44] HENNEMANN S, DERUDDER B. An alternative approach to the calculation and analysis of connectivity in the world city network[J]. Environment and Planning B:Planning and Design, 2014, 41(3):392-412.
[45] 赵渺希, 吴 康, 刘行健, 等. 城市网络的一种算法及其实证比较[J]. 地理学报, 2014, 69(2):169-183.[ZHAO M X, WU K, LIU X J, et al. A novel method to approximate intercity networks and its empirical validation[J]. Acta Geographica Sinica, 2014, 69(2):169-183.]
[46] 赵渺希, 黎智枫, 钟 烨, 等. 中国城市群多中心网络的拓扑结构[J]. 地理科学进展, 2016, 35(3):376-388.[ZHAO M X, LI Z F, ZHONG Y, et al. Polycentric network topology of urban agglomerations in China[J]. Progress in Geography, 2016, 35(3):376-388.]
[47] SHEARMUR R, DOLOREUX D. Central places or networks? Paradigms, metaphors, and spatial configurations of innovation-related service use[J]. Environment and Planning A, 2015, 47(7):1521-1539.
[48] PAIN K, VAN HAMME G, VINCIGUERRA S, et al. Global networks, cities and economic performance:observations from an analysis of cities in Europe and the USA[J]. Urban Studies, 2016, 53(6):1137-1161.
[49] 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[J]. 经济地理, 2011, 31(10):1630-1637.[MA X G, LI G C. Study on world city network theory within global space of flow[J]. Economic Geography, 2011, 31(10):1630-1637.]
[50] BROWN E, DERUDDER B, PARNREITER C, et al. World city networks and global commodity chains:towards a world-systems' integration[J]. Global Networks, 2010, 10(1):12-34.
[51] 韦素琼, 陈艳华, 耿静嬛. 基于相似系数和R/S分析方法的闽台产业同构性[J]. 地理研究, 2010, 29(3):491-499.[WEI S Q, CHEN Y H, GENG J H. Empirical study on industrial isomorphism comparing Fujian and Taiwan provinces by the similar coefficient and R/S[J]. Geographical Research, 2010, 29(3):491-499.]
[52] 陈彦光. 城市化:相变与自组织临界性[J]. 地理研究, 2004, 23(3):301-311.[CHEN Y G. Urbanization as phase transition and self-organized critical process[J]. Geographical Research, 2004, 23(3):301-311.]
[53] 张秋娈, 路 紫. 旅游网站信息流距离衰减的集中度研究[J]. 地理科学, 2011, 31(7):885-890.[ZHANG Q L, LU Z. The concentration analysis on distance decay of information flow in tourism websites[J]. Scientia Geographica Sinica, 2011, 31(7):885-890.]
[54] 于海松, 张殿业, 杨芬娟, 等. 城市经济Zipf分布与道路网络发展的协调性[J]. 公路交通科技, 2012, 29(11):104-109.[YU H S, ZHANG D Y, YANG F J, et al. Coordination between Zipf distribution of urban economy and road network development[J]. Journal of Highway and Transportation Research and Development, 2012, 29(11):104-109.]
[55] 李 涛, 曹小曙, 杨文越. 珠江三角洲客货运量位序-规模分布特征及其变化[J]. 地理科学进展, 2016, 35(1):108-117.[LI T, CAO X S, YANG W Y. Rank-size distribution and evolution of passenger and freight flows in the Pearl River Delta[J]. Progress in Geography, 2016, 35(1):108-117.]
[1] 刘云强, 权 泉, 朱佳玲, 王 芳. 绿色技术创新、产业集聚与生态效率——以长江经济带城市群为例[J]. 长江流域资源与环境, 2018, 27(11): 2395-2406.
[2] 武晓静, 杜德斌, 肖刚, 管明明. 长江经济带城市创新能力差异的时空格局演变[J]. 长江流域资源与环境, 2017, 26(04): 490-499.
[3] 成定平, 淦苏美. 长江经济带高技术产业投入产出效率分析[J]. 长江流域资源与环境, 2017, 26(03): 325-332.
[4] 徐小任, 徐勇. 长江经济带后备适宜建设用地潜力[J]. 长江流域资源与环境, 2016, 25(12): 1789-1796.
[5] 李嬛, 宁越敏, 魏也华, 陈斐然. 长江经济带沿江城市群空间分布格局与联动机理研究[J]. 长江流域资源与环境, 2016, 25(12): 1797-1806.
[6] 郭庆宾, 刘琪, 张冰倩. 环境规制是否抑制了国际R&D溢出效应——以长江经济带为例[J]. 长江流域资源与环境, 2016, 25(12): 1807-1814.
[7] 刘传江, 赵晓梦. 长江经济带全要素碳生产率的时空演化及提升潜力[J]. 长江流域资源与环境, 2016, 25(11): 1635-1644.
[8] 刘玮辰, 陆玉麒, 文玉钊. 长江经济带城市对外服务能力时空演变分析[J]. 长江流域资源与环境, 2016, 25(10): 1475-1483.
[9] 傅钰, 钟业喜, 冯兴华. 长江经济带陆路交通可达性格局演变研究[J]. 长江流域资源与环境, 2016, 25(10): 1484-1491.
[10] 任俊霖, 李浩, 伍新木, 李雪松. 基于主成分分析法的长江经济带省会城市水生态文明评价[J]. 长江流域资源与环境, 2016, 25(10): 1537-1544.
[11] 宓泽锋, 曾刚, 尚勇敏, 陈弘挺, 朱菲菲, 陈斐然. 长江经济带市域生态文明建设现状及发展潜力初探[J]. 长江流域资源与环境, 2016, 25(09): 1438-1447.
[12] 丁军, 黄茹, 吕拉昌. 基于专利授权数的长江经济带创新差异的多尺度分析[J]. 长江流域资源与环境, 2016, 25(06): 868-876.
[13] 张宇, 曹卫东, 梁双波, 胡燕燕. 长江经济带城镇化协同演化时空格局研究[J]. 长江流域资源与环境, 2016, 25(05): 715-724.
[14] 李小帆, 邓宏兵. 长江经济带新型城镇化协调性的空间差异与时空演化[J]. 长江流域资源与环境, 2016, 25(05): 725-732.
[15] 黄国华, 刘传江, 赵晓梦. 长江经济带碳排放现状及未来碳减排[J]. 长江流域资源与环境, 2016, 25(04): 638-644.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] 张 政, 付融冰| 杨海真, 顾国维. 水量衡算条件下人工湿地对有机物的去除[J]. 长江流域资源与环境, 2007, 16(3): 363 .
[2] 许素芳,周寅康. 开发区土地利用的可持续性评价及实践研究——以芜湖经济技术开发区为例[J]. 长江流域资源与环境, 2006, 15(4): 453 -457 .
[3] 郝汉舟, 靳孟贵, 曹李靖, 谢先军. 模糊数学在水质综合评价中的应用[J]. 长江流域资源与环境, 2006, 15(Sup1): 83 -87 .
[4] 刘耀彬, 李仁东. 现阶段湖北省经济发展的地域差异分析[J]. 长江流域资源与环境, 2004, 13(1): 12 -17 .
[5] 陈永柏,. 三峡工程对长江流域可持续发展的影响[J]. 长江流域资源与环境, 2004, 13(2): 109 -113 .
[6] 胡大伟,卞新民,许 泉. 基于ANN的土壤重金属分布和污染评价研究[J]. 长江流域资源与环境, 2006, 15(4): 475 -479 .
[7] 张洁| 张志斌| 孙欣欣. 云南省矿产资源开发利用中的主要环境问题[J]. 长江流域资源与环境, 2006, 15(Sup1): 61 -65 .
[8] 邹小兵,曾 婷,TRINA MACKIE,肖尚友,夏之宁. 嘉陵江下游江段春季浮游藻类特征及污染现状[J]. 长江流域资源与环境, 2008, 17(4): 612 .
[9] 黄 峰 魏 浪 李 磊 朱 伟. 乌江干流中上游水电梯级开发水温累积效应[J]. 长江流域资源与环境, 2009, 18(4): 337 .
[10] 胡鸿兴, 张岩岩, 何伟, 田蓉, 钟鑫, 韩世松, 李思思, 王俊杰陈文方, 杨阳, 陈侈, 邓晗, 文英, 崔雅婷, 李茜,  王璇, 彭菁菁, 高鑫, 唐义. 神农架大九湖泥炭藓沼泽湿地对镉(Ⅱ)、铜(Ⅱ)、铅(Ⅱ)、锌(Ⅱ)的净化模拟[J]. 长江流域资源与环境, 2009, 18(11): 1050 .