村镇聚落网络联系的手机信令探索* ——以中山三乡镇为例

Exploring the Spatial Network of Rural and Urban Settlements through the Lens of Mobile Phone Signaling Data: A Case Study of Sanxiang Town in Zhongshan

赵渺希
华南理工大学建筑学院 亚热带建筑科学国家重点实验室 教授,博士

徐 颖
华南理工大学建筑学院 硕士研究生

摘要: 村镇联系的结构形态是城乡经济社会复杂关系的综合反映,如何测算村镇聚落联系、构建村镇聚落发展模式是研究村镇聚落体系规划布局的重要议题。以中山三乡镇为例,利用手机信令数据测算村镇聚落的多层级网络联系,并结合自容性、群集性、网络效率等指标分析村镇聚落的网络结构特征。结果表明,三乡镇呈现簇群式的空间联系结构,具有自上而下的垂直联系和多层级相互交织的复杂网络特征;行政边界对村镇聚落联系的约束作用较小,而自然地理环境、道路交通条件、土地混合程度等对聚落联系的影响更大;作为沿海发达的半城镇化地区,工作日聚落联系的群集性较高,反映案例村镇联系不再是向心式的单一指向而呈现出网络化的水平多向联系;节假日村镇联系降低,整体网络效率、群集性也更低,但与中心城、外镇的联系比例增加,村民休闲消费的空间跃迁现象明显。

Abstract: The structural form of connection between villages and towns is a comprehensive reflection of the complex connection between urban and rural society and economy. It is also an important topic to measure the connection between villages and towns, and construct the development model of them in the study of the planning and layout of rural and urban settlement system. Taking the Sanxiang town in Zhongshan city as an example, this paper attempts to use mobile signaling data to measure the spatial connection between the rural and urban settlements, the settlements and the city center or other towns. That is, to reflect the interaction process by the spatial linkages of human mobility, and to analyze the network structure of rural and urban settlements with the self-compatibility, clustering and network efficiency. The result shows that the Sanxiang town has cluster-form spatial connection structure, and has the complex network characteristics of vertical connection from top to bottom and multi-level mutual feedback. Meanwhile, we also find that administrative boundaries have less restrictive effect on the connection between rural and urban settlements, while geographical environment, road traffic conditions, land use mixing degree and other factors have more prominent influence on the interaction of them. As a coastal developed semi-urbanized area, the clustering of working-day settlement network is relatively higher, reflecting that the case of rural and urban settlements linkage is no longer a centripetal single direction, but a network of horizontal multi-direction. On national days, the links between rural and urban settlements decrease, and the whole network efficiency is comparatively lower. However, the proportions of the links between rural settlements and city center or other towns have increased, illustrating that spatial transition of villagers' leisure consumption behaviors is more universal on the holiday.

关键词:村镇聚落;网络联系;手机信令数据;拓扑结构;空间层次

Keyword: rural and urban settlements; network connection; mobile phone signaling data; topological structure; spatial level

中图分类号:TU981

文献标识码: A

资金资助

中央高校基本科研业务费专项资金资助 “网络社会下大都市空间意象的嬗变机理 ” 2019ZD30

ESPON. Town, small and medium sized towns in their functional territorial context [R]. 2014.
VERHETSEL A, BECKERS J, MEYERE M. Assessing daily urban systems: a heterogeneous commuting network approach[J]. Networks and Spatial Economics, 2018, 18(3): 633-656.
BRØND F. Territory and trade networks in the small-scale oil-palm industry in rural Ghana[J]. Applied Geography, 2018, 100: 90-100.
PLAYFORD D, BURKITT T, ATKINSON D. Social network analysis of rural medical networks after medical school immersion in a rural clinical school[J]. BMC Health Services Research, 2019, 19(1): 305.
覃永晖,彭保发,王晶. 网络形镇村体系等级结构的实证研究[J]. 经济地理,2016,36(7):84-90.
QIN Yonghui, PENG Baofa, WANG Jing. An empirical study on the hierarchical structure of network town-village system[J]. Economic Geography, 2016, 36(7): 84-90.
宿瑞,王成,唐宁,等. 区域镇村社区空间网络结构特征及其优化策略[J]. 地理科学进展,2018,37(5):688-697.
SU Rui, WANG Cheng, TANG Ning, et al. Structural characteristics and optimizing strategies of regional town and village community spatial network[J]. Progress in Geography, 2018, 37(5): 688-697.
宋小冬,吕迪. 村庄布点规划方法探讨[J]. 城市规划学刊,2010(5):65-71.
SONG Xiaodong, LYU Di. Discussion on the planning method of village distribution[J]. Urban Planning Forum, 2010(5): 65-71.
黄勇,张四朋. 高山峡谷区村镇空间结构及影响因素研究——以康定折东区域为例[J]. 西部人居环境学刊,2018,33(5):42-46.
HUANG Yong, ZHANG Sipeng. Study on spatial structure and influencing factors of villages and towns in alpine canyon area: a case study of Zhedong District, Kangding[J]. Western Journal of Human Settlement Environment, 2018, 33(5): 42-46.
CSÁJI B, BROWET A, TRAAG V, et al. Exploring the mobility of mobile phone users[J]. Physica A: Statistical Mechanics and Its Applications, 2013, 392(6): 1459-1473.
BAJARDI P, DELFION M, PANISSON A, et al. Unveiling patterns of international communities in a global city using mobile phone data[J]. EPJ Data Science, 2015, 4(1): 3.
EAGLE N, MONTJOYE Y, BETTENCOURT L. Community computing: comparisons between rural and urban societies using mobile phone data[C]//2009 International Conference on Computational Science and Engineering. IEEE, 2009.
LOUAIL T, LENORMAND M, ROS O, et al. From mobile phone data to the spatial structure of cities[J]. Scientific Reports, 2014, 4: 5276.
周永杰,刘洁贞,朱锦锋,等. 基于手机信令数据的珠三角城市群空间特征研究[J]. 规划师,2018,34(1):113-119.
ZHOU Yongjie, LIU Jiezhen, ZHU Jinfeng, et al. Study on spatial characteristics of Pearl River Delta urban agglomeration based on mobile signaling data[J]. Planners, 2018, 34(1): 113-119.
王德,顾家焕,晏龙旭. 上海都市区边界划分——基于手机信令数据的探索[J]. 地理学报,2018,73(10):1896-1909.
WANG De, GU Jiahuan, YAN Longxu. Boundary division of Shanghai metropolitan area: exploration based on mobile signaling data[J]. Acta Geographica Sinica, 2018, 73(10): 1896-1909.
王垚,钮心毅,宋小冬,等. 人流联系和经济联系视角下区域城市关联比较——基于手机信令数据和企业关联数据的研究[J]. 人文地理,2018,33(2): 84-91,146.
WANG Yao, NIU Xinyi, SONG Xiaodong, et al. Comparison of regional urban linkages from the perspective of human flow linkages and economic lnkages: a study based on mobile signaling data and enterprise linkage data[J]. Human Geography, 2018, 33(2): 84-91, 146.
姚凯,钮心毅. 手机信令数据分析在城镇体系规划中的应用实践——南昌大都市区的案例[J]. 上海城市规划,2016(4):91-97.
YAO Kai, NIU Xinyi. Application of mobile signaling data analysis in urban system planning: a case study of Nanchang Metropolitan Area[J]. Shanghai Urban Planning Review, 2016(4): 91-97.
谭文垦,王德,顾家焕. 手机信令数据在县域村镇规划中的适用性研究[J]. 城市建筑,2019,16(1):29-35.
TAN Wenken, WANG De, GU Jiahuan. Applicability of mobile signaling data in county village planning[J]. Urbanism and Architecture, 2019, 16(1): 29-35.
HALL P,PAIN K. The polycentric metropolis:learning from mega-city regions in Europe[M]. London:Earthscan, 2006.
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 Miaoxi, LI Zhifeng, ZHONG Ye, et al. Topological structure of multi-center network of urban agglomerations in China[J]. Progress in Geography, 2016, 35(3): 376-388.
WATTS D, STROGATZ S. Collective dynamics of "small-world" networks[J]. Nature, 1998, 393(6684): 440.
LATORA V, MARCHIORI M. Efficient behavior of small-world networks[J]. Physical Review Letters, 2001, 87(19): 198701.
DUYCKAERTS C, GODEFOY G. Voronoi tessellation to study the numerical density and the spatial distribution of neurones[J]. Journal of Chemical Neuroanatomy, 20(1): 83-92.

微信扫一扫
关注“上海城市规划”
公众号