Citation: | GU Yanyan, JIAO Limin, DONG Ting, WANG Yandong, XU Gang. Spatial Distribution and Interaction Analysis of Urban Functional Areas Based on Multi-source Data[J]. Geomatics and Information Science of Wuhan University, 2018, 43(7): 1113-1121. DOI: 10.13203/j.whugis20160192 |
[1] |
Batty M. The Size, Scale, and Shape of Cities[J]. Science, 2008, 319(5864):769-771 doi: 10.1126/science.1151419
|
[2] |
Jiao L, Liu Y. Analyzing the Spatial Autocorrelation of Regional Urban Datum Land Price[J]. Geo-spatial Information Science, 2012, 15(4):263-269 doi: 10.1080/10095020.2012.714103
|
[3] |
郑宇.城市计算概述[J].武汉大学学报·信息科学版, 2015, 40(1):1-13 http://ch.whu.edu.cn/CN/abstract/abstract3172.shtml
Zheng Yu. Introduction to Urban Computing[J].Geomatics and Information Science of Wuhan University, 2015, 40(1):1-13 http://ch.whu.edu.cn/CN/abstract/abstract3172.shtml
|
[4] |
池娇, 焦利民, 董婷, 等.基于POI数据的城市功能区定量识别及其可视化[J].测绘地理信息, 2016, 41(2):68-73 http://www.cqvip.com/QK/93326X/201602/668486509.html
Chi Jiao, Jiao Limin, Dong Ting, et al. Quantitative Identification and Visualization of Urban Functional Area Based on POI Data[J]. Journal of Geoma-tics, 2016, 41(2):68-73 http://www.cqvip.com/QK/93326X/201602/668486509.html
|
[5] |
张云菲, 杨必胜, 栾学晨.语义知识支持的城市POI与道路网集成方法[J].武汉大学学报·信息科学版, 2013, 38(10):1229-1233 http://ch.whu.edu.cn/CN/abstract/abstract2762.shtml
Zhang Yunfei, Yang Bisheng, Luan Xuechen. Integrating Urban POI and Road Networks Based on Semantic Knowledge[J]. Geomatics and Information Science of Wuhan University, 2013, 38(10):1229-1233 http://ch.whu.edu.cn/CN/abstract/abstract2762.shtml
|
[6] |
Long Y, Shen Z. Geospatial Analysis to Support Urban Planning in Beijing[M]. Beijing:Springer International Publishing, 2015
|
[7] |
蒋波涛, 王艳东, 叶信岳.使用点评数据探测城市商业服务设施的发展规律[J].测绘学报, 2015, 44(9):1022-1028 doi: 10.11947/j.AGCS.2015.20140556
Jiang Botao, Wang Yandong, Ye Xinyue. Detecting Development Pattern of Urban Business Facilities Using Reviews Data[J]. Acta Geodaetica et Cartographica Sinica, 2015, 44(9):1022-1028 doi: 10.11947/j.AGCS.2015.20140556
|
[8] |
李德仁, 姚远, 邵振峰.智慧城市中的大数据[J].武汉大学学报·信息科学版, 2014, 39(6):631-640 http://ch.whu.edu.cn/CN/abstract/abstract2999.shtml
Li Deren, Yao Yuan, Shao Zhenfeng. Big Data in Smart City[J]. Geomatics and Information Science of Wuhan University, 2014, 39(6):631-640 http://ch.whu.edu.cn/CN/abstract/abstract2999.shtml
|
[9] |
Liu Y, Wang F, Xiao Y, et al. Urban Land Uses and Traffic 'Source-Sink Areas':Evidence from GPS-enabled Taxi Data in Shanghai[J]. Landscape and Urban Planning, 2012, 106(1):73-87 doi: 10.1016/j.landurbplan.2012.02.012
|
[10] |
Yuan J, Zheng Y, Xie X. Discovering Regions of Different Functions in a City Using Human Mobility and POIs[C]. The 18th ACM SIGKDD Interna-tional Conference on Knowledge Discovery and Data Mining, New York, USA, 2012
|
[11] |
周素红, 郝新华, 柳林.多中心化下的城市商业中心空间吸引衰减率验证——深圳市浮动车GPS时空数据挖掘[J].地理学报, 2015, 69(12):1810-1820 http://www.cqvip.com/QK/90059X/201412/663525091.html
Zhou Suhong, Hao Xinhua, Liu Lin. Validation of Spatial Decay Law Caused by Urban Commercial Center's Mutual Attraction in Polycentric City:Spatio-Temporal Data Mining of Floating Cars' GPS Data in Shenzhen[J].Acta Geographica Sinica, 2015, 69(12):1810-1820 http://www.cqvip.com/QK/90059X/201412/663525091.html
|
[12] |
王汉东, 乐阳, 李宇光, 等.城市商业服务设施吸引力的空间相关性分析[J].武汉大学学报·信息科学版, 2011, 36(9):1102-1106 http://ch.whu.edu.cn/CN/abstract/abstract653.shtml
Wang Handong, Yue Yang, Li Yuguang, et al. Spatial Correlation Analysis of Attractiveness of Commercial Facilities[J]. Geomatics and Information Science of Wuhan University, 2011, 36(9):1102-1106 http://ch.whu.edu.cn/CN/abstract/abstract653.shtml
|
[13] |
Krosche J, Boll S. The xPOI Concept[C]. First International Workshop on Location and Context Awareness, Oberpfaffenhofen, Germany, 2005
|
[14] |
彭明军.利用层次空间推理进行城市空间信息多级网格划分[J].武汉大学学报·信息科学版, 2010, 35(9):1112-1115 http://ch.whu.edu.cn/CN/abstract/abstract1053.shtml
Peng Mingjun. Division of Urban Spatial Information Multi-grid Based on Hierarchical Spatial Reasoning[J].Geomatics and Information Science of Wuhan University, 2010, 35(9):1112-1115 http://ch.whu.edu.cn/CN/abstract/abstract1053.shtml
|
[15] |
禹文豪, 艾廷华, 杨敏, 等.利用核密度与空间自相关进行城市设施兴趣点分布热点探测[J].武汉大学学报·信息科学版, 2016, 41(2):221-227 http://ch.whu.edu.cn/CN/abstract/abstract3459.shtml
Yu Wenhao, Ai Tinghua, Yang Min, et al. Detecting "Hot Spots" of Facility POIs Based on Kernel Density Estimation and Spatial Autocorrelation Technique[J]. Geomatics and Information Science of Wuhan University, 2016, 41(2):221-227 http://ch.whu.edu.cn/CN/abstract/abstract3459.shtml
|
[16] |
Jiang B. Head/Tail Breaks:A New Classification Scheme for Data with a Heavy-Tailed Distribution[J].The Professional Geographer, 2013, 65(3):482-494 doi: 10.1080/00330124.2012.700499
|
[17] |
中华人民共和国住房和城乡建设部. GB50137-2011城市用地分类与规划建设用地标准[S]. 北京: 中国建筑工业出版社, 2011
Ministry of Housing and Urban-Rural Development of the People's Republic of China. GB50137-2011 Code for Urban Land Use Classes and Standards of Planning Construction Land[S]. Beijing: China Architecture & Building Press, 2011
|
[18] |
张景秋, 贾磊, 孟斌.北京城市办公活动空间集聚区研究[J].地理研究, 2010, 29(4):675-682 doi: 10.13249/j.cnki.sgs.2015.02.151
Zhang Jingqiu, Jia Lei, Meng Bin. A Study on Office Activities Cluster in Beijing City[J]. Geographical Research, 2010, 29(4):675-682 doi: 10.13249/j.cnki.sgs.2015.02.151
|
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