Big data support of urban planning and management : the experience in China

Front Matter ....Pages i-xxx
 Overview: Big Data Support for Urban Planning and Management in China  (Zhenjiang Shen)....Pages 1-15
Front Matter ....Pages 17-17
 Early Warning of Human Crowds Based on Query Data from Baidu Maps: Analysis Based on Shanghai Stampede  (Jingbo Zhou, Hongbin Pei, Haishan Wu)....Pages 19-41
 Spatial Distribution Characteristics of Residents’ Emotions Based on Sina Weibo Big Data: A Case Study of Nanjing  (Feng Zhen, Jia Tang, Yingxue Chen)....Pages 43-62
 Measuring by Movements: Hierarchical Clustering of Cities in China Based on Aggregated Massive Positioning Data  (Dong Li, Menghe Wu, Bingruo Duan, Yuheng Cai)....Pages 63-77
 Assessment of Regional Economic Integration Based on Relational Data: The Case of the Yangtze River Delta  (Tao Li, Jiaju Miao, Yina Zhang)....Pages 79-97
 The Recognition of CAZ in Shanghai Based on Evaluated POI  (Liu Liu, Zhuqing Liu)....Pages 99-112
 The Fear of Ebola: A Tale of Two Cities in China  (Xinyue Ye, Shengwen Li, Xining Yang, Jay Lee, Ling Wu)....Pages 113-132
Front Matter ....Pages 133-133
 Identifying and Evaluating Urban Centers for the Whole China Using Open Data  (Yaotian Ma, Ying Long)....Pages 135-155
 Geographic Big Data’s Applications in Retailing Business Market  (Xin Chen, Fangcao Xu, Weili Wang, Yikang Du, Miaoyi Li)....Pages 157-176
 Redefinition of the Social Space Based on Social Atlas Analysis: A Case Study of Dongguan, China  (Yungang Liu, Haiyu Su)....Pages 177-192
 The Spatial and Temporal Evolution of Innovative Function of Science and Technology of Beijing Based on the Analysis of Enterprise Data  (Juan Li, Miaoyi Li, Anrong Dang, Zhongwei Song)....Pages 193-217
Front Matter ....Pages 219-219
 Spatial Development Analysis of the Southern Area of Beijing Based on Multisource Data  (Wenqi Lin, Liang Ma, Qiao Chu, Yong Gao)....Pages 221-237
 Spatio-temporal Dynamics of Population in Shanghai: A Case Study Based on Cell Phone Signaling Data  (De Wang, Weijing Zhong, Zhenxuan Yin, Dongcan Xie, Xiao Luo)....Pages 239-254
 Application of Big Data in the Study of Urban Spatial Structures  (Yi Shi, Junyan Yang)....Pages 255-272
 Application of Cellular Data in Traffic Planning  (Jianhui Lai, Yanyan Chen, Zijun Wu, Guang Yuan, Miaoyi Li)....Pages 273-296
 Extract the Spatiotemporal Distribution of Transit Trips from Smart Card Transaction Data: A Comparison Between Shanghai and Singapore  (Yi Zhu)....Pages 297-315
Front Matter ....Pages 317-317
 Towards Mobility Turn in Urban Planning: Smart Travel Planning Based on Space-Time Behavior in Beijing, China  (Yanwei Chai, Zifeng Chen)....Pages 319-337
 Traffic Big Data and Its Application in Road Traffic Performance Evaluation: Illustrated by the Case of Shenzhen  (Jiandong Qiu, Wei Chen)....Pages 339-357
 Understanding Job-Housing Relationship from Cell Phone Data Based on Hadoop  (Miaoyi Li, Nawei Wu, Xiaoyong Tang, Jia Lu)....Pages 359-387
 Quantifying Vitality of Dashilanr: An Experiment Conducting Automated Human-Centered Observation  (Boshu Cui, Mingrui Mao)....Pages 389-413
 Urban Wind Path Planning Based on Meteorological and Remote Sensing Data and GIS-Based Ventilation Analysis  (Qingming Zhan, Yuli Fan, Yinghui Xiao, Wanlu Ouyang, Yafei Yue, Yuliang Lan)....Pages 415-433
 A Synthesized Urban Science in the Context of Big Data and Cyberinfrastructure  (Xinyue Ye, Wenwen Li, Qunying Huang)....Pages 435-448
Back Matter ....Pages 449-456