Big data support of urban planning and management : the experience in China
Zhenjiang Shen (Editor), Miaoyi Li (Editor)
In the era of big data, this book explores the new challenges of urban-rural planning and management from a practical perspective based on a multidisciplinary project. Researchers as contributors to this book have accomplished their projects by using big data and relevant data mining technologies for investigating the possibilities of big data, such as that obtained through cell phones, social network systems and smart cards instead of conventional survey data for urban planning support. This book showcases active researchers who share their experiences and ideas on human mobility, accessibility and recognition of places, connectivity of transportation and urban structure in order to provide effective analytic and forecasting tools for smart city planning and design solutions in China
xxx, 456 pages : illustrations (chiefly color), maps (chiefly color) ; 25 cm
9783319519289, 331951928X
1014140261
Chapter 1: Overview: Big Data Support for Urban Planning and Management in China
Part 1: Social Big Data for Exploring Human Behaviors and Urban Structure
Chapter 2: Early Warning of Human Crowds Based on Query Data from Baidu Map: A Lesson from Shanghai Stampede
Chapter 3: Research on Spatial Distribution Characteristics of Residents' Emotions Based on Sina Weibo Big Data: A Case Study of Nanjing
Chapter 4: Measuring by Movements: Hierarchical Clustering of Cities in China Based on Aggregated Massive Positioning Data
Chapter 5: Assessment of Regional Economic Integration Based on Relational Data: The Case of the Yangtze River Delta
Chapter 6: The Recognition of CAZ in Shanghai Based on Evaluated POI
Chapter 7: The Fear of Ebola: A Tale of Two Cities in China
Part 2: POI for Exploring Urban Space Recognition
Chapter 8: Identifying and Evaluating Urban Centers for the Whole China Using Open Data
Chapter 9: Geographic Big Data's Applications in Retailing Business Market
Chapter 10: Redefinition the Social Space Based on Social Atlas Analysis: A Case Study of Dongguan, China
Chapter 11: The Spatial and Temporal Evolution of Innovative Function of Science and Technology of Beijing Based on the Analysis of Enterprise Data
Part 3: Mobile Device Data for Integrating Land Use and Transportation Planning
Chapter 12: Spatial Development Analysis of the Southern Area of Beijing Based on Multi-Source Data
Chapter 13: Study on Population Dynamics and Mobility of Shanghai Based on Cell Phone Signaling Data
Chapter 14: The Application of Big Data in the Study of Urban Spatial Structure
Chapter 15: Application of Cellular Data in Traffic Planning
Chapter16: Extract the Spatial-temporal Distribution of Transit Trips from Smart Card Transaction Data: A Comparison between Shanghai and Singapore
Part 4: Cyber Infrastructure for Urban Management
Chapter 17: Traffic Big Data and Its Application in Road Traffic Performance Evaluation-Illustrated by the Case of Shenzhen
Chapter 18: Understanding Job-Housing Relationship from Cell Phone Data Based on Hadoop
Chapter 19: Towards Mobility Turn in Urban Planning: Smart Travel Planning Based on Space-Time Behavior in Beijing, China
Chapter 20: Observing and Quantifying Vitality of Dashilanr: An Automatic Human Activity Data Collection Experiment
Chapter 21: Urban wind path planning based on meteorological and remote sensing data and GIS based ventilation analysis
Chapter 22: A Synthesized Urban Science in the Context of Big Data and Cyber infrastructure