Big Data Support of Urban Planning and Management The Experience in China /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Shen, Zhenjiang (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Li, Miaoyi (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Advances in Geographic Information Science,
• Θέματα: Energy policy.; Energy and state.; Transportation.; Environmental management.; Economic geography.; Regional planning.; Urban planning.; Data mining.; Energy Policy, Economics and Management.; Water Policy/Water Governance/Water Management.; Economic Geography.; Landscape/Regional and Urban Planning.; Data Mining and Knowledge Discovery.

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 fo...

Πίνακας περιεχομένων:

• 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.