Spatial analysis using big data : methods and urban applications /: methods and urban applications. (2019)

• Record Type: Book
• Further Information: Note: Edited by Yoshiki Yamagata, Hajime Seya.
• Editors: Yamagata, Yoshiki; Seya, Hajime
• Contents: Part 1. Introduction Part 2. Methods for big spatial data analysis 1. Spatial statistics and data assimilation 2. Spatial and temporal statistical models 3. Spatial econometrics and social interaction models 4. Spatial clustering models 5. Complex network models 6. Spatial mobility data models 7. Land use and transport models 8. Land use scenario visualization tools Part 3. Urban applications of big spatial data analysis 9. Surface temperature mapping for heat wave risk management 10. Spatial heat-wave assessments using Geo-tagged Twitter data 11. Assimilation of cell phone mobility data for agent based simulation 12. Spatial-social network analysis of the patent data 13. CO2 emission mapping using human sensor data 14. Optimal community clustering for sharing economy 15. View value analysis using 3D urban structure data 16. Big Spatial Data Analysis: case studies in New York 17. Big Spatial Data Analysis: case studies in London
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 307.76028557; Spatial analysis (Statistics) -- Data processing; Urban geography -- Data processing; Big data
• Languages: English
• ISBNs: 9780128131329
• Related ISBNs: 9780128131275
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.