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Book Cover
E-book
Author Banihashemi, Saeed

Title Data-Centric Regenerative Built Environment Big Data for Sustainable Regeneration
Published Milton : Taylor & Francis Group, 2022

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Description 1 online resource (199 p.)
Series Routledge Research in Sustainable Planning and Development in Asia Ser
Routledge Research in Sustainable Planning and Development in Asia Ser
Contents Cover -- Half Title -- Series -- Title -- Copyright -- Dedication -- Contents -- List of Figures -- List of Tables -- Preface -- List of Abbreviations -- 1 Classics of Data-Centric Regenerative Built Environment -- Introduction -- Urban Development and Regeneration -- Big Data Technology -- Tools and Sources of Big Data for Urban Regeneration -- Volunteered Data -- Location-Based Social Media Data -- Volunteered Geographic Information (VGI) -- Automatic -- GPS (Global Positioning System) -- SCD (Smart Card Data) -- MPD (Mobile Phone Data) -- Sensors and Objects (Fixed Sensors)
Closed-Circuit Television (CCTV) -- Wireless Sensor Networks (WSNs) -- Monitored Data -- Administrative Data (Governmental Data) -- Private Sector Data -- Concepts and Classics of Data-Centric Regenerative Built Environment Framework -- References -- 2 Big Data in Urban Land Use Regeneration -- Urban Land Use and Its Significance in Sustainable Urban Planning -- Current Situation of Spatial Patterns of Urban Land Use -- Data-Centric Land Use Patterns -- Taxi GPS Trajectories Data -- Geo-Tagged Social Media -- Mobile Phone Data and Call Detail Records -- Summary
Urban Land Use Regeneration of Beijing -- Background -- Big Data Sources -- Social Media Data -- Open Street Map Road Network -- Digital Elevation Model -- Methodology and Process of Data Analysis -- Data Analysis and Results -- Proposing the Areas -- Conclusion -- References -- 3 Big Data in Urban Traffic and Transportation -- Traffic and Transportation Structure in Urban Planning -- Smart Traffic Control and Monitoring Through Big Data -- Background -- GPS Trajectories for Traffic Monitoring and Congestion Detection -- Social Media Data for Traffic Monitoring -- Summary
Big Data Application in Transportation Behaviour and Patterns -- Background -- Smart Card Data for Transportation Behaviour -- Taxi GPS Trajectories for Transportation Behaviour -- Summary -- Data-Driven Traffic and Transportation Analysis of Beijing -- Background -- Big Data Sources -- Taxi GPS Trajectories -- Methodology and Process of Data Analysis -- Data Analysis and Results -- Holistic Analysis -- Space-Time Cube Analysis -- Hotspot and Cold Spot Analysis -- Design Solutions -- Conclusion -- References -- 4 Big Data and Urban Environmental Sustainability
Urban Environmental Issues and Impacts on Planning Approach -- Big Data for Air Pollution Control -- Background -- Fixed Stations -- Wireless Sensor Network (WSN) -- Geo-Tagged Social Media -- Summary -- Data-Driven Noise Management Principles -- Background -- Mobile Phone Application for Noise Monitoring -- WSNs for Noise Monitoring -- Summary -- Tehran's Urban Environmental Regeneration via Big Data Technologies -- Methodology and Process of Data Analysis -- Data Analysis and Results -- Region 10 for the Design Intervention -- Conclusion -- References
Notes Description based upon print version of record
5 Big Data and Urban Social Sustainability
Subject Sustainable development -- Asia
City planning -- Asia -- Data processing
Big data -- Asia
Big data
City planning -- Data processing
Sustainable development
Asia
Form Electronic book
Author Sohi, Sepideh Zarepour
ISBN 9781000593198
1000593193