Computational Approaches for Urban Environments
This book aims to promote the synergistic usage of advanced computational methodologies in close relationship to geospatial information across cities of different scales. A rich collection of chapters subsumes current research frontiers originating from disciplines such as geography, urban planning,...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2015, 2015
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| Edition: | 1st ed. 2015 |
| Series: | Geotechnologies and the Environment
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Computational Approaches for Urban Environments: An Editorial
- Part I Spatial Planning and Decision-Making
- From Fractal Urban Pattern Analysis to Fractal Urban Planning Concepts
- Knowledge Discovery in Spatial Planning Data: A Concept for Cluster Understanding
- Clustering Contextual Neural Gas: A New Approach for Spatial Planning and Analysis Tasks
- Part II Housing and Real Estate
- Hedonic House Price Modeling Based on Multilevel Structured Additive Regression
- Simple Agents, Complex Emergent City: Agent-Based Modeling of Intraurban Migration
- Quantifying Urban Diversity: Multiple Spatial Measures of Physical, Social and Economic Characteristics
- Part III Urban Transportation and Mobility
- Everyday Cycling in Urban Environments: Understanding Behaviors and Constraints in Space-Time
- Performance Improvements for Large-Scale Traffic Simulation in MATSim
- Part IV Remote Sensing
- Recent Advances on 2D and 3D Change Detection in Urban Environments from Remote Sensing Data.-Fusion of Airborne Hyperspectral and LiDAR Remote Sensing Data to Study the Thermal Characteristics of Urban Environments
- Modeling Urban Land Use Change: Integrating Remote Sensing with Socioeconomic Data
- Part V Urban Sensing, Social Networks and Social Media
- Linked Activity Spaces: Embedding Social Networks in Urban Space
- Using Non-authoritative Sources During Emergencies in Urban Areas
- Towards a Comparative Science of Cities: Using Mobile Traffic Records in New York, London and Hong Kong
- Epilogue