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Full Description
Urban Observation and Social Sensing helps readers see cities in a way they have seldom imagined before. Advanced technologies such as satellites in space, near surface drones, or even smartphones, can be used to explain how a city functions, or why certain areas are more populated than others. It examines the science of capturing city images and information gathered from above the ground combined with the information from social media and mobile data on the ground, and how to make sense of it all. From planning better neighborhoods to understanding how city life affects health, this book is a guide to the future of urban living and the technologies that help navigate it.
Features
Covers a broad spectrum of urban observation methods in one resource to ensure a thorough understanding of diverse data collection methods.
Provides a unique emphasis on social sensing to enable a more holistic and human-centric view of urban landscapes.
Includes practical applications to showcase how the data and methodologies can be used in real-world scenarios.
Explains the current technologies and methodologies but also offers insights into the future trajectory of urban science.
Integrates technological advances with informed urban planning and real-time insights to elucidate a holistic understanding of urban spaces.
This is an excellent, insightful resource for researchers, academics, students, and professionals in Remote Sensing, Geographic Information Systems, Urban Planning and Design, Data Science, Geography, Earth Science, and those interested in the future of urban living and planning.
Contents
1. Multispectral Remote Sensing in Urban Environments. 2. Advances in Nighttime Light Remote Sensing for Urban Observation. 3. Complex Linear Attention Network for Urban Land Cover Mapping from PolSAR Data. 4. Towards 3D Forest Structure Analysis: LiDAR Techniques Advancing Urban Forest Ecosystems. 5. Advanced Applications of Nano-Satellite Constellation in Urban Environmental Monitoring. 6. The Transformative Role of Social Media Data in Urban Studies. 7. Geospatial Optimization Coupling Spatiotemporal Big Data and Deep Reinforcement Learning. 8. Understanding Cities through the Lens of Spatial Navigation. 9. Towards the Science of Living Structure: Making and Remaking Liveble Cities as part of Urban Informatics. 10. Localised Sensor-Enhanced Assessment of Indoor Heat Exposure in Low-Income Housing in Global South.
