Earth Observation and Data Science for Global Urban Mapping - SPACE Webinar
Offered By: IEEE Signal Processing Society via YouTube
Course Description
Overview
Explore cutting-edge Earth observation techniques and data science applications in urban mapping during this 1-hour 21-minute webinar presented by Prof. Xiaoxiang Zhu for the IEEE Signal Processing Society. Delve into the importance of Earth observation in the Big Data era and its role in addressing global urbanization challenges. Learn about innovative technologies like the Global Urban Footprint, radar tomography, and the Planet Lab initiative. Discover how data science approaches are revolutionizing settlement type classification and urban mapping on a global scale. Gain insights into future visions for urban monitoring, data acquisition methods, and local climate classification. The webinar concludes with a discussion on ethical considerations and an interactive Q&A session with the audience.
Syllabus
Introduction
Earth Observation
Big Data Era
Why Data Science
Competence
Urbanization
Global Urban Footprint
Current State of the Art
Planet Lab
Building Footprint
Radar Tomography
Berlin
Data Science Approach
Settlement Type
Preliminary Results
Future Vision
Global Urban Mapping
Audience Questions
Data Acquisition
Local Climate Classification
Ethical Issues
Taught by
IEEE Signal Processing Society
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