Description
Earth Observation for Flood Applications: Progress and Perspectives describes the latest scientific advances in Earth Observation. With recent floods around the world becoming ever more devastating, there is a need for better science enabling more effective solutions at a fast pace. This book aims at stretching from the current flood mapping to diverse real data so as to estimate the flood risk and damage. Earth Observation for Flood Applications: Progress and Perspectives includes three parts containing each a separate but complementary topic area under floods. Each chapter unfolds various applications, case studies, and illustrative graphics. In terms of flood mapping and monitoring, the usage of multi-sensor satellite data, web-services information, microwave remote sensing methods are discussed in depth. So, this book is a valuable resource for scientists, researchers, and students in the area of earth observation.- Focuses in on one specific application field of Earth Observation- Brings the latest scientific advances and perspectives from experts around the world- Includes extensive figures, tables, and case studies to illustrate real-life applications
Table of Contents
Section 1. Monitoring and Modeling Flood Processes and Hazards 1. Earth Observation for Flood Applications: Progress and Perspectives 2. An Automatic System for Near-Real Time Flood Extent and Duration Mapping Based on Multi-Sensor Satellite Data 3. Flood Mapping with Passive Microwave Remote Sensing: Current Capabilities and Directions for Future Development4. River Flood Modeling and Remote Sensing Across Scales: Lessons from Brazil 5. Using the Surface Water and Ocean Topography Mission Data to Estimate River Bathymetry and Channel RoughnessSection 2. Estimating Flood Exposure, Damage and Risk 6. From Cloud to Refugee Camp: A Satellite-Based Flood Analytics Case-Study in Congo-Brazzaville 7. DFO—Flood Observatory 8. How Earth Observation Informs the Activities of the Re/Insurance Industry on Managing Flood Risk 9. Flood Detection and Monitoring with EO Data Tools and Systems Section 3. Emerging Applications and Challenges 10. Emerging Remote Sensing Technologies for Flood Applications 11. Earth Observations for Anticipatory Action: Case Studies in Hydrometeorological Hazards 12. Earth Observation and Hydraulic Data Assimilation for Improved Flood Inundation Forecasting 13. Artificial Intelligence for Flood Observation 14. The Full Potential of EO for Flood Applications: Managing Expectations 15. Emerging Techniques in Machine Learning for Processing Satellite Images of Floods 16. Merged AMSR-E/AMSR-2 and GPM Passive Microwave Radiometry for Measuring River Floods, Runoff, and Ice Cover
