Lake Victoria from Space and AI Perspective
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Product details:
- Edition number 2
- Publisher Springer Nature Switzerland
- Date of Publication 24 January 2026
- Number of Volumes 1 pieces, Book
- ISBN 9783031847356
- Binding Hardback
- No. of pages415 pages
- Size 235x155 mm
- Language English
- Illustrations XIX, 415 p. 151 illus., 138 illus. in color. Illustrations, black & white 700
Categories
Long description:
This second edition of the book presents Artificial Intelligence (AI)-based Lake Victoria Basin (LVB)’s water monitoring products that stretches over 50 years from the Gravity Recovery and Climate Exchange (GRACE) and its Follow-on (GRACE-FO) satellite missions, investigates the lake's floating islands that disrupts power production, analyses LVB's groundwater, and unravels the causes of the 2018-2019 rise of its water level.
In a unique cross-disciplinary approach, the book articulates the various climatic impacts and explanations from natural and anthropogenic origins, which affected Lake Victoria and its vicinity, including the drastic increase and depletion of water level in the Lake and dams, floods and droughts, water quality/security, crop health, food security, and economic implications. The book is recommended for readers from a diverse discipline, including physical and social sciences, policy, law, engineering, and disaster management. Professor C.K. Shum, Ohio State University.
MoreTable of Contents:
Part I. Global and Lake Victoria’s Water Resources.- Chapter 1. Global Freshwater Resources.- Chapter 2. Lake Victoria’s Water Resources.- Chapter 3. Challenges: Sustainability and Obsolete Treaties.- Chapter 4. Lake Level: Dam Operations Versus Droughts.- Part II. Remote Sensing Techniques.- Chapter 5. Satellite Remote Sensing.- Chapter 6. GNSS Reflectometry and Applications.- Chapter 7. Improved Remotely Sensed Satellite Products.- Part III. Sensing the Lake and Its Basin.- Chapter 8. Physical Dynamics of the Lake: Is It Dying?.- Chapter 9. Rapid 2002–2006 Fall: Anthropogenic Induced?.- Chapter 10. Rapid 2002–2006 Fall: Climate Induced?.- Chapter 11. Climate Change and Its Economic Implications.- Chapter 12. Lake Victoria Basin: Droughts and Food Security.- Chapter 13. Early Warning System: Is NDVI the Answer?.
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