Predicting Earthquakes, Eruptions, and Tsunamis With Machine Learning Forecasting (Hardcover)
Language: English
Published by Igi Global Scientific Publishing, 2026
- Hardcover
- New
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
AbeBooks seller since October 12, 2005
Condition: New
£ 218.02
Quantity: 1 available
Add to basketItem description from seller
Hardcover. As natural disasters grow in frequency and intensity, the need for faster and more accurate prediction has become increasingly urgent. Traditional physics-based models, while foundational, often struggle with computational limitations and incomplete or noisy data. In response, advances in machine learning and algorithmic techniques are opening new pathways for analyzing complex patterns and improving predictive capabilities. By harnessing data-driven approaches, researchers are beginning to transform how geo-hazards such as earthquakes, volcanic eruptions, and tsunamis are understood and anticipated. Predicting Earthquakes, Eruptions, and Tsunamis With Machine Learning Forecasting addresses the critical need to improve the accuracy and speed of natural disaster prediction by leveraging advanced machine learning (ML) and algorithmic techniques. Through a comprehensive, interdisciplinary approach, the book demonstrates how ML methods can be applied to complex geophysical datasets such as seismic waveforms, GPS deformation data, satellite imagery, thermal signals, and ocean buoy readings to enhance predictive capabilities. Covering topics such as aftershock sequence forecasting, eruption prediction, and volcanic seismicity, this book is a fundamental academic resource for graduate and doctoral students, disaster risk management practitioners, technology developers, data scientists, policy makers and more. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9798337380421
- Title
- Predicting Earthquakes, Eruptions, and Tsunamis With Machine Learning Forecasting (Hardcover)
- Author
- Froilan D. Mobo
- Publisher
- Igi Global Scientific Publishing
- Publication year
- 2026
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 13
- 9798337380421
"Synopsis" may belong to another edition of this title.
Grand Eagle Retail
Bensenville, IL, U.S.A.
AbeBooks seller since October 12, 2005
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