Predicting Earthquakes, Eruptions, and Tsunamis With Machine Learning Forecasting (Hardcover)

Language: English

Published by Igi Global Scientific Publishing, 2026

9798337380421

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Hardcover

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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 our Sydney, NSW warehouse or from our UK or US warehouse, 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

AussieBookSeller

Truganina, VIC, Australia

5-star seller

AbeBooks seller since June 22, 2007

Shipping rates from Australia to U.S.A.

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The Nile Group Pty Ltd

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Truganina, VIC Australia 3029