Extreme Value Theory with Applications to Natural Hazards: From Statistical Theory to Industrial Practice

This book provides a comprehensive overview of statistical extreme value theory for quantifying natural hazards, including data selection, non-stationary theory, and estimation techniques. It also discusses alternative approaches and presents case studies. It is intended for researchers and engineers interested in risk analysis.

Format: Paperback / softback
Length: 481 pages
Publication date: 10 October 2022
Publisher: Springer Nature Switzerland AG

This comprehensive and visually stunning book delves into the realm of statistical extreme value theory, offering a powerful tool for quantifying natural hazards such as strong winds, floods, and rainfall. By employing an interdisciplinary approach, the theoretical methods outlined in this text can be effectively applied to real-world scenarios. The approach encompasses a series of crucial steps, including data selection and correction, the application of non-stationary theory to account for trends influenced by climate change, and the selection of appropriate estimation techniques based on a range of criteria, including decision-theoretic features, empirical robustness, and a comprehensive treatment of uncertainties. Furthermore, the book critically examines and evaluates alternative approaches based on stochastic and dynamic numerical models, as well as emerging data analysis issues. It also presents extensive case studies spanning various disciplines, providing a state-of-the-art overview of the field.

Designed for individuals with a foundational understanding of statistical methods who are eager to quantify natural hazards, this book also serves as a valuable resource for engineers engaging in risk analyses alongside scientists from diverse fields, such as hydrologists, meteorologists, and climatologists. Through its comprehensive coverage and interdisciplinary approach, this text empowers readers to make informed decisions and develop effective strategies for mitigating the impact of natural disasters.

Weight: 765g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030749446
Edition number: 1st ed. 2021