8 Best Books on Modeling of Extreme Events

“Extreme Events: Observations, Modeling, and Economics (Geophysical Monograph Series)” Book Review: TThis book is aimed at those who specialize in hazard and risk analysis, encompassing extreme geophysical phenomena such as asteroid impacts, climatic changes, earthquakes, tsunamis, hurricanes, landslides, volcanic eruptions, flooding, and space weather. It provides an in-depth exploration of their socio-economic impacts on local and global levels, while also delving into their fundamental principles and consequences.

“Neural Networks and Sea Time Series: Reconstruction and Extreme-Event Analysis (Modeling and Simulation in Science, Engineering and Technology)” Book Review: This is an insightful book that explores the application of neural networks in analyzing and reconstructing sea time series data. This book is a valuable resource for scientists, researchers, and students in the field of modeling and simulation. The chapters cover a wide range of topics including data preprocessing, neural network architectures, reconstruction techniques, and extreme-event analysis. With its practical examples and detailed explanations, this book provides a comprehensive understanding of using neural networks for analyzing sea time series data.

“Bibliography of Forest Water Yields, Flooding Issues, and the Hydrologic Modeling of Extreme Flood Events” Book Review: This is a comprehensive reference book that covers various aspects related to forest water yields, flooding issues, and hydrologic modeling of extreme flood events. This book is a valuable resource for researchers, professionals, and students interested in understanding the hydrological processes and their implications in forested areas. The chapters discuss topics such as forest hydrology, water yield estimation, flood frequency analysis, flood modeling techniques, and the impact of forests on flood events. With its extensive bibliography, this book serves as a valuable guide for further research in this field.

“Coastal Storms: Processes and Impacts (Hydrometeorological Extreme Events)” Book Review: This book provides a comprehensive and groundbreaking analysis of coastal storms, catering to students and professionals in the field. It offers a wealth of information on advanced innovations in forecasting, prediction, and early warning systems, serving as a crucial resource for accurate risk assessment and the development of effective coastal management strategies. The book covers topics such as structural overtopping, damage assessment, and the underlying hydrodynamic and morphodynamic processes. With dedicated chapters on monitoring methods, prediction techniques, early warning systems, and consequence modeling, it serves as a valuable compilation of scientific and policy-related knowledge pertaining to climate-related extreme events.

“Extreme Events in Finance: A Handbook of Extreme Value Theory and its Applications (Wiley Handbooks in Financial Engineering and Econometrics)” Book Review: This book is intended for professionals in financial markets, including financial institutions, investment funds, corporate treasuries, financial engineers, quantitative analysts, regulators, risk managers, large-scale consultancy groups, and insurers. The book provides an in-depth examination of extreme value theory (EVT) in finance, including its theory, methods, and applications. It offers insights into market behavior, covering both ordinary and extraordinary conditions. The book includes the history of EVT and financial modeling, fundamental results of EVT in finance, EVT methods for data analysis, practical applications, and techniques for implementation in financial markets. Additionally, the book features discussions on using R packages to compute risk values and related quantities, as well as extensive references for further study.

“Extreme Events in Nature and Society (The Frontiers Collection)” Book Review: This is a comprehensive book that explores the occurrence and impacts of extreme events across various domains. It covers topics such as natural disasters, climate change, financial crises, and social upheavals. The book delves into the underlying mechanisms, risk assessment, and management strategies associated with extreme events. Chapters discuss case studies, statistical analysis, and modeling techniques to understand and predict extreme events. Suitable for researchers, students, and professionals, this book provides valuable insights into the complex dynamics and consequences of extreme events in both natural and societal systems.