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Extremes in a Changing Climate Amir AghaKouchak

Extremes in a Changing Climate By Amir AghaKouchak

Extremes in a Changing Climate by Amir AghaKouchak


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Summary

This book provides a collection of the state-of-the-art methodologies and approaches suggested for detecting extremes, trend analysis, accounting for nonstationarities, and uncertainties associated with extreme value analysis in a changing climate.

Extremes in a Changing Climate Summary

Extremes in a Changing Climate: Detection, Analysis and Uncertainty by Amir AghaKouchak

This book provides a collection of the state-of-the-art methodologies and approaches suggested for detecting extremes, trend analysis, accounting for nonstationarities, and uncertainties associated with extreme value analysis in a changing climate. This volume is designed so that it can be used as the primary reference on the available methodologies for analysis of climate extremes. Furthermore, the book addresses current hydrometeorologic global data sets and their applications for global scale analysis of extremes. While the main objective is to deliver recent theoretical concepts, several case studies on extreme climate conditions are provided.

Audience
The book is suitable for teaching in graduate courses in the disciplines of Civil and Environmental Engineering, Earth System Science, Meteorology and Atmospheric Sciences.

Extremes in a Changing Climate Reviews

This edited volume is comprised of 13 chapters emerging from a wide range of topics on detecting extremes, trend analysis and associated uncertainties with such analysis. The organization of the text makes it useful equally as a graduate textbook and as a reference book. Extremes in a Changing Climate: Detection, Analysis and Uncertainty successfully goes beyond achieving its objectives and goals, and makes for a great read. (S. E. Ahmed, Technometrics, Vol. 57 (1), February, 2015)

Table of Contents

1. Statistical Indices for Diagnosing and Detecting Changes in Extremes.- 2. Statistical Methods for Nonstationary Extremes.- 3. Bayesian Methods for Nonstationary Extreme Value Analysis.-
4. Return Periods and Return Levels Under Climate Change.- 5. Multivariate Extreme Value Methods.- 6. Methods of Extreme Value Index and Tail Dependence Estimation.- 7. Stochastic Models of Climate Extremes:Theory and Observations.- 8. Methods of Projecting Future Changes in Extremes.- 9. Climate Variability and Weather Extremes: Model-Simulated and Historical Data.- 10. Uncertainties in Observed Changes in Climate Extremes.- 11. Uncertainties in Projections of Future Changes in Extremes.- 12. Global Data Sets for Analysis of Climate Extremes.- 13. Nonstationarity in Extremes and Engineering Design.- Index.

Additional information

NPB9789400744783
9789400744783
9400744781
Extremes in a Changing Climate: Detection, Analysis and Uncertainty by Amir AghaKouchak
New
Hardback
Springer
2012-10-24
426
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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