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

Extremes in a Changing Climate: Detection, Analysis and Uncertainty: Water Science and Technology Library, cartea 65

Editat de Amir AghaKouchak, David Easterling, Kuolin Hsu, Siegfried Schubert, Soroosh Sorooshian
en Limba Engleză Paperback – 9 noi 2014
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.
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Specificații

ISBN-13: 9789401783378
ISBN-10: 9401783373
Pagini: 440
Ilustrații: XIV, 426 p.
Dimensiuni: 155 x 235 x 23 mm
Greutate: 0.61 kg
Ediția:2013
Editura: SPRINGER NETHERLANDS
Colecția Springer
Seria Water Science and Technology Library

Locul publicării:Dordrecht, Netherlands

Public țintă

Research

Cuprins

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.

Recenzii

“This edited volume is comprised of 13 chaptersemerging from a wide range of topics on detecting extremes, trend analysis andassociated uncertainties with such analysis. … The organization of the textmakes it useful equally as a graduate textbook and as a reference book. … Extremesin a Changing Climate: Detection, Analysis and Uncertainty successfully goesbeyond achieving its objectives and goals, and makes for a great read.” (S. E.Ahmed, Technometrics, Vol. 57 (1), February,2015)

Textul de pe ultima copertă

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.

Caracteristici

A comprehensive reference book of methodologies and approaches in extreme value analysis Relevant to many graduate courses in Civil & Environmental Engineering, Earth System Science, Meteorology and Atmospheric Sciences Extreme events are being researched rigorously Addresses challenges in climate change research