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Extremes in a Changing Climate [electronic resource] : Detection, Analysis and Uncertainty / edited by Amir AghaKouchak, David Easterling, Kuolin Hsu, Siegfried Schubert, Soroosh Sorooshian.

AghaKouchak, Amir. (editor.). Easterling, David. (editor.). Hsu, Kuolin. (editor.). Schubert, Siegfried. (editor.). Sorooshian, Soroosh. (editor.). SpringerLink (Online service) (Added Author).

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ISBN: 9789400744790
Physical Description: XIV, 423 p. 132 illus., 89 illus. in color. online resource.
Publisher: Dordrecht : Springer Netherlands : 2013.

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Subject:

Geography.
Meteorology.
Civil engineering.
Climatic changes.
Earth Sciences.
Meteorology/Climatology.
Climate Change.
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Civil Engineering.

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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. .

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