Extreme Value Analysis of Dynamical Wave Climate Projections in the Mediterranean Sea

Abstract A dynamical downscaling approach is used for the projection of the Mediterranean wave climate under greenhouse gas emission scenario A1B (SRES). Two classical approaches of extreme value analysis, that is the Block Maxima and the Peaks-Over-Threshold (POT) methods, are implemented for the estimation of the return values of significant wave heights at four open-sea sites. These methods are applied to the climatic timeseries spanning over 2001-2100 and compared to hindcast simulations for years 1950-2000. Results show a general reduction of extreme events at central locations of the Algerian and Levantine basins while slightly increased extreme activity is observed in the climatic projections of Tyrrhenian and Ionian locations.

[1]  Hajime Mase,et al.  Projection of Extreme Wave Climate Change under Global Warming , 2010 .

[2]  N. Booij,et al.  A third-generation wave model for coastal regions-1 , 1999 .

[3]  A. Sterl,et al.  Projection of Global Wave Climate Change toward the End of the Twenty-First Century , 2012 .

[4]  L. Haan,et al.  Residual Life Time at Great Age , 1974 .

[5]  Piero Lionello,et al.  The Mediterranean surface wave climate inferred from future scenario simulations , 2008 .

[6]  C. Klüppelberg,et al.  Modelling Extremal Events , 1997 .

[7]  Ralf Weisse,et al.  Climate change impact on extreme wave conditions in the North Sea: an ensemble study , 2008 .

[8]  Sofia Caires,et al.  Projection and Analysis of Extreme Wave Climate , 2006 .

[9]  Xiaolan L. Wang,et al.  Advancing Wind-Waves Climate Science , 2012 .

[10]  J. Pickands Statistical Inference Using Extreme Order Statistics , 1975 .

[11]  N. Booij,et al.  A third‐generation wave model for coastal regions: 2. Verification , 1999 .

[12]  E. Vanem Uncertainties in extreme value modelling of wave data in a climate change perspective , 2015 .

[13]  E. J. Gumbel,et al.  Statistics of Extremes. , 1960 .

[14]  Felice Arena,et al.  Wave climate analysis for the design of wave energy harvesters in the Mediterranean Sea , 2015 .

[15]  E. Gumbel,et al.  Statistics of extremes , 1960 .

[16]  B. Gnedenko Sur La Distribution Limite Du Terme Maximum D'Une Serie Aleatoire , 1943 .

[17]  A. Walden,et al.  Maximum likelihood estimation of the parameters of the generalized extreme-value distribution , 1980 .

[18]  J. Houghton,et al.  Climate change 2001 : the scientific basis , 2001 .

[19]  S. Coles,et al.  An Introduction to Statistical Modeling of Extreme Values , 2001 .