AghaKouchak, A., Easterling, D., Hsu, K., Schubert, S., Sorooshian, S., 2013. Extremes in a Changing Climate: Detection, Analysis and Uncertainty. Springer-Verlang.
Bartzokas, A, Metaxas, D.A., 1993. Covariability and climatic changes of the lower-troposphere temperatures over the northern hemisphere. Il Nuovo Cimento, 16(4), 359–373. http://dx.doi.org/10.1007/BF02507647.
Benzi, R., Deidda, R., Marrocu, M., 1997. Characterization of temperature and precipitation fields over Sardinia with principal component analysis and singular spectrum analysis. International Journal of Climatology, 17(11), 1231–1262. http://dx.doi.org/10.1002/(SICI)1097-0088(199709)17:11<1231::AID-JOC170>3.0.CO;2-A
Bishop, C.M., 2006. Pattern Recognition and Machine Learning. Springer-Verlang, New York.
Booij, N., Ris, R.C., Holthuijsen, L.H., 1999. A third-generation wave model for coastal regions, 1: Model description and validation. Journal of Geophysical Research, 104(C4), 7649–7666. http://dx.doi.org/doi:10.1029/98JC02622.
Cacciamani, C., Nanni, S., Tibaldi, S., 1994. Mesoclimatology of winter temperature and precipitation in the Po Valley of northern Italy. International Journal of Climatology, 14(7), 777–814. http://dx.doi.org/10.1002/joc.3370140707.
Caires, S., Swail, V.R., Wang, X.L., 2006. Projection and analysis of extreme wave climate. Journal of Climate, 19(21), 5581–5605. http://dx.doi.org/10.1175/JCLI3918.1.
Cannon, A.J., 2010. A flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology. Hydrological Processes, 24(6), 673–685. http://dx.doi.org/10.1002/hyp.7506.
Casas-Prat, M., Sierra, J.P., 2011. Future scenario simulations of wave climate in the NW Mediterranean Sea. Journal of Coastal Research, SI64, 200–204. http://dx.doi.org/10.1002/hyp.7506.
Coles, S., 2001. An Introduction to Statistical Modelling of Extreme Values. Springer, London.
Debernard, J.B, Roed, L.P., 2008. Future wind, wave and storm surge climate in the Northern Seas: A revisit. Tellus, 60(3), 427–438, http://dx.doi.org/10.1111/j.1600-0870.2008.00312.x.
Ehrendorfer, M., 1987. A regionalization of Austria's precipitation climate using principal component analysis. Journal of Climatology, 7(1), 71–89. http://dx.doi.org/10.1002/joc.3370070107.
Gaertner, M.A., Jacob, D., Gil, V., Dominguez, M., Padorno, E., Sanchez, E., Castro, M., 2007. Tropical cyclones over the Mediterranean Sea in climate change simulations. Geophysical Research Letters, 34(14), L14711. http://dx.doi.org/10.1029/2007GL029977.
Galiatsatou, P., Prinos, P., 2014. Analyzing the effects of climate change on wave height extremes in the Greek Seas. In: Lehfeldt, R. and Kopmann, R. eds., Proceedings of the International Conference on Hydroscience and Engineering (ICHE) 2014, Bundesanstalt für Wasserbau, Hamburg, pp773–781
Grevemeyer, I., Herber, R., Essen, H.-H., 2000. Microseismological evidence for a changing wave climate in the northeast Atlantic Ocean. Nature, 408(6810), 349–352. http://dx.doi.org/10.1038/35042558.
Hosking, J.R.M., Wallis, J.R., Wood, E.F., 1985. Estimation of the generalized extreme-value distribution by the method of probability weighted moments. Technometrics, 27(3), 251–261. http://dx.doi.org/10.2307/1269706.
Hosking, J.R.M., Wallis, J.R., 1997. Regional Frequency Analysis: An Approach Based on L-Moments. Cambridge University Press, Cambridge.
Hurvich, C.M., Tsai, C., 1989. Regression and time series model selection in small samples. Biometrika, 76(2), 297–307. http://dx.doi.org/10.1093/biomet/76.2.297.
Jacob, D., Barring, L. Christensen, O.B., Christensen, J.H., de Castro, M., Deque, M., Giorgi, F., Hagemann, S., Hirschi, M., Jones, R., et al., 2007. An inter-comparison of regional climate models for Europe: Model performance in present-day climate. Climatic Change, 81(S1), 31–52, http://dx.doi.org/10.1007/s10584-006-9213-4.
Khaliq, M.N., Ouarda, T.B.M.J., Ondo, J-C., Gachon, P., Bobee, B., 2006. Frequency analysis of a sequence of dependent and/or non-stationary hydro-meteorological observations: A review. Journal of Hydrology, 329(3–4), 534–552, http://dx.doi.org/ 10.1016/j.jhydrol.2006.03.004.
Lingis, P., Michaelidis, S.C., 2009. Teleconnection patterns of the Siberian Anticyclone and precipitation over Cyprus. Atmosheric Research, 94(4), 663–674. http://dx.doi.org/10.1016/j.atmosres.2009.05.013
Lionello, P., Cogo, S., Galati, M.B., Sanna, A., 2008. The Mediterranean surface wave climate inferred from future scenario simulations. Global and Planetary Change, 63(2–3), 152–162. http://dx.doi.org/10.1016/j.gloplacha.2008.03.004.
Martins, E.S., Stedinger, J.R., 2000. Generalized maximum-likelihood generalized extreme-value quantile estimators for hydrologic data. Water Resources Research, 36(3), 737–744. http://dx.doi.org/10.1029/1999WR900330.
Méndez, F.J., Menéndez, M., Luceño, A., Losada, I.J., 2006. Estimation of the long-term variability of extreme significant wave height using a time-dependent Peak Over Threshold (POT) model. Journal of Geophysical Research, 111(C7), C07024. http://dx.doi.org/10.1029/2005JC003344.
Méndez, F.J., Menéndez, M., Luceño, A., Medina, R., Graham, N.E., 2008. Seasonality and duration in extreme value distributions of significant wave height. Ocean Engineering, 35(1), 131–138. http://dx.doi.org/10.1016/j.oceaneng.2007.07.012.
Menéndez, M., Méndez, F.J., Izaguirre, C., Luceño, A., Losada, I.J., 2009. The influence of seasonality on estimating return values of significant wave height. Coastal Engineering, 56(3), 211–219. http://dx.doi.org/10.1016/j.coastaleng.2008.07.004.
Muñoz-Diaz, D., Rodrigo, F.S., 2004. Spatio-temporal patterns of seasonal rainfall in Spain (1912–2000) using cluster and principal component analysis: Comparison. Annales Geophysicae, 22, 1435–1448. http://dx.doi.org/10.5194/angeo-22-1435-2004.
Preisendorfer, R. W., 1988. Principal Component Analysis in Meteorology and Oceanography. Elsevier, Amsterdam.
Reusch, D.B., Mayewski, P.A., Whitlow, S.I., Pittalwala, I.I., Twickler, M.S., 1999. Spatial variability of climate and past atmospheric circulation patterns from central west antarctic glaciochemistry. Journal of Geophysical Research, 104(D6), 5985–6001. http://dx.doi.org/10.1029/1998JD200056.
Rigby, R.A., Stasinopoulos, D.M., 2005. Generalized additive models for location, scale and shape. Applied Statistics, 54(3), 507–554. http://dx.doi.org/10.1111/j.1467-9876.2005.00510.x.
Schwarz, G., 1978. Estimating the dimension of a model. Annals of Statistics, 6(2), 461–464. http://dx.doi.org/10.2307/2958889.
Smith, T.M., Reynolds, R.W., Livezey, R.E., Stokes, D.C., 1996. Reconstruction of historical sea surface temperatures using empirical orthogonal functions. Journal of Climate, 9(6), 1403–1420. http://dx.doi.org/10.1175/1520-0442(1996)009<1403:ROHSST> 2.0.CO;2.
Smith, R.L., 1985. Maximum likelihood estimation in a class of nonregular cases. Biometrika, 72(1), 67–90. http://dx.doi.org/ 10.1093/biomet/72.1.67
Villarini, G., Smith, J.A., Serinaldi, F., Bates, J., Bates, P.D., Krajewski, W.F., 2009. Flood frequency analysis for nonstationary annual peak records in an urban drainage basin. Advances in Water Resources, 32(8), 1255–1266. http://dx.doi.org/10.1016/j.advwatres.2009.05.003.
Villarini, G., Smith, J.A., Napolitano, F., 2010. Nonstationary modelling of a long record of rainfall and temperature over Rome. Advances in Water Resources, 33(10), 1256–1267. http://dx.doi.org/10.1016/j.advwatres.2010.03.013.
von Storch, H., Zwiers, F.W., 1999. Statistical Analysis in Climate Research. Cambridge University Press, Cambridge.
Wang, X.L., Swail, V.R., 2001. Changes of extreme wave heights in Northern Hemisphere oceans and related atmospheric circulation regimes. Journal of Climate, 14(10), 2204–2221. http://dx.doi.org/10.1175/1520-0442(2001)014<2204:COEWHI>2.0.CO;2.
Wilks, D.S., 2006. Statistical Methods in the Atmospheric Sciences. Elsevier, San Diego.
Yee, T.W., Stephenson, A.G., 2007. Vector generalized linear and additive extreme value models. Extremes, 10(1), 1–19, http://dx.doi.org/10.1007/s10687-007-0032-4. |