Multivariate extreme value modelling of sea conditions around the coast of England
Multivariate extreme value modelling of sea conditions around the coast of England.
Gouldby, B.P.and Wyncoll, D. and Panzeri, M. and Franklin, M. and Hunt, T. and Hames, D. and Tozer, N.P. and Hawkes, P.J. and Dornbusch, U. and Pullen, T.A.
Proceedings of the Institution of Civil Engineers - Maritime Engineering, 170 (1). pp. 3-20. (2017)
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|Abstract:||It is widely recognised that coastal flood events can arise from combinations of extreme waves and sea levels. For flood risk analysis and the design of coastal structures it is therefore necessary to assess the joint probability of the occurrence of these variables. Traditional methods have involved the application of joint probability contours, defined in terms of extremes of sea conditions that can, if applied without correction factors, lead to the underestimation of flood risk and under-design of coastal structures. This paper describes the application of a robust multivariate statistical model to analyse extreme offshore waves, wind and sea levels around the coast of England. The approach described here is risk based in that it seeks to define extremes of response variables directly, rather than the joint extremes of sea conditions. The output of the statistical model comprises a Monte Carlo simulation of extreme events. These distributions of extreme events have been transformed from offshore to nearshore using a statistical emulator of a wave transformation model. The resulting nearshore extreme sea condition distributions have the potential to be applied for a range of purposes. The application is demonstrated using two structures located on the south coast of England.|
|Subjects:||Maritime > General|
Coasts > General
|Deposited On:||17 Aug 2017 09:30|
|Last Modified:||06 Feb 2018 13:26|
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