Synthetic storms reconstruction for coastal floods risks assessment

被引:5
|
作者
Kalyuzhnaya, Anna V. [1 ]
Visheratin, Alexander A. [1 ]
Dudko, Alexey [1 ]
Nasonov, Denis [1 ]
Boukhanovsky, Alexander V. [1 ]
机构
[1] ITMO Univ, St Petersburg, Russia
关键词
Coastal flood; Synthetic storm model; Synthetic cyclone; Extreme natural phenomena; Multivariate extremes; CYCLONES; TRACKING; REANALYSIS;
D O I
10.1016/j.jocs.2015.04.029
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Coastal surge floods are extreme phenomena with low frequency of occurrence. In this paper, a combination of two approaches based on the stochastic model for multivariate extremes and the synthetic storm model was applied for coastal floods reconstruction in St. Petersburg. The stochastic model is based on multivariate distributions of cyclone' parameters with the use of an equal probability contours method. The synthetic storm model was developed taking into account probability distributions of cyclone parameters. As a result, the synthetic cyclone generation mechanism (as an implementation) was proposed. Finally, reconstruction of the extreme coastal floods was used to investigate related risks based on the two stage ensemble of plan generation for protection barrier gate maneuvering as well as for the plan generation quality estimation. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:112 / 117
页数:6
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