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Regional analysis of multivariate compound coastal flooding potential around Europe and environs: sensitivity analysis and spatial patterns

机译:欧洲及周边多元复合沿海洪水潜力的区域分析:敏感性分析与空间模式

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In coastal regions, floods can arise through a combination of multipledrivers, including direct surface run-off, river discharge, storm surge, andwaves. In this study, we analyse compound flood potential in Europe andenvirons caused by these four main flooding sources using state-of-the-artdatabases with coherent forcing (i.e. ERA5). First, we analyse thesensitivity of the compound flooding potential to several factors: (1)sampling method, (2) time window to select the concurrent event of theconditioned driver, (3) dependence metrics, and (4) wave-driven sea leveldefinition. We observe higher correlation coefficients using annual maximathan peaks over threshold. Regarding the other factors, our results showsimilar spatial distributions of the compound flooding potential. Second, thedependence between the pairs of drivers using the Kendall rank correlationcoefficient and the joint occurrence are synthesized for coherent patterns ofcompound flooding potential using a clustering technique. This quantitativemulti-driver assessment not only distinguishes where overall compound floodingpotential is the highest, but also discriminates which driver combinations aremore likely to contribute to compound flooding. We identify that hotspots ofcompound flooding potential are located along the southern coast of the NorthAtlantic Ocean and the northern coast of the Mediterranean Sea.
机译:在沿海地区,洪水可以通过多法力的组合来产生,包括直接表面径流,河流放电,风暴浪涌,安温。在这项研究中,我们在欧洲普罗斯分析了这四个主要洪水源引起的欧洲复合潜力,采用艺术状态与连贯的强迫(即ERA5)。首先,我们分析复合洪水潜力的若干因素:(1)采样方法,(2)时间窗口,用于选择要素驱动程序的并发事件,(3)依赖度量,(4)波驱动海堤ledeldefinition。我们使用阈值的年度maximathan峰值观察更高的相关系数。关于其他因素,我们的结果显示了复合洪水潜力的相似性空间分布。其次,使用KENDALL等级的驾驶员对与联合发生的对驾驶员之间的依据是使用聚类技术的相干模式的相干模式。这种量化的驾驶员评估不仅区分了整体化合物泛滥的地方最高,而且还识别哪些驾驶员组合令人恐惧可能有助于复合洪水。我们确定了洪水潜力的热点位于北海南部海岸和地中海的北部海岸。

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