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Joint Risk of Rainfall and Storm Surges during Typhoons in a Coastal City of Haidian Island China

机译:中国海淀岛沿海城市台风期间降雨和风暴潮的共同风险

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摘要

Public health risks from urban floods are a global concern. A typhoon is a devastating natural hazard that is often accompanied by heavy rainfall and high storm surges and causes serious floods in coastal cities. Affected by the same meteorological systems, typhoons, rainfall, and storm surges are three variables with significant correlations. In the study, the joint risk of rainfall and storm surges during typhoons was investigated based on principal component analysis, copula-based probability analysis, urban flood inundation model, and flood risk model methods. First, a typhoon was characterized by principal component analysis, integrating the maximum sustained wind (MSW), center pressure, and distance between the typhoon center and the study area. Following this, the Gumbel copula was selected as the best-fit copula function for the joint probability distribution of typhoons, rainfall, and storm surges. Finally, the impact of typhoons on the joint risk of rainfall and storm surges was investigated. The results indicate the following: (1) Typhoons can be well quantified by the principal component analysis method. (2) Ignoring the dependence between these flood drivers can inappropriately underestimate the flood risk in coastal regions. (3) The co-occurrence probability of rainfall and storm surges increases by at least 200% during typhoons. Therefore, coastal urban flood management should pay more attention to the joint impact of rainfall and storm surges on flood risk when a typhoon has occurred. (4) The expected annual damage is 0.82 million dollars when there is no typhoon, and it rises to 3.27 million dollars when typhoons have occurred. This indicates that typhoons greatly increase the flood risk in coastal zones. The obtained results may provide a scientific basis for urban flood risk assessment and management in the study area.
机译:城市洪水带来的公共健康风险是全球关注的问题。台风是一种破坏性自然灾害,通常伴随着强降雨和高风暴潮,并在沿海城市造成严重洪灾。受相同的气象系统影响,台风,降雨和风暴潮是三个具有显着相关性的变量。在研究中,基于主成分分析,基于copula的概率分析,城市洪水泛滥模型和洪水风险模型方法,研究了台风期间降雨和风暴潮的联合风险。首先,通过主成分分析对台风进行表征,将最大持续风(MSW),中心压力以及台风中心与研究区域之间的距离相结合。此后,Gumbel copula被选为最适合的copula函数,用于台风,降雨和风暴潮的联合概率分布。最后,研究了台风对降雨和风暴潮共同风险的影响。结果表明:(1)台风可以通过主成分分析方法很好地量化。 (2)忽略这些洪灾驱动者之间的依赖关系可能会不恰当地低估沿海地区的洪灾风险。 (3)台风期间降雨和风暴潮并发的可能性至少增加200%。因此,沿海城市洪水管理应在台风发生时更加注意降雨和风暴潮对洪水风险的共同影响。 (4)无台风时的预期年损失为82万美元,发生台风时的预期年损失为327万美元。这表明台风大大增加了沿海地区的洪水风险。所得结果可为研究区城市洪水风险评估和管理提供科学依据。

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