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Spatially dependent flood probabilities to support the design of civil infrastructure systems

机译:空间依赖的洪水概率支持民用基础设施系统的设计

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Conventional flood risk methods typically focus on estimation at a single location, which can be inadequate for civil infrastructure systems such as road or railway infrastructure. This is because rainfall extremes are spatially dependent; to understand overall system risk, it is necessary to assess the interconnected elements of the system jointly. For example, when designing evacuation routes it is necessary to understand the risk of one part of the system failing given that another region is flooded or exceeds the level at which evacuation becomes necessary. Similarly, failure of any single part of a road section (e.g., a flooded river crossing) may lead to the wider system's failure (i.e.,?the entire road becomes inoperable). This study demonstrates a spatially dependent intensity–duration–frequency (IDF) framework that can be used to estimate flood risk across multiple catchments, accounting for dependence both in space and across different critical storm durations. The framework is demonstrated via a case study of a highway upgrade comprising five river crossings. The results show substantial differences in conditional and unconditional design flow estimates, highlighting the importance of taking an integrated approach. There is also a reduction in the estimated failure probability of the overall system compared with the case where each river crossing is treated independently. The results demonstrate the potential uses of spatially dependent intensity–duration–frequency methods and suggest the need for more conservative design estimates to take into account conditional risks.
机译:传统的洪水风险方法通常专注于单个地点的估计,这对于道路或铁路基础设施等民用基础设施系统可能不足。这是因为降雨极端在空间上依赖;要了解整体系统风险,有必要共同评估系统的互联元素。例如,在设计疏散路由时,必须了解系统失败的一部分的风险,因为另一个区域被淹没或超过疏散所需的水平。同样地,道路部分的任何单个部分(例如,洪水河流交叉)的失败可能导致更广泛的系统的失败(即,?整条路变得不可操作)。本研究展示了空间依赖的强度持续时间(IDF)框架,其可用于估计多个集水区跨越洪水风险,占空间和不同临界风暴持续时间内的依赖性。通过对包括五条河流交叉的公路升级进行证明,框架进行了证明。结果表明条件和无条件设计流程估算中的显着差异,突出了采取综合方法的重要性。与每个河流交叉的情况相比,整个系统的估计失败概率也有所减少。结果证明了空间依赖强度持续时间方法的潜在用途,并表明需要更多保守的设计估计,以考虑有条件的风险。

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