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Dealing with hurricane surge flooding in a changing environment: part I. Risk assessment considering storm climatology change, sea level rise, and coastal development

机译:在不断变化的环境中应对飓风浪潮泛​​滥:第一部分,考虑风暴气候变化,海平面上升和沿海开发的风险评估

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Coastal flood risk will likely increase in the future due to urban development, sea-level rise, and potential change of storm surge climatology, but the latter has seldom been considered in flood risk analysis. We propose an integrated dynamic risk analysis for flooding task (iDraft) framework to assess coastal flood risk at regional scales, considering integrated dynamic effects of storm climatology change, sea-level rise, and coastal development. The framework is composed of two components: a modeling scheme to collect and combine necessary physical information and a formal, Poisson-based theoretical scheme to derive various risk measures of interest. Time-varying risk metrics such as the return period of various damage levels and the mean and variance of annual damage are derived analytically. The mean of the present value of future losses (PVL) is also obtained analytically in three ways. Monte Carlo (MC) methods are then developed to estimate these risk metrics and also the probability distribution of PVL. The analytical and MC methods are theoretically and numerically consistent. A case study is performed for New York City (NYC). It is found that the impact of population growth and coastal development on future flood risk is relatively small for NYC, sea-level rise will significantly increase the damage risk, and storm climatology change can also increase the risk and uncertainty. The joint effect of all three dynamic factors is possibly a dramatic increase of the risk over the twenty-first century and a significant shift of the probability distribution of the PVL towards high values. In a companion paper (Part II), we extend the iDraft to perform probabilistic benefit-cost analysis for various flood mitigation strategies proposed for NYC to avert the potential impact of climate change.
机译:由于城市发展,海平面上升以及风暴潮气候的潜在变化,未来沿海洪水风险可能会增加,但是在洪水风险分析中很少考虑后者。考虑到风暴气候变化,海平面上升和沿海发展的综合动态影响,我们提出了一项针对洪水任务的综合动态风险分析框架(iDraft),以评估区域规模的沿海洪灾风险。该框架由两个部分组成:一个用于收集和组合必要的物理信息的建模方案,以及一个基于泊松的正式理论方案以导出各种感兴趣的风险度量。通过分析得出随时间变化的风险指标,例如各种损害水平的回报期以及年度损害的平均值和方差。未来损失的现值(PVL)的平均值也可以通过三种方式进行分析获得。然后开发了蒙特卡洛(MC)方法来估计这些风险指标以及PVL的概率分布。分析方法和MC方法在理论和数值上都是一致的。针对纽约市(NYC)进行了案例研究。发现纽约市人口增长和沿海开发对未来洪水风险的影响相对较小,海平面上升将显着增加破坏风险,风暴气候变化也可能增加风险和不确定性。所有这三个动态因素的共同作用可能是在二十一世纪风险显着增加,并且PVL的概率分布朝着高值明显转移。在随附的论文(第二部分)中,我们将iDraft扩展为针对纽约市为避免气候变化的潜在影响而提出的各种防洪策略执行概率效益成本分析。

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