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Projecting the effects of a warming climate on the hurricane hazard and insured losses: Methodology and case study

机译:预测温暖气候对飓风危害和保险损失的影响:方法论和案例研究

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This paper summarizes research (conducted previously by the author) to incorporate (1) sea-surface temperature projections, (2) event-based hurricane simulation models, and (3) loss models to assess the impacts of the changing climate on the hurricane hazard and estimated insured losses. The focus of the work is on the US east coast and hence the formation and movement of hurricanes over the Atlantic Basin. As an illustrative case, the area around Charleston, South Carolina is considered. Specifically, this paper presents a methodology to prob-abilistically estimate regional hurricane loss considering both hurricane intensity and size as well as projected sea surface temperature change as a function of climate change.It is most common to characterize the hurricane wind hazard using a measure of intensity only. Recent studies have demonstrated the importance of accounting for storm size when characterizing the hurricane hazard in order to properly estimate/predict the spatial extent of damage. For purposes of regional loss estimation, therefore, considering maximum wind speed only may not be adequate. A storm with larger size but lower intensity might result in more damage and hence greater total loss than a smaller, more intense storm. Here, the maximum wind speed (intensity) and the radius of maximum winds (spatial extent) are selected as the two dominant indicators (parameters) characterizing the hurricane (event) hazard. The resulting bivariate hazard model is then used as input to a regional loss estimation model to illustrate its potential application. Only hurricane wind damage (and associated losses from both wind damage and water intrusion) is considered in this study. Collateral damage due to flood or storm surge is not addressed here.Simulated events impacting this region are extracted from a synthetic hurricane database (developed by the author and his colleagues) and the joint distribution of intensity and size is established to characterize the hurricane hazard. Regional loss for each simulated hurricane event is then estimated using the loss estimation module in HAZUS_MH. Finally, distributions of regional loss at different (event) hazard levels are generated.A future climate scenario (increasing sea surface temperature) is next considered and the joint distribution of hurricane intensity and size and the resulting loss distribution curve is recomputed. The results are then able to be compared to those under the current climate scenario. Such comparisons can help to inform codes and standards committees, for example, as they consider whether and how to take potential climate change impacts (in the design lifetime) into account. They also can inform ongoing public discourse around mitigation and adaptation, whether hardening of buildings and other infrastructure systems, community resilience planning, construction practices, or related policies.
机译:本文总结了研究(先前由作者进行的)融合(1)海面温度投影,(2)基于事件的飓风仿真模型,(3)损耗模型,以评估变化气候变化对飓风危害的影响并估计保险损失。这项工作的重点是美国东海岸,因此在大西洋盆地上飓风的形成和运动。作为一个说明性案例,考虑了南卡罗来纳州查尔斯顿周边地区。具体而言,本文介绍了考虑到飓风强度和大小以及作为气候变化的函数的飓风强度和大小以及投影海表面温度变化的方法。最常见的是使用衡量标准的飓风风险强度仅限。最近的研究表明,在表征飓风危险时核算风暴大小的重要性,以便适当地估计/预测损害的空间程度。因此,由于区域损失估计,考虑到最大风速,仅可能不足。尺寸较大但较低强度较大的风暴可能导致损害更多,因此总损失比较小,更强烈的风暴更大。这里,选择最大风速(强度)和最大风的半径(空间程度)作为表征飓风(事件)危险的两个主导指标(参数)。然后将得到的双变量危害模型用作区域损失估计模型的输入,以说明其潜在的应用。在本研究中考虑,只有飓风风损伤(以及来自风损坏和水侵入的相关损失)。这里没有解决由于洪水或风暴浪涌引起的抵押品损失。影响该地区的提示事件是从合成飓风数据库中提取的(由作者和他的同事制定),并建立了强度和规模的联合分布,以表征飓风危害。然后使用Hazus_mh中的损耗估计模块估算每个模拟飓风事件的区域损失。最后,产生了不同(事件)危险水平的区域损失的分布。接下来考虑未来的气候情景(增加海面温度),并重新计算飓风强度和尺寸和所得损失分布曲线的接头分布。然后将结果与当前气候情景下的结果进行比较。例如,这些比较可以帮助通知代码和标准委员会,因为他们考虑到是否以及如何考虑潜在的气候变化(在设计寿命中)。他们还可以向正在进行的公众话语提供缓解和适应,无论是建筑物和其他基础设施系统的硬化,社区恢复性规划,建设实践或相关政策。

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