Effects of damage initiation points of depth-damage function on flood risk assessment

Md Adilur Rahim, Ayat Al Assi, Rubayet Bin Mostafiz, Carol J. Friedland
{"title":"Effects of damage initiation points of depth-damage function on flood risk assessment","authors":"Md Adilur Rahim, Ayat Al Assi, Rubayet Bin Mostafiz, Carol J. Friedland","doi":"10.1038/s44304-024-00004-z","DOIUrl":null,"url":null,"abstract":"The flood depth in a structure is a key factor in flood loss models, influencing the estimation of building and contents losses, as well as overall flood risk. Recent studies have emphasized the importance of determining the damage initiation point (DIP) of depth-damage functions, where the flood damage is assumed to initiate with respect to the first-floor height of the building. Here we investigate the effects of DIP selection on the flood risk assessment of buildings located in Special Flood Hazard Areas. We characterize flood using the Gumbel extreme value distribution’s location (μ) and scale (α) parameters. Results reveal that average annual flood loss (AAL) values do not depend on μ, but instead follow an exponential decay pattern with α when damage initiates below the first-floor height of a building (i.e., negative DIP). A linear increasing pattern of the AAL with α is achieved by changing the DIP to the first-floor height (i.e., DIP = 0). The study also demonstrates that negative DIPs have larger associated AAL, thus contributing substantially to the overall AAL, compared to positive DIPs. The study underscores the significance of proper DIP selection in flood risk assessment.","PeriodicalId":501712,"journal":{"name":"npj Natural Hazards","volume":" ","pages":"1-9"},"PeriodicalIF":0.0000,"publicationDate":"2024-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s44304-024-00004-z.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"npj Natural Hazards","FirstCategoryId":"1085","ListUrlMain":"https://www.nature.com/articles/s44304-024-00004-z","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The flood depth in a structure is a key factor in flood loss models, influencing the estimation of building and contents losses, as well as overall flood risk. Recent studies have emphasized the importance of determining the damage initiation point (DIP) of depth-damage functions, where the flood damage is assumed to initiate with respect to the first-floor height of the building. Here we investigate the effects of DIP selection on the flood risk assessment of buildings located in Special Flood Hazard Areas. We characterize flood using the Gumbel extreme value distribution’s location (μ) and scale (α) parameters. Results reveal that average annual flood loss (AAL) values do not depend on μ, but instead follow an exponential decay pattern with α when damage initiates below the first-floor height of a building (i.e., negative DIP). A linear increasing pattern of the AAL with α is achieved by changing the DIP to the first-floor height (i.e., DIP = 0). The study also demonstrates that negative DIPs have larger associated AAL, thus contributing substantially to the overall AAL, compared to positive DIPs. The study underscores the significance of proper DIP selection in flood risk assessment.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
深度-损害函数的损害起始点对洪水风险评估的影响
在洪水损失模型中,建筑物的洪水深度是一个关键因素,影响着建筑物和物品损失的估算,以及总体洪水风险。最近的研究强调了确定深度-损害函数的损害起始点(DIP)的重要性,即假定洪水损害起始点与建筑物的首层高度有关。在此,我们研究了 DIP 选择对洪水特别危害区建筑物洪水风险评估的影响。我们使用 Gumbel 极值分布的位置(μ)和尺度(α)参数来描述洪水的特征。结果表明,年平均洪水损失(AAL)值并不取决于 μ,而是在损害开始于建筑物一楼高度以下时,随 α 呈指数衰减模式(即负 DIP)。如果将 DIP 改为一楼高度(即 DIP = 0),则 AAL 随 α 呈线性增长模式。研究还表明,与正向 DIP 相比,负向 DIP 的相关 AAL 更大,因此对整体 AAL 的贡献也更大。这项研究强调了在洪水风险评估中正确选择 DIP 的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Debris flows in the northern Tien Shan, Central Asia: regional database, meteorological triggers, and trends Adaptation portfolio – a multi-measure framework for future floods and droughts Earthquakes yes, disasters no Bayesian estimation of the likelihood of extreme hail sizes over the United States Climate change exacerbates compound flooding from recent tropical cyclones
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1