Copula-based modeling of earthen levee breach due to overtopping

被引:14
|
作者
Balistrocchi, Matteo [1 ]
Moretti, Giovanni [2 ]
Orlandini, Stefano [2 ]
Ranzi, Roberto [1 ]
机构
[1] Univ Brescia, Dept Civil Environm Architectural Engn & Math, Brescia, Italy
[2] Univ Modena & Reggio Emilia, Dept Engn Enzo Ferrari, Modena, Italy
关键词
Bivariate statistics; Copula functions; Earthen levees; Failure probability; Overtopping breaching; Residual hazard; FLOOD RISK; FREQUENCY-ANALYSIS; FRAGILITY CURVES; RETURN PERIOD; DESIGN; VULNERABILITY; INUNDATION; GUIDELINES; DEPENDENCE;
D O I
10.1016/j.advwatres.2019.103433
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
The level of protection offered by an earthen levee is typically described in terms of flood water level that the levee is capable of containing. If a larger flood occurs, floodwaters exceed the height of the levee and flow over its crest. As the water passes over the top, it may erode the levee, worsening the flooding and potentially causing a breach. In order to determine the annual probability that an earthen levee breaches due to overtopping, multiple flood characteristics such as peak flood water level, or related peak flow discharge, and flood duration need to be characterized statistically by using multivariate statistics. In this study, critical conditions for levee failure are described by using a Clayton copula relating peak flow discharge to flood duration. The obtained model is tested over a real river site located along the Panaro River, in northern Italy, where a 52-year time series of hourly flow discharge and a normal flow rating curve are available. The developed model makes it possible to delimitate the levee failure region within the population of flood events and to statistically describe earthen levee breach due to overtopping. Breach probability is found to be underestimated when the statistical association between peak flow discharge and flood duration is neglected. The proposed copula-based model is therefore important to support the design and construction of earthen levees, and to identify the actions needed to save lives and property when a flood exceeding the levee design limit occurs.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Modeling Breach Evolution in Noncohesive Earthen Dams by Overtopping
    Elalfy, Ezzat
    Czapiga, Matthew J.
    Viparelli, Enrica
    Imran, Jasim
    Chaudhry, M. Hanif
    [J]. Journal of Hydraulic Engineering, 2025, 151 (01)
  • [2] Effects of levee cover strength on flood mapping in the case of levee breach due to overtopping
    Mazzoleni, Maurizio
    Dottori, Francesco
    Brandimarte, Luigia
    Tekle, Shewandagn
    Martina, Mario L. V.
    [J]. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 2017, 62 (06): : 892 - 910
  • [3] Breach Mechanism and Breach Process Simulation of Homogeneous Cohesive Earthen Dam Due to Overtopping
    Zhong Q.
    Chen S.
    Mei S.
    [J]. Gongcheng Kexue Yu Jishu/Advanced Engineering Sciences, 2019, 51 (05): : 25 - 32
  • [4] Numerical modeling of the lateral widening of levee breach by overtopping in a flume with 180° bend
    Dou, S. -T.
    Wang, D. -W.
    Yu, M. -H.
    Liang, Y. -J.
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2014, 14 (01) : 11 - 20
  • [5] Data-Driven Model for Estimating the Probability of Riverine Levee Breach Due to Overtopping
    Flynn, Stefan
    Zamanian, Soroush
    Vahedifard, Farshid
    Shafieezadeh, Abdollah
    Schaaf, David
    [J]. JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING, 2022, 148 (03)
  • [6] Modeling flood and breach evolution of the landslide dam due to overtopping
    Zhang, Fei
    Jia, Shilin
    Zhou, Xingbo
    Wang, Lin
    Zhu, Yuming
    [J]. Journal of Hydrology, 2025, 647
  • [7] Modeling the hydraulics and erosion process in breach formation due to overtopping
    Wang, P
    Kahawita, R
    [J]. SEDIMENTATION AND SEDIMENT TRANSPORT, PROCEEDINGS, 2003, : 211 - 220
  • [8] Investigation of non-cohesive levee breach by overtopping flow
    Ming-hui Yu
    Hong-yan Wei
    Yan-jie Liang
    Yong Zhao
    [J]. Journal of Hydrodynamics, 2013, 25 : 572 - 579
  • [9] Risk Assessment of Levee Overtopping Breach Using a Logit Model
    Flynn, Stefan
    Vahedifard, Farshid
    [J]. GEO-CONGRESS 2022: SITE AND SOIL CHARACTERIZATION, COMPUTATIONAL GEOTECHNICS, RISK, AND LESSONS LEARNED, 2022, 333 : 385 - 395
  • [10] Investigation of non-cohesive levee breach by overtopping flow
    Yu Ming-hui
    Wei Hong-yan
    Liang Yan-jie
    Zhao Yong
    [J]. JOURNAL OF HYDRODYNAMICS, 2013, 25 (04) : 572 - 579