An Integrated Trivariate-Dimensional Statistical and Hydrodynamic Modeling Method for Compound Flood Hazard Assessment in a Coastal City

被引:0
作者
Wang, Wei [1 ,2 ]
Wu, Jingxiu [1 ,2 ]
Simonovic, Slobodan P. [3 ]
Fan, Ziwu [1 ,2 ]
机构
[1] Nanjing Hydraul Res Inst, Hydraul Engn Dept, Nanjing 210029, Peoples R China
[2] Minist Water Resources, Key Lab Taihu Basin Water Resources Management, Nanjing 210029, Peoples R China
[3] Western Univ, Dept Civil & Environm Engn, London, ON N6A 5B9, Canada
关键词
compound flood hazard; hydrodynamic modeling; amplification flood hazard; coastal city; SIMULATION; RAINFALL; TIDES; RISK;
D O I
10.3390/land14040816
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Extreme flood occurrences are becoming increasingly common due to global climate change, with coastal cities being more vulnerable to compound flood disasters. In addition to excessive precipitation and upstream river discharge, storm surge can complicate the flood disaster process and increase the hazard of urban flooding. This study proposed an integrated trivariate-dimensional statistical and hydrodynamic modeling approach for assessing the compound flood hazard associated with extreme storm surges, precipitation events, and upstream river discharge. An innovative trivariate copula joint modeling and the frequency amplification method were used to simulate designed values under different return periods (RPs), considering the correlation of the three factors. The results show remarkable differences between the inundated areas of flood events with trivariate drivers and a single driver under the same RPs, indicating that univariate frequency values are insufficient to manage flood threats in compound flood events. The proposed method provides guidelines for comprehending the compound flood process and designing flood control projects in coastal cities.
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页数:27
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共 44 条
  • [1] NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION
    AKAIKE, H
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) : 716 - 723
  • [2] Population exposure to flooding in Small Island Developing States under climate change
    Archer, Leanne
    Neal, Jeffrey
    Bates, Paul
    Lord, Natalie
    Hawker, Laurence
    Collings, Tom
    Quinn, Niall
    Sear, David
    [J]. ENVIRONMENTAL RESEARCH LETTERS, 2024, 19 (12):
  • [3] Global Coastal Characteristics (GCC): a global dataset of geophysical, hydrodynamic, and socioeconomic coastal indicators
    Athanasiou, Panagiotis
    van Dongeren, Ap
    Pronk, Maarten
    Giardino, Alessio
    Vousdoukas, Michalis
    Ranasinghe, Roshanka
    [J]. EARTH SYSTEM SCIENCE DATA, 2024, 16 (07) : 3433 - 3452
  • [4] Coastal urban flood risk management: Challenges and opportunities - A systematic review
    Aziz, Farhan
    Wang, Xiuquan
    Mahmood, Muhammad Qasim
    Awais, Muhammad
    Trenouth, Bill
    [J]. JOURNAL OF HYDROLOGY, 2024, 645
  • [5] Surrogate modeling of joint flood risk across coastal watersheds
    Bass, Benjamin
    Bedient, Philip
    [J]. JOURNAL OF HYDROLOGY, 2018, 558 : 159 - 173
  • [6] Guidelines for Studying Diverse Types of Compound Weather and Climate Events
    Bevacqua, Emanuele
    De Michele, Carlo
    Manning, Colin
    Couasnon, Anais
    Ribeiro, Andreia F. S.
    Ramos, Alexandre M.
    Vignotto, Edoardo
    Bastos, Ana
    Blesic, Suzana
    Durante, Fabrizio
    Hillier, John
    Oliveira, Sergio C.
    Pinto, Joaquim G.
    Ragno, Elisa
    Rivoire, Pauline
    Saunders, Kate
    van der Wiel, Karin
    Wu, Wenyan
    Zhang, Tianyi
    Zscheischler, Jakob
    [J]. EARTHS FUTURE, 2021, 9 (11)
  • [7] Brief communication: The role of using precipitation or river discharge data when assessing global coastal compound flooding
    Bevacqua, Emanuele
    Vousdoukas, Michalis, I
    Shepherd, Theodore G.
    Vrac, Mathieu
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2020, 20 (06) : 1765 - 1782
  • [8] Impact of River-Tide Dynamics on the Temporal-Spatial Distribution of Residual Water Level in the Pearl River Channel Networks
    Cai, Huayang
    Yang, Qingshu
    Zhang, Zihao
    Guo, Xiaojuan
    Liu, Feng
    Ou, Suying
    [J]. ESTUARIES AND COASTS, 2018, 41 (07) : 1885 - 1903
  • [9] An exploration of exposure to river flood risk in Spain using the National Floodplain Mapping System
    Canovas-Garcia, Fulgencio
    Vargas Molina, Jesus
    [J]. GEOMATICS NATURAL HAZARDS & RISK, 2024, 15 (01)
  • [10] Modelling the hydrologic effects of dynamic land-use change using a distributed hydrologic model and a spatial land-use allocation model
    Chu, Hone-Jay
    Lin, Yu-Pin
    Huang, Chun-Wei
    Hsu, Cheng-Yu
    Chen, Horng-Yng
    [J]. HYDROLOGICAL PROCESSES, 2010, 24 (18) : 2538 - 2554