Residential building flood damage: Insights on processes and implications for risk assessments

被引:15
|
作者
Paulik, Ryan [1 ,2 ]
Wild, Alec [2 ]
Zorn, Conrad [1 ]
Wotherspoon, Liam [1 ]
机构
[1] Univ Auckland, Fac Engn, Dept Civil & Environm Engn, 20 Symonds St, Auckland 1010, New Zealand
[2] Natl Inst Water & Atmospher Res NIWA, Wellington, New Zealand
来源
JOURNAL OF FLOOD RISK MANAGEMENT | 2022年 / 15卷 / 04期
关键词
damage assessment; damage curves; damage models; flood damage; New Zealand; residential buildings; MODEL;
D O I
10.1111/jfr3.12832
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Flood damage assessments provide critical insights on processes controlling building damage and loss. Here, we present a novel damage assessment approach to develop an empirical residential building damage database from five flood events in New Zealand. Object-level damage data was collected for flood hazard and building characteristics, along with relative building component and sub-components damage ratios. A Random Forest Model and Spearman's Rank correlation test were applied to analyse damage data variable importance and monotonic relationships. Model and test results reveal flood inundation depth above first finished floor level is highly important and strongly correlated with total building damage ratios while flow velocity is important for structure component damage. Internal finishes components contribute highly to total building damage ratios as higher value sub-component materials are susceptible to direct damage from water contact and indirect damage during repair. The empirical damage data has several implications for damage model development due to the limited heterogeneity of flood hazard intensities and building attributes observed. Extending empirical damage data with synthetic damage data in future would support development of more representative object-specific damage models to evaluate direct tangible damages for local contexts.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Building better environmental risk assessments
    Layton, Raymond
    Smith, Joe
    Macdonald, Phil
    Letchumanan, Ramatha
    Keese, Paul
    Lema, Martin
    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2015, 3
  • [42] Residential and Non-Residential Building Damage and Loss Assessment in Georgia
    Modebadze, Grigol
    EUROPEAN JOURNAL OF SUSTAINABLE DEVELOPMENT, 2022, 11 (03): : 265 - 280
  • [43] Extreme Precipitation in the West African Cities of Dakar and Ouagadougou: Atmospheric Dynamics and Implications for Flood Risk Assessments
    Engel, Thomas
    Fink, Andreas H.
    Knippertz, Peter
    Pante, Gregor
    Bliefernicht, Jan
    JOURNAL OF HYDROMETEOROLOGY, 2017, 18 (11) : 2937 - 2957
  • [44] Non-locality and spillover effects of residential flood damage on community recovery: Insights from high-resolution flood claim and mobility data
    Ma, Junwei
    Blessing, Russell
    Brody, Samuel
    Mostafavi, Ali
    SUSTAINABLE CITIES AND SOCIETY, 2024, 117
  • [45] Flood Damage Assessment: A Review of Microscale Methodologies for Residential Buildings
    Aribisala, Oluwatofunmi Deborah
    Yum, Sang-Guk
    Das Adhikari, Manik
    Song, Moon-Soo
    SUSTAINABILITY, 2022, 14 (21)
  • [46] ESTABLISHMENT OF RESIDENTIAL FLOOD DAMAGE FUNCTION MODEL FOR KUANTAN, MALAYSIA
    Romali, Noor Suraay
    Yusop, Zulkifli
    INTERNATIONAL JOURNAL OF GEOMATE, 2020, 19 (71): : 21 - 27
  • [47] Most probable cost of flood damage in residential areas in Mexico
    Emilio Baro-Suarez, Jose
    Diaz-Delgado, Carlos
    Calderon-Aragon, Georgina
    Vicenta Esteller-Alberich, Maria
    Cadena-Vargas, Edel
    TECNOLOGIA Y CIENCIAS DEL AGUA, 2011, 2 (03) : 201 - 218
  • [48] Toward an adequate level of detail in flood risk assessments
    Sieg, Tobias
    Kienzler, Sarah
    Rozer, Viktor
    Vogel, Kristin
    Rust, Henning
    Bronstert, Axel
    Kreibich, Heidi
    Merz, Bruno
    Thieken, Annegret H.
    JOURNAL OF FLOOD RISK MANAGEMENT, 2023, 16 (03):
  • [49] Editorial: Flood risk perception, vulnerability, and risk: from assessments to analyses
    Bhatti, Saad Saleem
    Rana, Irfan Ahmad
    Routray, Jayant Kumar
    FRONTIERS IN WATER, 2023, 5
  • [50] Flood damage curves: new insights from the 2010 flood in Veneto, Italy
    Scorzini, A. R.
    Frank, E.
    JOURNAL OF FLOOD RISK MANAGEMENT, 2017, 10 (03): : 381 - 392