Stochastic Flood Risk Assessment under Climate Change Scenarios for Toronto, Canada Using CAPRA

被引:9
|
作者
Rincon, Daniela [1 ]
Velandia, Juan Felipe [2 ]
Tsanis, Ioannis [1 ,3 ]
Khan, Usman T. [1 ]
机构
[1] York Univ, Lassonde Sch Engn, Dept Civil Engn, Toronto, ON M3J 1P3, Canada
[2] IHE Delft Inst Water Educ, NL-2611 AX Delft, Netherlands
[3] McMaster Univ, Fac Engn, Dept Civil Engn, Hamilton, ON L8S 4K1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
flood risk; climate change; exposure; vulnerability; Toronto; stochastic analysis; flood hazard; CAPRA; VULNERABILITY; DAMAGE; MODEL;
D O I
10.3390/w14020227
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Amongst all natural disasters, floods have the greatest economic and social impacts worldwide, and their frequency is expected to increase due to climate change. Therefore, improved flood risk assessment is important for implementing flood mitigation measures in urban areas. The increasing need for quantifying the impacts of flooding have resulted in the development of methods for flood risk assessment. The aim of this study was to quantify flood risk under climate change scenarios in the Rockcliffe area within the Humber River watershed in Toronto, Canada, by using the Comprehensive Approach to Probabilistic Risk Assessment (CAPRA) method. CAPRA is a platform for stochastic disaster risk assessment that allows for the characterization of uncertainty in the underlying numerical models. The risk was obtained by integrating the (i) flood hazard, which considered future rainfall based on the Representative Concentration Pathways (RCPs 2.6, 4.5, 6.0, and 8.5) for three time periods (short-term: 2020-2049, medium-term: 2040-2069, and long-term: 2070-2099); (ii) exposed assets within a flood-prone region; (iii) vulnerability functions, which quantified the damage to an asset at different hazard levels. The results revealed that rainfall intensities are likely to increase during the 21st century in the study area, leading to an increase in flood hazards, higher economic costs, and social impacts for the majority of the scenarios. The highest impacts were found for the climate scenario RCP 8.5 for the long-term period and the lowest for RCP 4.5 for the short-term period. The results from this modeling approach can be used for planning purposes in a floodplain management study. The modeling approach identifies critical areas that need to be protected to mitigate future flood risks. Higher resolution climate change and field data are needed to obtain detailed results required for a final design that will mitigate these risks.
引用
收藏
页数:28
相关论文
共 50 条
  • [1] Flood risk assessment methodology for planning under climate change scenarios and the corresponding change in land cover
    Hanif, Asma
    Dhanasekar, Ashwin
    Keene, Anthony
    Li, Huishu
    Carlson, Kenneth
    [J]. JOURNAL OF WATER AND CLIMATE CHANGE, 2020, 11 (04) : 1370 - 1382
  • [2] Assessment of Flood Risk Map under Climate Change RCP8.5 Scenarios in Taiwan
    Chen, Yun-Ju
    Lin, Hsuan-Ju
    Liou, Jun-Jih
    Cheng, Chao-Tzuen
    Chen, Yung-Ming
    [J]. WATER, 2022, 14 (02)
  • [3] Inequities in the distribution of flood risk under floodplain restoration and climate change scenarios
    Gourevitch, Jesse D.
    Diehl, Rebecca M.
    Wemple, Beverley C.
    Ricketts, Taylor H.
    [J]. PEOPLE AND NATURE, 2022, 4 (02) : 415 - 427
  • [4] Ensemble flood risk assessment in Europe under high end climate scenarios
    Alfieri, Lorenzo
    Feyen, Luc
    Dottori, Francesco
    Bianchi, Alessandra
    [J]. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2015, 35 : 199 - 212
  • [5] National Flood Risk Index in climate change scenarios
    Garrett, Pedro
    Santos, Filipe Duarte
    [J]. INTERNATIONAL JOURNAL OF GLOBAL WARMING, 2024, 33 (03)
  • [6] Pluvial flood risk assessment for 2021-2050 under climate change scenarios in the Metropolitan City of Venice
    Allegri, Elena
    Zanetti, Marco
    Torresan, Silvia
    Critto, Andrea
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 914
  • [7] Increasing extreme flood risk under future climate change scenarios in South Korea
    Kim, S.
    Kwon, J. -H
    Om, J. -S
    Lee, T.
    Kim, G.
    Kim, H.
    Heo, J. -H
    [J]. WEATHER AND CLIMATE EXTREMES, 2023, 39
  • [8] Using climate change projections in UK flood risk assessment
    Woods, Ashley
    [J]. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT, 2015, 168 (04) : 162 - 173
  • [9] Flood hazard assessment using design rainfall under climate change scenarios in the Kelantan River Basin, Malaysia
    Tam, Tze Huey
    Rahman, Muhammad Zulkarnain Abdul
    Harun, Sobri
    Shahid, Shamsuddin
    Try, Sophal
    Jamal, Mohamad Hidayat
    Ismail, Zamri
    Razak, Khamarrul Azahari
    Ghani, Mohd Khairolden
    Wahab, Yusrin Faiz Abdul
    [J]. INTERNATIONAL JOURNAL OF DISASTER RESILIENCE IN THE BUILT ENVIRONMENT, 2023,
  • [10] Climate Risk and Vulnerability Assessment of Georgian Hydrology under Future Climate Change Scenarios
    Aryal, Aashutosh
    Bosch, Rieks
    Lakshmi, Venkataraman
    [J]. CLIMATE, 2023, 11 (11)