Changes in flood-associated rainfall losses under climate change

被引:6
|
作者
Ho, Michelle [1 ]
Wasko, Conrad [1 ]
O'Shea, Declan [1 ]
Nathan, Rory [1 ]
Vogel, Elisabeth [2 ,3 ,4 ]
Sharma, Ashish [2 ]
机构
[1] Univ Melbourne, Dept Infrastructure Engn, Melbourne, Australia
[2] Univ New South Wales, Water Res Ctr, Sch Civil & Environm Engn, Sydney, Australia
[3] ARC Ctr Excellence Climate Extremes, Sydney, Australia
[4] Univ Melbourne, Melbourne Climate Futures, Sydney, Australia
基金
澳大利亚研究理事会;
关键词
Rainfall losses; Event-based rainfall-runoff modelling; Floods; climate change; SOIL-MOISTURE DATA; FREQUENCY-ANALYSIS; SYSTEMATIC BIASES; WATER-RESOURCES; DATA-SETS; PRECIPITATION; EVENT; PROJECTIONS; STREAMFLOW; TRENDS;
D O I
10.1016/j.jhydrol.2023.129950
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Climate change is expected to impact the severity and frequency of floods, which has implications for flood risk management. Design floods and derived flood frequency curves obtained using event-based rainfall-runoff models are widely used in industry to assess flood risks for planning and design purposes. For these approaches it is necessary to have (a) rainfall inputs, and (b) rainfall losses specified, the latter representing the amount of rainfall that is either intercepted, stored on the surface, or infiltrated into the soil and does not contribute to the flood hydrograph. There is extensive research on changes in flooding under climate change that focus on pro-jections of rainfall. However, there is little research into projections of rainfall losses under climate change, despite the knowledge that their changes will modulate the flood response. Here, we present one of the first studies seeking to quantify how rainfall losses, as represented by estimates of initial and continuing losses used in event-based models, are projected to change under climate change. We identify dependencies between rainfall losses and antecedent soil moisture in around half (over 200) of the largely unregulated catchments (i.e. watersheds) in Australia analysed in this study and use these relationships to project rainfall losses under climate change. Near universal increases in both the mean and variance of both initial losses and continuing losses are projected in these catchments, suggesting that increased rainfall losses could offset the impact of increased rainfalls for frequently occurring floods and result in an increased variance in flood responses.
引用
收藏
页数:16
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