PFHydro: A New Watershed-Scale Model for Post-Fire Runoff Simulation

被引:24
作者
Wang, Jun [1 ]
Stern, Michelle A. [2 ]
King, Vanessa M. [1 ]
Alpers, Charles N. [2 ]
Quinn, Nigel W. T. [3 ]
Flint, Alan L. [2 ]
Flint, Lorraine E. [2 ]
机构
[1] US Bur Reclamat, Sacramento, CA 95825 USA
[2] US Geol Survey, Calif Water Sci Ctr, Sacramento, CA USA
[3] Berkeley Natl Lab, Berkeley, CA USA
关键词
Wildfire effects; Post-fire runoff simulation; Watershed model; Soil water repellence; FOREST-FIRE; RAINFALL INTERCEPTION; SOIL HYDROPHOBICITY; OVERLAND-FLOW; WESTERN US; REPELLENCY; EROSION; TOPMODEL; WILDFIRE; INFILTRATION;
D O I
10.1016/j.envsoft.2019.104555
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Runoff increases after wildfires that burn vegetation and create a condition of soil-water repellence (SWR). A new post-fire watershed hydrological model, PFHydro, was created to explicitly simulate vegetation interception and SWR effects for four burn severity categories: high, medium, low severity and unburned. The model was applied to simulate post-fire runoff from the Upper Cache Creek Watershed in California, USA. Nash-Sutcliffe modeling efficiency (NSE) was used to assess model performance. The NSE was 0.80 and 0.88 for pre-fire water years (WY) 2000 and 2015, respectively. NSE was 0.88 and 0.93 for WYs 2016 (first year post-fire) and 2017 respectively. The simulated percentage of surface runoff in total runoff of WY 2016 was about six times that of pre-fire WY 2000 and three times that of WY 2015. The modeling results suggest that SWR is an important factor for post-fire runoff generation. The model was successful at simulating SWR behavior.
引用
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页数:15
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