Inclusion of Modified Snow Melting and Flood Processes in the SWAT Model

被引:35
作者
Duan, Yongchao [1 ,2 ,3 ,4 ,5 ]
Liu, Tie [1 ]
Meng, Fanhao [1 ,3 ]
Luo, Min [1 ,3 ]
Frankl, Amaury [2 ,6 ]
De Maeyer, Philippe [2 ,3 ,4 ]
Bao, Anming [1 ]
Kurban, Alishir [1 ,4 ,5 ]
Feng, Xianwei [1 ]
机构
[1] Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
[2] Univ Ghent, Dept Geog, B-9000 Ghent, Belgium
[3] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
[4] Sinobelgian Joint Lab Geoinformat, Urumqi 830011, Peoples R China
[5] Sinobelgian Joint Lab Geoinformat, B-9000 Ghent, Belgium
[6] Res Fund Flanders FWO, B-1000 Brussels, Belgium
基金
中国国家自然科学基金;
关键词
snowmelt process; degree-day; accumulated temperature (AT); flood process; SWAT; TEMPERATURE-INDEX; CLIMATE-CHANGE; AIR-TEMPERATURE; GLACIER MELT; RIVER-BASIN; RUNOFF; VARIABILITY; IMPACTS; ROUTINE; REGION;
D O I
10.3390/w10121715
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Flooding, one of the most serious natural disasters, poses a significant threat to people's lives and property. At present, the forecasting method uses simple snowmelt accumulation and has certain regional restrictions that limit the accuracy and timeliness of flood simulation and prediction. In this paper, the influence of accumulated temperature (AT) and maximum temperature (MT) on snow melting was considered in order to (1) reclassify the precipitation categories of the watershed using a separation algorithm of rain and snow that incorporates AT and MT, and (2) develop a new snow-melting process utilizing the algorithm in the Soil and Water Assessment Tool Model (SWAT) by considering the effects of AT and MT. The SWAT model was used to simulate snowmelt and flooding in the Tizinafu River Basin (TRB). We found that the modified SWAT model increased the value of the average flood peak flow by 43%, the snowmelt amounts increased by 45%, and the contribution of snowmelt to runoff increased from 44.7% to 54.07%. In comparison, we concluded the snowmelt contribution to runoff, flood peak performance, flood process simulation, model accuracy, and time accuracy. The new method provides a more accurate simulation technique for snowmelt floods and flood simulation.
引用
收藏
页数:24
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