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基于SWAT模型的岷江上游流域水文模拟与干旱评估
引用本文:张菡, 赵金鹏, 郭斌. 基于SWAT模型的岷江上游流域水文模拟与干旱评估[J]. 高原山地气象研究, 2022, 42(1): 95-101. DOI: 10.3969/j.issn.1674-2184.2022.01.014
作者姓名:张菡  赵金鹏  郭斌
作者单位:高原与盆地暴雨旱涝灾害四川省重点实验室,成都 610072;南方丘区节水农业研究四川省重点实验室,成都 610066;四川省农业气象中心,成都 610072;高原与盆地暴雨旱涝灾害四川省重点实验室,成都 610072;四川省农村经济综合信息中心,成都 610072;高原与盆地暴雨旱涝灾害四川省重点实验室,成都 610072;四川省阿坝州气象局,马尔康 624000
基金项目:国家自然科学基金(41775159);高原与盆地暴雨旱涝灾害四川省重点实验室科技发展基金项目(SCQXKJZD201805-10,SCQXKJZD2020001,SCQXKJQN2020051);四川省科技计划项目(2021YFS0282)
摘    要:以地势复杂、海拔高差悬殊的岷江上游流域为研究区域,选取2013~2017年水文、气象观测、土地利用、土壤类型及DEM等数据,驱动SWAT(Soil and Water Assessment Tool)分布式水文模型,在参数敏感性分析的基础上对模型进行校正和验证,模拟岷江上游流域日径流量变化过程,并采用基于SWAT计算的CI综合气象干旱指数,分析岷江上游流域典型年份干旱灾害的时空演变特征。结果表明:(1)SWAT模型在岷江上游流域具有较好的适用性,校正期及验证期R2和ENS值均在0.70以上;(2)SWAT模型能较好地模拟岷江上游流域的水文变化过程,实测与模拟的逐日径流量变化趋势大体一致,尤其是6、7月主汛期时段的模拟效果最好;(3)基于SWAT计算的CI综合气象干旱指数较为客观地反映了岷江上游流域干旱的时空演变特征,有助于实现干旱灾害的监测和评估。

关 键 词:SWAT模型  岷江上游流域  逐日径流量  水文模拟  干旱评价
收稿时间:2021-06-24

Hydrologic Simulation and Drought Evaluation in Upper Reaches of Minjiang River Based on SWAT Model
ZHANG Han, ZHAO Jinpeng, GUO Bin. Hydrologic Simulation and Drought Evaluation in Upper Reaches of Minjiang River Based on SWAT Model[J]. Plateau and Mountain Meteorology Research, 2022, 42(1): 95-101. DOI: 10.3969/j.issn.1674-2184.2022.01.014
Authors:ZHANG Han ZHAO Jinpeng GUO Bin
Affiliation:1.Heavy Rain and Drought-Flood Disasters in Plateau and Basin Key Laboratory of Sichuan Province, Chengdu 6l0072, China2.Provincial Key Laboratory of Water-Saving Agriculture in Hill Area of Southern China, Chengdu 610065, China3.Sichuan Provincial Agricultural Meteorological Centre, Chengdu 610072, China4.Sichuan Provincial Rural Economic Information Centre, Chengdu 610072, China5.Aba Tibetan and Qiang Autonomous Prefecture Meteorological Service, Maerkang 624000, China
Abstract:The Land use/cover data, soil data, topography data, meteorological data and hydrological data from 2013 to 2017 were used to establish a distributed hydrological model-SWAT (Soil and Water Assessment Tool) in the upper reaches of the Minjiang River. Based on the sensitivity analysis of model parameters, the SWAT model was calibrated and validated to get accurately simulated value of daily runoff which was accessible for hydrological process simulation in upper reaches of Minjiang River. Moreover, with the help of SWAT model, the CI index regarded as an effective index of agricultural drought was calculated to analyze characteristics of the spatiotemporal distribution and variation of drought hazard in this area. Results showed that: (1) SWAT model achieved a good return of applicability analysis in upper reaches of Minjiang River, the Nash-Sutcliffe efficiency coefficient ENS and the coefficient of determination R2were respectively above 0.7 in both validation and calibration period. (2) SWAT model described the hydrological process well in this area, and the simulated value of daily runoff showed a similar trend of change as the observed value, especially in the main flood season (from June to July). (3) The CI index reflected the spatiotemporal distribution and variation of drought hazard objectively in typical drought year. It indicated that the drought evaluation based on SWAT model was a helpful tool for drought monitoring and early warning at watershed scales. 
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