摘要
abcd 水量平衡模型在国外得到了广泛应用,但在国内应用基本处于空白状态。为了探究该模型在我国中小流域应用的适应性及有效性,在介绍 abcd 模型的原理及结构的基础上,将其应用于新安江流域的径流预报模拟。在国内首次对 abcd 模型的4个参数进行敏感性分析,采用单变量法和多变量法分别探讨模型的性能指标对参数变化的响应程度。结果表明:校验阶段汛期与非汛期Nash确定性系数(Nash-Sutcliffe efficiency, NSE)分别为 0.929 和 0.863 ,表明拟合程度较高;参数敏感性分析对于提高 abcd 模型参数率定的效率和精度具有显著意义;单变量法与多变量法结果相近,NSE对参数 c 最为敏感。通过对比径流模拟值与实测值,得出该模型模拟精度高、具有较高的适应性,能够广泛应用于我国中小流域。
Despite wide application abroad, the “ abcd ” water balance model is barely used in China. In order to explore the applicability and effectiveness of the “ abcd ” model in small and medium-sized watersheds in China, we first of all expound the principle and structure of the “ abcd ” model, and applied the model to the runoff forecasting simulation for Xin’an River Basin. Moreover, we examined the sensitivity of four parameters of the “ abcd ” model for the first time in China by comparing the simulated values with measured values, and further discussed the responses of performance indicators to parameter changes using univariate and multivariate methods. Results manifested that Nash-Sutcliffe efficiency (NSE)in verification is 0.929 in flood season and 0.863 in non-flood season, indicating a high fitting degree. Meanwhile, sensitivity analysis could evidently improve the efficiency and accuracy of calibration. Result of the univariate method is similar to that of the multivariate method, and NSE is the most sensitive to parameter c . In conclusion, the “ abcd ” model can be widely applied to small and medium-sized watersheds in China with high accuracy and adaptability.
作者
吴光东
许继军
Hoshin Gupta
张潇
WU Guang-dong;XU Ji-jun;Hoshin Gupta;ZHANG Xiao(Water Resources Department,Yangtze River Scientific Research Institute,Wuhan 430010,China;Department of Hydrology and Atmospheric Sciences,University of Arizona,Tucson 85721,USA;Water Resources Planning and Research Department,Changjiang Institute of Survey,Planning,Design and Research,Wuhan 430010,China)
出处
《长江科学院院报》
CSCD
北大核心
2019年第7期23-27,40,共6页
Journal of Changjiang River Scientific Research Institute
基金
国家重点研发计划项目(2016YFC0502201)
长江科学院院级创新团队项目(CKSF2017061/SZ)
关键词
abcd水量平衡模型
径流模拟
敏感性分析
评价指标
多变量法
新安江流域
" abcd " water balance model
runoff simulation
sensitivity analysis
performance index
multivariate method
Xin'an River Basin
作者简介
吴光东(1989-),男,江苏徐州人,工程师,博士,主要从事水文水资源、水文模型的研究。E-mail:598105302@qq.com.
