农业机械学报2017，Vol.48Issue(9)：250-256,249,8.DOI:10.6041/j.issn.1000-1298.2017.09.031
基于HWSD的GSAC模型网格化产流参数估计与校正
Grid Runoff Parameters Estimation and Adjustment of GSAC Model Based on HWSD
摘要
Abstract
The grid-based Sacramento (GSAC) model divides a basin into discrete areas using grids.Conventionally,it is difficult to achieve the grid parameter for runoff module of GSAC model.With an aim to solve this problem,a method for estimating the runoff parameters of GSAC model using the soil property data of harmonized world soil database (HWSD) was proposed,in which the physical and chemical characteristics of each soil layer were given on the basis of the division of topsoil (0 ～ 30 cm)and subsoil (30 ～ 100 cm).Firstly,the percentages of sand and clay content and texture classification in topsoil (T-layer) and subsoil (S-layer) of HWSD were extracted.And the data was used to estimate the soil water constants such as wilting point,field capacity and saturated water content in each grid.Secondly,the upper layer thickness of GSAC model was adjusted using wilting point,field capacity and tension water capacity of T-layer,and a climatic index defined as ratio of mean annual precipitation to potential evapotranspiration.In each grid,the soil water constants of T-layer and S-layer were converted into those in the upper layer and lower layer of GSAC model by upper layer thickness.Finally,runoff parameters in each grid were estimated using the upper layer thickness and the converted soil water constants of GSAC model.Meanwhile,totally 12 adjustment coefficients were used to adjust the runoff parameters,and all the adjustment coefficients were determined by the GSAC model via the free search (FS) algorithm.The results of model application in the Hulan River Basin indicated that it was feasible to estimate runoff parameters of GSAC model using HWSD soil property data;the better runoff simulation results were obtained by GSAC model using the adjusted runoff parameters;and Nash efficiency coefficients (NSEC) were 0.81 and 0.83 of the calibration phase and verification phase,respectively.关键词
GSAC模型/网格化产流参数/世界和谐土壤数据库/参数估计/校正系数Key words
grid-based Sacramento model/grid runoff parameters/harmonized world soil database/parameter estimation/adjustment coefficients分类
天文与地球科学引用本文复制引用
王斌,丁星臣,黄金柏,宫兴龙,朱士江,王贵作..基于HWSD的GSAC模型网格化产流参数估计与校正[J].农业机械学报,2017,48(9):250-256,249,8.基金项目
国家重点研发计划项目(2016YFC0400101)、国家自然科学基金项目(51009026、41271046)、中国电力建设股份有限公司科技课题项目(DJ-ZDZX-2016-02)和农业部农业水资源高效利用重点实验室开放课题项目(2015002) （2016YFC0400101）
