水土保持通报2012，Vol.32Issue(5)：277-280,4.
支持向量机函数拟合在地下水动态预测中的应用
Application of Support Vector Machines Function Fitting in Groundwater Dynamic Prediction
摘要
Abstract
To investigate groundwater dynamic in the Luohuiqu irrigation district of Shaanxi Province,different research methods for groundwater dynamic are comprehensively analyzed.The method of support vector machines(SVM) is proposed for predicting groundwater dynamic and building predicting model and two computer programs are compiled using MATLAB.Practical effectiveness of the theory of the SVM for groundwater dynamic prediction is discussed based on the irrigation data measured for many years.Results show that the SVM regression model can well express the complicated coupling relationship of groundwater dynamics.Therefore,the application of this method to the prediction in the irrigation district is feasible and practical.关键词
地下水动态/洛惠渠灌区/支持向量机/函数拟合Key words
groundwater dynamic/Luohuiqu irrigation district/support vector machines/function fitting分类
农业科技引用本文复制引用
张霞,王亚萍,李占斌,于国强..支持向量机函数拟合在地下水动态预测中的应用[J].水土保持通报,2012,32(5):277-280,4.基金项目
中国博士后基金“白龙江流域暴雨泥石流运动机理及数值模型研究” （）
陕西省自然科学基础研究计划项目“甘肃舟曲区域暴雨泥石流运动机理及数值模型研究” （）
水利部公益性行业科研专项“小流域淤地坝坝系防洪风险评价技术项目” （）
国家重点基础研究发展计划（973计划）“黄土坡面土壤养分流失特征与控制机理” （）
