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基于多元回归分析的大伙房水库径流中长期预报

Mid-long Term Runoff Forecasting Model for Dahuofang Reservoir Based on Multiple Regression Analysis

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【作者】 王琪张亭亭游海林常静曹永强

【Author】 WANG Qi;ZHANG Tingting;YOU Hailin;CHANG Jing;CAO Yongqiang;School of Urban Planning and Environmental Science, Liaoning Normal University;

【机构】 辽宁师范大学城市与环境学院

【摘要】 以大伙房水库1956年~2000年10项年径流影响指标的统计数据为资料,基于主成分分析和Logistic方程多元回归方法,建立了大伙房水库径流中长期预报模型,并以2001年~2005年实测径流资料进行外推预报检验。研究结果表明,模型具有较高的拟合精度,预报效果较好,可以用来初步预测大伙房水库2000年之后的径流量,从而为水资源规划与管理部门指导实际生产提供参考依据。

【Abstract】 Ten factors which affecting annual runoff are selected from the statistical data of Dahuofang Reservoir from 1956 to2000, and then the mid-long term runoff forecasting model is established based on these factors by using principal component analysis and multiple regression analysis of Logistic equation. The model is also used to conduct a extraploting prediction test by using the measured runoff data from 2001 to 2005. The results show that the mid-long term runoff forecasting model has higher fitting accuracy and good forecast effect, which can be used to make a primary prediction on the runoff of Dahuofang Reservoir after 2000.

  • 【分类号】P338.2
  • 【被引频次】29
  • 【下载频次】235
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