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    孟宇. 灰色关联分析与多元线性回归实时洪水预测模型—— 以辽河绕阳河流域东白城子站为例[J]. 中国防汛抗旱, 2021, 31(10): 37-41. DOI: 10.16867/j.issn.1673-9264.2020426
    引用本文: 孟宇. 灰色关联分析与多元线性回归实时洪水预测模型—— 以辽河绕阳河流域东白城子站为例[J]. 中国防汛抗旱, 2021, 31(10): 37-41. DOI: 10.16867/j.issn.1673-9264.2020426
    MENG Yu. Grey relational analysis and multiple linear regression real-time flood forecasting model——Taking Dongbaichengzi Station in Raoyang River Basin as an example[J]. China Flood & Drought Management, 2021, 31(10): 37-41. DOI: 10.16867/j.issn.1673-9264.2020426
    Citation: MENG Yu. Grey relational analysis and multiple linear regression real-time flood forecasting model——Taking Dongbaichengzi Station in Raoyang River Basin as an example[J]. China Flood & Drought Management, 2021, 31(10): 37-41. DOI: 10.16867/j.issn.1673-9264.2020426

    灰色关联分析与多元线性回归实时洪水预测模型—— 以辽河绕阳河流域东白城子站为例

    Grey relational analysis and multiple linear regression real-time flood forecasting model——Taking Dongbaichengzi Station in Raoyang River Basin as an example

    • 摘要: 根据绕阳河流域东白城子水文站历年洪水实测数据,对雨量站、降雨量和洪水流量进行分析,采用灰色关联模型计算各雨量站对流域流量波动的影响程度,选取关联度高的雨量站作为主导因素,然后通过SPSS软件对主导因素和流量建立多元线性回归模型,对洪水的洪峰流量进行有效预测,通过比较实测值和预测值的大小,验证回归方程的实用性,为阜新市各流域的洪水预报提供一定的参考。

       

      Abstract: According to the recorded flood data of Dongbaichengzi Hydrological Station in Raoyang River Basin, rainfall station, rainfall and flood flows were analyzed. This study calculates the influence degree of rainfall stations on basin flow fluctuation by using grey correlation model, selects rainfall stations with high correlation as the leading factor, establishes multiple linear regression model for leading factors and flow through SPSS software, and effectively predicts the flood peak flow. By comparing the recorded and predicted values, the practicability of the regression equation is verified, which can provide certain reference for the flood forecasting in Fuxin City.

       

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