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A Research and Application on Sensitivity Analysis, Calibration of Distributed Hydrological and Erosion Prediciton Model at Small Watershed Scale in the Loess Hilly-Gully Region

机译:黄土丘陵沟壑区小流域分布式水文侵蚀预报模型的敏感性分析,标定研究与应用。

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Uncertainty analysis was first conducted on the parameters of the established hydrological and erosion model in the small watershed of loess hilly region in this study.On this basis, the initial water content, saturated water content, saturated hydraulic conductivity, suction parameter and critical shear stress of soil were taken as the model calibration parameters.Additionally, artificial calibration method and genetic algorithm method were used for parameter calibration and sensitivity analysis of the watershed, and a brief comparison was carried out with the calculated results of artificial calibration.By combining validity tests of NashSutcliffe model, it was proven that the accuracy of parameter optimization was relatively high by using genetic algorithm, and this algorithm can be analogized to parameter optimization of other hydrological and erosion models.
机译:本研究首先对黄土丘陵区小流域建立的水文侵蚀模型参数进行不确定性分析,在此基础上确定了初始含水量,饱和含水量,饱和导水率,吸力参数和临界剪应力。以土壤水质作为模型标定参数。此外,采用人工标定方法和遗传算法对流域进行参数标定和灵敏度分析,与人工标定的计算结果进行简要对比。在NashSutcliffe模型的基础上,利用遗传算法证明了参数优化的准确性较高,该算法可以与其他水文侵蚀模型的参数优化相提并论。

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