刘建立, 徐绍辉, 刘慧. 几种土壤累积粒径分布模型的对比研究[J]. 水科学进展, 2003, 14(5): 588-592.
引用本文: 刘建立, 徐绍辉, 刘慧. 几种土壤累积粒径分布模型的对比研究[J]. 水科学进展, 2003, 14(5): 588-592.
LIU Jian-li, XU Shao-hui, LIU Hui. Investigation of different models to describe soil particle-size distribution data[J]. Advances in Water Science, 2003, 14(5): 588-592.
Citation: LIU Jian-li, XU Shao-hui, LIU Hui. Investigation of different models to describe soil particle-size distribution data[J]. Advances in Water Science, 2003, 14(5): 588-592.

几种土壤累积粒径分布模型的对比研究

Investigation of different models to describe soil particle-size distribution data

  • 摘要: 土壤粒径分布是最基本的土壤物理性质。作为许多预测模型的输入参数,准确描述土壤的粒径分布是保证模拟质量的前提。评价了对数正态分布、三次样条、逻辑生长、改进逻辑生长以及van Genuchten方程等经验模型在描述土壤粒径分布中的适用情况。结果表明,改进的逻辑生长曲线模型预测效果最好,而广泛采用的对数正态分布的结果最差。其它3种模型的效果介于两者之间。根据5种粒径分布模型的模拟结果,利用分形方法来预测土壤水分特征曲线也得到了类似的结论。

     

    Abstract: Particle-size distribution (PSD) is the most fundamental soil physical property,which has a distinct impact on other physical properties such as soil hydraulic properties.As an input parameter for various simulation models,the accurate description of PSD is of vital importance to the reliability of simulation results.In the present study,five empirical models,i.e.,the log-normal distribution,the cubic spline,the logistic growth,the modified logistic growth and the van Genuchten models,are employed to describe the cumulative particle-size distribution data from laboratory experiments,an international database and literature publications.Results indicate that optimal agreements between measured and predicted values are obtained through the modified logistic growth model while the most frequently used log-normal model produces relatively poor agreements.Furthermore,the other three empirical models are in between the aforementioned two models in terms of prediction accuracy.Similar results are obtained in additional application of these models to estimate soil water retention characteristics using a fractal approach.

     

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