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Applications of the inverse approach for estimating unsaturated hydraulic parameters from laboratory flow experiments.

机译:逆方法在实验室流量实验中估算非饱和水力参数的应用。

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Estimates of soil hydraulic parameters are essential for predicting and describing water movement in unsaturated soils. Inverse approaches to estimating soil hydraulic parameters have gained great favor. However, limited effort has been placed on obtaining estimates using observed experimental data. Moreover, little has been advanced in applying these approaches to larger scale, multidimensional systems. In this research, several transient laboratory experiments were conducted using both repacked and intact soil cores, and larger scale 1 and 3-dimensional repacked soil columns. Measurements of soil water matric potential and water content were used to obtain parameter estimates for the closed form van Genuchten soil water relations. For the soil cores, measurements were obtained using pressure outflow, upward infiltration and evaporation procedures. For the 1-dimensional soil columns, these same data were obtained using upward and downward infiltration procedures. For the 3-dimensional soil columns, a point source application of water was used.; Optimizations were carried out With HYDRUS-1D and HYDRUS-2D using observed matric potential and water content data to define the objective function. For the repacked and intact soil cores, parameters were also estimated by nonlinear least squares fit to retention data obtained from the pressure outflow and evaporation procedures. Parameter estimates obtained by nonlinear least squares fits to the pressure outflow and evaporation retention data were seen to be similar to those obtained by optimization. However, parameter estimates based on data obtained from the upward infiltration experiments were considerably different than those obtained from the evaporation experiments. These differences are attributable to hysteresis.; Parameter estimates obtained for the repacked soil cores were seen to be inadequate in terms of predicting matric potential responses in larger scale soil columns. This was also true when parameter estimates obtained from the larger scale repacked soil columns were used to predict matric responses during 3-dimensional flow in the largest scale soil columns.; The results of this work show that inverse methods when used in conjunction with upward infiltration and evaporation procedures can provide accurate estimates of unsaturated hydraulic parameters. When used together, these experimental methods can be used to obtain data and hydraulic parameters describing both the imbibition and drying branches of the soil water retention response. These results further show that estimated parameter values based on measurements made at one scale tend to be inappropriate in terms of adequately describing systems at larger scales.
机译:土壤水力参数的估计对于预测和描述非饱和土壤中的水分运动至关重要。估算土壤水力参数的逆方法获得了极大的青睐。但是,在使用观察到的实验数据获得估算值方面所做的努力有限。此外,在将这些方法应用于大规模,多维系统方面进展甚微。在这项研究中,使用重新装填和完整的土心以及较大规模的1维和3维装填的土壤柱进行了多个瞬态实验室实验。使用土壤水基质势和水含量的测量来获得闭合形式范·格努赫滕土壤水分关系的参数估计。对于土壤核心,使用压力流出,向上渗透和蒸发程序进行测量。对于一维土壤柱,使用向上和向下渗透程序获得了相同的数据。对于三维土柱,使用点源水。使用HYDRUS-1D和HYDRUS-2D使用观察到的基质势和水含量数据进行优化,以定义目标函数。对于重新包装和完好无损的土壤核心,还通过非线性最小二乘法拟合参数来估计参数,以拟合从压力流出和蒸发过程获得的保留数据。通过非线性最小二乘法获得的参数估计值与压力流出量相符,并且蒸发保留数据与通过优化获得的估计值相似。然而,基于从向上渗透实验获得的数据的参数估计与从蒸发实验获得的参数估计有很大不同。这些差异归因于磁滞。从重新包装的土壤核心获得的参数估计值不足以预测大型土壤柱中的基质势响应。当从较大规模的重新装填的土壤柱获得的参数估计值用于预测最大规模的土壤柱在3维流动期间的基质响应时,也是如此。这项工作的结果表明,与向上渗透和蒸发程序结合使用的反演方法可以提供对非饱和水力参数的准确估算。当一起使用时,这些实验方法可用于获得描述土壤保水响应的吸水和干燥分支的数据和水力参数。这些结果进一步表明,在适当范围内描述较大规模的系统方面,基于在一个尺度上进行的测量得出的估计参数值往往是不合适的。

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