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Geostatistical analysis of spatial variability of hydraulic conductivity at field scale

机译:现场规模液压电导率空间变异性的地质统计分析

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Hydraulic conductivity is a vital parameter in the rainfall - runoff modeling. It displays high spatial variability, as it has been demonstrated by field experimentation in the past. Spatial variability of hydraulic conductivity can be interpreted through linear unbiased estimator, kriging. In the present study, a geo - statistical technique, kriging has been utilized for regionalized variables to exhibit spatial auto correlation structure. The universal kriging was applied, in which observations consist of an estimate at any point based on a weighted average of the data where weights were determined by using the semi - variogram and an assumed drift in the data. The weights were calculated by kriging algorithm, which involves a linear system of equations based on data. The observed data of hydraulic conductivity in a field located in Guelph, Ontario, Canada has been used to elucidate spatial structure through a semi variogram by applying kriging. Infiltration rates were measured with double ringinfiltrometer on grid basis. Two parameter Philip's equation was used to estimate saturated hydraulic conductivity. The resulting semi variograms were isotropic and fit well into several linear and spherical models. The verification of the kriging estimates was done by removing known data points & kriging an estimate at same location. The acceptable results of verification procedure demonstrated that geostatics could be used to describe spatial variability of hydraulic conductivity.
机译:水力传导系数是在降雨的重要参数 - 径流模型。它显示高空间变化,因为它已经在过去的田间试验证明。水力传导率的空间变异可通过线性无偏估计来解释,克里格。在本研究中,地理 - 统计技术,克里格已用于区域化变量显示出空间自相关结构。万向克里格施加,其中观察由在基于所述数据的加权平均,其中权重是由使用半确定的任何点处的估计的 - 变差函数和数据中的假定的漂移。权重是由克里格算法,其包括基于数据线性方程系统来计算。水力传导率在位于圭尔夫大学,安大略省,加拿大的场所观察的数据已被用于通过施加克里格通过半变差函数来阐明空间结构。渗透速度与电网基础上,双ringinfiltrometer测量了。两个参数菲利普的公式来估计饱和导水率。将所得的半变差函数是各向同性,很好地成为几个线性和球形模型。克里格估算的验证通过除去已知数据点&克里格在相同的位置的估计来完成。验证程序的可接受的结果表明,geostatics可以用来描述水力传导率的空间变异。

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