Distribution and simulation of saturated soil hydraulic conductivity at a slope of northern Loess Plateau
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Graphical Abstract
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Abstract
To provide a theoretical basis for simulating soil hydraulic processes, classical statistics and geo-statistics were used to characterize the spatial distribution of saturated soil hydraulic conductivity (Ks) at a slope scale in the northern Loess Plateau. Furthermore, the first order autoregressive state-space model was applied to simulate the distribution of Ks. The magnitude of Ks variability was moderate according to the coefficient of variation. The degree of spatial dependence was moderate with range of 42 m. Bulk density, sand content, silt content, and clay content were auto-correlated. Cross-correlation existed between Ks and other factors at different lag distance. Bulk density and soil particles were the key factors to affect the spatial distribution of Ks on the sloping land. A combination of bulk density and soil particles was the best to explain the spatial variation of Ks(R2>0.9). The first order autoregressive state-space model is suitable for simulating the Ks distribution at a slope scale.
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