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Fig. 4. Comparisons between model predictions and measured data of the relationship between volumetric water content and dielectric permittivity for four different soil samples. Three different weight functions, that is, two different sigmoidal functions, SW1 and SW2, correspond to Eq. [10] and [11], respectively, and linear function (LW) is applied for the calculations of four-layer model.