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Soil moisture is a critical state affecting a variety of land surface and subsurface processes. In this paper we report investigation results of multilayer neural network with multi-valued neurons (MLMVN), it is a distinct type of complex-valued neural network with derivative-free back-propagation algorithm. We examined the proposed method by using 4752 soil moisture data set at 30cm underground and...
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