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Fractional diffusion equations were shown to provide an adequate and accurate discription of transport processes exhibiting anomalous behavior.We developed a high-accuracy preserving spectral Galerkin method for the Dirichlet boundary-value problem of one-sided variable-coefficient conservative fractional diffusion equations.