Differntiability properties of kriging interpolation

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What are the differentiability properties of Kriging interpolation functions? Specifically, I am interested in using it to create a random realization of a 1D function using a regularly spaced grid of randomly drawn "data", with a given variogram, and crucially, I need it to be at least twice differentiable.