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Two methods for modelling a coregionalization were compared, the traditional parametric linear model of coregionalization (LMCR) and a non-parametric method based on a Fourier transform of the empirical (cross-) correlogram maps. The methods were compared in terms of how well they fit the experimental correlograms, and the prediction quality of their co-kriged estimates. Three datasets were compared,...