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In regional geochemistry rock, sediment, soil, plant or water samples, collected in a certain region, are analyzed for concentrations of chemical elements. The observations are thus usually high dimensional, spatially dependent and of compositional nature. In this paper, a novel blind source separation approach for spatially dependent data is suggested. For the analysis, it is assumed that the multivariate...
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