Correlations between sediment contaminants like heavy metals or organic micro-compounds and natural or anthropogenic radionuclides (K-40, (238)u, Th-232, (CS)-C-137) facilitates in situ mapping of the contaminated sediment using gamma-ray detectors. These maps can be male quickly and economically using surveys with towed underwater gamma-ray detectors and based on the fundamental correlation of contaminants with radioactivity. This paper aims at an assessment of the geochemical and -physical principles underlying these correlations. This assessment uses multivariate analysis of a data base containing information on radionuclides and contaminants for a large number of sediment samples used to derive radionuclide-contaminant correlations in r...