Based on concentrations of the six metals, the metal-contaminated sites were classified using hierarchical cluster analysis with Ward's method based on Euclidean distances . To ensure classification based on metal concentration ratios (i.e., concentration compositions) rather than absolute concentration values at individual sites, standardized values of log-transformed concentrations were used for the hierarchical cluster analysis.