“…As Fe was the key component of interest in ochre, the matrix plots were coupled with Pearson's correlation tests and previous research (Cornell and Schwertmann, 2003;Dawood et al, 2004;Kato et al, 1998;Marmolejo-Rodríguez et al, 2007;Nakamura, 1974;Piper, 1974) to select the elements that associated with Fe for statistical analysis. Al, Ti, Zr, Li, Mn, Cr, V, Cu and Zn exhibited a positive, near-linear relationship when plotted against Fe, showing they were probably substituting for Fe in the ochres (P-value less than 0.05).…”