Figures for a number of intermediate steps in the data analysis procedure

Figure S1a displays the logarithm of the eigenvalues (squared singular values) plotted against the number of singular values, Figure S1b illustrates the first six loadings; Figure S2 presents the score plot of the data; Figure S3 presents the resulting contribution maps.