The PCA consists of projecting nutrient load
variables and illustrative variables onto a factorial plan defined by
two axes. In HCPC, PCA is a pre-processing step which reduces the
number of dimensions in parameter space. In a second step, HC is
performed on the PCA axes using Ward’s criterion