A PCA, which was conducted separately for all the coregionalization matrices of the LMC, provided a set of transformation coefficients, which were further used to derive the regionalised factors (RF). An RF is a model-derived unobserved spatial variable that is specific to the kth spatial scale, which results from decomposing the original variables into more than one scale of variation (note the equivalence between scale and structure).