The contour map of a correlation matrix of two different spectroscopies applied to the same samples is a useful interpretation tool to establish relations between the two spectroscopies. The problem is that these maps are generally very complex. This paper describes a method to resolve the correlation contour map into a few spectroscopically meaningful submaps.