As far as our data are concerned, MDS methods are consequently expected to display taxonomic relationships (a distance matrix) onto small dimensional spaces. To achieve this goal, we have chosen the DD-HDS algorithm (Data-Driven High Dimensional Scaling), 19 for its efficiency whatever the distribution of input distances.