12 One way to analyze the relationship between species attributes (e.g. functional traits) and sample 13 attributes (e.g. environmental variables) via the matrix of species composition is by calculating 14 the community-weighted mean of species attributes (CWM) and relating it to sample attributes 15 by correlation, regression, ANOVA etc. This weighted-mean approach is used in a number of 16 ec...