We simulated change in assemblages with different trait types (binary and continuous), levels of trait overlap, number of traits, and species richness to determine the relationship between change in taxonomic similarity (ΔTS) and change in functional similarity (ΔFS). We also assess the relationship between ΔTS and ΔFS for bird assemblages across ten locales in the USA between 1968 and 2008. We used simple linear regression to determine the slope and correlation between ΔTS and ΔFS and used multiple regression to assess the influence of trait overlap, number of traits, species richness, and the ratio of traits to species on the relationship between ΔTS and ΔFS.
Results/Conclusions Simulations reveal that trait redundancy governs the relationship between ΔTS and ΔFS. An increase in trait overlap increases the slope of the regression between ΔTS and ΔFS and an increase in the ratio of traits to species in the regional pool increases the correlation. The relationship between ΔTS and ΔFS for breeding birds is comparable to simulations with low trait redundancy. We show that often losing or gaining species from an assemblage tells us very little about the loss or gain of function, and that this scenario most often occurs when the two assemblages have high trait redundancy. It remains to be seen how prevalent this scenario is within empirical examples, however, the implications for the continued delivery of ecosystem functions in the face of invasions and extinctions is large.