1.    Plant functional traits can provide a mechanistic understanding of community responses to global change and of community effects on ecosystem functions. Nitrogen enrichment typically shifts trait composition by promoting the dominance of acquisitive plants (high specific leaf area [SLA] and low leaf dry matter content [LDMC]), translating into high biomass production. Changes in mean trait values can be due to shifts in species identity, relative abundances and/or intraspecific trait values. However, we do not know the relative importance of these shifts in determining trait responses to environmental changes, or trait effects on ecosystem functioning, such as biomass production. 

2.    We quantified the relative importance of species composition, abundance and intraspecific shifts in driving variation in SLA and LDMC, and how these shifts affected above- and belowground biomass. We measured traits in a grassland experiment manipulating nitrogen fertilisation, plant species richness, foliar fungal pathogen removal and sown functional composition (slow vs. fast species). We fitted structural equation models to test the importance of abundance and intraspecific shifts in determining 1) responses of functional composition to treatments and 2) effects on above and belowground biomass.

 
3.    We found that species intraspecific shifts were as important as abundance shifts in determining change in functional composition (community weighted mean trait values), and even had large effects compared to substantial initial variation in sown trait composition. Intraspecific trait shifts resulted in convergence towards intermediate SLA in diverse communities; although convergence was reduced by nitrogen addition and enhanced by pathogen removal. In contrast, large intraspecific shifts in LDMC were not influenced by the treatments. However, despite large responses, intraspecific trait shifts had no effect on above or belowground biomass. Only interspecific trait variation affected functioning: belowground biomass was reduced by SLA and increased by LDMC, while aboveground biomass was increased by SLA. 

4.    Our results add to a growing body of literature showing large species intraspecific trait variation and emphasise the importance of using field sampled data to determine community functional composition. However, they also show that intraspecific variation does not necessarily affect ecosystem functioning and therefore response-effect trait relationships may differ between vs. within species.

Some details on calculations are in the ReadMe file. However, for full details on data collection see the asoociated publication.

Please see the ReadMe file for a description of the three datasets included and meta data on the variables.