How traits determine species responses to environmental gradients

The role traits play in species distributions is central to developing a mechanistic and predictive plant ecology. Developments in generalized linear mixed models described by Jamil etal. in this issue provide a significant step in this endeavour. Trait-based GLMMs are intuitive parametric models for exploring and predicting the distribution of species along environmental gradients, as affected by species traits.