Results/Conclusions The latitudinal gradient in vascular biodiversity is remarkably weak south of 50 degrees N. Furthermore, the gradient is highly modified by elevation, spatial grain, and other factors. Exotic plant diversity may peak at intermediate latitudes. The species-latitude relationship differs from the genus- and family-latitude relationships. Future research, in collaboration with the EPSCoR Ecological Forecasting Project, will assess whether climatic or energetic factors are stronger predictors of diversity than are purely geographic factors.