Aim Climate change will likely modify the global distribution of biomes, but magnitude is debated. Here, we followed a trait-based, statistical approach to model influence climate on biomes. Location Global. Methods We predicted plant community mean specific leaf area (SLA), height and wood density as function soil characteristics using an ensemble models. Then, probability occurrence biomes th...