We applaud Powell et al.’s effort to rigorously show the current limitations in our capability to simulate vegetation responses to drought. Their study will serve as a starting point for future model improvement. Because drought impacts on vegetation are caused by multiple complex processes and their interactions, we need a coordinated international effort that integrates modeling, obser- vations, laboratory and field experiments to substantially improve the prediction accuracy of vegetation responses globally.