The rate of drought-induced tree mortality has been observed to increase across the world, and is expected to continue to increase dramatically as temperatures (and evaporative demand) rise. Increased drought stress, however, will not lead to mortality everywhere, and in situ monitoring of this heterogeneous process is cumbersome and expensive. Predicting where droughts will lead to tree...