The new ExaSheds project represents the first systematic effort to advance powerful machine learning and Exascale computing to transform the ability to predict watershed behavior and increase the use of ever-larger and more-complex data obtained from watershed field observations. https://eesa.lbl.gov/exasheds-advancing-watershed-system-understanding-through-exascale-simulation-and-machine-learning/