222 streamflow stations used to explore streamflow changes after the Maule earthquake. Physics-based modeling and machine learning to quantify streamflow changes and their controls. Excess discharge >1.1 km3, the largest volume of excess discharge after an earthquake. Enhanced vertical permeability as the dominant mechanism for the observed streamflow anomalies.