Former Harvard Forest student Raphael Contamin and Harvard Forest Senior Ecologist Aaron Ellison analyzed the classic lake model of Steve Carpenter and William Brock to determine how much advance warning indicators of regime shifts provide to managers interested in preventing dramatic ecosystem changes. Their analysis suggests that an indicator based on the high-frequency signal in the spectral density of the