Visual representation of the four models EWSNet was trained (A) and their associated outcome in empirical time series (B). In panel A, the shaded region represents the period of transition with hatched lines indicate the new system trajectory. In panel B balls represent the position of the system of interest in a one dimensional stability landscape.