Stochasticity and early warning signals of tipping points in complex systems
Vishwesha Guttal
Centre for Ecological Sciences
Indian Institute of Science (Bangalore), India
Abstract
Diverse complex systems can reach tipping points where they abruptly switch to a state with contrasting features. Such
transitions are also called regime shifts or critical transitions. In this talk, I will present how fairly simple mathematical
models of ecosystems, e.g. extensions of logistic population models, can help us to devise early warning signals of critical
transitions. I will then focus on our work on analysing large-scale remotely-sensed data of Savanna ecosystems and a
dryland ecosystem which provide evidence for these theories. We show while there is indeed empirical evidence for these
theories, stochasticity in real ecosystems can confound some interpretations. I will talk about our work on how spatial self-
organisation can offer insights on understanding critical points and regime shifts in ecosystems.