Welcome to the Early Warning Signals Toolbox for learning how understanding patterns can be used to quantify resilience based on dynamical system’s theory.

Here, you can find methods for estimating statistical changes in time series and spatial datasets that can be used for the timely identification of critical transitions in complex systems ranging from ecosystems and climate to neural cells and financial markets.

This toolbox is an on-going project!