Collection of some Early Warning Signals / Resilience Indicators / Regime Shift Identifiers / Transition Identifiers #67
Labels
design
Library wide design discussion
enhancement
New feature or request
help wanted
Extra attention is needed
EDIT: These algorithms will live in https://github.com/JuliaDynamics/TransitionIdentifiers.jl
In the near future we'll be adding a module in DynamicalSystems.jl about functionality related to "early warning signals, resilience indicators, tipping indicators, precurson signals, quantities that identify regime shifts" and similar functionality that is typically used in tipping points analysis. The plan is to have both timeseries analysis tools, but also dynamical-system-based tools (similarly to how you can compute a lyapunov exponent from a dynamical system / ODE with
lyapunov
or use a reconstructed signal and get the exponent from data withlyapunov_from_data
).The purpose of this Issue is to collect existing functionality online and in the current literature, and serve both as a starting point, but also as an indicator of what new research directions are useful to be pursued in the future.
(will be editing frequently this issue to add more stuff)
Methodologies/Methods/Quantities
Existing code bases
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