Determine the prevalence of rate-induced tipping in state-of-the-art climate models

Determine how prevalent rate-induced tipping is in state-of-the-art climate models, including models of the Atlantic Meridional Overturning Circulation and Antarctic ice-sheet tipping.

Background

Rate-induced tipping occurs when a system fails to track a changing non-equilibrium steady state and tips before the bifurcation at which the present-day state loses stability. The paper notes that this mechanism can arise in several climate-relevant settings, including AMOC box models and Antarctic ice-sheet models.

Although rate-induced tipping has been demonstrated in coarse-resolution AMOC models and evidence exists for it in Antarctic ice-sheet tipping, its prevalence across state-of-the-art climate models remains unresolved. Establishing its frequency is important for assessing whether early-warning signals based on equilibrium bifurcations can reliably anticipate climate transitions.

References

How prevalent it is in state-of-the-art models remains to be seen.

Predicting tipping points: The many shades of non-equilibrium and catch-22s of early-warning  (2609.10378 - Lohmann, 9 Sep 2026) in Section 2.2, “Five shades of non-equilibrium”

While this indicates the risk of crossing irreversible TPs, it is uncertain whether the simulated transitions are true bifurcations, and thus whether there should be generic precursors (EWS) that would allow for a data-driven anticipation of TPs.