# Recovery-induced tipping in Stommel’s kicked ocean box model

**Authors:** Peter Kelly, Xinyi Leng, Pascal Cogan, Albert Jing, Katherine Meyer, Sandipan Mondal, Sandipan Mondal, Sandipan Mondal

PMC · DOI: 10.1371/journal.pone.0342171 · PLOS One · 2026-02-03

## TL;DR

This paper explores how ocean circulation can unexpectedly shift due to recovery periods between salinity disturbances in a simplified climate model.

## Contribution

The study reveals a new mechanism of recovery-induced tipping in ocean circulation models.

## Key findings

- Recovery-induced tipping is robust across various salinity kick sizes in the model.
- The tipping phenomenon arises from an attractor crossing a separatrix as recovery times change.
- Similar dynamics may occur in real-world systems and other models.

## Abstract

Ocean circulation, a key driver of global climate, is subject to recurrent disturbances including freshwater input from glacial melt. Stommel’s idealized two-box model predicts two distinct stable regimes of thermohaline ocean circulation and offers a conceptual framework in which to explore the effects of salinity perturbations. A study that superimposed discrete salinity kicks onto the flow of the otherwise continuous model revealed a counterintuitive phenomenon: extending the recovery period between salinity kicks caused a trajectory to tip into an alternative basin of attraction. Here we analyze the recovery-induced tipping phenomenon in Stommel’s kicked model across a broader swath of disturbance parameters, finding that the phenomenon is robust across a significant set of kick sizes. Furthermore, bifurcation analysis of flow-kick fixed points reveals that recovery-induced tipping stems from an alternative attractor migrating across an original separatrix as flow times vary. This migration also occurs in a continuous analog of salinity perturbation. Although the recovery times associated with seasonal or decadal freshwater influxes far exceed those associated with recovery-induced tipping, the qualitative dynamics we uncover in Stommel’s perturbed model alert us that similar phenomena may occur in other models and real-world systems.

## Full-text entities

- **Genes:** MAPT (microtubule associated protein tau) [NCBI Gene 4137] {aka DDPAC, FTD1, FTDP-17, MAPTL, MSTD, MTBT1}
- **Chemicals:** Br (MESH:D001966), water (MESH:D014867), Ice (MESH:D007053), Ar (MESH:D001128), Cr (MESH:D002857), PONE-D-25-36894 (-), salt (MESH:D012492)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12867227/full.md

## References

27 references — full list in the complete paper: https://tomesphere.com/paper/PMC12867227/full.md

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Source: https://tomesphere.com/paper/PMC12867227