Evidence map›Paper›PMID 41632799›Full record

ArticlePloS one2026

Recovery-induced tipping in Stommel's kicked ocean box model.

Peter Kelly, Xinyi Leng, Pascal Cogan, Albert Jing, Katherine Meyer

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Peter KellyDepartment of Mathematics and Statistics, Carleton College, Northfield, Minnesota, United States of America.
Xinyi LengDepartment of Mathematics and Statistics, Carleton College, Northfield, Minnesota, United States of America.
Pascal CoganDepartment of Mathematics and Statistics, Carleton College, Northfield, Minnesota, United States of America.
Albert JingDepartment of Mathematics and Statistics, Carleton College, Northfield, Minnesota, United States of America.
Katherine MeyerDepartment of Mathematics and Statistics, Carleton College, Northfield, Minnesota, United States of America.ORCID https://orcid.org/0000-0001-8234-1922

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Models, TheoreticalOceans and SeasWater MovementsFresh WaterSalinitySeawater

Identifiers

PMID41632799
PMCPMC12867227

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.