Articles | Volume 32, issue 4
https://doi.org/10.5194/npg-32-383-2025
https://doi.org/10.5194/npg-32-383-2025
Research article
 | 
20 Oct 2025
Research article |  | 20 Oct 2025

Assessing AMOC stability using a Bayesian nested time-dependent autoregressive model

Luc Hallali, Eirik Myrvoll-Nilsen, and Christian L. E. Franzke

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Bayesian analysis of early warning signals using a time-dependent model
Eirik Myrvoll-Nilsen, Luc Hallali, and Martin Rypdal
Earth Syst. Dynam., 16, 1539–1556, https://doi.org/10.5194/esd-16-1539-2025,https://doi.org/10.5194/esd-16-1539-2025, 2025
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Cited articles

Andersen, K. K., Svensson, A., Johnsen, S. J., Rasmussen, S. O., Bigler, M., Röthlisberger, R., Ruth, U., Siggaard-Andersen, M.-L., Steffensen, J. P., Dahl-Jensen, D., Vinther, B. O., and Clausen, H. B.: The Greenland ice core chronology 2005, 15–42  ka. Part 1: constructing the time scale, Quaternary Sci. Rev., 25, 3246–3257, 2006. a, b
Boers, N.: Early-warning signals for Dansgaard–Oeschger events in a high-resolution ice core record, Nat. Commun., 9, 2556, 2018. a, b, c, d
Boers, N.: Observation-based early-warning signals for a collapse of the Atlantic Meridional Overturning Circulation, Nat. Clim. Change, 11, 680–688, 2021. a, b, c, d, e, f, g
Boers, N., Ghil, M., and Rousseau, D.-D.: Ocean circulation, ice shelf, and sea ice interactions explain Dansgaard–Oeschger cycles, P. Natl. Acad. Sci. USA 115, E11005–E11014, 2018. a
Boettner, C. and Boers, N.: Critical slowing down in dynamical systems driven by nonstationary correlated noise, Phys. Rev. Res., 4, 013230, https://doi.org/10.1103/PhysRevResearch.4.013230, 2022. a, b
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Short summary
We present an alternative statistical methodology to detect whether the Atlantic Ocean’s circulation system is approaching a tipping point. Our approach separates natural variability from real early warning signals of tipping, reducing false alarms. When applied to a proxy of the Atlantic Ocean’s circulation strength, we find significant signs that the system is undergoing destabilization, suggesting that it may be approaching a tipping point, which could have major impacts on global climate patterns.
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