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Machine-learning prediction of tipping and collapse of the Atlantic Meridional Overturning Circulation
Feb. 26, 2024, 5:42 a.m. | Shirin Panahi, Ling-Wei Kong, Mohammadamin Moradi, Zheng-Meng Zhai, Bryan Glaz, Mulugeta Haile, Ying-Cheng Lai
cs.LG updates on arXiv.org arxiv.org
Abstract: Recent research on the Atlantic Meridional Overturning Circulation (AMOC) raised concern about its potential collapse through a tipping point due to the climate-change caused increase in the freshwater input into the North Atlantic. The predicted time window of collapse is centered about the middle of the century and the earliest possible start is approximately two years from now. More generally, anticipating a tipping point at which the system transitions from one stable steady state to …
abstract arxiv change climate cs.lg machine math.ds physics.ao-ph physics.data-an prediction research through tipping type
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