Climate tipping as a noisy bifurcation: a predictive technique

John M. T. Thompson, Jan Sieber

Research output: Contribution to journalArticle

40 Citations (Scopus)

Abstract

It is often known, from modelling studies, that a certain mode of climate tipping (of the oceanic thermohaline circulation, for example) is governed by an underlying fold bifurcation. For such a case, we present a scheme of analysis that determines the best stochastic fit to the existing data. This provides the evolution rate of the effective control parameter, the variation of the stability coefficient and the path itself and its tipping point. By assessing the actual effective level of noise in the available time series, we are then able to make probability estimates of the time of tipping. This new technique is applied, first, to the output of a computer simulation for the end of greenhouse Earth about 34 million years ago when the climate tipped from a tropical state into an icehouse state with ice caps. Second, we use the algorithms to give probabilistic tipping estimates for the end of the most recent glaciation of the Earth using actual geological ice-core data.
Original languageEnglish
Pages (from-to)27-46
Number of pages20
JournalIMA Journal of Applied Mathematics
Volume76
Issue number1
Early online date13 Dec 2010
DOIs
Publication statusPublished - Feb 2011

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Keywords

  • climate tipping
  • slow passage through saddle-node bifurcation
  • time series analysis

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