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Climate changed abruptly at tipping points in past

Statistical method more accurately determines whether jumps in ice core data significant or merely noise.

Date:
November 16, 2021
Source:
American Institute of Physics
Summary:
Climate scientists identify abrupt transitions in climate records that may have been caused by the climate system crossing a tipping point. They devised a statistical method to determine whether these transitions are simply noise or evidence of a more significant change. Their method is less error-prone than previous methods, since it doesn't rely on human determination. It also allows comparing different records consistently and can identify important events that may have been overlooked in older studies.
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Abrupt changes in ice core samples and other records indicate dramatic changes in climate occurred at certain points in the past.

In Chaos, by AIP Publishing, climate scientists identify abrupt transitions in climate records that may have been caused by the climate system crossing a tipping point. This happens when self-reinforcing feedbacks in a system push it away from a stable state, leading to dramatic change.

Identifying these events in the Earth's past is critical to understanding the tipping points likely to be encountered this century as a warming climate destabilizes the Earth's physical systems and ecosystems.

The researchers from CNRS (France), UCLA, and Columbia University devised a statistical method to determine whether transitions seen in climate records such as ice cores are simply noise or evidence of a more significant change. This has typically been done by visual inspection, a process that is time-consuming and subjective.

Their method is less error-prone, since it doesn't rely on human determination of whether a jump is a significant transition. It allows comparing different records consistently and can identify important events that may have been overlooked in older studies.

An augmented Kolmogorov-Smirnov (KS) test, a statistical technique named after its original authors, provided an alternative approach to recurrence analysis. The KS test has been successfully applied to other inherently noisy systems, such as finance and signal processing.

The method compares two samples taken before and after the potential transition point to test whether they come from the same continuous distribution. If they don't, the transition point is identified as a significant abrupt change indicative of a true climactic shift.

"We applied our method to two paleoclimate records of the last climate cycle, a Greenland ice core and a speleothem composite record from China," said author Witold Bagniewski.

Analysis of ice cores reveals that the ratio of two oxygen isotopes varies over time. This ratio depends on the local temperature at the time the ice formed, providing a measurement of the climate at that particular time.

Speleothems are mineral deposits in caves showing a similar pattern of isotope ratios varying as the climate changes.

"Many of the abrupt transitions in the Greenland ice core record correspond to shifts between a warmer climate, known as Greenland Interstadials (GIs), and a colder climate, the Greenland Stadials (GSs)," said Bagniewski.

The existence of these two climate states, GI and GS, is an example of a bistable climate system, in which two distinct states are both stable. The climate may jump abruptly from one to the other when crossing a tipping point.

"Our methodology is very effective in correctly detecting abrupt transitions in climate records," said Bagniewski. "Its wider application may help reconstruct the chronology of Earth's climatic events."


Story Source:

Materials provided by American Institute of Physics. Note: Content may be edited for style and length.


Journal Reference:

  1. W. Bagniewski, M. Ghil, D. D. Rousseau. Automatic detection of abrupt transitions in paleoclimate records. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2021; 31 (11): 113129 DOI: 10.1063/5.0062543

Cite This Page:

American Institute of Physics. "Climate changed abruptly at tipping points in past." ScienceDaily. ScienceDaily, 16 November 2021. <www.sciencedaily.com/releases/2021/11/211116111407.htm>.
American Institute of Physics. (2021, November 16). Climate changed abruptly at tipping points in past. ScienceDaily. Retrieved November 20, 2024 from www.sciencedaily.com/releases/2021/11/211116111407.htm
American Institute of Physics. "Climate changed abruptly at tipping points in past." ScienceDaily. www.sciencedaily.com/releases/2021/11/211116111407.htm (accessed November 20, 2024).

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