Potential analysis reveals changing number of climate states during the last 60 kyr
We develop and apply a new statistical method of potential analysis for detecting the number of states of a geophysical system, from its recorded time series. Estimation of the degree of a polynomial potential allows us to derive the number of potential wells in a system. The method correctly detect...
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ftuniveastangl:oai:ueaeprints.uea.ac.uk:20357 2023-05-15T16:27:15+02:00 Potential analysis reveals changing number of climate states during the last 60 kyr Livina, VN Kwasniok, F Lenton, TM 2010-02-17 https://ueaeprints.uea.ac.uk/id/eprint/20357/ https://doi.org/10.5194/cp-6-77-2010 unknown Livina, VN, Kwasniok, F and Lenton, TM (2010) Potential analysis reveals changing number of climate states during the last 60 kyr. Climate of the Past, 6 (1). pp. 77-82. ISSN 1814-9332 doi:10.5194/cp-6-77-2010 Article PeerReviewed 2010 ftuniveastangl https://doi.org/10.5194/cp-6-77-2010 2023-01-30T21:24:50Z We develop and apply a new statistical method of potential analysis for detecting the number of states of a geophysical system, from its recorded time series. Estimation of the degree of a polynomial potential allows us to derive the number of potential wells in a system. The method correctly detects changes in the number of wells in artificial data. In ice-core proxy records of Greenland paleotemperature, a reduction in the number of climate states from two to one is detected sometime prior to the last glacial maximum (LGM), 23-19 kyr BP. This result is also found in analysis of Greenland Ca data. The bifurcation can be interpreted as loss of stability of the warm interstadial state of the Dansgaard-Oeschger (DO) events. The proposed method can be applied to a wide range of geophysical time series exhibiting bifurcations. Article in Journal/Newspaper Greenland ice core University of East Anglia: UEA Digital Repository Greenland Climate of the Past 6 1 77 82 |
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Open Polar |
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University of East Anglia: UEA Digital Repository |
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ftuniveastangl |
language |
unknown |
description |
We develop and apply a new statistical method of potential analysis for detecting the number of states of a geophysical system, from its recorded time series. Estimation of the degree of a polynomial potential allows us to derive the number of potential wells in a system. The method correctly detects changes in the number of wells in artificial data. In ice-core proxy records of Greenland paleotemperature, a reduction in the number of climate states from two to one is detected sometime prior to the last glacial maximum (LGM), 23-19 kyr BP. This result is also found in analysis of Greenland Ca data. The bifurcation can be interpreted as loss of stability of the warm interstadial state of the Dansgaard-Oeschger (DO) events. The proposed method can be applied to a wide range of geophysical time series exhibiting bifurcations. |
format |
Article in Journal/Newspaper |
author |
Livina, VN Kwasniok, F Lenton, TM |
spellingShingle |
Livina, VN Kwasniok, F Lenton, TM Potential analysis reveals changing number of climate states during the last 60 kyr |
author_facet |
Livina, VN Kwasniok, F Lenton, TM |
author_sort |
Livina, VN |
title |
Potential analysis reveals changing number of climate states during the last 60 kyr |
title_short |
Potential analysis reveals changing number of climate states during the last 60 kyr |
title_full |
Potential analysis reveals changing number of climate states during the last 60 kyr |
title_fullStr |
Potential analysis reveals changing number of climate states during the last 60 kyr |
title_full_unstemmed |
Potential analysis reveals changing number of climate states during the last 60 kyr |
title_sort |
potential analysis reveals changing number of climate states during the last 60 kyr |
publishDate |
2010 |
url |
https://ueaeprints.uea.ac.uk/id/eprint/20357/ https://doi.org/10.5194/cp-6-77-2010 |
geographic |
Greenland |
geographic_facet |
Greenland |
genre |
Greenland ice core |
genre_facet |
Greenland ice core |
op_relation |
Livina, VN, Kwasniok, F and Lenton, TM (2010) Potential analysis reveals changing number of climate states during the last 60 kyr. Climate of the Past, 6 (1). pp. 77-82. ISSN 1814-9332 doi:10.5194/cp-6-77-2010 |
op_doi |
https://doi.org/10.5194/cp-6-77-2010 |
container_title |
Climate of the Past |
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6 |
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1 |
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77 |
op_container_end_page |
82 |
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1766016364915458048 |