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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Published in:Climate of the Past
Main Authors: Livina, VN, Kwasniok, F, Lenton, TM
Format: Article in Journal/Newspaper
Language:unknown
Published: 2010
Subjects:
Online Access:https://ueaeprints.uea.ac.uk/id/eprint/20357/
https://doi.org/10.5194/cp-6-77-2010
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spelling 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
institution Open Polar
collection University of East Anglia: UEA Digital Repository
op_collection_id 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
container_volume 6
container_issue 1
container_start_page 77
op_container_end_page 82
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