A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data

A stochastic Duffing-type oscillator model, i.e noise-driven motion with inertia in a potential landscape, is considered for glacial millennial-scale climate transitions. The potential and noise parameters are estimated from a Greenland ice-core record using a nonlinear Kalman filter. For the period...

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Published in:Nonlinear Processes in Geophysics
Main Authors: F. Kwasniok, G. Lohmann
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2012
Subjects:
Q
Online Access:https://doi.org/10.5194/npg-19-595-2012
https://doaj.org/article/72621f573b7f4be1bf2876bbf6d9c2e6
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spelling ftdoajarticles:oai:doaj.org/article:72621f573b7f4be1bf2876bbf6d9c2e6 2023-05-15T16:28:24+02:00 A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data F. Kwasniok G. Lohmann 2012-11-01T00:00:00Z https://doi.org/10.5194/npg-19-595-2012 https://doaj.org/article/72621f573b7f4be1bf2876bbf6d9c2e6 EN eng Copernicus Publications http://www.nonlin-processes-geophys.net/19/595/2012/npg-19-595-2012.pdf https://doaj.org/toc/1023-5809 https://doaj.org/toc/1607-7946 doi:10.5194/npg-19-595-2012 1023-5809 1607-7946 https://doaj.org/article/72621f573b7f4be1bf2876bbf6d9c2e6 Nonlinear Processes in Geophysics, Vol 19, Iss 6, Pp 595-603 (2012) Science Q Physics QC1-999 Geophysics. Cosmic physics QC801-809 article 2012 ftdoajarticles https://doi.org/10.5194/npg-19-595-2012 2022-12-31T13:21:56Z A stochastic Duffing-type oscillator model, i.e noise-driven motion with inertia in a potential landscape, is considered for glacial millennial-scale climate transitions. The potential and noise parameters are estimated from a Greenland ice-core record using a nonlinear Kalman filter. For the period from 60 to 20 ky before present, a bistable potential with a deep well corresponding to a cold stadial state and a shallow well corresponding to a warm interstadial state is found. The system is in the strongly dissipative regime and can be very well approximated by an effective one-dimensional Langevin equation. Article in Journal/Newspaper Greenland Greenland ice core ice core Directory of Open Access Journals: DOAJ Articles Greenland Nonlinear Processes in Geophysics 19 6 595 603
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Science
Q
Physics
QC1-999
Geophysics. Cosmic physics
QC801-809
spellingShingle Science
Q
Physics
QC1-999
Geophysics. Cosmic physics
QC801-809
F. Kwasniok
G. Lohmann
A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data
topic_facet Science
Q
Physics
QC1-999
Geophysics. Cosmic physics
QC801-809
description A stochastic Duffing-type oscillator model, i.e noise-driven motion with inertia in a potential landscape, is considered for glacial millennial-scale climate transitions. The potential and noise parameters are estimated from a Greenland ice-core record using a nonlinear Kalman filter. For the period from 60 to 20 ky before present, a bistable potential with a deep well corresponding to a cold stadial state and a shallow well corresponding to a warm interstadial state is found. The system is in the strongly dissipative regime and can be very well approximated by an effective one-dimensional Langevin equation.
format Article in Journal/Newspaper
author F. Kwasniok
G. Lohmann
author_facet F. Kwasniok
G. Lohmann
author_sort F. Kwasniok
title A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data
title_short A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data
title_full A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data
title_fullStr A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data
title_full_unstemmed A stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data
title_sort stochastic nonlinear oscillator model for glacial millennial-scale climate transitions derived from ice-core data
publisher Copernicus Publications
publishDate 2012
url https://doi.org/10.5194/npg-19-595-2012
https://doaj.org/article/72621f573b7f4be1bf2876bbf6d9c2e6
geographic Greenland
geographic_facet Greenland
genre Greenland
Greenland ice core
ice core
genre_facet Greenland
Greenland ice core
ice core
op_source Nonlinear Processes in Geophysics, Vol 19, Iss 6, Pp 595-603 (2012)
op_relation http://www.nonlin-processes-geophys.net/19/595/2012/npg-19-595-2012.pdf
https://doaj.org/toc/1023-5809
https://doaj.org/toc/1607-7946
doi:10.5194/npg-19-595-2012
1023-5809
1607-7946
https://doaj.org/article/72621f573b7f4be1bf2876bbf6d9c2e6
op_doi https://doi.org/10.5194/npg-19-595-2012
container_title Nonlinear Processes in Geophysics
container_volume 19
container_issue 6
container_start_page 595
op_container_end_page 603
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