Loading…

Mixed mode oscillations in a conceptual climate model

Much work has been done on relaxation oscillations and other simple oscillators in conceptual climate models. However, the oscillatory patterns in climate data are often more complicated than what can be described by such mechanisms. This paper examines complex oscillatory behavior in climate data t...

Full description

Saved in:
Bibliographic Details
Published in:Physica. D 2015-02, Vol.292-293, p.70-83
Main Authors: Roberts, Andrew, Widiasih, Esther, Wechselberger, Martin, Jones, Christopher K.R.T.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c336t-998d03ad70fdbd0d2d0815d4eecf2b8f35a47fab176a07663d68f2f06e4552b23
cites cdi_FETCH-LOGICAL-c336t-998d03ad70fdbd0d2d0815d4eecf2b8f35a47fab176a07663d68f2f06e4552b23
container_end_page 83
container_issue
container_start_page 70
container_title Physica. D
container_volume 292-293
creator Roberts, Andrew
Widiasih, Esther
Wechselberger, Martin
Jones, Christopher K.R.T.
description Much work has been done on relaxation oscillations and other simple oscillators in conceptual climate models. However, the oscillatory patterns in climate data are often more complicated than what can be described by such mechanisms. This paper examines complex oscillatory behavior in climate data through the lens of mixed-mode oscillations. As a case study, a conceptual climate model with governing equations for global mean temperature, atmospheric carbon, and oceanic carbon is analyzed. The nondimensionalized model is a fast/slow system with one fast variable (corresponding to ice volume) and two slow variables (corresponding to the two carbon stores). Geometric singular perturbation theory is used to demonstrate the existence of a folded node singularity. A parameter regime is found in which (singular) trajectories that pass through the folded node are returned to the singular funnel in the limiting case where ϵ=0. In this parameter regime, the model has a stable periodic orbit of type 1s for some s>0. To our knowledge, it is the first conceptual climate model demonstrated to have the capability to produce an MMO pattern. •A conceptual model for Pleistocene glacial cycles is developed.•The model is analyzed using geometric methods for multiple time-scale systems.•For certain parameters the model exhibits mixed-mode oscillations.
doi_str_mv 10.1016/j.physd.2014.11.003
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1669845306</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0167278914002188</els_id><sourcerecordid>1669845306</sourcerecordid><originalsourceid>FETCH-LOGICAL-c336t-998d03ad70fdbd0d2d0815d4eecf2b8f35a47fab176a07663d68f2f06e4552b23</originalsourceid><addsrcrecordid>eNp9kD1PwzAURS0EEqXwC1gysiQ824ntDAyo4ksqYoHZcuxn4SqtQ5wi-u9xW2amt5z7dO8h5JpCRYGK21U1fO6SqxjQuqK0AuAnZEaVZKUCxk7JLFOyZFK15-QipRUAUMnljDSv4QddsY4Oi5hs6HszhbhJRdgUprBxY3GYtqYvbB_WZsID2V-SM2_6hFd_d04-Hh_eF8_l8u3pZXG_LC3nYirbVjngxknwrnPgmANFG1cjWs865XljaulNR6UwIIXgTijPPAism4Z1jM_JzfHvMMavLaZJr0OymEtuMG6TpkK0qm44iIzyI2rHmNKIXg9jbjzuNAW9l6RX-iBJ7yVpSnWWlFN3xxTmFd8BR50dYB7twoh20i6Gf_O_40dwyg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1669845306</pqid></control><display><type>article</type><title>Mixed mode oscillations in a conceptual climate model</title><source>ScienceDirect Freedom Collection</source><creator>Roberts, Andrew ; Widiasih, Esther ; Wechselberger, Martin ; Jones, Christopher K.R.T.</creator><creatorcontrib>Roberts, Andrew ; Widiasih, Esther ; Wechselberger, Martin ; Jones, Christopher K.R.T.</creatorcontrib><description>Much work has been done on relaxation oscillations and other simple oscillators in conceptual climate models. However, the oscillatory patterns in climate data are often more complicated than what can be described by such mechanisms. This paper examines complex oscillatory behavior in climate data through the lens of mixed-mode oscillations. As a case study, a conceptual climate model with governing equations for global mean temperature, atmospheric carbon, and oceanic carbon is analyzed. The nondimensionalized model is a fast/slow system with one fast variable (corresponding to ice volume) and two slow variables (corresponding to the two carbon stores). Geometric singular perturbation theory is used to demonstrate the existence of a folded node singularity. A parameter regime is found in which (singular) trajectories that pass through the folded node are returned to the singular funnel in the limiting case where ϵ=0. In this parameter regime, the model has a stable periodic orbit of type 1s for some s&gt;0. To our knowledge, it is the first conceptual climate model demonstrated to have the capability to produce an MMO pattern. •A conceptual model for Pleistocene glacial cycles is developed.•The model is analyzed using geometric methods for multiple time-scale systems.•For certain parameters the model exhibits mixed-mode oscillations.</description><identifier>ISSN: 0167-2789</identifier><identifier>EISSN: 1872-8022</identifier><identifier>DOI: 10.1016/j.physd.2014.11.003</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Atmospherics ; Carbon ; Climate ; Climate models ; Fast/slow ; Folded node ; Glacial cycle ; Mathematical models ; Mixed-mode oscillations ; MMO ; Oscillations ; Oscillators ; Paleoclimate ; Relaxation oscillations ; Stores</subject><ispartof>Physica. D, 2015-02, Vol.292-293, p.70-83</ispartof><rights>2014 Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c336t-998d03ad70fdbd0d2d0815d4eecf2b8f35a47fab176a07663d68f2f06e4552b23</citedby><cites>FETCH-LOGICAL-c336t-998d03ad70fdbd0d2d0815d4eecf2b8f35a47fab176a07663d68f2f06e4552b23</cites><orcidid>0000-0001-8870-5432</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27900,27901</link.rule.ids></links><search><creatorcontrib>Roberts, Andrew</creatorcontrib><creatorcontrib>Widiasih, Esther</creatorcontrib><creatorcontrib>Wechselberger, Martin</creatorcontrib><creatorcontrib>Jones, Christopher K.R.T.</creatorcontrib><title>Mixed mode oscillations in a conceptual climate model</title><title>Physica. D</title><description>Much work has been done on relaxation oscillations and other simple oscillators in conceptual climate models. However, the oscillatory patterns in climate data are often more complicated than what can be described by such mechanisms. This paper examines complex oscillatory behavior in climate data through the lens of mixed-mode oscillations. As a case study, a conceptual climate model with governing equations for global mean temperature, atmospheric carbon, and oceanic carbon is analyzed. The nondimensionalized model is a fast/slow system with one fast variable (corresponding to ice volume) and two slow variables (corresponding to the two carbon stores). Geometric singular perturbation theory is used to demonstrate the existence of a folded node singularity. A parameter regime is found in which (singular) trajectories that pass through the folded node are returned to the singular funnel in the limiting case where ϵ=0. In this parameter regime, the model has a stable periodic orbit of type 1s for some s&gt;0. To our knowledge, it is the first conceptual climate model demonstrated to have the capability to produce an MMO pattern. •A conceptual model for Pleistocene glacial cycles is developed.•The model is analyzed using geometric methods for multiple time-scale systems.•For certain parameters the model exhibits mixed-mode oscillations.</description><subject>Atmospherics</subject><subject>Carbon</subject><subject>Climate</subject><subject>Climate models</subject><subject>Fast/slow</subject><subject>Folded node</subject><subject>Glacial cycle</subject><subject>Mathematical models</subject><subject>Mixed-mode oscillations</subject><subject>MMO</subject><subject>Oscillations</subject><subject>Oscillators</subject><subject>Paleoclimate</subject><subject>Relaxation oscillations</subject><subject>Stores</subject><issn>0167-2789</issn><issn>1872-8022</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNp9kD1PwzAURS0EEqXwC1gysiQ824ntDAyo4ksqYoHZcuxn4SqtQ5wi-u9xW2amt5z7dO8h5JpCRYGK21U1fO6SqxjQuqK0AuAnZEaVZKUCxk7JLFOyZFK15-QipRUAUMnljDSv4QddsY4Oi5hs6HszhbhJRdgUprBxY3GYtqYvbB_WZsID2V-SM2_6hFd_d04-Hh_eF8_l8u3pZXG_LC3nYirbVjngxknwrnPgmANFG1cjWs865XljaulNR6UwIIXgTijPPAism4Z1jM_JzfHvMMavLaZJr0OymEtuMG6TpkK0qm44iIzyI2rHmNKIXg9jbjzuNAW9l6RX-iBJ7yVpSnWWlFN3xxTmFd8BR50dYB7twoh20i6Gf_O_40dwyg</recordid><startdate>20150201</startdate><enddate>20150201</enddate><creator>Roberts, Andrew</creator><creator>Widiasih, Esther</creator><creator>Wechselberger, Martin</creator><creator>Jones, Christopher K.R.T.</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-8870-5432</orcidid></search><sort><creationdate>20150201</creationdate><title>Mixed mode oscillations in a conceptual climate model</title><author>Roberts, Andrew ; Widiasih, Esther ; Wechselberger, Martin ; Jones, Christopher K.R.T.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c336t-998d03ad70fdbd0d2d0815d4eecf2b8f35a47fab176a07663d68f2f06e4552b23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Atmospherics</topic><topic>Carbon</topic><topic>Climate</topic><topic>Climate models</topic><topic>Fast/slow</topic><topic>Folded node</topic><topic>Glacial cycle</topic><topic>Mathematical models</topic><topic>Mixed-mode oscillations</topic><topic>MMO</topic><topic>Oscillations</topic><topic>Oscillators</topic><topic>Paleoclimate</topic><topic>Relaxation oscillations</topic><topic>Stores</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Roberts, Andrew</creatorcontrib><creatorcontrib>Widiasih, Esther</creatorcontrib><creatorcontrib>Wechselberger, Martin</creatorcontrib><creatorcontrib>Jones, Christopher K.R.T.</creatorcontrib><collection>CrossRef</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Physica. D</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Roberts, Andrew</au><au>Widiasih, Esther</au><au>Wechselberger, Martin</au><au>Jones, Christopher K.R.T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mixed mode oscillations in a conceptual climate model</atitle><jtitle>Physica. D</jtitle><date>2015-02-01</date><risdate>2015</risdate><volume>292-293</volume><spage>70</spage><epage>83</epage><pages>70-83</pages><issn>0167-2789</issn><eissn>1872-8022</eissn><abstract>Much work has been done on relaxation oscillations and other simple oscillators in conceptual climate models. However, the oscillatory patterns in climate data are often more complicated than what can be described by such mechanisms. This paper examines complex oscillatory behavior in climate data through the lens of mixed-mode oscillations. As a case study, a conceptual climate model with governing equations for global mean temperature, atmospheric carbon, and oceanic carbon is analyzed. The nondimensionalized model is a fast/slow system with one fast variable (corresponding to ice volume) and two slow variables (corresponding to the two carbon stores). Geometric singular perturbation theory is used to demonstrate the existence of a folded node singularity. A parameter regime is found in which (singular) trajectories that pass through the folded node are returned to the singular funnel in the limiting case where ϵ=0. In this parameter regime, the model has a stable periodic orbit of type 1s for some s&gt;0. To our knowledge, it is the first conceptual climate model demonstrated to have the capability to produce an MMO pattern. •A conceptual model for Pleistocene glacial cycles is developed.•The model is analyzed using geometric methods for multiple time-scale systems.•For certain parameters the model exhibits mixed-mode oscillations.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.physd.2014.11.003</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0001-8870-5432</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0167-2789
ispartof Physica. D, 2015-02, Vol.292-293, p.70-83
issn 0167-2789
1872-8022
language eng
recordid cdi_proquest_miscellaneous_1669845306
source ScienceDirect Freedom Collection
subjects Atmospherics
Carbon
Climate
Climate models
Fast/slow
Folded node
Glacial cycle
Mathematical models
Mixed-mode oscillations
MMO
Oscillations
Oscillators
Paleoclimate
Relaxation oscillations
Stores
title Mixed mode oscillations in a conceptual climate model
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-24T07%3A33%3A08IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Mixed%20mode%20oscillations%20in%20a%20conceptual%20climate%20model&rft.jtitle=Physica.%20D&rft.au=Roberts,%20Andrew&rft.date=2015-02-01&rft.volume=292-293&rft.spage=70&rft.epage=83&rft.pages=70-83&rft.issn=0167-2789&rft.eissn=1872-8022&rft_id=info:doi/10.1016/j.physd.2014.11.003&rft_dat=%3Cproquest_cross%3E1669845306%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c336t-998d03ad70fdbd0d2d0815d4eecf2b8f35a47fab176a07663d68f2f06e4552b23%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1669845306&rft_id=info:pmid/&rfr_iscdi=true