Objective extraction and analysis of statistical features of Dansgaard–Oeschger events

The strongest mode of centennial to millennial climate variability in the paleoclimatic record is represented by Dansgaard–Oeschger (DO) cycles. Despite decades of research, their dynamics and physical mechanisms remain poorly understood. Valuable insights can be obtained by studying high-resolution...

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Published in:Climate of the Past
Main Authors: Lohmann, Johannes, Ditlevsen, Peter D.
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2019
Subjects:
Online Access:https://doi.org/10.5194/cp-15-1771-2019
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spelling ftnonlinearchiv:oai:noa.gwlb.de:cop_mods_00040509 2023-05-15T16:00:03+02:00 Objective extraction and analysis of statistical features of Dansgaard–Oeschger events Lohmann, Johannes Ditlevsen, Peter D. 2019-09 electronic https://doi.org/10.5194/cp-15-1771-2019 https://noa.gwlb.de/receive/cop_mods_00040509 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00040132/cp-15-1771-2019.pdf https://cp.copernicus.org/articles/15/1771/2019/cp-15-1771-2019.pdf eng eng Copernicus Publications Climate of the Past -- http://www.copernicus.org/EGU/cp/cp/published_papers.html -- http://www.bibliothek.uni-regensburg.de/ezeit/?2217985 -- 1814-9332 https://doi.org/10.5194/cp-15-1771-2019 https://noa.gwlb.de/receive/cop_mods_00040509 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00040132/cp-15-1771-2019.pdf https://cp.copernicus.org/articles/15/1771/2019/cp-15-1771-2019.pdf https://creativecommons.org/licenses/by/4.0/ uneingeschränkt info:eu-repo/semantics/openAccess CC-BY article Verlagsveröffentlichung article Text doc-type:article 2019 ftnonlinearchiv https://doi.org/10.5194/cp-15-1771-2019 2022-02-08T22:42:04Z The strongest mode of centennial to millennial climate variability in the paleoclimatic record is represented by Dansgaard–Oeschger (DO) cycles. Despite decades of research, their dynamics and physical mechanisms remain poorly understood. Valuable insights can be obtained by studying high-resolution Greenland ice core proxies, such as the NGRIP δ18O record. However, conventional statistical analysis is complicated by the high noise level, the cause of which is partly due to glaciological effects unrelated to climate and which is furthermore changing over time. We remove the high-frequency noise and extract the most robust features of the DO cycles, such as rapid warming and interstadial cooling rates, by fitting a consistent piecewise linear model to Greenland ice core records. With statistical hypothesis tests we aim to obtain an empirical understanding of what controls the amplitudes and durations of the DO cycles. To this end, we investigate distributions and correlations between different features, as well as modulations in time by external climate factors, such as CO2 and insolation. Our analysis suggests different mechanisms underlying warming and cooling transitions due to contrasting distributions and external influences of the stadial and interstadial durations, as well as the fact that the interstadial durations can be predicted to some degree by linear cooling rates already shortly after interstadial onset. Article in Journal/Newspaper Dansgaard-Oeschger events Greenland Greenland ice core ice core NGRIP Niedersächsisches Online-Archiv NOA Greenland Climate of the Past 15 5 1771 1792
institution Open Polar
collection Niedersächsisches Online-Archiv NOA
op_collection_id ftnonlinearchiv
language English
topic article
Verlagsveröffentlichung
spellingShingle article
Verlagsveröffentlichung
Lohmann, Johannes
Ditlevsen, Peter D.
Objective extraction and analysis of statistical features of Dansgaard–Oeschger events
topic_facet article
Verlagsveröffentlichung
description The strongest mode of centennial to millennial climate variability in the paleoclimatic record is represented by Dansgaard–Oeschger (DO) cycles. Despite decades of research, their dynamics and physical mechanisms remain poorly understood. Valuable insights can be obtained by studying high-resolution Greenland ice core proxies, such as the NGRIP δ18O record. However, conventional statistical analysis is complicated by the high noise level, the cause of which is partly due to glaciological effects unrelated to climate and which is furthermore changing over time. We remove the high-frequency noise and extract the most robust features of the DO cycles, such as rapid warming and interstadial cooling rates, by fitting a consistent piecewise linear model to Greenland ice core records. With statistical hypothesis tests we aim to obtain an empirical understanding of what controls the amplitudes and durations of the DO cycles. To this end, we investigate distributions and correlations between different features, as well as modulations in time by external climate factors, such as CO2 and insolation. Our analysis suggests different mechanisms underlying warming and cooling transitions due to contrasting distributions and external influences of the stadial and interstadial durations, as well as the fact that the interstadial durations can be predicted to some degree by linear cooling rates already shortly after interstadial onset.
format Article in Journal/Newspaper
author Lohmann, Johannes
Ditlevsen, Peter D.
author_facet Lohmann, Johannes
Ditlevsen, Peter D.
author_sort Lohmann, Johannes
title Objective extraction and analysis of statistical features of Dansgaard–Oeschger events
title_short Objective extraction and analysis of statistical features of Dansgaard–Oeschger events
title_full Objective extraction and analysis of statistical features of Dansgaard–Oeschger events
title_fullStr Objective extraction and analysis of statistical features of Dansgaard–Oeschger events
title_full_unstemmed Objective extraction and analysis of statistical features of Dansgaard–Oeschger events
title_sort objective extraction and analysis of statistical features of dansgaard–oeschger events
publisher Copernicus Publications
publishDate 2019
url https://doi.org/10.5194/cp-15-1771-2019
https://noa.gwlb.de/receive/cop_mods_00040509
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00040132/cp-15-1771-2019.pdf
https://cp.copernicus.org/articles/15/1771/2019/cp-15-1771-2019.pdf
geographic Greenland
geographic_facet Greenland
genre Dansgaard-Oeschger events
Greenland
Greenland ice core
ice core
NGRIP
genre_facet Dansgaard-Oeschger events
Greenland
Greenland ice core
ice core
NGRIP
op_relation Climate of the Past -- http://www.copernicus.org/EGU/cp/cp/published_papers.html -- http://www.bibliothek.uni-regensburg.de/ezeit/?2217985 -- 1814-9332
https://doi.org/10.5194/cp-15-1771-2019
https://noa.gwlb.de/receive/cop_mods_00040509
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00040132/cp-15-1771-2019.pdf
https://cp.copernicus.org/articles/15/1771/2019/cp-15-1771-2019.pdf
op_rights https://creativecommons.org/licenses/by/4.0/
uneingeschränkt
info:eu-repo/semantics/openAccess
op_rightsnorm CC-BY
op_doi https://doi.org/10.5194/cp-15-1771-2019
container_title Climate of the Past
container_volume 15
container_issue 5
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