Causal feedbacks in climate change

The statistical association between temperature and greenhouse gases over glacial cycles is well documented1, but causality behind this correlation remains difficult to extract directly from the data. A time lag of CO2 behind Antarctic temperature—originally thought to hint at a driving role for tem...

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Published in:Nature Climate Change
Main Authors: van Nes, E., Scheffer, M., Brovkin, V., Lenton, T., Ye, H., Deyle, E., Sugihara, G.
Format: Article in Journal/Newspaper
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/11858/00-001M-0000-0026-A264-F
http://hdl.handle.net/11858/00-001M-0000-0026-A26B-1
http://hdl.handle.net/11858/00-001M-0000-0026-A26C-0
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spelling ftpubman:oai:pure.mpg.de:item_2125321 2023-08-27T04:05:17+02:00 Causal feedbacks in climate change van Nes, E. Scheffer, M. Brovkin, V. Lenton, T. Ye, H. Deyle, E. Sugihara, G. 2015-05 application/pdf http://hdl.handle.net/11858/00-001M-0000-0026-A264-F http://hdl.handle.net/11858/00-001M-0000-0026-A26B-1 http://hdl.handle.net/11858/00-001M-0000-0026-A26C-0 eng eng info:eu-repo/semantics/altIdentifier/doi/10.1038/NCLIMATE2568 http://hdl.handle.net/11858/00-001M-0000-0026-A264-F http://hdl.handle.net/11858/00-001M-0000-0026-A26B-1 http://hdl.handle.net/11858/00-001M-0000-0026-A26C-0 Nature Climate Change info:eu-repo/semantics/article 2015 ftpubman https://doi.org/10.1038/NCLIMATE2568 2023-08-02T01:13:09Z The statistical association between temperature and greenhouse gases over glacial cycles is well documented1, but causality behind this correlation remains difficult to extract directly from the data. A time lag of CO2 behind Antarctic temperature—originally thought to hint at a driving role for temperature2, 3—is absent4, 5 at the last deglaciation, but recently confirmed at the last ice age inception6 and the end of the earlier termination II (ref. 7). We show that such variable time lags are typical for complex nonlinear systems such as the climate, prohibiting straightforward use of correlation lags to infer causation. However, an insight from dynamical systems theory8 now allows us to circumvent the classical challenges of unravelling causation from multivariate time series. We build on this insight to demonstrate directly from ice-core data that, over glacial–interglacial timescales, climate dynamics are largely driven by internal Earth system mechanisms, including a marked positive feedback effect from temperature variability on greenhouse-gas concentrations. Article in Journal/Newspaper Antarc* Antarctic ice core Max Planck Society: MPG.PuRe Antarctic Nature Climate Change 5 5 445 448
institution Open Polar
collection Max Planck Society: MPG.PuRe
op_collection_id ftpubman
language English
description The statistical association between temperature and greenhouse gases over glacial cycles is well documented1, but causality behind this correlation remains difficult to extract directly from the data. A time lag of CO2 behind Antarctic temperature—originally thought to hint at a driving role for temperature2, 3—is absent4, 5 at the last deglaciation, but recently confirmed at the last ice age inception6 and the end of the earlier termination II (ref. 7). We show that such variable time lags are typical for complex nonlinear systems such as the climate, prohibiting straightforward use of correlation lags to infer causation. However, an insight from dynamical systems theory8 now allows us to circumvent the classical challenges of unravelling causation from multivariate time series. We build on this insight to demonstrate directly from ice-core data that, over glacial–interglacial timescales, climate dynamics are largely driven by internal Earth system mechanisms, including a marked positive feedback effect from temperature variability on greenhouse-gas concentrations.
format Article in Journal/Newspaper
author van Nes, E.
Scheffer, M.
Brovkin, V.
Lenton, T.
Ye, H.
Deyle, E.
Sugihara, G.
spellingShingle van Nes, E.
Scheffer, M.
Brovkin, V.
Lenton, T.
Ye, H.
Deyle, E.
Sugihara, G.
Causal feedbacks in climate change
author_facet van Nes, E.
Scheffer, M.
Brovkin, V.
Lenton, T.
Ye, H.
Deyle, E.
Sugihara, G.
author_sort van Nes, E.
title Causal feedbacks in climate change
title_short Causal feedbacks in climate change
title_full Causal feedbacks in climate change
title_fullStr Causal feedbacks in climate change
title_full_unstemmed Causal feedbacks in climate change
title_sort causal feedbacks in climate change
publishDate 2015
url http://hdl.handle.net/11858/00-001M-0000-0026-A264-F
http://hdl.handle.net/11858/00-001M-0000-0026-A26B-1
http://hdl.handle.net/11858/00-001M-0000-0026-A26C-0
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
ice core
genre_facet Antarc*
Antarctic
ice core
op_source Nature Climate Change
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1038/NCLIMATE2568
http://hdl.handle.net/11858/00-001M-0000-0026-A264-F
http://hdl.handle.net/11858/00-001M-0000-0026-A26B-1
http://hdl.handle.net/11858/00-001M-0000-0026-A26C-0
op_doi https://doi.org/10.1038/NCLIMATE2568
container_title Nature Climate Change
container_volume 5
container_issue 5
container_start_page 445
op_container_end_page 448
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