Climate entropy production recorded in a deep Antarctic ice core

Paleoclimate records are extremely rich sources of information about the past history of the Earth system. Information theory, the branch of mathematics capable of quantifying the degree to which the present is informed by the past, provides a new means for studying these records. Here, we demonstra...

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Main Authors: Garland, Joshua, Jones, Tyler R., Bradley, Elizabeth, Neuder, Michael, White, James W. C.
Format: Report
Language:unknown
Published: arXiv 2018
Subjects:
Online Access:https://dx.doi.org/10.48550/arxiv.1806.10936
https://arxiv.org/abs/1806.10936
id ftdatacite:10.48550/arxiv.1806.10936
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spelling ftdatacite:10.48550/arxiv.1806.10936 2023-05-15T13:40:32+02:00 Climate entropy production recorded in a deep Antarctic ice core Garland, Joshua Jones, Tyler R. Bradley, Elizabeth Neuder, Michael White, James W. C. 2018 https://dx.doi.org/10.48550/arxiv.1806.10936 https://arxiv.org/abs/1806.10936 unknown arXiv arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ Geophysics physics.geo-ph Data Analysis, Statistics and Probability physics.data-an FOS Physical sciences Preprint Article article CreativeWork 2018 ftdatacite https://doi.org/10.48550/arxiv.1806.10936 2022-04-01T09:35:19Z Paleoclimate records are extremely rich sources of information about the past history of the Earth system. Information theory, the branch of mathematics capable of quantifying the degree to which the present is informed by the past, provides a new means for studying these records. Here, we demonstrate that estimates of the Shannon entropy rate of the water-isotope data from the West Antarctica Ice Sheet (WAIS) Divide ice core, calculated using weighted permutation entropy (WPE), can bring out valuable new information from this record. We find that WPE correlates with accumulation, reveals possible signatures of geothermal heating at the base of the core, and clearly brings out laboratory and data-processing effects that are difficult to see in the raw data. For example, the signatures of Dansgaard-Oeschger events in the information record are small, suggesting that these abrupt warming events may not represent significant changes in the climate system dynamics. While the potential power of information theory in paleoclimatology problems is significant, the associated methods require careful handling and well-dated, high-resolution data. The WAIS Divide ice core is the first such record that can support this kind of analysis. As more high-resolution records become available, information theory will likely become a common forensic tool in climate science. : 15 pages, 7 figures, 1 table Report Antarc* Antarctic Antarctica Dansgaard-Oeschger events ice core Ice Sheet West Antarctica DataCite Metadata Store (German National Library of Science and Technology) Antarctic West Antarctica
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Geophysics physics.geo-ph
Data Analysis, Statistics and Probability physics.data-an
FOS Physical sciences
spellingShingle Geophysics physics.geo-ph
Data Analysis, Statistics and Probability physics.data-an
FOS Physical sciences
Garland, Joshua
Jones, Tyler R.
Bradley, Elizabeth
Neuder, Michael
White, James W. C.
Climate entropy production recorded in a deep Antarctic ice core
topic_facet Geophysics physics.geo-ph
Data Analysis, Statistics and Probability physics.data-an
FOS Physical sciences
description Paleoclimate records are extremely rich sources of information about the past history of the Earth system. Information theory, the branch of mathematics capable of quantifying the degree to which the present is informed by the past, provides a new means for studying these records. Here, we demonstrate that estimates of the Shannon entropy rate of the water-isotope data from the West Antarctica Ice Sheet (WAIS) Divide ice core, calculated using weighted permutation entropy (WPE), can bring out valuable new information from this record. We find that WPE correlates with accumulation, reveals possible signatures of geothermal heating at the base of the core, and clearly brings out laboratory and data-processing effects that are difficult to see in the raw data. For example, the signatures of Dansgaard-Oeschger events in the information record are small, suggesting that these abrupt warming events may not represent significant changes in the climate system dynamics. While the potential power of information theory in paleoclimatology problems is significant, the associated methods require careful handling and well-dated, high-resolution data. The WAIS Divide ice core is the first such record that can support this kind of analysis. As more high-resolution records become available, information theory will likely become a common forensic tool in climate science. : 15 pages, 7 figures, 1 table
format Report
author Garland, Joshua
Jones, Tyler R.
Bradley, Elizabeth
Neuder, Michael
White, James W. C.
author_facet Garland, Joshua
Jones, Tyler R.
Bradley, Elizabeth
Neuder, Michael
White, James W. C.
author_sort Garland, Joshua
title Climate entropy production recorded in a deep Antarctic ice core
title_short Climate entropy production recorded in a deep Antarctic ice core
title_full Climate entropy production recorded in a deep Antarctic ice core
title_fullStr Climate entropy production recorded in a deep Antarctic ice core
title_full_unstemmed Climate entropy production recorded in a deep Antarctic ice core
title_sort climate entropy production recorded in a deep antarctic ice core
publisher arXiv
publishDate 2018
url https://dx.doi.org/10.48550/arxiv.1806.10936
https://arxiv.org/abs/1806.10936
geographic Antarctic
West Antarctica
geographic_facet Antarctic
West Antarctica
genre Antarc*
Antarctic
Antarctica
Dansgaard-Oeschger events
ice core
Ice Sheet
West Antarctica
genre_facet Antarc*
Antarctic
Antarctica
Dansgaard-Oeschger events
ice core
Ice Sheet
West Antarctica
op_rights arXiv.org perpetual, non-exclusive license
http://arxiv.org/licenses/nonexclusive-distrib/1.0/
op_doi https://doi.org/10.48550/arxiv.1806.10936
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