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The step-like evolution of Arctic open water
September open water fraction in the Arctic is analyzed using the satellite era record of ice concentration (1979–2017). Evidence is presented that three breakpoints (shifts in the mean) occurred in the Pacific sector, with higher amounts of open water starting in 1989, 2002, and 2007. Breakpoints i...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6237816/ https://www.ncbi.nlm.nih.gov/pubmed/30442979 http://dx.doi.org/10.1038/s41598-018-35064-5 |
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author | Goldstein, Michael A. Lynch, Amanda H. Zsom, Andras Arbetter, Todd Chang, Andres Fetterer, Florence |
author_facet | Goldstein, Michael A. Lynch, Amanda H. Zsom, Andras Arbetter, Todd Chang, Andres Fetterer, Florence |
author_sort | Goldstein, Michael A. |
collection | PubMed |
description | September open water fraction in the Arctic is analyzed using the satellite era record of ice concentration (1979–2017). Evidence is presented that three breakpoints (shifts in the mean) occurred in the Pacific sector, with higher amounts of open water starting in 1989, 2002, and 2007. Breakpoints in the Atlantic sector record of open water are evident in 1971 in longer records, and around 2000 and 2011. Multiple breakpoints are also evident in the Canadian and Russian halves. Statistical models that use detected breakpoints of the Pacific and Atlantic sectors, as well as models with breakpoints in the Canadian and Russian halves and the Arctic as a whole, outperform linear trend models in fitting the data. From a physical standpoint, the results support the thesis that Arctic sea ice may have critical points beyond which a return to the previous state is less likely. From an analysis standpoint, the findings imply that de-meaning the data using the breakpoint means is less likely to cause spurious signals than employing a linear detrend. |
format | Online Article Text |
id | pubmed-6237816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-62378162018-11-23 The step-like evolution of Arctic open water Goldstein, Michael A. Lynch, Amanda H. Zsom, Andras Arbetter, Todd Chang, Andres Fetterer, Florence Sci Rep Article September open water fraction in the Arctic is analyzed using the satellite era record of ice concentration (1979–2017). Evidence is presented that three breakpoints (shifts in the mean) occurred in the Pacific sector, with higher amounts of open water starting in 1989, 2002, and 2007. Breakpoints in the Atlantic sector record of open water are evident in 1971 in longer records, and around 2000 and 2011. Multiple breakpoints are also evident in the Canadian and Russian halves. Statistical models that use detected breakpoints of the Pacific and Atlantic sectors, as well as models with breakpoints in the Canadian and Russian halves and the Arctic as a whole, outperform linear trend models in fitting the data. From a physical standpoint, the results support the thesis that Arctic sea ice may have critical points beyond which a return to the previous state is less likely. From an analysis standpoint, the findings imply that de-meaning the data using the breakpoint means is less likely to cause spurious signals than employing a linear detrend. Nature Publishing Group UK 2018-11-15 /pmc/articles/PMC6237816/ /pubmed/30442979 http://dx.doi.org/10.1038/s41598-018-35064-5 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Goldstein, Michael A. Lynch, Amanda H. Zsom, Andras Arbetter, Todd Chang, Andres Fetterer, Florence The step-like evolution of Arctic open water |
title | The step-like evolution of Arctic open water |
title_full | The step-like evolution of Arctic open water |
title_fullStr | The step-like evolution of Arctic open water |
title_full_unstemmed | The step-like evolution of Arctic open water |
title_short | The step-like evolution of Arctic open water |
title_sort | step-like evolution of arctic open water |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6237816/ https://www.ncbi.nlm.nih.gov/pubmed/30442979 http://dx.doi.org/10.1038/s41598-018-35064-5 |
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