Record-breaking statistics detect islands of cooling in a sea of warming

Record-breaking statistics are combined here with a geographic mode of exploration to introduce a record-breaking map. We examine time series of sea surface temperature (SST) values and show that high SST records have been broken far more frequently than the expected rate for a trend-free random var...

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Published in:Atmospheric Chemistry and Physics
Main Authors: Sena, Elisa T., Koren, Ilan, Altaratz, Orit, Kostinski, Alexander B.
Format: Text
Language:English
Published: 2022
Subjects:
Online Access:https://doi.org/10.5194/acp-22-16111-2022
https://acp.copernicus.org/articles/22/16111/2022/
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spelling ftcopernicus:oai:publications.copernicus.org:acp102858 2023-05-15T17:33:40+02:00 Record-breaking statistics detect islands of cooling in a sea of warming Sena, Elisa T. Koren, Ilan Altaratz, Orit Kostinski, Alexander B. 2022-12-22 application/pdf https://doi.org/10.5194/acp-22-16111-2022 https://acp.copernicus.org/articles/22/16111/2022/ eng eng doi:10.5194/acp-22-16111-2022 https://acp.copernicus.org/articles/22/16111/2022/ eISSN: 1680-7324 Text 2022 ftcopernicus https://doi.org/10.5194/acp-22-16111-2022 2022-12-26T17:22:42Z Record-breaking statistics are combined here with a geographic mode of exploration to introduce a record-breaking map. We examine time series of sea surface temperature (SST) values and show that high SST records have been broken far more frequently than the expected rate for a trend-free random variable (TFRV) over the vast majority of oceans (83 % of the grid cells). This, together with the asymmetry between high and low records and their deviation from a TFRV, indicates SST warming over most oceans, obtained using a distribution-independent, robust, and simple-to-use method. The spatial patterns of this warming are coherent and reveal islands of cooling, such as the “cold blob” in the North Atlantic and a surprising elliptical area in the Southern Ocean, near the Ross Sea gyre, not previously reported. The method was also applied to evaluate a global climate model (GCM), which reproduced the observed records during the study period. The distribution of records from the GCM pre-industrial (PI) control run samples was similar to the one from a TFRV, suggesting that the contribution of a suitably constrained internal variability to the observed record-breaking trends is negligible. Future forecasts show striking SST trends, with even more frequent high records and less frequent low records. Text North Atlantic Ross Sea Southern Ocean Copernicus Publications: E-Journals Ross Sea Southern Ocean Atmospheric Chemistry and Physics 22 24 16111 16122
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collection Copernicus Publications: E-Journals
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language English
description Record-breaking statistics are combined here with a geographic mode of exploration to introduce a record-breaking map. We examine time series of sea surface temperature (SST) values and show that high SST records have been broken far more frequently than the expected rate for a trend-free random variable (TFRV) over the vast majority of oceans (83 % of the grid cells). This, together with the asymmetry between high and low records and their deviation from a TFRV, indicates SST warming over most oceans, obtained using a distribution-independent, robust, and simple-to-use method. The spatial patterns of this warming are coherent and reveal islands of cooling, such as the “cold blob” in the North Atlantic and a surprising elliptical area in the Southern Ocean, near the Ross Sea gyre, not previously reported. The method was also applied to evaluate a global climate model (GCM), which reproduced the observed records during the study period. The distribution of records from the GCM pre-industrial (PI) control run samples was similar to the one from a TFRV, suggesting that the contribution of a suitably constrained internal variability to the observed record-breaking trends is negligible. Future forecasts show striking SST trends, with even more frequent high records and less frequent low records.
format Text
author Sena, Elisa T.
Koren, Ilan
Altaratz, Orit
Kostinski, Alexander B.
spellingShingle Sena, Elisa T.
Koren, Ilan
Altaratz, Orit
Kostinski, Alexander B.
Record-breaking statistics detect islands of cooling in a sea of warming
author_facet Sena, Elisa T.
Koren, Ilan
Altaratz, Orit
Kostinski, Alexander B.
author_sort Sena, Elisa T.
title Record-breaking statistics detect islands of cooling in a sea of warming
title_short Record-breaking statistics detect islands of cooling in a sea of warming
title_full Record-breaking statistics detect islands of cooling in a sea of warming
title_fullStr Record-breaking statistics detect islands of cooling in a sea of warming
title_full_unstemmed Record-breaking statistics detect islands of cooling in a sea of warming
title_sort record-breaking statistics detect islands of cooling in a sea of warming
publishDate 2022
url https://doi.org/10.5194/acp-22-16111-2022
https://acp.copernicus.org/articles/22/16111/2022/
geographic Ross Sea
Southern Ocean
geographic_facet Ross Sea
Southern Ocean
genre North Atlantic
Ross Sea
Southern Ocean
genre_facet North Atlantic
Ross Sea
Southern Ocean
op_source eISSN: 1680-7324
op_relation doi:10.5194/acp-22-16111-2022
https://acp.copernicus.org/articles/22/16111/2022/
op_doi https://doi.org/10.5194/acp-22-16111-2022
container_title Atmospheric Chemistry and Physics
container_volume 22
container_issue 24
container_start_page 16111
op_container_end_page 16122
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