Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world
Proxy climate records, such as those derived from tree rings, are necessary to extend relatively short instrumental meteorological observations into the past. Tierra del Fuego is the most austral territory with forests in the world, situated close to the Antarctic Peninsula, which makes this region...
Published in: | Climate Dynamics |
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Main Authors: | , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
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Springer
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Online Access: | http://hdl.handle.net/11336/203074 |
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author | Matskovsky, Vladimir Roig Junent, Fidel Alejandro Fuentes, Mauricio Korneva, Irina Araneo, Diego Christian Linderholm, Hans W. Aravena, Juan Carlos |
author_facet | Matskovsky, Vladimir Roig Junent, Fidel Alejandro Fuentes, Mauricio Korneva, Irina Araneo, Diego Christian Linderholm, Hans W. Aravena, Juan Carlos |
author_sort | Matskovsky, Vladimir |
collection | CONICET Digital (Consejo Nacional de Investigaciones Científicas y Técnicas) |
container_issue | 5-6 |
container_start_page | 1635 |
container_title | Climate Dynamics |
container_volume | 60 |
description | Proxy climate records, such as those derived from tree rings, are necessary to extend relatively short instrumental meteorological observations into the past. Tierra del Fuego is the most austral territory with forests in the world, situated close to the Antarctic Peninsula, which makes this region especially interesting for paleoclimatic research. However, high-quality, high-resolution summer temperature reconstruction are lacking in the region. In this study we used 63 tree-ring width chronologies of Nothofagus pumilio and Nothofagus betuloides and partial least squares regression (PLSR) to produce annually resolved December-to-February temperature reconstruction. The resulting reconstruction extends back to AD 1765 and explains 37–50% of instrumental temperature variability. We found that observed summer temperature variability in Tierra del Fuego is primarily driven by the fluctuations of atmospheric pressure systems both in the South Atlantic and South Pacific, while it is insignificantly correlated to major hemispheric modes: El Niño–Southern Oscillation and Southern Annular Mode. This fact makes our reconstruction important for climate modelling experiments, as it represents specific regional variability. Our reconstruction can be used for direct comparison with model outputs to better understand model limitations or to tune a model. The reconstruction can contribute to larger scale reconstructions based on paleoclimatic data assimilation. Moreover, we showed that PLSR has improved performance over principal component regression (PCR) in the case of multiple tree-ring predictors. According to these results, PLSR may be a preferable method over PCR for the use in automated tree-ring based reconstruction approaches, akin widely used point-by-point regression. Fil: Matskovsky, Vladimir. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de ... |
format | Article in Journal/Newspaper |
genre | Antarc* Antarctic Antarctic Peninsula Tierra del Fuego |
genre_facet | Antarc* Antarctic Antarctic Peninsula Tierra del Fuego |
geographic | Antarctic Antarctic Peninsula Argentino Austral Pacific The Antarctic |
geographic_facet | Antarctic Antarctic Peninsula Argentino Austral Pacific The Antarctic |
id | ftconicet:oai:ri.conicet.gov.ar:11336/203074 |
institution | Open Polar |
language | English |
op_collection_id | ftconicet |
op_container_end_page | 1649 |
op_doi | https://doi.org/10.1007/s00382-022-06384-0 |
op_relation | info:eu-repo/semantics/altIdentifier/url/https://link.springer.com/article/10.1007/s00382-022-06384-0 info:eu-repo/semantics/altIdentifier/doi/10.1007/s00382-022-06384-0 http://hdl.handle.net/11336/203074 Matskovsky, Vladimir; Roig Junent, Fidel Alejandro; Fuentes, Mauricio; Korneva, Irina; Araneo, Diego Christian; et al.; Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world; Springer; Climate Dynamics; 60; 5-6; 3-2023; 1635-1649 0930-7575 CONICET Digital CONICET |
op_rights | info:eu-repo/semantics/restrictedAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
publisher | Springer |
record_format | openpolar |
spelling | ftconicet:oai:ri.conicet.gov.ar:11336/203074 2025-01-16T19:38:48+00:00 Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world Matskovsky, Vladimir Roig Junent, Fidel Alejandro Fuentes, Mauricio Korneva, Irina Araneo, Diego Christian Linderholm, Hans W. Aravena, Juan Carlos application/pdf http://hdl.handle.net/11336/203074 eng eng Springer info:eu-repo/semantics/altIdentifier/url/https://link.springer.com/article/10.1007/s00382-022-06384-0 info:eu-repo/semantics/altIdentifier/doi/10.1007/s00382-022-06384-0 http://hdl.handle.net/11336/203074 Matskovsky, Vladimir; Roig Junent, Fidel Alejandro; Fuentes, Mauricio; Korneva, Irina; Araneo, Diego Christian; et al.; Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world; Springer; Climate Dynamics; 60; 5-6; 3-2023; 1635-1649 0930-7575 CONICET Digital CONICET info:eu-repo/semantics/restrictedAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ DENDROCLIMATOLOGY NOTHOFAGUS BETULOIDES NOTHOFAGUS PUMILIO PARTIAL LEAST SQUARES REGRESSION PRINCIPAL COMPONENT REGRESSION SOUTHERN ATLANTIC SOUTHERN HEMISPHERE https://purl.org/becyt/ford/1.5 https://purl.org/becyt/ford/1 info:eu-repo/semantics/article info:ar-repo/semantics/artículo info:eu-repo/semantics/publishedVersion ftconicet https://doi.org/10.1007/s00382-022-06384-0 2023-09-24T19:46:53Z Proxy climate records, such as those derived from tree rings, are necessary to extend relatively short instrumental meteorological observations into the past. Tierra del Fuego is the most austral territory with forests in the world, situated close to the Antarctic Peninsula, which makes this region especially interesting for paleoclimatic research. However, high-quality, high-resolution summer temperature reconstruction are lacking in the region. In this study we used 63 tree-ring width chronologies of Nothofagus pumilio and Nothofagus betuloides and partial least squares regression (PLSR) to produce annually resolved December-to-February temperature reconstruction. The resulting reconstruction extends back to AD 1765 and explains 37–50% of instrumental temperature variability. We found that observed summer temperature variability in Tierra del Fuego is primarily driven by the fluctuations of atmospheric pressure systems both in the South Atlantic and South Pacific, while it is insignificantly correlated to major hemispheric modes: El Niño–Southern Oscillation and Southern Annular Mode. This fact makes our reconstruction important for climate modelling experiments, as it represents specific regional variability. Our reconstruction can be used for direct comparison with model outputs to better understand model limitations or to tune a model. The reconstruction can contribute to larger scale reconstructions based on paleoclimatic data assimilation. Moreover, we showed that PLSR has improved performance over principal component regression (PCR) in the case of multiple tree-ring predictors. According to these results, PLSR may be a preferable method over PCR for the use in automated tree-ring based reconstruction approaches, akin widely used point-by-point regression. Fil: Matskovsky, Vladimir. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza. Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales. Provincia de Mendoza. Instituto Argentino de ... Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Tierra del Fuego CONICET Digital (Consejo Nacional de Investigaciones Científicas y Técnicas) Antarctic Antarctic Peninsula Argentino Austral Pacific The Antarctic Climate Dynamics 60 5-6 1635 1649 |
spellingShingle | DENDROCLIMATOLOGY NOTHOFAGUS BETULOIDES NOTHOFAGUS PUMILIO PARTIAL LEAST SQUARES REGRESSION PRINCIPAL COMPONENT REGRESSION SOUTHERN ATLANTIC SOUTHERN HEMISPHERE https://purl.org/becyt/ford/1.5 https://purl.org/becyt/ford/1 Matskovsky, Vladimir Roig Junent, Fidel Alejandro Fuentes, Mauricio Korneva, Irina Araneo, Diego Christian Linderholm, Hans W. Aravena, Juan Carlos Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world |
title | Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world |
title_full | Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world |
title_fullStr | Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world |
title_full_unstemmed | Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world |
title_short | Summer temperature changes in Tierra del Fuego since AD 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world |
title_sort | summer temperature changes in tierra del fuego since ad 1765: atmospheric drivers and tree-ring reconstruction from the southernmost forests of the world |
topic | DENDROCLIMATOLOGY NOTHOFAGUS BETULOIDES NOTHOFAGUS PUMILIO PARTIAL LEAST SQUARES REGRESSION PRINCIPAL COMPONENT REGRESSION SOUTHERN ATLANTIC SOUTHERN HEMISPHERE https://purl.org/becyt/ford/1.5 https://purl.org/becyt/ford/1 |
topic_facet | DENDROCLIMATOLOGY NOTHOFAGUS BETULOIDES NOTHOFAGUS PUMILIO PARTIAL LEAST SQUARES REGRESSION PRINCIPAL COMPONENT REGRESSION SOUTHERN ATLANTIC SOUTHERN HEMISPHERE https://purl.org/becyt/ford/1.5 https://purl.org/becyt/ford/1 |
url | http://hdl.handle.net/11336/203074 |