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...

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Published in:Climate Dynamics
Main Authors: Matskovsky, Vladimir, Roig Junent, Fidel Alejandro, Fuentes, Mauricio, Korneva, Irina, Araneo, Diego Christian, Linderholm, Hans W., Aravena, Juan Carlos
Format: Article in Journal/Newspaper
Language:English
Published: Springer
Subjects:
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
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op_doi https://doi.org/10.1007/s00382-022-06384-0
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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
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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