Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe

Central European weather and climate is closely related to atmospheric mass advection triggered by the North Atlantic Oscillation (NAO) which is a relevant index for quantifying natural variability on multi-annual time scales. It remains unclear, though, how large-scale circulation variability affec...

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Main Authors: Böhnisch, Andrea, Ludwig, Ralf, Leduc, Martin
Format: Text
Language:English
Published: 2019
Subjects:
Online Access:https://doi.org/10.5194/esd-2019-58
https://esd.copernicus.org/preprints/esd-2019-58/
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spelling ftcopernicus:oai:publications.copernicus.org:esdd80420 2023-05-15T17:31:21+02:00 Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe Böhnisch, Andrea Ludwig, Ralf Leduc, Martin 2019-10-02 application/pdf https://doi.org/10.5194/esd-2019-58 https://esd.copernicus.org/preprints/esd-2019-58/ eng eng doi:10.5194/esd-2019-58 https://esd.copernicus.org/preprints/esd-2019-58/ eISSN: 2190-4987 Text 2019 ftcopernicus https://doi.org/10.5194/esd-2019-58 2020-07-20T16:22:37Z Central European weather and climate is closely related to atmospheric mass advection triggered by the North Atlantic Oscillation (NAO) which is a relevant index for quantifying natural variability on multi-annual time scales. It remains unclear, though, how large-scale circulation variability affects local climate characteristics when downscaled using a regional climate model. In this study, 50 members of a single-model initial-condition large ensemble (LE) ( http://www.climex-project.org/ ) are analyzed for a climate–NAO relationship, especially its inter-member spread and its transfer from the driving model CanESM2 into the driven model CRCM5. The NAO pressure dipole is quantified in the CanESM2-LE by an extended station-based index; responses of mean surface air temperature and total precipitation to changes in the index value are determined for a Central European domain (CEUR) in both the CanESM2-LE and CRCM5-LE. NAO–response relationships are expressed via Pearson correlation coefficients (strength) and the change per unit index change for historical (1981–2010) and future (2070–2099) winters. Results show that (a) statistically robust NAO patterns are found in the CanESM2-LE under current forcing conditions and (b) impulses from the NAO in the CanESM2-LE produce correct responses in the high-resolution CRCM5-LE. Relationships weaken in the future period, but the amplitude of their inter-member spread shows no significant change. Among others, the results strengthen the validity of the climate module in the ClimEx model chain for further impact modelling and stress the importance of single-model ensembles for evaluating internal variability. Text North Atlantic North Atlantic oscillation Copernicus Publications: E-Journals
institution Open Polar
collection Copernicus Publications: E-Journals
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language English
description Central European weather and climate is closely related to atmospheric mass advection triggered by the North Atlantic Oscillation (NAO) which is a relevant index for quantifying natural variability on multi-annual time scales. It remains unclear, though, how large-scale circulation variability affects local climate characteristics when downscaled using a regional climate model. In this study, 50 members of a single-model initial-condition large ensemble (LE) ( http://www.climex-project.org/ ) are analyzed for a climate–NAO relationship, especially its inter-member spread and its transfer from the driving model CanESM2 into the driven model CRCM5. The NAO pressure dipole is quantified in the CanESM2-LE by an extended station-based index; responses of mean surface air temperature and total precipitation to changes in the index value are determined for a Central European domain (CEUR) in both the CanESM2-LE and CRCM5-LE. NAO–response relationships are expressed via Pearson correlation coefficients (strength) and the change per unit index change for historical (1981–2010) and future (2070–2099) winters. Results show that (a) statistically robust NAO patterns are found in the CanESM2-LE under current forcing conditions and (b) impulses from the NAO in the CanESM2-LE produce correct responses in the high-resolution CRCM5-LE. Relationships weaken in the future period, but the amplitude of their inter-member spread shows no significant change. Among others, the results strengthen the validity of the climate module in the ClimEx model chain for further impact modelling and stress the importance of single-model ensembles for evaluating internal variability.
format Text
author Böhnisch, Andrea
Ludwig, Ralf
Leduc, Martin
spellingShingle Böhnisch, Andrea
Ludwig, Ralf
Leduc, Martin
Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe
author_facet Böhnisch, Andrea
Ludwig, Ralf
Leduc, Martin
author_sort Böhnisch, Andrea
title Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe
title_short Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe
title_full Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe
title_fullStr Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe
title_full_unstemmed Using a nested single-model large ensemble to assess the internal variability of the North Atlantic Oscillation and its climatic implications for Central Europe
title_sort using a nested single-model large ensemble to assess the internal variability of the north atlantic oscillation and its climatic implications for central europe
publishDate 2019
url https://doi.org/10.5194/esd-2019-58
https://esd.copernicus.org/preprints/esd-2019-58/
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source eISSN: 2190-4987
op_relation doi:10.5194/esd-2019-58
https://esd.copernicus.org/preprints/esd-2019-58/
op_doi https://doi.org/10.5194/esd-2019-58
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