Sensitivity analysis of atmospheric low‐frequency variability

Abstract The sensitivity of the Pacific‐North‐American (PNA) pattern and the North‐Atlantic Oscillation (NAO) pattern to small perturbations is investigated using adjoint techniques. Analysis is perfomed on integrations of a quasi‐geostrophic (QG) model whose internal low‐frequency variability is re...

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Published in:Quarterly Journal of the Royal Meteorological Society
Main Authors: Corti, S., Palmer, T. N.
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 1997
Subjects:
Online Access:http://dx.doi.org/10.1002/qj.49712354413
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fqj.49712354413
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spelling crwiley:10.1002/qj.49712354413 2024-09-15T18:23:49+00:00 Sensitivity analysis of atmospheric low‐frequency variability Corti, S. Palmer, T. N. 1997 http://dx.doi.org/10.1002/qj.49712354413 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fqj.49712354413 https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/qj.49712354413 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor Quarterly Journal of the Royal Meteorological Society volume 123, issue 544, page 2425-2447 ISSN 0035-9009 1477-870X journal-article 1997 crwiley https://doi.org/10.1002/qj.49712354413 2024-06-25T04:14:45Z Abstract The sensitivity of the Pacific‐North‐American (PNA) pattern and the North‐Atlantic Oscillation (NAO) pattern to small perturbations is investigated using adjoint techniques. Analysis is perfomed on integrations of a quasi‐geostrophic (QG) model whose internal low‐frequency variability is realistic. Specifically, the sensitivity of the QG‐model PNA and NAO patterns have been made from a large set of five‐day integrations of the adjoint of the QG‐model, linearized about time‐varying basic‐state solutions of the model. the sensitivity perturbations are initially located well upstream of the pattern of low‐frequency variability and propagate downstream by wave dynamics, gaining energy through both barotropic and baroclinic processes. For the PNA pattern, it was found that variations in sensitivity were associated with fluctuations in the strength of the jet across the North Pacific. For the NAO pattern, it was found that fluctuations in sensitivity were correlated with the strength of the PNA pattern, the more sensitive NAO basic states having negative PNA index. This analysis has identified fairly distinct paths in phase space associated with predictable and unpredictable transitions, qualitatively similar to that found in the three‐component Lorenz model. Predictability of climate‐change problems is also investigated. the results from four different climate integrations in which an additional time‐invariant forcing is added to the model equations are presented. QG simulations show that the influence of a forcing proportional to the mean sensitivity pattern induces a stronger change in the probability distribution of the PNA pattern than an equivalent amplitude forcing which directly projects onto the PNA pattern itself. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Wiley Online Library Quarterly Journal of the Royal Meteorological Society 123 544 2425 2447
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract The sensitivity of the Pacific‐North‐American (PNA) pattern and the North‐Atlantic Oscillation (NAO) pattern to small perturbations is investigated using adjoint techniques. Analysis is perfomed on integrations of a quasi‐geostrophic (QG) model whose internal low‐frequency variability is realistic. Specifically, the sensitivity of the QG‐model PNA and NAO patterns have been made from a large set of five‐day integrations of the adjoint of the QG‐model, linearized about time‐varying basic‐state solutions of the model. the sensitivity perturbations are initially located well upstream of the pattern of low‐frequency variability and propagate downstream by wave dynamics, gaining energy through both barotropic and baroclinic processes. For the PNA pattern, it was found that variations in sensitivity were associated with fluctuations in the strength of the jet across the North Pacific. For the NAO pattern, it was found that fluctuations in sensitivity were correlated with the strength of the PNA pattern, the more sensitive NAO basic states having negative PNA index. This analysis has identified fairly distinct paths in phase space associated with predictable and unpredictable transitions, qualitatively similar to that found in the three‐component Lorenz model. Predictability of climate‐change problems is also investigated. the results from four different climate integrations in which an additional time‐invariant forcing is added to the model equations are presented. QG simulations show that the influence of a forcing proportional to the mean sensitivity pattern induces a stronger change in the probability distribution of the PNA pattern than an equivalent amplitude forcing which directly projects onto the PNA pattern itself.
format Article in Journal/Newspaper
author Corti, S.
Palmer, T. N.
spellingShingle Corti, S.
Palmer, T. N.
Sensitivity analysis of atmospheric low‐frequency variability
author_facet Corti, S.
Palmer, T. N.
author_sort Corti, S.
title Sensitivity analysis of atmospheric low‐frequency variability
title_short Sensitivity analysis of atmospheric low‐frequency variability
title_full Sensitivity analysis of atmospheric low‐frequency variability
title_fullStr Sensitivity analysis of atmospheric low‐frequency variability
title_full_unstemmed Sensitivity analysis of atmospheric low‐frequency variability
title_sort sensitivity analysis of atmospheric low‐frequency variability
publisher Wiley
publishDate 1997
url http://dx.doi.org/10.1002/qj.49712354413
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fqj.49712354413
https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/qj.49712354413
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source Quarterly Journal of the Royal Meteorological Society
volume 123, issue 544, page 2425-2447
ISSN 0035-9009 1477-870X
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1002/qj.49712354413
container_title Quarterly Journal of the Royal Meteorological Society
container_volume 123
container_issue 544
container_start_page 2425
op_container_end_page 2447
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