Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling

The decadal predictability of three-dimensional Atlantic Ocean anomalies is examined in a coupled global climate model (HadCM3) using a Linear Inverse Modelling (LIM) approach. It is found that the evolution of temperature and salinity in the Atlantic, and the strength of the meridional overturning...

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Published in:Journal of Climate
Main Authors: Hawkins, Edward, Sutton, Rowan Timothy
Format: Article in Journal/Newspaper
Language:unknown
Published: American Meteorological Society 2009
Subjects:
Online Access:https://centaur.reading.ac.uk/1439/
https://doi.org/10.1175/2009JCLI2720.1
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spelling ftunivreading:oai:centaur.reading.ac.uk:1439 2024-05-12T08:07:22+00:00 Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling Hawkins, Edward Sutton, Rowan Timothy 2009 https://centaur.reading.ac.uk/1439/ https://doi.org/10.1175/2009JCLI2720.1 unknown American Meteorological Society Hawkins, E. <https://centaur.reading.ac.uk/view/creators/90000949.html> orcid:0000-0001-9477-3677 and Sutton, R. T. <https://centaur.reading.ac.uk/view/creators/90000057.html> orcid:0000-0001-8345-8583 (2009) Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling. Journal of Climate, 22 (14). pp. 3960-3978. ISSN 1520-0442 doi: https://doi.org/10.1175/2009JCLI2720.1 <https://doi.org/10.1175/2009JCLI2720.1> 551 Geology hydrology meteorology Article PeerReviewed 2009 ftunivreading https://doi.org/10.1175/2009JCLI2720.1 2024-04-17T14:41:32Z The decadal predictability of three-dimensional Atlantic Ocean anomalies is examined in a coupled global climate model (HadCM3) using a Linear Inverse Modelling (LIM) approach. It is found that the evolution of temperature and salinity in the Atlantic, and the strength of the meridional overturning circulation (MOC), can be effectively described by a linear dynamical system forced by white noise. The forecasts produced using this linear model are more skillful than other reference forecasts for several decades. Furthermore, significant non-normal amplification is found under several different norms. The regions from which this growth occurs are found to be fairly shallow and located in the far North Atlantic. Initially, anomalies in the Nordic Seas impact the MOC, and the anomalies then grow to fill the entire Atlantic basin, especially at depth, over one to three decades. It is found that the structure of the optimal initial condition for amplification is sensitive to the norm employed, but the initial growth seems to be dominated by MOC-related basin scale changes, irrespective of the choice of norm. The consistent identification of the far North Atlantic as the most sensitive region for small perturbations suggests that additional observations in this region would be optimal for constraining decadal climate predictions. Article in Journal/Newspaper Nordic Seas North Atlantic CentAUR: Central Archive at the University of Reading Journal of Climate 22 14 3960 3978
institution Open Polar
collection CentAUR: Central Archive at the University of Reading
op_collection_id ftunivreading
language unknown
topic 551 Geology
hydrology
meteorology
spellingShingle 551 Geology
hydrology
meteorology
Hawkins, Edward
Sutton, Rowan Timothy
Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling
topic_facet 551 Geology
hydrology
meteorology
description The decadal predictability of three-dimensional Atlantic Ocean anomalies is examined in a coupled global climate model (HadCM3) using a Linear Inverse Modelling (LIM) approach. It is found that the evolution of temperature and salinity in the Atlantic, and the strength of the meridional overturning circulation (MOC), can be effectively described by a linear dynamical system forced by white noise. The forecasts produced using this linear model are more skillful than other reference forecasts for several decades. Furthermore, significant non-normal amplification is found under several different norms. The regions from which this growth occurs are found to be fairly shallow and located in the far North Atlantic. Initially, anomalies in the Nordic Seas impact the MOC, and the anomalies then grow to fill the entire Atlantic basin, especially at depth, over one to three decades. It is found that the structure of the optimal initial condition for amplification is sensitive to the norm employed, but the initial growth seems to be dominated by MOC-related basin scale changes, irrespective of the choice of norm. The consistent identification of the far North Atlantic as the most sensitive region for small perturbations suggests that additional observations in this region would be optimal for constraining decadal climate predictions.
format Article in Journal/Newspaper
author Hawkins, Edward
Sutton, Rowan Timothy
author_facet Hawkins, Edward
Sutton, Rowan Timothy
author_sort Hawkins, Edward
title Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling
title_short Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling
title_full Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling
title_fullStr Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling
title_full_unstemmed Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling
title_sort decadal predictability of the atlantic ocean in a coupled gcm: forecast skill and optimal perturbations using linear inverse modelling
publisher American Meteorological Society
publishDate 2009
url https://centaur.reading.ac.uk/1439/
https://doi.org/10.1175/2009JCLI2720.1
genre Nordic Seas
North Atlantic
genre_facet Nordic Seas
North Atlantic
op_relation Hawkins, E. <https://centaur.reading.ac.uk/view/creators/90000949.html> orcid:0000-0001-9477-3677 and Sutton, R. T. <https://centaur.reading.ac.uk/view/creators/90000057.html> orcid:0000-0001-8345-8583 (2009) Decadal predictability of the Atlantic Ocean in a coupled GCM: forecast skill and optimal perturbations using Linear Inverse Modelling. Journal of Climate, 22 (14). pp. 3960-3978. ISSN 1520-0442 doi: https://doi.org/10.1175/2009JCLI2720.1 <https://doi.org/10.1175/2009JCLI2720.1>
op_doi https://doi.org/10.1175/2009JCLI2720.1
container_title Journal of Climate
container_volume 22
container_issue 14
container_start_page 3960
op_container_end_page 3978
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