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Title: Predictability and Decadal Variability of the North Atlantic Ocean State Evaluated from a Realistic Ocean Model

Abstract

This study investigates the excitation of decadal variability and predictability of the ocean climate state in the North Atlantic. Specifically, initial linear optimal perturbations (LOPs) in temperature and salinity that vary with depth, longitude, and latitude are computed, and the maximum impact on the ocean of these perturbations is evaluated in a realistic ocean general circulation model. The computations of the LOPs involve a maximization procedure based on Lagrange multipliers in a nonautonomous context. To assess the impact of these perturbations four different measures of the North Atlantic Ocean state are used: meridional volume and heat transports (MVT and MHT) and spatially averaged sea surface temperature (SST) and ocean heat content (OHC). It is shown that these metrics are dramatically different with regard to predictability. Whereas OHC and SST can be efficiently modified only by basin-scale anomalies, MVT and MHT are also strongly affected by smaller-scale perturbations. This suggests that instantaneous or even annual-mean values of MVT and MHT are less predictable than SST and OHC. Only when averaged over several decades do the former two metrics have predictability comparable to the latter two, which highlights the need for long-term observations of the Atlantic meridional overturning circulation in order tomore » accumulate climatically relevant data. This study also suggests that initial errors in ocean temperature of a few millikelvins, encompassing both the upper and deep ocean, can lead to ~0.1-K errors in the predictions of North Atlantic sea surface temperature on interannual time scales. This transient error growth peaks for SST and OHC after about 6 and 10 years, respectively, implying a potential predictability barrier.« less

Authors:
 [1];  [2]
  1. Univ. of Southampton (United Kingdom)
  2. Yale Univ., New Haven, CT (United States)
Publication Date:
Research Org.:
Yale Univ., New Haven, CT (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1537014
Grant/Contract Number:  
SC0016538
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Climate
Additional Journal Information:
Journal Volume: 30; Journal Issue: 2; Journal ID: ISSN 0894-8755
Publisher:
American Meteorological Society
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Meteorology & Atmospheric Sciences

Citation Formats

Sévellec, Florian, and Fedorov, Alexey V. Predictability and Decadal Variability of the North Atlantic Ocean State Evaluated from a Realistic Ocean Model. United States: N. p., 2016. Web. doi:10.1175/jcli-d-16-0323.1.
Sévellec, Florian, & Fedorov, Alexey V. Predictability and Decadal Variability of the North Atlantic Ocean State Evaluated from a Realistic Ocean Model. United States. https://doi.org/10.1175/jcli-d-16-0323.1
Sévellec, Florian, and Fedorov, Alexey V. Thu . "Predictability and Decadal Variability of the North Atlantic Ocean State Evaluated from a Realistic Ocean Model". United States. https://doi.org/10.1175/jcli-d-16-0323.1. https://www.osti.gov/servlets/purl/1537014.
@article{osti_1537014,
title = {Predictability and Decadal Variability of the North Atlantic Ocean State Evaluated from a Realistic Ocean Model},
author = {Sévellec, Florian and Fedorov, Alexey V.},
abstractNote = {This study investigates the excitation of decadal variability and predictability of the ocean climate state in the North Atlantic. Specifically, initial linear optimal perturbations (LOPs) in temperature and salinity that vary with depth, longitude, and latitude are computed, and the maximum impact on the ocean of these perturbations is evaluated in a realistic ocean general circulation model. The computations of the LOPs involve a maximization procedure based on Lagrange multipliers in a nonautonomous context. To assess the impact of these perturbations four different measures of the North Atlantic Ocean state are used: meridional volume and heat transports (MVT and MHT) and spatially averaged sea surface temperature (SST) and ocean heat content (OHC). It is shown that these metrics are dramatically different with regard to predictability. Whereas OHC and SST can be efficiently modified only by basin-scale anomalies, MVT and MHT are also strongly affected by smaller-scale perturbations. This suggests that instantaneous or even annual-mean values of MVT and MHT are less predictable than SST and OHC. Only when averaged over several decades do the former two metrics have predictability comparable to the latter two, which highlights the need for long-term observations of the Atlantic meridional overturning circulation in order to accumulate climatically relevant data. This study also suggests that initial errors in ocean temperature of a few millikelvins, encompassing both the upper and deep ocean, can lead to ~0.1-K errors in the predictions of North Atlantic sea surface temperature on interannual time scales. This transient error growth peaks for SST and OHC after about 6 and 10 years, respectively, implying a potential predictability barrier.},
doi = {10.1175/jcli-d-16-0323.1},
journal = {Journal of Climate},
number = 2,
volume = 30,
place = {United States},
year = {Thu Dec 22 00:00:00 EST 2016},
month = {Thu Dec 22 00:00:00 EST 2016}
}

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Works referenced in this record:

Argo float data and metadata from Global Data Assembly Centre (Argo GDAC)
dataset, January 2018

  • Fumihiko, Akazawa; Turki, Alraddadi; Pascual, Ananda
  • DOI: 10.17882/42182

Argo float data and metadata from Global Data Assembly Centre (Argo GDAC)
dataset, January 2018

  • Fumihiko, Akazawa; Turki, Alraddadi; Pascual, Ananda
  • DOI: 10.17882/42182

The Different Nature of the Interdecadal Variability of the Thermohaline Circulation under Mixed and Flux Boundary Conditions
journal, September 2006

  • Arzel, Olivier; Huck, Thierry; Colin de Verdière, Alain
  • Journal of Physical Oceanography, Vol. 36, Issue 9
  • DOI: 10.1175/JPO2938.1

Ensemble initialization of the oceanic component of a coupled model through bred vectors at seasonal-to-interannual timescales
journal, January 2014


Variability of the Tropical Atlantic Ocean Simulated by a General Circulation Model with Two Different Mixed-Layer Physics
journal, July 1993


Is AMOC More Predictable than North Atlantic Heat Content?
journal, May 2014


Buoyancy driven planetary flows
journal, May 1988


Predictability of decadal variations in the thermohaline circulation and climate: THC AND CLIMATE PREDICTABILITY
journal, March 2003

  • Collins, Matthew; Sinha, Bablu
  • Geophysical Research Letters, Vol. 30, Issue 6
  • DOI: 10.1029/2002GL016504

Interannual to Decadal Climate Predictability in the North Atlantic: A Multimodel-Ensemble Study
journal, April 2006

  • Collins, M.; Botzet, M.; Carril, A. F.
  • Journal of Climate, Vol. 19, Issue 7
  • DOI: 10.1175/JCLI3654.1

Observed and simulated multidecadal variability in the Northern Hemisphere
journal, September 2000


Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5
journal, February 2013


Long-Range Weather Prediction: Limits of Predictability and Beyond
journal, March 1988


Generalized Stability Theory. Part I: Autonomous Operators
journal, July 1996


Generalized Stability Theory. Part II: Nonautonomous Operators
journal, July 1996


Accurate Low-Dimensional Approximation of the Linear Dynamics of Fluid Flow
journal, September 2001


Singular Vectors, Finite-Time Normal Modes, and Error Growth during Blocking
journal, January 2000


Improved estimates of global ocean circulation, heat transport and mixing from hydrographic data
journal, November 2000

  • Ganachaud, Alexandre; Wunsch, Carl
  • Nature, Vol. 408, Issue 6811
  • DOI: 10.1038/35044048

Isopycnal Mixing in Ocean Circulation Models
journal, January 1990


A predictability study of simulated North Atlantic multidecadal variability
journal, August 1997


Stochastic climate models Part I. Theory
journal, December 1976


Estimating Climatically Relevant Singular Vectors for Decadal Predictions of the Atlantic Ocean
journal, January 2011


A monitoring design for the Atlantic meridional overturning circulation: ATLANTIC MERIDIONAL OVERTURNING CIRCULATION
journal, April 2003

  • Hirschi, J.; Baehr, J.; Marotzke, J.
  • Geophysical Research Letters, Vol. 30, Issue 7
  • DOI: 10.1029/2002GL016776

Interpentadal variability of temperature and salinity in the deep North Atlantic, 1970–1974 versus 1955–1959
journal, January 1989


Adaptive observation in the South China Sea using CNOP approach based on a 3-D ocean circulation model and its adjoint model
journal, December 2014

  • Li, Yineng; Peng, Shiqiu; Liu, Duanling
  • Journal of Geophysical Research: Oceans, Vol. 119, Issue 12
  • DOI: 10.1002/2014JC010220

A study of the predictability of a 28-variable atmospheric model
journal, January 1965


A global ocean mesh to overcome the North Pole singularity
journal, May 1996

  • Madec, Gurvan; Imbard, Maurice
  • Climate Dynamics, Vol. 12, Issue 6
  • DOI: 10.1007/BF00211684

Key features of the IPSL ocean atmosphere model and its sensitivity to atmospheric resolution
journal, August 2009


The Role of the Mean State in Meridional Mode Structure and Growth
journal, May 2016


Presentation and analysis of the IPSL and CNRM climate models used in CMIP5
journal, March 2013


Assessing the predictability of the Atlantic meridional overturning circulation and associated fingerprints: ASSESSING THE PREDICTABILITY OF THE AMOC
journal, October 2010

  • Msadek, R.; Dixon, K. W.; Delworth, T. L.
  • Geophysical Research Letters, Vol. 37, Issue 19
  • DOI: 10.1029/2010GL044517

Conditional Nonlinear Optimal Perturbations of a Two-Dimensional Quasigeostrophic Model
journal, June 2006

  • Mu, Mu; Zhang, Zhiyue
  • Journal of the Atmospheric Sciences, Vol. 63, Issue 6
  • DOI: 10.1175/JAS3703.1

Decadal predictability of the Atlantic meridional overturning circulation and climate in the IPSL-CM5A-LR model
journal, August 2012


Geostrophic motion
journal, January 1963


Estimating the Decadal Predictability of a Coupled AOGCM
journal, November 2004

  • Pohlmann, Holger; Botzet, Michael; Latif, Mojib
  • Journal of Climate, Vol. 17, Issue 22
  • DOI: 10.1175/3209.1

The Leading, Interdecadal Eigenmode of the Atlantic Meridional Overturning Circulation in a Realistic Ocean Model
journal, April 2013


Model Bias Reduction and the Limits of Oceanic Decadal Predictability: Importance of the Deep Ocean
journal, June 2013


Optimal excitation of AMOC decadal variability: Links to the subpolar ocean
journal, March 2015


Theoretical Investigation of the Atlantic Multidecadal Oscillation
journal, September 2015

  • Sévellec, Florian; Huck, Thierry
  • Journal of Physical Oceanography, Vol. 45, Issue 9
  • DOI: 10.1175/JPO-D-14-0094.1

AMOC sensitivity to surface buoyancy fluxes: Stronger ocean meridional heat transport with a weaker volume transport?
journal, January 2016


Optimal Surface Salinity Perturbations Influencing the Thermohaline Circulation
journal, December 2007

  • Sévellec, Florian; Ben Jelloul, Mahdi; Huck, Thierry
  • Journal of Physical Oceanography, Vol. 37, Issue 12
  • DOI: 10.1175/2007JPO3680.1

Optimal Surface Salinity Perturbations of the Meridional Overturning and Heat Transport in a Global Ocean General Circulation Model
journal, December 2008

  • Sévellec, Florian; Huck, Thierry; Ben Jelloul, Mahdi
  • Journal of Physical Oceanography, Vol. 38, Issue 12
  • DOI: 10.1175/2008JPO3875.1

Nonnormal Multidecadal Response of the Thermohaline Circulation Induced by Optimal Surface Salinity Perturbations
journal, April 2009

  • Sévellec, Florian; Huck, Thierry; Ben Jelloul, Mahdi
  • Journal of Physical Oceanography, Vol. 39, Issue 4
  • DOI: 10.1175/2008JPO3998.1

From centennial to millennial oscillation of the thermohaline circulation
journal, September 2010

  • Sévellec, Florian; Huck, Thierry; de Verdière, Alain Colin
  • Journal of Marine Research, Vol. 68, Issue 5
  • DOI: 10.1357/002224011795977635

Atlantic Ocean Forcing of North American and European Summer Climate
journal, July 2005


An Overview of CMIP5 and the Experiment Design
journal, April 2012

  • Taylor, Karl E.; Stouffer, Ronald J.; Meehl, Gerald A.
  • Bulletin of the American Meteorological Society, Vol. 93, Issue 4
  • DOI: 10.1175/BAMS-D-11-00094.1

Predictability of the Atlantic Overturning Circulation and Associated Surface Patterns in Two CCSM3 Climate Change Ensemble Experiments
journal, December 2011

  • Teng, Haiyan; Branstator, Grant; Meehl, Gerald A.
  • Journal of Climate, Vol. 24, Issue 23
  • DOI: 10.1175/2011JCLI4207.1

Inherently unstable climate behaviour due to weak thermohaline ocean circulation
journal, April 1997


Transient Growth and Optimal Excitation of Thermohaline Variability
journal, December 2002


Nonnormal Thermohaline Circulation Dynamics in a Coupled Ocean–Atmosphere GCM
journal, March 2008

  • Tziperman, Eli; Zanna, Laure; Penland, Cecile
  • Journal of Physical Oceanography, Vol. 38, Issue 3
  • DOI: 10.1175/2007JPO3769.1

Finite-Time Lyapunov Stability Analysis and Its Application to Atmospheric Predictability
journal, June 1993


Forecast Skill and Predictability of Observed Atlantic Sea Surface Temperatures
journal, July 2012


Nonnormal Amplification of the Thermohaline Circulation
journal, September 2005

  • Zanna, Laure; Tziperman, Eli
  • Journal of Physical Oceanography, Vol. 35, Issue 9
  • DOI: 10.1175/JPO2777.1

Optimal Surface Excitation of the Thermohaline Circulation
journal, August 2008

  • Zanna, Laure; Tziperman, Eli
  • Journal of Physical Oceanography, Vol. 38, Issue 8
  • DOI: 10.1175/2008JPO3752.1

Optimal Excitation of Interannual Atlantic Meridional Overturning Circulation Variability
journal, January 2011

  • Zanna, Laure; Heimbach, Patrick; Moore, Andrew M.
  • Journal of Climate, Vol. 24, Issue 2
  • DOI: 10.1175/2010JCLI3610.1

Optimal nonlinear excitation of decadal variability of the North Atlantic thermohaline circulation
journal, August 2013

  • Zu, Ziqing; Mu, Mu; Dijkstra, Henk A.
  • Chinese Journal of Oceanology and Limnology, Vol. 31, Issue 6
  • DOI: 10.1007/s00343-014-3051-4

Works referencing / citing this record:

Dynamical attribution of oceanic prediction uncertainty in the North Atlantic: application to the design of optimal monitoring systems
journal, November 2017

  • Sévellec, Florian; Dijkstra, Henk A.; Drijfhout, Sybren S.
  • Climate Dynamics, Vol. 51, Issue 4
  • DOI: 10.1007/s00382-017-3969-2

The impacts of oceanic deep temperature perturbations in the North Atlantic on decadal climate variability and predictability
journal, December 2017