The impacts of oceanic deep temperature perturbations in the North Atlantic on decadal climate variability and predictability
Abstract
Decadal climate predictability in the North Atlantic is largely related to ocean low frequency variability, whose sensitivity to initial conditions is not very well understood. Recently, three-dimensional oceanic temperature anomalies optimally perturbing the North Atlantic Mean Temperature (NAMT) have been computed via an optimization procedure using a linear adjoint to a realistic ocean general circulation model. The spatial pattern of the identified perturbations, localized in the North Atlantic, has the largest magnitude between 1000 and 4000 m depth. In the present study, the impacts of these perturbations on NAMT, on the Atlantic meridional overturning circulation (AMOC), and on climate in general are investigated in a global coupled model that uses the same ocean model as was used to compute the three-dimensional optimal perturbations. In the coupled model, these perturbations induce AMOC and NAMT anomalies peaking after 5 and 10 years, respectively, generally consistent with the ocean-only linear predictions. To further understand their impact, their magnitude was varied in a broad range. For initial perturbations with a magnitude comparable to the internal variability of the coupled model, the model response exhibits a strong signature in sea surface temperature and precipitation over North America and the Sahel region. The existence and impactsmore »
- Authors:
-
- National Oceanography Centre, Southampton (United Kingdom)
- Univ. of Southampton, Southampton (United Kingdom)
- Sorbonne Univ., Paris (France). LOCEAN Lab. Inst. Pierre-Simon Laplace (IPSL)
- Yale Univ., New Haven, CT (United States)
- Sorbonne Univ., Paris (France). LOCEAN Lab. Inst. Pierre-Simon Laplace (IPSL)
- Univ. of Bordeaux, Pessac (France). Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC)
- Publication Date:
- Research Org.:
- Yale Univ., New Haven, CT (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1507092
- Grant/Contract Number:
- SC0016538
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Climate Dynamics
- Additional Journal Information:
- Journal Volume: 51; Journal Issue: 5-6; Journal ID: ISSN 0930-7575
- Publisher:
- Springer-Verlag
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; Decadal climate predictability; Initial condition uncertainties; Linear optimal perturbations; North Atlantic variability; Atlantic meridional overturning circulation; IPSL-CM5A
Citation Formats
Germe, Agathe, Sévellec, Florian, Mignot, Juliette, Fedorov, Alexey, Nguyen, Sébastien, and Swingedouw, Didier. The impacts of oceanic deep temperature perturbations in the North Atlantic on decadal climate variability and predictability. United States: N. p., 2017.
Web. doi:10.1007/s00382-017-4016-z.
Germe, Agathe, Sévellec, Florian, Mignot, Juliette, Fedorov, Alexey, Nguyen, Sébastien, & Swingedouw, Didier. The impacts of oceanic deep temperature perturbations in the North Atlantic on decadal climate variability and predictability. United States. https://doi.org/10.1007/s00382-017-4016-z
Germe, Agathe, Sévellec, Florian, Mignot, Juliette, Fedorov, Alexey, Nguyen, Sébastien, and Swingedouw, Didier. Tue .
"The impacts of oceanic deep temperature perturbations in the North Atlantic on decadal climate variability and predictability". United States. https://doi.org/10.1007/s00382-017-4016-z. https://www.osti.gov/servlets/purl/1507092.
@article{osti_1507092,
title = {The impacts of oceanic deep temperature perturbations in the North Atlantic on decadal climate variability and predictability},
author = {Germe, Agathe and Sévellec, Florian and Mignot, Juliette and Fedorov, Alexey and Nguyen, Sébastien and Swingedouw, Didier},
abstractNote = {Decadal climate predictability in the North Atlantic is largely related to ocean low frequency variability, whose sensitivity to initial conditions is not very well understood. Recently, three-dimensional oceanic temperature anomalies optimally perturbing the North Atlantic Mean Temperature (NAMT) have been computed via an optimization procedure using a linear adjoint to a realistic ocean general circulation model. The spatial pattern of the identified perturbations, localized in the North Atlantic, has the largest magnitude between 1000 and 4000 m depth. In the present study, the impacts of these perturbations on NAMT, on the Atlantic meridional overturning circulation (AMOC), and on climate in general are investigated in a global coupled model that uses the same ocean model as was used to compute the three-dimensional optimal perturbations. In the coupled model, these perturbations induce AMOC and NAMT anomalies peaking after 5 and 10 years, respectively, generally consistent with the ocean-only linear predictions. To further understand their impact, their magnitude was varied in a broad range. For initial perturbations with a magnitude comparable to the internal variability of the coupled model, the model response exhibits a strong signature in sea surface temperature and precipitation over North America and the Sahel region. The existence and impacts of these ocean perturbations have important implications for decadal prediction: they can be seen either as a source of predictability or uncertainty, depending on whether the current observing system can detect them or not. In fact, comparing the magnitude of the imposed perturbations with the uncertainty of available ocean observations such as Argo data or ocean state estimates suggests that only the largest perturbations used in this study could be detectable. This highlights the importance for decadal climate prediction of accurate ocean density initialisation in the North Atlantic at intermediate and greater depths.},
doi = {10.1007/s00382-017-4016-z},
journal = {Climate Dynamics},
number = 5-6,
volume = 51,
place = {United States},
year = {Tue Dec 19 00:00:00 EST 2017},
month = {Tue Dec 19 00:00:00 EST 2017}
}
Web of Science
Works referenced in this record:
Climate impacts of recent multidecadal changes in Atlantic Ocean Sea Surface Temperature: a multimodel comparison
journal, April 2009
- Hodson, Daniel L. R.; Sutton, Rowan T.; Cassou, Christophe
- Climate Dynamics, Vol. 34, Issue 7-8
Observed and simulated multidecadal variability in the Northern Hemisphere
journal, September 2000
- Delworth, T. L.; Mann, M. E.
- Climate Dynamics, Vol. 16, Issue 9
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
Sensitivity of a global sea ice model to the treatment of ice thermodynamics and dynamics
journal, June 1997
- Fichefet, T.; Maqueda, M. A. Morales
- Journal of Geophysical Research: Oceans, Vol. 102, Issue C6
Predicting multiyear North Atlantic Ocean variability: ATLANTIC OCEAN PREDICTIONS
journal, March 2013
- Hazeleger, W.; Wouters, B.; van Oldenborgh, G. J.
- Journal of Geophysical Research: Oceans, Vol. 118, Issue 3
Impact of the LMDZ atmospheric grid configuration on the climate and sensitivity of the IPSL-CM5A coupled model
journal, July 2012
- Hourdin, Frédéric; Foujols, Marie-Alice; Codron, Francis
- Climate Dynamics, Vol. 40, Issue 9-10
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
Globalizing results from ocean in situ iron fertilization studies: GLOBALIZING IRON FERTILIZATION
journal, June 2006
- Aumont, O.; Bopp, L.
- Global Biogeochemical Cycles, Vol. 20, Issue 2
Decadal prediction skill in the ocean with surface nudging in the IPSL-CM5A-LR climate model
journal, December 2015
- Mignot, Juliette; García-Serrano, Javier; Swingedouw, Didier
- Climate Dynamics, Vol. 47, Issue 3-4
A predictability study of simulated North Atlantic multidecadal variability
journal, August 1997
- Griffies, S. M.; Bryan, K.
- Climate Dynamics, Vol. 13, Issue 7-8
Tropical origin for the impacts of the Atlantic Multidecadal Variability on the Euro-Atlantic climate
journal, September 2015
- Davini, Paolo; Hardenberg, Jost von; Corti, Susanna
- Environmental Research Letters, Vol. 10, Issue 9
Global and Full-Depth Ocean Temperature Trends during the Early Twenty-First Century from Argo and Repeat Hydrography
journal, March 2017
- Desbruyères, Damien; McDonagh, Elaine L.; King, Brian A.
- Journal of Climate, Vol. 30, Issue 6
Reconciling two alternative mechanisms behind bi-decadal variability in the North Atlantic
journal, September 2015
- Ortega, Pablo; Mignot, Juliette; Swingedouw, Didier
- Progress in Oceanography, Vol. 137
The Leading, Interdecadal Eigenmode of the Atlantic Meridional Overturning Circulation in a Realistic Ocean Model
journal, April 2013
- Sévellec, Florian; Fedorov, Alexey V.
- Journal of Climate, Vol. 26, Issue 7
Atmospheric response to the North Atlantic Ocean variability on seasonal to decadal time scales
journal, April 2012
- Gastineau, Guillaume; D’Andrea, Fabio; Frankignoul, Claude
- Climate Dynamics, Vol. 40, Issue 9-10
Evaluation of the ECMWF ocean reanalysis system ORAS4
journal, December 2012
- Balmaseda, Magdalena Alonso; Mogensen, Kristian; Weaver, Anthony T.
- Quarterly Journal of the Royal Meteorological Society, Vol. 139, Issue 674
Model Bias Reduction and the Limits of Oceanic Decadal Predictability: Importance of the Deep Ocean
journal, June 2013
- Sévellec, Florian; Fedorov, Alexey V.
- Journal of Climate, Vol. 26, Issue 11
Distinguishing the Roles of Natural and Anthropogenically Forced Decadal Climate Variability: Implications for Prediction
journal, February 2011
- Solomon, Amy; Goddard, Lisa; Kumar, Arun
- Bulletin of the American Meteorological Society, Vol. 92, Issue 2
Uncertainty in weather and climate prediction
journal, December 2011
- Slingo, Julia; Palmer, Tim
- Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 369, Issue 1956
Predictability and Decadal Variability of the North Atlantic Ocean State Evaluated from a Realistic Ocean Model
journal, January 2017
- Sévellec, Florian; Fedorov, Alexey V.
- Journal of Climate, Vol. 30, Issue 2
Initialisation and predictability of the AMOC over the last 50 years in a climate model
journal, September 2012
- Swingedouw, Didier; Mignot, Juliette; Labetoulle, Sonia
- Climate Dynamics, Vol. 40, Issue 9-10
Reconstructing extreme AMOC events through nudging of the ocean surface: a perfect model approach
journal, January 2017
- Ortega, Pablo; Guilyardi, Eric; Swingedouw, Didier
- Climate Dynamics, Vol. 49, Issue 9-10
Sub-surface signatures of the Atlantic Multidecadal Oscillation
journal, January 2008
- Frankcombe, L. M.; Dijkstra, H. A.; von der Heydt, A.
- Geophysical Research Letters, Vol. 35, Issue 19
A Decadal Prediction Case Study: Late Twentieth-Century North Atlantic Ocean Heat Content
journal, August 2012
- Yeager, Stephen; Karspeck, Alicia; Danabasoglu, Gokhan
- Journal of Climate, Vol. 25, Issue 15
Anomaly transform methods based on total energy and ocean heat content norms for generating ocean dynamic disturbances for ensemble climate forecasts
journal, April 2015
- Romanova, Vanya; Hense, Andreas
- Climate Dynamics, Vol. 49, Issue 3
A Comparison of Two Ensemble Generation Methods Using Oceanic Singular Vectors and Atmospheric Lagged Initialization for Decadal Climate Prediction
journal, July 2016
- Marini, Camille; Polkova, Iuliia; Köhl, Armin
- Monthly Weather Review, Vol. 144, Issue 7
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
Ocean heat content variability and change in an ensemble of ocean reanalyses
journal, September 2015
- Palmer, M. D.; Roberts, C. D.; Balmaseda, M.
- Climate Dynamics, Vol. 49, Issue 3
Mechanisms Determining the Winter Atmospheric Response to the Atlantic Overturning Circulation
journal, May 2016
- Gastineau, G.; L’Hévéder, B.; Codron, F.
- Journal of Climate, Vol. 29, Issue 10
Ensemble initialization of the oceanic component of a coupled model through bred vectors at seasonal-to-interannual timescales
journal, January 2014
- Baehr, J.; Piontek, R.
- Geoscientific Model Development, Vol. 7, Issue 1
Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5
journal, February 2013
- Dufresne, J. -L.; Foujols, M. -A.; Denvil, S.
- Climate Dynamics, Vol. 40, Issue 9-10
Decadal Climate Prediction: An Update from the Trenches
journal, February 2014
- Meehl, Gerald A.; Goddard, Lisa; Boer, George
- Bulletin of the American Meteorological Society, Vol. 95, Issue 2
Evidence of the AMOC interdecadal mode related to westward propagation of temperature anomalies in CMIP5 models
journal, May 2016
- Muir, Les C.; Fedorov, Alexey V.
- Climate Dynamics, Vol. 48, Issue 5-6
Reconstructing the subsurface ocean decadal variability using surface nudging in a perfect model framework
journal, June 2014
- Servonnat, Jérôme; Mignot, Juliette; Guilyardi, Eric
- Climate Dynamics, Vol. 44, Issue 1-2
Optimal excitation of AMOC decadal variability: Links to the subpolar ocean
journal, March 2015
- Sévellec, Florian; Fedorov, Alexey V.
- Progress in Oceanography, Vol. 132
Singular vectors, predictability and ensemble forecasting for weather and climate
journal, June 2013
- Palmer, T. N.; Zanna, Laure
- Journal of Physics A: Mathematical and Theoretical, Vol. 46, Issue 25
Decadal predictability of the Atlantic meridional overturning circulation and climate in the IPSL-CM5A-LR model
journal, August 2012
- Persechino, A.; Mignot, J.; Swingedouw, D.
- Climate Dynamics, Vol. 40, Issue 9-10
Climate impacts of the Atlantic Multidecadal Oscillation
journal, January 2006
- Knight, Jeff R.; Folland, Chris K.; Scaife, Adam A.
- Geophysical Research Letters, Vol. 33, Issue 17
Advances in application of climate prediction in agriculture
journal, November 2001
- Hammer, G. L.; Hansen, J. W.; Phillips, J. G.
- Agricultural Systems, Vol. 70, Issue 2-3
Interpretation of the propagation of surface altimetric observations in terms of planetary waves and geostrophic turbulence
journal, January 2009
- Tulloch, Ross; Marshall, John; Smith, K. Shafer
- Journal of Geophysical Research, Vol. 114, Issue C2
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
The Ocean Reanalyses Intercomparison Project (ORA-IP)
journal, April 2015
- Balmaseda, M. A.; Hernandez, F.; Storto, A.
- Journal of Operational Oceanography, Vol. 8, Issue sup1
Bidecadal sea level modes in the North and South Atlantic Oceans: ATLANTIC BIDEC SL
journal, November 2013
- Vianna, Marcio L.; Menezes, Viviane V.
- Geophysical Research Letters, Vol. 40, Issue 22
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
Sensitivity of decadal predictions to the initial atmospheric and oceanic perturbations
journal, January 2012
- Du, H.; Doblas-Reyes, F. J.; García-Serrano, J.
- Climate Dynamics, Vol. 39, Issue 7-8
On the evolution of the oceanic component of the IPSL climate models from CMIP3 to CMIP5: A mean state comparison
journal, December 2013
- Mignot, J.; Swingedouw, D.; Deshayes, J.
- Ocean Modelling, Vol. 72
Examining reliability of seasonal to decadal sea surface temperature forecasts: The role of ensemble dispersion: ENSEMBLE DISPERSION AND RELIABILITY
journal, November 2013
- Ho, Chun Kit; Hawkins, Ed; Shaffrey, Len
- Geophysical Research Letters, Vol. 40, Issue 21
Are North Atlantic multidecadal SST anomalies westward propagating?: FENG AND DIJKSTRA
journal, January 2014
- Feng, Qing Yi; Dijkstra, Henk
- Geophysical Research Letters, Vol. 41, Issue 2
Effect of surface restoring on subsurface variability in a climate model during 1949–2005
journal, October 2014
- Ray, Sulagna; Swingedouw, Didier; Mignot, Juliette
- Climate Dynamics, Vol. 44, Issue 9-10
Decadal prediction skill in the GEOS-5 forecast system
journal, December 2013
- Ham, Yoo-Geun; Rienecker, Michele M.; Suarez, Max J.
- Climate Dynamics, Vol. 42, Issue 1-2
The Recent Increase in Atlantic Hurricane Activity: Causes and Implications
journal, July 2001
- Goldenberg, S. B.
- Science, Vol. 293, Issue 5529
On the robustness of near term climate predictability regarding initial state uncertainties
journal, March 2016
- Germe, Agathe; Sévellec, Florian; Mignot, Juliette
- Climate Dynamics, Vol. 48, Issue 1-2
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
The Decadal Climate Prediction Project (DCPP) contribution to CMIP6
journal, January 2016
- Boer, George J.; Smith, Douglas M.; Cassou, Christophe
- Geoscientific Model Development, Vol. 9, Issue 10
Argo float data and metadata from Global Data Assembly Centre (Argo GDAC)
dataset, January 2018
- Fumihiko, Akazawa; Turki, Alraddadi; Pascual, Ananda
Argo float data and metadata from Global Data Assembly Centre (Argo GDAC)
dataset, January 2018
- Fumihiko, Akazawa; Turki, Alraddadi; Pascual, Ananda
Ensemble initialization of the oceanic component of a coupled model through bred vectors at seasonal-to-interannual time scales
journal, January 2013
- Baehr, J.; Piontek, R.
- Geoscientific Model Development Discussions, Vol. 6, Issue 4
Reconstructing the subsurface ocean decadal variability using surface nudging in a perfect model framework
text, January 2015
- Guilyardi, Eric; Swingedouw, Didier; Mignot, Juliette
- Springer
On the robustness of near term climate predictability regarding initial state uncertainties
text, January 2017
- Nguyen, Sebastien; Mignot, Juliette; Sévellec, Florian
- Springer
Decadal Climate Prediction: An Update from the Trenches
text, January 2014
- Meehl, Gerald A.; Goddard, Lisa M.; Boer, George
- Columbia University
Decadal prediction skill in the ocean with surface nudging in the IPSL-CM5A-LR climate model
text, January 2016
- Mignot, Juliette; García-Serrano, Javier; Ortega, Pablo
- Springer