Trends, variability and predictive skill of the ocean heat content in North Atlantic: an analysis with the EC-Earth3 model

被引:10
作者
Carmo-Costa, Teresa [1 ]
Bilbao, Roberto [2 ]
Ortega, Pablo [2 ]
Teles-Machado, Ana [3 ]
Dutra, Emanuel [3 ]
机构
[1] Univ Lisbon, Inst Dom Luiz, Fac Ciencias, Edificio C8, P-1749016 Lisbon, Portugal
[2] Barcelona Supercomp Ctr, Barcelona, Spain
[3] Inst Portugues Mar & Atmosfera, Inst Dom Luiz, Lisbon, Portugal
基金
欧盟地平线“2020”;
关键词
Ocean heat content; Long-term trends; North Atlantic Ocean; Decadal prediction; Climate modelling; SURFACE-TEMPERATURE; DECADAL VARIABILITY; SEA-ICE; MECHANISMS; SYSTEM; PREDICTABILITY; OSCILLATION; PERFORMANCE; SLOWDOWN;
D O I
10.1007/s00382-021-05962-y
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
This study investigates linear trends, variability and predictive skill of the upper ocean heat content (OHC) in the North Atlantic basin. This is a region where strong decadal variability superimposes the externally forced trends, introducing important differences in the local warming rates and leading in the case of the Central Subpolar North Atlantic to an overall long-term cooling. Our analysis aims to better understand these regional differences, by investigating how internal and forced variability contribute to local trends, exploring also their role on the local prediction skill. The analysis combines the study of three ocean reanalyses to document the uncertainties related to observations with two sets of CMIP6 experiments performed with the global coupled climate model EC-Earth3: a historical ensemble to characterise the forced signals, and a retrospective decadal prediction system to additionally characterise the contributions from internal climate variability. Our results show that internal variability is essential to understand the spatial pattern of North Atlantic OHC trends, contributing decisively to the local trends and providing high levels of predictive skill in the Eastern Subpolar North Atlantic and the Irminger and Iceland Seas, and to a lesser extent in the Labrador Sea. Skill and trends in other areas like the Subtropical North Atlantic, or the Gulf Stream Extension are mostly externally forced. Large observational and modeling uncertainties affect the trends and interannual variability in the Central Subpolar North Atlantic, the only region exhibiting a cooling during the study period, uncertainties that might explain the very poor local predictive skill.
引用
收藏
页码:1311 / 1328
页数:18
相关论文
共 74 条
[1]   A REVIEW OF GLOBAL OCEAN TEMPERATURE OBSERVATIONS: IMPLICATIONS FOR OCEAN HEAT CONTENT ESTIMATES AND CLIMATE CHANGE [J].
Abraham, J. P. ;
Baringer, M. ;
Bindoff, N. L. ;
Boyer, T. ;
Cheng, L. J. ;
Church, J. A. ;
Conroy, J. L. ;
Domingues, C. M. ;
Fasullo, J. T. ;
Gilson, J. ;
Goni, G. ;
Good, S. A. ;
Gorman, J. M. ;
Gouretski, V. ;
Ishii, M. ;
Johnson, G. C. ;
Kizu, S. ;
Lyman, J. M. ;
Macdonald, A. M. ;
Minkowycz, W. J. ;
Moffitt, S. E. ;
Palmer, M. D. ;
Piola, A. R. ;
Reseghetti, F. ;
Schuckmann, K. ;
Trenberth, K. E. ;
Velicogna, I. ;
Willis, J. K. .
REVIEWS OF GEOPHYSICS, 2013, 51 (03) :450-483
[2]   Evaluation of the ECMWF ocean reanalysis system ORAS4 [J].
Balmaseda, Magdalena Alonso ;
Mogensen, Kristian ;
Weaver, Anthony T. .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2013, 139 (674) :1132-1161
[3]  
BARNSTON AG, 1994, J CLIMATE, V7, P1513, DOI 10.1175/1520-0442(1994)007<1513:LSSTCP>2.0.CO
[4]  
2
[5]  
Bilbao R., 2020, Earth Syst. Dynam, DOI 10.5194/esd-2020-66
[6]   Attribution of ocean temperature change to anthropogenic and natural forcings using the temporal, vertical and geographical structure [J].
Bilbao, Roberto A. F. ;
Gregory, Jonathan M. ;
Bouttes, Nathaelle ;
Palmer, Matthew D. ;
Stott, Peter .
CLIMATE DYNAMICS, 2019, 53 (9-10) :5389-5413
[7]   The Decadal Climate Prediction Project (DCPP) contribution to CMIP6 [J].
Boer, George J. ;
Smith, Douglas M. ;
Cassou, Christophe ;
Doblas-Reyes, Francisco ;
Danabasoglu, Gokhan ;
Kirtman, Ben ;
Kushnir, Yochanan ;
Kimoto, Masahide ;
Meehl, Gerald A. ;
Msadek, Rym ;
Mueller, Wolfgang A. ;
Taylor, Karl E. ;
Zwiers, Francis ;
Rixen, Michel ;
Ruprich-Robert, Yohan ;
Eade, Rosie .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2016, 9 (10) :3751-3777
[8]   Improved Decadal Predictions of North Atlantic Subpolar Gyre SST in CMIP6 [J].
Borchert, Leonard F. ;
Menary, Matthew B. ;
Swingedouw, Didier ;
Sgubin, Giovanni ;
Hermanson, Leon ;
Mignot, Juliette .
GEOPHYSICAL RESEARCH LETTERS, 2021, 48 (03)
[9]   Atlantic Ocean Heat Transport Influences Interannual-to-Decadal Surface Temperature Predictability in the North Atlantic Region [J].
Borchert, Leonard F. ;
Mueller, Wolfgang A. ;
Baehr, Johanna .
JOURNAL OF CLIMATE, 2018, 31 (17) :6763-6782
[10]   An ERA40-based atmospheric forcing for global ocean circulation models [J].
Brodeau, Laurent ;
Barnier, Bernard ;
Treguier, Anne-Marie ;
Penduff, Thierry ;
Gulev, Sergei .
OCEAN MODELLING, 2010, 31 (3-4) :88-104