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A multi-model ensemble view of winter heat flux dynamics and the dipole mode in the Mediterranean Sea

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Abstract

Changes in surface heat fluxes affect several climate processes controlling the Mediterranean climate. These include the winter formation of deep waters, which is the primary driver of the Mediterranean Sea overturning circulation. Previous studies that characterize the spatial and temporal variability of surface heat flux anomalies over the basin reveal the existence of two statistically dominant patterns of variability: a monopole of uniform sign and an east–west dipole of opposite signs. In this work, we use the 12 regional climate model ensemble from the EU-FP6 ENSEMBLES project to diagnose the large-scale atmospheric processes that control the variability of heat fluxes over the Mediterranean Sea from interannual to decadal timescales (here defined as timescales > 6 year). Our findings suggest that while the monopole structure captures variability in the winter-to-winter domain-average net heat flux, the dipole pattern tracks changes in the Mediterranean climate that are connected to the East Atlantic/Western Russia (EA/WR) atmospheric teleconnection pattern. Furthermore, while the monopole exhibits significant differences in the spatial structure across the multi-model ensemble, the dipole pattern is very robust and more clearly identifiable in the anomaly maps of individual years. A heat budget analysis of the dipole pattern reveals that changes in winds associated with the EA/WR pattern exert dominant control through both a direct effect on the latent heat flux (i.e., wind speed) and an indirect effect through specific humidity (e.g., wind advection). A simple reconstruction of the heat flux variability over the deep-water formation regions of the Gulf of Lion and the Aegean Sea reveals that the combination of the monopole and dipole time series explains over 90 % of the heat flux variance in these regions. Given the important role that surface heat flux anomalies play in deep-water formation and the regional climate, improving our knowledge on the dynamics controlling the leading modes of heat flux variability may enhance our predictability of the climate of the Mediterranean area.

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References

  • Alexander MA, Blade I, Newman M, Lanzante JR, Lau NC, Scott JD (2002) The atmospheric bridge: the influence of ENSO teleconnections on air-sea interaction over the global oceans. J Climate 15:2205–2231. doi:10.1175/1520-0442(2002)015<2205:Tabtio>2.0.Co;2

    Article  Google Scholar 

  • Andersson A, Bakan S, Fennig K, Grassl H, Klepp C-P, Schulz J (2007) Hamburg ocean atmosphere parameters and fluxes from satellite data—HOAPS-3—monthly mean. World Data Center Climate. doi:10.1594/WDCC/HOAPS3_MONTHLY

    Google Scholar 

  • Artale V, Calmanti S, Malanotte-Rizzoli P, Pisacane G, Rupolo V, Tsimplis M (2006) The Atlantic and the Mediterranean Sea as connected systems. Mediterranean climate variability, vol 4. Elsevier, Amsterdam

    Google Scholar 

  • Bhöm U, Küchen M, Ahrens W, Block A, Hauffe D, Keuler K, Rockel B, Will A (2006) CLM-the climate version of LM: brief description and long-term applications. COSMO Newslett n6

  • Bignami F, Marullo S, Santoleri R, Schiano ME (1995) Longwave radiation budget in the Mediterranean-Sea. J Geophys Res-Oceans 100:2501–2514. doi:10.1029/94jc02496

    Article  Google Scholar 

  • Bueh C, Nakamura H (2007) Scandinavian pattern and its climatic impact. Q J Roy Meteor Soc 133:2117–2131. doi:10.1002/Qj.173

    Article  Google Scholar 

  • Calmanti S, Artale V, Sutera A (2006) North Atlantic MOC variability and the Mediterranean outflow: a box-model study. Tellus A 58:416–423. doi:10.1111/J.1600-0870.2006.00176.X

    Article  Google Scholar 

  • Christensen JH, Christensen OB, Lopez P, van Meijgaard E, Botzet M (1996) The HIRHAM4 regional atmospheric climate model. Danish Meteorological Institute Scientific Report 96–4, Copenhagen

  • Collins M, Booth BBB, Harris GR, Murphy JM, Sexton DMH, Webb MJ (2006) Towards quantifying uncertainty in transient climate change. Clim Dyn 27:127–147. doi:10.1007/s00382-006-0121-0

    Article  Google Scholar 

  • de Sherbinin A (2014) Climate change hotspots mapping: what have we learned? Clim Change 123(1):23–37

    Article  Google Scholar 

  • Dommenget D, Latif M (2003) Comments on “A cautionary note on the interpretation of EOFs”. Reply J Climate 16:1094–1097. doi:10.1175/1520-0442(2003)016<1094:R>2.0.Co;2

    Article  Google Scholar 

  • Garrett C, Outerbridge R, Thompson K (1993) Interannual variability in Mediterranean heat and buoyancy fluxes. J Climate 6:900–910. doi:10.1175/1520-0442(1993)006<0900:Ivimha>2.0.Co;2

    Article  Google Scholar 

  • Gilman C, Garrett C (1994) Heat-flux parameterizations for the Mediterranean-Sea—the role of atmospheric aerosols and constraints from the water-budget. J Geophys Res-Oceans 99:5119–5134. doi:10.1029/93jc03069

    Article  Google Scholar 

  • Giorgi F (2006) Climate change hot-spots. Geophys Res Lett. doi:10.1029/2006gl025734

    Google Scholar 

  • Giorgi F, Mearns LO (1999) Introduction to special section: regional climate modelling revisited. J Geophys Res (Atmos) 104:6335–6352. doi:10.1029/98JD02072

    Article  Google Scholar 

  • Haines K, Wu PL (1995) A modelling study of the thermohaline circulation of the Mediterranean Sea: water formation and dispersal. Oceanol Acta 18:401–417

    Google Scholar 

  • Haugen JE, Haakensatd H (2006) Validation of HIRHAM version 2 with 50 km and 25 km resolution. RegClim General Technical Report, No. 9, pp 159–173

  • Herrmann MJ, Somot S (2008) Relevance of ERA40 dynamical downscaling for modeling deep convection in the Mediterranean Sea. Geophys Res Lett. doi:10.1029/2007gl032442

    Google Scholar 

  • Hurrell JW (1995) Decadal trends in the North-Atlantic oscillation—regional temperatures and precipitation. Science 269:676–679. doi:10.1126/science.269.5224.676

    Article  Google Scholar 

  • Jacob D (2001) A note to the simulation of the annual and inter-annual variability of the water budget over the Baltic Sea drainage basin. Meteorol Atmos Phys 77:61–73

    Article  Google Scholar 

  • Josey SA (2003) Changes in the heat and freshwater forcing of the eastern Mediterranean and their influence on deep water formation. J Geophys Res. doi:10.1029/2003jc001778

    Google Scholar 

  • Josey SA, Kent EC, Taylor PK (1999) New insights into the ocean heat budget closure problem from analysis of the SOC air-sea flux climatology. J Climate 12:2856–2880. doi:10.1175/1520-0442(1999)012<2856:Niitoh>2.0.Co;2

    Article  Google Scholar 

  • Josey SA, Somot S, Tsimplis M (2011) Impacts of atmospheric modes of variability on Mediterranean Sea surface heat exchange. J Geophys Res. doi:10.1029/2010jc006685

    Google Scholar 

  • Kalnay E et al (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77:437–471

    Article  Google Scholar 

  • Kjellström E, Bärring L, Gollvik S, Hansson U, Jones C, Samuelsson P, Rummukainen M, Ullersig A, Willen U, Wyser K (2005) A 140-year simulation of European climate with the new version of the Rossby Centre regional atmospheric climate model (RCA3). Reports Meteorology and Climatology, vol 108, SMHI, SE-60176 Norrköping, Sweden, 54 pp

  • Krichak SO, Kishcha P, Alpert P (2002) Decadal trends of main Eurasian oscillations and the Eastern Mediterranean precipitation. Theor Appl Climatol 72:209–220. doi:10.1007/s007040200021

    Article  Google Scholar 

  • Lascaratos A, Roether W, Nittis K, Klein B (1999) Recent changes in deep water formation and spreading in the eastern Mediterranean Sea: a review. Prog Oceanogr 44:5–36. doi:10.1016/S0079-6611(99)00019-1

    Article  Google Scholar 

  • Lenderink G, van der Hurk B, van Meijgaard E, van Ulden A, Cujipers H (2003) Simulation of present day climate in RACMO2: first results and model developments. Technical report no 252, KNMI, 24 pp

  • Madec G, Chartier M, Delecluse P, Crepon M (1991) A 3-dimensional numerical study of deep-water formation in the Northwestern Mediterranean-Sea. J Phys Oceanogr 21:1349–1371

    Article  Google Scholar 

  • Mariotti A (2010) Recent changes in the Mediterranean water cycle: a pathway toward long-term regional hydroclimatic change? J Climate 23:1513–1525. doi:10.1175/2009jcli3251.1

    Article  Google Scholar 

  • North GR, Bell TL, Cahalan RF, Moeng FJ (1982) Sampling errors in the estimation of empirical orthogonal functions. Mon Weather Rev 110:699–706. doi:10.1175/1520-0493(1982)110<0699:Seiteo>2.0.Co;2

    Article  Google Scholar 

  • OrtizBevia MJ, Alvarez-Garcia FJ, de Elvira AR, Liguori G, Carretero JH (2012) The Western Mediterranean summer variability and its feedbacks. Clim Dynam 39:3103–3120. doi:10.1007/s00382-012-1409-x

    Article  Google Scholar 

  • Papadopoulos VP, Josey SA, Bartzokas A, Somot S, Ruiz S, Drakopoulou P (2012a) Large-scale atmospheric circulation favoring deep- and intermediate-water formation in the Mediterranean Sea. J Climate 25:6079–6091. doi:10.1175/Jcli-D-11-00657.1

    Article  Google Scholar 

  • Papadopoulos VP, Kontoyiannis H, Ruiz S, Zarokanellos N (2012b) Influence of atmospheric circulation on turbulent air-sea heat fluxes over the Mediterranean Sea during winter. J Geophys Res-Oceans. doi:10.1029/2011jc007455

    Google Scholar 

  • Plummer D, Caya D, Coté H, Frigon A, Biner S, Giguère M, Paquin D, Harvey R, de Elia R (2006) Climate and climate change over North America as simulated by the Canadian Regional Climate Model. J Clim 19:3112–3132

    Article  Google Scholar 

  • Rahmstorf S (1996) On the freshwater forcing and transport of the Atlantic thermohaline circulation. Clim Dynam 12:799–811. doi:10.1007/S003820050144

    Article  Google Scholar 

  • Rahmstorf S (1998) Influence of Mediterranean Outflow on climate Eos. Trans Am Geophys Union 79:281–282. doi:10.1029/98EO00208

    Article  Google Scholar 

  • Radu R, Déqué M, Somot S (2008) Spectral nudging in a spectral regional climate model. Tellus A 60:898–910

    Article  Google Scholar 

  • Roether W et al (1996) Recent changes in eastern Mediterranean deep waters. Science 271:333–335

    Article  Google Scholar 

  • Roether W, Klein B, Manca BB, Theocharis A, Kioroglou S (2007) Transient Eastern Mediterranean deep waters in response to the massive dense-water output of the Aegean Sea in the 1990s. Prog Oceanogr 74:540–571. doi:10.1016/j.pocean.2007.001

    Article  Google Scholar 

  • Ruiz S, Gomis D, Sotillo MG, Josey SA (2008) Characterization of surface heat fluxes in the Mediterranean Sea from a 44-year high-resolution atmospheric data set. Global Planet Change 63:258–274. doi:10.1016/j.gloplacha.2007.12.002

    Article  Google Scholar 

  • Sanchez E, Gallardo C, Gaertner MA, Arribas A, Castro M (2004) Future climate extreme events in the Mediterranean simulated by a regional climate model: a first approach. Glob Plan Chan 44:163–180

    Article  Google Scholar 

  • Sanchez-Gomez E, Somot S, Josey SA, Dubois C, Elguindi N, Déqué M (2011) Evaluation of Mediterranean Sea water and heat budgets simulated by an ensemble of high resolution regional climate models. Clim Dynam 37:2067–2086. doi:10.1007/s00382-011-1012-6

    Article  Google Scholar 

  • Schroeder K, Ribotti A, Borghini M, Sorgente R, Perilli A, Gasparini GP (2008) An extensive western Mediterranean deep water renewal between 2004 and 2006. Geophys Res Lett. doi:10.1029/2008gl035146

    Google Scholar 

  • Simmons AJ, Wallace JM, Branstator GW (1983) Barotropic wave-propagation and instability, and atmospheric teleconnection patterns. J Atmos Sci 40:1363–1392. doi:10.1175/1520-0469(1983)040<1363:Bwpaia>2.0.Co;2

    Article  Google Scholar 

  • Skliris N, Sofianos S, Gkanasos A, Mantziafou A, Vervatis V, Axaopoulos P, Lascaratos A (2011) Decadal scale variability of sea surface temperature in the Mediterranean Sea in relation to atmospheric variability. Ocean Dyn 62:13–30. doi:10.1007/s10236-011-0493-5

    Article  Google Scholar 

  • Theocharis A, Nittis K, Kontoyiannis K, Papageorgiou E, Balopoulos E (1999) Climatic changes in the Aegean Sea influence the Eastern Mediterranean thermohaline circulation (1986–1997). Geophys Res Lett 26:1617–1620

    Article  Google Scholar 

  • Uppala SM et al (2005) The ERA-40 re-analysis. Q J Roy Meteor Soc 131:2961–3012

    Article  Google Scholar 

  • Vickers D, Mahrt L (2006) Evaluation of the air-sea bulk formula and sea-surface temperature variability from observations. J Geophys Res-Oceans. doi:10.1029/2005jc003323

    Google Scholar 

  • Wallace JM, Gutzler DS (1981) Teleconnections in the geopotential height field during the Northern Hemisphere winter. Mon Weather Rev 109:784–812. doi:10.1175/1520-0493(1981)109<0784:Titghf>2.0.Co;2

    Article  Google Scholar 

  • Woodruff SD, Diaz HF, Elms JD, Worley SJ (1998) COADS release 2 and metadata enhancements of marine surface flux fields. Phys Chem Earth 23:517–526

    Article  Google Scholar 

  • Zhang YC, Rossow WB, Lacis AA, Oinas V, Mishchenko MI (2004) Calculation of radiative fluxes from the surface to top of atmosphere based on ISCCP and other global data sets: refinements of the radiative transfer model and the input data. J Geophys Res-Atmos. doi:10.1029/2003jd004457

    Google Scholar 

  • Zveryaev II, Hannachi AA (2011) Interannual variability of Mediterranean evaporation and its relation to regional climate. Clim Dynam 38:495–512. doi:10.1007/s00382-011-1218-7

    Article  Google Scholar 

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Correspondence to Giovanni Liguori.

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Liguori, G., Di Lorenzo, E. & Cabos, W. A multi-model ensemble view of winter heat flux dynamics and the dipole mode in the Mediterranean Sea. Clim Dyn 48, 1089–1108 (2017). https://doi.org/10.1007/s00382-016-3129-0

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