Abstract.
The interannual and decadal variability of summer (June to September) air temperature over the Mediterranean area is analyzed for the period 1950 to 1999. The combined influence of the large-scale atmospheric circulation at different levels and thermic predictors (thickness patterns and Mediterranean SSTs) on station temperature data is assessed by means of optimal objective techniques. The validity of the statistical models has been evaluated through cross-validation. Three large-scale predictor fields (300 hPa geopotential height, 700–1000 hPa thickness and SSTs) account for more than 50% of the total summer temperature variability. The positive phase of the first canonical mode is associated with blocking conditions, subsidence and stability related to warm Mediterranean summers. The second CCA mode shows an east–west dipole of the Mediterranean summer air temperature connected by a combination of a trough as well as an extended ridge over the western and eastern parts of the Mediterranean, respectively. Though both modes are found to contribute to long-term summer temperature trends in the 1950–1999 period, it is shown that the first canonical mode is mainly responsible for the 0.4 °C warming (significant at the 95% level) over the last 50 years of the twentieth century. Further, the analysis reveals that the Mediterranean summer temperatures were higher in the 1860s, 1950s and 1990s and lower around 1910 and in the 1970s. A significant temperature increase of 0.5 °C (0.27 °C) is found for the 1900–1999 (1850–1999) period.








Similar content being viewed by others
References
Barnett TP, Preisendorfer RW (1987) Origins and levels of monthly and seasonal forecast skill for United States air temperature determined by canonical correlation analysis. Mon Weather Rev 115: 1825–1850
Barnston AG, Livezey RE (1987) Classification, seasonality and persistence of low frequency atmospheric circulation patterns. Mon Weather Rev 115: 1083–1126
Bartzokas A, Metaxas DA, Ganas IS (1994) Spatial and temporal sea-surface temperature covariances in the Mediterranean. Int J Climatol 14: 201–213
Brier GW (1950) Verification of forecasts expressed in terms of probability. Mon Weather Rev 78: 1–3
Corte-Real J, Zhang X, Wang X (1995) Large-scale circulation regimes and surface climatic anomalies over the Mediterranean. Int J Climatol 15: 1135–1150
Corte-Real J, Qian B, Xu H (1998) Regional climate change in Portugal: precipitation variability associated with large-scale atmospheric circulation. Int J Climatol 18: 619–635
Cubasch U, Meehl GA, Boer GJ, Stouffer RJ, Dix M, Noda A, Senior CA, Raper S, Yap KS (2001) Projections of future climate change. In: Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Xiaoxu D (eds) Climate change 2001; the scientific basis, ch 9. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge, UK, pp 99–181
Dai A, Fung IY, del Genio AD (1997) Surface observed global land precipitation variations during 1900–1988. J Clim 10: 2943–2962
Easterling DR, Karl TR, Gallo KP, Robinson TA, Trenberth KE, Dai AG (2000) Observed climate variability and change of relevance to the biosphere. J Geophys Res 105: 20,101–20,114
Folland CK, Karl TP, Christy JR, Clarke RA, Gruza GV, Jouzel J, Mann ME, Oerlemans J, Salinger MJ, Wang SW (2001) Observed climate variability and change. In: Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Xiaoxu D (eds) Climate change 2001; the scientific basis, ch 2. Contribution of working group I to the third assessment report of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge, UK, pp 99–181
Giles BD, Balafoutis C (1990) The Greek heatwaves of 1987 and 1988. Int J Climatol 10: 505–517
Giles BD, Balafoutis C, Maheras P (1990) Too hot for comfort: the heat waves in Greece in 1987 and 1988. Int J Biometeorol 34: 98–104
Giorgi F (2002a) Variability and trends of sub-continental scale surface climate in the twentieth century. Part I: Observations. Clim Dyn 18: 675–691
Giorgi F (2002b) Variability and trends of sub-continental scale surface climate in the twentieth century. Part II: AOGCM simulations. Clim Dyn 18: 693–708
González-Rouco JF, Heyen H, Zorita E, Valero F (2000) Agreement between observed rainfall trends and climate change simulations in Southern Europe. J Clim 13: 3057–3065
González-Rouco JF, Jimenez JL, Quesada V, Valero F (2001) Quality control and homogenization of monthly precipitation data in the southwest of Europe. J Clim 14: 964–978
Hansen J, Ruedy R, Sato M, Imhoff M, Lawrence W, Easterling D, Peterson T, Karl T (2001) A closer look at United States and global surface temperature change. J Geophys Res 106: 23,947–23,963
Hansen J, Ruedy R, Sato M, Lo K (2002) Global warming continues. Science 295: 275
Hunt B, Gordon H (1988) The problem of naturally occurring drought. Clim Dyn 3: 19–33
Hurrell JW (1995) Decadal trends in the North Atlantic Oscillation: regional temperatures and precipitation. Science 269: 676–679
Hurrell JW, van Loon H (1997) Decadal variations in climate associated with the North Atlantic Oscillation. Clim Change 36: 301–326
IPCC (2001) Climate change 2001: the scientific basis. In; Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA (eds.) Contribution of working group I to third assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, UK
Jacobeit J (2000) Rezente Klimaentwicklung im Mittelmeerraum. Petermanns Geogr Mittl 144: 22–33
Jacobeit J, Jönsson T, Bärring L, Beck C, Ekström M (2001) Zonal indices for Europe 1780–1995 and running correlations with temperature. Clim Change 48: 219–241
Jenne RL (1975) Data sets for meteorological research. NCAR TN 1A-111
Jones PD, New M, Parker DE, Martin S, Rigor IG (1999) Surface air temperature and its changes over the past 150 years. Rev Geophys 37: 173–199
Kalnay et al. (1996) The NCEP/NCAR 40-Year Reanalysis Project. Bull Am Meteorol Soc 77: 437–471
Katsouyanni K, Pantazopoulu A, Touloumi G, Tselepidaki I, Moustris K, Asimakopoulos D, Poulopoulou G, Trichopoulos D (1993) Evidence of interaction between air pollution and high temperatures in the causation of excess mortality. Archit Environ Health 48: 235–242
Katsouyanni K, Trichopoulos D, Zavitsanos X, Touloumi G (1988) The 1987 Athens heatwave. Lancet 573: ii
Kattenberg A, Giorgi F, Grassl H, Meehl GA, Mitchell JFB, Stouffer RJ, Tokioka T, Weaver AJ, Wigley TML (1996) Climate models – projections of future climate. In: Houghton JT, Meirho Filho LG, Callander BA, Harris N, Kattenberg A, Maskell K (eds) Climate Change 1995. The Science of Climate Change. The second assessment report of the IPCC contribution of WG1. Cambridge University Press, pp 285–357
Kistler R et al. (2001) The NCEP-NCAR 50-year Reanalysis: monthly means CD-ROM and documentation. Bull Am Meteorol Soc 82: 247–267
Kundzewicz ZW, Parry ML (2001) Europe. In: McCarthy JJ, Canziani OF, Leary NA, Dokken DJ, White KS (eds) Climate change 2001. Impacts, adaptations and vulnerability. Contribution of working group II to the third Assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, UK and NY, USA
Kutiel H, Maheras P (1998) Variations in the temperature regime across the Mediterranean during the last century and their relationship with circulation indices. Theor Appl Climatol 61: 39–53
Kutiel H, Benaroch Y (2002) North Sea-Caspian pattern (NCP) – an upper level atmospheric teleconnection affecting the Eastern Mediterranean: identification and definition. Theor Appl Climatol 71: 17–28
Livezey RE (1995) The evaluation of forecasts. In: von Storch H, Navarra A (eds.) Analysis of climate variability. Springer, Berlin, New York, Heidelberg, pp 177–196
Livezey RE, Smith TM (1999a) Considerations for use of the Barnett and Preisendorfer (1987) algorithm for canonical correlation analysis of climate variations. J Clim 12: 303–305
Livezey RE, Smith TM (1999b) Covariability of aspects of North American climate with global sea surface temperatures on interannual to interdecadal timescales. J Clim 12: 289–302
Lolis CJ, Bartzokas A, Metaxas DA (1999) Spatial covariability of the climatic parameters in the Greek area. Int J Climatol 19: 185–196
Maheras P (2000) Synoptic situations causing drought in the Mediterranean basin. In: Vogt JV, Somma F (eds) Drought and drought mitigation in Europe. Kluwer Academic, Dardrecht, pp 91–102
Maheras P, Kutiel H (1999) Spatial and temporal variations in the temperature regime in the Mediterranean and their relationship with circulation; 1860–1990. Int J Climatol 19: 1697–1715
Maheras P, Flocas HA, Patrikas I, Anagnostopoulou C (2001) A 40 year objective climatology of surface cyclones in the Mediterranean region: spatial and temporal distribution. Int J Climatol 21: 109–130
Maheras P, Xoplaki E, Davies TD, Martin-Vide J, Barriendos M, Alcoforado MJ (1999) Warm and cold monthly anomalies across the Mediterranean basin and their relationship with circulation; 1860–1990. Int J Climatol 19: 1697–1715
Matzarakis A, Mayer H (1991) The extreme heat wave in Athens in July 1987 from the point of view of human biometeorology. Atmos Env 25B: 203–211
Matzarakis A, Mayer H (1997) Heat stress in Greece. Int J Biometeorol 41: 34–39
Michaelsen J (1987) Cross-validation in statistical climate forecast models. J Climate Appl Meteorol 26: 1589–1600
Namias J (1948) Evolution of monthly mean circulation and weather patterns. Trans Am Geophys U29: 777–788
New MG, Hulme M, Jones PD (1999) Representing twentieth-century space time climate variability. Part I: development of a 1961–1990 mean monthly terrestrial climatology. J Clim 12: 829–856
New MG, Hulme M, Jones PD (2000) Representing twentieth-century space time climate fields. Part II: development of a 1901–1996 mean monthly terrestrial climatology. J Clim 13: 2217–2238
New M, Todd M, Hulme M, Jones P (2001) Precipitation measurements and trends in the twentieth century. Int J Climatol 21: 1899–1922
Nicholls N, Gruza GV, Jouzel J, Karl TR, Ogallo LA, Parker DE (1996) Observed climate variability and change. In: Houghton JT, Meira Filho LG, Callander BA, Harris N, Kattenberg A, Maskell K (eds.) Climate change 1995; the science of climate change, ch 3. Contribution of working group I to the second assessment report of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge, UK, pp 133–192
North GR, Moeng FJ, Bell TL, Cahalan RF (1982) The latitude dependence of the variance of zonally averaged quantities. Mon Weather Rev 110: 319–326
Palutikof JP, Conte M, Casimiro Mendes J, Goodess CM, Esprito Santo F (1996) Climate and Climatic Change. In: Brandt CJ, Thornes JB (eds.) Mediterranean desertification and land use. Wiley, New York, pp 43–86
Perry AH (2001) More heat and drought – can Mediterranean tourism survive and prosper? In: Matzarakis A, de Freitas CR (eds) Proc 1st International workshop on climate, tourism and recreation. Int Soc Biometeorol, commission on climate tourism and recreation. December 2001, Thessaloniki, Greece, WP3, pp 1–6
Peterson TC, Vose RS (1997) An overview of the global historical climatology network temperature database. Bull Am Meteorol Soc 78: 2837–2849
Peterson TC, Vose RS, Schmoyer R, Razuvaëv V (1998) Global historical climatology network (GHCN) quality control of monthly temperature data. Int J Climatol 18: 1169–1179
Pozo-Vázquez D, Esteban-Parra MJ, Rodrigo FS, Castro-Diez Y (2001) A study of NAO variability and its possible non-linear influences on European surface temperature. Clim Dyn 17: 701–715
Ratcliffe RAS (1978) Meteorological aspects of the 1975–76 drought. Proc R Soc London A 363: 3–20
Rayner NA, Horton EB, Parker DE, Folland CK, Hackett RB (1996) Version 2.2 of the global sea-Ice and sea surface temperature data set, 1903–1994. CRTN 74. Available from Hadley Centre Met Office Bracknell, UK
Reddaway JM, Bigg GR (1996) Climatic change over the Mediterranean and links to the more general atmospheric circulation. Int J Climatol 16: 651–661
Ribera P, Garcia R, Diaz HF, Gimeno L, Hernandez E (2000) Trends and interannual oscillations in the main sea-level surface pressure patterns over the Mediterranean, 1955–1990. Geophys Res Lett 8: 1143–1146
Rimbu N, le Treut H, Janicot S, Boroneant C, Laurent C (2001) Decadal precipitation variability over Europe and its relation with surface atmospheric circulation and sea surface temperature. Q J R Meteorol Soc 127: 315–329
Saenz J, Rodriguez-Puebla C, Fernandez J, Zubillaga J (2001) Interpretation of interannual winter temperature variations over southwestern Europe. J Geophys Res 106: 20,641–20,651
Slonosky VC, Yiou P (2002) Does the NAO index represent zonal flow? The influence of the NAO on North Atlantic surface temperature. Clim Dyn 19: 17–30
Slonosky VC, Jones PD, Davies TD (2001) Atmospheric circulation and surface temperature in Europe from the 18th century to 1995. Int J Climatol 21: 63–75
Smith TM, Livezey RE (1999) GCM systematic error correction and specification of the seasonal mean Pacific-North America region atmosphere from global SSTs. J Clim 12: 273–288
Trenberth KE (1990) Recent observed interdecadal climate changes in the Northern Hemisphere. Bull Am Meteorol Soc 71: 989–993
Trenberth KE (1995) Atmospheric circulation climate changes. Clim Change 31: 427–453
Trenberth K, Paolino DA (1980) The Northern Hemisphere sea-level pressure data set: trends, errors and discontinuities. Mon Weather Rev 108: 855–872
Trigo IF, Davies TD, Bigg GR (1999) Objective climatology of cyclones in the Mediterranean Region. J Clim 12: 1685–1696
Trigo IF, Davies TD, Bigg GR (2000) Decline in Mediterranean rainfall caused by weakening of Mediterranean cyclones. Geophys Res Lett 27: 2913–2916
Tsiourtis NX (2001) Drought management plans for the Mediterranean region. Report of the Water Development Department, Nicosia, Cyprus. Available at: http://www.pio.gov.cy/wdd/eng/scientific_articles/archieve2001/article03.htm
von Storch H, Zwiers FW (1999) Statistical analysis in climate research. Cambridge University Press, UK
Vose RS, Schmoyer RL, Steurer PM, Peterson TC, Heim R, Karl TR, Eischeid J (1992) The Global Historical Climatology Network: long-term monthly temperature, precipitation, sea level pressure, and station pressure data. ORNL/CDIAC-53, NDP- 041, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
Watson RT, Zinyowera RH, Moss H (1997) The regional impacts of climate change: an assessment of vulnerability. IPCC Spec Rep Working Group II. Cambridge University Press, UK
Wilks DS (1995) Statistical methods in the atmospheric sciences: an introduction. In: Dmowska R, Holton JR (eds.) Int Geophys Ser, 59. Academic Press, New York, USA
WMO (1986) Guidelines on the quality control of surface climatological data/prepared by Abbott PF (UK) as Rapporteur in the WMO Commission for Climatology. Geneva: WCP, (WCP-85). iv, appendices
Xoplaki E (2002) Climate variability over the Mediterranean. PhD thesis, University of Bern, Switzerland ([http://sinus.unibe.ch/klimet/docs/phd_xoplaki.pdf])
Xoplaki E, Luterbacher J, Burkard R, Patrikas I, Maheras P (2000) Connection between the large-scale 500 hPa geopotential height fields and precipitation over Greece during wintertime. Clim Res 14: 129–146
Xoplaki E, González-Rouco FJ, Gyalistras D, Luterbacher J, Rickli R, Wanner H (2002) Interannual summer air temperature variability over Greece and its connection to the large-scale atmospheric circulation and Mediterranean SSTs 1950–1999. Clim Dyn DOI 10.1007/s00382-002-0291-3
Xu JS (1993) The joint modes of the coupled atmosphere–ocean system observed from 1967 to 1987. J Clim 6: 816–838
Zorita E, von Storch H (1999) The analog method – a simple statistical downscaling technique: comparison with more complicated methods. J Clim 12: 2474–2489
Zorita E, Kharin V, von Storch H (1992) The atmospheric circulation and sea surface temperature in the North Atlantic area in winter: their interaction and relevance for Iberian precipitation. J Clim 5: 1097–1108
Acknowledgements.
The authors wish to express their thanks to the following institutions or persons, who kindly provided their valuable climate time series, through which the climate analysis for the Mediterranean region were made possible (in alphabetical order of the countries): Albania: Prof. Sanxhaku, Academy of Sciences, Hydrometeorological Institute, Tirana; Algeria: Dr. M. Kadi, Office National de la Météorologie Climate Center, Dar el Beida, Algiers Austria: Dres. I. Auer, R. Böhm and W. Schöner, Zentralanstalt für Meteorologie und Geodynamik (ZAMG), Vienna; Bosnia-Herzegovina: Dr. E. Sarac, Federal Meteorological Institute, Sarajevo; Bulgaria: National Institute of Meteorology and Hydrology, Bulgarian Academy of Sciences, Sofia and D. Lister, Climatic Research Unit, University of East Anglia, Norwich, UK; Croatia: Dr. M. Gajic-Capka, Meteorological and Hydrological Service of Croatia, Department for Meteorological Research, Zagreb; Cyprus: Dr. L. Hadjioannou, Ministry of Agriculture, Natural Resources and Environment, Meteorological Service, Nicosia; Greece: Hellenic National Meteorological Service, Hellinikon, Athens; Israel: Dr. A. Porat, Ministry of Transport, Israel Meteorological Service, Bet Dagan; Italy: Colonel Dr. M. Capaldo, Aeronautica Militare, Centro Nazionale di Meteorologia e Climatologia Aeronautica Aeroporto Pratica di Mare, Pomezia; Jordan: Dr. H. AL Sha'er, The Hashemite Kingdom of Jordan, Meteorological Department, Climate Division Amman Civil Airport, Amman; Lebanon: Dr. A. Bejjani, Republic of Lebanon, Ministry of Transport, Meteorological Services, Beirut; Libya: Dr. K. Elfadli, Libyan Meteorological Department, Climatological and Agrometeorological Section, Tripoli; Moldavia: Dr. L. Fisher, Hidrometeo Service (Chimet), Chisinau; Romania: Dr. A. Busuioc, National Institute of Meteorology and Hydrology, Bucharest; Skopje: Dr. N. Aleksovska, Hydrometeorological Institute of the FYR Macedonia, Meteorological and Climatological division, Skopje; Slovenia: Dres. T. Ovsenik-Jegliè, J. Miklavčič and B. Zupančič, Hydrometeorological Institute of Slovenia, Ministry of the environment and Physical Planning, Ljubliana; Switzerland: Swiss Meteorological Office (MeteoSchweiz), Zurich; Tunisia: Dr. M. Ketata and Prof. H. Hajji, République tunesienne, Ministère de Transport, Institute National de la Météorologique, Tunis-Carthage. For Egypt, France, Hungary, Malta, Morocco, Portugal, Serbia, Syria and Turkey the data have been obtained from the GHCN (Global Historical Climatology Network) version 2 and/or where kindly provided by the German Meteorological Service (DWD), Geschäftsfeld Seeschifffahrt and David Lister, Climatic Research Unit, University of East Anglia, Norwich, UK. Tommaso Abrate, Department of Hydrology and Water Resources, WMO, Geneva, Switzerland, provided us with addresses and relevant information on how to contact the responsible persons and institutions from the different countries. Dr. J. Fidel González-Rouco was partially funded by project REN-2000-0786-cli and Dr. Jürg Luterbacher was supported by the Swiss NCCR Climate programme.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Xoplaki, E., González-Rouco, J.F., Luterbacher, J. et al. Mediterranean summer air temperature variability and its connection to the large-scale atmospheric circulation and SSTs. Climate Dynamics 20, 723–739 (2003). https://doi.org/10.1007/s00382-003-0304-x
Received:
Accepted:
Published:
Issue date:
DOI: https://doi.org/10.1007/s00382-003-0304-x


