Skip to main content

Advertisement

Log in

Links between circulation indices and precipitation in the Mediterranean in an ensemble of regional climate models

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

Spatial and temporal variability of precipitation in the Mediterranean is related to atmospheric circulation patterns such as the North Atlantic Oscillation (NAO), the Mediterranean Oscillation (MO) and the Western Mediterranean Oscillation (WeMO). This study examines ability of an ensemble of 12 regional climate model (RCM) simulations to reproduce observed links between these circulation indices and precipitation, as well as how these links may change in the late twenty-first century. We focus on the winter season and differences in precipitation amounts on the highest and lowest 25 % of days according to a given index. The relationships are evaluated against the E-OBS data set for 1961–1990. The observed pattern of differences in precipitation between positive and negative phases is generally similar for MO and NAO, which relates to the high correlation between these indices. Most regional climate models (RCMs) simulate links between the circulation indices and precipitation over most of the Mediterranean area reasonably well, especially for the MO and WeMO indices. The RCM with the largest deficiencies in reproducing the links is HadRM for all indices. The spatial patterns of differences in daily precipitation under positive and negative phases of the circulation indices for the future scenario (2070–2099) are similar to those for the control climate for all indices. This suggests that NAO, MO and WeMO are likely to play similar roles in affecting precipitation in the Mediterranean also in the future. However, increased NAO and decreased WeMO index, projected in most examined RCMs for the late twenty-first century in winter, may affect overall precipitation patterns.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Angulo-Martínez M, Beguería S (2012) Do atmospheric teleconnection patterns influence rainfall erosivity? A study of NAO, MO and WeMO in NE Spain, 1955–2006. J Hydrol 450–451:168–179

    Article  Google Scholar 

  • Beranová R, Huth R (2008) Time variations of the effects of circulation variability modes on European temperature and precipitation in winter. Int J Climatol 28:139–158

    Article  Google Scholar 

  • Beranová R, Kyselý J (2013) Relationships between the North Atlantic Oscillation index and temperatures in Europe in global climate models. Stud Geophys Geod 57:138–153

    Article  Google Scholar 

  • Black E (2012) The influence of the North Atlantic Oscillation and European circulation regimes on the daily to interannual variability of winter precipitation in Israel. Int J Climatol 32:1654–1664

    Article  Google Scholar 

  • Bladé I, Fortuny D, van Oldenborgh GJ, Liebmann B (2012) The summer North Atlantic Oscillation in CMIP3 models and related uncertainties in projected summer drying in Europe. J Geophys Res 117. doi:10.1029/2012JD017816

  • Casado MJ, Pastor MA (2012) Use of variability modes to evaluate AR4 climate models over the Euro-Atlantic region. Clim Dyn 38:225–237

    Article  Google Scholar 

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

    Google Scholar 

  • Conte M, Giuffrida S, Tedesco S (1989) The Mediterranean oscillation: impact on precipitation and hydrology in Italy. Proc conference on climate and water, vol. 1. Academy of Finland, 9: 121–137

  • Demuzere M, Werner M, van Lipzig NPM, Roeckner E (2009) An analysis of present and future ECHAM5 pressure fields using a classification of circulation patterns. Int J Climatol 29:1796–1810

    Article  Google Scholar 

  • Dünkeloh A, Jacobeit J (2003) Circulation dynamics of Mediterranean precipitation variability 1948–98. Int J Climatol 23:1843–1866

    Article  Google Scholar 

  • Feidas H, Noulopoulou C, Makrogiannis T, Bora-Senta E (2007) Trend analysis of precipitation time series in Greece and their relationship with circulation using surface and satellite data: 1955–2001. Theor Appl Climatol 87:155–177

    Article  Google Scholar 

  • Flocas HA, Hatzaki M, Tolika K, Anagnostopoulou C, Kostopoulou E, Giannakopoulos C, Kolokytha E, Tegoulias I (2011) Ability of RCM/GCM couples to represent the relationship of large scale circulation to climate extremes over the Mediterranean region. Clim Res 46:197–209

    Article  Google Scholar 

  • Giorgi F, Lionello P (2008) Climate change projections for the Mediterranean region. Glob Planet Chang 63:90–104

    Article  Google Scholar 

  • Gonzalez-Hidalgo JC, Lopez-Bustins J-A, Štěpánek P, Martin-Vide J, de Luisa M (2009) Monthly precipitation trends on the Mediterranean fringe of the Iberian Peninsula during the second-half of the twentieth century (1951–2000). Int J Climatol 29:1415–1429

    Article  Google Scholar 

  • Goodess CM, Jones PD (2002) Links between circulation and changes in the characteristics of Iberian rainfall. Int J Climatol 22:1593–1615

    Article  Google Scholar 

  • Haylock MR, Hofstra N, Klein Tank AMG, Klok EJ, Jones PD, New M (2008) A European daily high-resolution gridded data set of surface temperature and precipitation for 1950–2006. J Geophys Res 113. doi:10.1029/2008JD010201

  • Herrera S, Fita L, Fernández J, Gutiérrez JM (2010) Evaluation of the mean and extreme precipitation regimes in the ENSEMBLES RCM multi-model dataset over Spain. J Geophys Res 115. doi:10.1029/2010JD013936

  • Hertig E, Seubert S, Paxian A, Vogt G, Paeth H, Jacobeit J (2013) Changes of total versus extreme precipitation and dry periods until the end of the twenty-first century: statistical assessments for the Mediterranean area. Theor Appl Climatol 111:1–20

    Article  Google Scholar 

  • Hurrell JW (1995) Decadal trends in the North Atlantic Oscillation: regional temperatures and precipitation. Science 269:676–679

    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 

  • Jones PD, Jonsson T, Wheeler D (1997) Extension of the North Atlantic Oscillation using early instrumental pressure observations from Gibraltar and south-west Iceland. Int J Climatol 17:1433–1450

    Article  Google Scholar 

  • Jones RG, Noguer M, Hassell DC, Hudson D, Wilson SS, Jenkins GJ, Mitchell JFB (2004) Generating high-resolution climate change scenarios using PRECIS. Met Office Hadley Centre, Exeter

    Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R et al (1996) The NCEP/NCAR 40-year reanalyses project. Bull Am Meteorol Soc 77:437–471

    Article  Google Scholar 

  • Krichak SO, Alpert P (2005) Signatures of the NAO in the atmospheric circulation during wet winter months over the Mediterranean region. Theor Appl Climatol 82:27–39

    Article  Google Scholar 

  • López J, Francés F (2013) Non-stationary flood frequency analysis in continental Spanish rivers, using climate and reservoir indices as external covariates. Hydrol Earth Syst Sci 17:3189–3203

    Article  Google Scholar 

  • Lopez-Bustins J-A, Martin-Vide J, Sanchez-Lorenzo A (2008) Iberia winter rainfall trends based upon changes in teleconnection and circulation patterns. Glob Planet Chang 63:171–176

    Article  Google Scholar 

  • López-Moreno JI, Vicente-Serrano SM, Morán-Tejeda E, Lorenzo-Lacruz J, Kenawy A, Beniston M (2011) Effects of the North Atlantic Oscillation (NAO) on combined temperature and precipitation winter modes in the Mediterranean mountains: observed relationships and projections for the 21st century. Glob Planet Chang 77:62–76

    Article  Google Scholar 

  • Martin-Vide J, Lopez-Bustins J-A (2006) The Western Mediterranean Oscillation and rainfall in the Iberian Peninsula. Int J Climatol 26:1455–1475

    Article  Google Scholar 

  • Palutikof JP (2003) Analysis of Mediterranean climate data: measured and modelled. Mediterranean climate: variability and trends. Springer, Berlin

    Google Scholar 

  • Philandras CM, Nastos PT, Kapsomenakis J, Douvis KC, Tselioudis G, Zerefos CS (2011) Long term precipitation trends and variability within the Mediterranean region. Nat Hazards Earth Syst Sci 11:3235–3250

    Article  Google Scholar 

  • Rauscher SA, Coppola E, Piani C, Giorgi F (2010) Resolution effects on regional climate model simulations of seasonal precipitation over Europe. Clim Dyn 35:685–711

    Article  Google Scholar 

  • Rosenzweig C, Casassa G, Karoly DJ, Imeson A, Liu C, Menzel A, Rawlins S, Root TL, Seguin B, Tryjanowski P, Hanson CE (2007) Assessment of observed changes and responses in natural and managed systems. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ (Eds) Climate change 2007: Impacts, adaptation and vulnerability. Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, pp 79–131

  • Samuelsson P, Gollvik S, Hansson U, Jones C, Kjellström E, Nikulin G, Ullerstig A, Willén U, Wyser K (2010) The Rossby Centre regional climate model RCA3: model description and performance. Tellus 63A. doi:10.1111/j.1600-0870.2010.00478.x

  • Santos JA, Corte-Real J, Ulbrich U, Palutikof J (2007) European winter precipitation extremes and large-scale circulation: a coupled model and its scenarios. Theor Appl Climatol 87:85–102

    Article  Google Scholar 

  • Scaife AA, Folland CK, Alexander LV, Moberg A, Knight JR (2008) European climate extremes and the North Atlantic Oscillation. J Clim 21:72–83

    Article  Google Scholar 

  • Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (Eds) Climate change 2007—the physical science basis. Contribution of working group I to the IPCC fourth assessment report. Cambridge University Press, Cambridge

  • Steppeler J, Doms G, Schättler U, Bitzer HW, Gassmann A, Damrath U, Gregoric G (2003) Meso-gamma scale forecasts using the nonhydrostatic model LM. Meteorol Atmos Phys 82:75–96

    Article  Google Scholar 

  • Stoner AMK, Hayhoe K, Wuebbles DJ (2009) Assessing general circulation model simulations of atmospheric teleconnection patterns. J Clim 22:4348–4372

    Article  Google Scholar 

  • Törnros T (2013) On the relationship between the Mediterranean Oscillation and winter precipitation in the Southern Levant. Atmos Sci Lett 14:287–293

    Article  Google Scholar 

  • Tramblay Y, El Adlouni S, Servat E (2013) Trends and variability in extreme precipitation indices over Maghreb countries. Nat Hazards Earth Syst Sci 13:3235–3248

    Article  Google Scholar 

  • van der Linden P, Mitchell JFB (eds) (2009) ENSEMBLES: climate change and its impacts: summary of research and results from the ENSEMBLES project. Met Office Hadley Centre, Exeter

    Google Scholar 

  • van Meijgaard E, van Ulft LH, van de Berg WJ, Bosveld FC, van den Hurk BJJM, Lenderink G, Siebesma AP (2008) The KNMI regional atmospheric climate model RACMO, version 2.1. KNMI Tech Rep 302, R Neth Meteorol Inst, De Bilt, Netherlands

  • Vicente-Serrano SM, López-Moreno JI, Drumond A, Gimeno L, Nieto R, Morán-Tejeda E, Lorenzo-Lacruz J, Beguería S, Zabalza J (2011) Effects of warming processes on droughts and water resources in the NW Iberian Peninsula (1930–2006). Clim Res 48:203–212

    Article  Google Scholar 

  • Villarini G, Smith JA, Napolitano F (2010) Nonstationary modeling of a long record of rainfall and temperature over Rome. Adv Water Resour 33:1256–1267

    Article  Google Scholar 

  • Villarini G, Smith JA, Serinaldi F, Ntelekos AA, Schwarz U (2012) Analyses of extreme flooding in Austria over the period 1951–2006. Int J Climatol 32:1178–1192

    Article  Google Scholar 

  • Xoplaki E, Gonzalez-Rouco FJ, Luterbacher J, Wanner H (2004) Wet season Mediterranean precipitation variability: influence of large-scale dynamics. Clim Dyn 23:63–78

    Article  Google Scholar 

Download references

Acknowledgments

The study was supported by the Czech Science Foundation under project P209/10/2265. The ENSEMBLES data was funded by the EU-FP6 project ENSEMBLES (contract number 505539).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Romana Beranová.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Beranová, R., Kyselý, J. Links between circulation indices and precipitation in the Mediterranean in an ensemble of regional climate models. Theor Appl Climatol 123, 693–701 (2016). https://doi.org/10.1007/s00704-015-1381-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-015-1381-6

Keywords

Navigation