Abstract
In this study the potential future changes in various aspects of daily precipitation events over Europe as a consequence of the anticipated future increase in the atmospheric greenhouse gas concentrations are investigated. This is done by comparing two 3-member ensembles of simulations with the HIRHAM regional climate model for the period 1961–1990 and 2071–2100, respectively. Daily precipitation events are characterized by their frequency and intensity, and heavy precipitation events are described via 30-year return levels of daily precipitation. Further, extended periods with and without rainfall (wet and dry spells) are studied, considering their frequency and length as well as the average and extreme amounts of precipitation accumulated during wet spells, the latter again described via 30-year return levels. The simulations show marked changes in the characteristics of daily precipitation in Europe due to the anticipated greenhouse warming. In winter, for instance, the frequency of wet days is enhanced over most of the European continent except for the region on the Norwegian west coast and the Mediterranean region. The changes in the intensity and the 30-year return level of daily precipitation are characterized by a similar pattern except for central Europe with a tendency of decreased 30-year return levels and increased precipitation intensity. In summer, on the other hand, the frequency of wet days is decreased over most of Europe except for northern Scandinavia and the Baltic Sea region. In contrast, the precipitation intensity and the 30-year return level of daily precipitation are increased over entire Scandinavia, central and eastern Europe. The changes in the 30-year return level of daily precipitation are generally stronger than the corresponding changes in the precipitation intensity but can have opposite signs in some regions. Also the distribution of wet days is changed in the future. During summer, for instance, both the frequency and the length of dry spells are substantially increased over most of the European continent except for the Iberian Peninsula. The frequency and the length of wet spells, on the other hand, are generally reduced during summer and increased during winter, again, with the exception of the Iberian Peninsula. The future changes in the frequency of wet days in winter are related to a change in the large-scale flow over the North Atlantic and a corresponding shift of the North Atlantic storm track. The reduction in the frequency of wet days in summer is related to a northward extension of the dry subtropical region in the future, with a reduction of the convective activity because of the large-scale sinking motion in the downward branch of the Hadley cell. Because the atmosphere contains more moisture in the warmer future climate, the amount of precipitation associated with individual low-pressure systems or with individual convective events is increased, leading to a general increase in the intensity of individual precipitation events. Only in regions, where all the moisture evaporates from the ground already in spring, the intensity of precipitation events is reduced in summer.











Similar content being viewed by others
References
Beniston M, Stephenson DB, Christensen OB, Ferro CAT, Frei C, Goyette S, Halsnæs K, Holt T, Jylhä K, Koffi B, Palutikoff J, Schöll R, Semmler T, Woth K (2007) Future extreme events in European climate: an exploration of Regional Climate Model projections. Clim Change 81:71–95
Christensen JH, Christensen OB (2003) Severe summer time flooding in Europe. Nature 421:805–806
Christensen JH, Christensen OB (2007) A summary of the PRUDENCE model projections of changes in European climate by the end of this century. Clim Change 81:7–30
Christensen OB (1999) Relaxation of soil variables in a regional climate model. Tellus 51A:674–685
Christensen OB, Christensen JH (2004) Intensification of extreme European summer precipitation in a warmer climate. Glob Planet Change 44:107–117
Christensen OB, Christensen JH, Machenhauer B, Botzet M (1998) Very high resolution regional climate simulations over Scandinavia—present climate. J Clim 11:3204–3229
Coles S (2001) An introduction to statistical modeling of extreme values. Springer, London, p 208
Crutcher HL (1975) A note on the possible misuse of the Kolmogorov–Smirnov test. J Appl Meteorol 14:1600–1603
Durman CF, Gregory JM, Hassell DC, Jones RG, Murphy JM (2001) A comparison of extreme European daily precipitation simulated by a global and a regional climate model for present and future climates. Q J R Meteorol Soc 127:1005–1015
Frei C, Christensen JH, Déqué M, Jacob D, Jones RG, Vidale PL (2003) Daily precipitation statistics in regional climate models: evaluation and intercomparison for the European Alps. J Geophys Res 108:10.1029/2002JD002287
Frei C, Schöll R, Fukutome S, Schmidli J, Vidale PL (2006) Future change in of precipitation extremes in Europe: intercomparison of scenarios from regional climate models. J Geophys Res 111:10.1029/2005JD005965
Frich P, Alexander LV, Della-Marta P, Gleason B, Klein-Tank AMG, Peterson T (2002) Observed coherent changes in climatic extremes during the second half of the 20th century. Clim Res 19:193–212
Hosking JRM (1990) L-moments: analysis and estimation of distributions using linear combinations of order statistics. J R Stat Soc B52:105–124
Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CS (eds) (2001) Climate change 2001. The scientific basis. Cambridge University Press, Cambridge, UK, p 881
Huntingford C, Jones RG, Prudhomme C, Lamb R, Gash JHC, Jones DA (2003) Regional climate-model predictions of extreme rainfall for a changing climate. Q J R Meteorol Soc 129:1607–1621
Jones RG, Murphy JM, Hassell D, Taylor R (2001) Ensemble mean changes in a simulation of the European climate of 2071–2100 using the new Hadley Centre regional modelling system HadAM3H/HadRM3H. Hadley Centre internal report, Bracknell, UK
Jones RG, Reid PA (2001) Assessing future changes in extreme precipitation over Britain using regional climate model simulations. Int J Climatol 21:1337–1356
Kharin VV, Zwiers FW (2000) Changes in the extremes in an ensemble of transient climate simulations with a coupled atmosphere ocean GCM. J Clim 13:3760–3788
Kjellström E, Döscher R, Meier HEM (2005) Atmospheric response to different sea surface temperatures in the Baltic Sea: coupled versus uncoupled regional model experiments. Nord Hydrol 36:397–409
Klein Tank AMG, 38 co-authors (2002) Daily data set of 20th century surface air temperature and precipitation time series for the European Climate Assessment. Int J Climatol 22:1441–1453
May W (2004a) Simulation of the variability and extremes of daily rainfall during the Indian summer monsoon for present and future times in a global time-slice experiment. Clim Dyn 22:183–204
May W (2004b) Variability and extremes of daily rainfall during the Indian summer monsoon in the period 1901–1989. Glob Planet Change 44:83–105
May W (2007) The simulation of the variability and extremes of daily precipitation over Europe by the HIRHAM regional climate model. Glob Planet Change 57:59–82
May W, Roeckner E (2001) A time-slice experiment with the ECHAM4 AGCM at high resolution: the impact of horizontal resolution on annual mean climate change. Clim Dyn 17:407–420
May W, Voss R, Roeckner E (2002) Changes in the mean and extremes of the hydrological cycle in Europe under enhanced greenhouse gas conditions in a global time-slice experiment. In: Beniston M (ed) Climatic change: implications for the hydrological cycle and for water management. Advances in global change research, vol 10. Kluwer, Dordrecht, pp 1–29
Nakićenović NJ, 27 co-authors (2000) IPCC special report on emission scenarios. Cambridge University Press, Cambridge, UK, p 599
Räisänen J, Hansson U, Ullerstig A, Döscher R, Graham LP, Jones C, Meier HEM, Samuelson P, Willén U (2004) European climate in the late twenty-first century: regional simulations with two driving global models and two forcing scenarios. Clim Dyn 22:13–31
Semenov VA, Bengtsson L (2002) Secular trends in daily precipitation characteristics: greenhouse gas simulation with a coupled AOGCM. Clim Dyn 19:123–140
Semmler T, Jacob D (2004) Modeling extreme precipitation events—a climate change simulation over Europe. Glob Planet Change 44:119–127
Seneviratne SI, Pal JS, Eltahir EAB, Schär C (2002) Summer dryness in a warmer climate: a process study with a regional climate model. Clim Dyn 20:69–85
Stephens MA (1970) Use of the Kolmogorov–Smirnov, Cramer-von-Mises and related statistics without extensive tables. J R Stat Soc B32:115–122
Voss R, May W, Roeckner E (2002) Enhanced resolution modelling study on anthropogenic climate change: changes in extremes of the hydrological cycle. Int J Climatol 22:755–777
Wilks DS (1995) Statistical methods in the atmospheric sciences. Academic, San Diego, p 467
Zwiers FW, Kharin VV (1998) Changes in the extremes of the climate simulated by CCC GCM2 under CO2 doubling. J Clim 11:2200–2222
Acknowledgements
I thank Ole B. Christensen for providing the data from the model simulations and the two anonymous reviewers for very helpful comments. This work was supported by the European Commission through the PRUDENCE (prediction of regional scenarios and uncertainties for defining European climate change risks and effects) project under contract no. EVK2-2001-00132 and by the Danish Ministry of Transportation and Energy.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
May, W. Potential future changes in the characteristics of daily precipitation in Europe simulated by the HIRHAM regional climate model. Clim Dyn 30, 581–603 (2008). https://doi.org/10.1007/s00382-007-0309-y
Received:
Accepted:
Published:
Issue date:
DOI: https://doi.org/10.1007/s00382-007-0309-y


