Skip to main content

Advertisement

Log in

Twenty-first century changes in snowfall climate in Northern Europe in ENSEMBLES regional climate models

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

Changes in snowfall in northern Europe (55–71°N, 5–35°E) are analysed from 12 regional model simulations of twenty-first century climate under the Special Report on Emissions Scenarios A1B scenario. As an ensemble mean, the models suggest a decrease in the winter total snowfall in nearly all of northern Europe. In the middle of the winter, however, snowfall generally increases in the coldest areas. The borderline between increasing and decreasing snowfall broadly coincides with the −11 °C isotherm in baseline (1980–2010) monthly mean temperature, although with variation between models and grid boxes. High extremes of daily snowfall remain nearly unchanged, except for decreases in the mildest areas, where snowfall as a whole becomes much less common. A smaller fraction of the snow in the simulated late twenty-first century climate falls on severely cold days and a larger fraction on days with near-zero temperatures. Not only do days with low temperatures become less common, but they also typically have more positive anomalies of sea level pressure and less snowfall for the same temperature than in the present-day climate.

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
Fig. 7
Fig. 8

Similar content being viewed by others

References

  • Andræ U (2002) The Gävle 1998 snow storm. A case study of mesoscale snow bands and a low level jet. EGS XXVII General Assembly, Nice, 21–26 April 2002, abstract #1490

  • Collins M, Booth BB, Bhaskaran B, Harris GR, Murphy JM, Sexton DMH, Webb MJ (2010) Climate model errors, feedbacks and forcings: a comparison of perturbed physics and multi-model ensembles. Clim Dyn 36:1737–1766

    Article  Google Scholar 

  • Collins M, Knutti R, Arblaster J, Dufresne J-L, Fichefet T, Friedlingstein P, Gao X, Gutowski WJ, Johns T, Krinner G, Shongwe M, Tebaldi C, Weaver AJ, Wehner M (2013) Long-term climate change: projections, commitments and irreversibility. In: Stocker TF et al (eds) Climate change 2013: the physical science basis. Cambridge University Press, Cambridge, pp 1029–1136

  • de Vries H, Haarsma RJ, Hazeleger W (2012) On the future reduction in snowfall in western and central Europe. Clim Dyn 41:2319–2330

    Article  Google Scholar 

  • de Vries H, Lenderink G, van Meijgaard E (2014) Future snowfall in western and central Europe projected with a high-resolution regional climate model ensemble. Geophys Res Lett 41:4294–4299

    Article  Google Scholar 

  • Déqué M, Rowell DP, Lüthi D, Giorgi F, Christensen JH, Rockel B, Jacob D, Kjellström E, de Castro M, van den Hurk B (2007) An intercomparison of regional climate simulations for Europe: assessing uncertainties in model projections. Clim Change 81(Suppl 1):53–70

    Article  Google Scholar 

  • Eisenberg D, Warner KE (2005) Effects of snowfalls on motor vehicle collisions, injuries, and fatalities. Am J Public Health 95:120–124

    Article  Google Scholar 

  • Haylock MR, Hofstra N, Klein Tank AMG, Klok EJ, Jones PD, New M (2008) A European daily high-resolution gridded dataset of surface temperature and precipitation. J Geophys Res 113:D20119

    Article  Google Scholar 

  • Kapnick SB, Delworth TL (2013) Controls of global snow under a changed climate. J Clim 26:5537–5562

    Article  Google Scholar 

  • Karlsson C (2014) Statistisk av halkolyckor jämförd med Meteorologiska institutets vädermeddelanden för fotgängare (Statistics of falling accidents compared with the weather reports for pedestrians issued by the Finnish Meterological Institute, in Swedish). MSc thesis, Department of Physics, University of Helsinki, 55 pp. https://helda.helsinki.fi/handle/10138/42542

  • Krasting JP, Broccoli AJ, Dixon KW, Lanzante JR (2013) Future changes in Northern Hemisphere snowfall. J Clim 26:7813–7828

    Article  Google Scholar 

  • Lehtonen I (2015) Four consecutive snow-rich winters in Southern Finland: 2009/2010-2012/2013. Weather 70:3–8

    Article  Google Scholar 

  • Li L, Pomeroy JW (1997) Estimates of threshold wind speeds for snow transport using meteorological data. J Appl Meteorol 36:205–213

    Article  Google Scholar 

  • Nakićenović N, Swart R (eds) (2000) Emission scenarios. A special report of Working Group III of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge

  • O’ Gorman P (2014) Contrasting responses of mean and extreme snowfall to climate change. Nature 512:416–418

    Article  Google Scholar 

  • Räisänen J (2008) Warmer climate: less or more snow? Clim Dyn 30:307–319

    Article  Google Scholar 

  • Räisänen J, Eklund J (2012) 21st Century changes in snow climate in Northern Europe: a high-resolution view from ENSEMBLES regional climate models. Clim Dyn 38:2575–2591

    Article  Google Scholar 

  • Räisänen J, Ylhäisi JS (2014) CO2-induced climate change in northern Europe: CMIP2 vs. CMIP3 vs. CMIP5. Clim Dyn. doi:10.1007/s00382-014-2440-x

  • Räisänen J, Hansson U, Ullerstig A, Döscher R, Graham LP, Jones C, Meier HEM, Samuelsson P, Willén U (2004) European climate in the late 21st century: regional simulations with two driving global models and two forcing scenarios. Clim Dyn 22:13–31

    Article  Google Scholar 

  • Rális ZA (1981) Epidemic of fractures during period of snow and ice. Br Med J 282:603–605

    Article  Google Scholar 

  • Rogelj J, Meinshausen M, Knutti R (2012) Global warming under old and new scenarios using IPCC climate sensitivity range estimates. Nat Clim Change 2:248–253

    Article  Google Scholar 

  • Ruotsalainen J, Ruuhela R, Kangas M (2004) Preventing pedestrian slipping accidents with help of a weather and pavement condition model. Walk21-V Ctities for People, Copenhagen, 9–11 June 2004. http://www.walk21.com/papers/Copenhagen%2004%20Ruotsalainen%20Preventing%20pedestrian%20slipping%20ac.pdf

  • Savijärvi HI (2012) Cold air outbreaks over high-latitude sea gulfs. Tellus 64A:12244

    Google Scholar 

  • Seneviratne SI, Nicholls N, Easterling D, Goodess CM, Kanae S, Kossin J, Luo Y, Marengo J, McInnes K, Rahimi M, Reichstein M, Sorteberg A, Vera C, Zhang X (2012) Changes in climate extremes and their impacts on the natural physical environment. In: Field CB et al. (eds) Managing the risks of extreme events and disasters to advance climate change adaptation. Cambridge University Press, Cambridge, pp 109–230

  • Tilastokeskus (2014) Suomen tilastollinen vuosikirja 2014 (Statistical Yearbook of Finland 2014; in Finnish). Edita Prima Oy, Helsinki, 692 pp. http://www.stat.fi/tup/julkaisut/tiedostot/julkaisuluettelo/yyti_stv_201400_2014_10374_net.pdf

  • van den Besselaar EJM, Haylock MR, van der Schrier G, Klein Tank AMG (2011) A European daily high-resolution observational gridded data set of sea level pressure. J Geophys Res 116:D11110

    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, FitzRoy Road, Exeter EX1 3PB, UK, 160 pp

  • van Vuuren DP, Edmons J, Kainuma M, Riahi K, Thomson A, Hibbard K, Hurtt GC, Kram T, Krey V, Lamarque J-F, Masui T, Meinshausen M, Nakićenović N, Smith SJ, Rose SK (2011) The representative concentration pathways: an overview. Clim Change 109:5–31

    Article  Google Scholar 

Download references

Acknowledgments

The RCM simulations used in this study were obtained from the EU-FP6 project ENSEMBLES (Contract number 505539). We also acknowledge the E-OBS dataset from the ENSEMBLES project (http://ensembles-eu.metoffice.com) and the data providers in the ECA&D project (http://www.ecad.eu). This work was supported by the Academy of Finland Centre of Excellence in Atmospheric Science—From Molecular and Biological processes to the Global Climate (project 272041). The constructive comments from two anonymous reviewers helped to improve this article.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jouni Räisänen.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Räisänen, J. Twenty-first century changes in snowfall climate in Northern Europe in ENSEMBLES regional climate models. Clim Dyn 46, 339–353 (2016). https://doi.org/10.1007/s00382-015-2587-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-015-2587-0

Keywords

Navigation