Skip to main content
Log in

Trends in extremes of temperature, dew point, and precipitation from long instrumental series from central Europe

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

Abstract

For the analysis of trends in weather extremes, we introduce a diagnostic index variable, the exceedance product, which combines intensity and frequency of extremes. We separate trends in higher moments from trends in mean or standard deviation and use bootstrap resampling to evaluate statistical significances. The application of the concept of the exceedance product to daily meteorological time series from Potsdam (1893 to 2005) and Prague–Klementinum (1775 to 2004) reveals that extremely cold winters occurred only until the mid-20th century, whereas warm winters show upward trends. These changes were significant in higher moments of the temperature distribution. In contrast, trends in summer temperature extremes (e.g., the 2003 European heatwave) can be explained by linear changes in mean or standard deviation. While precipitation at Potsdam does not show pronounced trends, dew point does exhibit a change from maximum extremes during the 1960s to minimum extremes during the 1970s.

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

Access this article

Subscribe and save

Springer+
from €39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Alexander LV, Zhang X, Peterson TC, Caesar J, Gleason B, Klein Tank AMG, Haylock M, Collins D, Trewin B, Rahimzadeh F, Tagipour A, Rupa Kumar K, Revadekar J, Griffiths G, Vincent L, Stephenson DB, Burn J, Aguilar E, Brunet M, Taylor M, New M, Zhai P, Rusticucci M, Vazquez-Aguirre JL (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res 111:D05109. doi:10.1029/2005JD006290

    Article  Google Scholar 

  • Alt E, Fickert R (1936) Die Hochwasserkatastrophe im östlichen Erzgebirge am 8. bis 9. Juli 1927. Springer, Berlin, p 15

    Google Scholar 

  • Beirlant J, Goegebeur Y, Teugels J, Segers J (2004) Statistics of extremes: theory and applications. Wiley, Chichester, p 490

    Book  Google Scholar 

  • Beniston M (2004) The 2003 heat wave in Europe: a shape of things to come? An analysis based on Swiss climatological data and model simulations. Geophys Res Lett 31:L02202. doi:10.1029/2003GL018857

    Article  Google Scholar 

  • Brabson BB, Palutikof JP (2002) The evolution of extreme temperatures in the central England temperature record. Geophys Res Lett 29:2163. doi:10.1029/2002GL015964

    Article  Google Scholar 

  • Brázdil R, Budíková M (1999) An urban bias in air temperature fluctuations at the Klementinum, Prague, The Czech Republic. Atmos Environ 33:4211–4217

    Article  Google Scholar 

  • Brázdil R, Dobrovolný P, Elleder L, Kakos V, Kotyza O, Květoň V, Macková J, Müller M, Štekl J, Tolasz R, Valášek H (2005) Historické a současné povodnĕ v České republice (Historical and recent floods in the Czech Republic). Masarykova univerzita, Český hydrometeorologický ústav, Brno, Praha, p 369

    Google Scholar 

  • Cox DR, Lewis PAW (1966) The statistical analysis of series of events. Methuen, London, p 285

    Google Scholar 

  • Della-Marta PM, Haylock MR, Luterbacher J, Wanner H (2007) Doubled length of western European summer heat waves since 1880. J Geophys Res 112:D15103. doi:10.1029/2007JD008510

    Article  Google Scholar 

  • Diffenbaugh NS, Pal JS, Giorgi F, Gao X (2007) Heat stress intensification in the Mediterranean climate change hotspot. Geophys Res Lett 34:L11706. doi:10.1029/2007GL030000

    Article  Google Scholar 

  • Efron B, Tibshirani RJ (1993) An introduction to the bootstrap. Chapman and Hall, London, p 436

    Google Scholar 

  • Fickert R (1934) Das Katastrophenhochwasser im Osterzgebirge im Juli 1927. Wilhelm und Berta von Baensch Stiftung, Dresden, p 92

    Google Scholar 

  • Frei C, Schär C (2001) Detection probability of trends in rare events: theory and application to heavy precipitation in the Alpine region. J Climate 14:1568–1584

    Article  Google Scholar 

  • Galambos J (1978) The asymptotic theory of extreme order statistics. Wiley, New York, p 352

    Google Scholar 

  • Gerstengarbe FW, Werner PC (2005) Katalog der Großwetterlagen Europas (1881–2004). Potsdam Institute for Climate Impact Research, Potsdam, p 148

    Google Scholar 

  • Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA (eds) (2001) Climate change 2001: the scientific basis. Contribution of Working Group I to the third assessment report of the Intergovernmental Panel on Climate Change. Cambridge Univ Press, Cambridge, p 881

  • Katzerowsky W (1895) Meteorologische Nachrichten aus den Archiven der Stadt Leitmeritz (1454–1865). Published oneself, Leitmeritz, p 30

    Google Scholar 

  • Khaliq MN, St-Hilaire A, Ouarda TBMJ, Bobée B (2005) Frequency analysis and temporal pattern of occurrences of southern Quebec heatwaves. Int J Climatol 25:485–504

    Article  Google Scholar 

  • Klein Tank AMG, Wijngaard JB, Können GP, Böhm R, Demarée G, Gocheva A, Mileta M, Pashiardis S, Hejkrlik L, Kern-Hansen C, Heino R, Bessemoulin P, Müller-Westermeier G, Tzanakou M, Szalai S, Pálsdóttir T, Fitzgerald D, Rubin S, Capaldo M, Maugeri M, Leitass A, Bukantis A, Aberfeld R, van Engelen AFV, Forland E, Mietus M, Coelho F, Mares C, Razuvaev V, Nieplova E, Cegnar T, López JA, Dahlström B, Moberg A, Kirchhofer W, Ceylan A, Pachaliuk O, Alexander LV, Petrovic P (2002) Daily dataset of 20th-century surface air temperature and precipitation series for the European Climate Assessment. Int J Climatol 22:1441–1453

    Article  Google Scholar 

  • Koenker R, Hallock KF (2001) Quantile regression. J Econ Perspect 15:143–156

    Article  Google Scholar 

  • Körber HG (1993) Die Geschichte des Meteorologischen Observatoriums Potsdam. Deutscher Wetterdienst, Offenbach am Main, p 129

    Google Scholar 

  • Künsch HR (1989) The jackknife and the bootstrap for general stationary observations. Ann Statist 17:1217–1241

    Article  Google Scholar 

  • Kyselý J (2002) Temporal fluctuations in heat waves at Prague–Klementinum, the Czech Republic, from 1901–97, and their relationship to atmospheric circulation. Int J Climatol 22:33–50

    Article  Google Scholar 

  • Lehmann A, Kalb M (1993) 100 Jahre meteorologische Beobachtungen an der Säkularstation Potsdam: 1893–1992. Deutscher Wetterdienst, Offenbach am Main, p 32

    Google Scholar 

  • Meehl GA, Tebaldi C (2004) More intense, more frequent, and longer lasting heat waves in the 21st century. Science 305:994–997

    Article  Google Scholar 

  • Moberg A, Jones PD, Lister D, Walther A, Brunet M, Jacobeit J, Alexander LV, Della-Marta PM, Luterbacher J, Yiou P, Chen D, Klein Tank AMG, Saladié O, Sigró J, Aguilar E, Alexandersson H, Almarza C, Auer I, Barriendos M, Begert M, Bergström H, Böhm R, Butler CJ, Caesar J, Drebs A, Founda D, Gerstengarbe F-W, Micela G, Maugeri M, Österle H, Pandzic K, Petrakis M, Srnec L, Tolasz R, Tuomenvirta H, Werner PC, Linderholm H, Philipp A, Wanner H, Xoplaki E (2006) Indices for daily temperature and precipitation extremes in Europe analyzed for the period 1901–2000. J Geophys Res 111:D22106. doi:10.1029/2006JD007103

    Article  Google Scholar 

  • Mudelsee M, Börngen M, Tetzlaff G, Grünewald U (2003) No upward trends in the occurrence of extreme floods in central Europe. Nature 425:166–169

    Article  Google Scholar 

  • Mudelsee M, Börngen M, Tetzlaff G, Grünewald U (2004) Extreme floods in central Europe over the past 500 years: role of cyclone pathway “Zugstrasse Vb”. J Geophys Res 109:D23101. doi:10.1029/2004JD005034

    Article  Google Scholar 

  • Nogaj M, Yiou P, Parey S, Malek F, Naveau P (2006) Amplitude and frequency of temperature extremes over the North Atlantic region. Geophys Res Lett 33:L10801. doi:10.1029/2005GL024251

    Article  Google Scholar 

  • Osborn TJ, Hulme M (2002) Evidence for trends in heavy rainfall events over the UK. Phil Trans R Soc Lond A 360:1313–1325

    Article  Google Scholar 

  • Redner S, Petersen MR (2006) Role of global warming on the statistics of record-breaking temperatures. Phys Rev E 74:061114. doi:10.1103/PhysRevE.74.061114

    Article  Google Scholar 

  • Robek A (1978) Mĕstské lidové kronikářství na Rychnovsku II, Edice lidových kronikářských textů. Československá akademie vĕd, Praha, p 208

    Google Scholar 

  • Schär C, Vidale PL, Lüthi D, Frei C, Häberli C, Liniger MA, Appenzeller C (2004) The role of increasing temperature variability in European summer heatwaves. Nature 427:332–336

    Article  Google Scholar 

  • Scherhag R (1948) Neue Methoden der Wetteranalyse und Wetterprognose. Springer, Berlin, p 424

    Google Scholar 

  • Schmidli J, Frei C (2005) Trends of heavy precipitation and wet and dry spells in Switzerland during the 20th century. Int J Climatol 25:753–771

    Article  Google Scholar 

  • Seneviratne SI, Lüthi D, Litschi M, Schär C (2006) Land–atmosphere coupling and climate change in Europe. Nature 443:205–209

    Article  Google Scholar 

  • Smith RL, Tawn JA, Coles SG (1997) Markov chain models for threshold exceedances. Biometrika 84:249–268

    Article  Google Scholar 

  • Solomon S, Qin D, Manning M, Marquis M, Averyt K, Tignor MMB, Miller HL Jr, Chen Z (eds) (2007) Climate Change 2007: the physical science basis. Contribution of Working Group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge Univ Press, Cambridge, p 996

  • Štekl J, Brázdil R, Kakos V, Jež J, Tolasz R, Sokol Z (2001) Extrémní denní srážkové úhrny na území ČR v období 1879–2000 a jejich synoptické příčiny (Extreme daily precipitation on the territory of the Czech Republic in the period 1879–2000 and their synoptic causes). Národní klimatický program Česká republika, Praha, p 140

    Google Scholar 

  • Ulbrich U, Brücher T, Fink AH, Leckebusch GC, Krüger A, Pinto JG (2003a) The central European floods of August 2002: Part 1 – rainfall periods and flood development. Weather 58:371–377

    Article  Google Scholar 

  • Ulbrich U, Brücher T, Fink AH, Leckebusch GC, Krüger A, Pinto JG (2003b) The central European floods of August 2002: Part 2 – Synoptic causes and considerations with respect to climatic change. Weather 58:434–442

    Article  Google Scholar 

  • van Bebber WJ (1898) Die Wettervorhersage, 2nd edn. Enke, Stuttgart, p 219

    Google Scholar 

  • Vautard R, Yiou P, D’Andrea F, de Noblet N, Viovy N, Cassou C, Polcher J, Ciais P, Kageyama M, Fan Y (2007) Summertime European heat and drought waves induced by wintertime Mediterranean rainfall deficit. Geophys Res Lett 34:L07711. doi:10.1029/2006GL028001

    Article  Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge the profound review comments on the theory of multivariate extremes and on previous work. We thank Friedrich-Wilhelm Gerstengarbe and Peter Werner for comments on a previous version of the manuscript. We are grateful to Andrea Bleyer for proofreading. Financial support by the Deutsche Forschungsgemeinschaft (TE 51/25) is acknowledged. Rudolf Brázdil was supported by research project MŠM0021622412 (INCHEMBIOL). A software version of the exceedance product method is available from www.mudelsee.com.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. Mudelsee.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kürbis, K., Mudelsee, M., Tetzlaff, G. et al. Trends in extremes of temperature, dew point, and precipitation from long instrumental series from central Europe. Theor Appl Climatol 98, 187–195 (2009). https://doi.org/10.1007/s00704-008-0094-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue date:

  • DOI: https://doi.org/10.1007/s00704-008-0094-5

Keywords