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Climate Dynamics

, Volume 29, Issue 2–3, pp 251–275 | Cite as

Summer heat waves over western Europe 1880–2003, their relationship to large-scale forcings and predictability

  • P. M. Della-MartaEmail author
  • J. Luterbacher
  • H. von Weissenfluh
  • E. Xoplaki
  • M. Brunet
  • H. Wanner
Article

Abstract

We investigate the large-scale forcing and teleconnections between atmospheric circulation (sea level pressure, SLP), sea surface temperatures (SSTs), precipitation and heat wave events over western Europe using a new dataset of 54 daily maximum temperature time series. Forty four of these time series have been homogenised at the daily timescale to ensure that the presence of inhomogeneities has been minimised. The daily data have been used to create a seasonal index of the number of heat waves. Using canonical correlation analysis (CCA), heat waves over western Europe are shown to be related to anomalous high pressure over Scandinavia and central western Europe. Other forcing factors such as Atlantic SSTs and European precipitation, the later as a proxy for soil moisture, a known factor in strengthening land–atmosphere feedback processes, are also important. The strength of the relationship between summer SLP anomalies and heat waves is improved (from 35%) to account for around 46% of its variability when summer Atlantic and Mediterranean SSTs and summer European precipitation anomalies are included as predictors. This indicates that these predictors are not completely collinear rather that they each have some contribution to accounting for summer heat wave variability. However, the simplicity and scale of the statistical analysis masks this complex interaction between variables. There is some useful predictive skill of summer heat waves using multiple lagged predictors. A CCA using preceding winter North Atlantic SSTs and preceding January to May Mediterranean total precipitation results in significant hindcast (1972–2003) Spearman rank correlation skill scores up to 0.55 with an average skill score over the domain equal to 0.28 ± 0.28. In agreement with previous studies focused on mean summer temperature, there appears to be some predictability of heat wave events on the decadal scale from the Atlantic Multidecadal Oscillation (AMO), although the long-term global mean temperature is also well related to western European heat waves. Combining these results with the observed positive trends in summer continental European SLP, North Atlantic SSTs and indications of a decline in European summer precipitation then possibly these long-term changes are also related to increased heat wave occurrence and it is important that the physical processes controlling these changes be more fully understood.

Keywords

Heat Wave Canonical Correlation Analysis Atlantic Multidecadal Oscillation Heat Wave Event Klein Tank 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Reference

  1. Alexander LV, et al (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res 111:D05109CrossRefGoogle Scholar
  2. Ansell TJ, et al (2006) Daily mean sea level pressure reconstructions for the European–North Atlantic region for the period 1850–2003. J Climate 19:2717–2742CrossRefGoogle Scholar
  3. Auer I, Böhm R, Schöner W (2001) Austrian long-term climate 1767–2000 multiple instrumental climate time series from central Europe. Techn. Ber., Zentralanstalt für Meteorologie und Geodynamik, WienGoogle Scholar
  4. Barnston AG, Livezey RL (1987) Classification, seasonality and persistence of low frequency atmospheric circulation patterns. Mon Wea Rev 117:1083–1123CrossRefGoogle Scholar
  5. Beck C, Grieser J, Rudolf B (2005) A new monthly precipitation climatology for 2005 the global land areas for the period 1951 to 2000. DWD, Klimastatusbericht KSB 2004, ISBN 3-88148-402-7:181–190Google Scholar
  6. Begert M, Schlegel T, Kirchhofer W (2005) Homogeneous temperature and precipitation series of Switzerland from 1864 to 2000. Int J Climatol 25:65–80CrossRefGoogle Scholar
  7. 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 31:2202–2202 CrossRefGoogle Scholar
  8. Bergström H, Moberg A (2002) Daily air temperature and pressure series for Uppsala (1722–1998). Clim Change 53:213–252 CrossRefGoogle Scholar
  9. Bhend J (2005) North Atlantic and European cyclones: their variability and change from 1881 to 2003. Master Thesis, Institute of Geography, University of Bern, SwitzerlandGoogle Scholar
  10. Black E, Blackburn M, Harison G, Hoskins B, Methven J (2004) Factors contributing to the summer 2003 European heatwave. Weather 59:217–223 CrossRefGoogle Scholar
  11. Brabson BB, Lister DH, Jones PD, Palutikof JP (2005) Soil moisture and predicted spells of extreme temperatures in Britain. J Geophys Res 110:D05104. doi:10.1029/2004JD005156Google Scholar
  12. Brohan P, Kennedy JJ, Haris I, Tett SFB, Jones PD (2006) Uncertainty estimates in regional and global observed temperature changes: a new dataset from 1850. J Geophys Res 111:D12106. doi:10.1029/2005JD006548Google Scholar
  13. Brunet M, Saladié O, Jones PD, Sigró J, Aguilar E, Moberg A, Lister D, Walther A, López (2006) The development of a new dataset of Spanish daily adjusted temperature series (SDATS) (1850-2003). Int J Climatol 26:1777–1802CrossRefGoogle Scholar
  14. Burt S (2004) The August 2003 heatwave in the United Kingdom: Part 1—Maximum temperatures and historical precedents. Weather 59:199–208 CrossRefGoogle Scholar
  15. Butler CJ, Suarez AMG, Coughlin ADS, Morrell C (2005) Air temperatures at Armagh observatory, northern Ireland, from 1796 to 2002. Int J Climatol 25:1055–1079 CrossRefGoogle Scholar
  16. Campbell EP (2005) Statistical modeling in nonlinear systems. J Climate 18:3388–3399 CrossRefGoogle Scholar
  17. Cassou C, Terray L, Phillips AS (2005) Tropical Atlantic influence on European heat waves. J Climate 18:2805–2811 CrossRefGoogle Scholar
  18. Caussinus H, Mestre O (2004) Detection and correction of artificial shifts in climate series. J Roy Stat Soc C-App 53:405–425 CrossRefGoogle Scholar
  19. Chatfield C (1996) The analysis of time series, an introduction. Chapman and Hall. 5. AuflGoogle Scholar
  20. Cherry S (1996) Singular value decomposition analysis and canonical correlation analysis. J Climate 9:2003–2009CrossRefGoogle Scholar
  21. Cleveland WS, Devlin SJ (1988) Locally-weighted fitting: an approach to fitting analysis by local fitting. J Am Stat Assoc 83:596–610 CrossRefGoogle Scholar
  22. Collins D, Della-Marta P, Plummer N, Trewin B (2000) Trends in annual frequencies of extreme temperature events in Australia. Aust Met Mag 49:277–292Google Scholar
  23. Colman A (1997) Prediction of summer central England temperature from preceding North Atlantic winter sea surface temperature. Int J Climatol 17:1285–1300 CrossRefGoogle Scholar
  24. Colman A, Davey M (1999) Prediction of summer temperature, rainfall and pressure in Europe from preceding winter North Atlantic ocean temperature. Int J Climatol 19:513–536 CrossRefGoogle Scholar
  25. Della-Marta P, Collins D, Braganza K (2004) Updating Australia’s high quality annual temperature dataset. Aust Met Mag 53:75–93 Google Scholar
  26. Della-Marta PM, Wanner H (2006) A method of homogenising the extremes and mean of daily temperature measurements. J Climate 19:4179–4197CrossRefGoogle Scholar
  27. Demarée G, Lachaert P, Verhoeve T, Thoen E (2002) The long-term daily Central Belgium Temperature (CBT) series (1767–1998) and early instrumental meteorological observations in Belgium. Clim Change 53:269–293 CrossRefGoogle Scholar
  28. Domonkos P, Kysely J, Piotrowicz K, Petrovic P, Likso T (2003) Variability of extreme temperature events in South-Central Europe during the 20th century and its relationship with large-scale circulation. Int J Climatol 23:987–1010CrossRefGoogle Scholar
  29. Easterling D, Peterson T (1995) A new method for detecting undocumented discontinuities in climatological time series. Int J Climatol 15:369–377 CrossRefGoogle Scholar
  30. Efron B, Gong G (1983) A leisurely look at the bootstrap, the jackknife, and cross-validation. Am Stat 37:36–48CrossRefGoogle Scholar
  31. Enfield DB, Mestas-Nunez AM, Trimble PJ (2001) The Atlantic multidecadal oscillation and its relation to rainfall and river flows in the continental US. Geophys Res Lett 28:2077–2080 CrossRefGoogle Scholar
  32. Ferranti L, Viterbo P (2006) The European summer of 2003: sensitivity to soil water initial conditions. J Climate 19:3659–3680CrossRefGoogle Scholar
  33. Findell KL, Delworth TL (2005) A modeling study of dynamic and thermodynamic mechanisms for summer drying in response to global warming. Geophys Res Lett 32:L16702 CrossRefGoogle Scholar
  34. Fink A, Brucher T, Kruger A, Leckebush G, Pinto J, Ulbrich U (2004) The 2003 European summer heatwaves and drought—synoptic diagnosis and impacts. Weather 59:209–216 CrossRefGoogle Scholar
  35. Frich P, Alexander L, Della-Marta P, Gleason B, Haylock M, Klein Tank A, Peterson T (2002) Observed coherent changes in climatic extremes during the second half of the twentieth century. Clim Res 19:193–212 Google Scholar
  36. Gruber S, Hoelzle M, Haeberli W (2004) Permafrost thaw and destabilization of Alpine rock walls in the hot summer of 2003. Geophys Res Lett 31:L13504 CrossRefGoogle Scholar
  37. Haylock M, Goodess C (2004) Interannual variability of European extreme winter rainfall and links with mean large-scale circulation. Int J Climatol 24:759–776CrossRefGoogle Scholar
  38. Herzog J, Müller-Westermeier G (1998) Homogenitätsprüfung und Homogenisierung klimatologischer Messreihen im Deutschen Wetterdienst. Techn. Ber. 202, Deutscher Wetterdienst Google Scholar
  39. Hess P, Brezowsky H (1977) Katalog der Großwetterlagen Europas 1881–1976. Techn. Ber. 3. Auflg., Ber. d. 113, Deutscher Wetterdienst, OffenbachGoogle Scholar
  40. Hurrell JW, Folland CK (2002) A change in the summer atmospheric circulation over the North Atlantic. CLIVAR Exchanges 7:52–54 Google Scholar
  41. Huth R, Kysely J, Pokorna L (2000) A GCM simulation of heat waves, dry spells, and their relationships to circulation. Clim Change 46:29–60 CrossRefGoogle Scholar
  42. IPCC (2001) Climate Change 2001: the scientific basis contribution of working group I to the third assessment report of the intergovernmental panel on climate change (IPCC). Cambridge University Press, CambridgeGoogle Scholar
  43. Klein Tank A (2002) Climate of Europe: assessment of observed daily temperature extremes and precipitation events. De Bilt, KNMI., Techn. Ber., KNMI, De Bilt, The NetherlandsGoogle Scholar
  44. Klein Tank A, et al (2002) Daily dataset of 20th-century surface air temperature and precipitation series for the European Climate Assessment. Int J Climatol 22:1441–1453 CrossRefGoogle Scholar
  45. Klein Tank AMG, Können GP (2003) Trends in indices of daily temperature and precipitation extremes in Europe, 1946–99. J Climate 16:3665–3680 CrossRefGoogle Scholar
  46. Klein Tank AMG, Können GP, Selten FM (2005) Signals of anthropogenic influence on European warming as seen in the trend patterns of daily temperature variance. Int J Climatol 25:1–16CrossRefGoogle Scholar
  47. Knight JR, Allan RJ, Folland CK, Vellinga M, Mann ME (2005) A signature of persistent natural thermohaline circulation cycles in observed climate. Geophys Res Lett 32:L20708. doi:10.1029/2005GL024233Google Scholar
  48. Koppe C, Kovats R, Jendritzky G, Menne B (2004) Heat-waves: impacts and responses. Techn. Ber., Word Health Organisation Regional Office for Europe, Copenhagen, Sweden. In: Health and Global Environmental Change Series, no. 2Google Scholar
  49. Kovats R, Hajat S, Wilkinson P (2004) Contrasting patterns of mortality and hospital admissions during hot weather and heat waves in Greater London, United Kingdom. Occupat Environ Med 61:893–898CrossRefGoogle Scholar
  50. Kovats R, Koppe C (2005) Integration of public health with adaptation to climate change: lessons learned and new directions. Kap. Heatwaves: past and future impacts. Lisse, Swets & ZeitlingerGoogle Scholar
  51. Lamb H (1972) British Isles weather types and a register of daily sequence of circulation patterns, 1861-1971. Bd. 116 von HMSO. LondonGoogle Scholar
  52. Lund R, Reeves J (2002) Detection of undocumented changepoints: a revision of the two-phase regression model. J Climate 15:2547–2554 CrossRefGoogle Scholar
  53. Luterbacher J, Dietrich D, Xoplaki E, Grosjean M, Wanner H (2004) European seasonal and annual temperature variability, trends, and extremes since 1500. Science 303:1499–1503CrossRefGoogle Scholar
  54. Meehl G, Tebaldi C (2004) More intense, more frequent, and longer lasting heat waves in the 21st century. Science 305:994–997 CrossRefGoogle Scholar
  55. Michaelsen J (1987) Cross-validation in statistical climate forecast models. J Climate Appl Meteor 26:1589–1600CrossRefGoogle Scholar
  56. Miles MK (1977) Atmospheric circulation during the severe drought of 1975/76. Meteorol Mag 106:154–164 Google Scholar
  57. Milligan J (2004) Heatwaves: the developed world’s hidden disaster, Techn Ber, International Federation of Red Cross and Red Crescent, World Disasters ReportGoogle Scholar
  58. Mitchell T, Jones P (2005) An improved method of constructing a database of monthly climate observations and associated high-resolution grids. Int J Climatol 25:693–712 CrossRefGoogle Scholar
  59. Moberg A, Bergström H (1997) Homogenization of Swedish temperature data. Part III: The long temperature records from Stockholm and Uppsala. Int J Climatol 17:667–699CrossRefGoogle Scholar
  60. Moberg A, Bergstrom H, Krigsman J, Svanered O (2002) Daily air temperature and pressure series for Stockholm (1756–1998). Climatic Change 53:171–212 CrossRefGoogle Scholar
  61. Moberg A, et al (2006) Indices for daily temperature and precipitation extremes in Europe analysed for the period 1901-2000. J Geophys Res 111:D22106. doi:10.1029/2006JD007103Google Scholar
  62. Nakamura M, Enomoto T, Yamane S (2005) A simulation study of the 2003 heatwave in Europe. J Earth Simul 2:55–69 Google Scholar
  63. Nicholls N (1987) The use of canonical correlation to study teleconnections. Monthly Weather Rev 115:393–399 CrossRefGoogle Scholar
  64. Ogi M, Yamazaki K, Tachibana Y (2005) The summer northern annular mode and abnormal summer weather in 2003. Geophys Res Lett 32:L04706. doi:10.1029/2004GL021528Google Scholar
  65. Pal JS, Giorgi F, Bi XQ (2004) Consistency of recent European summer precipitation trends and extremes with future regional climate projections. Geophys Res Lett 31:L13202. doi:10.1029/2004GL019836Google Scholar
  66. Parker D, Horton B (2005) Uncertainties in central England temperature 1878–2003 and some improvements to the maximum and minimum series. Int J Climatol 25:1173–1188 CrossRefGoogle Scholar
  67. Parker DE, Legg TP, Folland CK (1992) A new daily central England temperature series, 1772–1991. Int J Climatol 12:317–342CrossRefGoogle Scholar
  68. Peterson T, et al (1998) Homogeneity adjustments of in situ atmospheric climate data: a review. Int J Climatol 18:1493–1517CrossRefGoogle Scholar
  69. Philipp A, Della-Marta PM, Jacobeit J, Fereday DR, Jones PD, Moberg A, Wanner, H (2007) Long term variability of daily North Atlantic–European pressure patterns since 1850 classified by simulated annealing clustering. J Climate (in press)Google Scholar
  70. Poumadère M, Mays C, Le Mer S, Blong R (2005) The 2003 heat wave in France: dangerous climate change here and now. Risk Anal 25:1483–1494 CrossRefGoogle Scholar
  71. Preisendorfer R (1988) Principal component analysis in meteorology and oceanography. Elsevier, AmsterdamGoogle Scholar
  72. Press W, Teukolsky S, Vetterling W, Flannery B (1996) Numerical recipies in FORTRAN 77: the art of scientific programming. Cambridge University Press, CambridgeGoogle Scholar
  73. Qian BD, Saunders MA (2003) Summer UK temperature and its links to preceding Eurasian snow cover, North Atlantic SSTs, and the NAO. J Climate 16:4108–4120 CrossRefGoogle Scholar
  74. Ratcliffe RAS (1976) The hot spell of late June–early July 1976. Weather 31:355–357 Google Scholar
  75. Ratcliffe RAS (1977) A synoptic climatologists viewpoint of the 1975/76 drought. Meteorol Mag 106:145–154 Google Scholar
  76. Rodwell M, Rowell D, Folland C (1999) Oceanic forcing of the wintertime North Atlantic oscillation and European climate. Nature 398:320–323 CrossRefGoogle Scholar
  77. Schär C, Luthi D, Beyerle U, Heise E (1999) The soil-precipitation feedback: a process study with a regional climate model. J Climate 12:722–741CrossRefGoogle Scholar
  78. Schär C, Jendritzky G (2004) Climate change: hot news from summer 2003. Nature 432:559–560 CrossRefGoogle Scholar
  79. Schär C, Vidale P, Luthi D, Frei C, Haberli C, Liniger M, Appenzeller C (2004) The role of increasing temperature variability in European summer heatwaves. Nature 427:332–336 CrossRefGoogle Scholar
  80. Schmutz C, Gyalistras D, Luterbacher J, Wanner H (2001) Reconstruction of monthly 700, 500 and 300 hPa geopotential height fields in the European and Eastern North Atlantic region for the period 1901–1947. Clim Res 18:181–193 Google Scholar
  81. Seneviratne S, Lüthi D, Litschi M, Schär C (2006) Land-atmosphere coupling and climate change in Europe. Nature 443:203–206CrossRefGoogle Scholar
  82. Shabbar A, Skinner W (2004) Summer drought patterns in Canada and the relationship to global seas surface temperatures. J Climate 17:2866–2880CrossRefGoogle Scholar
  83. Shaw MS (1977) The exceptional heat-wave of 23 June to 8 July 1976. Meteorol Mag 106:329–346 Google Scholar
  84. Smith TM, Reynolds RW (2004) Improved extended reconstruction of SST (1854–1997). J Climate 17:2466–2477CrossRefGoogle Scholar
  85. von Storch H, Zwiers W (1999) Statistical analysis in climate research. Cambridge University Press, CambridgeGoogle Scholar
  86. Stott P, Stone D, Allen M (2004) Human contribution to the European heatwave of 2003. Nature 432:610–614CrossRefGoogle Scholar
  87. Sutton RT, Hodson DLR (2005) Atlantic Ocean forcing of North American and European summer climate. Science 309:115–118CrossRefGoogle Scholar
  88. Trigo RM, Garcia-Herrera R, Diaz J, Trigo IF, Valente MA (2005) How exceptional was the early August 2003 heatwave in France? Geophys Res Lett 32:L10701. doi:10.1029/2005GL022410Google Scholar
  89. Valleron AJ, Boumendil A (2004) Epidemiology and heat waves: analysis of the 2003 episode in France. C R Biol 327:1125–1141CrossRefGoogle Scholar
  90. Vautard R, Yiou P, D’Andrea F, de Noblet N, Viovy N, Cassou C, Polcher J, Ciais P, Kageyama M, Fan Y (2007) Winter Mediterranean trigger of summer heat and drought waves in Europe. Geophys Res Lett (in press)Google Scholar
  91. Wang X (2003) Comments on “Detection of undocumented changepoints: a revision of the two-phase regression model”. J Climate 16:3383–3385 CrossRefGoogle Scholar
  92. Wijngaard J, Klein Tank A, Können G (2003) Homogeneity of 20th century European daily temperature and precipitation series. Int J Climatol 23:679–692 CrossRefGoogle Scholar
  93. Wilks D (1995) Statistical methods in the atmospheric sciences. Academic, New YorkGoogle Scholar
  94. Xoplaki E, González-Rouco FJ, Gyalistras D, Luterbacher J, Rickli R, Wanner H (2003a) Interannual summer air temperature variability over Greece and its connection to the large-scale atmospheric circulation and Mediterranean SSTs 1950–1999. Clim Dyn 20:523–536Google Scholar
  95. Xoplaki E, Gonzalez-Rouco J, Luterbacher J, Wanner H (2003b) Mediterranean summer air temperature variability and its connection to the large-scale atmospheric circulation and SSTs. Clim Dyn 20:723–739 Google Scholar
  96. Yarnal B (1993) Synoptic climatology in environmental analysis: a primer. Belhaven Press, LondonGoogle Scholar

Copyright information

© Springer-Verlag 2007

Authors and Affiliations

  • P. M. Della-Marta
    • 1
    • 2
    • 3
    Email author
  • J. Luterbacher
    • 1
    • 4
  • H. von Weissenfluh
    • 1
  • E. Xoplaki
    • 1
    • 4
  • M. Brunet
    • 5
  • H. Wanner
    • 1
    • 4
  1. 1.Institute of Geography, Climatology and Meteorology Research GroupUniversity of BernBernSwitzerland
  2. 2.Federal Office for Meteorology and Climatology MeteoSwissZurichSwitzerland
  3. 3.Bureau of MeteorologyNational Climate CenterMelbourneAustralia
  4. 4.NCCR ClimateBernSwitzerland
  5. 5.Climate Change Research GroupUniversity Rovira i VirgiliTarragonaSpain

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