The return period of wind storms over Europe

Accurate assessment of the magnitude and frequency of extreme wind speed is of fundamental importance for many safety, engineering and reinsurance applications. We utilize the spatial and temporal consistency of the European Centre for Medium Range Forecasts ERA-40 reanalysis data to determine the frequency of extreme winds associated with wind storms over the eastern North Atlantic and Europe. Two parameters are investigated: 10-m wind gust and 10-m wind speed. The analysis follows two different view-points: In a spatially distributed view, wind-storm statistics are determined individually at each grid-point. In an integral, more generalized view, the wind-storm statistics are determined from extreme wind indices (EWI) that summarize storm magnitude and spatial extent. We apply classical peak over threshold (POT) extreme value analysis techniques (EVA) to the EWI and grid-point wind data. As a reference, a catalogue of the 200 most prominent European storms has been compiled based on available literature. The EWI-based return periods (RP) estimates of catalogue wind storms range from approximately 0.1 to 300 years, whereas grid-point-based RP estimates range from 0.1 to 500+ years. EWIs sensitive to the absolute magnitude of wind speed rank the RP of wind storms in the 1989/1990 and 1999/2000 extended winter season similarly to the RP derived from the distributed approach. The RP estimates derived from EWIs are generally higher when calculated using only land grid-points compared to RPs derived using whole domain. Both the uncertainties in EWIs and grid-point-based RPs show a greater dependence on the wind parameter used than on the uncertainty associated with the EVA for RPs less than 10 years, whereas for RPs greater than 10 years the effect of the different datasets is lower. The EWIs share up to approximately 50% of the variability of the local grid-point RPs. Copyright © 2008 Royal Meteorological Society

[1]  E. J. Gumbel,et al.  Statistics of Extremes. , 1960 .

[2]  T. Stocker,et al.  North atlantic oscillation dynamics recorded in greenland ice cores , 1998, Science.

[3]  Leif Kristensen,et al.  Extreme winds in Denmark , 2000 .

[4]  S. Hagemann,et al.  Can climate trends be calculated from reanalysis data , 2004 .

[5]  David B. Stephenson,et al.  Serial Clustering of Extratropical Cyclones , 2006 .

[6]  J. Palutikof,et al.  Estimation of extreme wind speeds with very long return periods , 1995 .

[7]  C. Sacre,et al.  Extreme wind speed in France: the ’99 storms and their consequences , 2002 .

[8]  V. Isham,et al.  Changes in extreme wind speeds in NW Europe simulated by generalized linear models , 2006 .

[9]  Manola Brunet,et al.  Daily Mean Sea Level Pressure Reconstructions for the European–North Atlantic Region for the Period 1850–2003 , 2006 .

[10]  S. Caires,et al.  100-Year Return Value Estimates for Ocean Wind Speed and Significant Wave Height from the ERA-40 Data , 2005 .

[11]  Thomas Jung,et al.  Reanalysis and reforecast of three major European storms of the twentieth century using the ECMWF forecasting system. Part II: Ensemble forecasts , 2005 .

[12]  I. Held Large-Scale Dynamics and Global Warming , 1993 .

[13]  T. Schmith,et al.  Statistical hindcast of wind climatology in the North Atlantic and northwestern European region , 1996 .

[14]  D. Horvitz,et al.  A Generalization of Sampling Without Replacement from a Finite Universe , 1952 .

[15]  Thomas Jung,et al.  Reanalysis and reforecast of three major European storms of the twentieth century using the ECMWF forecasting system. Part I: Analyses and deterministic forecasts , 2004 .

[16]  G. P. Können,et al.  Statistics of Extreme Synoptic-Scale Wind Speeds in Ensemble Simulations of Current and Future Climate , 2004 .

[17]  Christian Mätzler,et al.  The STARTWAVE atmospheric water database , 2005 .

[18]  Martin Wild,et al.  Modelling European winter wind storm losses in current and future climate , 2010 .

[19]  Anthony C. Davison,et al.  Statistics of Extremes , 2015, International Encyclopedia of Statistical Science.

[20]  Jean Palutikof,et al.  A review of methods to calculate extreme wind speeds , 1999 .

[21]  Johan Segers,et al.  Inference for clusters of extreme values , 2003 .

[22]  H. Lamb,et al.  Historic Storms of the North Sea, British Isles and Northwest Europe , 1991 .

[23]  T. Schmith,et al.  Changing storminess? An analysis of long-term sea level data sets , 1999 .

[24]  A. Monahan The Probability Distribution of Sea Surface Wind Speeds. Part I: Theory and SeaWinds Observations , 2006 .

[25]  H. Tuomenvirta,et al.  Long-term variations of the storm climate over NW Europe , 1998 .

[26]  R. Blender,et al.  Northern Hemisphere Extratropical Cyclones: A Comparison of Detection and Tracking Methods and Different Reanalyses , 2008 .

[27]  D. Jacob,et al.  A high resolution reference data set of German wind velocity 1951-2001 and comparison with regional climate model results , 2006 .

[28]  Adam H. Monahan,et al.  The Probability Distribution of Sea Surface Wind Speeds , 2006 .

[29]  Katja Woth,et al.  Extremes of near-surface wind speed over Europe and their future changes as estimated from an ensemble of RCM simulations , 2007 .

[30]  A. Sterl,et al.  On the (In)Homogeneity of Reanalysis Products , 2004 .

[31]  H. Tuomenvirta,et al.  Trends of storms in NW Europe derived from an updated pressure data set , 2000 .

[32]  Dimitrios Gyalistras,et al.  North Atlantic Oscillation – Concepts And Studies , 2001 .

[33]  T. Schmith,et al.  Northeast Atlantic winter storminess 1875–1995 re-analysed , 1998 .

[34]  Eric P. Smith,et al.  An Introduction to Statistical Modeling of Extreme Values , 2002, Technometrics.

[35]  C. Miller A once in 50-year wind speed map for Europe derived from mean sea level pressure measurements , 2003 .

[36]  Ralf Weisse,et al.  Northeast Atlantic and North Sea Storminess as Simulated by a Regional Climate Model during 1958-2001 and Comparison with Observations , 2005 .

[37]  Vartan Choulakian,et al.  Goodness-of-Fit Tests for the Generalized Pareto Distribution , 2001, Technometrics.

[38]  H. Schinke On the occurrence of deep cyclones over Europe and the North Atlantic in the period 1930-1991 , 1993 .

[39]  G. Komen,et al.  An analysis of extra-tropical storms in the North Atlantic region as simulated in a control and 2 × CO 2 time-slice experiment with a high-resolution atmospheric model , 1997 .

[40]  Heini Wernli,et al.  Dynamical aspects of the life cycle of the winter storm ‘Lothar’ (24–26 December 1999) , 2002 .

[41]  C. Pfister,et al.  Winter storms in Switzerland North of the Alps 1864/1865–1993/1994 , 1997 .

[42]  D. Stephenson,et al.  How useful are teleconnection patterns for explaining variability in extratropical storminess , 2007 .

[43]  Martin Leutbecher,et al.  The Impact of Moist Singular Vectors and Horizontal Resolution on Short-Range Limited-Area Ensemble Forecasts for Two European Winter Storms , 2006 .

[44]  R. Reynolds,et al.  Workshop on Advances in the Use of Historical Marine Climate Data , 2005 .

[45]  R. Barthelmie,et al.  Long‐term trends in near‐surface flow over the Baltic , 2003 .

[46]  James W. Hurrell,et al.  The North Atlantic Oscillation: Climate Significance and Environmental Impact , 2003 .

[47]  R. Barthelmie,et al.  Inter‐annual variability of wind indices across Europe , 2006 .

[48]  C. Raible On the relation between extremes of midlatitude cyclones and the atmospheric circulation using ERA40 , 2007 .

[49]  R. Barthelmie,et al.  Winds of change?: Projections of near‐surface winds under climate change scenarios , 2006 .

[50]  V. Isham,et al.  An Analysis of Daily Maximum Wind Speed in Northwestern Europe Using Generalized Linear Models , 2002 .

[51]  C. Frei,et al.  Future change of precipitation extremes in Europe: Intercomparison of scenarios from regional climate models , 2006 .

[52]  K. Emanuel Increasing destructiveness of tropical cyclones over the past 30 years , 2005, Nature.

[53]  R. Fisher,et al.  Limiting forms of the frequency distribution of the largest or smallest member of a sample , 1928, Mathematical Proceedings of the Cambridge Philosophical Society.

[54]  P. Knippertz,et al.  Changing cyclones and surface wind speeds over the North Atlantic and Europe in a transient GHG experiment , 2000 .

[55]  Bodo Ruck,et al.  Winter storm risk of residential structures ? model development and application to the German state of Baden-Württemberg , 2006 .

[56]  U. Ulbrich,et al.  Changing Northern Hemisphere Storm Tracks in an Ensemble of IPCC Climate Change Simulations , 2008 .

[57]  M. Hulme,et al.  The Use of Indices to Identify Changes in Climatic Extremes , 1999 .

[58]  G. Können,et al.  Trends in storminess over the Netherlands, 1962–2002 , 2005 .

[59]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[60]  A. Sterl,et al.  The ERA‐40 re‐analysis , 2005 .

[61]  U. Ulbrich,et al.  Analysis of frequency and intensity of European winter storm events from a multi-model perspective, at synoptic and regional scales , 2006 .

[62]  U. Ulbrich,et al.  A model for the estimation of storm losses and the identification of severe winter storms in Germany , 2003 .

[63]  J. D. Opsteegh,et al.  Improving 104‐year surge level estimates using data of the ECMWF seasonal prediction system , 2004 .

[64]  T. Jónsson,et al.  Recent observed changes in severe storms over the United Kingdom and Iceland , 2005 .

[65]  A. Monahan A Simple Model for the Skewness of Global Sea Surface Winds , 2004 .

[66]  J. Holton An introduction to dynamic meteorology , 2004 .

[67]  Lennart Bengtsson,et al.  Storm Tracks and Climate Change , 2006 .

[68]  L. Bärring,et al.  Scandinavian storminess since about 1800 , 2004 .