Projections of Future Precipitation Extremes Over Europe: A Multimodel Assessment of Climate Simulations

Projections of precipitation and its extremes over the European continent are analyzed in an extensive multimodel ensemble of 12 and 50 km resolution EURO-CORDEX Regional Climate Models (RCMs) forced by RCP2.6, RCP4.5, and RCP8.5 (Representative Concentration Pathway) aerosol and greenhouse gas emission scenarios. A systematic intercomparison with ENSEMBLES RCMs is carried out, such that in total information is provided for an unprecedentedly large data set of 100 RCM simulations. An evaluation finds very reasonable skill for the EURO-CORDEX models in simulating temporal and geographical variations of (mean and heavy) precipitation at both horizontal resolutions. Heavy and extreme precipitation events are projected to intensify across most of Europe throughout the whole year. All considered models agree on a distinct intensification of extremes by often more than +20% in winter and fall and over central and northern Europe. A reduction of rainy days and mean precipitation in summer is simulated by a large majority of models in the Mediterranean area, but intermodel spread between the simulations is large. In central Europe and France during summer, models project decreases in precipitation but more intense heavy and extreme rainfalls. Comparison to previous RCM projections from ENSEMBLES reveals consistency but slight differences in summer, where reductions in southern European precipitation are not as pronounced as previously projected. The projected changes of the European hydrological cycle may have substantial impact on environmental and anthropogenic systems. In particular, the simulations indicate a rising probability of summertime drought in southern Europe and more frequent and intense heavy rainfall across all of Europe.

[1]  Brice Martin,et al.  The variability of European floods since AD 1500 , 2010 .

[2]  R. Knutti,et al.  Robustness and uncertainties in the new CMIP5 climate model projections , 2013 .

[3]  J. Christensen,et al.  Climate modelling: Severe summertime flooding in Europe , 2003, Nature.

[4]  A. Gobiet,et al.  Impacts of uncertainties in European gridded precipitation observations on regional climate analysis , 2016, International journal of climatology : a journal of the Royal Meteorological Society.

[5]  G. Jenkins,et al.  The climate of the United Kingdom and recent trends , 2007 .

[6]  D. Lüthi,et al.  Evaluation of the convection‐resolving climate modeling approach on continental scales , 2017 .

[7]  J. Hansen,et al.  GLOBAL SURFACE TEMPERATURE CHANGE , 2010 .

[8]  R. Dickinson,et al.  A regional climate model for the western United States , 1989 .

[9]  J. Stedinger,et al.  Generalized maximum‐likelihood generalized extreme‐value quantile estimators for hydrologic data , 2000 .

[10]  G. Lenderink,et al.  Increase in hourly precipitation extremes beyond expectations from temperature changes , 2008 .

[11]  E. Hawkins,et al.  The Potential to Narrow Uncertainty in Regional Climate Predictions , 2009 .

[12]  Simon Parry,et al.  Potential influences on the United Kingdom's floods of winter 2013/14 , 2014 .

[13]  J. Christensen,et al.  A summary of the PRUDENCE model projections of changes in European climate by the end of this century , 2007 .

[14]  Jürg Fuhrer,et al.  Swiss Climate Change Scenarios CH2011 , 2011 .

[15]  Evan Mills,et al.  Insurance in a Climate of Change , 2005, Science.

[16]  F. Zwiers,et al.  Global increasing trends in annual maximum daily precipitation , 2013 .

[17]  Manola Brunet,et al.  Indices for daily temperature and precipitation extremes in Europe analyzed for the period 1901–2000 , 2006 .

[18]  Richard L. Smith,et al.  Regional probabilities of precipitation change: A Bayesian analysis of multimodel simulations , 2004 .

[19]  E. Fischer,et al.  Anthropogenic contribution to global occurrence of heavy-precipitation and high-temperature extremes , 2015 .

[20]  J. Christensen,et al.  Overestimation of Mediterranean summer temperature projections due to model deficiencies , 2012 .

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

[22]  Hayley J. Fowler,et al.  Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling , 2007 .

[23]  P. Pall,et al.  Projections of extreme precipitation events in regional climate simulations for Europe and the Alpine Region , 2013 .

[24]  M. Rummukainen Added value in regional climate modeling , 2016 .

[25]  R. Vautard,et al.  EURO-CORDEX: new high-resolution climate change projections for European impact research , 2014, Regional Environmental Change.

[26]  B. Soden,et al.  Robust Responses of the Hydrological Cycle to Global Warming , 2006 .

[27]  Jan Kyselý,et al.  Disaggregating convective and stratiform precipitation from station weather data , 2013 .

[28]  C. Schär,et al.  Heavy precipitation in a changing climate: Does short‐term summer precipitation increase faster? , 2015 .

[29]  Erika Coppola,et al.  Enhanced summer convective rainfall at Alpine high elevations in response to climate warming , 2016 .

[30]  P. Stott,et al.  Anthropogenic greenhouse gas contribution to flood risk in England and Wales in autumn 2000 , 2011, Nature.

[31]  F. Giorgi,et al.  Addressing climate information needs at the regional level: the CORDEX framework , 2009 .

[32]  P. Jones,et al.  A European daily high-resolution gridded data set of surface temperature and precipitation for 1950-2006 , 2008 .

[33]  F. Rubel,et al.  BALTEX 1/6-degree daily precipitation climatology 1996–1998 , 2001 .

[34]  P. Jones,et al.  Quantifying uncertainties in global and regional temperature change using an ensemble of observational estimates: The HadCRUT4 data set , 2012 .

[35]  Francis W. Zwiers,et al.  Estimating Extremes in Transient Climate Change Simulations , 2005 .

[36]  D. Stephenson,et al.  Future extreme events in European climate: an exploration of regional climate model projections , 2007 .

[37]  P. O'Gorman,et al.  The physical basis for increases in precipitation extremes in simulations of 21st-century climate change , 2009, Proceedings of the National Academy of Sciences.

[38]  R. Leung,et al.  A review on regional convection‐permitting climate modeling: Demonstrations, prospects, and challenges , 2015, Reviews of geophysics.

[39]  Karl E. Taylor,et al.  An overview of CMIP5 and the experiment design , 2012 .

[40]  D. Lüthi,et al.  Aspects of the diurnal cycle in a regional climate model , 2008 .

[41]  Felix Naef,et al.  Changes in flood frequencies in Switzerland since 1500 , 2010 .

[42]  G. Hegerl,et al.  Indices for monitoring changes in extremes based on daily temperature and precipitation data , 2011 .

[43]  E. Fischer,et al.  Observed heavy precipitation increase confirms theory and early models , 2016 .

[44]  R. Vautard,et al.  Daily precipitation statistics in a EURO-CORDEX RCM ensemble: added value of raw and bias-corrected high-resolution simulations , 2016, Climate Dynamics.

[45]  L. Leung,et al.  Climate change projections of the North American Regional Climate Change Assessment Program (NARCCAP) , 2013, Climatic Change.

[46]  Thomas M. Smith,et al.  Improvements to NOAA’s Historical Merged Land–Ocean Surface Temperature Analysis (1880–2006) , 2008 .

[47]  S. Seneviratne,et al.  Global changes in extreme events: regional and seasonal dimension , 2012, Climatic Change.

[48]  F. Giorgi,et al.  Climate change projections for the Mediterranean region , 2008 .

[49]  C. Schär,et al.  Does Quantile Mapping of Simulated Precipitation Correct for Biases in Transition Probabilities and Spell Lengths , 2016 .

[50]  M. Haylock,et al.  Observed coherent changes in climatic extremes during the second half of the twentieth century , 2002 .

[51]  T. A. Buishand,et al.  Trends in European precipitation extremes over 1951–2010 , 2012 .

[52]  Francis W. Zwiers,et al.  Attributing intensification of precipitation extremes to human influence , 2013 .

[53]  R. Vautard,et al.  Precipitation in the EURO-CORDEX $$0.11^{\circ }$$0.11∘ and $$0.44^{\circ }$$0.44∘ simulations: high resolution, high benefits? , 2016 .

[54]  A. Stohl,et al.  Climatological aspects of the extreme European rainfall of August 2002 and a trajectory method for estimating the associated evaporative source regions , 2004 .

[55]  N. Roberts,et al.  Realism of Rainfall in a Very High-Resolution Regional Climate Model , 2012 .

[56]  D. Lüthi,et al.  Heavy precipitation processes in a warmer climate , 1998 .

[57]  Jan Kyselý,et al.  Climate change scenarios of convective and large‐scale precipitation in the Czech Republic based on EURO‐CORDEX data , 2017 .

[58]  C. Schär,et al.  Evaluation of the convection‐resolving regional climate modeling approach in decade‐long simulations , 2014 .

[59]  Richard L. Smith,et al.  Quantifying Uncertainty in Projections of Regional Climate Change: A Bayesian Approach to the Analysis of Multimodel Ensembles , 2005 .

[60]  Mark A. Liniger,et al.  Projected changes in precipitation intensity and frequency in Switzerland: a multi‐model perspective , 2015 .

[61]  Reto Knutti,et al.  Improved pattern scaling approaches for the use in climate impact studies , 2015 .

[62]  Henrik Madsen,et al.  A Bayesian Approach for Uncertainty Quantification of Extreme Precipitation Projections Including Climate Model Interdependency and Nonstationary Bias , 2014 .

[63]  J. Haerter,et al.  Strong increase in convective precipitation in response to higher temperatures , 2013 .

[64]  Murugesu Sivapalan,et al.  Transformation of point rainfall to areal rainfall: Intensity-duration-frequency curves , 1998 .

[65]  B. Sevruk REGIONAL DEPENDENCY OF PRECIPITATION-ALTITUDE RELATIONSHIP IN THE SWISS ALPS , 1997 .

[66]  C. Frei,et al.  Trends of heavy precipitation and wet and dry spells in Switzerland during the 20th century , 2005 .

[67]  M. Hanel,et al.  Analysis of precipitation extremes in an ensemble of transient regional climate model simulations for the Rhine basin , 2011 .

[68]  D. Lüthi,et al.  Towards European-scale convection-resolving climate simulations with GPUs: a study with COSMO 4.19 , 2016 .

[69]  A. M. G. Klein,et al.  Trends in Indices of Daily Temperature and Precipitation Extremes in Europe, 1946-99 , 2003 .

[70]  C. Schär,et al.  Detection Probability of Trends in Rare Events: Theory and Application to Heavy Precipitation in the Alpine Region , 2001 .

[71]  Mark New,et al.  Testing E-OBS European high-resolution gridded data set of daily precipitation and surface temperature , 2009 .

[72]  Ulf Hansson,et al.  Evaluation and future projections of temperature, precipitation and wind extremes over Europe in an ensemble of regional climate simulations , 2011 .

[73]  Markus Disse,et al.  Flood Events in the Rhine Basin: Genesis, Influences and Mitigation , 2001 .

[74]  Anuj Srivastava,et al.  Updated analyses of temperature and precipitation extreme indices since the beginning of the twentieth century: The HadEX2 dataset , 2013 .

[75]  F. Zwiers,et al.  Changes in temperature and precipitation extremes in the CMIP5 ensemble , 2013, Climatic Change.

[76]  F. Zwiers,et al.  Multimodel Detection and Attribution of Extreme Temperature Changes , 2013 .

[77]  S. Emori,et al.  Dynamic and thermodynamic changes in mean and extreme precipitation under changed climate , 2005 .

[78]  D. Stone,et al.  Testing the Clausius–Clapeyron constraint on changes in extreme precipitation under CO2 warming , 2007 .

[79]  F. Giorgi,et al.  Percentile indices for assessing changes in heavy precipitation events , 2016, Climatic Change.

[80]  E. Fischer,et al.  Separating climate change signals into thermodynamic, lapse-rate and circulation effects: theory and application to the European summer climate , 2016, Climate Dynamics.

[81]  H. Fowler,et al.  Future changes to the intensity and frequency of short‐duration extreme rainfall , 2014 .

[82]  P. O'Gorman,et al.  Precipitation Extremes Under Climate Change , 2015, Current Climate Change Reports.

[83]  M. Rummukainen State‐of‐the‐art with regional climate models , 2010 .

[84]  J. V. Revadekar,et al.  Global observed changes in daily climate extremes of temperature and precipitation , 2006 .

[85]  H. Storch,et al.  Regional climate models add value to global model data, A Review and Selected Examples , 2011 .

[86]  Jesper Heile Christensen,et al.  Daily precipitation statistics in regional climate models: Evaluation and intercomparison for the European Alps , 2003 .

[87]  John F. B. Mitchell,et al.  The next generation of scenarios for climate change research and assessment , 2010, Nature.

[88]  Richard G. Jones,et al.  Human influence on climate in the 2014 southern England winter floods and their impacts , 2016 .

[89]  R. Vautard,et al.  Regional climate modeling on European scales: a joint standard evaluation of the EURO-CORDEX RCM ensemble , 2014 .

[90]  F. Giorgi Simulation of Regional Climate Using a Limited Area Model Nested in a General Circulation Model , 1990 .

[91]  R. Vautard,et al.  The European climate under a 2 °C global warming , 2014 .

[92]  A. K. Tank,et al.  Trends in Indices of Daily Temperature and Precipitation Extremes in Europe, 1946–99 , 2003 .

[93]  K. Trenberth,et al.  The changing character of precipitation , 2003 .

[94]  C. Frei,et al.  The climate of daily precipitation in the Alps: development and analysis of a high‐resolution grid dataset from pan‐Alpine rain‐gauge data , 2014 .

[95]  H. Wanner,et al.  A method to reconstruct long precipitation series using systematic descriptive observations in weather diaries: the example of the precipitation series for Bern, Switzerland (1760–2003) , 2007 .

[96]  F. Zwiers,et al.  Climate extremes indices in the CMIP5 multimodel ensemble: Part 2. Future climate projections , 2013 .

[97]  Reto Knutti,et al.  Emerging trends in heavy precipitation and hot temperature extremes in Switzerland , 2016 .

[98]  H. Fowler,et al.  Heavier summer downpours with climate change revealed by weather forecast resolution model , 2014 .