Projections of extreme precipitation events in regional climate simulations for Europe and the Alpine Region

被引:226
作者
Rajczak, J. [1 ]
Pall, P. [1 ,2 ]
Schaer, C. [1 ]
机构
[1] ETH, Inst Atmospher & Climate Sci, CH-8092 Zurich, Switzerland
[2] Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Berkeley, CA 94720 USA
基金
瑞士国家科学基金会;
关键词
climate change; heavy precipitation; extreme events; HEAVY PRECIPITATION; TEMPERATURE; ENSEMBLE; TRENDS; ALPS; VARIABILITY; SWITZERLAND; STATISTICS;
D O I
10.1002/jgrd.50297
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Regional climate models (RCMs) from the ENSEMBLES project are analyzed to assess projected changes in 21st century heavy and extreme precipitation events over Europe. A set of 10 RCMs with horizontal grid spacing of 25 km is considered, which are driven by six GCMs under an A1B greenhouse gas scenario. The diagnostics include basic precipitation indices (including mean, wet-day frequency, intensity, and percentile exceedance) and application of generalized extreme value theory for return periods up to 100 years. Changes in precipitation climate between present (1970-1999) and future (2070-2099) conditions are presented on a European scale and in more detail for 11 European regions (mostly in supplemental figures). On the European scale, projections show increases (decreases) in mean amounts and wet-day frequency in northern (southern) Europe. This pattern is oscillating with the seasonal cycle. Changes in extremes exhibit a similar pattern, but increases in heavy events reach much further south. For instance, during spring and fall, much of the Mediterranean is projected to experience decreases in mean precipitation but increases in heavy events. Thus, projected changes in mean and extremes may show different signals. The inter-model spread is partly attributable to a GCM-dependent clustering of the climate change signal, but also affected by RCM uncertainties, in particular in summer. Despite these uncertainties, many of the projected changes are statistically significant and consistent across models. For instance, for the Alps, all models project an intensification of heavy events during fall, and these changes are statistically significant for a majority of the models considered.
引用
收藏
页码:3610 / 3626
页数:17
相关论文
共 65 条
[1]   Global observed changes in daily climate extremes of temperature and precipitation [J].
Alexander, LV ;
Zhang, X ;
Peterson, TC ;
Caesar, J ;
Gleason, B ;
Tank, AMGK ;
Haylock, M ;
Collins, D ;
Trewin, B ;
Rahimzadeh, F ;
Tagipour, A ;
Kumar, KR ;
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 .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2006, 111 (D5)
[2]   Constraints on future changes in climate and the hydrologic cycle [J].
Allen, MR ;
Ingram, WJ .
NATURE, 2002, 419 (6903) :224-+
[3]   Exploring Perturbed Physics Ensembles in a Regional Climate Model [J].
Bellprat, Omar ;
Kotlarski, Sven ;
Luethi, Daniel ;
Schaer, Christoph .
JOURNAL OF CLIMATE, 2012, 25 (13) :4582-4599
[4]   Spatially and temporally consistent prediction of heavy precipitation from mean values [J].
Benestad, R. E. ;
Nychka, D. ;
Mearns, L. O. .
NATURE CLIMATE CHANGE, 2012, 2 (07) :544-547
[5]   Future extreme events in European climate:: an exploration of regional climate model projections [J].
Beniston, Martin ;
Stephenson, David B. ;
Christensen, Ole B. ;
Ferro, Christopher A. T. ;
Frei, Christoph ;
Goyette, Stephane ;
Halsnaes, Kirsten ;
Holt, Tom ;
Jylha, Kirsti ;
Koffi, Brigitte ;
Palutikof, Jean ;
Schoell, Regina ;
Semmler, Tido ;
Woth, Katja .
CLIMATIC CHANGE, 2007, 81 (Suppl 1) :71-95
[6]   Enhanced Central European summer precipitation in the late 19th century: a link to the Tropics [J].
Bichet, A. ;
Folini, D. ;
Wild, M. ;
Schaer, C. .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2014, 140 (678) :111-123
[7]   Improved confidence in climate change projections of precipitation further evaluated using daily statistics from ENSEMBLES models [J].
Boberg, Fredrik ;
Berg, Peter ;
Thejll, Peter ;
Gutowski, William J. ;
Christensen, Jens H. .
CLIMATE DYNAMICS, 2010, 35 (7-8) :1509-1520
[8]   Temperature and precipitation variability in the european Alps since 1500 [J].
Casty, C ;
Wanner, H ;
Luterbacher, J ;
Esper, J ;
Böhm, R .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2005, 25 (14) :1855-1880
[9]   Evaluating the performance and utility of regional climate models: the PRUDENCE project [J].
Christensen, Jens H. ;
Carter, Timothy R. ;
Rummukainen, Markku ;
Amanatidis, Georgios .
CLIMATIC CHANGE, 2007, 81 (Suppl 1) :1-6
[10]   Weight assignment in regional climate models [J].
Christensen, Jens Hesselbjerg ;
Kjellstrom, Erik ;
Giorgi, Filippo ;
Lenderink, Geert ;
Rummukainen, Markku .
CLIMATE RESEARCH, 2010, 44 (2-3) :179-194