Evaluation of extreme climate events using a regional climate model for China

Extreme climate events over China at the end of the 21st century (2080–2099) are investigated using the regional climate model RegCM4. Model performance is validated through comparison between observations and simulations over the period 1985–2005. The results show that RegCM4 can satisfactorily reproduce the spatial distribution of extreme climate events over China. The model simulates temperature extremes more accurately than precipitation. Under the RCP8.5 (high emission) scenario, the number of frost days decreases, and both the heat wave duration index and the growing season length increase dramatically towards the end of the 21st century. Changes in extreme temperature become increasingly pronounced from South to North China, with the most significant changes occurring on the Tibetan Plateau (TP). The proportion of heavy precipitation generally increases, except on the southern TP. The number of very heavy precipitation days increases by 25–50% in Northwest and East China. In winter, the number of consecutive dry days (CDD) decreases in North China and increases in South China. The greatest increases in CDD are found in June, July and August (JJA) in Southwest China. In a future that follows this scenario, drought events may be aggravated in Southwest China, and decrease in North China. In contrast, when repeating these projections under the assumption of the RCP4.5 scenario for emissions, the frequency of extreme climate events is reduced. These results suggest that reductions in greenhouse gas emissions may mitigate the effects of climate change over the coming decades.

[1]  M. Winton,et al.  A Reformulated Three-Layer Sea Ice Model , 2000 .

[2]  Yinlong Xu,et al.  A future climate scenario of regional changes in extreme climate events over China using the PRECIS climate model , 2006 .

[3]  G. Grell Prognostic evaluation of assumptions used by cumulus parameterizations , 1993 .

[4]  F. Giorgi,et al.  A daily temperature dataset over China and its application in validating a RCM simulation , 2009 .

[5]  Zhiwei Wu,et al.  How does coldwave frequency in china respond to a warming climate? , 2012, Climate Dynamics.

[6]  Zhiwei Wu,et al.  China coldwave duration in a warming winter: change of the leading mode , 2012, Theoretical and Applied Climatology.

[7]  A. Arakawa,et al.  Interaction of a Cumulus Cloud Ensemble with the Large-Scale Environment, Part I , 1974 .

[8]  D. Easterling,et al.  Trends in Intense Precipitation in the Climate Record , 2005 .

[9]  F. Giorgi,et al.  Simulation of dust aerosol and its regional feedbacks over East Asia using a regional climate model , 2009 .

[10]  宁百齐,et al.  基于三亚VHF雷达的场向不规则体观测研究: 1.电离层E区连续性回波 , 2013 .

[11]  Chen Zhongxin,et al.  Land use effects on climate in China as simulated by a regional climate model , 2007 .

[12]  P. Jones,et al.  REPRESENTING TWENTIETH CENTURY SPACE-TIME CLIMATE VARIABILITY. , 1998 .

[13]  Ying Xu,et al.  Projected changes in temperature and precipitation extremes over the Yangtze River Basin of China in the 21st century , 2009 .

[14]  Ann Henderson-Sellers,et al.  Biosphere-atmosphere transfer scheme(BATS) version 1e as coupled to the NCAR community climate model , 1993 .

[15]  Zhiwei Wu,et al.  Possible association of the western Tibetan Plateau snow cover with the decadal to interdecadal variations of northern China heatwave frequency , 2012, Climate Dynamics.

[16]  F. Giorgi,et al.  Development of a Second-Generation Regional Climate Model (RegCM2). Part II: Convective Processes and Assimilation of Lateral Boundary Conditions , 1993 .

[17]  Raquel V. Francisco,et al.  Regional Climate Modeling for the Developing World: The ICTP RegCM3 and RegCNET , 2007 .

[18]  P. Jones,et al.  Representing Twentieth-Century Space–Time Climate Variability. Part I: Development of a 1961–90 Mean Monthly Terrestrial Climatology , 1999 .

[19]  Yuqing Wang,et al.  Observed trends in extreme precipitation events in China during 1961–2001 and the associated changes in large‐scale circulation , 2005 .

[20]  F. Giorgi,et al.  Climate Change over China in the 21st Century as Simulated by BCC_CSM1.1-RegCM4.0 , 2013 .

[21]  Christine A. Shields,et al.  Tests of precipitation parameterizations available in latest version of NCAR regional climate model (RegCM) over continental , 1999 .

[22]  Xuebin Zhang,et al.  Trends in Total Precipitation and Frequency of Daily Precipitation Extremes over China , 2005 .

[23]  F. Giorgi,et al.  Uncertainties in monsoon precipitation projections over China: results from two high-resolution RCM simulations , 2012 .

[24]  Jiyuan Liu,et al.  Study on spatial pattern of land-use change in China during 1995–2000 , 2003, Science in China Series D Earth Sciences.

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

[26]  Xuebin Zhang,et al.  Characteristics of Daily and Extreme Temperatures over Canada , 2001 .

[27]  P. Yiou,et al.  Simulation of regional climate change under the IPCC A2 scenario in southeast China , 2011 .

[28]  F. Giorgi,et al.  Upgrades to the reliability ensemble averaging method for producing probabilistic climate-change projections , 2010 .

[29]  Jinhai He,et al.  Can Global Warming Strengthen the East Asian Summer Monsoon , 2010 .

[30]  Shi Ying,et al.  Changes in Extreme Events as Simulated by a High-Resolution Regional Climate Model for the Next 20–30 Years over China , 2012 .

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

[32]  Limin Yang,et al.  Development of a global land cover characteristics database and IGBP DISCover from 1 km AVHRR data , 2000 .

[33]  P. Xie,et al.  A Gauge-Based Analysis of Daily Precipitation over East Asia , 2007 .

[34]  David M. H. Sexton,et al.  Comparison of Modeled and Observed Trends in Indices of Daily Climate Extremes , 2003 .

[35]  M. Belda,et al.  Systematic errors in the simulation of european climate (1961–2000) with RegCM3 driven by NCEP/NCAR reanalysis , 2007 .

[36]  Chong Xu,et al.  Preliminary Assessment of Simulations of Climate Changes over China by CMIP5 Multi-Models , 2012 .

[37]  Tongwen Wu A mass-flux cumulus parameterization scheme for large-scale models: description and test with observations , 2012, Climate Dynamics.

[38]  D. Lüthi,et al.  The role of increasing temperature variability in European summer heatwaves , 2004, Nature.

[39]  Robert E. Dickinson,et al.  Intercomparison of Bulk Aerodynamic Algorithms for the Computation of Sea Surface Fluxes Using TOGA COARE and TAO Data , 1998 .

[40]  Ming Xu,et al.  Observed trends of precipitation amount, frequency, and intensity in China, 1960–2000 , 2005 .

[41]  Qiang Zhang,et al.  Variations in droughts over China: 1951–2003 , 2005 .

[42]  T. Zhou,et al.  Multi-model projection of July–August climate extreme changes over China under CO2 doubling. Part I: Precipitation , 2011 .

[43]  W. Collins,et al.  Description of the NCAR Community Atmosphere Model (CAM 3.0) , 2004 .

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

[45]  F. Giorgi,et al.  A high resolution simulation of climate change over China , 2011 .

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

[47]  Yuping Yan,et al.  Changes in daily climate extremes in the eastern and central Tibetan Plateau during 1961–2005 , 2008 .

[48]  P. Jones,et al.  Representing Twentieth-Century Space-Time Climate Variability. Part II: Development of 1901-96 Monthly Grids of Terrestrial Surface Climate , 2000 .

[49]  Zhiwei Wu,et al.  Heat wave frequency variability over North America: Two distinct leading modes , 2012 .

[50]  J. Pal,et al.  Mean, interannual variability and trends in a regional climate change experiment over Europe. I. Present-day climate (1961–1990) , 2004 .

[51]  Zhiwei Wu,et al.  Predictable climate dynamics of abnormal East Asian winter monsoon: once-in-a-century snowstorms in 2007/2008 winter , 2011 .

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

[53]  Shi-chang Kang,et al.  Double-Nested Dynamical Downscaling Experiments over the Tibetan Plateau and Their Projection of Climate Change under Two RCP Scenarios , 2013 .

[54]  Min Dong,et al.  The Beijing Climate Center atmospheric general circulation model: description and its performance for the present-day climate , 2009 .

[55]  Laurent Z. X. Li,et al.  Probabilistic Projections of Climate Change over China under the SRES A1B Scenario Using 28 AOGCMs , 2011 .

[56]  G. Hegerl,et al.  Changes in temperature and precipitation extremes in the IPCC ensemble of global coupled model simulations , 2007 .

[57]  Hannah L. Cloke,et al.  Evaluating forecasts of extreme events for hydrological applications: an approach for screening unfamiliar performance measures , 2008 .

[58]  D. Jiang,et al.  Simulation of the Last Glacial Maximum climate over East Asia with a regional climate model nested in a general circulation model , 2007 .

[59]  T. Zhou,et al.  Simulation of the east asian summer monsoon using a variable resolution atmospheric GCM , 2002 .

[60]  Melinda D. Smith An ecological perspective on extreme climatic events: a synthetic definition and framework to guide future research , 2011 .

[61]  Xiaohua Pan,et al.  Trends in temperature extremes during 1951–1999 in China , 2003 .

[62]  Corinne E. Alexander,et al.  Global warming presents new challenges for maize pest management , 2008 .

[63]  Tongwen Wu,et al.  Changes in precipitation extremes over Eastern China simulated by the Beijing Climate Center Climate System Model (BCC_CSM1.0) , 2011 .

[64]  Jun Qin,et al.  Some practical notes on the land surface modeling in the Tibetan Plateau , 2009 .

[65]  Mannava V. K. Sivakumar,et al.  Natural Disasters and Extreme Events in Agriculture , 2005 .

[66]  G. Grell,et al.  A description of the fifth-generation Penn State/NCAR Mesoscale Model (MM5) , 1994 .

[67]  Tingting Ma,et al.  Modulation of the Tibetan Plateau Snow Cover on the ENSO Teleconnections: From the East Asian Summer Monsoon Perspective , 2012 .

[68]  F. Giorgi,et al.  Development of a Second-Generation Regional Climate Model (RegCM2). Part I: Boundary-Layer and Radiative Transfer Processes , 1993 .

[69]  J. Injun,et al.  A climate-vegetation interaction model: simulating physical and biological processes at the surface , 1995 .

[70]  P. Jones,et al.  Observed trends in the daily intensity of United Kingdom precipitation. , 2000 .

[71]  Laurent Z. X. Li,et al.  Extreme climate events in China: IPCC-AR4 model evaluation and projection , 2011, Climatic Change.

[72]  F. Giorgi,et al.  Changes of extreme events in regional climate simulations over East Asia , 2002 .

[73]  A. Holtslag,et al.  A High Resolution Air Mass Transformation Model for Short-Range Weather Forecasting , 1990 .

[74]  F. Giorgi,et al.  Reduction of future monsoon precipitation over China: comparison between a high resolution RCM simulation and the driving GCM , 2008 .

[75]  Ying Xu,et al.  Simulation of the anthropogenic aerosols over South Asia and their effects on Indian summer monsoon , 2011 .

[76]  J. Pal,et al.  Projected changes in mean and extreme precipitation over the Mediterranean region from a high resolution double nested RCM simulation , 2006 .

[77]  Xianmei Lang,et al.  Hindcast experiment of extraseasonal short-term summer climate prediction over China with RegCM3_IAP9L-AGCM , 2011 .

[78]  Ying Shi,et al.  Numerical Simulation of Climate Changes over North China by the Model RegCM3 , 2012 .

[79]  Ivan Güttler,et al.  RegCM4 : model description and preliminary tests over multiple CORDEX domains , 2012 .

[80]  Fu Congbin,et al.  Simulation of Extreme Climate Events over China with Different Regional Climate Models , 2011 .

[81]  Hans W. Linderholm,et al.  Growing season changes in the last century , 2006 .

[82]  James J. Hack,et al.  Description of the NCAR Community Climate Model (CCM3). Technical note , 1996 .

[83]  Shi-chang Kang,et al.  Projection of snow cover changes over China under RCP scenarios , 2012, Climate Dynamics.

[84]  Francis W. Zwiers,et al.  Detectability of Anthropogenic Changes in Annual Temperature and Precipitation Extremes , 2004 .