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Changes of temperature and precipitation extremes in China: past and future

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Abstract

Historical temperature and precipitation extremes and their potential future changes are quantified and evaluated throughout the landmass of China. A statistical model of climate extremes based on generalized extreme value (GEV) distribution is applied to both historical climate data and bias correction and spatial disaggregation (BCSD) downscaled Coupled Model Inter-comparison Project phase 5 (CMIP5) projections. The results indicate relatively moderate historical warm extreme conditions in China with regional means of maximum temperature 28.9, 29.4, and 29.8 °C for 10-, 20-, and 50-year return periods, respectively, whereas the corresponding regional means of minimum temperature are −20.1, −20.8, and −21.5 °C, manifesting a downward trend northwardly with relative larger regional variations in cold extremes. The historical precipitation extremes also decline gradually from south-southeast toward northwest with significant regional differences. As for the future, the warm extremes are expected to aggravate by roughly 1.66–4.92 °C projected by CMIP5, indicating larger increasing rate and spatial differences compared to cold extremes. The extreme precipitation is projected to increase 7.9–13.4 %, the dry regions would see a larger increasing rate compared to wet regions. The increasing radiative forcing concentration would trigger upward variations in both temperature and precipitation extreme magnitudes. Also, the warm extreme changes are more sensitive to the radiative forcing concentration than the cold extremes. The CMIP5 projections basically maintain a favorable inter-model consistency in temperature and rainfall extreme simulation for the future, but the inter-model difference of warm extremes is larger than cold extremes.

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References

  • Alexander LV, Zhang X, Peterson TC, et al. (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res-Atmos 111

  • Chen HP, Sun JQ, Chen XL (2014a) Projection and uncertainty analysis of global precipitation-related extremes using CMIP5 models. Int J Climatol 34:2730–2748

    Article  Google Scholar 

  • Chen YD, Zhang Q, Xiao MZ, et al. (2014b) Precipitation extremes in the Yangtze River Basin, China: regional frequency and spatial-temporal patterns. Theor Appl Climatol 116:447–461

    Article  Google Scholar 

  • Choi G, Collins D, Ren GY, et al. (2009) Changes in means and extreme events of temperature and precipitation in the Asia-Pacific Network region, 1955–2007. Int J Climatol 29:1906–1925

    Article  Google Scholar 

  • Coles S, Dixon M (1999) Likelihood-based inference for extreme value models. Extremes 2:5–23

    Article  Google Scholar 

  • Cox DR, Hinkley DV (1979) Theoretical statistics. Taylor & Francis

  • Ding YH, Ren GY, Zhao ZC, et al. (2007) Detection, causes and projection of climate change over China: an overview of recent progress. Adv Atmos Sci 24:954–971

    Article  Google Scholar 

  • Dupuis DJ, Tsao M (1998) A hybrid estimator for generalized pareto and extreme-value distributions. Commun Stat Theory Methods 27:925–941

    Article  Google Scholar 

  • El Adlouni S, Ouarda T, Zhang X, et al. (2007) Generalized maximum likelihood estimators for the nonstationary generalized extreme value model. Water Resour Res 43:13

    Article  Google Scholar 

  • Feng S, Nadarajah S, Hu Q (2007) Modeling annual extreme precipitation in China using the generalized extreme value distribution. J Meteorol Soc Jpn 85:599–613

    Article  Google Scholar 

  • Feng J, Yan DH, Li CZ, et al. (2014) Regional frequency analysis of extreme precipitation after drought events in the Heihe River Basin, Northwest China. J Hydrol Eng 19:1101–1112

    Article  Google Scholar 

  • Hawkins E, Sutton R (2009) The potential to narrow uncertainty in regional climate predictions. Bull Am Meteorol Soc 90:1095–2011

    Article  Google Scholar 

  • Hawkins E, Sutton R (2011) The potential to narrow uncertainty in projections of regional precipitation change. Clim Dyn 37:407–418

    Article  Google Scholar 

  • Hua WJ, Chen HS, Sun SL (2014) Uncertainty in land surface temperature simulation over China by CMIP3/CMIP5 models. Theor Appl Climatol 117:463–474

    Article  Google Scholar 

  • Kharin VV, Zwiers FW (2005) Estimating extremes in transient climate change simulations. J Clim 18:1156–1173

    Article  Google Scholar 

  • Kharin VV, Zwiers FW, Zhang X, et al. (2007) Changes in temperature and precipitation extremes in the IPCC ensemble of global coupled model simulations. J Clim 20:1419–1444

    Article  Google Scholar 

  • Kharin VV, Zwiers FW, Zhang X, et al. (2013) Changes in temperature and precipitation extremes in the CMIP5 ensemble. Clim Chang 119:345–357

    Article  Google Scholar 

  • Kioutsioukis I, Melas D, Zerefos C (2010) Statistical assessment of changes in climate extremes over Greece (1955–2002). Int J Climatol 30:1723–1737

    Article  Google Scholar 

  • Klein Tank A, Zwiers F, Zhang X (2009) Guidelines on analysis of extremes in a changing climate in support of informed decisions for adaptation. In: Proceedings of the WCDMP-No 72, WMO-TD No 1500

  • Knutti R, Sedlacek J (2013) Robustness and uncertainties in the new CMIP5 climate model projections. Nat Clim Chang 3:369–373

    Article  Google Scholar 

  • Li ZL, Li ZJ, Zhao W, et al. (2015) Probability modeling of precipitation extremes over two river basins in northwest of China. Adv Meteorol 17:378–392

    Google Scholar 

  • Liu BH, Xu M, Henderson M, et al. (2004) Taking China’s temperature: daily range, warming trends, and regional variations, 1955–2000. J Clim 17:4453–4462

    Article  Google Scholar 

  • Martins ES, Stedinger JR (2000) Generalized maximum-likelihood generalized extreme-value quantile estimators for hydrologic data. Water Resour Res 36:737–744

    Article  Google Scholar 

  • Neelin JD, Langenbrunner B, Meyerson JE, et al. (2013) California winter precipitation change under global warming in the Coupled Model Intercomparison Project phase 5 ensemble. J Clim 26:6238–6256

    Article  Google Scholar 

  • Qian WH, Lin X (2004) Regional trends in recent temperature indices in China. Clim Res 27:119–134

    Article  Google Scholar 

  • Song C, Pei T, Zhou CH (2014) The role of changing multiscale temperature variability in extreme temperature events on the eastern and central Tibetan Plateau during 1960–2008. Int J Climatol 24:3683–3701

    Article  Google Scholar 

  • Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of Cmip5 and the experiment design. Bull Am Meteorol Soc 93:485–498

    Article  Google Scholar 

  • Tebaldi C, Hayhoe K, Arblaster JM, et al. (2007) Going to the extremes—an intercomparison of model-simulated historical and future changes in extreme events (vol 79, pg 185, 2006). Clim Chang 82:233–234

    Article  Google Scholar 

  • Wang L, Chen W (2014) A CMIP5 multimodel projection of future temperature, precipitation, and climatological drought in China. Int J Climatol 34:2059–2078

    Article  Google Scholar 

  • Wang SW, Gong DY (2000) Enhancement of the warming trend in China. Geophys Res Lett 27:2581–2584

    Article  Google Scholar 

  • Wang YQ, Zhou L (2005) Observed trends in extreme precipitation events in China during 1961–2001 and the associated changes in large-scale circulation. Geophys Res Lett 32:4

    Article  Google Scholar 

  • Wood AW, Maurer EP, Kumar A, et al. (2002) Long-range experimental hydrologic forecasting for the eastern United States. J Geophys Res-Atmos 107:15

    Google Scholar 

  • Wood AW, Leung LR, Sridhar V, et al. (2004) Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs. Clim Chang 62:189–216

    Article  Google Scholar 

  • Wu QB, Liu YZ (2004) Ground temperature monitoring and its recent change in Qinghai-Tibet Plateau. Cold Reg Sci Technol 38:85–92

    Article  Google Scholar 

  • Yang T, Shao QX, Hao ZC, et al. (2010) Regional frequency analysis and spatio-temporal pattern characterization of rainfall extremes in the Pearl River Basin, China. J Hydrol 380:386–405

    Article  Google Scholar 

  • Yang L, Villarini G, Smith JA, et al. (2013) Changes in seasonal maximum daily precipitation in China over the period 1961–2006. Int J Climatol 33:1646–1657

    Article  Google Scholar 

  • Yang SL, Feng JM, Dong WJ, et al. (2014) Analyses of extreme climate events over China based on CMIP5 historical and future simulations. Adv Atmos Sci 31:1209–1220

    Article  Google Scholar 

  • You QL, Kang SC, Aguilar E, et al. (2011) Changes in daily climate extremes in China and their connection to the large scale atmospheric circulation during 1961–2003. Clim Dyn 36:2399–2417

    Article  Google Scholar 

  • Zhai PM, Pan XH (2003) Trends in temperature extremes during 1951–1999 in China. Geophys Res Lett 30:367–388

    Article  Google Scholar 

  • Zhai PM, Sun AJ, Ren FM, et al. (1999) Chances of climate extremes in China. Clim Chang 42:203–218

    Article  Google Scholar 

  • Zhai PM, Zhang XB, Wan H, et al. (2005) Trends in total precipitation and frequency of daily precipitation extremes over China. J Clim 18:1096–1108

    Article  Google Scholar 

  • Zhang L, Dong M, Wu TW (2011) Changes in precipitation extremes over Eastern China simulated by the Beijing Climate Center Climate System Model (BCC_CSM1.0). Clim Res 50:227–245

    Article  Google Scholar 

  • Zhou TJ, Yu RC (2006) Twentieth-century surface air temperature over China and the globe simulated by coupled climate models. J Clim 19:5843–5858

    Article  Google Scholar 

  • Zhou ZZ, Liu SG, Hua H, et al. (2014) Frequency analysis for predicting extreme precipitation in Changxing Station of Taihu Basin, China. J Coast Res 144-151

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Acknowledgments

This research was funded by the Fundamental Research Funds of National Natural Science Foundation of China (Grant No. 51309076), National Social Science Foundation of China (2012&ZD214), and the Fundamental Research Funds for the Central Universities (2014B05814). We acknowledge the World Climate Research Program’s Working Group on Coupled Modeling, which is responsible for CMIP, and we thank the climate modeling groups (listed in Table 1 of this paper) for producing and making available their model output. For CMIP, the US Department of Energy’s Program for Climate Model Diagnosis and Intercomparison provides a coordinating support and leads in the development of software infrastructure in partnership with the Global Organization for Earth System Science Portals.

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Authors and Affiliations

  1. College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing, 210098, China

    Xin Wen, Guohua Fang, Heshuai Qi, Lei Zhou & Yuqin Gao

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  1. Xin Wen
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  2. Guohua Fang
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  3. Heshuai Qi
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  4. Lei Zhou
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  5. Yuqin Gao
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Correspondence to Guohua Fang.

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Wen, X., Fang, G., Qi, H. et al. Changes of temperature and precipitation extremes in China: past and future. Theor Appl Climatol 126, 369–383 (2016). https://doi.org/10.1007/s00704-015-1584-x

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