Dynamical downscaling simulation and future projection of precipitation over China

被引:114
作者
Bao, Jiawei [1 ]
Feng, Jinming [2 ]
Wang, Yongli [2 ]
机构
[1] Beijing Normal Univ, Coll Global Change & Earth Syst Sci, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Atmospher Phys, Key Lab Reg Climate Environm East Asia, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
CLIMATE-CHANGE; MONSOON PRECIPITATION; SUMMER PRECIPITATION; MODEL PROJECTIONS; EURO-CORDEX; EAST-ASIA; PART I; RESOLUTION; CMIP5; RCM;
D O I
10.1002/2015JD023275
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
This study assesses present-day and future precipitation changes over China by using the Weather Research and Forecasting (WRF) model version 3.5.1. The WRF model was driven by the Geophysical Fluid Dynamics Laboratory Earth System Model with the Generalized Ocean Layer Dynamics component (GFDL-ESM2G) output over China at the resolution of 30 km for the present day (1976-2005) and near future (2031-2050) under the Representative Concentration Pathways 4.5 (RCP4.5) scenario. The results demonstrate that with improved resolution and better representation of finer-scale physical process, dynamical downscaling adds value to the regional precipitation simulation. WRF downscaling generally simulates more reliable spatial distributions of total precipitation and extreme precipitation in China with higher spatial pattern correlations and closer magnitude. It is able to successfully eliminate the artificial precipitation maximum area simulated by GFDL-ESM2G over the west of the Sichuan Basin, along the eastern edge of the Tibetan Plateau in both summer and winter. Besides, the regional annual cycle and frequencies of precipitation intensity are also well depicted by WRF. In the future projections, under the RCP4.5 scenario, both models project that summer precipitation over most parts of China will increase, especially in western and northern China, and that precipitation over some southern regions is projected to decrease. The projected increase of future extreme precipitation makes great contributions to the total precipitation increase. In southern regions, the projected larger extreme precipitation amounts accompanied with fewer extreme precipitation frequencies suggest that future daily extreme precipitation intensity is likely to increase in these regions.
引用
收藏
页码:8227 / 8243
页数:17
相关论文
共 80 条
[21]  
Gao XJ, 2001, ADV ATMOS SCI, V18, P1224
[22]   Climate Change over China in the 21st Century as Simulated by BCC_CSM1.1-RegCM4.0 [J].
Gao Xue-Jie ;
Wang Mei-Li ;
Giorgi, Filippo .
ATMOSPHERIC AND OCEANIC SCIENCE LETTERS, 2013, 6 (05) :381-386
[23]   A high resolution simulation of climate change over China [J].
Gao XueJie ;
Shi Ying ;
Giorgi, Filippo .
SCIENCE CHINA-EARTH SCIENCES, 2011, 54 (03) :462-472
[24]   Uncertainties in monsoon precipitation projections over China: results from two high-resolution RCM simulations [J].
Gao, Xuejie ;
Shi, Ying ;
Zhang, Dongfeng ;
Wu, Jia ;
Giorgi, Filippo ;
Ji, Zhenming ;
Wang, Yongguang .
CLIMATE RESEARCH, 2012, 52 (01) :213-226
[25]   Regional climate modeling: Status and perspectives [J].
Giorgi, F. .
JOURNAL DE PHYSIQUE IV, 2006, 139 :101-118
[26]  
Giorgi F., 2009, Bulletin - World Meteorological Organization, V58, P175
[27]   APPROACHES TO THE SIMULATION OF REGIONAL CLIMATE CHANGE - A REVIEW [J].
GIORGI, F ;
MEARNS, LO .
REVIEWS OF GEOPHYSICS, 1991, 29 (02) :191-216
[28]   Seasonal to yearly assessment of temperature and precipitation trends in the North Western Mediterranean Basin by dynamical downscaling of climate scenarios at high resolution (1971-2050) [J].
Goncalves, M. ;
Barrera-Escoda, A. ;
Guerreiro, D. ;
Baldasano, J. M. ;
Cunillera, J. .
CLIMATIC CHANGE, 2014, 122 (1-2) :243-256
[29]   The Climatology and Interannual Variability of the East Asian Winter Monsoon in CMIP5 Models [J].
Gong, Hainan ;
Wang, Lin ;
Chen, Wen ;
Wu, Renguang ;
Wei, Ke ;
Cui, Xuefeng .
JOURNAL OF CLIMATE, 2014, 27 (04) :1659-1678
[30]  
[郭彦 Guo Yan], 2013, [气候变化研究进展, Progressus Inquisitiones de Mutatione Climatis], V9, P181