Simulation of extreme precipitation indices in the Yangtze River basin by using statistical downscaling method (SDSM)

被引:45
作者
Huang, Jin [2 ]
Zhang, Jinchi [1 ]
Zhang, Zengxin [1 ]
Sun, Shanlei [3 ]
Yao, Jian [1 ]
机构
[1] Nanjing Forestry Univ, Jiangsu Key Lab Forestry Ecol Engn, Nanjing 210037, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Atmospher Environm Monitoring & P, Coll Environm Sci & Engn, Nanjing 210044, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Appl Hydrometeorol Res Inst, Nanjing 210044, Peoples R China
关键词
REGIONAL FREQUENCY-ANALYSIS; CLIMATE-CHANGE; RAIN EVENTS; TRENDS; AUSTRALIA; SCENARIOS; IMPACTS; MODEL;
D O I
10.1007/s00704-011-0536-3
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
In this study, the applicability of the statistical downscaling model (SDSM) in modeling five extreme precipitation indices including R10 (no. of days with precipitation a parts per thousand yen10 mm day(-1)), SDI (simple daily intensity), CDD (maximum number of consecutive dry days), R1d (maximum 1-day precipitation total) and R5d (maximum 5-day precipitation total) in the Yangtze River basin, China was investigated. The investigation mainly includes the calibration and validation of SDSM model on downscaling daily precipitation, the validation of modeling extreme precipitation indices using independent period of the NCEP reanalysis data, and the projection of future regional scenarios of extreme precipitation indices. The results showed that: (1) there existed good relationship between the observed and simulated extreme precipitation indices during validation period of 1991-2000, the amount and the change pattern of extreme precipitation indices could be reasonably simulated by SDSM. (2) Under both scenarios A2 and B2, during the projection period of 2010-2099, the changes of annual mean extreme precipitation indices in the Yangtze River basin would be not obvious in 2020s; while slightly increase in the 2050s; and significant increase in the 2080s as compared to the mean values of the base period. The summer might be the more distinct season with more projected increase of each extreme precipitation indices than in other seasons. And (3) there would be distinctive spatial distribution differences for the change of annual mean extreme precipitation indices in the river basin, but the most of Yangtze River basin would be dominated by the increasing trend.
引用
收藏
页码:325 / 343
页数:19
相关论文
共 53 条
[1]  
[Anonymous], 1999, Acta Meteorol. Sin
[2]  
[Anonymous], 2007, ADV CLIM CHANG RES
[3]  
[Anonymous], 2008, J HYDRO-ENVIRON RES
[4]  
Chen W.-F., 2008, Theory of beam-columns, Volume 2: space behavior and design, P1
[5]  
Chen XueHao Chen XueHao, 2001, Journal of Yangzhou University, Natural Science Edition, V4, P47
[6]  
Chen Y.D., 2006, Hydrology and Earth System Sciences Discussion, V3, P1145, DOI DOI 10.5194/HESSD-3-1145-2006
[7]   Statistical downscaling of daily mean temperature, pan evaporation and precipitation for climate change scenarios in Haihe River, China [J].
Chu, J. T. ;
Xia, J. ;
Xu, C. -Y. ;
Singh, V. P. .
THEORETICAL AND APPLIED CLIMATOLOGY, 2010, 99 (1-2) :149-161
[8]  
[褚健婷 CHU Jian-ting], 2008, [资源科学, Resources Science], V30, P1825
[9]   A comparison of statistical downscaling and climate change factor methods: Impacts on low flows in the River Thames, United Kingdom [J].
Diaz-Nieto, J ;
Wilby, RL .
CLIMATIC CHANGE, 2005, 69 (2-3) :245-268
[10]   Hydrologic impact of climate change in the Saguenay watershed: comparison of downscaling methods and hydrologic models [J].
Dibike, YB ;
Coulibaly, P .
JOURNAL OF HYDROLOGY, 2005, 307 (1-4) :145-163