Evaluation of the successive V6 and V7 TRMM multisatellite precipitation analysis over the Continental United States

被引:121
作者
Chen, Sheng [1 ,2 ]
Hong, Yang [1 ,2 ]
Gourley, Jonathan J. [3 ]
Huffman, George J. [4 ,5 ]
Tian, Yudong [5 ,6 ]
Cao, Qing [1 ,2 ]
Yong, Bin [7 ]
Kirstetter, Pierre-Emmanuel [1 ,2 ,3 ]
Hu, Junjun [2 ,8 ]
Hardy, Jill [2 ,3 ]
Li, Zhe [9 ]
Khan, Sadiq I. [1 ,2 ]
Xue, Xianwu [1 ,2 ]
机构
[1] Univ Oklahoma, Sch Civil Engn & Environm Sci, Norman, OK 73072 USA
[2] Natl Weather Ctr, Adv Radar Res Ctr, Norman, OK USA
[3] NOAA, Natl Severe Storms Lab, Norman, OK 73069 USA
[4] Sci Syst & Applicat Inc, Lanham, MD USA
[5] NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
[6] Univ Maryland, Earth Syst Sci Interdisciplinary Ctr, College Pk, MD 20742 USA
[7] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing, Jiangsu, Peoples R China
[8] Univ Oklahoma, Sch Comp Sci, Norman, OK 73019 USA
[9] Tsinghua Univ, Dept Hydraul Engn, Beijing 100084, Peoples R China
关键词
evaluation; QPE; TRMM; TMPA; ANALYSIS TMPA; RAINFALL; PRODUCTS; RADAR; MODEL;
D O I
10.1002/2012WR012795
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The spatial error structure of surface precipitation derived from successive versions of the TRMM Multisatellite Precipitation Analysis (TMPA) algorithms are systematically studied through comparison with the Climate Prediction Center Unified Gauge daily precipitation Analysis (CPCUGA) over the Continental United States (CONUS) for 3 years from June 2008 to May 2011. The TMPA products include the version-6(V6) and version-7(V7) real-time products 3B42RT (3B42RTV6 and 3B42RTV7) and research products 3B42 (3B42V6 and 3B42V7). The evaluation shows that 3B42V7 improves upon 3B42V6 over the CONUS regarding 3 year mean daily precipitation: the correlation coefficient (CC) increases from 0.85 in 3B42V6 to 0.92 in 3B42V7; the relative bias (RB) decreases from -22.95% in 3B42V6 to -2.37% in 3B42V7; and the root mean square error (RMSE) decreases from 0.80 in 3B42V6 to 0.48 mm in 3B42V7. Distinct improvement is notable in the mountainous West especially along the coastal northwest mountainous areas, whereas 3B42V6 (also 3B42RTV6 and 3B42RTV7) largely underestimates: the CC increases from 0.86 in 3B42V6 to 0.89 in 3B42V7, and the RB decreases from -44.17% in 3B42V6 to -25.88% in 3B42V7. Over the CONUS, 3B42RTV7 gained a little improvement over 3B42RTV6 as RB varies from -4.06% in 3B42RTV6 to 0.22% in 3B42RTV7. But there is more overestimation with the RB increasing from 8.18% to 14.92% (0.16-3.22%) over the central US (eastern).
引用
收藏
页码:8174 / 8186
页数:13
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