Early assessment of Integrated Multi-satellite Retrievals for Global Precipitation Measurement over China

被引:192
作者
Guo, Hao [1 ,2 ]
Chen, Sheng [3 ,4 ]
Bao, Anming [1 ]
Behrangi, Ali [5 ]
Hong, Yang [4 ]
Ndayisaba, Felix [1 ,2 ]
Hu, Junjun [6 ]
Stepanian, Phillip M. [7 ]
机构
[1] Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[3] Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou 510275, Guangdong, Peoples R China
[4] Univ Oklahoma, Sch Civil Engn & Environm Sci, Norman, OK 73072 USA
[5] CALTECH, Jet Prop Labs, Pasadena, CA 91109 USA
[6] Univ Oklahoma, Sch Comp Sci, Norman, OK 73072 USA
[7] Univ Oklahoma, Adv Radar Res Ctr, Sch Meteorol, Norman, OK 73072 USA
基金
中国国家自然科学基金;
关键词
Global Precipitation Measurement; Remote sensing; Satellite; Precipitation; SATELLITE RAINFALL PRODUCT; GAUGE OBSERVATIONS; SUMMER PRECIPITATION; PASSIVE MICROWAVE; TIBETAN PLATEAU; MODEL; CLASSIFICATION; IMPROVEMENT; PERFORMANCE; VALIDATION;
D O I
10.1016/j.atmosres.2016.02.020
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Two post-real time precipitation products from the Integrated Multi-satellite Retrievals for Global Precipitation Measurement Mission (IMERG) are systematically evaluated over China with China daily Precipitation Analysis Product (CPAP) as reference. The IMERG products include the gauge-corrected IMERG product (IMERG_Cal) and the version of IMERG without direct gauge correction (IMERG_Uncal). The post-research TRMM Multisatellite Precipitation Analysis version 7 (TMPA-3B42V7) is also evaluated concurrently with IMERG for better perspective. In order to be consistent with CPAP, the evaluation and comparison of selected products are performed at 0.25 degrees and daily resolutions from 12 March 2014 through 28 February 2015. The results show that: Both IMERG and 3B42V7 show similar performances. Compared to IMERG_Uncal, IMERG_Cal shows significant improvement in overall and conditional bias and in the correlation coefficient. Both IMERG_Cal and IMERG_Uncal perform relatively poor in winter and over-detect slight precipitation events in northwestern China. As an early validation of the GPM-era IMERG products that inherit the TRMM-era global satellite precipitation products, these findings will provide useful feedbacks and insights for algorithm developers and data users over China and beyond. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:121 / 133
页数:13
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