Early assessment of Integrated Multi-satellite Retrievals for Global Precipitation Measurement over China
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 IM...
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Veröffentlicht in: | Atmospheric research 2016-07, Vol.176-177, p.121-133 |
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Sprache: | eng |
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Zusammenfassung: | 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° 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.
•Gauge-adjusted IMERG_Cal greatly outperforms real-time IMERG_Uncal and is slightly better than 3B42V7 over mainland China.•IMERG_Uncal, IMERG_Cal and 3B42V7 show poor performances in detecting precipitation in winter.•Great overestimation or underestimation errors are found in IMERG_Uncal over most mainland China. |
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ISSN: | 0169-8095 1873-2895 |
DOI: | 10.1016/j.atmosres.2016.02.020 |