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[期刊论文]

Comprehensive Evaluation of Two Successive V3 and V4 IMERG Final Run Precipitation Products over Mainland China

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author:

Zhao, Haigen (Zhao, Haigen.) [1] | Yang, Shengtian (Yang, Shengtian.) [2] | You, Songcai (You, Songcai.) [3] | Unfold

Indexed by:

EI Scopus SCIE

Abstract:

The Integrated Multi-satellitE Retrievals for Global Precipitation Measurement Final Run (IMERGF) product has now been upgraded to Version 4 (V4), which has been available since March 2017. Therefore, it is desirable to evaluate the characteristic differences between the V4 and the previous V3 products. A comprehensive performance evaluation of the errors of the successive V3 and V4 IMERGF products is performed with a comparison of the China daily Precipitation Analysis Products (CPAP) from March 2014 to February 2015. The version 6 Global Satellite Mapping of Precipitation (GSMaP) research product (which is another Global Precipitation Measurement (GPM) based precipitation product) is also used as a comparison in this study. Overall, the IMERGF-V4 product does not exhibit the anticipated improvement for China compared to the IMERGF-V3 product. An analysis of the metrics of annual daily average precipitation over China for the IMERGF-V3 and IMERGF-V4 products indicates a decrease of the relative bias (RB) from 3.70% to -7.18%, a decrease of the correlation coefficient (CC) from 0.91 to 0.89, an increase of the fractional standard error (FSE) from 0.49 to 0.56, and an increase of the root-mean-square error (RMSE) from 0.63 mm to 0.72 mm. Compared to the IMERGF-V3 product, the IMERGF-V4 product exhibits a significant underestimation of precipitation in the Qinghai-Tibetan plateau with a much lower RB of -60.91% (-58.19%, -65.30%, and -63.74%) based on the annual (summer, autumn, and winter) daily average precipitation and an even worse performance during winter (-72.33% of RB). In comparison, the GSMaP product outperforms the IMERGF-V3 and IMERGF-V4 products and has the smallest RMSE (0.47 mm/day), highest CC (0.95), lowest FSE (0.37), and best performance of the RB (-2.39%) in terms of annual daily precipitation over China. However, the GSMaP product underestimates the precipitation more than the IMERGF-V3 product for the arid XJ region.

Keyword:

China evaluation GSMaP IMERG precipitation version 3 version 4

Community:

  • [ 1 ] [Zhao, Haigen]Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
  • [ 2 ] [You, Songcai]Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
  • [ 3 ] [Zhao, Haigen]Beijing Water Sci & Technol Inst, Beijing 100048, Peoples R China
  • [ 4 ] [Yang, Shengtian]Beijing Normal Univ, Coll Water Sci, Beijing 100875, Peoples R China
  • [ 5 ] [Huang, Yingchun]Beijing Inst Surveying & Mapping, Beijing 100038, Peoples R China
  • [ 6 ] [Wang, Qianfeng]Fuzhou Univ, Coll Environm & Resource, Fuzhou 350116, Fujian, Peoples R China
  • [ 7 ] [Zhou, Qiuwen]Guizhou Normal Univ, Sch Geog & Environm Sci, Guiyang 550001, Guizhou, Peoples R China

Reprint 's Address:

  • [Zhao, Haigen]Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China;;[You, Songcai]Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China;;[Zhao, Haigen]Beijing Water Sci & Technol Inst, Beijing 100048, Peoples R China

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Source :

REMOTE SENSING

ISSN: 2072-4292

Year: 2018

Issue: 1

Volume: 10

4 . 1 1 8

JCR@2018

4 . 2 0 0

JCR@2023

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:153

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 29

SCOPUS Cited Count: 30

ESI Highly Cited Papers on the List: 1 Unfold All

  • 2019-5

30 Days PV: 2

Online/Total:50/10081470
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