Applicability Analysis of GPM Satellite Precipitation Data in Coastal Areas: A case in Sanya
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    Abstract:

    The uncertainty of the satellite precipitation products limits their applicability in coastal areas. This paper evaluates the applicability of a new precipitation product IMERG from Global Precipitation Measurements (GPM) in Sanya based on the meteorological stations data. The measured precipitation data of meteorological stations in 2016 are used to evaluate and compare the accuracy of IMERG data. Correlation coefficient, Standard Deviation and Percent Bias are used to assess the applicability of IMERG data. The results show: There was a significant correlation between IMERG and the observed data. The IMERG precipitation data and the measured precipitation from meteorological stations have an identical spatialtemporal variation regularity, but in the mountain areas and islands, the estimated precipitation of IMERG is not as good as that in plain areas. At the same time, the analysis of daily and halfhour IMERG data shows that there are also deviations of the precipitation estimated by daily IMERG data for different grades, and the estimated precipitation of halfhour IMERG data is higher in the island stations. Generally speaking, IMERG precipitation data are reasonable in estimating temporal variation and spatial distribution patterns of precipitation, but there are still some deviations in the estimation of rainfall in mountainous and island areas. Therefore, IMERG data should be used reasonably in combination with topographic information in the future.

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方勉,何君涛,符永铭,王定贵,朱梅. GPM卫星降水数据在沿海地区的适用性分析——以三亚市为例[J].气象科技英文版,2020,48(5):622-629.

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History
  • Received:July 16,2019
  • Revised:June 02,2020
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  • Online: October 26,2020
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