Downscaling method for APHRODITE rainfall data
A downscaling, SM2RAIN-ASCAT technology, applied in the direction of rainfall/precipitation gauges, measuring devices, instruments, etc., can solve the problems of low spatial resolution and cannot meet the needs of regional small-scale applications, and achieve high accuracy and quality results
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[0055] Select Zhejiang Province (118°01'-123°08'E, 27°01'-31°10'N) as the research area, use the 2015 GPM-IMERG and SM2RAIN-ASCAT precipitation datasets and include SRTM DEM, Slope , Aspect, Lon and Lat auxiliary data sets, downscale the APHRODITE daily precipitation data set in the same period, and finally obtain the APHRODITE precipitation data with a temporal resolution of 1 day and a spatial resolution of 0.1°×0.1°. The downscaling method is as follows:
[0056] Step 1) Data acquisition: Obtain the GPM-IMERG dataset, SM2RAIN-ASCAT dataset and APHRODITE daily precipitation dataset in the study area. Obtain an auxiliary data set of environmental factors in the same research area. The spatial resolution of the auxiliary data set is higher than that of the APHRODITE daily precipitation data set. The auxiliary data set includes SRTM DEM digital elevation model, slope Slope, slope aspect, longitude Lon and latitude Lat. Longitude Lon and latitude Lat are obtained by calculatin...
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