Downscaling Calibration Model Based on Spatial Multiple Correlation Disassembly Algorithm
A technology of multiple correlation and correction models, applied in the field of statistical downscaling, can solve the problems of large error, high uncertainty, and inability to guarantee the spatial correlation of downscaling results, etc., and achieve the effect of improving simulation accuracy
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[0033] The present invention will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solution of the present invention more clearly, but not to limit the protection scope of the present invention.
[0034] Such as figure 1 as shown,
[0035] Step 1: Data acquisition, including 1) Obtaining the daily rainfall grid data from 1961 to 2004 under different climate models in the source area of the Yellow River from the IPCC official website X t =(x 1,t ,x 2,t ,...,x m,t ), m is the number of grids, and t is the time; 2) Collect the daily measured rainfall data Y from 1961 to 2004 at each station in the source area of the Yellow River t =(y 1,t ,y 2,t ,...,y n,t ), n is the number of stations. The base period (1961-2004) is divided into two periods: the rate period (1961-1994) and the verification period (1995-2004), and the downscaling precipitation simulation performance of the clim...
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