Downscaling Results With Leave One Out Cross-Validation Method
收藏doi.org2025-03-24 收录
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http://doi.org/10.17632/xyt2y5st2r.1
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This file contains the downscaled rainfall (i.e., predicted) and the observed rainfall with leave-one-out cross-validation method. The number in the filename indicates the month number for the season. For example, for Davao season MAM, the file is contained in the file loocv_pred_vs_obs_davao_3_4_5_rain. For season JJA, it is contained in the file with number 6_7_8, for season SON it is 9_10_11, and for season DJF it is 12_1_2. Inside the file, when the year out is 1983, it means the downscaling model was computed without the data of 1983. Similar explanation applies to other columns depending on the year of the data being taken out.
本文件包含经降尺度处理(即预测)的降雨量以及通过留一法交叉验证方法得到的观测降雨量。文件名中的数字代表季节的月份。例如,针对达沃地区的MAM季节,相关文件存储于名为loocv_pred_vs_obs_davao_3_4_5_rain的文件中。对于JJA季节,对应的文件编号为6_7_8;对于SON季节,编号为9_10_11;而对于DJF季节,编号为12_1_2。在文件内部,当年份为1983年时,表示降尺度模型是在排除1983年数据的情况下计算得出的。对于其他年份的数据,其解释与此类似。
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