Forecast calibrations of surface air temperature over xinjiang based on u-net neural network

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  • who: . et al. from the Paul Scherrer Institut, Switzerland University of Exeter, United Kingdom have published the research work: Forecast calibrations of surface air temperature over Xinjiang based on U-net neural network, in the Journal: (JOURNAL) of 31/Dec/2019
  • what: The detailed calculation process of quantile mapping in this paper is as follows: On each grid point, first, the quantiles of the observations and predictions in the training period are calculated respectively. In this paper, a series of parameters such as network depths, number of convolution kernels, the batch size and learning rate . . .

     

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