Published April 26, 2022
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Datasets for radiation emulator in a cloud resolving model
Description
Training sets used in the following reference to the RRTMG-K radiation emulator in a cloud resolving model
The structure of input and output variables is slightly changed from the GRL 2020 study.
Full datasets, without sub-sampling, are provided.
3s_full.i and 3s_full.o are minimum and maximum values for input and output, respectively.
See more details in readme file.
Reference: Roh, S., and H.-J. Song, 2020, Evaluation of neural network emulations for radiation parameterization in cloud resolving model. Geophysical Research Letters, 47, e2020GL089444, doi:10.1029/2020GL089444