Machine learning based radiation emulation: development and performance evaluation in operational reforecast experiments
This study investigates the key issues for hybrid modelling: coupling compatibility and long-term 10 integration stability, and a residual convolutional neural network is employed to approximate the Rapid Radiative Transfer Model for General Circulation Models within the global operational system of China Meteorologica...
Hao Jing, Sa Xiao, Haoyun Li et al.
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