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Improvement of a neural network convection scheme by including triggering and evaluation in present and future climates

Germain, Hugo et al.
arXiv (All) · Papers
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In this study, we improve a neural network (NN) parameterization of deep convection in the global atmosphere model ARP-GEM. To take into account the sporadic nature of convection, we develop a NN parameterization that includes a triggering mechanism that can detect whether deep convection is active
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