Deep learning for the Earth Sciences by Gustau Camps-Valls

Author:Gustau Camps-Valls [Camps-Valls, Gustau]
Language: eng
Format: epub
ISBN: 9781119646167
Published: 2021-08-15T00:11:21+00:00

Figure 14.3 Score‐card for ensemble simulations at ECMWF (reproduced from Dueben et al. (2019)) that shows the differences between single precision (SP) and double precision (DP) simulations. In a tightly linked system such as the Earth system, a change in one model component (such as parametrization of deep convection) can have unforeseen effects on many components (such as surface temperature at the pole). If the score‐card shows a strong negative impact on any of the scores, it is unlikely that the change will be adopted for operational predictions.

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