Nature research paper: Accurate medium-range global weather forecasting with 3D neural networks
-component of wind speed) and four surface variables . For a complete list of studied variables and the corresponding abbreviations, refer to Extended Data TableWhen we prepared for the test data in 2018, we excluded the test points on 1 January 2018 owing to the overlap with training data. In addition, all test points in December 2018 are unavailable for the upper-air variables owing to a server error of ECMWF. FourCastNet also excluded these data from the testing phase.
to connect the adjacent layers of different resolutions with down-sampling and up-sampling operations. For down-sampling, we merged four tokens into one (the feature dimensionality increases from
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