An observation-conditioned transformer (ORCA) reduces GFS 10-m wind forecast RMSE by 45% at 1 h and 13% at 48 h over the North Atlantic, with the largest gains near coasts and shipping lanes.
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Observation-driven correction of numerical weather prediction for marine winds
An observation-conditioned transformer (ORCA) reduces GFS 10-m wind forecast RMSE by 45% at 1 h and 13% at 48 h over the North Atlantic, with the largest gains near coasts and shipping lanes.