Reconstructing the Tropical Pacific Upper Ocean Using Online Data Assimilation With a Deep Learning Model
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A deep learning (DL) model, based on a transformer architecture, is trained on a climate-model data set and compared with a standard linear inverse model (LIM) in the tropical Pacific. We show that the DL model produces more accurate forecasts compared to the ... ...
