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most citedSelf-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models

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physics.ao-ph2022

Towards hourly three-dimensional ensemble data assimilation of screen-level observations into coupled atmosphere-land models

Tobias Finn, Gernot Geppert, Felix Ament

We explore the potential of three-dimensional data assimilation for assimilating sparsely-distributed 2-metre temperature observations across the coupled atmosphere-land interface…