Machine Learning Techniques to Construct Patched Analog Ensembles for Data Assimilation

no code implementations • 27 Feb 2021 • Lucia Minah Yang, Ian Grooms

Using generative models from the machine learning literature to create artificial ensemble members for use within data assimilation schemes has been introduced in [Grooms QJRMS, 2020] as constructed analog ensemble optimal interpolation (cAnEnOI).

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