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Model and data reduction for data assimilation: Particle filters employing projected forecasts and data with application to a shallow water model

Aishah Albarakati, Marko Budisic, Rose Crocker, Juniper Glass-Klaiber, Sarah Iams, John Maclean, Noah Marshall, Colin Roberts, Erik S. Van Vleck. Model and data reduction for data assimilation: Particle filters employing projected forecasts and data with application to a shallow water model. Computers & Mathematics with Applications, 116:194-211, 2022. [doi]

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