Model and Data Reduction for Data Assimilation: Particle Filters Employing Projected Forecasts and Data with Application to a Shallow Water Model

DOI10.1016/J.CAMWA.2021.05.026zbMath1524.62464arXiv2101.09252MaRDI QIDQ6358829

Sarah Iams, John MacLean, Erik S. Van Vleck, Rose Crocker, Colin Roberts, Juniper Glass-Klaiber, Noah Marshall, Aishah Albarakati, Marko Budišić

Publication date: 22 January 2021

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Filtering in stochastic control theory (93E11) Monte Carlo methods (65C05) Dynamical systems in fluid mechanics, oceanography and meteorology (37N10) Approximation methods and numerical treatment of dynamical systems (37M99)

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