A Localized Particle Filter for High-Dimensional Nonlinear Systems

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Data assimilation in the geosciences: An overview of methods, issues, and perspectives (2017, unknown): “Such strategies have recently been proposed and implemented (Beskos, Crisan, Jasra, Kamatani, & Zhou, 2017; Farchi & Bocquet, 2018; Penny & Miyoshi, 2016; Poterjoy, 2016; Reich, 2013; Robert & Künsch, 2017).”
Direct Assimilation of Radar Reflectivity without Tangent Linear and Adjoint of the Nonlinear Observation Operator in the GSI-Based EnVar System: Methodology and Experiment with the 8 May 2003 Oklahoma City Tornadic Supercell (2017, background): “Methods that consider higher-order moments (e.g., Hodyss 2012) or relax the parametric distribution assumption (e.g., Poterjoy 2016) become increasingly computationally feasible.”