Particle filters for high‐dimensional geoscience applications: A review von Leeuwen, Peter Jan, Künsch, Hans R., Nerger, Lars, Potthast, Roland, Reich, Sebastian

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A consistent interpretation of the stochastic version of the Ensemble Kalman Filter von Leeuwen, Peter Jan

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Particle Filtering and Gaussian Mixtures – On a Localized Mixture Coefficients Particle Filter (LMCPF) for Global NWP von ROJAHN, Anne, SCHENK, Nora, LEEUWEN, Peter Jan VAN, POTTHAST, Roland

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Gaussian anamorphosis in the analysis step of the EnKF: a joint state-variable/observation approach von Amezcua, Javier, Van Leeuwen, Peter Jan

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Observation impact in data assimilation: the effect of non-Gaussian observation error von Fowler, Alison, Jan Van Leeuwen, Peter

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A weak-constraint 4DEnsembleVar. Part II: experiments with larger models von Goodliff, Michael, Amezcua, Javier, Van Leeuwen, Peter Jan

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Comparing hybrid data assimilation methods on the Lorenz 1963 model with increasing non-linearity von Goodliff, Michael, Amezcua, Javier, Van Leeuwen, Peter Jan

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When can we expect extremely high surface temperatures? von Sterl, Andreas, Severijns, Camiel, Dijkstra, Henk, Hazeleger, Wilco, Jan van Oldenborgh, Geert, van den Broeke, Michiel, Burgers, Gerrit, van den Hurk, Bart, Jan van Leeuwen, Peter, van Velthoven, Peter

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Why Do the Maximum Intensities in Modeled Tropical Cyclones Vary Under the Same Environmental Conditions? von Tao, Dandan, Bell, Michael, Rotunno, Richard, Leeuwen, Peter Jan

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A non‐parametric way to estimate observation errors based on ensemble innovations von Hu, Chih‐Chi, Leeuwen, Peter Jan, Geer, Alan J.

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A framework for causal discovery in non-intervenable systems von van Leeuwen, Peter Jan, DeCaria, Michael, Chakraborty, Nachiketa, Pulido, Manuel

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Effects of mis‐specified time‐correlated model error in the (ensemble) Kalman Smoother von Ren, Haonan, Amezcua, Javier, Leeuwen, Peter Jan

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Representation errors and retrievals in linear and nonlinear data assimilation von van Leeuwen, Peter Jan

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A Tempered Particle Filter to Enhance the Assimilation of SAR‐Derived Flood Extent Maps Into Flood Forecasting Models von Di Mauro, Concetta, Hostache, Renaud, Matgen, Patrick, Pelich, Ramona, Chini, Marco, Leeuwen, Peter Jan, Nichols, Nancy, Blöschl, Günter

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Data Assimilation in the Solar Wind: Challenges and First Results von Lang, Matthew, Browne, Philip, Leeuwen, Peter Jan, Owens, Mathew

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Dynamics and Predictability of Tropical Cyclone Rapid Intensification in Ensemble Simulations of Hurricane Patricia (2015) von Tao, Dandan, Leeuwen, Peter Jan, Bell, Michael, Ying, Yue

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The Effect of the Equivalent-Weights Particle Filter on Dynamical Balance in a Primitive Equation Model von Ades, Melanie, van Leeuwen, Peter Jan

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Near‐Cloud Aerosol Retrieval Using Machine Learning Techniques, and Implied Direct Radiative Effects von Yang, C. Kevin, Chiu, J. Christine, Marshak, Alexander, Feingold, Graham, Várnai, Tamás, Wen, Guoyong, Yamaguchi, Takanobu, Jan van Leeuwen, Peter

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Rain‐Induced Stratification of the Equatorial Indian Ocean and Its Potential Feedback to the Atmosphere von Shackelford, Kyle, DeMott, Charlotte A., Leeuwen, Peter Jan, Thompson, Elizabeth, Hagos, Samson

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Global OH trend inferred from methylchloroform measurements von Krol, Maarten, Leeuwen, Peter Jan, Lelieveld, Jos

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