Advanced search
Publication Cover
Tellus A: Dynamic Meteorology and Oceanography Volume 71, 2019 - Issue 1
Journal homepage
1,790
Views
12
CrossRef citations to date
0
Altmetric
Research Article

Gaussian approximations in filters and smoothers for data assimilation

Matthias MorzfeldDepartment of Mathematics, University of Arizona, AZ, USA; Correspondence[email protected]
View further author information
&
Daniel HodyssMarine Meteorology Division, Naval Research Laboratory, Monterey, CA, USAView further author information
Article: 1600344 | Published online: 09 May 2019

Citations (12)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (2)

Spencer Lunderman, Matthias Morzfeld & Derek J. Posselt. (2021) Using global Bayesian optimization in ensemble data assimilation: parameter estimation, tuning localization and inflation, or all of the above. Tellus A: Dynamic Meteorology and Oceanography 73:1, pages 1-16.
Read now
Sarah A. King, Kazufumi Ito & Daniel Hodyss. (2020) A numerical integration-based Kalman filter for moderately nonlinear systems. Tellus A: Dynamic Meteorology and Oceanography 72:1, pages 1-17.
Read now

Articles from other publishers (10)

Maximilian Ramgraber, Ricardo Baptista, Dennis McLaughlin & Youssef Marzouk. (2023) Ensemble transport smoothing. Part II: Nonlinear updates. Journal of Computational Physics: X 17, pages 100133.
Crossref
Ashesh Chattopadhyay, Ebrahim Nabizadeh, Eviatar Bach & Pedram Hassanzadeh. (2023) Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems. Journal of Computational Physics 477, pages 111918.
Crossref
Lingfeng Tao, Xuguang Sun, Xiu‐Qun Yang, Jiabei Fang & Zhi‐Qi Zhang. (2023) Effect of Oceanic Stochastic Forcing on Wintertime Atmospheric Decadal Variability Over Midlatitude North Pacific. Journal of Geophysical Research: Atmospheres 128:2.
Crossref
Jonathan Poterjoy. (2022) Regularization and tempering for a moment‐matching localized particle filter. Quarterly Journal of the Royal Meteorological Society 148:747, pages 2631-2651.
Crossref
Yuming Ba, Jana de Wiljes, Dean S. Oliver & Sebastian Reich. (2021) Randomized maximum likelihood based posterior sampling. Computational Geosciences 26:1, pages 217-239.
Crossref
Lars Nerger. (2021) Data assimilation for nonlinear systems with a hybrid nonlinear Kalman ensemble transform filter. Quarterly Journal of the Royal Meteorological Society 148:743, pages 620-640.
Crossref
Ian Grooms & Gregor Robinson. (2021) A hybrid particle-ensemble Kalman filter for problems with medium nonlinearity. PLOS ONE 16:3, pages e0248266.
Crossref
John Maclean & Elaine T. Spiller. (2021) A surrogate-based approach to nonlinear, non-Gaussian joint state-parameter data assimilation. Foundations of Data Science 3:3, pages 589.
Crossref
Hojat Ghorbanidehno, Amalia Kokkinaki, Jonghyun Lee & Eric Darve. (2020) Recent developments in fast and scalable inverse modeling and data assimilation methods in hydrology. Journal of Hydrology 591, pages 125266.
Crossref
Ashesh Chattopadhyay, Ebrahim Nabizadeh, Eviatar Bach & Pedram Hassanzadeh. (2022) Deep Learning-Enhanced Ensemble-Based Data Assimilation for High-Dimensional Nonlinear Dynamical Systems. SSRN Electronic Journal.
Crossref

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.