Localization and the iterative ensemble Kalman smoother

Systematic Comparison of Four-Dimensional Data Assimilation Methods With and Without the Tangent Linear Model Using Hybrid Background Error Covariance: E4DVar versus 4DEnVar

(2015) Jonathan Poterjoy et al.   MONTHLY WEATHER REVIEW

Linear Filtering of Sample Covariances for Ensemble-Based Data Assimilation. Part I: Optimality Criteria and Application to Variance Filtering and Covariance Localization

(2015) Benjamin Ménétrier et al.   MONTHLY WEATHER REVIEW

4DEnVar: link with 4D state formulation of variational assimilation and different possible implementations

(2014) Gérald Desroziers et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Levenberg–Marquardt forms of the iterative ensemble smoother for efficient history matching and uncertainty quantification

(2013) Yan Chen et al.   COMPUTATIONAL GEOSCIENCES

Empirical Localization of Observation Impact in Ensemble Kalman Filters

(2013) Jeffrey Anderson et al.   MONTHLY WEATHER REVIEW

Modelling of local length-scale dynamics and isotropizing deformations

(2013) O. Pannekoucke et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

An iterative ensemble Kalman smoother

(2013) M. Bocquet et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

A comparison of 4DVar with ensemble data assimilation methods

(2013) D. Fairbairn et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

An Iterative EnKF for Strongly Nonlinear Systems

(2012) Pavel Sakov et al.   MONTHLY WEATHER REVIEW

Localization and Sampling Error Correction in Ensemble Kalman Filter Data Assimilation

(2012) Jeffrey L. Anderson   MONTHLY WEATHER REVIEW

A simpler formulation of forecast sensitivity to observations: application to ensemble Kalman filters

(2012) Eugenia Kalnay et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

Smoothing Problems in a Bayesian Framework and Their Linear Gaussian Solutions

(2011) Emmanuel Cosme et al.   MONTHLY WEATHER REVIEW

A regulated localization scheme for ensemble-based Kalman filters

(2011) Lars Nerger et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Relation between two common localisation methods for the EnKF

(2010) Pavel Sakov et al.   COMPUTATIONAL GEOSCIENCES

Efficient Ensemble Covariance Localization in Variational Data Assimilation

(2010) Craig H. Bishop et al.   MONTHLY WEATHER REVIEW

Intercomparison of Variational Data Assimilation and the Ensemble Kalman Filter for Global Deterministic NWP. Part I: Description and Single-Observation Experiments

(2009) Mark Buehner et al.   MONTHLY WEATHER REVIEW

Asynchronous data assimilation with the EnKF

(2009) Pavel Sakov et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

An Ensemble-Based Four-Dimensional Variational Data Assimilation Scheme. Part I: Technical Formulation and Preliminary Test

(2008) Chengsi Liu et al.   MONTHLY WEATHER REVIEW

A deterministic formulation of the ensemble Kalman filter: an alternative to ensemble square root filters

(2008) Pavel Sakov et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY