Application of the ensemble Kalman filter to environmental data assimilation

E Klimova - Iop conference series: Earth and environmental …, 2018 - iopscience.iop.org
ensemble Kalman filter or the ensemble Kalman smoothing method are increasingly used.
An algorithm based on the algorithms of the ensemble Kalman filter and ensemble Kalman

An application of the ensemble Kalman filter in epidemiological modelling

R Lal, W Huang, Z Li - Plos one, 2021 - journals.plos.org
… We review the SIRD model and the ensemble Kalman filter algorithm for inverse modelling.
Firstly, we demonstrate the use of EnKF using synthetic data. The effect on the estimated …

The ensemble Kalman filter: Theoretical formulation and practical implementation

G Evensen - Ocean dynamics, 2003 - Springer
Ensemble Kalman Filter (EnKF) and its numerical implementation. The EnKF has a large
user group, and numerous publications have discussed applications … in some applications. A …

A review of issues in ensemble-based Kalman filtering

M Ehrendorfer - Meteorologische Zeitschrift (Berlin), 2007 - osti.gov
application of ensemble-based data assimilation techniques, such as in the basic form of the
ensemble Kalman filter (… The necessity of employing an ensemble of small size represents a …

[图书][B] Efficient implementation of the ensemble Kalman filter

J Mandel - 2006 - researchgate.net
… Mandel, A two-stage ensemble Kalman filter for smooth data assimilation. Environmental
and Ecological Statistics. Conference on New Developments of Statistical Analysis in Wildlife, …

Understanding the ensemble Kalman filter

M Katzfuss, JR Stroud, CK Wikle - The American Statistician, 2016 - Taylor & Francis
applications, the state vectors are large spatial fields that are observed sequentially over time.
The EnKF approximates the Kalman filter … 2, we review the standard Kalman filter for linear …

[PDF][PDF] A comparison of the ensemble Kalman filter with the unscented Kalman filter: application to the construction of a road embankment

A Hommels, A Murakami, SI Nishimura - Geotechniek, 2009 - academia.edu
Ensemble Kalman filter Evensen introduced the Ensemble Kalman filter in 1994 and the
theoretical formulations as well as an overview of several applications are described in …

An iterative ensemble Kalman filter for reservoir engineering applications

MV Krymskaya, RG Hanea, M Verlaan - Computational Geosciences, 2009 - Springer
… , eg, the extended Kalman filter. However, … , application of the extended Kalman filter also
meets difficulties. These difficulties are overcome by applying the ensemble Kalman filtering (…

[PDF][PDF] The Ensemble Kalman Filter

D Assimilation - IEEE CONTROL SYSTEMS MAGAZINE, 2009 - researchgate.net
… of ensemble Kalman filter methods in meteorological data assimilation. We begin with a
summary of meteorological models and ensemblesapplications of the ensemble Kalman filter

The ensemble Kalman filter in reservoir engineering—a review

SI Aanonsen, G Nœvdal, DS Oliver, AC Reynolds… - Spe Journal, 2009 - onepetro.org
… of these techniques, the ensemble Kalman filter (EnKF). The … the EnKF to petroleum
applications to find valuable references … Following Evensen (2007), we then apply the exact …