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Data assimilation technique based on the ensemble π-algorithm

✍ Scribed by E. G. Klimova


Book ID
111508182
Publisher
Allerton Press, Inc.
Year
2008
Tongue
English
Weight
89 KB
Volume
33
Category
Article
ISSN
1068-3739

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On numerical properties of the ensemble
✍ Jia Li; Dongbin Xiu 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 401 KB

Ensemble Kalman filter (EnKF) has been widely used as a sequential data assimilation method, primarily due to its ease of implementation resulting from replacing the covariance evolution in the traditional Kalman filter (KF) by an approximate Monte Carlo ensemble sampling. In this paper rigorous ana