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Ensemble-based data assimilation for environmental monitoring and prediction
Ensemble-based data assimilation for environmental monitoring and prediction
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Grudzien, Colin
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2018
C. Grudzien
,
Carrassi, A.
, and
Bocquet, M.
,
“
Chaotic dynamics and the role of covariance inflation for reduced rank Kalman filters with model error
”
,
Nonlinear Processes in Geophysics
, vol. 25, no. 3, pp. 633 - 648, 2018.
2017
M. Bocquet
,
Gurumoorthy, K. S.
,
Apte, A.
,
Carrassi, A.
,
Grudzien, C.
, and
Jones, C. K. R. T.
,
“
Degenerate Kalman Filter Error Covariances and Their Convergence onto the Unstable Subspace
”
,
SIAM/ASA Journal on Uncertainty Quantification
, vol. 5, no. 1, pp. 304 - 333, 2017.
K. S. Gurumoorthy
,
Grudzien, C.
,
Apte, A.
,
Carrassi, A.
, and
Jones, C. K. R. T.
,
“
Rank Deficiency of Kalman Error Covariance Matrices in Linear Time-Varying System With Deterministic Evolution
”
,
SIAM Journal on Control and Optimization
, vol. 55, no. 2, pp. 741 - 759, 2017.