DA Algorithms (endas.algorithms)ΒΆ
Data assimilation algorithms.
Implemented algorithms
KalmanFilter |
Kalman Filter and Smoother. |
EnsembleKalmanFilter |
Ensemble Kalman Filter. |
EnsembleKalmanFilter variants
The EnsembleKalmanFilter class is a generic EnKF implementation that is responsible for the execution of the
sequential filter updates and for smoothing. The actual implementation of the analysis update is carried out using an
implementation of the EnKFVariant interface class. The following EnKF variants are implemented:
EnKF |
Classic (stochastic) Ensemble Kalman Filter with perturbed observations. |
ESTKF |
Error Subspace Transform Kalman Filter. |