Implementation of various ensemble Kalman Filter data assimilation methods in Julia
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DataAssim

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The packages implements various ensemble Kalman Filter data assimilation methods:

  • Ensemble Sqare Root Filter (EnSRF)
  • Ensemble Sqare Root Filter with serial processsing of the observations (serialEnSRF)
  • Ensemble Transform Kalman Filter (ETKF)
  • Ensemble Transform Kalman Filter (EAKF)
  • Singular Evolutive Interpolated Kalman filter (SEIK)
  • Error-subspace Transform Kalman Filter (ESTKF)
  • Ensemble Kalman Filter (EnKF)

The Julia code is ported from the Matlab/Octave code generated in the frame of the Sangoma project (http://data-assimilation.net/).