DA.cathy_DA.run_analysis

Contents

DA.cathy_DA.run_analysis#

DA.cathy_DA.run_analysis(DA_type, data, data_cov, param, list_update_parm, ensembleX, prediction, default_state='psi', **kwargs)[source]#

Perform the DA analysis step

Parameters:

  • DA_type (str) – type of analysis i.e ENKF or Particul filters.

  • data (np.array([])) – measured data.

  • data_cov (np.array([]) or int) – measured data covariance matrice.

  • param (np.array([])) – model parameters to update.

  • ensemble_state (np.array([])) – [pressure head, saturation water] at each nodes.

  • prediction (np.array([])) – predicted observation (after mapping).

  • rejected_ens (list) – list of ensemble to reject

Contents