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PDAF_put_state_ensrf
This page documents the routine PDAF_put_state_ensrf of PDAF. The routine is used to execute the ENSRF/EAKF filters, which were added to PDAF with version 3.0. 
The routine is typically called in assimilate_pdaf or directly in the model code. For newer implementations we recommend to use the generic interface routine PDAF3_put_state_local since less user-supplied call-back routines are required with the PDAF3 interface.  
The routines PDAF_put_state_* are used for the offline mode of PDAF and can be used with the 'flexible' implementation variant of PDAF. 
The general aspects of the filter specific routines PDAF_put_state_* are described on the page Modification of the model code for the ensemble integration and its sub-page on inserting the analysis step. For the 'fully parallel' implementation variant, the alternative routines PDAF_assimilate_* are used.
The interface for using the ENSRF/EAKF is the following:
SUBROUTINE PDAF_put_state_ensrf(U_collect_state, &
     U_init_dim_obs, U_obs_op,  U_init_obs, U_init_obsvars, &
     U_localize_covar_serial, &
     U_prepoststep, outflag)
with the following arguments:
- U_collect_state:
 The name of the user-supplied routine that initializes a state vector from the array holding the ensemble of model states from the model fields. This is basically the inverse operation to- U_distribute_stateused in PDAF_get_state.
- U_init_dim_obs:
 The name of the user-supplied routine that provides the size of observation vector
- U_obs_op:
 The name of the user-supplied routine that acts as the observation operator on some state vector
- U_init_obs:
 The name of the user-supplied routine that initializes the vector of observations
- U_init_obsvars:
 The name of the user-supplied routine that initializes the vector of observation error variances.
- U_localize_covar_serial:
 The name of the user-suppplied routine that applies the covariance localization for a single observation
- U_prepoststep:
 The name of the user-supplied pre/poststep routine as in- PDAF_get_state
- status_pdaf:
 The integer status flag. It is zero, if the routine is exited without errors.
The user-supplied call-back routines are described on the page on implementing the analysis step of the ENSRF/EAKF. Here also the possible choices of subtype are explained. These select the particular filter variant.
It is recommended that the value of status_pdaf is checked in the program after PDAF_assimilate_lenkf is executed. Only if its value is 0 the initialization was successful.

