Changes between Initial Version and Version 1 of PDAFomi_put_state_lenkf


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Timestamp:
Dec 8, 2021, 5:16:02 PM (2 years ago)
Author:
lnerger
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  • PDAFomi_put_state_lenkf

    v1 v1  
     1= PDAFomi_put_state_lenkf =
     2
     3This page documents the routine `PDAF_put_state_lenkf` of PDAF. The routine is used to execute the analysis step of the localized EnKF (LEnKF) with PDAF-OMI.
     4
     5The routine is typically called in `assimilate_pdaf` or directly in the model code.
     6
     7The general aspects of the filter specific routines `PDAFomi_put_state_*` are described on the page [ModifyModelforEnsembleIntegration Modification of the model code for the ensemble integration] and its sub-page on [InsertAnalysisStep inserting the analysis step]. The routine is used in the 'flexible' parallelization implementation variant of the data assimilation system. With the 'fully-parallel' implementation variant, the routine [wiki:PDAomi_assimilate_lenkf PDAomi_assimilate_lenkf] is used.
     8
     9Here, we list the full interface of the routine.
     10
     11The interface when using the LEnKF is the following:
     12{{{
     13  SUBROUTINE PDAFomi_put_state_lenkf(U_collect_state, &
     14                                 U_init_dim_obs_pdafomi, U_obs_op_pdafomi, &
     15                                 U_prepoststep, U_localize_covar_pdafomi, &
     16                                 status)
     17}}}
     18
     19with the following arguments:
     20 * `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_state` used in `PDAF_get_state` as well as here.
     21 * `U_init_dim_obs_pdafomi`: The name of the user-supplied routine that initializes the observation information and provides the size of observation vector
     22 * `U_obs_op_pdafomi`: The name of the user-supplied routine that acts as the observation operator on some state vector
     23 * `U_prepoststep`: The name of the pre/poststep routine as in `PDAF_get_state`
     24 * `U_localize_covar_pdafomi`: Apply covariance localization to the matrices HP and HPH^T^
     25 * `status`: The integer status flag. It is zero, if `PDAFomi_assimilate_lenkf` is exited without errors.
     26
     27For the EnKF, the user-supplied routines are essentially executed in the order they are listed in the interface to PDAFomi_put_state_lenkf.
     28
     29The user-supplied call-back routines are described on the page on [ImplementAnalysislenkf implementing the analysis step of the local EnKF].
     30
     31It is recommended that the value of `status_pdaf` is checked in the program after PDAFomi_put_state_lenkf is executed. Only if its value is 0 the initialization was successful.
     32
     33PDAF also has a [PdafSimplifiedInterface Simplified Interface] providing the routine [wiki:PDAFomi_put_state_lenkf_si PDAFomi_put_state_lenkf_si]. In the simplified interface, the name of the user-supplied routines have predefined names and do not appear in the call to `PDAFomi_put_state_lenkf_si`.  More information on the pre-defined names is provided in the [ImplementAnalysisLocal page on implementing the analysis step of the local filters].
     34