Changes between Initial Version and Version 1 of PDAF3_put_state_lenkf


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Timestamp:
Mar 26, 2025, 6:42:10 PM (6 days ago)
Author:
lnerger
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  • PDAF3_put_state_lenkf

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     1= PDAF3_put_state_lenkf =
     2
     3This page documents the routine `PDAF3_put_state_lenkf` of PDAF. The routine is part of the advanced PDAF3 interface that was introduced with PDAF V3.0.
     4
     5|| **Note:** This routine exists for backward-compatibility for the LEnKF with PDAF V2.3, in particular for existing implementations using `localize_covar_pdafomi`. We recommend to use the new PDAF3 interface using [wiki:PDAF3_put_state_global] that avoids the need to implement the additional call-back routine `localize_covar_pdafomi`. ||
     6
     7The routine is typically called in `assimilate_pdaf` or directly in the model code.
     8
     9The general aspects of the filter specific routines `PDAF3_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].
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     11The routine is used for the offline mode of PDAF. It can also be used in the 'flexible' parallelization implementation variant of the data assimilation system, but starting with PDAF-3 we recommend to use [wiki:PDAF3_assimimilate_global] for the 'flexible' parallelization variant, which is also used with the 'fully-parallel' implementation variant.
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     13
     14Here, we list the full interface of the routine.
     15
     16The interface is:
     17{{{
     18  SUBROUTINE PDAF3_put_state_lenkf(U_collect_state, &
     19                                 U_init_dim_obs_pdafomi, U_obs_op_pdafomi, &
     20                                 U_prepoststep, U_localize_covar_pdafomi, &
     21                                 status)
     22}}}
     23
     24with the following arguments:
     25 * `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.
     26 * `U_init_dim_obs_pdafomi`: The name of the user-supplied routine that initializes the observation information and provides the size of observation vector
     27 * `U_obs_op_pdafomi`: The name of the user-supplied routine that acts as the observation operator on some state vector
     28 * `U_localize_covar_pdafomi`: The name of the user-supplied routine that Applies covariance localization to the matrices HP and HPH^T^
     29 * `U_prepoststep`: The name of the user-supplied pre/poststep routine as in `PDAF_get_state` (Note that the place of `U_prepoststep` has changed compared to the previous routine `PDAFomi_assimilate_lenkf`)
     30 * `status`: The integer status flag. It is zero, if the routine is exited without errors.
     31
     32
     33For the EnKF, the user-supplied routines are essentially executed in the order they are listed in the interface to PDAFomi_put_state_lenkf.
     34
     35The user-supplied call-back routines are described on the page on [ImplementAnalysislenkf implementing the analysis step of the local EnKF].
     36
     37It 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.