| | 1 | = PDAFomi_generate_obs = |
| | 2 | |
| | 3 | This page documents the routine `PDAFomi_generate_obs` of PDAF. The routine is used to generate synthetic observations with PDAF-OMI |
| | 4 | |
| | 5 | The routine is typically called in `assimilate_pdaf` or directly in the model code. |
| | 6 | |
| | 7 | This routine is used to generate synthetic observations. It bases on the usual implementation strategy for PDAF which is 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 fully-parallel implementation variant of the data assimilation system. When the 'flexible' implementation variant, the routine `PDAFomi_put_state_generate_obs' is used. |
| | 8 | |
| | 9 | The interface is the following: |
| | 10 | {{{ |
| | 11 | SUBROUTINE PDAFomi_generate_obs(U_collect_state, U_distribute_state, & |
| | 12 | U_init_dim_obs_pdafomi, U_obs_op_pdafomi, U_get_obs_f, & |
| | 13 | U_prepoststep, U_next_observation, status_pdaf) |
| | 14 | }}} |
| | 15 | with the following arguments: |
| | 16 | * `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 [ModifyModelforEnsembleIntegration#PDAF_get_state PDAF_get_state] |
| | 17 | * `U_distribute_state`: The name of a user supplied routine that initializes the model fields from the array holding the ensemble of model state vectors. |
| | 18 | * `U_init_dim_obs_pdafomi`: The name of the user-supplied routine that initializes the observation information and provides the size of observation vector |
| | 19 | * `U_obs_op_pdafomi`: The name of the user-supplied routine that acts as the observation operator on some state vector |
| | 20 | * `U_get_obs_f`: The name of the user-supplied routine that receives the full vector of generated synthetic observations from PDAF |
| | 21 | * `U_prepoststep`: The name of the pre/poststep routine as in `PDAF_get_state` |
| | 22 | * `U_next_observation`: The name of a user supplied routine that initializes the variables `nsteps`, `timenow`, and `doexit`. The same routine is also used in `PDAF_get_state`. |
| | 23 | * `status_pdaf`: The integer status flag. It is zero, if `PDAF_generate_obs` is exited without errors. |
| | 24 | |
| | 25 | The user-supplied call-back routines are described on the page on [ImplementGenerateObs implementing the generation of synthetic observations]. |
| | 26 | |
| | 27 | It is recommended that the value of `status_pdaf` is checked in the program after PDAF_generate_obs is executed. Only if its value is 0 the initialization was successful. |
| | 28 | |
| | 29 | PDAF also has a [PdafSimplifiedInterface Simplified Interface] providing the routine [wiki:PDAFomi_generate_obs_si PDAFomi_generate_obs_si]. In the simplified interface, the name of the user-supplied routines have predefined names and do not appear in the call to `PDAFomi_generate_obs_si`. |