Changes between Version 13 and Version 14 of ImplementGenerateObs


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Timestamp:
Feb 22, 2023, 2:08:18 PM (12 months ago)
Author:
lnerger
Comment:

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  • ImplementGenerateObs

    v13 v14  
    130130To perform a twin experiment using the synthetic observations generated by PDAF, one runs the data assimilation as one would with real observations. If one already initializes the vector of actual observations in the routines `init_dim_obs_TYPE` in the observation modules one only needs a small modification of this routine. Namely, the only required modification is that at the end of `init_dim_obs_TYPE` one overwrites the vector of real observations with the values from the synthetic observations. If one uses the template file `readwrite_obs.F90` for this, one can use `read_syn_obs` from this file at the end of `init_dim_obs_TYPE` to overwrite the observation vector. To allow for a flexible switching between the case using real observations and the twin experiment, one can for example introduce a flag `twin_experiment` that controls whether the real observation values are overwritten. This reading is already included, but out-commented, in the templates.
    131131
    132 Example implementations using `PDAFomi_put_state_generate_obs` and `readwrite_obs.F90` are provided by the implementation of PDAF with the Lorenz-96 modle in `models/lorenz96/`. These also use the flag `twin_experiment` to activate the twin experiment (Note: The Lorenz-96 model case always use simulated observations. Nonetheless, it allows to see how the synthetic observations are generated with PDAF and how they are used in a twin experiment).
     132Example implementations using `PDAFomi_put_state_generate_obs` and `readwrite_obs.F90` are provided by the implementation of PDAF with the Lorenz-96 model in `models/lorenz96/`. These also use the flag `twin_experiment` to activate the twin experiment (Note: The Lorenz-96 model case always use simulated observations. Nonetheless, it allows to see how the synthetic observations are generated with PDAF and how they are used in a twin experiment).
    133133