NEDAS.assim_tools.assimilators package

NEDAS.assim_tools.assimilators.get_assimilator(c: Context) → Assimilator

Get the correct Assimilator subclass instance based on the configuration.

Parameters:

c (Context) – the runtime context object.

Returns:

Corresponding Assimilator subclass instance.

Return type:

Assimilator

Subpackages

• NEDAS.assim_tools.assimilators.EAKF package
  • EAKFAssimilator
    • EAKFAssimilator.obs_increment()
    • EAKFAssimilator.update_local_state()
    • EAKFAssimilator.update_local_obs()
  • Submodules
    • NEDAS.assim_tools.assimilators.EAKF.core module
      • EAKFAssimilator
      • obs_increment_eakf()
      • update_local_state_linear()
      • update_local_obs_linear()
      • update_ensemble()
• NEDAS.assim_tools.assimilators.ETKF package
  • ETKFAssimilator
    • ETKFAssimilator.random_rotation
    • ETKFAssimilator.local_analysis()
  • Submodules
    • NEDAS.assim_tools.assimilators.ETKF.core module
      • ETKFAssimilator
      • local_analysis_main()
      • ensemble_transform_weights()
      • apply_ensemble_transform()
• NEDAS.assim_tools.assimilators.TopazDEnKF package
  • TopazDEnKFAssimilator
    • TopazDEnKFAssimilator.rfactor
    • TopazDEnKFAssimilator.kfactor
    • TopazDEnKFAssimilator.nlobs_max
    • TopazDEnKFAssimilator.local_analysis()
  • Submodules
    • NEDAS.assim_tools.assimilators.TopazDEnKF.core module
      • TopazDEnKFAssimilator
      • local_analysis_main()
      • ensemble_transform_weights()
      • apply_ensemble_transform()

Submodules

• NEDAS.assim_tools.assimilators.batch module
  • BatchAssimilator
    • BatchAssimilator.assim_mode
    • BatchAssimilator.init_partitions()
    • BatchAssimilator.assign_obs()
    • BatchAssimilator.assign_obs_to_tiles()
    • BatchAssimilator.distribute_partitions()
    • BatchAssimilator.assimilation_algorithm()
    • BatchAssimilator.local_analysis()
• NEDAS.assim_tools.assimilators.serial module
  • SerialAssimilator
    • SerialAssimilator.assim_mode
    • SerialAssimilator.init_partitions()
    • SerialAssimilator.assign_obs()
    • SerialAssimilator.distribute_partitions()
    • SerialAssimilator.assimilation_algorithm()
    • SerialAssimilator.obs_increment()
    • SerialAssimilator.update_local_state()
    • SerialAssimilator.update_local_obs()
    • SerialAssimilator.transform_ens_state_forward()
    • SerialAssimilator.transform_ens_state_backward()
    • SerialAssimilator.transform_ens_obs_forward()
    • SerialAssimilator.transform_ens_obs_backward()