Index

A

add_normal_noise() (in module ewatercycle_DA.utils)

assimilate() (ewatercycle_DA.DA.Ensemble method)

B

bmi_class (ewatercycle_DA.local_models.HBV.HBVLocal attribute) (ewatercycle_DA.local_models.lorenz.LorenzLocal attribute)

C

cfg_dir (ewatercycle_DA.DA.EnsembleMember attribute) check_forcing_input() (ewatercycle_DA.DA.Ensemble method) config (ewatercycle_DA.DA.EnsembleMember attribute), [1]

config_specific_actions() (ewatercycle_DA.DA.Ensemble method) config_specific_storage (ewatercycle_DA.DA.Ensemble attribute), [1] custom_make_cfg_dir() (in module ewatercycle_DA.utils)

D

dask_config (ewatercycle_DA.DA.Ensemble attribute)

dt (ewatercycle_DA.local_models.lorenz.LorenzForcing attribute)

E

Ensemble (class in ewatercycle_DA.DA) ensemble_list (ewatercycle_DA.DA.Ensemble attribute), [1] ensemble_method (ewatercycle_DA.DA.Ensemble attribute), [1] ensemble_method_name (ewatercycle_DA.DA.Ensemble attribute), [1] EnsembleKalmanFilter (class in ewatercycle_DA.data_assimilation_schemes.EnKF) EnsembleMember (class in ewatercycle_DA.DA) ewatercycle_DA module ewatercycle_DA.DA module ewatercycle_DA.data_assimilation_schemes module

ewatercycle_DA.data_assimilation_schemes.EnKF module ewatercycle_DA.data_assimilation_schemes.PF module ewatercycle_DA.local_models module ewatercycle_DA.local_models.HBV module ewatercycle_DA.local_models.lorenz module ewatercycle_DA.utils module

F

F (ewatercycle_DA.local_models.lorenz.LorenzForcing attribute) f() (in module ewatercycle_DA.local_models.lorenz) finalize() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) (ewatercycle_DA.local_models.lorenz.LorenzBmi method) (ewatercycle_DA.local_models.lorenz.LorenzLocalMethods method)

finalize_parallel() (ewatercycle_DA.DA.Ensemble static method) forcing (ewatercycle_DA.DA.EnsembleMember attribute) (ewatercycle_DA.local_models.lorenz.LorenzLocalMethods attribute)

G

gather() (ewatercycle_DA.DA.Ensemble static method) generate_forcing() (ewatercycle_DA.DA.Ensemble method) generate_forcing_parallel() (ewatercycle_DA.DA.Ensemble static method) generate_weights() (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter method) get_component_name() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_current_time() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_end_time() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_edge_count() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_edge_nodes() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_face_count() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_face_edges() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_face_nodes() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_node_count() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_nodes_per_face() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_origin() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_rank() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_shape() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_size() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_spacing() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_type() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_x() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_y() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_grid_z() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_input_item_count() (ewatercycle_DA.local_models.lorenz.LorenzBmi method)

get_input_var_names() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_output_item_count() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_output_var_names() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_predicted_values() (ewatercycle_DA.DA.Ensemble method) get_start_time() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_state_vector() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) get_state_vector_parallel() (ewatercycle_DA.DA.Ensemble static method) get_time_step() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_time_units() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_unixtime() (in module ewatercycle_DA.local_models.lorenz) get_value() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_value_at_indices() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_value_parallel() (ewatercycle_DA.DA.Ensemble static method) get_value_ptr() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_var_grid() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_var_itemsize() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_var_location() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_var_nbytes() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_var_rank() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_var_type() (ewatercycle_DA.local_models.lorenz.LorenzBmi method) get_var_units() (ewatercycle_DA.local_models.lorenz.LorenzBmi method)

H

HBVLocal (class in ewatercycle_DA.local_models.HBV)

hyperparameters (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter attribute) (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute), [1]

I

init module initialize() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) (ewatercycle_DA.local_models.lorenz.LorenzBmi method)

initialize_da_method() (ewatercycle_DA.DA.Ensemble method) initialize_da_method_parallel() (ewatercycle_DA.DA.Ensemble static method) initialize_parallel() (ewatercycle_DA.DA.Ensemble static method)

K

KNOWN_WORKING_MODELS_DA (in module ewatercycle_DA.DA)

KNOWN_WORKING_MODELS_DA_HYDROLOGY (in module ewatercycle_DA.DA)

L

load_models() (in module ewatercycle_DA.DA) load_netcdf() (ewatercycle_DA.DA.Ensemble static method) LOADED_METHODS (in module ewatercycle_DA.DA) loaded_models (ewatercycle_DA.DA.Ensemble attribute), [1] (ewatercycle_DA.DA.EnsembleMember attribute), [1] logger (ewatercycle_DA.DA.Ensemble attribute), [1] (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter attribute)

LORENZ_PARAMS (in module ewatercycle_DA.local_models.lorenz) LORENZ_STATES (in module ewatercycle_DA.local_models.lorenz) LorenzBmi (class in ewatercycle_DA.local_models.lorenz) LorenzForcing (class in ewatercycle_DA.local_models.lorenz) LorenzLocal (class in ewatercycle_DA.local_models.lorenz) LorenzLocalMethods (class in ewatercycle_DA.local_models.lorenz) lst_models_name (ewatercycle_DA.DA.Ensemble attribute), [1]

M

measurement_operator (ewatercycle_DA.DA.Ensemble attribute), [1] model (ewatercycle_DA.DA.EnsembleMember attribute), [1] model_name (ewatercycle_DA.DA.EnsembleMember attribute) module ewatercycle_DA ewatercycle_DA.DA ewatercycle_DA.data_assimilation_schemes ewatercycle_DA.data_assimilation_schemes.EnKF ewatercycle_DA.data_assimilation_schemes.PF ewatercycle_DA.local_models ewatercycle_DA.local_models.HBV ewatercycle_DA.local_models.lorenz ewatercycle_DA.utils init

N

N (ewatercycle_DA.DA.Ensemble attribute) (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter attribute) (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute)

N_eff (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute) new_state_vectors (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter attribute), [1] (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute), [1]

O

obs (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter attribute), [1] (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute), [1]

observations (ewatercycle_DA.DA.Ensemble attribute), [1] observed_variable_name (ewatercycle_DA.DA.Ensemble attribute), [1]

P

parameter_set (ewatercycle_DA.local_models.lorenz.LorenzLocalMethods attribute) parameters (ewatercycle_DA.local_models.lorenz.LorenzLocalMethods property)

ParticleFilter (class in ewatercycle_DA.data_assimilation_schemes.PF) predictions (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter attribute), [1] (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute), [1]

R

read_config() (in module ewatercycle_DA.local_models.lorenz) remove_negative() (ewatercycle_DA.DA.Ensemble method) resample (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute)

resample_indices (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute), [1] rk4() (in module ewatercycle_DA.local_models.lorenz) rng (in module ewatercycle_DA.utils)

S

set_state_vector() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) set_state_vector_parallel() (ewatercycle_DA.DA.Ensemble static method) set_state_vector_variable() (ewatercycle_DA.DA.EnsembleMember method) set_state_vector_variables() (ewatercycle_DA.DA.Ensemble method) set_value() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) (ewatercycle_DA.local_models.lorenz.LorenzBmi method) set_value_at_indices() (ewatercycle_DA.local_models.lorenz.LorenzBmi method)

set_value_parallel() (ewatercycle_DA.DA.Ensemble static method) setup() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) setup_kwargs (ewatercycle_DA.DA.EnsembleMember attribute) state_vector (ewatercycle_DA.DA.EnsembleMember attribute), [1] state_vector_variables (ewatercycle_DA.DA.EnsembleMember attribute) state_vectors (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter attribute), [1] (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute), [1] states (ewatercycle_DA.local_models.lorenz.LorenzLocalMethods property)

T

TLAG_MAX (in module ewatercycle_DA.DA)

U

update() (ewatercycle_DA.DA.Ensemble method) (ewatercycle_DA.DA.EnsembleMember method) (ewatercycle_DA.data_assimilation_schemes.EnKF.EnsembleKalmanFilter method) (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter method) (ewatercycle_DA.local_models.lorenz.LorenzBmi method)

update_parallel() (ewatercycle_DA.DA.Ensemble static method) update_until() (ewatercycle_DA.local_models.lorenz.LorenzBmi method)

V

validate_method() (in module ewatercycle_DA.DA) validity_initialize_input() (in module ewatercycle_DA.DA)

variable_names (ewatercycle_DA.DA.EnsembleMember attribute), [1] verify_model_loaded() (ewatercycle_DA.DA.EnsembleMember method)

W

weights (ewatercycle_DA.data_assimilation_schemes.PF.ParticleFilter attribute), [1]