Index

_

_align_temporal_feature_count_to_model() (bakaano.neuralnet.simulate.PredictStreamflow method) _build_lr_callback() (bakaano.neuralnet.train.StreamflowModel method) _build_predictor_cache_payload() (in module bakaano.neuralnet.train) _check_point_in_region() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) _extract_station_rowcol() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) (bakaano.neuralnet.train.DataPreprocessor method) _load_config_file() (bakaano.neuralnet.simulate.PredictStreamflow method) _load_optional_rainfall_entries_for_period() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) (bakaano.neuralnet.train.DataPreprocessor method) _load_predictor_cache_if_compatible() (in module bakaano.neuralnet.train) _load_pysheds_grid() (in module bakaano.neuralnet.simulate) (in module bakaano.neuralnet.train)

_load_runoff_entries_for_period() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) (bakaano.neuralnet.train.DataPreprocessor method) _model_config() (bakaano.neuralnet.train.StreamflowModel method) _normalize_station_ids() (in module bakaano.neuralnet.train) _open_dataset_with_fallback() (in module bakaano.neuralnet.simulate) _open_grdc_dataset() (bakaano.neuralnet.train.DataPreprocessor method) _plot_grdc_streamflow() (in module bakaano.neuralnet.simulate) _predictor_cache_path() (in module bakaano.neuralnet.train) _preview_items() (in module bakaano.neuralnet.simulate) (in module bakaano.neuralnet.train) _snap_coordinates() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) (bakaano.neuralnet.train.DataPreprocessor method)

A

align_rasters() (bakaano.core.utils.Utils method)

AlphaEarth (class in bakaano.data.alpha_earth)

B

bakaano.core.project module bakaano.core.utils module bakaano.data.alpha_earth module bakaano.data.dem module bakaano.data.meteo module bakaano.data.ndvi module bakaano.data.soil module bakaano.data.tree_cover module bakaano.extensions.flood_mapper module

bakaano.extensions.scenario module bakaano.hydrology.pet module bakaano.hydrology.plot_runoff module bakaano.hydrology.rainfall_features module bakaano.hydrology.router module bakaano.hydrology.veget module bakaano.neuralnet.simulate module bakaano.neuralnet.train module build_draw_map() (bakaano.extensions.scenario.ScenarioManager method) build_model() (bakaano.neuralnet.train.StreamflowModel method) build_prediction_frame() (in module bakaano.neuralnet.simulate)

C

check_missing_dates() (bakaano.data.meteo.Meteo method) clip() (bakaano.core.utils.Utils method) clip_negative_predictions() (in module bakaano.neuralnet.simulate) coerce_prediction_array() (in module bakaano.neuralnet.simulate) compute_PET() (bakaano.hydrology.pet.PotentialEvapotranspiration method) compute_rating_curves() (bakaano.extensions.flood_mapper.FloodMapper method)

compute_routed_rainfall() (bakaano.hydrology.rainfall_features.RainfallFeatures method) compute_slope_percent_riserun() (bakaano.data.dem.DEM method) compute_veget_runoff_route_flow() (bakaano.hydrology.veget.VegET method) concat_nc() (bakaano.core.utils.Utils method) convert_area_normalized_flow() (in module bakaano.neuralnet.simulate) create_land_cover_scenario() (bakaano.extensions.scenario.ScenarioManager method) create_tree_cover_scenario() (bakaano.extensions.scenario.ScenarioManager method)

D

DataPreprocessor (class in bakaano.neuralnet.train)

DEM (class in bakaano.data.dem) describe_hand_subbasin() (bakaano.extensions.flood_mapper.FloodMapper method)

E

evaluate_streamflow_model_interactively() (in module bakaano.neuralnet.simulate)

export_urls_for_download_manager() (bakaano.data.meteo.Meteo method) extract_annual_peaks() (bakaano.extensions.flood_mapper.FloodMapper method)

F

filter_training_data_by_station_ids() (in module bakaano.neuralnet.train)

flood_frequency_analysis() (bakaano.extensions.flood_mapper.FloodMapper method) FloodMapper (class in bakaano.extensions.flood_mapper)

G

get_alpha_earth() (bakaano.data.alpha_earth.AlphaEarth method) get_bbox() (bakaano.core.utils.Utils method) get_chelsa_meteo_data() (bakaano.data.meteo.Meteo method) get_chirps_prep_meteo_data() (bakaano.data.meteo.Meteo method) get_data() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) (bakaano.neuralnet.train.DataPreprocessor method) get_data_latlng() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) get_dem_data() (bakaano.data.dem.DEM method)

get_era5_land_meteo_data() (bakaano.data.meteo.Meteo method) get_last_drawn_geometry() (bakaano.extensions.scenario.ScenarioManager method) get_meteo_data() (bakaano.data.meteo.Meteo method) get_ndvi_data() (bakaano.data.ndvi.NDVI method) get_paths() (bakaano.extensions.scenario.ScenarioManager method) get_skip_summary() (bakaano.extensions.flood_mapper.FloodMapper method) get_soil_data() (bakaano.data.soil.Soil method) get_stage_height() (bakaano.extensions.flood_mapper.FloodMapper method) get_tree_cover_data() (bakaano.data.tree_cover.TreeCover method)

I

interactive_plot_routed_runoff_timeseries() (bakaano.hydrology.plot_runoff.RoutedRunoff method)

interactive_station_map() (bakaano.hydrology.plot_runoff.RoutedRunoff method) inverse_log1p_predictions() (in module bakaano.neuralnet.simulate)

L

load_default_model_config() (bakaano.neuralnet.simulate.PredictStreamflow method) load_model() (bakaano.neuralnet.simulate.PredictStreamflow method) load_model_config() (bakaano.neuralnet.simulate.PredictStreamflow method) load_observed_streamflow() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) (bakaano.neuralnet.train.DataPreprocessor method)

load_observed_streamflow_from_csv_dir() (bakaano.neuralnet.simulate.PredictDataPreprocessor method) (bakaano.neuralnet.train.DataPreprocessor method) load_rating_curves() (bakaano.extensions.flood_mapper.FloodMapper method) load_regional_model() (bakaano.neuralnet.train.StreamflowModel method)

M

map_inundated_areas() (bakaano.extensions.flood_mapper.FloodMapper method) map_routed_runoff() (bakaano.hydrology.plot_runoff.RoutedRunoff method) Meteo (class in bakaano.data.meteo) model_config_paths() (in module bakaano.neuralnet.train) module bakaano.core.project bakaano.core.utils bakaano.data.alpha_earth bakaano.data.dem bakaano.data.meteo bakaano.data.ndvi bakaano.data.soil bakaano.data.tree_cover bakaano.extensions.flood_mapper bakaano.extensions.scenario bakaano.hydrology.pet bakaano.hydrology.plot_runoff bakaano.hydrology.rainfall_features bakaano.hydrology.router bakaano.hydrology.veget bakaano.neuralnet.simulate bakaano.neuralnet.train

N

NDVI (class in bakaano.data.ndvi)

P

plot_alpha_earth() (bakaano.data.alpha_earth.AlphaEarth method) plot_dem() (bakaano.data.dem.DEM method) plot_hand_subbasin() (bakaano.extensions.flood_mapper.FloodMapper method) plot_inundation_map() (bakaano.extensions.flood_mapper.FloodMapper method) plot_meteo() (bakaano.data.meteo.Meteo method) plot_ndvi() (bakaano.data.ndvi.NDVI method) plot_ndvi_scenario_timeseries() (bakaano.extensions.scenario.ScenarioManager method) plot_rating_curve() (bakaano.extensions.flood_mapper.FloodMapper method) plot_routed_runoff_timeseries() (bakaano.hydrology.plot_runoff.RoutedRunoff method) plot_scenario_change() (bakaano.extensions.scenario.ScenarioManager method) plot_soil() (bakaano.data.soil.Soil method) plot_stage_levels() (bakaano.extensions.flood_mapper.FloodMapper method) plot_tree_cover() (bakaano.data.tree_cover.TreeCover method) PotentialEvapotranspiration (class in bakaano.hydrology.pet) predict() (bakaano.neuralnet.simulate.PredictStreamflow method)

predict_station_series() (bakaano.neuralnet.simulate.PredictStreamflow method) PredictDataPreprocessor (class in bakaano.neuralnet.simulate) PredictStreamflow (class in bakaano.neuralnet.simulate) prepare_data() (bakaano.neuralnet.simulate.PredictStreamflow method) (bakaano.neuralnet.train.StreamflowModel method) prepare_data_latlng() (bakaano.neuralnet.simulate.PredictStreamflow method) preprocess() (bakaano.data.dem.DEM method) print_prediction_summary() (bakaano.neuralnet.simulate.PredictStreamflow method) print_training_summary() (bakaano.neuralnet.train.StreamflowModel method) process_existing_file() (bakaano.core.utils.Utils method) project_paths() (bakaano.core.project.ProjectContext method) project_status() (bakaano.core.project.ProjectContext method) ProjectContext (class in bakaano.core.project) ProjectPathsView (class in bakaano.core.project) ProjectStatusFrame (class in bakaano.core.project)

R

RainfallFeatures (class in bakaano.hydrology.rainfall_features) recompute_runoff() (bakaano.extensions.scenario.ScenarioManager method) regional_summary() (bakaano.neuralnet.train.StreamflowModel method) reproject_raster() (bakaano.core.utils.Utils method)

require_columns() (bakaano.core.utils.Utils method) require_dem_reference() (bakaano.core.utils.Utils method) require_existing_path() (bakaano.core.utils.Utils method) require_study_area_gdf() (bakaano.core.utils.Utils method) RoutedRunoff (class in bakaano.hydrology.plot_runoff)

S

save_model_config() (bakaano.neuralnet.train.StreamflowModel method) save_to_scratch() (bakaano.core.utils.Utils method) ScenarioManager (class in bakaano.extensions.scenario) ScenarioMetadata (class in bakaano.extensions.scenario) simulate_grdc_csv_stations() (bakaano.extensions.scenario.ScenarioManager method) (in module bakaano.neuralnet.simulate)

simulate_streamflow() (bakaano.extensions.scenario.ScenarioManager method) (in module bakaano.neuralnet.simulate) simulate_streamflow_at_outlets() (bakaano.extensions.flood_mapper.FloodMapper method) Soil (class in bakaano.data.soil) split_predictions_by_station() (in module bakaano.neuralnet.simulate) StreamflowModel (class in bakaano.neuralnet.train) summary() (bakaano.neuralnet.simulate.PredictStreamflow method)

T

train_model() (bakaano.neuralnet.train.StreamflowModel method)

train_streamflow_model() (in module bakaano.neuralnet.train) TreeCover (class in bakaano.data.tree_cover)

U

update_soil_and_runoff() (in module bakaano.hydrology.veget)

Utils (class in bakaano.core.utils)

V

validate_date_window() (bakaano.core.utils.Utils method) validate_keras_archive() (in module bakaano.neuralnet.train) validate_project() (bakaano.core.project.ProjectContext method)

validate_training_runoff_window() (in module bakaano.neuralnet.train) VegET (class in bakaano.hydrology.veget) view_inundation_map_interactive() (bakaano.extensions.flood_mapper.FloodMapper method)

W

workflow_overview() (bakaano.core.project.ProjectContext method)

WorkflowOverview (class in bakaano.core.project)