Index

_

_build_lr_callback() (bakaano.streamflow_trainer.StreamflowModel method) _check_point_in_region() (bakaano.streamflow_simulator.PredictDataPreprocessor method) _extract_station_rowcol() (bakaano.streamflow_simulator.PredictDataPreprocessor method) (bakaano.streamflow_trainer.DataPreprocessor method)

_open_dataset_with_fallback() (in module bakaano.streamflow_simulator) _open_grdc_dataset() (bakaano.streamflow_trainer.DataPreprocessor method) _snap_coordinates() (bakaano.streamflow_simulator.PredictDataPreprocessor method) (bakaano.streamflow_trainer.DataPreprocessor method)

A

align_rasters() (bakaano.utils.Utils method) AlphaEarth (class in bakaano.alpha_earth)

asym_laplace_nll() (in module bakaano.streamflow_trainer) asym_laplace_plus_mse_sqrt() (in module bakaano.streamflow_trainer)

B

bakaano.alpha_earth module bakaano.dem module bakaano.meteo module bakaano.ndvi module bakaano.pet module bakaano.plot_runoff module bakaano.router module bakaano.runner module

bakaano.soil module bakaano.streamflow_simulator module bakaano.streamflow_trainer module bakaano.tree_cover module bakaano.utils module bakaano.veget module BakaanoHydro (class in bakaano.runner) build_model() (bakaano.streamflow_trainer.StreamflowModel method)

C

check_missing_dates() (bakaano.meteo.Meteo method) clip() (bakaano.utils.Utils method) compute_PET() (bakaano.pet.PotentialEvapotranspiration method)

compute_slope_percent_riserun() (bakaano.dem.DEM method) compute_veget_runoff_route_flow() (bakaano.veget.VegET method) concat_nc() (bakaano.utils.Utils method) create_land_cover_scenario() (bakaano.runner.BakaanoHydro method)

D

DataPreprocessor (class in bakaano.streamflow_trainer)

DEM (class in bakaano.dem)

E

evaluate_streamflow_model_interactively() (bakaano.runner.BakaanoHydro method) explore_data_interactively() (bakaano.runner.BakaanoHydro method)

explore_scenario_draw_map() (bakaano.runner.BakaanoHydro method) export_urls_for_download_manager() (bakaano.meteo.Meteo method)

G

get_alpha_earth() (bakaano.alpha_earth.AlphaEarth method) get_bbox() (bakaano.utils.Utils method) get_chelsa_meteo_data() (bakaano.meteo.Meteo method) get_chirps_prep_meteo_data() (bakaano.meteo.Meteo method) get_data() (bakaano.streamflow_simulator.PredictDataPreprocessor method) (bakaano.streamflow_trainer.DataPreprocessor method)

get_data_latlng() (bakaano.streamflow_simulator.PredictDataPreprocessor method) get_dem_data() (bakaano.dem.DEM method) get_era5_land_meteo_data() (bakaano.meteo.Meteo method) get_meteo_data() (bakaano.meteo.Meteo method) get_ndvi_data() (bakaano.ndvi.NDVI method) get_soil_data() (bakaano.soil.Soil method) get_tree_cover_data() (bakaano.tree_cover.TreeCover method)

I

interactive_plot_routed_runoff_timeseries() (bakaano.plot_runoff.RoutedRunoff method)

L

load_model() (bakaano.streamflow_simulator.PredictStreamflow method) load_observed_streamflow() (bakaano.streamflow_simulator.PredictDataPreprocessor method) (bakaano.streamflow_trainer.DataPreprocessor method)

load_observed_streamflow_from_csv_dir() (bakaano.streamflow_simulator.PredictDataPreprocessor method) (bakaano.streamflow_trainer.DataPreprocessor method) load_regional_model() (bakaano.streamflow_trainer.StreamflowModel method)

M

map_routed_runoff() (bakaano.plot_runoff.RoutedRunoff method) Meteo (class in bakaano.meteo) module bakaano.alpha_earth bakaano.dem bakaano.meteo bakaano.ndvi bakaano.pet bakaano.plot_runoff bakaano.router bakaano.runner bakaano.soil bakaano.streamflow_simulator bakaano.streamflow_trainer bakaano.tree_cover bakaano.utils bakaano.veget

N

NDVI (class in bakaano.ndvi)

P

plot_alpha_earth() (bakaano.alpha_earth.AlphaEarth method) plot_dem() (bakaano.dem.DEM method) plot_meteo() (bakaano.meteo.Meteo method) plot_ndvi() (bakaano.ndvi.NDVI method) plot_routed_runoff_timeseries() (bakaano.plot_runoff.RoutedRunoff method) plot_soil() (bakaano.soil.Soil method) plot_tree_cover() (bakaano.tree_cover.TreeCover method)

PotentialEvapotranspiration (class in bakaano.pet) PredictDataPreprocessor (class in bakaano.streamflow_simulator) PredictStreamflow (class in bakaano.streamflow_simulator) prepare_data() (bakaano.streamflow_simulator.PredictStreamflow method) (bakaano.streamflow_trainer.StreamflowModel method) prepare_data_latlng() (bakaano.streamflow_simulator.PredictStreamflow method) preprocess() (bakaano.dem.DEM method) process_existing_file() (bakaano.utils.Utils method)

R

recompute_scenario_runoff() (bakaano.runner.BakaanoHydro method) regional_summary() (bakaano.streamflow_trainer.StreamflowModel method)

reproject_raster() (bakaano.utils.Utils method) RoutedRunoff (class in bakaano.plot_runoff)

S

save_to_scratch() (bakaano.utils.Utils method) simulate_grdc_csv_stations() (bakaano.runner.BakaanoHydro method) simulate_scenario_grdc_csv_stations() (bakaano.runner.BakaanoHydro method) simulate_scenario_streamflow() (bakaano.runner.BakaanoHydro method)

simulate_streamflow() (bakaano.runner.BakaanoHydro method) Soil (class in bakaano.soil) StreamflowModel (class in bakaano.streamflow_trainer) summary() (bakaano.streamflow_simulator.PredictStreamflow method)

T

train_model() (bakaano.streamflow_trainer.StreamflowModel method)

train_streamflow_model() (bakaano.runner.BakaanoHydro method) TreeCover (class in bakaano.tree_cover)

U

update_soil_and_runoff() (in module bakaano.veget)

Utils (class in bakaano.utils)

V

VegET (class in bakaano.veget)