API Structure

This page summarizes the high-level structure of the package and where to start.

High-level entry points

• bakaano.runner.BakaanoHydro: main orchestration class for training/evaluation

• bakaano.streamflow_trainer.DataPreprocessor: builds training datasets

• bakaano.streamflow_trainer.StreamflowModel: model definition and training

• bakaano.streamflow_simulator.PredictDataPreprocessor: builds simulation inputs

• bakaano.streamflow_simulator.PredictStreamflow: loads model and runs inference

Data preparation modules

• bakaano.dem.DEM: DEM download/clip

• bakaano.soil.Soil: soil properties

• bakaano.ndvi.NDVI: NDVI climatology

• bakaano.tree_cover.TreeCover: vegetation cover fractions

• bakaano.alpha_earth.AlphaEarth: AlphaEarth embeddings

• bakaano.meteo.Meteo: meteorological forcing

Hydrology modules

• bakaano.veget.VegET: runoff generation + routing

• bakaano.router.RunoffRouter: flow direction and routing utilities

Plotting helpers

• bakaano.plot_runoff.RoutedRunoff: routed runoff maps and time series