Extensions

Bakaano keeps scenario analysis and flood mapping outside the core train/sim path. They are optional extensions built on the main preprocessing, hydrology, and neural-network modules.

Scenario extension

Canonical entry point:

• bakaano.extensions.scenario.ScenarioManager

Use it for:

• vegetation-change experiments

• scenario-specific runoff recomputation

• scenario-specific streamflow simulations

Flood-mapping extension

Canonical entry point:

• bakaano.extensions.flood_mapper.FloodMapper

Use it for:

• rating-curve generation

• outlet hydrograph-driven inundation mapping

• screening-level flood-depth products

When to use extensions

Use the extensions only after the core project is already working:

1. preprocessing finished

2. VegET runoff/routing finished

3. model training or simulation path verified

Notebook entry points

• scenario_quickstart.ipynb

• flood_mapper_quickstart.ipynb