SATELLITE FOREST INTELLIGENCE
Forest OS validation and reproducibility
Software testing, evaluation on data and independent confirmation are reported as distinct evidence levels.
- Code, model and data versions
- Immutable manifests
- Coverage and abstentions
- Shadow is not production
Results depend on source coverage, freshness and spatial resolution. Critical decisions require specialist review.