Atlas · Republic of the Congo
/
Methodologies
METHODOLOGIES
How recommendations and briefs are generated
A deterministic rules engine, not a language model.
Method
Each recommendation is produced by a rule that reads Atlas' own data, stores the evidence numbers and the calculation used, and carries a confidence label (CALCULATED, INFERRED, ASSUMED). Re-running replaces the previous output. Briefs are assembled from the same recommendations.
Limits. Rules encode expert judgement about what is worth flagging; they are transparent but not exhaustive.
Related reading
More in Methodologies
- How carbon project locations are established and checked
- Geodesic area and perimeter
- How features are assigned to countries
- Fragmentation metrics
- How units are harmonised on import
- How the data-quality score is calculated
- How Global Mangrove Watch maps are made
- Spatial statistics: Moran's I and Getis-Ord Gi*
Still have a question?
The AI analyst answers from these articles and from the data.
Ask Atlas