Evidence the lens is real
Work
Pipelines, datasets, and methods for reading the waters the region shares — built to be open, reproducible, and inherited.
AIS dark-activity detector
2025A pipeline that flags vessels going dark in contested waters, with a reproducible scoring method.
- Python
- AIS
- GeoPandas
Natuna loitering dataset
2025An open, queryable record of loitering events off the Natuna shelf, indexed by H3 cell and time.
- DuckDB
- H3
- Parquet
Corridor baseline atlas
2024Per-chokepoint transit baselines for the region's main straits — the reference layer the detectors score against.
- DuckDB
- Python
- Parquet
No work in this category yet.