Acknowledgements
1. OVHcloud — Startup Program
Between February 2024 and February 2025, the OVHcloud Startup Program provided cloud credits that supported the early technical work behind SAMRoute. We thank the OVHcloud Startup Program team for their trust at a stage when the only thing we could offer back was effort. The credit window has since ended, and OVHcloud continues to carry our web-fronts and CDN on a standard commercial basis.
2. FFE — Fundación de los Ferrocarriles Españoles
The Fundación de los Ferrocarriles Españoles extended an invitation to the UITP Global Public Transport Summit in Hamburg in June 2025, a small gesture but the kind that lets early-stage work step into the right conversations sooner. We thank the FFE team for it.
3. CEREMA — Nantes
In the early days of 2025, staff at the CEREMA Nantes office took the time to write a preliminary review letter on the SAMRoute level-crossing demonstrator. The letter did not commit the institution to further engagement, and was not intended to. Its existence at that stage of the work mattered on its own terms: it gave us a written early read from inside the public infrastructure-engineering ecosystem. We thank the CEREMA Nantes team for the gesture.
4. Public data and standards
The reference dataset SAMRoute produces would not exist without the open and sovereign data sources we ingest, and the standards bodies whose published methodologies we build against.
4.1 Open and sovereign data sources
| Provider | Dataset / layer | Scope |
|---|---|---|
| NASA | GPW — population grids | Global |
| ESA Copernicus | GHSL — settlement grid; Worldcover — land cover | Global |
| IGN | RGE Alti — French national geographic infrastructure | France |
| Eurostat | EU statistical reference layers | EU |
| OpenStreetMap | Road graph, points of interest (thanks to its volunteer contributors) | Global |
| Mapillary | Street-level imagery | Global |
| ONISR | French road accidentology | France |
| INSEE | SIRENE — French business registry | France |
| Transport authorities | GTFS — public-transport feeds (e.g. transport.data.gouv.fr) | Europe |
4.2 Standards and reference materials
| Source | Reference work | Scope |
|---|---|---|
| CEREMA | Inspection grid for level crossings, categories 2 and 3 | France |
| EPSF | Technical referential for level-crossing safety | France |
Both standards bodies serve as public-sector references in the French infrastructure-engineering ecosystem. Published, citable, peer-reviewed methodologies of this kind make a reproducible analytical layer possible. Without them, SAMRoute could not exist.