wehub-resource-sync
9740bc64c9
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3.0 KiB
3.0 KiB
ADR-044: Geospatial Satellite Integration
Status
Accepted
Context
RuView generates real-time 3D point clouds from camera + WiFi CSI, but these exist in a local coordinate frame with no geographic reference. Integrating free satellite imagery, terrain elevation, and map data provides environmental context that enables the ruOS brain to reason about the physical world beyond the room.
Decision
Data Sources (all free, no API keys)
| Source | Data | Resolution | Update | Format |
|---|---|---|---|---|
| EOX Sentinel-2 Cloudless | Satellite tiles | 10m | Static mosaic | XYZ/JPEG |
| SRTM GL1 (NASA) | Elevation/DEM | 30m (1-arcsec) | Static | Binary HGT |
| Overpass API (OSM) | Buildings, roads | Vector | Real-time | JSON |
| ip-api.com | IP geolocation | ~1km | Per-request | JSON |
| Sentinel-2 STAC | Temporal satellite | 10m | Every 5 days | COG/STAC |
| Open Meteo | Weather | Point | Hourly | JSON |
Architecture
Pure Rust implementation in wifi-densepose-geo crate. No GDAL/PROJ/GEOS — coordinate transforms implemented directly (~250 LOC). Tile caching on disk at ~/.local/share/ruview/geo-cache/.
Coordinate System
- WGS84 for geographic coordinates
- ENU (East-North-Up) as the bridge between local sensor frame and world
- Local sensor frame: camera origin, +Z forward, +Y up
Temporal Awareness
Nightly scheduled fetch of Sentinel-2 latest imagery + OSM diffs + weather. Changes detected via image comparison and stored as brain memories for contrastive learning.
Brain Integration
Geospatial context stored as brain memories:
spatial-geo: location, elevation, nearby landmarksspatial-change: detected changes in satellite/OSM dataspatial-weather: current conditions + forecastspatial-season: vegetation index, snow cover, seasonal patternsspatial-local: hyperlocal web context from Common Crawl WET
Extended Data Sources (via ruvector WET/Common Crawl)
| Source | Data | Use |
|---|---|---|
| Common Crawl WET | Web text near location | Local business info, reviews, events |
| Wikidata | Structured knowledge | Building names, POI descriptions |
| NASA FIRMS | Active fire (3-hour) | Safety alerts |
| USGS Earthquakes | Seismic events | Safety context |
| OpenAQ | Air quality (PM2.5) | Environmental health |
| Overture Maps | Building footprints (Meta/MS) | Higher quality than OSM |
The ruvector brain server has existing web_ingest + Common Crawl support.
WET files filtered by geographic URL patterns provide hyperlocal context.
Consequences
Positive
- Agent gains environmental awareness beyond the room
- Temporal data enables seasonal calibration of CSI sensing
- Change detection finds construction, vegetation, weather effects
- All data sources are genuinely free with no API keys
Negative
- Initial data fetch requires internet (~2MB tiles + ~25MB DEM)
- Cached data becomes stale (mitigated by nightly refresh)
- IP geolocation has ~1km accuracy (mitigated by manual override)