Solutions / Geospatial and environment
Data for understanding places and how they change.
Annotation and capture for aerial and satellite imagery, mapping, agriculture, forestry and environmental monitoring.
Use cases
Where this data decides the outcome.
- 01
Change detection
Differences across imagery over time, labeled with change type and confidence.
- 02
Mapping and feature extraction
Roads, buildings, vegetation and water, labeled against a stated schema.
- 03
Agriculture and forestry
Crop, canopy and land cover labels tied to ground truth.
- 04
Environmental monitoring
Coastlines, wildfires, floods and emissions sites tracked across sensors.
- 05
Ground truth collection
On-site capture to validate and calibrate what overhead imagery shows.
What we agree on up front
The decisions that make the data usable.
- Imagery sourcesResolution, bands and revisit rate matched to the task.
- Label schemaClasses and minimum object size set before annotation.
- Coordinate systemsProjection and georeferencing documented with every release.
- Temporal coverageSeasons and dates chosen to separate real change from noise.
- Ground truthField measurements captured where the task needs them.
- Quality reviewSpot checks and expert adjudication reported with the data.