| { |
| "dataset_name": "lanternfly_research_dataset", |
| "version": "1.0.0", |
| "description": "Human-verified spotted lanternfly sightings with geolocation data for ecological research", |
| "created_by": "Lantern Fly Tracker App", |
| "total_sightings": 0, |
| "last_updated": "2024-01-01T00:00:00Z", |
| "data_schema": { |
| "image": { |
| "type": "file", |
| "description": "High-quality photo of verified spotted lanternfly", |
| "format": "JPEG" |
| }, |
| "metadata": { |
| "type": "json", |
| "fields": { |
| "username": "string - Username of person who verified the sighting", |
| "sighting_date": "ISO datetime - When the photo was taken", |
| "upload_date": "ISO datetime - When uploaded to dataset", |
| "latitude": "string - GPS latitude coordinate", |
| "longitude": "string - GPS longitude coordinate", |
| "location_name": "string - Human-readable location description", |
| "confidence_score": "string - AI classification confidence (0-1)", |
| "verification_status": "string - Always 'human_verified'", |
| "dataset_version": "string - Dataset version", |
| "data_source": "string - Source application", |
| "image_filename": "string - Associated image filename", |
| "image_size_bytes": "number - Image file size in bytes" |
| } |
| } |
| }, |
| "usage_notes": [ |
| "All images are human-verified for accuracy", |
| "GPS coordinates are provided for spatial analysis", |
| "Timestamps enable temporal analysis of spread patterns", |
| "Dataset is automatically updated with new verified sightings" |
| ], |
| "research_applications": [ |
| "Ecological distribution modeling", |
| "Invasive species spread analysis", |
| "Machine learning model training", |
| "Conservation planning", |
| "Citizen science validation" |
| ] |
| } |
