{
  "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"
  ]
}