{
  "id": 19811,
  "url": "https://www.contractsfinder.service.gov.uk/Notice/a43a8ce3-f529-4f65-a427-6790c32c891d",
  "title": "Living England Grasslands National Field Survey",
  "summary": "… appearances in the imagery - forming a series of polygons using an object-based image analysis framework (OBIA). The polygons are then classified using a random forest, machine learning algorithm to identify the likely broad habitat present, informed by the field collected habitat records, satellite imagery and the ancillary datasets. The resulting map is a habitat probability map showing the likely broad habitat class for each polygon, creating a nation Classification: Environmental services.",
  "authors": "Environment Agency",
  "category": "policy",
  "topics": "regulation,environment",
  "orgs": null,
  "regions": "uk",
  "published_at": "2025-05-20T09:49:33.000Z",
  "fetched_at": "2026-08-15T00:00:00.000Z",
  "source_slug": "uk-contracts-finder-ai",
  "source_name": "UK Contracts Finder — AI procurement",
  "source_homepage": "https://www.contractsfinder.service.gov.uk/Search",
  "ethics_ai_record_url": "https://ethics.ai/record/19811",
  "original_url": "https://www.contractsfinder.service.gov.uk/Notice/a43a8ce3-f529-4f65-a427-6790c32c891d",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}