Living England Grasslands National Field Survey

… 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.

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ethics.ai (20 May 2025), “Living England Grasslands National Field Survey,” evidence record 19811, https://ethics.ai/record/19811 (originally published by UK Contracts Finder — AI procurement).

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