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AI Ecosystem Extension Specification

This document explains the AI Ecosystem Extension to the Field Boundaries for Agriculture (fiboa) and Vecorel specifications.

This extension adds support for properties useful for integrating field boundary data with the AI/ML ecosystem.

Properties

Property Name Type Description
ml:boundary_type string REQUIRED. Whether the boundary is for a field, ownership parcel, hedge, or other boundary
ml:creation_date datetime REQUIRED. Date the collection was created or published
ml:verified_from datetime REQUIRED. The first date for which the boundary is verified to be present on ground (e.g. through ground-truth or remote sensing image verification)
ml:author string REQUIRED. Name of individual or organization who created this.
ml:admin2 string A unique admin2 (county) name for the administrative region that contains the field. The feature contains the last part of the HASC 2 codes.

Additional Properties

Additionally, the following properties from from the core specification are REQUIRED:

  • category
  • determination:method
  • determination:datetime

Lastly, the following properties from from the Administrative Division extension are REQUIRED:

  • admin:country_code
  • admin:subdivision_code

Note

Country Code, Subdivision Code and admin2 can be derived from GADM boundaries.

Contributing

See the contributing guideline for more details.

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Extension for properties needed for fiboa to interface with AI ecosystem

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