BeefAI™ Champion — Carbon Architecture: A Three-Layer Framework for Carbon Decision Support in Angus Beef Production

Read full text
Authors: Joe KOVACEK
Cited by: 8

Abstract

This paper presents the BeefAI™ Carbon Architecture — a three-layer framework for carbon decision support in Australian Angus beef production. The framework separates carbon measurement into three independent, auditable layers: Layer 1 (Genetics Carbon) uses EBV data from TACE to compute MEI proxy, CER, and Net-Zero Carbon Score; Layer 2 (Management Carbon) scores grazing execution through Carbon Build Momentum, Soil Health Proxy, and Carbon Efficiency Index; Layer 3 (Sequestration Carbon) provides a future pathway for laboratory soil organic carbon integration.

Fields of Study & Subjects

Agriculture Sustainability and Environmental Impact Soil Carbon and Nitrogen Dynamics Sustainable Agricultural Systems Analysis

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
20 March 2026