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In parallel, the project will design and implement a comprehensive dispute resolution mechanism to address user concerns and enhance the credibility of the platform's outputs. Key technical challenges to be addressed include: * Differentiating land uses such as agroforestry crops * Capturing increases in shrub and tree cover from revegetation or reforestation on cultivated or grazed lands * Ensuring interoperability with other AGRICULTURA applications and institutional systems The project aims to improve land use traceability and establish a formal dispute resolution mechanism, both of which will contribute to reducing deforestation and greenhouse gas emissions in the Agriculture, Forestry, and Other Land Use (AFOLU) sector. These outcomes will be underpinned by transparent, data-driven governance frameworks that support evidence-based decision-making. 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