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The review aims to understand the role of AI and digital technologies in enhancing sustainable livestock manure management practices.

February 9, 2026Sustainable DevelopmentOpen Access

How AI and Digital Technologies Can Enhance Sustainable Livestock Manure Management: An Overview From Treatment to Distribution

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This review explores how AI and digital tools improve manure management in livestock systems, indicating pathways for implementation.

The review aims to understand the role of AI and digital technologies in enhancing sustainable livestock manure management practices.
Conducted a PRISMA-guided literature search from 2000 to 2025, yielding 461 records.
Screened 91 articles to identify 68 core studies for in-depth analysis.
Utilized multi-dimensional coding and correlation matrix to map relationships between management stages and outcomes.
Identified fifteen strong ties among AI, sensors, and valorisation strategies.
Two robust management chains succeeded, linking waste valorisation to energy and policy tools to greenhouse gas reporting.
Highlighted weak integration in storage monitoring and water reuse outcomes, indicating areas needing improvement.

Shi et al. (2026) studied this question.

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