mlsanityData to 7 Oct 2026

The unrealized potential of agroforestry for an emissions-intensive agricultural commodity

arXiv 2410.20882 ↗First posted 28 Oct 2024cs.CVcited by 1

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Abstract (arXiv)

Reconciling agricultural production with climate-change mitigation is a formidable sustainability problem. Retaining trees in agricultural systems is one proposed solution, but the magnitude of the current and future-potential benefit that trees contribute to climate-change mitigation remains uncertain. Here, we help to resolve these issues across a West African region that produces ~60% of the world's cocoa, a crop contributing one of the highest carbon footprints of all foods. Using machine learning, we mapped shade-tree cover and carbon stocks across the region and found that existing average cover is low (~13%) and poorly aligned with climate threats. Yet, increasing shade-tree cover to a minimum of 30% could sequester an additional 307 million tonnes of CO2e, enough to offset ~167% of contemporary cocoa-related emissions in Ghana and Cote d'Ivoire--without reducing production. Our approach is transferable to other shade-grown crops and aligns with emerging carbon market and sustainability reporting frameworks.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 1 of its 107 references that are in the map. First posted on arXiv 28 Oct 2024.

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1 of 107 references.

References · 1

  1. 2022A high-resolution canopy height model of the Earthcited by 91

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Citing papers per year: 2026: 1.

1 paper.