Grounds for Relief?—New Study Shows Coffee Accounts for Just 1% of Agriculture-Driven Deforestation

Recent research shows that, when it comes to global deforestation, coffee is far from the primary culprit.
BY BHAVI PATEL
BARISTA MAGAZINE ONLINE
Featured photo by Mariela Ferbo
For years, the coffee industry has operated under a cloud of environmental guilt. As global headlines link tropical forest loss to our morning cup, roasters and baristas have braced for the impact of strict new regulations like the EU Deforestation Regulation (EUDR).
However, a groundbreaking study recently published in Nature Food suggests that when it comes to global deforestation, coffee is far from the primary antagonist. In fact, it is responsible for a remarkably small portion of the problem.
The DeDuCE Model: A New Lens on Land Use
The study, titled “Global patterns of commodity-driven deforestation and associated carbon emissions,” was led by researchers Chandrakant Singh and U. Martin Persson of the Chalmers University of Technology in Sweden. To reach their conclusions, the team developed the DeDuCE (Deforestation Driver and Carbon Emissions) model.
This is no ordinary survey. The researchers combined high-resolution satellite land-use data with global agricultural statistics to track 184 commodities across 179 countries over 21 years (2001–2022). By mapping 9,332 unique country-commodity footprints, DeDuCE provides the most granular look at what is actually replacing our forests.

The findings are grounds for relief for the specialty coffee sector. According to the data, coffee is responsible for just 1% of global agriculture-driven deforestation. To put that into perspective, the study identified that 122 million hectares of forest were lost to agriculture during the study period. While coffee accounted for approximately 1.2 million hectares (still undoubtedly quite large) of that total (roughly 55,000 hectares per year), it remains a “tiny part” of the global agricultural landscape compared to other giants.
The real drivers? Beef production stands alone at the top, responsible for a staggering 40% to 42% of all agricultural deforestation. Following beef are oil palm and soybeans, which together account for about 16%.
Why Staple Crops Are the Overlooked Culprit
The study finds, “Domestic staple crops—often ignored by international regulations—have a significantly higher impact than coffee.”
The research highlights that maize (4%), rice (4%), and cassava (3%) each drive more deforestation globally than coffee. Unlike coffee or cocoa, which are high-value export crops often grown for Western markets, these staples are frequently grown for domestic consumption in tropical regions. Because these crops are distributed across the globe rather than concentrated in specific “deforestation hotspots,” they have historically escaped the scrutiny of global supply chain monitors.

Navigating the EUDR and Future Sustainability
For the coffee industry at large, this data is vital for navigating the evolving regulatory landscape. While the EUDR and similar frameworks focus heavily on coffee, among other produce, the DeDuCE model suggests that policy-makers might be looking at the wrong map if the goal is a total halt to forest loss.
However, the researchers caution against complacency. The study notes, “While coffee’s global percentage is low, its impact can be ‘locally significant’ in specific regions.” The study serves as a tool for the industry to move away from broad generalizations and toward data-driven sourcing.
Final Brew: A Data-Driven Future
As the coffee industry continues to lead the way in sustainability, the Nature Food study provides the empirical evidence needed to shift the conversation. Coffee isn’t the villain of the deforestation story; it is a minor character (still a character) with a major opportunity to model best practices for the rest of the agricultural world. By focusing on the 1% we do control, the specialty coffee community can ensure that our “tiny part” of the footprint eventually shrinks to zero.
ABOUT THE AUTHOR
Bhavi Patel is a food writer focusing on coffee and tea, and a brand-building specialist with a background in dairy technology and an interest in culinary history and sensory perception of food.

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