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Supply Chain Tech· 6 min read· in Lifestyle

Coffee Giants and Airbus Launch Satellite-AI Partnership to Map Global Deforestation for EUDR Compliance

A coalition of the world's largest coffee roasters has teamed up with Airbus to deploy high-resolution satellites and AI, creating a definitive map of global coffee production. The initiative aims to prove compliance with strict new EU deforestation laws while protecting millions of sustainable smallholder farmers from being unfairly locked out of the market.

By Andres Navarro

Imagine a smallholder coffee farmer in the highlands of Ethiopia, tending to a modest plot of Arabica plants that thrive naturally beneath the dense, dappled canopy of ancient trees. For generations, this traditional agroforestry method has been the gold standard of sustainable agriculture, preserving local biodiversity while yielding exceptional beans.

Yet, as the European Union prepares to enforce its landmark Deforestation Regulation (EUDR), this exact farming method has inadvertently become a massive liability. From the vantage point of older, low-resolution satellite maps, a shade-grown coffee farm looks virtually indistinguishable from an untouched natural forest.[1][2][5]

That technological blind spot threatens to create a devastating paradox. The EUDR is designed to ban any agricultural products grown on land deforested after December 2020 from entering European markets. It is a vital piece of environmental legislation, but without precise data, millions of the world's most sustainable smallholder farmers risk being incorrectly flagged as deforestation culprits and locked out of the global trade system entirely. The burden of proving otherwise—requiring precise geolocation data for every bag of beans—is simply too high for fragmented, rural supply chains to manage alone.[2][5][7]

To prevent this looming crisis, a coalition of the world's largest coffee competitors has decided to stop working in silos. Led by JDE Peet's—the powerhouse behind brands like L'Or and Jacobs—the newly formed Coffee Canopy Partnership brings together industry heavyweights including Louis Dreyfus Company, Tchibo, Sucden, Neumann Kaffee Gruppe, Touton, and Sucafina. Rather than each company building its own proprietary compliance tool, they have pooled their resources to create a single, openly accessible map of global coffee production.[1][2][5][6]

To build a map detailed enough to satisfy European regulators, the coffee giants turned to the aerospace sector, selecting Airbus Defence and Space as their technical partner. The solution relies on Airbus's Pléiades and Pléiades Neo satellite constellations, which orbit the Earth capturing optical imagery at an astonishing 30-centimeter resolution. At that level of granular detail, the view from space transforms from a blurry wash of green into a crisp, highly defined landscape where individual tree canopies and crop lines become visible.[1][4][6][8]

Airbus's high-resolution satellites and AI models can differentiate between natural forests and shade-grown coffee farms.

But raw imagery alone is not enough to map the world's coffee supply. The true breakthrough lies in how that visual data is processed. Airbus has trained advanced artificial intelligence models on massive datasets to recognize the specific, subtle signatures of coffee cultivation. The AI can sift through millions of square kilometers of imagery to identify coffee plants, even when they are intentionally tucked beneath larger shade trees in complex agroforestry systems.[3][4][6][8]

This combination of high-resolution optics and machine learning allows the partnership to generate land-use maps that are significantly more accurate than anything the industry has historically relied upon. By correctly classifying these sustainable farms, the system produces the exact geolocation evidence required to demonstrate that a specific harvest did not originate from recently deforested land, effectively clearing the path for smallholders to continue exporting their crops.[3][5][7]

The initiative is currently executing a massive pilot phase across East Africa, a region that forms the backbone of the global specialty coffee supply and relies heavily on smallholder farming. By the end of June 2026, the project will have mapped more than 1.2 million square kilometers of complex agricultural landscapes across Ethiopia, Tanzania, Kenya, Uganda, Burundi, and Rwanda. This initial rollout is supported by the UK Foreign, Commonwealth & Development Office and the UN Food and Agriculture Organization, underscoring the geopolitical importance of getting this right.[1][2][5][6]

The technical deliverables of the partnership are divided into two core datasets designed specifically around the European regulatory timeline. The first is a historical baseline map covering 2020 and 2021. This crucial dataset matches the EUDR's strict cutoff date, establishing a definitive record of where coffee was already being grown before the new deforestation rules took effect, thereby correcting widespread historical misclassifications.[2][5]

The partnership uses 30-centimeter resolution imagery to establish a highly accurate 2020-2021 baseline map.

The second deliverable is an updated map covering 2024 and 2025. By comparing the current landscape against the historical baseline, the AI can instantly highlight areas where natural forests have recently been cleared to make way for new agricultural production. This allows companies to cleanly separate the deforestation risks from the sustainable practices, ensuring that only compliant beans make their way into European roasting facilities.[2][5]

Beyond mere regulatory compliance, this unprecedented level of transparency offers a powerful new tool for environmental restoration. By accurately identifying zones of recent forest loss and degraded land, the partnership can share its findings with local governments and conservation groups. This enables stakeholders to target their landscape restoration initiatives and reforestation funding exactly where the ecosystem is most vulnerable, rather than guessing at the margins.[1][5][6]

The initiative also represents a profound shift in how the commodities sector approaches sustainability. For the past decade, environmental efforts in the coffee industry have largely been fragmented, with individual brands launching their own proprietary certification schemes and supply chain audits. The Coffee Canopy Partnership moves the industry toward landscape-scale collaboration, establishing a pre-competitive environment where a single source of truth benefits everyone from the farmer to the final consumer.[1][2][5]

Looking ahead, the partnership has set an ambitious timeline to scale its technology globally. Building on the success of the East African pilot, the coalition aims to achieve worldwide coverage of all coffee-growing regions by 2027. This timeline aligns perfectly with the broader enforcement deadlines of the EUDR, ensuring that the global supply chain is mapped and verified before the strictest penalties take effect.[1][3][7][8]

The initiative aims to protect the market access and livelihoods of millions of smallholder farmers across the globe.

If the Coffee Canopy Partnership succeeds in its mission, the implications will stretch far beyond your morning cup of espresso. The integration of aerospace technology, artificial intelligence, and pre-competitive corporate collaboration offers a viable template for how other global commodities—such as cocoa, rubber, and palm oil—can navigate the increasingly complex intersection of strict environmental regulation and the economic survival of rural communities.[3][7]

Ultimately, this technological leap ensures that the burden of proof no longer falls squarely on the shoulders of the farmers who can least afford it. By looking down from space to protect the livelihoods on the ground, the coffee industry is proving that rigorous environmental standards do not have to come at the cost of human prosperity. It is a rare, uplifting alignment of cutting-edge innovation and ancient agricultural tradition, securing the future of the forests and the farmers alike.[6][7]

Key points

  • A coalition of the world's largest coffee companies has partnered with Airbus to create a comprehensive satellite map of global coffee production.
  • The initiative aims to help the industry comply with the EU Deforestation Regulation (EUDR), which bans products grown on recently deforested land.
  • Older maps often misidentify sustainable, shade-grown coffee farms as natural forests, threatening to lock millions of smallholder farmers out of the EU market.
  • Airbus's 30-centimeter resolution satellite imagery and advanced AI models can accurately differentiate between forests and agroforestry systems.

What we don’t know

  • How smoothly the AI models will adapt to mapping coffee regions in Latin America and Asia, which feature different topographical and agricultural challenges than East Africa.
  • Whether the European Union will officially endorse the partnership's maps as the definitive standard for EUDR compliance audits.

How we got here

  1. December 2020

    The strict cutoff date established by the EU Deforestation Regulation; any land deforested after this date cannot be used to grow products for the EU market.

  2. April 2026

    The Coffee Canopy Partnership is officially launched by major coffee roasters and Airbus to map global coffee production.

  3. June 2026

    The partnership completes its initial pilot phase, mapping 1.2 million square kilometers of coffee landscapes across East Africa.

  4. December 2026

    The initial enforcement deadline for large corporations to comply with the EU Deforestation Regulation.

  5. 2027

    The targeted completion date for the Coffee Canopy Partnership to achieve full, worldwide coverage of all coffee-growing regions.

Global Coffee Roasters & Traders 40%Aerospace & Technology Providers 30%Smallholder Advocates & ESG Analysts 30%
Global Coffee Roasters & Traders
Focus on pre-competitive collaboration to ensure supply chain compliance and protect market access without duplicating efforts.
Aerospace & Technology Providers
Emphasize the role of high-resolution satellite imagery and AI in solving complex, landscape-scale agricultural mapping challenges.
Smallholder Advocates & ESG Analysts
Highlight the importance of accurate data in preventing sustainable farmers from being unfairly excluded from the European market.

Perspectives this story doesn't cover

  • European Union Regulators
  • Local East African Government Officials

Sources

Source coverage

8 outlets

3 viewpoints surfaced

Global Coffee Roasters & Traders 40%Aerospace & Technology Providers 30%Smallholder Advocates & ESG Analysts 30%
  1. [1]Global Coffee ReportSmallholder Advocates & ESG Analysts

    What JDE Peet's partnership with Airbus and a group of world-leading coffee companies means for deforestation prevention efforts

    Read on Global Coffee Report →
  2. [2]Daily Coffee NewsGlobal Coffee Roasters & Traders

    At least seven major coffee and roasting companies are joining forces with space company Airbus

    Read on Daily Coffee News →
  3. [3]One Stop ESGSmallholder Advocates & ESG Analysts

    Coffee Canopy Partnership Deploys AI and Satellite Mapping to Meet EU Deforestation Rules by 2027

    Read on One Stop ESG →
  4. [4]Food NavigatorAerospace & Technology Providers

    A decade of innovation to monitor agricultural supply chains from space

    Read on Food Navigator →
  5. [5]JDE Peet'sGlobal Coffee Roasters & Traders

    JDE Peet's and partners accelerate the satellite mapping initiative of coffee regions to comply for EUDR using Airbus's advanced technology

    Read on JDE Peet's →
  6. [6]AirbusAerospace & Technology Providers

    Airbus Defence and Space has been selected as technical partner in the Coffee Canopy Partnership

    Read on Airbus →
  7. [7]Jam Stock ExGlobal Coffee Roasters & Traders

    Coffee Supply Chains Turn To Satellite Monitoring As EU Deforestation Rules Tighten

    Read on Jam Stock Ex →
  8. [8]Supply Chain OutlookAerospace & Technology Providers

    A new global partnership between Airbus and JDE Peet's leverages satellite imagery and AI to map coffee plantations at scale

    Read on Supply Chain Outlook →

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