Page Summary
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Datasets are available providing estimated probabilities of land being occupied by commodities like Cocoa, Coffee, Palm, and Rubber Trees at 10-meter resolution.
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Global maps of forest cover and forest types for 2020 are available at 10-meter resolution.
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A dataset indicating the per-pixel score of undisturbed forest in 2020 is provided.
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A global map of natural forest probability for 2020 at 10-meter resolution is available and supports initiatives like the EU Deforestation Regulation.
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Several datasets are noted as not yet peer-reviewed, with more information available on GitHub.
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Cocoa Probability model 2025a
**Note: This dataset is not yet peer-reviewed. Please see this GitHub README for more information.** This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by … agriculture biodiversity cocoa conservation crop eudr -
Cocoa Probability model 2025b
Please see this GitHub README for technical documentation of this dataset. This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by a machine learning model. … agriculture biodiversity cocoa conservation crop eudr -
Coffee Probability model 2025a
**Note: This dataset is not yet peer-reviewed. Please see this GitHub README for more information.** This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by … agriculture biodiversity coffee conservation crop eudr -
Coffee Probability model 2025b
Please see this GitHub README for technical documentation of this dataset. This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by a machine learning model. … agriculture biodiversity coffee conservation crop eudr -
EC JRC global map of forest cover 2020, V3
The global map of forest cover provides a spatially explicit representation of forest presence and absence for the year 2020 at 10m spatial resolution. The year 2020 corresponds to the cut-off date of the Regulation from the European Union "on the making available on the … eudr forest forest-biomass jrc -
EC JRC global map of forest types 2020, V1
The global map of forest types provides a spatially explicit representation of primary forest, naturally regenerating forest and planted forest (including plantation forest) for the year 2020 at 10m spatial resolution. The base layer for mapping these forest types is the extent of forest cover … eudr forest forest-biomass jrc landcover primary-forest -
Forest Persistence v0
Note: This dataset is not yet peer-reviewed. Please see the GitHub README associated with this model for more information. This image provides a per-pixel score (in [0, 1]) that indicates whether the pixel area is occupied by undisturbed forest in year 2020. These scores are … biodiversity conservation deforestation eudr forest-biomass forestdatapartnership -
Natural Forests of the World 2020
Natural Forests of the World 2020, provides a global map of natural forest probability for the year 2020 at a 10-meter resolution. It was developed to support initiatives like the European Union's Deforestation Regulation (EUDR) and other efforts for forest conservation and monitoring. The map … biodiversity climate conservation deforestation eudr forest -
Palm Probability model 2025a
**Note: This dataset is not yet peer-reviewed. Please see this GitHub README for more information.** This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by … agriculture biodiversity conservation crop eudr forestdatapartnership -
Palm Probability model 2025b
Please see this GitHub README for technical documentation of this dataset. This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by a machine learning model. … agriculture biodiversity conservation crop eudr forestdatapartnership -
Rubber Probability model 2025b
Please see this GitHub README for technical documentation of this dataset. This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by a machine learning model. … agriculture biodiversity conservation crop eudr forestdatapartnership -
Rubber Tree Probability model 2025a
**Note: This dataset is not yet peer-reviewed. Please see this GitHub README for more information.** This image collection provides estimated per-pixel probability that the underlying area is occupied by the commodity. The probability estimates are provided at 10 meter resolution, and have been generated by … agriculture biodiversity conservation crop eudr forestdatapartnership