Page Summary
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Probability models for Cocoa, Coffee, Palm, and Rubber Tree plantations are available at 10-meter resolution, providing estimated per-pixel probability of commodity occupation.
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A global map of industrial and smallholder oil palm plantations for 2019 is available at 10m resolution.
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The probability model datasets are currently not peer-reviewed.
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Cocoa Probability model 2025a
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. For details, see the technical documentation on the Forest Data Partnership … agriculture biodiversity cocoa conservation crop eudr -
Cocoa Probability model 2025b
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. For details, see the technical documentation on the Forest Data Partnership … agriculture alphaearth-derived biodiversity cocoa conservation crop -
Coffee Probability model 2025a
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. For details, see the technical documentation on the Forest Data Partnership … agriculture biodiversity coffee conservation crop eudr -
Coffee Probability model 2025b
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. For details, see the technical documentation on the Forest Data Partnership … agriculture alphaearth-derived biodiversity coffee conservation crop -
Global Map of Oil Palm Plantations
The dataset is a 10m global industrial and smallholder oil palm map for 2019. It covers areas where oil palm plantations were detected. The classified images are the output of a convolutional neural network based on Sentinel-1 and Sentinel-2 half-year composites. See article for additional … agriculture biodiversity conservation crop global landuse -
Palm Probability model 2025a
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. For details, see the technical documentation on the Forest Data Partnership … agriculture biodiversity conservation crop eudr forestdatapartnership -
Palm Probability model 2025b
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. For details, see the technical documentation on the Forest Data Partnership … agriculture alphaearth-derived biodiversity conservation crop eudr -
Rubber Probability model 2025b
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. For details, see the technical documentation on the Forest Data Partnership … agriculture alphaearth-derived biodiversity conservation crop eudr -
Rubber Tree Probability model 2025a
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. For details, see the technical documentation on the Forest Data Partnership … agriculture biodiversity conservation crop eudr forestdatapartnership