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Carble Remote Sensing for Coffee and Cocoa Supply Chains

Compiled from public sources on 2026-06-10. Not independently verified by Carble.

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Carble's remote-sensing guide covers coffee and cocoa supply chains, deforestation, Scope 3 emissions, EUDR and carbon-reduction use cases.

Carble applies remote sensing to coffee and cocoa supply chains, enabling Scope 3 emissions reporting, EUDR-compliant deforestation verification, and carbon reward programmes for agroforestry farmers.[1] The service uses Sentinel-2 multispectral imagery to derive vegetation indices for carbon-stock estimation in agroforestry farms, combined with NASA GEDI spaceborne LiDAR for canopy structure measurement and above-ground carbon quantification.[2]

Analytical methods include optical time-series change detection for land-use and deforestation monitoring, and supervised machine-learning classification applied to multispectral data for crop-area estimation.[1] The platform targets commodity supply chains with compliance obligations under the EU Deforestation Regulation (EUDR) and Scope 3 corporate reporting frameworks.[2]

Carble is a Netherlands-based startup backed by Antler in a EUR 300k seed round.[1]

Sources
Cite https://eo-atlas.org/products/analysis-service/carble-remote-sensing-supply-chain Markdown twin → Field definitions →