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Deforestation & Land Use

Forest cover change, land use classification, and illegal logging detection.

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Subtypes

What's in deforestation & land use.deforestation & land use.

Climate & Environment

Land Use Classification Data

Satellite-derived land use classifications — geospatial training data.

Climate & Environment

Deforestation Hotspot Maps

Real-time deforestation alerts from GLAD — illegal logging detection training data.

Climate & Environment

Agricultural Expansion Data

Cropland expansion patterns globally — food system training data.

Climate & Environment

Reforestation Project Data

Restoration project data with outcomes — restoration tracking intelligence.

Climate & Environment

Forest Cover Change Data

Hansen forest loss data and similar — deforestation tracking intelligence.

Climate & Environment

Illegal Logging Detection Data

Documented illegal logging events — enforcement training data.