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🌿

Environment, Climate & Spatial Data

📊

Deforestation & Land Use

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World Resources Institute

Global Forest Watch / World Resources Institute

Spatial statistics, satellite panel data analysis, environmental policy evaluations.

📊 Overview

Platform: Global Forest Watch / World Resources Institute

Domain: Deforestation & Land Use

Maintained by: World Resources Institute

📥 Access & Resources

Access and formats:
GeoJSON, Shapefiles, CSV

CSV JSON

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R wrapper package:
gfwr

Python wrapper package:
geopandas

🎯 Teaching & Analysis

Spatial statistics, satellite panel data analysis, environmental policy evaluations.

Use this dataset to

  • Extract tree-cover loss and deforestation alerts
  • Analyze geospatial land-use datasets
  • Study environmental change with satellite data
  • Evaluate conservation and forest-policy outcomes

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