Extractive industries

Derived map of global electricity transmission and distribution lines

Last Updated:
August 26, 2025
Countries:
Aruba, Afghanistan, Angola, Anguilla, Albania + 182
Regions:
East Asia and Pacific, Europe and Central Asia, Middle East and North Africa, South Asia
Views:

Overview: Global results from gridfinder model, produced by ESMAP based on joint work with Facebook and others. Uses night-time lights, road networks and existing grid network data to predict the location of transmission and distribution lines globally. Validated in several countries with ~70% accuracy at 1 km. More information: Blog with brief overview: https://blogs.worldbank.org/energy/using-night-lights-map-electrical-gri... Full research paper: https://www.nature.com/articles/s41597-019-0347-4 Visualization: https://gridfinder.org/ The following data are included:

grid.gpkg: Vectorized predicted distribution and transmission line network, with existing OpenStreetMap lines tagged in the 'source' column targets.tif: Binary raster showing locations predicted to be connected to distribution grid. lv.tif: Raster of predicted low-voltage infrastructure in kilometres per cell.

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About this data

Organization
World Bank Group
Topics
Extractive industries  
Last Updated
August 26, 2025
Release Year
2020
Countries
Aruba, Afghanistan, Angola, Anguilla, Albania + 182
License
Creative Commons Attribution 4.0
Formats
TIFF VECTOR API