Energy access
Power system and utilities
Transmission and distribution

Medium-Voltage Distribution (Predictive)

Last Updated:
February 7, 2019
Countries:
Côte d'Ivoire, Congo, The Democratic Republic of the, Malawi, Nigeria, Uganda + 1
Regions:
Africa
Views:
908

Facebook has produced a model to help map global medium voltage (MV) grid infrastructure, i.e. the distribution lines which connect high-voltage transmission infrastructure to consumer-serving low-voltage distribution. The data found here are model outputs for six select African countries: Malawi, Nigeria, Uganda, DRC, Cote D’Ivoire, and Zambia. The grid maps are produced using a new methodology that employs various publicly-available datasets (night time satellite imagery, roads, political boundaries, etc) to predict the location of existing MV grid infrastructure. The model documentation and code are also available , so data scientists and planners globally can replicate the model to expand model coverage to other countries where this data is not already available. You can find the model code and documentation here: https://github.com/facebookresearch/many-to-many-dijkstra

Note: current model accuracy is approximately 70% when compared to existing ground-truthed data. Accuracy can be further improved by integrating other locally-relevant information into the model and running it again.

Resolution: geotiff is provided at Bing Tile Level 20

Data and Resources

About this data

Organization
Facebook
Contact
Dimitry Gershenson; Brandon Rohrer; Anna Lerner
Topics
Energy access   Power system and utilities   Transmission and distribution  
Last Updated
February 7, 2019
Release Year
2019
Countries
Côte d'Ivoire, Congo, The Democratic Republic of the, Malawi, Nigeria, Uganda + 1
License
Creative Commons Attribution 4.0
Views
908
Formats
GeoTIFF CSV