This incredibly detailed map of Africa could help aid and development
Satellite images were analysed by AI to guess the spread of people living across Africa. Image: REUTERS/NASA
Can a map save lives? Facebook thinks so.
Using satellite photos and artificial intelligence (AI), the company has created a high-resolution map of population density in Africa that it says is more detailed than any of its predecessors.
To create the map, publicly available images were broken up into billions of 30-by-30-metre sections, and each was analysed to assess how many people might live there.
There are more than a billion people across Africa and population densities vary by region and country. The overall figure for the continent is 45 people per square kilometre, and more than 40% of the population is based in urban centres.
That means hundreds of millions of people live in rural, sometimes remote, locations. And in countries like Rwanda, where only a quarter of roads are paved or surfaced, remote can also mean inaccessible or even hidden.
The billions of blocks into which the satellite images are divided each have a unique reference. An AI tool assesses each image for the tell-tale signs of human habitation – buildings. The results are then cross-referenced with census data to determine how many people are likely to be living in those areas.
“Accurate population density forms arguably the backbone for any public sector or social service intervention you can think of,” says Laura McGorman, a public policy manager with Facebook’s Data for Good division.
For anyone responding to natural disasters, such as the recent cyclones in Mozambique, or epidemics like the Ebola outbreak, delay or confusion around where to direct help or where to find people can have dire consequences.
The Red Cross and the government of Malawi used earlier iterations of Facebook’s maps of Africa as part of a vaccination campaign. Using map data that showed 97% of a particular area was uninhabited, the Red Cross was able to send 3,000 trained volunteers to the areas where they were most needed.
As the maps become more sophisticated they can also be used to help in service development planning. Solar electricity, roads and communication infrastructure, all vital to the ongoing economic development of the region, can be targeted more effectively.
Don't miss any update on this topic
Create a free account and access your personalized content collection with our latest publications and analyses.
License and Republishing
World Economic Forum articles may be republished in accordance with the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Public License, and in accordance with our Terms of Use.
The views expressed in this article are those of the author alone and not the World Economic Forum.
Stay up to date:
Institutional Investors
Related topics:
The Agenda Weekly
A weekly update of the most important issues driving the global agenda
You can unsubscribe at any time using the link in our emails. For more details, review our privacy policy.
More on Geographies in DepthSee all
Spencer Feingold
November 20, 2024