Humanitarian aid guided by satellite data may harm marginalised groups

1 month ago 10
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By Edd Gent

A satellite orbits the earth above India

A satellite orbits Earth above India

Shutterstock / Cristi Matei

Satellite data can help policy-makers quickly identify areas of the world in need of aid and development, but research shows it can also contain bias against marginalised groups, potentially compromising policy goals.

Machine-learning systems that scan satellite images for indicators of poverty or disaster damage are becoming a popular tool for assessing humanitarian and development needs. But researchers at the German Aerospace Center in Cologne say little attention is being paid to potential biases built into this data.

The group trained a model to …

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