FCDO Data Science Hub

Technical report: Predicting cattle camp locations in South Sudan from Sentinel 2 satellite imagery

Cattle are central to many people’s livelihoods in South Sudan, but there are very few recent data on the number of animals and their geographic distribution. Building on previous work, this blog explores new methods, based on convolutional neural networks, that can better distinguish cattle camps from similar landscape features.

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