Case studies

From satellite data to applications

Four demonstrators built in 2026 while testing the Earth Innovation Labs in Kenya. Each starts from the catalogue data and ends with a web application with a map, charts and export.

3-month SPI map of Kenya in August 2026, with the rainfall series of a point

Climate · agriculture · risk

Monitoring rainfall and drought in Kenya

Drought, rainy season, index insurance and heavy rainfall by catchment, in a web application.

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Change map east of Nairobi, with the curve and thumbnails of a cell

AI · land monitoring

Detecting change with foundation models

Change map between two dates and history of each cell, from optical or radar imagery.

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River meanders found by similarity search on a Sentinel-2 image

AI · mapping

Finding similar features without training data

Search by example on Sentinel-2 and Sentinel-1 images, with Clay and TerraMind, in a web application.

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Object detection application: settings panel and map of small boats detected in a marina

AI · very high resolution imagery

Detecting buildings, vehicles and boats in very high resolution imagery

Training a YOLO detector on xView, then detecting and outlining objects in a web application.

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