Mosul, Iraq
Eastern Ghouta, Syria
Sana'a & Hodeida, Yemen

Client Brief
In conflict zones, estimating precisely the level of destruction is crucial to know where to focus on for humanitarian missions and reconstruction issues
Solution
Process high-resolution satellite imagery and Sentinel-1 Synthetic Aperture Radar (SAR) data
Spot incoherencies between before/after conflict imagery/data to estimate destructions


Results
The team successfully detected destructions in Mosul, Raqqa, Hodeida and Sana'a coherent with field expertise and secondary sources