Mariupol, Ukraine
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
Our work led to several publications (see here)
The results are publicly available on a dedicated web platform (see here)