• Estimating Cities Destruction

      By leveraging satellite data, levels of destruction can be estimated in conflict zones to help the assessment of reconstruction efforts. This analysis has been conducted by Masae Analytics in Iraq (Mosul), Syria (Eastern Ghouta) and Yemen (Sana'a and Hodeidah).
      Click on the the frames below to access the online interactive maps.

    • Hodeidah 2018
      Eastern Ghouta
    • How we Did It

      Data Sources

      • High-resolution satellite imagery
      • Sentinel-1 Synthetic Aperture Radar (SAR) data
      • By spotting incoherencies between before/after conflict imagery/data, destruction intensity can be estimated at a granular level
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