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.