GoKawiilResearchers combine satellite, mapping and conflict datasets to track Ukraine building destruction
A new methodology integrates multiple existing data sources—Sentinel-1 radar-based damage detection, Overture Maps building footprints, VIINA territorial control data, and UCDP fatality records—to analyze building destruction across Ukraine from March 2022 to October 2023. The approach disaggregates damage data from 10-meter pixel grids down to individual building level using over 26 million mapped footprints, mostly sourced from Microsoft's ML Building Footprints and OpenStreetMap.