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ukraine-damage

The repository stores the code for the analysis of relationship between Synthetic Aperture Radar data and media-derived conflict events in Ukraine. To reproduce the data analysis, the source data must be downloaded independently from their respective sources.

A full description of the data, analysis, and research findings has been published:

Witmer, F., C. Scher, J. Van Den Hoek, J. O’loughlin (2026). “Measuring and accounting for war destruction using human-reported and satellite-derived conflict data: Ukraine 2022-2023.” Annals of the American Association of Geographers. https://doi.org/10.1080/24694452.2026.2681729.

You may access the author's version of the article here or the Version of Record available from the publisher.

This paper is part of the Urban Place Annihilation During Warfare Forum.

Space-time animation for conflict event density for the study period March 2022 to October 2023

VIINA Events/km2 ACLED Events/km2

Space-time animation for SAR damage as a percentage of GHS area

SAR Damage Percentage

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Analysis of relationship between Synthetic Aperture Radar data and media-derived conflict events in Ukraine.

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