Advancing conflict research and response through satellite-derived data.

Integrating satellite data with traditional sources reveals a broader spectrum of conflict dynamics beyond fatalities, enabling a paradigm shift in conflict research.

• Why it matters: Understanding the complex and evolving nature of armed conflicts is essential for effective response, but current reliance on text-based fatality data limits insights due to reporting biases and gaps.
• What they did: The study develops three approaches—improvement, enrichment, and fusion—to integrate satellite-derived war damage assessments with existing data, demonstrated through case studies in Ukraine and Myanmar.
• The result: This integration uncovers new analytical insights, broadening the understanding of violence and enabling more comprehensive and effective conflict response strategies.