Conflict Monitoring in Data-Scarce Environments: An Open-Source Introduction Focused on Africa
2h online training
27 October 2026, 12 - 2 pm EDT New York time/ 5 - 7 pm CET Amsterdam time
Price: EUR 175
Would you like to learn practical open-source methods for monitoring and analysing conflict in data-scarce environments across Africa, with a particular focus on the Sahel and Sudan, how to verify incidents in areas with limited or inconsistent information, use satellite and fire-detection data to identify activity on the ground, and combine these findings with structured datasets such as ACLED to understand broader conflict dynamics?
If the answer to those questions is ‘yes’, this webinar is for you.
Through hands-on demonstrations, you will explore how satellite imagery, geospatial tools, and social media monitoring can be used to investigate military activity, airstrikes, attacks, and population movements in challenging information environments. The workshop will also discuss the limitations of OSINT and the importance of local context and source verification.
What you’ll learn:
By the end of the session, you will be able to:
- Locate and verify places using GeoNames, OpenStreetMap, and related geospatial tools.
- Download and visualise NASA FIRMS fire-detection data.
- Analyse Sentinel and Planet satellite imagery to identify changes on the ground.
- Combine satellite imagery, fire data, and ACLED datasets to map incidents and identify trends.
- Monitor social media and messaging platforms safely while applying basic OPSEC principles.
- Recognise the limitations of OSINT and the importance of local knowledge and contextual understanding.
Experience level:
This webinar is suitable for beginner-to-intermediate OSINT practitioners, journalists, analysts, and researchers seeking practical methods for monitoring and verifying conflict developments in Africa's data-scarce environments.
Logistics:
The webinar will be led by experienced Bellingcat researchers who will guide you through the material. They have extensive open source research experience and are passionate about sharing their knowledge with you.
Zoom webinar joining details will be shared with participants in the week before the training.
Not ready for this level yet:
In case you think you’re not ready to join this webinar, please check our website for upcoming training better matching your needs.