Advanced Satellite Imagery Techniques for Open Source Investigation
2 day, 8h online training
24-25 September 2026, 9 am - 1 pm EDT New York time/ 3 -7 pm CEST Amsterdam time
Price: EUR 700
The ready availability of high-quality satellite images means that if you’re not using them in your open source investigations, you may be missing out on important findings. From determining damage to military bases by kamikaze drones to measuring the impact of oil spills, knowing where to find satellite images and how to interpret them is an indispensable skill for any open source investigator.
This webinar builds on Bellingcat's Geolocation, Maps and Satellites and Chronolocation webinar, and assumes familiarity with basic satellite imagery tools, including Google Earth and Copernicus Browser.
What you will learn:
You will come away with:
- An understanding of the differences between various types of satellite imagery including optical imagery, synthetic aperture radar (SAR) imagery, multispectral and hyperspectral imagery, and how different types of imagery can be used for open source investigations
- An understanding of the different types of geospatial data, including raster and vector file formats
- Familiarity with using Copernicus Hub for visualizing multispectral satellite imagery, and examples of its use in investigations
- Practice interpreting SAR imagery in a variety of contexts, including analyzing environmental disasters, tracking military movements, and investigating maritime activity
- Experience using QGIS to visualize and interpret raw satellite imagery
- Experience using QGIS to combine satellite imagery with other open source geospatial data, including government records and OpenStreetMap
- Experience using QGIS to annotate and share analysis of satellite imagery
- An understanding of how AI can be used with satellite imagery, and how this differs from more conventional "chatbot" AIs
- Practice using AI tools for similar object detection and locating dark ships and oil spills at sea
- Practice using Google Earth Engine to quantitatively analyze Sentinel-2 imagery
- Practice using Google Earth Engine to perform change detection and analysis using geospatial foundation models
Experience level:
This webinar is for people who are familiar with the use of satellite imagery for research, such as Google Maps and Street View, Copernicus Browser and have awareness of alternate satellite imagery sources and mapping services.
This webinar is not for people with a novice-to-intermediate familiarity of satellite services and tools.
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.