Read the Earth the Way Intelligence Analysts Do
This geospatial intelligence course teaches GEOINT: the discipline of reading satellite imagery, maps and terrain for what is actually there, not what the caption claims. 13 modules. 63 lessons. Taught by a former analyst at the US National Geospatial-Intelligence Agency.
You do not need to fly the satellite or write the software. Instead, you need to know what the image shows, what it cannot show, and why that changes your next decision.
Satellite imagery used to belong to governments. Today you can pull up last week’s picture of a port, a mine or a front line from your laptop. That is the easy part. However, the hard part is knowing what you are looking at.
- Is that a fuel depot or a water treatment plant?
- Has that stockpile grown, or is it a different sun angle?
- Did that village burn, or is it cloud shadow?
- Is the “satellite images show” post on your feed telling you the truth?
Most people who look at imagery are guessing. They see shapes and fill the gap with assumptions. Analysts, however, are trained not to.
For example, the investor backs a mine on a stockpile that was never there.
Similarly, the underwriter prices war risk without ever seeing the damage.
Likewise, the journalist republishes a “satellite image shows” claim that turns out to be an old image of a different place.
In addition, those posts travel faster than the correction, and most readers never see the correction.
Here’s the uncomfortable truth: almost nobody outside the intelligence world has ever been taught how to read an image.
- Where it is
- What changed
- What the ground allows
- How sure you can be, in words you will stand behind
That’s the gap this geospatial intelligence course closes.
What is Geospatial Intelligence (GEOINT)?
Inside the intelligence world there is a discipline for exactly this. It’s called geospatial intelligence, GEOINT: intelligence about activity on, above and below the Earth’s surface, built from imagery and geographic information. Specifically, it answers three questions every decision maker cares about:
- Where? Fixes people, facilities and events precisely on the map
- What changed? Compares the same place over time to show what is new, missing or moving
- What does the ground allow? Reads terrain, access and infrastructure to show what is possible and what is not
The same method an analyst uses to assess a military airfield applies directly to verifying a mine’s output, checking that a supplier’s factory exists, assessing storm damage across an insured portfolio, or testing a claim in a news report. In other words, the questions are the same. Only the target changes.
Your GEOINT instructor: Brian Cameron
Brian Cameron spent almost nine years at the US National Geospatial-Intelligence Agency (NGA), from 2011 to 2019, as a Geospatial Analyst and Liaison.
What You’ll Learn in This Geospatial Intelligence Course: 13 Modules, 63 Lessons
This geospatial intelligence course is built around the analyst’s method, not the software: fix the place, build the picture, know the sensor, read the image, then report the judgement.
Instead of learning where the buttons are, you learn how to identify, measure, compare and report, and how to state how confident you are.
Once you can do that, any place on earth, from a military airfield to a supplier’s factory, becomes analysable.
Course Outline: GEOINT Foundations (Modules 1–6)
01. Foundations of GEOINT
Define GEOINT, place it in the intelligence cycle and the common operating picture, name the agencies, alliances and standards bodies, and think through the geospatial lens. 5 lessons.
02. Geospatial Data Basics
Handle vector, raster and elevation data, find free sources, judge metadata and accuracy, and build a common operating picture in Google Earth Pro. Lab: Operation Fall Flood, Derna. 6 lessons.
03. Remote Sensing and Sensors
Work the resolution triangle, choose between optical, thermal and radar imagery, and drape ground overlays. 4 lessons.
04. Imagery Analysis Tradecraft
Apply the eight elements of image interpretation to sites, vehicles and vessels, detect change over time, and report observation, assessment and so what. 6 lessons.
05. Human Terrain and Do No Harm
Map population and ambient population data, visualise density, and apply the do no harm principle. 4 lessons.
06. Terrain Analysis and Accessibility
Adapt OCOKA to civilian missions, read landscape in 3D, assess mobility and route trafficability, factor in weather, and predict access for aid delivery. 5 lessons.
Applied GEOINT: Modules 7–13
07. Map Design and Storytelling
Design a clear map with standard symbols and accessible colour, tell a before, after and flow story, and pass the five-second rule. 4 lessons.
08. The Ethics of Mapmaking
Recognise how every map distorts, separate necessary from manipulative generalisation, spot distortion techniques, and apply the mapmaker’s oath. 5 lessons.
09. Disaster Response and Humanitarian GEOINT
Support relief across the disaster timeline, identify flood, fire and earthquake damage remotely, apply standard damage classes, and find bottlenecks and landing zones. 4 lessons.
10. Open Source GEOINT and Investigative Mapping
Use the free data ecosystem, geolocate and chronolocate imagery, verify by triangulation, guard against confirmation bias, and write an investigative brief with OPSEC in mind. 5 lessons.
11. AI and Automation in GEOINT
Use AI as a filter for big data, understand computer vision and geoparsing, work as the foreman analyst, know when AI fails, and keep a human in the loop. 5 lessons.
12. Analytic Tradecraft, Fusion and Reporting
Apply structured analytic techniques, state confidence with words of estimative probability, counter cognitive bias, fuse GEOINT with other sources, and write the product. 5 lessons.
13. Capstone: Operation Matthew Recovery
Work a hurricane response scenario (Haiti, October 2016) end to end: damage and access assessment, OSINT verification, a formal graphic with a BLUF, and a methodology log. 5 lessons.
Who This GEOINT Course Is For
This course is for you if:
- You are an intelligence, security or risk analyst and want a systematic method for imagery and geographic data, not a collection of tricks
- You make investment, underwriting, mining or supply chain decisions that depend on what is physically happening at a site you cannot visit
- You are a journalist or researcher who needs to test “satellite images show” claims before you repeat them
- You are considering a GEOINT career and want a structured foundation before you specialise
- You already do OSINT and want to move from geolocating a photo to analysing a place over time
This course is NOT for you if:
- You want a software tutorial. We use tools, but we teach the method that outlives them
- You want war imagery as entertainment. This is a professional discipline and we treat it as one
- You won’t put in the hours. Imagery analysis is a skill built through practice
- You are already an advanced geospatial analyst
What Students Get from This GEOINT Training
- 13 modules, 63 video lessons, about seven hours: Self-paced, online, lifetime access
- Practical imagery exercises: Hands-on work with real imagery in open-source tools
- Named analytical frameworks: the eight elements of image interpretation · the resolution triangle · OCOKA terrain analysis · change detection · pattern of life · words of estimative probability
- Real case studies and labs: Operation Fall Flood (Derna, Libya), Hurricane Melissa, and the capstone Operation Matthew Recovery (Haiti, 2016)
- Certificate of completion: Grey Dynamics Intelligence School, accredited through the University of Salford (QCPD)
Further reading
- A Guide to Geospatial Intelligence (GEOINT)
- The National Geospatial Intelligence Agency (NGA): Pentagon’s Vision
- The National Reconnaissance Office (NRO): Watching From Above
- Espionage in the Air: A Comprehensive Guide to Spy Planes
- Operational OSINT Fundamentals course
- Technical Intelligence (TECHINT) Fundamentals course
Grey Dynamics Geospatial Intelligence Reports
- Wagner PMC Activity in the Central African Republic: A Geospatial Analysis
- Great Power Competition in Djibouti: A Geospatial Analysis
- Russian Air Capabilities in Ukraine: A Geospatial Analysis
- Air Capabilities of the Taliban: A Geospaital Analysis
Honest Answers to Fair Questions
“I’m not an analyst or a GIS specialist. Will I keep up?”
Yes. This geospatial intelligence course assumes no prior intelligence or GIS training. First, we start with maps and coordinates and build from there. What it does assume is that you will do the exercises.
“How is this different from free imagery tutorials or reading GEOINT on social media?”
Tutorials teach you where the buttons are. Meanwhile, social media shows you conclusions without the working. In contrast, this course teaches the analytical method in between: how to identify, measure, compare and report, and how to state how confident you are. That is what makes the work defensible.
“What’s the time commitment?”
The geospatial intelligence course runs about seven hours of video across 13 modules and 63 lessons. Lessons run 4 to 25 minutes, most under ten. For example, one module a week is a comfortable pace, and because it is self-paced you can pause without penalty.
Final Word
Every place leaves a signature. Roads get built, stockpiles grow, vehicles come and go, ground gets disturbed. The evidence is sitting in imagery that anyone can now access.
Ultimately, the difference is whether you can read it. Learn to, and you stop relying on someone else’s caption. Brian closes the course with the line we would put on the wall: “The tools will keep changing. The discipline won’t”.
Ground truth over headlines. That’s what we teach.
Content warning
This course covers conflict, terrorism and natural disasters, as these are common subjects of geospatial intelligence. Some exercises and case studies use imagery of damaged infrastructure and conflict areas, and some linked historical documents deal with similar subjects. This material is included for context and learning. If you have concerns about specific content, contact school@greydynamics.com.
