Insights
Thoughts, methods, and applied work in geospatial intelligence
Environmental Intelligence
The Cost of Getting It Wrong
Environmental intelligence can fail even when the underlying data is correct. The real cost often appears when signals are misunderstood, deprioritised, or acted on too late.
Research Practice
Learning to See at Different Scales: From Field Transects to Satellite Pixels
What changed when I moved from studying ecosystems on the ground to interpreting them from space, and why neither perspective tells the whole story.
Environmental Intelligence
From Insight to Action: What Decision-Ready Actually Means
Most environmental analyses stop at description. Decision-ready work goes further—connecting signal to consequence, timing, and action.
Environmental Intelligence
The Quiet Failure of Good Data
A perfect satellite output has one job — reach a decision-maker. Most never do. This isn't a data problem. It's a breakdown in the chain between signal and decision.