Founder of belian.earth — independent, scalable baselines for nature-based carbon projects.
We answer one question independently, that other organisations do internally: what would have happened to this forest if nothing had changed? We do it with geospatial foundation models and counterfactual analysis, so the baseline holds up to a buyer, an auditor, or a ratings agency.
I have a background in forest ecology. I work at the messy edge where earth observation, statistics, and carbon market integrity meet.
A couple of things We've written:
- VM0047: your ARR project's defining moment
- The carbon baseline problem nobody wants to talk about
- ML4EO 2026: Why Pixels Aren't Enough for Carbon Market Integrity
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