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Hi, I'm Chris 👋

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:

Find us:

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  1. CarbonRecovery CarbonRecovery Public

    Code for manuscript - 'Active restoration accelerates the carbon recovery of human-modified tropical forests'

    R 2 1

  2. CarbonPotential CarbonPotential Public

    We estimate the potential carbon store of different ecosystems of the world

    R 2 2