Illustrating Carbon at Risk

Quantifying the long-term fate of carbon sequestration, as both climate and governance evolve

A research-led initiative combining probabilistic modelling & framework design to help manage permanence risk

The Challenge

Binary classifications like “permanent” vs “nature-based” pit carbon sequestration methods against each other

And obscure how risks behave across time, limiting effective deployment and investment.

Our Approach

Carbon at Risk measures carbon storage outcomes over time, from best to worst-case.

Assess correlations by converting unavoidable risks like temperature change and institutional security into specific forces that act on the pathways we cover

Why it matters

Achieving net zero requires a massive scale-up of carbon sequestration, looking beyond what is stored, to how secure that commitment is

Better risk management supports faster deployment, increased integrity, and more resilient climate strategies.

Explore

The CaR measure quantifies non-permanence risks over time, capturing not just expected losses, but the rare edge cases too

The CaR Framework enables a global portfolio assessment of risk providing the foundation for better risk management, procurement, and policy across all removal pathways.

A classroom or conference room with a woman giving a presentation on climate change and carbon risk, with a world map on the slide. The audience comprises diverse adults listening attentively, some taking notes, seated in black chairs.

Research

Our approach is grounded in ongoing academic research

The CaR Framework

Inspired by Value at Risk in financial markets, CaR measures how carbon storage evolves over different climate trajectories

By mapping each pathway onto a common set of geographically determined drivers (temperature & institutional quality), the CaR framework reveals where risks cluster and where they diversify

This enables meaningful comparison & combination across pathways, from reforestation to direct air capture, supporting better risk pricing, management, and planning.

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How does storage security evolve? What are the best and worst case scenarios? How likely are they to occur? What is the best way to buffer against them?

01 Non-permanence risk (CaR)

Graph showing increases over time

Do risks move together or separately? How does the global portfolio respond to different climate shocks? Can we track changes in total carbon stocks over time?

02 Correlation Analysis (Atlas)

Ticked of list of tasks with magnifying glass hovering over

Should a tonne reverse, what is the cost of obtaining future carbon storage? What is the optimal strategy? Should we cover our risk now, or invest for the future?

03 The Price of Permanence

ABOUT US

We are building an open measure & risk framework that benefits from shared insight, critique and contribution.