
Knowledge Brief: Rethinking Value Chain Upgrading and Value Capture in Mineral-Rich Countries
Using product and economic complexity analysis of the copper value chain, this knowledge brief shows that most low- and middle-income countries lack the productive capabilities to participate beyond extraction and processing — and that even where value is added, multinational ownership structures and unfavourable governance conditions mean mineral-rich countries often fail to capture the resulting economic benefits.
Authors: Gretel Cuevas Verdin, Baptiste Andrieu, Jonathan Cullen.

Knowledge Brief: Strengthening Future UK Raw Material Criticality Assessments
The UK’s current indicator-based criticality assessment is a useful screening tool but cannot identify specific disruption scenarios or quantify economic consequences. This knowledge brief recommends a phased transition toward simulation-based assessment while improving existing screening methods in parallel, with predictive modelling of disruption likelihood as the key bridge between the two approaches.
Authors: Benjamin Adams, Baptiste Andrieu, Gretel Cuevas Verdin, Jonathan Cullen, André Cabrera Serrenho.

Knowledge Brief: Strengthening Critical Mineral Supply Chain Resilience through Multi-Scale Geospatial Monitoring
This brief presents a novel multi-scale geospatial framework — combining satellite mine monitoring, spatial ESG indicators, transport network modelling, and displacement data — to identify and validate supply chain vulnerabilities, demonstrated through case studies in Zambia and the Malawi–Zimbabwe–Mozambique transport corridor.
Authors: Alexey Noskov, Gretel Cuevas Verdin, Jonathan Cullen, André Cabrera Serrenho.

Policy Brief: Securing the UK Lithium Supply: If supply is constrained, can basic needs be met?
With UK lithium demand projected to rise over 1,000% by 2035 and no commercially operating domestic mines, this brief calls for a ‘plus one’ industrial policy to ensure at least one UK-based producer at each stage of the battery supply chain, alongside mandatory industry reporting and open stock–flow models to track lithium flows and support recycling.
Authors: Philip Mitchell, Gretel Cuevas Verdin, Sam Stephenson, Jonathan Cullen, André Cabrera Serrenho.

Policy Brief: Strengthening ESG Integration into Critical Mineral Supply Chains in Zambia: Lessons for Low- and Middle Income Countries
Drawing on Zambia’s mining governance framework, this policy brief argues that the country’s central ESG challenge is not a legislative vacuum but a law–practice gap, where existing environmental, social, and governance obligations remain weakly embedded in licensing, monitoring, and enforcement — and recommends reforms to make ESG requirements binding conditions of project approval and licence renewal.
Authors: Mehrnoosh Heydari, Gretel Cuevas Verdin, Jonathan Cullen, André Cabrera Serrenho.

Policy Brief: Critical Minerals in the UK: Insights from the Analysis of 10 Net Zero Pathways
This policy brief examines critical mineral demand across 10 UK net zero pathways, finding that while 2035 recycling targets are unlikely to be met, by 2050 domestic recycling of end-of-life clean energy technologies could supply the majority of UK demand for cobalt, graphite, and lithium — provided investment in battery recycling infrastructure begins now.
Authors: Sam Stephenson, Jonathan Cullen, André Cabrera Serrenho.

CCG Policy Briefs
We have recently released 3 Policy Briefs and 3 Knowledge Briefs for the Climate Compatible Growth project.
Policy Briefs:
- Critical Minerals in the UK: Insights from the Analysis of 10 Net Zero Pathways
- Strengthening ESG Integration into Critical Mineral Supply Chains in Zambia: Lessons for Low- and Middle Income Countries
- Securing the UK Lithium Supply: If supply is Constrained, can basic needs be met?
Knowledge Briefs:

CCG Critical Mineral Reports
The Refficiency team have recently released 3 Critical Mineral reports for the Climate Compatible Growth project.

Climate Compatible Growth dashboards
The Climate Compatible Growth team in the Resource Efficiency Collective have produced three Critical Minerals dashboards:

Low Carbon Concrete Technologies
Decarbonisation of the cement industry is necessary under the UK’s Sixth Carbon Budget by 2040. This project uses existing literature to map the range of LCCTs across the cement and cementitious product lifecycle and quantify their upper bound potential emissions savings, compared to an OPC (Ordinary Portland Cement) baseline, and possible carbon savings if fully deployed in the UK cement and concrete industry.

Plastics in the UK
This report tackles this data problem by mapping plastic flows through UK society, collating data from disparate sources on the production, use, disposal and recovery of plastics. With the resulting map of UK plastic flows, we can understand the latest trends in plastics use and identify opportunities for reducing the impacts of plastics in the future.

Mat-dp
We have made an open-source python model called Mat-dp (Material Demand Projections). We have packaged Mat-dp and published it on PyPi so users may install it and use it in their own projects.
MAT-dp is used to calculate the amounts and types of materials needed for building any system or resource transformation including those found along supply chains- and we have particularly applied it to study the materials needed for building low-carbon systems. The analysis of materials used allows for users to also estimate the associated environmental implications.
The release of Mat-dp so far consists of a a linear programming library called mat-dp-core which includes the classes of each element and their mathematical operations for obtaining results. Mat-dp-core is tailored to the needs of research around material demand for low-carbon systems, helping technically proficient users to explore scenarios and systems. Mat-dp-core lets users evaluate and optimise the environmental effects of a given set of resources that are fed into one or more process(es).
Instructions on how to use and install mat-dp-core can be found on the PyPi entry or in the Github repository. There is also good documentation available to guide users.
A journal entry for the Journal of Open Source Software is currently under review. Once it is published, we will share the paper and users of the model can cite the paper whenever they use Mat-dp.

Exergy Calculator
We have created an exergy calculator which returns values of chemical exergy for a wide range of materials. The database of exergy values, includes all known published literature values for substances and calculates additional values based on published compositions of more complex materials. Where values differ, a range is given, along with the specific referenced values, to allow the user to choose the most appropriate value.

Global GHG Emissions: from Fuel to Final Service.
Governments use national greenhouse gas (GHG) inventories to quantify the impact of mitigation options at the sectoral level and to scrutinize emissions reduction plans. The use of an integrated systems approach to global GHG emissions reveals the true impacts of human activity and provides a useful framework to critically assess plans for greenhouse gas mitigation. Working with the Leonardo Di Caprio foundation this project aimed to create an interactive Sankey diagram mapping global GHG emissions in 2014 from fuel to final service.

Guides to...
Explore our guides to understanding commonly used terms and phrases within engineering, sustainability, and resource efficiency.










