Preprints
https://doi.org/10.5194/egusphere-2026-2348
https://doi.org/10.5194/egusphere-2026-2348
10 Jun 2026
 | 10 Jun 2026
Status: this preprint is open for discussion and under review for Geoscientific Model Development (GMD).

IMAGE-materials 3.5.1.0: Dynamic material flow modelling in the IMAGE Integrated Assessment Model

Anke Frederike Arp, Luja von Köckritz, Judith Tettenborn, Marianne Zanon Zotin, Martijn van Engelenburg, Roel Brouwer, Sebastiaan Deetman, Vassilis Daioglou, Oreane Y. Edelenbosch, Raoul Schram, Maarten van den Berg, and Detlef P. van Vuuren

Abstract. We present the IMAGE-materials model, a stock-driven dynamic material flow analysis model, part of the IMAGE integrated assessment model (IAM) framework. y combining modelling principles from the IAM and Industrial Ecology (IE) communities, the model quantifies material inflows, stocks, and outflows affected by climate and resource policy scenarios.

IMAGE-materials is a recursive yearly simulation model that projects global material demand until 2100 for 26 world regions on a sectoral level for a wide variety of bulk and critical materials. The model includes buildings, vehicles, electricity, rail & road infrastructure, and a residual sector capturing the remaining demand, including different types and modes (e.g., housing types and transport modes). It is written using a modular, object-oriented Python architecture, enabling the easy addition of new sectors and data. Key assumptions include product lifetimes, material intensities, and technology mixes.

The model is driven by service demand scenarios produced by the IMAGE framework, based on socio-economic and climate policy assumptions. IMAGE-materials can flexibly simulate the adoption of numerous circular economy measures, such as service demand reductions, lifetime extension, lightweighting, and recycling. Therefore, IMAGE-materials enables scientists and policymakers to explore mitigation pathways with a detailed additional dimension of material flows. It can thus assess the synergies and trade-offs between climate and circularity policies by explicitly accounting for their material implications. As such, IMAGE-materials integrates the fields of IAMs and IE, building on the strengths of each.

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Anke Frederike Arp, Luja von Köckritz, Judith Tettenborn, Marianne Zanon Zotin, Martijn van Engelenburg, Roel Brouwer, Sebastiaan Deetman, Vassilis Daioglou, Oreane Y. Edelenbosch, Raoul Schram, Maarten van den Berg, and Detlef P. van Vuuren

Status: open (until 05 Aug 2026)

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Anke Frederike Arp, Luja von Köckritz, Judith Tettenborn, Marianne Zanon Zotin, Martijn van Engelenburg, Roel Brouwer, Sebastiaan Deetman, Vassilis Daioglou, Oreane Y. Edelenbosch, Raoul Schram, Maarten van den Berg, and Detlef P. van Vuuren

Model code and software

IMAGE-materials 3.5.1.0 Luja von Köckritz, Frederike Arp, Raoul Schram, Judith Tettenborn, Marianne Zanon-Zotin, Roel Brouwer, Sebastiaan Deetman, Christina Staiger, Martijn van Engelenburg, Parisa Zahedi https://doi.org/10.5281/zenodo.19708090

Anke Frederike Arp, Luja von Köckritz, Judith Tettenborn, Marianne Zanon Zotin, Martijn van Engelenburg, Roel Brouwer, Sebastiaan Deetman, Vassilis Daioglou, Oreane Y. Edelenbosch, Raoul Schram, Maarten van den Berg, and Detlef P. van Vuuren
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Latest update: 10 Jun 2026
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Short summary
Materials such as steel, aluminum, and copper are part of everyone’s daily life. Living spaces, transport, and electricity distribution all require materials to function. That is why the IMAGE-materials models calculates how much material is required to fulfill people’s needs over time. The model shows this globally split into 26 regions from 1971 until 2100. This allows analyzing how, for example, the reuse of materials, and how that interacts with energy demand and CO2 emissions.
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