title: Towards a dynamic assessment of raw materials criticality: linking agent-based demand--with material flow supply modelling approaches.
abstract: Emerging technologies such as information and communication-, photovoltaic- or battery technologies are expected to increase significantly the demand for scarce metals in the near future. The recently developed methods to evaluate the criticality of mineral raw materials typically provide a 'snapshot' of the criticality of a certain material at one point in time by using static indicators both for supply risk and for the impacts of supply restrictions. While allowing for insights into the mechanisms behind the criticality of raw materials, these methods cannot account for dynamic changes in products and/or activities over time. In this paper we propose a conceptual framework intended to overcome these limitations by including the dynamic interactions between different possible demand and supply configurations. The framework integrates an agent-based behaviour model, where demand emerges from individual agent decisions and interaction, into a dynamic material flow model, representing the materials' stocks and flows. Within the framework, the environmental implications of substitution decisions are evaluated by applying life-cycle assessment methodology. The approach makes a first step towards a dynamic criticality assessment and will enhance the understanding of industrial substitution decisions and environmental implications related to critical metals. We discuss the potential and limitation of such an approach in contrast to state-of-the-art methods and how it might lead to criticality assessments tailored to the specific circumstances of single industrial sectors or individual companies.
authors: Sustainability Research Institute, School of Earth & Environment, University of Leeds, LS5 9JT Leeds, UK. c.knoeri@leeds.ac.uk
authors: Christof
authors: C
authors: Knoeri
authors: Patrick A
authors: PA
authors: Wäger
authors: Anna
authors: A
authors: Stamp
authors: Hans-Joerg
authors: HJ
authors: Althaus
authors: Marcel
authors: M
authors: Weil
mesh_terms: D003247:Conservation of Natural Resources / Q000191:economics* / Q000379:methods*; D004777:Environment; D007221:Industry / Q000191:economics* / Q000379:methods / Q000639:trends*; D008674:Metals, Rare Earth / Q000737:chemistry / Q000600:supply & distribution*; D018803:Models, Economic
chemical_list: D008674:Metals, Rare Earth
keywords: Agent-based modelling; Conceptual framework; Criticality assessment; Life-cycle assessment; Material flow analysis; Scarce metals