Conveners
W4 - Uncertainty & Sensitivity
- Mélanie Douziech (Agroscope)
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Dr Christhel Andrade Díaz (1 Toulouse Biotechnology Institute (TBI), INSA, INRAE UMR792, and CNRS UMR5504, Federal University of Toulouse, 135 Avenue de Rangueil, F-31077, Toulouse, France. 2 Laboratory for Agroecosystem Functioning and Climate Change FAGROCLIM, Department of Chemical, Processes, Food and Biotechnology, Faculty of Engineering and Applied Sciences. Universidad Técnica de Manabí (UTM), 130105 Portoviejo, Ecuador)23/09/2026, 15:15Application and Case StudiesPresentation (slides)
Land-based carbon sequestration strategies require linking soil carbon dynamics with supply chain responses, accounting for land-use effects and biomass valorization. This work develops a parametric modelling workflow in Brightway 2.5 for consequential LCA of soil carbon sequestration strategies (SCS) in French croplands. Life cycle inventories integrate soil organic carbon (SOC) trajectories...
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Jonathan Larochelle (Institute for Energy Efficient Mobility (IEEM), Karlsruhe University of Applied Sciences)23/09/2026, 15:25Open Tools and DevelopmentPresentation (with notebook)
A Python Package for the Simultaneous Global Sensitivity Analysis of Foreground and Background Parameters in Life Cycle Assessment
Highlights/Discussion Points
- Existing Python packages can perform global sensitivity analysis (GSA) of foreground or background parameters, but not both at once.
- We propose a package based on Python and Brightway that simultaneously performs GSA on...
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Xavier Tanguay23/09/2026, 15:40Open Tools and DevelopmentPresentation (with notebook)
Highlights
- A coupling framework featuring a dual presampling strategy paired with a preaggregation step is developed to efficiently combine stochastic inputs with background stochasticity in LCA.
- The pelicun_2_brightway2 library is introduced to bridge pelicun and brightway2, open-source tools to perform asset performance assessment for the built environment and LCA, respectively....
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Arthur Jakobs (PSI)23/09/2026, 15:55Application and Case StudiesPresentation (with notebook)
Highlights/Discussion Points:
- Introduction of the problem
- How to go about assessing this issue with BW
- Results: Uncertainty due to price variance in economic allocation. Comparison to other sources of uncertainty in LCA.Concise Description
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Economic allocation is widely used in life cycle assessment (LCA) to distribute inputs and emissions among co-products, yet it... -
Seidpooyan Ghafoori (Aalborg University)Application and Case StudiesPresentation (with notebook)
This contribution presents an open-source Python workflow for variance-based global sensitivity analysis of upcycling life cycle assessment inventories, built on Brightway2 and the SALib library. The workflow enables practitioners to identify which foreground parameters drive result variability before committing to a full comparative study, addressing a common but under-supported step in LCA...
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