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Fix citations
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romainsacchi committed Nov 18, 2024
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Expand Up @@ -63,7 +63,7 @@ to include broader environmental impacts like land use, water consumption,
and toxicity, addressing both direct and indirect emissions. However, system-wide
LCA remains challenging due to computational costs and methodological
complexities, such as defining functional units based on IAM outputs and
resolving double-counting issues [@Vandepaer:2020],[@Volkart:2018].
resolving double-counting issues [@Vandepaer:2020; @Volkart:2018].

Several studies characterize energy scenarios with LCA, including
@Gibon:2015, @Rauner:2017 and @Pehl:2017, who quantified ESM or
Expand All @@ -79,7 +79,7 @@ with broader modeling frameworks. For example, the `ODYM-RECC` framework integra
to assess resource efficiency within climate mitigation scenarios, providing insights on
material demand and supply chain impacts [@RECC:2021]. Similarly, the `Mat-dp` tool, when
supplied with suitable input data, can be used to calculate materials needed and estimate
environmental impacts of transition scenarios [@Mat-dp:2022], [@Mat-dp:2024]. However, because
environmental impacts of transition scenarios [@Mat-dp:2022; @Mat-dp:2024]. However, because
these tools depend on exogeneous input data, they are not designed to
systematically consider the time-dependent technology mixes influencing the production system.
This limits their ability to endogenously and dynamically assess evolving environmental impacts
Expand Down Expand Up @@ -154,8 +154,8 @@ This modular approach enhances transparency and traceability, making it easier t
track which system components are modified, ensuring consistency between the scenario outputs and the LCA.

Finally, Global Sensitivity Analysis (GSA) can be performed on the results.
Currently, `pathways` supports the use of the `SALib` library for GSA [@Herman2017],
[@Iwanaga2022], notably the Delta Moment-Independent Measure (DMIM) method [@BORGONOVO2007771], to rank
Currently, `pathways` supports the use of the `SALib` library for GSA [@Herman2017; @Iwanaga2022],
notably the Delta Moment-Independent Measure (DMIM) method [@BORGONOVO2007771], to rank
the influence of the database exchanges on the results.

![`pathways` workflow: from data package to impact assessment.\label{fig:workflow}](assets/workflow_diagram.png)
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