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DOE OSTI · 2587134

Decision Tree for Variable Selection vs. Impact on Durability for Biomass and Biochar Burial Pathways [Slides]

Aui, Alvina [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]·Yuan, Mengyao [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]·Li, Wenqin [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]·Mayer, Allegra [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)]·Ware, Anne [National Renewable Energy Laboratory (NREL), Golden, CO (United States)]
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Abstract

Quantifying durability for lower-TRL BiCRS pathways has been challenging as limited data are available from real-world projects and long-term experiments, resulting in an overall lack of scientific consensus. We develop a decision tree that aims to summarize the current scientific understanding and state-of-the-art project experience. The decision tree can be used to (1) guide the selection of key variables and evaluate their relative impact on durability, (2) identify data and knowledge gaps for future research.

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Aui, Alvina [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Yuan, Mengyao [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Li, Wenqin [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Mayer, Allegra [Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)], Ware, Anne [National Renewable Energy Laboratory (NREL), Golden, CO (United States)]. 2025-09-03. Decision Tree for Variable Selection vs. Impact on Durability for Biomass and Biochar Burial Pathways [Slides]. https://doi.org/10.2172/2587134

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