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    • Scenario and sensitivity analysis of U.S. soybean oil biodiesel production within the GLOBIOM model

    Metadata Updated: July 4, 2025

    This dataset provides the scenario output data assessed in the following publication:

    Understanding Uncertainty in Market-Mediated Responses to US Oilseed Biodiesel Demand: Sensitivity of ILUC Emission Estimates to GLOBIOM Parametric Uncertainty Neus Escobar, Hugo Valin, Stefan Frank, Diana Galperin, Christopher M. Wade, Leopold Ringwald, Daniel Tanner, Niklas Hinkel, Petr Havlík, Justin S. Baker, Sharyn Lie, and Christopher Ramig Environmental Science & Technology 2025 59 (1), 302-314 DOI: 10.1021/acs.est.3c09944

    Data included consist of 1. outputs for a central baseline scenario and policy shock which mandates an additional 1 billion gallons of soybean oil biodiesel consumption within the USA 2. calculated scenario differences for each trial under a one-at-a-time sensitivity analysis 3. calculated scenario differences for each trial under a Monte-carlo sensitivity analysis 4. calculated results from a Bayesian Additive Regression Trees (BART) analysis. Citation information for this dataset can be found in Data.gov's References section.

    Access & Use Information

    Public: This dataset is intended for public access and use. License: See this page for license information.

    Downloads & Resources

    References

    https://doi.org/10.1021/acs.est.3c09944
    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11741104

    Dates

    Metadata Created Date July 4, 2025
    Metadata Updated Date July 4, 2025

    Metadata Source

    Harvested from EPA ScienceHub

    Other Data Resources

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date July 4, 2025
    Metadata Updated Date July 4, 2025
    Publisher U.S. Environmental Protection Agency
    Maintainer
    Identifier https://doi.org/10.23719/1532395
    Data Last Modified 2024-12-02
    Public Access Level public
    Bureau Code 020:00
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Harvest Object Id 0c97b3d3-4e71-459a-b7a0-cbb7aa353ff7
    Harvest Source Id 04b59eaf-ae53-4066-93db-80f2ed0df446
    Harvest Source Title EPA ScienceHub
    License https://pasteur.epa.gov/license/sciencehub-license.html
    Program Code 020:000
    Publisher Hierarchy U.S. Government > U.S. Environmental Protection Agency
    Related Documents https://doi.org/10.1021/acs.est.3c09944, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11741104
    Source Datajson Identifier True
    Source Hash e6e88e235e55d2e53bf9a908808b2b48135753fb10d171309a4fe47e2ff39d53
    Source Schema Version 1.1

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