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    • Amphibian SDM and Crop Frequency Hot Spot Analysis Source Data

    Metadata Updated: September 26, 2025

    Links provide access to the following input datasets: - Current range data/shapefiles can be accessed using the IUCN Red List website. Search the species of interest to download the available data. - Species observation data from iNaturalist and GBIF. Search the species of interest to download the available data. - GTOPO30 elevation data from USGS. Use Entity ID GT30W100N40 and GT30W100N90 to access elevation data or the eastern US. - WorldClim baseline and future climate projections. - Conterminous United States Land Cover Projections for 1992 to 2100 from USGS. - 2023 Crop Frequency Layer for US from USDA. Identifies crop specific planting frequency using land cover information from 2008-2023. - Watershed Boundary Dataset (WBD) for US from USGS

    Metadata for each dataset is provided by each data source.

    This dataset is associated with the following publication: Reimer, J., J. Bousquin, and J. Awkerman. Amphibian species vulnerability to agricultural pressure resulting from changing climate suitability in the southeastern US. Integrated Environmental Assessment and Management. Allen Press, Inc., Lawrence, KS, USA, vjaf109, (2025).

    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/10.1093/inteam/vjaf109
    https://pasteur.epa.gov/uploads/10.23719/1532043/documents/SDM_biomod2_Scripts_20250318.zip
    https://pasteur.epa.gov/uploads/10.23719/1532043/documents/Crop_HSA_PythonScripts_20250513.zip

    Dates

    Metadata Created Date September 26, 2025
    Metadata Updated Date September 26, 2025

    Metadata Source

    Harvested from EPA ScienceHub

    Other Data Resources

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date September 26, 2025
    Metadata Updated Date September 26, 2025
    Publisher U.S. EPA Office of Research and Development (ORD)
    Maintainer
    Identifier https://doi.org/10.23719/1532043
    Data Last Modified 2025-02-28
    Public Access Level public
    Bureau Code 020:00
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Harvest Object Id d0bb6129-a3e1-4ca9-871e-2b33dcd493de
    Harvest Source Id 04b59eaf-ae53-4066-93db-80f2ed0df446
    Harvest Source Title EPA ScienceHub
    License https://pasteur.epa.gov/license/sciencehub-license-non-epa-generated.html
    Program Code 020:000
    Publisher Hierarchy U.S. Government > U.S. Environmental Protection Agency > U.S. EPA Office of Research and Development (ORD)
    Related Documents https://doi.org/10.1093/inteam/vjaf109, https://pasteur.epa.gov/uploads/10.23719/1532043/documents/SDM_biomod2_Scripts_20250318.zip, https://pasteur.epa.gov/uploads/10.23719/1532043/documents/Crop_HSA_PythonScripts_20250513.zip
    Source Datajson Identifier True
    Source Hash 3fff9c1e6f515c1962581ce91add7f719bcc63cb4e5f152f482739739462846d
    Source Schema Version 1.1

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