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    • Lake Erie HABs Modeling Dataset

    Metadata Updated: June 25, 2023

    The dataset include hydroclimate and ambient environmental as the input data and Cyanobacterial HABs Index (CI) calculated from satellite imageries as the output data altogether used to train and validate three data-driven (machine learning) models and their Ensemble Average (AE) to predict HABs cell count in southwest Lake Erie. The data also include HABs volumetric and areal concentrations obtained from literature and used in conjunction with the CI calculated from satellite data to develop statistical regression models for use to convert model predicted CI values (cell counts) to volumetric/areal concentrations of HABs.

    Access & Use Information

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

    Downloads & Resources

    Dates

    Metadata Created Date June 25, 2023
    Metadata Updated Date June 25, 2023

    Metadata Source

    Harvested from EPA ScienceHub

    Other Data Resources

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date June 25, 2023
    Metadata Updated Date June 25, 2023
    Publisher U.S. EPA Office of Research and Development (ORD)
    Maintainer
    Identifier https://doi.org/10.23719/1528991
    Data Last Modified 2022-10-15
    Public Access Level public
    Bureau Code 020:00
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Harvest Object Id 90e30d99-cc16-426a-8174-f385dae8268f
    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 > U.S. EPA Office of Research and Development (ORD)
    Source Datajson Identifier True
    Source Hash 97930060a0bc0e1fdb402ba1af775dc3d69ab68a
    Source Schema Version 1.1

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