{"accessLevel": "public", "bureauCode": ["020:00"], "contactPoint": {"fn": "Sylvia Lee", "hasEmail": "mailto:lee.sylvia@epa.gov"}, "describedBy": "https://pasteur.epa.gov/uploads/10.23719/1528127/documents/Carlisle%20et%20al.%202022%20web-based%20tool%20benthic%20diatom%20MMI%20data%20dictionary.docx", "describedByType": "application/vnd.openxmlformats-officedocument.wordprocessingml.document", "description": "R code and data files used to identify diatom metrics that are robust to taxonomic inconsistency. The R code run a goodness of fit analysis to determine how much variation is explained by analyst in a diatom dataset that has been harmonized for taxonomic consistency compared to the original raw dataset. \n\nThis dataset is associated with the following publication:\nCarlisle, D., S. Spaulding, M. Tyree, N. Schulte, S. Lee, R. Mitchell, and A. Pollard. A web-based tool for assessing the condition of benthic diatom assemblages in streams and rivers of the conterminous United States manuscript.   ECOLOGICAL INDICATORS. Elsevier Science Ltd, New York, NY, USA, 135: 1-13, (2022).", "distribution": [{"accessURL": "https://www.sciencebase.gov/catalog/item/61d71ea5d34ed79294004fda", "title": "https://www.sciencebase.gov/catalog/item/61d71ea5d34ed79294004fda"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1528127/Carlisle%20et%20al.%20analyst%20goodness%20of%20fit%2020221025.zip", "mediaType": "application/x-zip-compressed", "title": "Carlisle et al. analyst goodness of fit 20221025.zip"}], "identifier": "https://doi.org/10.23719/1528127", "keyword": ["biological condition", "diatoms", "multi-metric index", "rivers", "streams"], "license": "https://pasteur.epa.gov/license/sciencehub-license.html", "modified": "2022-10-25", "programCode": ["020:000"], "publisher": {"name": "U.S. EPA Office of Research and Development (ORD)", "subOrganizationOf": {"name": "U.S. Environmental Protection Agency", "subOrganizationOf": {"name": "U.S. Government"}}}, "references": ["https://doi.org/10.1016/j.ecolind.2021.108513", "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9533916"], "rights": null, "title": "Metadata for Carlisle et al. A Web-Based Tool for Assessing the Condition of Benthic Diatom Assemblages in Streams and Rivers of the Conterminous United States"}