{"accessLevel": "public", "bureauCode": ["020:00"], "contactPoint": {"fn": "Nathan Smucker", "hasEmail": "mailto:smucker.nathan@epa.gov"}, "description": "Raw data associated with this research. \n\nThis dataset is associated with the following publication:\nYuan, L., R. Mitchell, E. Pilgrim, and N. Smucker. Inferences based on diatom compositions improve estimates of nutrient concentrations in streams.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 952: 176032, (2024).", "distribution": [{"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1531006/Diatom%20inference%20manuscript%20Diatom%20ASV%20Data.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "Diatom inference manuscript Diatom ASV Data.xlsx"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1531006/Diatom%20inference%20manuscript%20Environmental%20Data.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "Diatom inference manuscript Environmental Data.xlsx"}], "identifier": "https://doi.org/10.23719/1531006", "keyword": ["DNA metabarcoding", "bioassessment", "diatoms", "indicators", "nitrogen", "nutrients", "phosphorus", "rivers", "streams"], "license": "https://pasteur.epa.gov/license/sciencehub-license.html", "modified": "2024-05-17", "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.scitotenv.2024.176032"], "rights": null, "title": "Diatom and Environmental Data"}