{"accessLevel": "public", "bureauCode": ["020:00"], "contactPoint": {"fn": "Roy Martin", "hasEmail": "mailto:martin.roy@epa.gov"}, "describedBy": "https://pasteur.epa.gov/uploads/10.23719/1407576/documents/EFLMR_cooc_data_dictionary_Final.xlsx", "describedByType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "description": "Files included are original data inputs on stream fishes (fish_data_OEPA_2012.csv), water chemistry (OEPA_WATER_2012.csv), geographic data (NHD_Plus_StreamCat); modeling files for generating predictions from the original data, including the R code (MVP_R_Final.txt) and Stan code (MV_Probit_Stan_Final.txt); and the model output file containing predictions for all NHDPlus catchments in the East Fork Little Miami River watershed (MVP_EFLMR_cooc_Final). \n\nThis dataset is associated with the following publication:\nMartin, R., E. Waits, and C. Nietch. Empirically-based modeling and mapping to consider the co-occurrence of ecological receptors and stressors.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 613(614): 1228-1239, (2018).", "distribution": [{"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1407576/MVP_EFLMR_cooc_Final.txt", "mediaType": "text/plain", "title": "MVP_EFLMR_cooc_Final.txt"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1407576/MVP_R_Final.txt", "mediaType": "text/plain", "title": "MVP_R_Final.txt"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1407576/MV_Probit_Stan_Final.txt", "mediaType": "text/plain", "title": "MV_Probit_Stan_Final.txt"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1407576/NHD_Plus_StreamCat.csv", "mediaType": "application/vnd.ms-excel", "title": "NHD_Plus_StreamCat.csv"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1407576/OEPA_WATER_2012.csv", "mediaType": "application/vnd.ms-excel", "title": "OEPA_WATER_2012.csv"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1407576/fish_data_OEPA_2012.csv", "mediaType": "application/vnd.ms-excel", "title": "fish_data_OEPA_2012.csv"}], "identifier": "https://doi.org/10.23719/1407576", "keyword": ["Bayesian statistics", "Co-occurrence model", "Co-occurrence model predictions", "East Fork Little Miami River watershed data", "Fish community bioassessment data", "R code", "Stan code", "Water chemistry bioassessment data", "co-occurrence models", "ecological exposure assessment", "ecological risk mapping"], "license": "https://pasteur.epa.gov/license/sciencehub-license.html", "modified": "2017-07-13", "programCode": ["020:095"], "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.2017.08.301"], "rights": null, "title": "Data and code files for co-occurrence modeling project"}