{"accessLevel": "public", "bureauCode": ["010:12"], "contactPoint": {"@type": "vcard:Contact", "fn": "Anthony J. Tesoriero", "hasEmail": "mailto:tesorier@usgs.gov"}, "description": "This USGS data release contains 1-kilometer resolution source-layer rasters used to predict redox conditions and contaminant concentrations in groundwater in the Fox-Wolf-Peshtigo watershed in Wisconsin and Michigan using random forest classification. The model output layers are 1-kilometer resolution rasters of the predicted probability of elevated concentrations of nitrate, iron, and arsenic. \nThis data release supports the following publication: \nTesoriero, A.J., Gronberg, J.M., Juckem, P.F., Miller, M.P., and Austin, B.P., 2017, Predicting redox-sensitive contaminant concentrations in groundwater using random forest classification: Water Resources Research, v. 53, https://doi.org/10.1002/2016WR020197.", "distribution": [{"@type": "dcat:Distribution", "accessURL": "https://doi.org/10.5066/F7TD9VM1", "description": "Landing page for access to the data", "format": "XML", "mediaType": "application/http", "title": "Digital Data"}, {"@type": "dcat:Distribution", "description": "The metadata original format", "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.58d04120e4b0236b68f53541.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata"}], "identifier": "http://datainventory.doi.gov/id/dataset/USGS_58d04120e4b0236b68f53541", "keyword": ["Fox-Wolf-Peshtigo watershed", "Michigan", "USGS:58d04120e4b0236b68f53541", "Wisconsin", "arsenic", "drinking water quality", "groundwater", "groundwater quality", "iron", "nitrate", "random forest classification", "redox"], "modified": "2022-09-08T00:00:00Z", "publisher": {"@type": "org:Organization", "name": "U.S. Geological Survey"}, "spatial": "-90.161789363, 43.322156952, -87.373751038, 45.965315855", "theme": ["geospatial"], "title": "Source and model output layers used for the prediction and display of the probability of elevated concentrations of redox-sensitive constituents in groundwater in the Fox-Wolf-Peshtigo watershed in Wisconsin and Michigan"}