{"accessLevel": "public", "bureauCode": ["010:12"], "contactPoint": {"@type": "vcard:Contact", "fn": "Kristin L. Jaeger", "hasEmail": "mailto:kjaeger@usgs.gov"}, "description": "This data release contains spatially gridded geospatial data (rasters), R scripts, and supporting files to run Random Forest models to predict the probability of late summer surface flow in Mt. Rainier and surrounding area in Washington State for 2018\u201320. Gridded geospatial data that describes the physical conditions of Mt. Rainier National Park and surrounding area are used to refine the existing PRObability of Streamflow PERmanence (PROSPER) model (Jaeger and others, 2019). All data processing and analysis were scripted with R (version 4.0.4;  https://www.r-project.org/) and was executed from the RStudio GUI (version 1.4.1103; https://www.rstudio.com/). R scripts to prepare the geospatial data, develop random forest models, and provide predictions are contained within \u201cMORA_Source_Code.zip\u201d. Geospatial data and supporting files used in these scripts are contained within \"MORA_Model_Inputs.zip\". Predictions and a suitability grid are contained within \"MORA_Model_Outputs.zip.\"\nJaeger K, Sando R, McShane R, Dunham J, Hockman-Wert D, Kaiser K, Hafen K, Risley J, Blasch K. 2019. Probability of Streamflow Permanence Model (PROSPER): A spatially continuous model of annual streamflow permanence throughout the Pacific Northwest. Journal of Hydrology X, 2: 100005.\nFirst posted - 2022-05-13\nRevision posted - xxxxxxx\nChanges in Version 2.0\nThis dataset includes changes to the following files\n1)\tMORA_Model_Inputs that include replacement of monthly climatic FCPGs with seven-month summary of climatic FCPGs, \n2)\tMORA_Source_Code to account for these changed model inputs, and additional covariate correlation analysis, and\n3)\tMORA_Model_Outputs include all new probability prediction rasters from the revised model.", "distribution": [{"@type": "dcat:Distribution", "accessURL": "https://doi.org/10.5066/P942QL23", "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.636a7154d34ed907bf6a6876.xml", "format": "XML", "mediaType": "text/xml", "title": "Original Metadata"}], "identifier": "http://datainventory.doi.gov/id/dataset/USGS_636a7154d34ed907bf6a6876", "keyword": ["Mount Rainier National Park", "Pacific Northwest", "USGS:636a7154d34ed907bf6a6876", "Washington", "climatologyMeteorologyAtmosphere", "elevation", "environment", "geoscientificInformation", "inlandWaters", "streamflow"], "modified": "2023-01-24T00:00:00Z", "publisher": {"@type": "org:Organization", "name": "U.S. Geological Survey"}, "spatial": "-122.8696, 46.0262, -120.4271, 47.5643", "theme": ["geospatial"], "title": "Streamflow permanence modeling in Mt. Rainier National Park and surrounding area, Washington, 2018-2020"}