Using Geospatial Data and Random Forest To Predict PFAS Contamination in Fish Tissue in the Columbia River Basin, United States
Publicly available data about potential PFAS sources and PFAS measurements in fish tissue.
This dataset is associated with the following publication:
DeLuca, N., A. Mullikin, P. Brumm, A. Rappold, and E. Hubal. Using Geospatial Data and Random Forest To Predict PFAS Contamination in Fish Tissue in the Columbia River Basin, United States. ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 57: 14024-14035, (2023).
Complete Metadata
| accessLevel | public |
|---|---|
| bureauCode |
[
"020:00"
]
|
| contactPoint |
{
"fn": "Nicole Deluca",
"hasEmail": "mailto:deluca.nikki@epa.gov"
}
|
| description | Publicly available data about potential PFAS sources and PFAS measurements in fish tissue. This dataset is associated with the following publication: DeLuca, N., A. Mullikin, P. Brumm, A. Rappold, and E. Hubal. Using Geospatial Data and Random Forest To Predict PFAS Contamination in Fish Tissue in the Columbia River Basin, United States. ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 57: 14024-14035, (2023). |
| distribution |
[
{
"title": "https://echo.epa.gov/trends/pfas-tools",
"accessURL": "https://echo.epa.gov/trends/pfas-tools"
},
{
"title": "https://ecology.wa.gov/Research-Data/Data-resources/Environmental-Information-Management-database",
"accessURL": "https://ecology.wa.gov/Research-Data/Data-resources/Environmental-Information-Management-database"
}
]
|
| identifier | https://doi.org/10.23719/1529825 |
| keyword |
[
"Columbia River Basin",
"PFAS",
"exposure",
"fish"
]
|
| license | https://pasteur.epa.gov/license/sciencehub-license-non-epa-generated.html |
| modified | 2023-04-30 |
| 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/10.1021/acs.est.3c03670",
"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515492"
]
|
| rights |
null
|
| title | Using Geospatial Data and Random Forest To Predict PFAS Contamination in Fish Tissue in the Columbia River Basin, United States |
