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).

Data and Resources

Field Value
accessLevel public
bureauCode {020:00}
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
identifier https://doi.org/10.23719/1529825
license https://pasteur.epa.gov/license/sciencehub-license-non-epa-generated.html
modified 2023-04-30
programCode {020:000}
publisher U.S. EPA Office of Research and Development (ORD)
publisher_hierarchy U.S. Government > U.S. Environmental Protection Agency > U.S. EPA Office of Research and Development (ORD)
references {https://doi.org/10.1021/acs.est.3c03670,https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515492}
resource-type Dataset
source_datajson_identifier true
source_hash 22fe744e26827a3a3c37f934de962e0f0ed04c9f481363ec977c2a08b8191b92
source_schema_version 1.1
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • AmeriGEO
  • AmeriGEOSS
  • CKAN
  • GEO
  • GEOSS
  • National
  • North America
  • United States
  • columbia-river-basin
  • exposure
  • fish
  • pfas
isopen False
license_id other-license-specified
license_title other-license-specified
maintainer Nicole Deluca
maintainer_email deluca.nikki@epa.gov
metadata_created 2025-09-23T15:38:00.387109
metadata_modified 2025-09-23T15:38:00.387116
notes 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).
num_resources 2
num_tags 12
title Using Geospatial Data and Random Forest To Predict PFAS Contamination in Fish Tissue in the Columbia River Basin, United States