Surface water and bottom sediment chemical data and landscape variable input datasets for predicting the occurrence of chemicals of emerging concern in 25 U.S. river basins in the Great Lakes basin

This data release includes concentrations of contaminants of emerging concern (CEC), by chemical class, for sites sampled within 25 river basins in the U.S. portion of the Great Lakes basin and associated watershed characteristics. The CEC data include concentrations in surface water and sediment samples that were collected during 2010-2014. During the first 3 years, sample sites near mostly urban areas were chosen. The last two years of study focused on other point sources and few nominal reference sites. Water and sediment samples were analyzed for a diverse suite of CECs including, but not limited to, pharmaceuticals, industrial chemicals, flame retardants, pesticides, fragrances, and plasticizers. Statistical models were developed to define the relationships between watershed characteristics within a river basin and the occurrence of specific CEC classes using boosted regression tree models.

Data and Resources

Field Value
accessLevel public
bureauCode {010:12}
catalog_@context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
catalog_describedBy https://project-open-data.cio.gov/v1.1/schema/catalog.json
identifier USGS:5a833fcfe4b00f54eb3297ee
metadata_type geospatial
modified 20200827
old-spatial -92.746582031141, 39.774433213151, -73.322753906913, 47.398053035595
publisher U.S. Geological Survey
publisher_hierarchy Department of the Interior > U.S. Geological Survey
resource-type Dataset
source_datajson_identifier true
source_hash 82fae6f121ebbee158088cdad5b9b6068589c488
source_schema_version 1.1
spatial {"type": "Polygon", "coordinates": [[[-92.746582031141, 39.774433213151], [-92.746582031141, 47.398053035595], [ -73.322753906913, 47.398053035595], [ -73.322753906913, 39.774433213151], [-92.746582031141, 39.774433213151]]]}
theme {geospatial}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • amerigeo
  • amerigeoss
  • boosted-regression-tree
  • ckan
  • freshwater
  • geo
  • geoss
  • great-lakes
  • illinois
  • michigan
  • minnesota
  • national
  • newyork
  • non-point-source-pollution
  • north-america
  • ohio
  • pesticide-and-herbicide-contamination
  • pharmaceutical-contamination
  • sediment
  • surface-water
  • united-states
  • usgs-5a833fcfe4b00f54eb3297ee
  • water-resources
  • wisconsin
isopen False
license_id notspecified
license_title License not specified
maintainer Sarah M Elliott
maintainer_email selliott@usgs.gov
metadata_created 2025-11-21T11:27:44.588712
metadata_modified 2025-11-21T11:27:44.588716
notes This data release includes concentrations of contaminants of emerging concern (CEC), by chemical class, for sites sampled within 25 river basins in the U.S. portion of the Great Lakes basin and associated watershed characteristics. The CEC data include concentrations in surface water and sediment samples that were collected during 2010-2014. During the first 3 years, sample sites near mostly urban areas were chosen. The last two years of study focused on other point sources and few nominal reference sites. Water and sediment samples were analyzed for a diverse suite of CECs including, but not limited to, pharmaceuticals, industrial chemicals, flame retardants, pesticides, fragrances, and plasticizers. Statistical models were developed to define the relationships between watershed characteristics within a river basin and the occurrence of specific CEC classes using boosted regression tree models.
num_resources 2
num_tags 24
title Surface water and bottom sediment chemical data and landscape variable input datasets for predicting the occurrence of chemicals of emerging concern in 25 U.S. river basins in the Great Lakes basin