Disentangling the effects of low pH and metal mixture toxicity on macroinvertebrate diversity: data sets

This dataset is comprised of water quality data and benthic macroinvertebrate data collected from basins in Colorado, USA, and Finland. The data includes ancillary water quality characteristics but also a suite of trace metals observed at each site. Also included are modeled outputs that characterize the bioavailability of each trace metal to a biotic ligand. These data were used to explore the importance of metal toxicity and pH as stressors on benthic macroinvertebrates characterized as the number of unique Ephemeroptera + Plecoptera + Trichoptera genera observed at each site. An interpretive summary of the work follows. One of the primary goals of biological assessment of rivers is to identify whether contaminants or other stressors limit the ecological potential of running waters. Quantitative relationships between species richness and environmental gradients are useful to better understand biodiversity patterns. Many studies have focused on the effects of pH and high metals concentration on freshwater macroinvertebrate community but, due to data limitation and the lack of tools, the ecological effects of metals mixture in streams are less studied and still unclear. We address an old question: is it the low pH or the metals that are deleterious for stream ecosystems? With new tools, we can achieve improved understanding of the true importance of the two stressors. Our study quantified the limiting effects of pH and chronic metal toxicity for macroinvertebrate community richness. We verified that current environmental quality standards for metals are protective of aquatic biodiversity and proved that pH has a direct limiting effect on richness and it not acts only via modifying the availability and the toxicity of metals. These questions were applied to a dataset spanning two continents and diversity of geologies and ecosystems providing a broad basis for understanding how physico-chemical conditions limit global freshwater biodiversity.

Data and Resources

Field Value
accessLevel public
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identifier USGS:58754acee4b0a829a325eb2c
metadata_type geospatial
modified 20200826
publisher U.S. Geological Survey
publisher_hierarchy Department of the Interior > U.S. Geological Survey
resource-type Dataset
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theme {geospatial}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • amerigeo
  • amerigeoss
  • benthic-macroinvertebrates
  • bioavailability
  • biota
  • ckan
  • colorado
  • environment
  • europe
  • finland
  • forestry
  • geo
  • geoss
  • inlandwaters
  • metals
  • mining
  • mixtures
  • national
  • north-america
  • ph
  • united-states
  • usgs-58754acee4b0a829a325eb2c
isopen False
license_id notspecified
license_title License not specified
maintainer Travis S Schmidt
maintainer_email tschmidt@usgs.gov
metadata_created 2025-11-22T00:19:37.108752
metadata_modified 2025-11-22T00:19:37.108758
notes This dataset is comprised of water quality data and benthic macroinvertebrate data collected from basins in Colorado, USA, and Finland. The data includes ancillary water quality characteristics but also a suite of trace metals observed at each site. Also included are modeled outputs that characterize the bioavailability of each trace metal to a biotic ligand. These data were used to explore the importance of metal toxicity and pH as stressors on benthic macroinvertebrates characterized as the number of unique Ephemeroptera + Plecoptera + Trichoptera genera observed at each site. An interpretive summary of the work follows. One of the primary goals of biological assessment of rivers is to identify whether contaminants or other stressors limit the ecological potential of running waters. Quantitative relationships between species richness and environmental gradients are useful to better understand biodiversity patterns. Many studies have focused on the effects of pH and high metals concentration on freshwater macroinvertebrate community but, due to data limitation and the lack of tools, the ecological effects of metals mixture in streams are less studied and still unclear. We address an old question: is it the low pH or the metals that are deleterious for stream ecosystems? With new tools, we can achieve improved understanding of the true importance of the two stressors. Our study quantified the limiting effects of pH and chronic metal toxicity for macroinvertebrate community richness. We verified that current environmental quality standards for metals are protective of aquatic biodiversity and proved that pH has a direct limiting effect on richness and it not acts only via modifying the availability and the toxicity of metals. These questions were applied to a dataset spanning two continents and diversity of geologies and ecosystems providing a broad basis for understanding how physico-chemical conditions limit global freshwater biodiversity.
num_resources 2
num_tags 22
title Disentangling the effects of low pH and metal mixture toxicity on macroinvertebrate diversity: data sets