Abstract

Elevated allochthonous inputs of organic matter are increasingly recognized as a driver of ecosystem change in lakes, particularly when concurrent with eutrophication. Evaluation of lakes in a nutrient-color paradigm (i.e., based on total phosphorus and true color) enables a more robust approach to research and management. To assess temporal and spatial patterns in nutrient-color status for U.S. lakes and associated food web attributes, we analyzed the U.S. Environmental Protection Agency’s National Lakes Assessment (NLA) data. With 1000+ lakes sampled in 2007 and 2012 in a stratified random sampling design, the NLA enables rigorous assessment of lake condition across the continental U.S. We demonstrate that many U.S. lakes are simultaneously experiencing eutrophication and brownification to produce an abundance of “murky” lakes. Overall, “blue” lakes decreased by ~ 18% (46% of lakes in 2007 to 28% in 2012) while “murky” lakes increased by almost 12% (24% of lakes in 2007 to 35.4% in 2012). No statistical differences were observed in the proportions of “green” or “brown” lakes. Regionally, murky lakes significantly increased in the Northern Appalachian, Southern Plains, and Xeric ecoregions. Murky lakes exhibited the highest epilimnetic chlorophyll a concentrations, cyanobacterial densities, and microcystin concentrations. Total zooplankton biomass was also highest in murky lakes, primarily due to increased rotifer and copepod biomass. However, zooplankton : phytoplankton biomass ratios were low, suggesting reduced energy transfer to higher trophic levels. These results emphasize that many lakes in the U.S. are simultaneously “greening” and “browning”, with potentially negative consequences for water quality and food web structure.

Highlights

  • When the lakes were analyzed within each of the nine Omernik III ecological regions, we observed that: (1) in the Northern Appalachians, blue lakes decreased by 41.4%, brown lakes increased by 17.8%, and murky lakes increased by 26.8%, (2) in the Northern Plains, green lakes significantly increased by 18.9%, (3) in the Southern Plains, blue lakes significantly decreased by 25.6% and murky lakes increased by 29.8%, (4) in the Upper Midwest, blue lakes significantly decreased by 25%, and (5) in the Xeric region, green lakes significantly decreased by 30% while murky lakes increased by 34.2% (Table 1; Fig. 1)

  • Based on data from the EPA National Lakes Assessment, we demonstrate that an increasing proportion of lakes in the continental U.S are simultaneously experiencing eutrophication and brownification, such that murky lakes dominated the 2012 NLA survey

  • Between 2007 and 2012, there was a significant reduction in blue lakes and a significant increase in murky lakes in the continental U.S, in the Northern Appalachian and Southern Plains ecoregions, based on population estimates from the NLA surveys

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Summary

Methods

The NLA is a synoptic sampling program of lakes, reservoirs, and ponds implemented across the conterminous U.S on a 5-yr cycle. 1000 lakes are sampled in the summer (June–September) during each cycle. Lakes are selected from the National Hydrography Database (version 2; https://nhd.usgs.gov/) using a stratified randomized statistical design that stratifies based on aggregated Omernik level-III ecoregion and lake size. Natural and man-made lakes are treated in site selection, sampling protocols, and laboratory analyses’ methodology. A total of 1028 lakes were sampled in the 2007 survey and 1038 lakes in the 2012 survey. 401 lakes were sampled in both assessment years. The 2007 NLA survey included lakes ≥4 ha in size while the 2012 NLA survey included lakes ≥1 ha. All data are freely available online (https://www.epa.gov/national-aquaticresource-surveys)

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