Whitney M. Conard’s research while affiliated with University of Notre Dame and other places

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Publications (5)


Widespread microplastic pollution in Indiana, USA , rivers
  • Article

August 2023

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103 Reads

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6 Citations

River Research and Applications

Whitney M. Conard

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Katherine E. O'Reilly

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Gary A. Lamberti

Microplastics (i.e., plastic particles <5 mm in size) are aquatic contaminants of emerging concern but are poorly quantified in flowing waters of the midwestern USA. Microplastics enter streams and rivers through a variety of pathways (e.g., wastewater effluent, breakdown of larger plastic debris, atmospheric deposition) and can potentially harm aquatic organisms through both direct consumption and indirect contamination from sorbed toxins. In this study, we quantified microplastic concentrations and types (i.e., beads, fibers, films, foams, fragments) in nine Indiana watersheds representing a gradient of dominant land use (i.e., agricultural, urban, and forested). We predicted that microplastic concentration would be higher in watersheds with higher percentages of urban and agricultural land use than in forested watersheds. Our results revealed measurable quantities of microplastics in samples from all watersheds, but microplastic concentration did not vary significantly with land use or longitudinally within watersheds. Fibers were the dominant form of microplastic at all sites, suggesting that fibers may be transported primarily through atmospheric deposition rather than via direct runoff from the surrounding landscape. We conclude that rivers have a different microplastic “signature” than large lakes, likely due to retention characteristics of flowing water ecosystems, unique microplastic sources, and a shorter legacy of microplastic pollution.



Environmental predictors of phytoplankton chlorophyll-a in Great Lakes coastal wetlands

August 2022

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59 Reads

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13 Citations

Journal of Great Lakes Research

Coastal wetlands of the Laurentian Great Lakes are diverse and productive ecosystems that provide many ecosystem services, but are threatened by anthropogenic factors, including nutrient input, land-use change, invasive species, and climate change. In this study, we examined one component of wetland ecosystem structure – phytoplankton biomass – using the proxy metric of water column chlorophyll-a measured in 514 coastal wetlands across all five Great Lakes as part of the Great Lakes Coastal Wetland Monitoring Program. Mean chlorophyll-a concentrations increased from north-to-south from Lake Superior to Lake Erie, but concentrations varied among sites within lakes. To predict chlorophyll-a concentrations, we developed two random forest models for each lake – one using variables that may directly relate to phytoplankton biomass (“proximate” variables; e.g., dissolved nutrients, temperature, pH) and another using variables with potentially indirect effects on phytoplankton growth (“distal” variables; e.g., land use, fetch). Proximate and distal variable models explained 16–43% and 19–48% of variation in chlorophyll-a, respectively, with models developed for lakes Erie and Michigan having the highest amount of explanatory power and models developed for lakes Ontario, Superior, and Huron having the lowest. Land-use variables were important distal predictors of chlorophyll-a concentrations across all lakes. We found multiple proximate predictors of chlorophyll-a, but there was little consistency among lakes, suggesting that, while chlorophyll-a may be broadly influenced by distal factors such as land use, individual lakes and wetlands have unique characteristics that affect chlorophyll-a concentrations. Our results highlight the importance of responsible land-use planning and watershed-level management for protecting coastal wetlands.


Environmental predictors of phytoplankton chlorophyll-a in Great Lakes coastal wetlands
  • Article
  • Full-text available

July 2022

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249 Reads

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3 Citations

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Metal accumulation in Lake Michigan prey fish: Influence of ontogeny, trophic position, and habitat

September 2021

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82 Reads

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2 Citations

Journal of Great Lakes Research

Developing an understanding of factors that influence the accumulation and magnification of heavy metals in fish of the Laurentian Great Lakes is central to managing ecosystem and human health. We measured muscle tissue concentrations of heavy metals in Lake Michigan prey fish that vary in habitat use, diet, and trophic position, including alewife, bloater, deepwater sculpin, round goby, rainbow smelt, and slimy sculpin. For each individual, we measured tissue concentrations of four metals (chromium [Cr], copper [Cu], manganese [Mn], and total mercury [THg]), stable isotope ratios for trophic position (δ¹⁵N and δ¹³C), and individual fish attributes (length, mass). Total mercury concentration was positively related to total length and δ¹⁵N. Of all species, round goby had among the greatest increases in mercury per unit growth and was most isotopically distinct from other species. Profundal species (bloater, deepwater sculpin, slimy sculpin) had similar high THg tissue concentrations, possibly due to slower growth due to cold temperatures, whereas other species (alewife, round goby, rainbow smelt) showed more variation in THg. In contrast, other metals (Cr, Cu, Mn) had either a negative or no relationship to total length and δ¹⁵N, suggesting no bioaccumulation or biomagnification. Potential incorporation of mercury by sportfish may thus be related to species, age, diet, trophic position, and habitat of prey fish. Our findings serve as a foundation for understanding how heavy metals accumulate in Lake Michigan food webs and highlight the continued need for management of metal input and cycling in Lake Michigan.

Citations (5)


... But MPs have been reported in high concentrations in rivers even in remote regions (Adams et al., 2021) or at sites located upstream or at a great distance from any major MP source like urban areas, industries, or agriculture (Di Mauro et al., 2022;Klein et al., 2023). In these scenarios, the primary source of MP has been reported to the atmospheric deposition, as MPs originating in anthropogenically dominated areas are transported by atmospheric processes and deposited in far-flung regions (Zhu et al., 2021;Conard et al., 2023). Feng et al. (2023) reported atmospheric deposition as the main MP source in the Yangtze River, while Liu et al. (2024) mentioned it as a crucial MP source in the Yellow River. ...

Reference:

Microplastic and microfiber contamination in the Tiber River, Italy: Insights into their presence and chemical differentiation
Widespread microplastic pollution in Indiana, USA , rivers
  • Citing Article
  • August 2023

River Research and Applications

... A previous long-term (5 months) PFOS exposure in zebrafish indicated the potential for male zebrafish to accumulate greater wholebody burdens than females (Wang et al., 2011), therefore we comparatively evaluated PFOS accumulation among sexes in the P and F1 adults. Additionally, because maternal transfer of PFOS to eggs has been demonstrated in salmonid species (Conard et al., 2022), catfish (Wang et al., 2023), and zebrafish (Sharpe et al., 2010), we evaluated whether maternal transfer of PFOS from P generation females to the F1 generation eggs could serve as a pathway for PFOS depuration and explain the observed decreased female body burdens relative to males. We tested a series of null-hypotheses that PFOS exposure concentration, PFOS exposure duration, zebrafish developmental stage, and sex of the zebrafish had no effect on PFOS accumulation in whole-body tissues or BCFs; and, regarding maternal transfer of PFOS, that there was no difference in zebrafish P generation maternal whole-body PFOS concentrations versus PFOS concentrations in F1 eggs. ...

Maternal Offloading of Per- and Polyfluoroalkyl Substances to Eggs by Lake Michigan Salmonids
  • Citing Article
  • October 2022

Environmental Science & Technology Letters

... Chlorophyll content was measured according to Winters et al. (2009a) and Ferrier-Pagès et al. (2010). This method was developed by Jeffrey and Humphrey (1975) and was widely used to study chlorophyll in aquatic ecosystems such as algae, natural phytoplankton, and zooxanthellae (Winters et al., 2009a;b;Ferrier-Pagès et al., 2010;Gentine et al., 2022;Martell, 2022). Briefly, coral tissue was removed from the skeleton with filtered seawater (FSW) emitted from a high-pressure water gun attached to a SCUBA cylinder, collected into 50-ml centrifuge tubes (Mayfield et al., 2013). ...

Environmental predictors of phytoplankton chlorophyll-a in Great Lakes coastal wetlands

... While such impacts associated with overabundance of primary production are difficult to discern in naturally eutrophic ecosystems like wetlands, there is ample evidence that watershed land use and elevated in situ nutrient concentrations elicit biotic responses in Great Lakes coastal wetlands. For example, algal chlorophyll a has been related to watershed agriculture and nutrient inputs (Gentine et al., 2022) and macroinvertebrate and fish community structure has been shown to shift as a result of poor water quality and surrounding agricultural land use (Uzarski et al., 2005;Trebitz et al., 2009;Cooper et al., 2014;Kovalenko et al., 2014). The influence of anthropogenic N loading on basal trophic levels is likely to play an important role in these relationships. ...

Environmental predictors of phytoplankton chlorophyll-a in Great Lakes coastal wetlands
  • Citing Article
  • August 2022

Journal of Great Lakes Research

... Significant correlations of metals with liver weight were shown mainly for fish from Szczecin Lagoon and no correlation for gonads of fish from any basin. The differences in the correlations shown may be due to the quality of the environmental conditions and the diet of the fish, as suggested, for example, by Conard et al. (2021). Thus, the physical significance of the principal components in the PCA analysis could be attributed to different habitat conditions for the round goby. ...

Metal accumulation in Lake Michigan prey fish: Influence of ontogeny, trophic position, and habitat
  • Citing Article
  • September 2021

Journal of Great Lakes Research