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Landscape associations with native and invasive freshwater mussels

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Abstract

Landscape impacts on aquatic organisms can play important roles in community structure and distributions, and landscape alteration can present unique challenges for organisms like freshwater mussels (Bivalvia: Unionidae) that can be compounded by the presence of invasive species. This study examined the impacts of landscape variables on native freshwater mussel and invasive Corbicula spp. distributions and densities in the Kalamazoo River watershed, MI, USA. Landscape impacts were analyzed at three spatial scales using GIS and regression tree analyses to determine factors influencing unionid and corbiculid densities. Results indicated that land use, geology, and longitudinal position in the watershed influence densities of unionids and corbiculids. In addition, corbiculid density was found to be important in determining unionid density and distribution at the reach scale. Results showed that landscape variables can influence invasive and native mussel species and emphasize the need to incorporate spatial information into our understanding of the relationships among organisms and their environments. The knowledge gained here contributes to evidence of the impacts that landscape can have on the abundance and distribution of both native and invasive organisms and provides insight into the associations of invasive Corbicula spp. with landscape variables and native unionids at multiple spatial scales.

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Data availability

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

Code availability

Data were analyzed using R software (R Core Team 2019). Custom codes are available upon reasonable request.

References

  • Allen, J. D., 2004. Landscapes and riverscapes: the influence of land use on stream ecosystems. Annual Review of Ecology, Evolution, and Systematics 35: 257–284.

    Article  Google Scholar 

  • Allen, D. C. & C. C. Vaughn, 2010. Complex hydraulic and substrate variables limit freshwater mussel species richness and abundance. Journal of the North American Benthological Society 29(2): 383–394.

    Article  Google Scholar 

  • Allen, D. C., C. C. Vaughn, J. F. Kelly, J. T. Cooper & M. H. Engel, 2012. Bottom-up biodiversity effects increase resource subsidy flux between ecosystems. Ecology 93(10): 2165–2174.

    Article  PubMed  Google Scholar 

  • Anderson, E. F. 2002. Effects of land use and land cover on freshwater mussel populations in the Upper Neuse River Basin, NC: a GIS approach. Master’s Thesis, North Carolina State University

  • Atkinson, C. L., J. P. Julian & C. C. Vaughn, 2012. Scale-dependent longitudinal patterns in mussel communities. Freshwater Biology 57(11): 2272–2284.

    Article  Google Scholar 

  • Atkinson, C. L., A. D. Christian, D. E. Spooner & C. C. Vaughn, 2014. Long-lived organisms provide an integrative footprint of agricultural land use. Ecological Applications 24(2): 375–384.

    Article  PubMed  Google Scholar 

  • Bagatini, Y. M., J. Higuti & E. Benedito, 2007. Temporal and longitudinal variation of Corbicula fluminea (Mollusca, Bivalvia) biomass in the Rosana Reservoir. Brazil. Acta Limnologica Brasiliensia 19(3): 357–366.

    Google Scholar 

  • Barnett, E. S. & D. A. Woolnough, 2021. Variation in assemblages of freshwater mussels downstream of dams and dam removals in the Lake Michigan basin, Michigan, USA. Diversity 13(3): 119.

    Article  Google Scholar 

  • Baustian, M. M., Y. M. Brooks, M. Baskaran, P. R. Leavitt, B. Liu, N. Ostrom, R. J. Stevenson & J. B. Rose, 2020. Paleo-environmental evidence of ecosystem change in Lake St. Clair region of Laurentian Great Lakes basin: contrasting responses to land-use change and invasive mussels. Journal of Paleolimnology 63: 177–193.

    Article  Google Scholar 

  • Brim Box, J. & J. Mossa, 1999. Sediment, land use, and freshwater mussels: Prospects and problems. Journal of the North American Benthological Society 18(1): 99–117.

    Article  Google Scholar 

  • Burlakova, L. E., D. Campbell & A. Y. Karatayev, 2019. Status of rare endemic species: molecular phylogeny, distribution and conservation of freshwater molluscs Truncilla macrodon and Truncilla cognata in Texas. Malacologia 62(2): 345–363.

    Article  Google Scholar 

  • Chambers, A. J. & D. A. Woolnough, 2018. Discrete longitudinal variation in freshwater mussel assemblages within two rivers of central Michigan, USA. Hydrobiologia 810: 351–366.

    Article  Google Scholar 

  • Chang, Y., K. Hou, X. Li, Y. Zhang & P. Chen, 2017. Review of land use and land cover change research progress. Conf. Series: Earth and Environmental Science 113: 012087.

    Google Scholar 

  • Clarke, A. H., 1988. Aspects of corbiculid-unionid sympatry in the United States. Ecosearch Series 1: 3–10.

    Google Scholar 

  • Cooper, S. D., P. S. Lake, S. Sabater, J. M. Melack & J. L. Sabo, 2013. The effects of land use changes on streams and rivers in Mediterranean climates. Hydrobiologia 719: 383–425.

    Article  CAS  Google Scholar 

  • Crespo, D., M. Dolbeth, S. Leston, R. Sousa & M. Angelo Pardal, 2015. Distribution of Corbicula fluminea (Müler, 1774) in the invaded range: a geographic approach with notes on species traits variability. Biological Invasions 17: 2087–2101.

    Article  Google Scholar 

  • De’ath, G., 2002. Multivariate regression trees: a new technique for modelling species-environment relationships. Ecology 83: 1105–1117.

    Google Scholar 

  • Dextrase, A. J. & N. E. Mandrak, 2006. Impacts of alien invasive species on freshwater fauna at risk in Canada. Biological Invasions 8: 13–24.

    Article  Google Scholar 

  • Downing, J. A., P. Van Meter & D. A. Woolnough, 2010. Suspects and evidence: a review of the causes of extirpation and decline in freshwater mussels. Animal Biodiversity and Conservation 33(2): 151–185.

    Article  Google Scholar 

  • Drake, J. M. & J. M. Bossenbroek, 2004. The potential distribution of Zebra Mussels in the United States. BioScience 54(10): 931–941.

    Article  Google Scholar 

  • Ferreira-Rodriguez, N., R. Sousa & I. Pardo, 2018. Negative effects of Corbicula fluminea over native freshwater mussels. Hydrobiologia 810: 85–95.

    Article  Google Scholar 

  • Gallardo, B., A. E. Bogan, S. Harun, L. Jainih, M. Lopes-Lima, M. Pizarro, K. A. Rahim, R. Sousa, S. G. Virdis & A. Zieritz, 2018. Current and future effects of global change on a hotspot’s freshwater diversity. Science of the Total Environment 635: 750–760.

    Article  CAS  PubMed  Google Scholar 

  • Guse, B., M. Pfannerstill & N. Fohrer, 2015. Dynamic modelling of land use change impacts on nitrate loads in rivers. Environmental Processes 2: 575–592.

    Article  Google Scholar 

  • Haag, W. R. & J. D. Williams, 2014. Biodiversity on the brink: an assessment of conservation strategies for North American freshwater mussels. Hydrobiologia 735: 45–60.

    Article  Google Scholar 

  • Hansen, A. T., J. A. Czuba, J. Schwenk, A. Longjas, M. Danesh-Yazdi, D. J. Hornbach & E. Foufoula-Georgiou, 2016. Coupling freshwater mussel ecology and river dynamics using a simplified dynamic interaction model. Freshwater Science 35(1): 000–000.

    Article  Google Scholar 

  • He, J., J. Huang & C. Li, 2017. The evaluation for the impact of land use change on habitat quality: a joint contribution of cellular automata scenario simulation and habitat quality assessment model. Ecological Modeling 366: 58–67.

    Article  Google Scholar 

  • Homer, C., J. Dewitz, S. Jin, G. Xian, C. Costello, P. Danielson, L. Gass, M. Funk, J. Wickham, S. Stehman, R. Auch & K. Ritters, 2020. Conterminous United States land cover change patterns 2001–2016 from the 2016 National Land Cover Database. ISPRS Journal of Photogrammetry and Remote Sensing 162: 184–199.

    Article  Google Scholar 

  • Hornbach, D. J., H. Y. Stutzman, H. C. Hove, J. L. Kozarek, K. R. MacGregor, T. J. Newton & P. R. Ries, 2019. Influence of surrounding land-use on mussel growth and glycogen levels in the St. Croix and Minnesota River Basins. Hydrobiologia. https://doi.org/10.1007/s10750-019-04016-z.

    Article  Google Scholar 

  • Huehner, M. K., R. A. Krebs, G. Zimmerman & M. Mejia, 2005. The unionid mussel fauna of northeastern Ohio’s Grand River. The Ohio Journal of Science 105(3): 57–62.

    Google Scholar 

  • Jiang, X., Z. Xie & Y. Chen, 2013. Longitudinal patterns of macroinvertebrate communities in relation to environmental factors in a Tibetan-Plateau river system. Quaternary International 304: 107–114.

    Article  Google Scholar 

  • Kalamazoo River Watershed Council. 2011. Kalamazoo River Watershed Management Plan. Prepared for the Michigan Nonpoint Source Program (Michigan Department of Environmental Quality and the United States Environmental Protection Agency.

  • Karr, J. R., 1998. Rivers as sentinel: using the biology of rivers to guide landscape management. In Naiman, R. J. & R. E. Bilby (eds), River Ecology and Management: Lessons from the Pacific Coastal Ecoregion Springer, New York, NY: 502–528.

    Chapter  Google Scholar 

  • Karatayev, A. Y., L. E. Burlakova, S. E. Mastitsky & D. K. Padilla, 2015. Predicting the spread of aquatic invaders: insight from 200 years of invasion by Zebra Mussels. Ecological Applications 25(2): 430–440.

    Article  PubMed  Google Scholar 

  • Labaut, Y., P. A. Macchi, F. M. Archuby & G. Darrigran, 2021. Homogenization of macroinvertebrate assemblages and Asiatic clam Corbicula fluminea invasion in a river of the arid Patagonian Plateau. Argentina. Frontiers in Environmental Science 9: 728620.

    Article  Google Scholar 

  • Layzer, J. B. & L. M. Madison, 1995. Microhabitat use by freshwater mussels and recommendations for determining their instream flow needs. Regulated Rivers: Research and Management 10: 329–345.

    Article  Google Scholar 

  • Li, J., Q. Yu, Y. Q. Tian & D. F. Boutt, 2018. Effects of landcover, soil property, and temperature on covariations of DOC and CDOM in inland waters. Journal of Geophysical Research- Biogeosciences 123(4): 1352–1365.

    Article  Google Scholar 

  • Linares, M. S., D. R. Macedo, R. L. Massara & M. Callisto, 2020. Why are they here? Local variables explain the distribution of invasive mollusk species in neotropical hydropower reservoirs. Ecological Indicators 117: 1–6.

    Article  Google Scholar 

  • Lyons, J., T. Zorn, J. Stewart, P. Seelbach, K. Wehrly & L. Wang, 2009. Defining and characterizing coolwater streams and their fish assemblages in Michigan and Wisconsin, USA. North American Journal of Fisheries Management 29: 1130–1151.

    Article  Google Scholar 

  • McRae, S. E., J. D. Allen & J. B. Burch, 2004. Reach- and catchment-scale determinants of the distribution of freshwater mussels (Bivalvia: Unionidae) in south-eastern Michigan, U.S.A. Freshwater Biology 49: 127–142.

    Article  Google Scholar 

  • Michaud, A. R., I. Beaudin, J. Deslandes, F. Bonn & C. A. Madramootoo, 2007. SWAT-predicted influence of different landscape and cropping system alterations on phosphorous mobility within the Pike River watershed of south-western Québec. Canadian Journal of Soil Science 87(3): 329–344.

    Article  CAS  Google Scholar 

  • Michigan Department of Environment, Great Lakes, and Energy. 2020. River valley segments. Michigan GIS Open Data, Last Accessesed: October 21st, 2020.

  • Michigan Department of Natural Resources. 2015. Michigan Bedrock Geology. Michigan GIS Open Data, Last Accessesed: October 21st, 2020. https://services3.arcgis.com/Jdnp1TjADvSDxMAX/ArcGIS/rest/services/dnrMinerals/FeatureServer/4.

  • Michigan Department of Natural Resources. 2017a. Base flow of Michigan streams. Michigan GIS Open Data, Last Accessesed: October 21st, 2020. https://gisago.mcgi.state.mi.us/arcgis/rest/services/OpenData/hydro/MapServer/26httpshttps://gisago.mcgi.state.mi.us/arcgis/rest/services/OpenData/hydro/MapServer/3.

  • Michigan Department of Natural Resources. 2017b. Inland lake assessment units. Michigan GIS Open Data, Last Accessesed: October 21st, 2020. https://gisago.mcgi.state.mi.us/arcgis/rest/services/OpenData/hydro/MapServer/22

  • Michigan Department of Natural Resources. 2017c. Watershed basins. Michigan GIS Open Data, Last Accessesed: October 21st, 2020. https://gisago.mcgi.state.mi.us/arcgis/rest/services/OpenData/hydro/MapServer/16.

  • Miller, A. C. & B. S. Payne, 1994. Co-occurrence of native freshwater mussels (Unionidae) and the non-indigenous Corbicula fluminea at two stable shoals in the Ohio River, U.S.A. Malacological Review 27: 87–97.

    Google Scholar 

  • Mulcrone, R. S., & J. E. Rathbun. 2020. Pocket field guide to the freshwater mussels of Michigan, 2nd ed. Michigan Department of Natural Resources, Lansing, MI, USA, 1–78.

  • Nalepa, T. F. & D. W. Schloesser (eds), 2014. Quagga and Zebra Mussels: biology, impacts, and control., 2nd ed. Taylor and Francis Group, Boca Raton, FL, USA.

    Google Scholar 

  • Nakano, M. & K. Morii, 2019. Factors affecting the abundance of a clam (genus Corbicula) and distribution overlap between the clam and unionids in agricultural ditches. Japanese Journal of Environmental Entomology and Zoology 30(1): 1–8.

    Google Scholar 

  • National Aeronautics and Space Administration (NASA), National Imagery and Mapping Agency (NIMA), German Aerospace Center (DLR), and Italian Space Agency (ASI). 2014. Shuttle Radar Topography Mission (SRTM) Elevation Dataset. United States Geological Survey, Sioux Falls, SD.

  • Newton, T. J., D. A. Woolnough & D. L. Strayer, 2008. Using landscape ecology to understand and manage freshwater mussel populations. Journal of the North American Benthological Society 27(2): 424–439.

    Article  Google Scholar 

  • Nichols, S. J. & D. Garling, 2000. Food-web dynamics and trophic-level interactions in a multispecies community of freshwater unionids. Canadian Journal of Zoology 78: 871–882.

    Article  Google Scholar 

  • Ouellette, M. H. & P. Legendre. 2012. MVPARTwrap: additional functionalities for package mvpart. R package version 0.1–9.

  • Poff, N. L., 1997. Landscape filters and species traits: towards mechanistic understanding and prediction in stream ecology. North American Benthological Society 16(2): 391–409.

    Article  Google Scholar 

  • Radinger, J., F. Essl, F. Holker, P. Horky, O. Slavik & C. Wolter, 2017. The future distribution of river fish: the complex interplay of climate and land use changes, species dispersal and movement barriers. Global Change Biology 23: 4970–4986.

    Article  PubMed  Google Scholar 

  • Randklev, C. R., H. H. Wang, J. E. Groce, W. E. Grant, S. Robertson & R. N. Wilkins, 2015. Land use relationships for a rare freshwater mussel species (Family: Unionidae) endemic to central Texas. Journal of Fisheries and Wildlife Management 6(2): 327–337.

    Article  Google Scholar 

  • R Core Team. 2019. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Austria. http://www.R-project.org.

  • Richardson, J. S., 2008. Aquatic arthropods and forestry: effects of large-scale land use on aquatic systems in Nearctic temperate regions. Canadian Entomologist 140: 495–509.

    Article  Google Scholar 

  • Ring, N. S. 2021. Spatial and physiological associations of native and invasive bivalves in a Laurentian Great Lakes watershed, MI, USA. Master’s Thesis, Central Michigan University.

  • Sousa, R., C. Antunes & L. Guilhermino, 2008. Ecology of the invasive Asian clam Corbicula fluminea (Müller, 1774) in aquatic ecosystems: an overview. Annales De Limnologie International Journal of Limnology 44(2): 85–94.

    Article  Google Scholar 

  • Stonestrom, D. A., B. R. Scanlon & L. Zhang, 2009. Introduction to special section on impacts of land use change on water resources. Water Resources Research 45: W00A00.

    Article  Google Scholar 

  • Strayer, D. L., 1983. The effects of surface geology and stream size on freshwater mussel (Bivalvia, Unionidae) distribution in southeastern Michigan, U.S.A. Freshwater Biology 13: 253–264.

    Article  Google Scholar 

  • Strayer, D. L., 1999a. Effects of alien species on freshwater mollusks in North America. Journal of the North American Benthological Society 18(1): 74–98.

    Article  Google Scholar 

  • Strayer, D. L., 1999b. Use of flow refuges by unionid mussels in rivers. Journal of the North American Benthological Society 18(4): 468–476.

    Article  Google Scholar 

  • Therneau, T. M., B. & Atkinson. 2012. Mvpart: multivariate partitioning. R package version 1.6-0.

  • Tuttle-Raycraft, S. & J. D. Ackerman, 2019. Living the high turbidity life: the effects of total suspended solids, flow, and gill morphology on mussel feeding. Limnology and Oceanography 64: 2526–2537.

    Article  Google Scholar 

  • United States Fish and Wildlife Service, Nottawaseppi Huron Band of the Potawatomi Tribe, & Match-E-Be-Nash-She-Wish Band of the Pottawatomi Indians. 2015. Final damage assessment and restoration plan/environmental assessment for the July 25–26, 2010 Enbridge line 6B oil discharges near Marshall, MI. 93 pp.

  • United States Geological Survey. 2000. Nonindigenous aquatic species reports: Corbicula fluminea. https://nas.er.usgs.gov/queries/SpecimenViewer.aspx?SpecimenID=158975.

  • United States Geological Survey. 2014a. SRTM1N41W085V3 (DEM). USGS Earth Explorer, https://earthexplorer.usgs.gov.

  • United States Geological Survey. 2014b. SRTM1N41W085V3 (DEM). USGS Earth Explorer, https://earthexplorer.usgs.gov.

  • United States Geological Survey. 2014c. SRTM1N42W085V3 (DEM). USGS Earth Explorer, https://earthexplorer.usgs.gov.

  • United States Geological Survey. 2014d. SRTM1N42W086V3 (DEM). USGS Earth Explorer, https://earthexplorer.usgs.gov.

  • United States Geological Survey. 2014e. SRTM1N42W087V3 (DEM). USGS Earth Explorer, https://earthexplorer.usgs.gov.

  • Van Rompeay, A. J. J., G. Govers & C. Puttemans, 2002. Modeling land use changes and their impact on soil erosion and sediment supply to rivers. Earth Surface Processes and Landforms 27: 481–494.

    Article  Google Scholar 

  • Vannote, R. L., G. W. Minshall, K. W. Cummins, J. R. Sedell & C. E. Cushing, 1980. The river continuum concept. Canadian Journal of Fisheries and Aquatic Sciences 37: 130–137.

    Article  Google Scholar 

  • Vaughn, C. C. & D. E. Spooner, 2006. Scale-dependent associations between native freshwater mussels and invasive Corbicula. Hydrobiologia 568: 331–339.

    Article  Google Scholar 

  • Wagner, P. D., S. Kumar & K. Schneider, 2013. An assessment of land use change impacts on the water resources of the Mula and Mutha Rivers catchment upstream of Pume, India. Hydrology and Earth System Sciences 17: 2233–2246.

    Article  Google Scholar 

  • Waldner, L. S., 2008. The kudzu connection: Exploring the link between land use and invasive species. Land Use Policy 25: 399–409.

    Article  Google Scholar 

  • Williams, J. D., M. L. Warren, K. S. Cummings & J. Harris, 1993. Conservation status of freshwater mussels of the United States and Canada. Fisheries 18(9): 6–22.

    Article  Google Scholar 

  • Zorn, T. G., P. W. Seelbach, E. S. Rutherford, T. C. Wills, S. T. Cheng, & M. J. Wiley. 2008. A regional-scale habitat suitability model to assess the effects of flow reduction on fish assemblages in Michigan streams. Fisheries Research Report 2089.

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Acknowledgements

The Kalamazoo River Community Recreational Foundation and the Central Michigan University Institute for Great Lakes Research and Honors Program provided funding and support for this research. We thank the 2018 and 2019 Central Michigan University (CMU) Woolnough Lab researchers, Joseph Rathbun, and the Michigan Department of Natural Resources (Pat O’Neill and Kris Snyder) for assistance with data collection and data entry, Shay Keretz (CMU) for assistance with data analyses, and Dr. Yong Tian (CMU) for assistance with data processing and reach generation. We would also like to thank Marden Linares, Luis Mauricio Bini, and an anonymous reviewer for their feedback on earlier versions and helpful comments that improved the manuscript. Unionids were collected with Michigan Scientific Collection and Endangered and Threatened Species Permits from the Michigan Department of Natural Resources issued to DAW. This will be contribution No. 163 of the Central Michigan University Institute for Great Lakes Research.

Funding

The Kalamazoo River Community Recreational Foundation, the Central Michigan University Institute for Great Lakes Research and the Central Michigan University Honors Program provided funding and support for this research.

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KCC conceptualized and wrote the original draft, performed the formal analyses (GIS and stats) and was involved in stages of data collection. NSR helped during all data collection, mentored KCC, and helped with review and editing. DKP taught and mentored KCC in GIS analyses and helped with review and editing. DAW acquired funding, mentored and supervised KCC and NSR throughout the project, helped with conceptualization and reviewed and edited manuscript.

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Correspondence to Daelyn A. Woolnough.

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Cushway, K.C., Ring, N.S., Patton, D.K. et al. Landscape associations with native and invasive freshwater mussels. Hydrobiologia 849, 2449–2462 (2022). https://doi.org/10.1007/s10750-022-04850-8

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