Potential Range Expansion of the Invasive Red Shiner, Cyprinella lutrensis (Teleostei: Cyprinidae), under Future Climatic Change


We built climate envelope models under contemporary and future climates to explore potential range shifts of the invasive Red Shiner-Cyprinella lutrensis. Our objective was to estimate aquatic habitat vulnerability to Red Shiner invasion in North America under future climatic change. We used presence records from within the species’ native and invaded distributions, a suite of bioclimatic predictor variables from three climate models (CCCma, CSIRO, and HadCM3), and maximum entropy modeling to generate potential distribution maps for the year 2080. Our model predicted major range expansion by Red Shiner under both low and high carbon emissions scenarios. The models exceeded average area under the receiver operator characteristic curve values of 0.92, indicating good overall model performance. The model predictions fell largely outside of areas of climatic extrapolation (i.e. regions predicted into environments different from training the region) indicating good model performance. The results from this study highlight the large potential range expansion across North America of Red Shiner under future warmer climates.

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Poulos, H. and Chernoff, B. (2014) Potential Range Expansion of the Invasive Red Shiner, Cyprinella lutrensis (Teleostei: Cyprinidae), under Future Climatic Change. Open Journal of Ecology, 4, 554-564. doi: 10.4236/oje.2014.49045.

Conflicts of Interest

The authors declare no conflicts of interest.


[1] Mack, R.N., Simberloff, D., Mark Lonsdale, W., Evans, H., Clout, M., et al. (2000) Biotic Invasions: Causes, Epidemiology, Global Consequences, and Control. Ecological Applications, 10, 689-710.
[2] Vitousek, P.M., D’Antonio, C.M., Loope, L.L., Rejmanek, M., Westbrooks, R. (1997) Introduced Species: A Significant Component of Human-Caused Global Change. New Zealand Journal of Ecology, 21, 1-16.
[3] Stachowicz, J.J., Fried, H., Osman, R.W. and Whitlatch, R.B. (2002) Biodiversity, Invasion Resistance, and Marine Ecosystem Function: Reconciling Pattern and Process. Ecology, 83, 2575-2590.
[4] Kelly, A.E. and Goulden, M.L. (2008) Rapid Shifts in Plant Distribution with Recent Climate Change. Proceedings of the National Academy of Sciences, 105, 11823-11826.
[5] Parmesan, C., Yohe, G. (2003) A Globally Coherent Fingerprint of Climate Change Impacts across Natural Systems. Nature, 421, 37-42. http://dx.doi.org/10.1038/nature01286
[6] Bradley, B.A. (2009) Regional Analysis of the Impacts of Climate Change on Cheatgrass Invasion Shows Potential Risk and Opportunity. Global Change Biology, 15, 196-208. http://dx.doi.org/10.1111/j.1365-2486.2008.01709.x
[7] Sandra P., Carpenter, S. and Daily, G.C. (1997) Freshwater Ecosystem Services. Nature’s Services: Societal Dependence on Natural Ecosystems, 195-214.
[8] Cox, J.G. and Lima, S.L. (2006) Naiveté and an Aquatic-Terrestrial Dichotomy in the Effects of Introduced Predators. Trends in Ecology & Evolution, 21, 674-680.
[9] Gordon, D.R. (1998) Effects of Invasive, Non-Indigenous Plant Species on Ecosystem Processes: Lessons from Florida. Ecological Applications, 8, 975-989. http://dx.doi.org/10.1890/1051-0761(1998)008[0975:EOINIP]2.0.CO;2
[10] Wilcove, D.S., Rothstein, D., Dubow, J., Phillips, A. and Losos, E. (1998) Quantifying Threats to Imperiled Species in the United States. BioScience, 48, 607-615. http://dx.doi.org/10.2307/1313420
[11] Ricciardi, A. and MacIsaac, H.J. (2000) Recent Mass Invasion of the North American Great Lakes by Ponto-Caspian Species. Trends in Ecology & Evolution, 15, 62-65. http://dx.doi.org/10.1016/S0169-5347(99)01745-0
[12] Simon, K.S. and Townsend, C.R. (2003) Impacts of Freshwater Invaders at Different Levels of Ecological Organisation, with Emphasis on Salmonids and Ecosystem Consequences. Freshwater Biology, 48, 982-994.
[13] Strayer, D. (2010) Alien Species in Fresh Waters: Ecological Effects, Interactions with Other Stressors, and Prospects for the Future. Freshwater Biology, 55, 152-174. http://dx.doi.org/10.1111/j.1365-2427.2009.02380.x
[14] Baxter, C.V., Fausch, K.D., Murakami, M. and Chapman, P.L. (2004) Fish Invasion Restructures Stream and Forest Food Webs by Interrupting Reciprocal Prey Subsidies. Ecology, 85, 2656-2663. http://dx.doi.org/10.1890/04-138
[15] Van Riel, M., Van der Velde, G., Rajagopal, S., Marguillier, S., Dehairs, F., et al. (2006) Trophic Relationships in the Rhine Food Web during Invasion and after Establishment of the Ponto-Caspian Invader Dikerogammarus villosus. Hydrobiologia, 565, 39-58. http://dx.doi.org/10.1007/s10750-005-1904-8
[16] Guisan, A. and Zimmermann, N.E. (2000) Predictive Habitat Distribution Models in Ecology. Ecological Modelling, 135, 147-186. http://dx.doi.org/10.1016/S0304-3800(00)00354-9
[17] Kriticos, D., Randall, R., Groves, R., Panetta, F. and Virtue, J. (2001) A Comparison of Systems to Analyze Potential Weed Distributions. Weed Risk Assessment, 61-79.
[18] Thuiller, W., Richardson, D.M., Pyek, P., Midgley, G.F., Hughes, G.O., et al. (2005) Niche-Based Modelling as a Tool for Predicting the Risk of Alien Plant Invasions at a Global Scale. Global Change Biology, 11, 2234-2250.
[19] Thomas, C.D., Bulman, C.R. and Wilson, R.J. (2008) Where within a Geographical Range Do Species Survive Best? A Matter of Scale. Insect Conservation and Diversity, 1, 2-8. http://dx.doi.org/10.1111/j.1752-4598.2007.00001.x
[20] Araújo, M.B. and Peterson, A.T. (2012) Uses and Misuses of Bioclimatic Envelope Modeling. Ecology, 93, 1527-1539.
[21] Filho, J.D., Nabout, J., Bini, L., Loyola, R., Rangel, T., et al. (2010) Ensemble Forecasting Shifts in Climatically Suitable Areas for Tropidacris cristata (Orthoptera: Acridoidea: Romaleidae). Insect Conservation and Diversity, 3, 213-221.
[22] Abrams, M.D. (1992) Fire and the Development of Oak Forests. BioScience, 42, 346-353.
[23] Rodda, G.H., Jarnevich, C.S. and Reed, R.N. (2011) Challenges in Identifying Sites Climatically Matched to the Native Ranges of Animal Invaders. PloS ONE, 6, e14670.
[24] Soberón, J. and Nakamura, M. (2009) Niches and Distributional Areas: Concepts, Methods, and Assumptions. Proceedings of the National Academy of Sciences, 106, 19644-19650.
[25] Webber, B.L., Yates, C.J., Le Maitre, D.C., Scott, J.K., Kriticos, D.J., et al. (2011) Modelling Horses for Novel Climate Courses: Insights from Projecting Potential Distributions of Native and Alien Australian Acacias with Correlative and Mechanistic Models. Diversity and Distributions, 17, 978-1000.
[26] Elith, J., Phillips, S.J., Hastie, T., Dudík, M., Chee, Y.E., et al. (2011) A Statistical Explanation of MaxEnt for Ecologists. Diversity and Distributions, 17, 43-57. http://dx.doi.org/10.1111/j.1472-4642.2010.00725.x
[27] Elith, J., Kearney, M. and Phillips, S. (2010) The Art of Modelling Range-Shifting Species. Methods in Ecology and Evolution, 1, 330-342. http://dx.doi.org/10.1111/j.2041-210X.2010.00036.x
[28] Bond, N., Thomson, J., Reich, P. and Stein, J. (2011) Using Species Distribution Models to Infer Potential Climate Change-Induced Range Shifts of Freshwater Fish in South-Eastern Australia. Marine and Freshwater Research, 62, 1043-1061. http://dx.doi.org/10.1071/MF10286
[29] Buisson, L., Thuiller, W., Lek, S., Lim, P. and Grenouillet, G. (2008) Climate Change Hastens the Turnover of Stream Fish Assemblages. Global Change Biology, 14, 2232-2248. http://dx.doi.org/10.1111/j.1365-2486.2008.01657.x
[30] Poulos, H.M., Chernoff, B., Fuller, P.L. and Butman, D. (2012) Mapping the Potential Distribution of the Invasive Red Shiner, Cyprinella lutrensis (Teleostei: Cyprinidae) across Waterways of the Conterminous United States. Aquat Invasions, 7, 377-385.
[31] Phillips, S.J., Anderson, R.P. and Schapire, R.E. (2006) Maximum Entropy Modeling of Species Geographic Distributions. Ecological Modeling, 190, 231-259. http://dx.doi.org/10.1016/j.ecolmodel.2005.03.026
[32] Solomon, S. (2007) Climate Change 2007—The Physical Science Basis: Working Group I Contribution to the 4th Assessment Report of the IPCC. Cambridge University Press, Cambridge.
[33] Council) DDF (2010) Cyprinella lutrensis—Red Shiner Range Map in the Desert Fishes Council Index to Fish Images, Maps, and Information.
[34] Hubbs, C. and Lagler, K. (1964) Fish of the Great Lake Region. University of Michigan Press, Arbor.
[35] Jennings, M.R. and Saiki, M. (1990) Establishment of Red Shiner, Notropis lutrensis, in the San Joaquin Valley, California. California Fish and Game, 76, 46-57.
[36] Walters, D.M., Blum, M.J., Rashleigh, B., Freeman, B.J., Porter, B.A., et al. (2008) Red Shiner Invasion and Hybridization with Blacktail Shiner in the Upper Coosa River, USA. Biological Invasions, 10, 1229-1242.
[37] Moore, R.H., Garrett, R.A. and Wingate, P.J. (1976) Occurrence of the Red Shiner, Notropis lutrensis, in North Carolina: A Probable Aquarium Release. Transactions of the American Fisheries Society, 105, 220-221.
[38] Jenkins, R.E. and Burkhead, N.M. (1994) Freshwater Fishes of Virginia. American Fisheries Society.
[39] Minckley, W. and Deacon, J.E. (1968) Southwestern Fishes and the Enigma of “Endangered Species”. Science, 159, 1424-1432. http://dx.doi.org/10.1126/science.159.3822.1424
[40] Mettee, M.F., O’Neil, P.E. and Pierson, J.M. (1996) Fishes of Alabama and the Mobile Basin. Oxmoor House, Birmingham.
[41] Moyle, P.B. (2002) Inland Fishes of California. University of California Press, Oakland.
[42] Deacon, J.E. (1988) The Endangered Woundfin and Water Management in the Virgin River, Utah, Arizona, Nevada. Fisheries, 13, 18-24. http://dx.doi.org/10.1577/1548-8446(1988)013<0018:TEWAWM>2.0.CO;2
[43] Cross, F.B. (1967) Handbook of Fishes of Kansas.
[44] Sublette, J. (1975) The Summer Food Habits of Notropis lutrensis, the Red Shiner. New Mexico Academy of Science, 16, 20.
[45] Matthews, W.J. and Hill, L.G. (1979) Influence of Physico-Chemical Factors on Habitat Selection by Red Shiners, Notropis lutrensis (Pisces: Cyprinidae). Copeia, 1979, 70-81. http://dx.doi.org/10.2307/1443731
[46] Baltz, D.M. and Moyle, P.B. (1993) Invasion Resistance to Introduced Species by a Native Assemblage of California Stream Fishes. Ecological Applications, 3, 246-255. http://dx.doi.org/10.2307/1941827
[47] Douglas, M.E., Marsh, P.C. and Minckley, W. (1994) Indigenous Fishes of Western North America and the Hypothesis of Competitive Displacement: Meda fulgida (Cyprinidae) as a Case Study. Copeia, 1994, 9-19.
[48] Matthews, W.J. (1985) Distribution of Midwestern Fishes on Multivariate Environmental Gradients, with Emphasis on Notropis lutrensis. American Midland Naturalist, 113, 225-237. http://dx.doi.org/10.2307/2425568
[49] Matthews, W.J. and Hill, L.G. (1977) Tolerance of the Red Shiner, Notropis lutrensis (Cyprinidae) to Environmental Parameters. The Southwestern Naturalist, 22, 89-98. http://dx.doi.org/10.2307/3670466
[50] Yu, S.L. and Peters, E.J. (2002) Diel and Seasonal Habitat Use by Red Shiner (Cyprinella lutrensis). Zoological Studies (Taipei), 41, 229-235.
[51] Brues, C.T. (1928) Studies on the Fauna of Hot Springs in the Western United States and the Biology of Thermophilous Animals. Proceedings of the American Academy of Arts and Sciences, 63, 139-228.
[52] Ibáez, I., Silander Jr., J.A., Wilson, A.M., LaFleur, N., Tanaka, N., et al. (2009) Multivariate Forecasts of Potential Distributions of Invasive Plant Species. Ecological Applications, 19, 359-375. http://dx.doi.org/10.1890/07-2095.1
[53] Wolmarans, R., Robertson, M.P. and van Rensburg, B.J. (2010) Predicting Invasive Alien Plant Distributions: How Geographical Bias in Occurrence Records Influences Model Performance. Journal of Biogeography, 37, 1797-1810.
[54] Hijmans, R.J., Cameron S.E., Parra, J.L., Jones, P.G. and Jarvis, A. (2005) Very High Resolution Interpolated Climate Surfaces for Global Land Areas. International Journal of Climatology, 25, 1965-1978.
[55] Flato, G. and Boer, G. (2001) Warming Asymmetry in Climate Change Simulations. Geophysical Research Letters, 28, 195-198. http://dx.doi.org/10.1029/2000GL012121
[56] Flato, G.M., Boer, G., Lee, W., McFarlane, N., Ramsden, D., et al. (2000) The Canadian Centre for Climate Modelling and Analysis Global Coupled Model and Its Climate. Climate Dynamics, 16, 451-467.
[57] Gordon, H.B. and O’Farrell, S.P. (1997) Transient Climate Change in the CSIRO Coupled Model with Dynamic Sea Ice. Monthly Weather Review, 125, 875-908.
[58] Pope, V., Gallani, M., Rowntree, P. and Stratton, R. (2000) The Impact of New Physical Parametrizations in the Hadley Centre Climate Model: HadAM3. Climate Dynamics, 16, 123-146. http://dx.doi.org/10.1007/s003820050009
[59] Lehner, B., Verdin, K. and Jarvis, A. (2008) New Global Hydrography Derived from Spaceborne Elevation Data. EOS, Transactions American Geophysical Union, 89, 93-94.
[60] Chang, C.C. and Lin, C.J. (2011) LIBSVM: A Library for Support Vector Machines. ACM Transactions on Intelligent Systems and Technology (TIST), 2, Article No. 27.
[61] Stockwell, D. (1999) The GARP Modelling System: Problems and Solutions to Automated Spatial Prediction. International Journal of Geographical Information Science, 13, 143-158.
[62] Carpenter, G., Gillison, A. and Winter, J. (1993) DOMAIN: A Flexible Modelling Procedure for Mapping Potential Distributions of Plants and Animals. Biodiversity & Conservation, 2, 667-680. http://dx.doi.org/10.1007/BF00051966
[63] Swets, J.A. (1988) Measuring the Accuracy of Diagnostic Systems. Science, 240, 1285-1293.
[64] Liu, C., Berry, P.M., Dawson, T.P. and Pearson, R.G. (2005) Selecting Thresholds of Occurrence in the Prediction of Species Distributions. Ecography, 28, 385-393.
[65] Rahel, F.J. and Olden, J.D. (2008) Assessing the Effects of Climate Change on Aquatic Invasive Species. Conservation Biology, 22, 521-533. http://dx.doi.org/10.1111/j.1523-1739.2008.00950.x
[66] Hellmann, J.J., Byers, J.E., Bierwagen, B.G. and Dukes, J.S. (2008) Five Potential Consequences of Climate Change for Invasive Species. Conservation Biology, 22, 534-543.
[67] Mohseni, O., Stefan, H.G. and Eaton, J.G. (2003) Global Warming and Potential Changes in Fish Habitat in U.S. Streams. Climatic Change, 59, 389-409. http://dx.doi.org/10.1023/A:1024847723344
[68] Greger, P.D. and Deacon, J.E. (1988) Food Partitioning among Fishes of the Virgin River. Copeia, 1988, 314-323.
[69] Burr, B.M. and Page, L.M. (1986) Zoogeography of Fishes of the Lower Ohio-Upper Mississippi Basin. The Zoogeography of North American Freshwater Fishes, 287-324.
[70] Larimore, R.W. and Bayley, P.B. (1996) The Fishes of Champaign County, Illinois: During a Century of Alterations of a Prairie Ecosystem: Illinois Natural History Survey.
[71] Blum, M.J., Walters, D.M., Burkhead, N.M., Freeman, B.J. and Porter, B.A. (2010) Reproductive Isolation and the Expansion of an Invasive Hybrid Swarm. Biological Invasions, 12, 2825-2836.
[72] Ward, J.L., Blum, M.J., Walters, D.M., Porter, B.A., Burkhead, N., et al. (2012) Discordant Introgression in a Rapidly Expanding Hybrid Swarm. Evolutionary Applications, 5, 380-392.
[73] Ruppert, J.B., Muth, R.T. and Nesler, T.P. (1993) Predation on Fish Larvae by Adult Red Shiner, Yampa and Green Rivers, Colorado. The Southwestern Naturalist, 38, 397-399.
[74] Gido, K.B., Schaefer, J.F., Work, K., Lienesch, P.W., Marsh-Matthews, E. and Matthews, W.J. (1999) Effects of Red Shiner (Cyprinella lutrensis) on Red River Pupfish (Cyprinodon rubrofluviatilis). The Southwestern Naturalist, 44, 287-295.
[75] Marsh-Matthews, E. and Matthews, W.J. (2000) Spatial Variation in Relative Abundance of a Widespread, Numerically Dominant Fish Species and Its Effect on Fish Assemblage Structure. Oecologia, 125, 283-292.
[76] Beaumont, L.J., Hughes, L. and Pitman, A. (2008) Why Is the Choice of Future Climate Scenarios for Species Distribution Modelling Important? Ecology Letters, 11, 1135-1146.
[77] Tyus, H.M. and Saunders, J.F. (2000) Nonnative Fish Control and Endangered Fish Recovery: Lessons from the Colorado River. Fisheries, 25, 17-24.

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