Abstract
Biodiversity provides essential ecosystem services to agriculture, including pest control and pollination, yet it is declining at an alarming rate, largely due to the agricultural sector. The introduction of genetically modified (GM) crops in the United States marked a major transformation of agricultural production, as over 90% of US corn, soybean and cotton areas are now planted with GM varieties. This shift in crop cultivation has substantially altered crop management practices, most notably the types and quantities of pesticides used. Despite the magnitude of these changes, the impact on biodiversity is still poorly understood. Here we estimate the causal impact of GM crops on bird diversity in the United States and compare bird communities through time in areas with different levels of exposure to GM crops. We find that insectivorous birds benefit from GM crop adoption and that this benefit is largest in cotton. In contrast, herbivorous birds weakly decrease with GM crop adoption. Thus, while GM crop adoption has a small positive effect on overall abundance of birds, the effect is heterogeneous across species groups, with potentially important consequences for bird community composition and associated ecosystem services in agricultural landscapes.
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Data availability
All data are available on figshare at https://doi.org/10.6084/m9.figshare.25421137 (ref. 39).
Code availability
All code (for R 4.2.2) is available on figshare at https://doi.org/10.6084/m9.figshare.25421137 (ref. 39).
References
Garcıa, D., Miñarro, M. & Martınez-Sastre, R. Enhancing ecosystem services in apple orchards: nest boxes increase pest control by insectivorous birds. J. Appl. Ecol. 58, 465–475 (2021).
Karp, D. et al. Forest bolsters bird abundance, pest control and coffee yield. Ecol. Lett. 16, 1339–1347 (2013).
Barbaro, L. et al. Avian pest control in vineyards is driven by interactions between bird functional diversity and landscape heterogeneity. J. App. Ecol. 54, 500–508 (2017).
Tremblay, A., Mineau, P. & Stewart, R. Effects of bird predation on some pest insect populations in corn. Agric. Ecosyst. Environ. 83, 143–152 (2001).
Kirk, D., Evenden, M. & Mineau, P. Past and current attempts to evaluate the role of birds as predators of insect pests in temperate agriculture. Curr. Ornithol. 13, 175–269 (1996).
Rosenberg, K. et al. Decline of the North American avifauna. Science 366, 120–124 (2019).
Rigal, S. et al. Farmland practices are driving bird population decline across Europe. Proc. Natl Acad. Sci. USA 120, e2216573120 (2023).
Hallmann, C., Foppen, R., van Turnhout, C., de Kroon, H. & Jongejans, E. Declines in insectivorous birds are associated with high neonicotinoid concentrations. Nature 511, 341–343 (2014).
Whelan, C., Wenny, D. & Marquis, R. Ecosystem services provided by birds. Ann. N. Y. Acad. Sci. 1134, 25–60 (2008).
Gregory, R. & Strien, A. Wild bird indicators: using composite population trends of birds as measures of environmental health. Ornithol. Sci. 9, 3–22 (2010).
Li, Y., Miao, R. & Khanna, M. Neonicotinoids and decline in bird biodiversity in the United States. Nat. Sustain. 3, 1027–1035 (2020).
Missirian, A. Yes, in Your Backyard: Forced Technological Adoption and Spatial Externalities Working Paper. DropBox https://www.dropbox.com/s/hs79lk6cvoc4653/dicamba_paper.pdf?dl=0 (2020).
Lee, S., Moschini, G. & Perry, E. Genetically engineered varieties and applied pesticide toxicity in US maize and soybeans: heterogeneous and evolving impacts. Ecol.Econ. 211, 107873 (2023).
Carpenter, J. Impact of GM crops on biodiversity. GM Crops 2, 7–23 (2011).
Qaim, M. The economics of genetically modified crops. Annu. Rev. Resour. Econ. 1, 665–694 (2009).
Zilberman, D., Kaplan, S., Kim, E., Hochman, G. & Graff, G. Continents divided: understanding differences between Europe and North America in acceptance of GM crops. GM Crops Food 4, 202–208 (2013).
Coupe, R. & Capel, P. Trends in pesticide use on soybean, corn and cotton since the introduction of major genetically modified crops in the United States. Pest Manage. Sci. 72, 1013–1022 (2016).
Cerdeira, A. & Duke, S. The current status and environmental impacts of glyphosate-resistant crops: a review. J. Environ. Qual. 35, 1633–1658 (2006).
Benbrook, C. Impacts of genetically engineered crops on pesticide use in the US—the first sixteen years. Environ. Sci. Eur. 24, 24 (2012).
Strobl, E. Preserving local biodiversity through crop diversification. Am. J. Agric. Econ. 104, 1140–1174 (2021).
Pardieck, K., Ziolkowski Jr, D., Lutmerding, M., Aponte, V. & Hudson, M. North American Breeding Bird Survey Dataset 1966–2019 (USGS, 2020).
Mineau, P. Direct Losses of Birds to Pesticides—Beginnings of a Quantification General Technical Report (USDA Forest Service, 2005).
Moreau, J. et al. Pesticide impacts on avian species with special reference to farmland birds: a review. Environ. Monit. Assess. 194, 790 (2022).
VanBeek, K., Brawn, J. & Ward, M. Does no-till soybean farming provide any benefits for birds? Agric. Ecosyst. Environ. 185, 59–64 (2014).
Basore, N., Best, L. & Wooley Jr, J. Bird nesting in Iowa no-tillage and tilled cropland. J. Wildl. Manage. 50, 19–28 (1986).
Schulz, R., Bub, S., Petschick, L., Stehle, S. & Wolfram, J. Applied pesticide toxicity shifts toward plants and invertebrates, even in GM crops. Science 372, 81–84 (2021).
Douglas, M., Sponsler, D., Lonsdorf, E. & Grozinger, C. County-level analysis reveals a rapidly shifting landscape of insecticide hazard to honey bees (Apis mellifera) on US farmland. Sci. Rep. 10, 797 (2020).
Roy, C., Coy, P., Chen, D., Ponder, J. & Jankowski, M. Multi-scale availability of neonicotinoid-treated seed for wildlife in an agricultural landscape during spring planting. Sci. Total Environ. 682, 271–281 (2019).
Goulson, D. An overview of the environmental risks posed by neonicotinoid insecticides. J. Appl. Ecol. 50, 977–987 (2013).
Douglas, M. & Tooker, J. Meta-analysis reveals that seed-applied neonicotinoids and pyrethroids have similar negative effects on abundance of arthropod natural enemies. PeerJ 4, e2776 (2016).
Pisa, L. et al. Effects of neonicotinoids and fipronil on non-target invertebrates. Environ. Sci. Pollut. Res. 22, 68–102 (2015).
Wilman, H. et al. EltonTraits 1.0: species-level foraging attributes of the world’s birds and mammals. Ecology 95, 2027 (2014).
Abadie, A., Athey, S., Imbens, G. & Wooldridge, J. When should you adjust standard errors for clustering? Q. J. Econ. 138, 1–35 (2023).
Callaway, B. & Sant’Anna, P. Difference-in-differences with multiple time periods. J. Econom. 225, 200–230 (2021).
Thelin, G. & Stone, W. Estimation of Annual Agricultural Pesticide Use for Counties of the Conterminous United States, 1992–2009 (US Department of the Interior, US Geological Survey, 2013).
Baker, N. & Stone, W. Estimated Annual Agricultural Pesticide Use for Counties of the Conterminous United States, 2008-12 (US Department of the Interior, US Geological Survey, 2015).
Wieben, C. Estimated Annual Agricultural Pesticide Use for Counties of the Conterminous United States, 2013-17 (US Geological Survey, 2019).
Federhen, S. The NCBI taxonomy database. Nucleic Acids Res. 40, D136–D143 (2012).
Engist, D., Guzman, L. M., Larsen, A., Church, T. & Noack, F. The impact of genetically modified crops on bird diversity. figshare https://doi.org/10.6084/m9.figshare.25421137 (2024).
Adoption of Genetically Engineered Crops in the U.S. (USDA, 2022).
Acknowledgements
We thank L. M’Gonigle, R. Sargent and J. Gantois for their collaboration and advice throughout the project; the participants of the Food and Resource Economics seminar at the University of British Columbia and the TWEEDS conference 2023 in Portland, Oregon, for their valuable feedback. F.N. acknowledges funding from the SSHRC (Social Sciences and Humanities Research Council) Insight Grant ‘The Biodiversity Impact of New Crop Technologies’ (AWD-021156) and the Canada Research Chairs Program (Canada Research Chair in Economic and Environmental Interactions). A.L. acknowledges funding from the US National Science Foundation under Grant DEB-2042526. D.E. acknowledges funding from the Werner and Hildegard Hesse Fellowship in Ornithology.
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D.E. conceived the empirical strategy, assembled the data, ran the estimations and wrote the manuscript. L.M.G. and A.L. provided feedback and advice on the empirical strategy and edited the manuscript. T.C. provided feedback on pesticide toxicity data and advice on the mechanism section. F.N. provided funding, conceived the project idea and supervised the project, contributed to the empirical strategy and edited the manuscript.
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Nature Sustainability thanks Matthew Etterson, Ruiqing Miao, Pierre Mineau and John Tooker for their contribution to the peer review of this work.
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Supplementary Figs.1.1–25.2, Tables 3.1–22.2 and Discussion of Mechanisms.
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Engist, D., Guzman, L.M., Larsen, A. et al. The impact of genetically modified crops on bird diversity. Nat Sustain 7, 1149–1159 (2024). https://doi.org/10.1038/s41893-024-01390-y
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DOI: https://doi.org/10.1038/s41893-024-01390-y