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Ambient Ozone and Planting Decision: Evidence From US Crop Acreage

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  • Ziheng Liu

Abstract

This study leverages the variation in upwind ozone as an arguably exogenous shock for identification and quantifies the impact of ambient ozone on planted acreage of corn and soybeans. Highlighting the importance of behavioral responses, this study finds that a one‐additional ppb of average ambient ozone reduces subsequent plantings of corn and soybean acreage by 1.59%–1.97%. Such ozone‐induced acreage shrinkage is partially achieved through acreage shifts to less‐ozone‐sensitive crops. My prediction results suggest that, when ozone concentrations are projected to fall, the expected rise in corn and soybean production by 2050 would be underestimated by 43.41%–49.72% without considering acreage adjustment.

Suggested Citation

  • Ziheng Liu, 2025. "Ambient Ozone and Planting Decision: Evidence From US Crop Acreage," Agricultural Economics, International Association of Agricultural Economists, vol. 56(5), pages 749-768, September.
    • Handle: RePEc:bla:agecon:v:56:y:2025:i:5:p:749-768
    DOI: 10.1111/agec.70029
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    1. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    2. Canfei He & Rudai Yang, 2016. "Determinants of Firm Failure: Empirical Evidence from China," Growth and Change, Wiley Blackwell, vol. 47(1), pages 72-92, March.
    3. Eric J Belasco & Joseph Cooper & Vincent H Smith, 2020. "The Development of a Weather‐based Crop Disaster Program," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 240-258, January.
    4. Michler, Jeffrey D. & Josephson, Anna & Kilic, Talip & Murray, Siobhan, 2022. "Privacy protection, measurement error, and the integration of remote sensing and socioeconomic survey data," Journal of Development Economics, Elsevier, vol. 158(C).
    5. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    6. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    7. Wang, Chunchao & Lin, Qianqian & Qiu, Yun, 2022. "Productivity loss amid invisible pollution," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    8. Ruiqing Miao & Madhu Khanna & Haixiao Huang, 2016. "Responsiveness of Crop Yield and Acreage to Prices and Climate," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(1), pages 191-211.
    9. Qing He & Oliver M. Rui, 2016. "Ownership Structure and Insider Trading: Evidence from China," Journal of Business Ethics, Springer, vol. 134(4), pages 553-574, April.
    10. Mekbib G. Haile & Matthias Kalkuhl & Joachim von Braun, 2016. "Worldwide Acreage and Yield Response to International Price Change and Volatility: A Dynamic Panel Data Analysis for Wheat, Rice, Corn, and Soybeans," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(1), pages 172-190.
    11. Pierre Mérel & Matthew Gammans, 2021. "Climate Econometrics: Can the Panel Approach Account for Long‐Run Adaptation?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(4), pages 1207-1238, August.
    12. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    13. Mariaflavia Harari & Eliana La Ferrara, 2018. "Conflict, Climate, and Cells: A Disaggregated Analysis," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 594-608, October.
    14. Christopher R. Knittel & Douglas L. Miller & Nicholas J. Sanders, 2016. "Caution, Drivers! Children Present: Traffic, Pollution, and Infant Health," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 350-366, May.
    15. Xiaomeng Cui, 2020. "Beyond Yield Response: Weather Shocks and Crop Abandonment," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(5), pages 901-932.
    16. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    17. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    18. Barry K. Goodwin & Monte L. Vandeveer & John L. Deal, 2004. "An Empirical Analysis of Acreage Effects of Participation in the Federal Crop Insurance Program," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 1058-1077.
    19. Chen, Shuai & Gong, Binlei, 2021. "Response and adaptation of agriculture to climate change: Evidence from China," Journal of Development Economics, Elsevier, vol. 148(C).
    20. Michael K. Adjemian & Aaron Smith, 2012. "Using USDA Forecasts to Estimate the Price Flexibility of Demand for Agricultural Commodities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(4), pages 978-995.
    21. Avery S. Cohn & Leah K. VanWey & Stephanie A. Spera & John F. Mustard, 2016. "Cropping frequency and area response to climate variability can exceed yield response," Nature Climate Change, Nature, vol. 6(6), pages 601-604, June.
    22. David A. Hennessy, 2006. "On Monoculture and the Structure of Crop Rotations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(4), pages 900-914.
    23. Xie, Tingting & Yuan, Ye, 2023. "Go with the wind: Spatial impacts of environmental regulations on economic activities in China," Journal of Development Economics, Elsevier, vol. 164(C).
    24. W J Wouter Botzen & Olivier Deschenes & Mark Sanders, 2019. "The Economic Impacts of Natural Disasters: A Review of Models and Empirical Studies," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 167-188.
    25. Nathan P. Hendricks & Aaron Smith & Daniel A. Sumner, 2014. "Crop Supply Dynamics and the Illusion of Partial Adjustment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1469-1491.
    26. Nikolai Cook & Anthony Heyes & Nicholas Rivers, 2023. "Clean Air and Cognitive Productivity: Effect and Adaptation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(5), pages 1265-1308.
    27. Douglas J. Miller & Andrew J. Plantinga, 1999. "Modeling Land Use Decisions with Aggregate Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 180-194.
    28. Anthony Louis D'Agostino & Wolfram Schlenker, 2016. "Recent weather fluctuations and agricultural yields: implications for climate change," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 159-171, November.
    29. Meredith Fowlie & Stephen P. Holland & Erin T. Mansur, 2012. "What Do Emissions Markets Deliver and to Whom? Evidence from Southern California's NOx Trading Program," American Economic Review, American Economic Association, vol. 102(2), pages 965-993, April.
    30. Sheng Yang & Ling-Yun He, 2016. "Transport pollution in China – Evidence from Beijing," Energy & Environment, , vol. 27(3-4), pages 377-388, May.
    31. Michael Greenstone, 2003. "Estimating Regulation-Induced Substitution: The Effect of the Clean Air Act on Water and Ground Pollution," American Economic Review, American Economic Association, vol. 93(2), pages 442-448, May.
    32. Michael J. Roberts & Wolfram Schlenker & Jonathan Eyer, 2013. "Agronomic Weather Measures in Econometric Models of Crop Yield with Implications for Climate Change," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 236-243.
    33. Helo Sarmiento, Juliana, 2023. "Into the tropics: Temperature, mortality, and access to health care in Colombia," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    34. Orn B. Bodvarsson & Jack W. Hou & Kailing Shen, 2016. "Aging and Migration: Micro and Macro Evidence from China," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 11(4), pages 548-580, December.
    35. Liu, Ziheng & Chen, Xi & Lu, Qinan, 2023. "Blowin' in the Wind of an Invisible Killer: Long-Term Exposure to Ozone and Respiratory Mortality in the United States," IZA Discussion Papers 15981, IZA Network @ LISER.
    36. Ayesh, Abubakr, 2023. "Burned agricultural biomass, air pollution and crime," Journal of Environmental Economics and Management, Elsevier, vol. 122(C).
    37. Shuai Chen & Yuyu Chen & Ziteng Lei & Jie-Sheng Tan-Soo, 2021. "Chasing Clean Air: Pollution-Induced Travels in China," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(1), pages 59-89.
    38. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2021. "Climate Change and Agriculture: Subsistence Farmers' Response to Extreme Heat," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 1-35, February.
    39. Liu, Ziheng & Lu, Qinan, 2023. "Ozone stress and crop harvesting failure: Evidence from US food production," Food Policy, Elsevier, vol. 121(C).
    40. Olivier Deschênes & Michael Greenstone & Joseph S. Shapiro, 2017. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program," American Economic Review, American Economic Association, vol. 107(10), pages 2958-2989, October.
    41. Richard Hornbeck & Pinar Keskin, 2014. "The Historically Evolving Impact of the Ogallala Aquifer: Agricultural Adaptation to Groundwater and Drought," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 190-219, January.
    42. Deschenes, Olivier & Wang, Huixia & Wang, Si & Zhang, Peng, 2020. "The effect of air pollution on body weight and obesity: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    43. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    44. Konstantinos Metaxoglou & Aaron Smith, 2020. "Productivity Spillovers From Pollution Reduction: Reducing Coal Use Increases Crop Yields," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 259-280, January.
    45. Panle Jia Barwick & Shanjun Li & Deyu Rao & Nahim Bin Zahur, 2018. "The Morbidity Cost of Air Pollution: Evidence from Consumer Spending in China," Working Papers id:12825, eSocialSciences.
    46. Tom Chang & Joshua S. Graff Zivin & Tal Gross & Matthew J. Neidell, 2019. "Corrigendum: Particulate Pollution and the Productivity of Pear Packers," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 454-456, August.
    47. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    48. Heyes, Anthony & Saberian, Soodeh, 2022. "Hot Days, the ability to Work and climate resilience: Evidence from a representative sample of 42,152 Indian households," Journal of Development Economics, Elsevier, vol. 155(C).
    49. Richard Schmalensee & Robert N. Stavins, 2025. "Policy Evolution under the Clean Air Act," World Scientific Book Chapters, in: Economics of Environment, Climate Change, and Wine Selected Papers of Robert N Stavins Volume 3 (2011–2023), chapter 10, pages 267-298, World Scientific Publishing Co. Pte. Ltd..
    50. Cui, Xiaomeng, 2020. "Climate change and adaptation in agriculture: Evidence from US cropping patterns," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
    51. Ziheng Liu, 2025. "The behavioral dimension of CO2 fertilization effect: Evidence from US harvesting records," Agricultural Economics, International Association of Agricultural Economists, vol. 56(1), pages 5-26, January.
    52. Anna Aizer & Janet Currie, 2019. "Lead and Juvenile Delinquency: New Evidence from Linked Birth, School, and Juvenile Detention Records," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 575-587, October.
    53. Zhang, Chengsi & Zhou, You, 2016. "The Global Slack Hypothesis: New Evidence from China," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 339-348.
    54. Yi, F. & McCarl, B. & Zhou, X., 2018. "Damages of Surface Ozone: Evidence from Agricultural Sector in China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276973, International Association of Agricultural Economists.
    55. Meier, Sarah & Elliott, Robert J.R. & Strobl, Eric, 2023. "The regional economic impact of wildfires: Evidence from Southern Europe," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    56. Olivier Deschênes & Michael Greenstone, 2011. "Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 152-185, October.
    57. Daichun Yi & Yuhong Huang & Gang-Zhi Fan, 2016. "Social Capital and Housing Affordability: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(8), pages 1728-1743, August.
    58. Matteo Cervellati & Elena Esposito & Uwe Sunde, 2022. "Epidemic Shocks and Civil Violence: Evidence from Malaria Outbreaks in Africa," The Review of Economics and Statistics, MIT Press, vol. 104(4), pages 780-796, October.
    59. Panle Jia Barwick & Shanjun Li & Deyu Rao & Nahim Bin Zahur, 2026. "The Health Care Cost of Air Pollution: Evidence from the World's Largest Payment Network," The Review of Economics and Statistics, MIT Press, vol. 108(1), pages 110-128, January.
    60. Jonathan Colmer, 2021. "Rainfall Variability, Child Labor, and Human Capital Accumulation in Rural Ethiopia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 858-877, May.
    61. Sebastian Axbard, 2016. "Income Opportunities and Sea Piracy in Indonesia: Evidence from Satellite Data," American Economic Journal: Applied Economics, American Economic Association, vol. 8(2), pages 154-194, April.
    62. Juliana Carneiro & Matthew A. Cole & Eric Strobl, 2021. "The Effects of Air Pollution on Students’ Cognitive Performance: Evidence from Brazilian University Entrance Tests," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(6), pages 1051-1077.
    63. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    64. Miller, Douglas & Plantinga, Andrew J., 1999. "Modeling Land Use Decisions with Aggregate Data," Staff General Research Papers Archive 1487, Iowa State University, Department of Economics.
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