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The behavioral dimension of CO2 fertilization effect: Evidence from US harvesting records

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  • Ziheng Liu

Abstract

The CO2 fertilization effect has been demonstrated to boost crop production by enhancing photosynthesis and reducing drought stress. In addition to this biological channel, there is also a behavioral margin for the CO2 fertilization effect that was previously unnoticed. I find evidence that an additional ppm of average CO2 concentration leads to increases in the corn and soybean harvested ratios of .57 and .75 percentage points, respectively. My predictions suggest that, without considering the adjustment in harvesting decision, the crop production benefits from CO2 fertilization effect would be biasedly estimated for both corn and soybeans, which broadens the understanding of farmers’ behavioral responses to environmental stimuli and extends the knowledge on how CO2 would benefit crop production.

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  • 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.
  • Handle: RePEc:bla:agecon:v:56:y:2025:i:1:p:5-26
    DOI: 10.1111/agec.12860
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    1. Lindsey L. Sloat & Steven J. Davis & James S. Gerber & Frances C. Moore & Deepak K. Ray & Paul C. West & Nathaniel D. Mueller, 2020. "Climate adaptation by crop migration," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    2. 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.
    3. Barreca, Alan I., 2012. "Climate change, humidity, and mortality in the United States," Journal of Environmental Economics and Management, Elsevier, vol. 63(1), pages 19-34.
    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. Jesse B. Tack & David Ubilava, 2015. "Climate and agricultural risk: measuring the effect of ENSO on U.S. crop insurance," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 245-257, March.
    6. Katharina Grabrucker & Michael Grimm, 2021. "Is There a Rainbow after the Rain? How Do Agricultural Shocks Affect Non‐Farm Enterprises? Evidence from Thailand," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1612-1636, October.
    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. Garth Heutel & Nolan H. Miller & David Molitor, 2021. "Adaptation and the Mortality Effects of Temperature across U.S. Climate Regions," The Review of Economics and Statistics, MIT Press, vol. 103(4), pages 740-753, October.
    10. 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.
    11. 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.
    12. 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.
    13. Liu, Ziheng & Lu, Qinan, 2024. "Carbon dioxide fertilization, carbon neutrality, and food security," China Economic Review, Elsevier, vol. 85(C).
    14. Malvina Bondy & Sefi Roth & Lutz Sager, 2020. "Crime Is in the Air: The Contemporaneous Relationship between Air Pollution and Crime," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(3), pages 555-585.
    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. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, June.
    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. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    21. Joshua Graff Zivin & Matthew Neidell, 2013. "Environment, Health, and Human Capital," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 689-730, September.
    22. 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.
    23. Xiaomeng Cui & Wei Xie, 2022. "Adapting Agriculture to Climate Change through Growing Season Adjustments: Evidence from Corn in China," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 249-272, January.
    24. Esha Zaveri & David Lobell, 2019. "The role of irrigation in changing wheat yields and heat sensitivity in India," Nature Communications, Nature, vol. 10(1), pages 1-7, December.
    25. Kentaro Kawasaki, 2019. "Two Harvests Are Better than One: Double Cropping as a Strategy for Climate Change Adaptation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(1), pages 172-192.
    26. Olivier Deschenes & Michael Greenstone & Jonathan Guryan, 2009. "Climate Change and Birth Weight," American Economic Review, American Economic Association, vol. 99(2), pages 211-217, May.
    27. Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2006. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 113-125, February.
    28. Meza, Francisco J. & Silva, Daniel & Vigil, Hernan, 2008. "Climate change impacts on irrigated maize in Mediterranean climates: Evaluation of double cropping as an emerging adaptation alternative," Agricultural Systems, Elsevier, vol. 98(1), pages 21-30, July.
    29. He, Guojun & Fan, Maoyong & Zhou, Maigeng, 2016. "The effect of air pollution on mortality in China: Evidence from the 2008 Beijing Olympic Games," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 18-39.
    30. 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.
    31. Yu Qin & Hongjia Zhu, 2018. "Run away? Air pollution and emigration interests in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(1), pages 235-266, January.
    32. 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.
    33. 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.
    34. Elodie Blanc & Wolfram Schlenker, 2017. "The Use of Panel Models in Assessments of Climate Impacts on Agriculture," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 258-279.
    35. 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.
    36. David P. Keller & Ellias Y. Feng & Andreas Oschlies, 2014. "Potential climate engineering effectiveness and side effects during a high carbon dioxide-emission scenario," Nature Communications, Nature, vol. 5(1), pages 1-11, May.
    37. 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.
    38. Enrico Moretti & Matthew Neidell, 2011. "Pollution, Health, and Avoidance Behavior: Evidence from the Ports of Los Angeles," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 154-175.
    39. 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.
    40. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    41. Yusuke Kuwayama & Alexandra Thompson & Richard Bernknopf & Benjamin Zaitchik & Peter Vail, 2019. "Estimating the Impact of Drought on Agriculture Using the U.S. Drought Monitor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(1), pages 193-210.
    42. Jonathan Colmer, 2021. "Temperature, Labor Reallocation, and Industrial Production: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 13(4), pages 101-124, October.
    43. Liu, Ziheng & Lu, Qinan, 2023. "Ozone stress and crop harvesting failure: Evidence from US food production," Food Policy, Elsevier, vol. 121(C).
    44. Ariel Ortiz-Bobea & Richard E. Just, 2013. "Modeling the Structure of Adaptation in Climate Change Impact Assessment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 244-251.
    45. Daniel J. Wilson, 2019. "Clearing the Fog: The Predictive Power of Weather for Employment Reports and Their Asset Price Responses," American Economic Review: Insights, American Economic Association, vol. 1(3), pages 373-388, December.
    46. 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.
    47. Maximilian Auffhammer & Wolfram Schlenker, 2013. "It’s not just the statistical model. A comment on Seo (2013)," Climatic Change, Springer, vol. 121(2), pages 125-128, November.
    48. Wu, Mingqin & Cao, Xun, 2021. "Greening the career incentive structure for local officials in China: Does less pollution increase the chances of promotion for Chinese local leaders?," Journal of Environmental Economics and Management, Elsevier, vol. 107(C).
    49. 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).
    50. Maximilian Auffhammer & Ryan Kellogg, 2011. "Clearing the Air? The Effects of Gasoline Content Regulation on Air Quality," American Economic Review, American Economic Association, vol. 101(6), pages 2687-2722, October.
    51. Aaron M. Shew & Jesse B. Tack & Lawton L. Nalley & Petronella Chaminuka, 2020. "Yield reduction under climate warming varies among wheat cultivars in South Africa," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    52. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    53. 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.
    54. Kentaro Kawasaki & Shinsuke Uchida, 2016. "Quality Matters More Than Quantity: Asymmetric Temperature Effects on Crop Yield and Quality Grade," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1195-1209.
    55. Carl-Friedrich Schleussner & Joeri Rogelj & Michiel Schaeffer & Tabea Lissner & Rachel Licker & Erich M. Fischer & Reto Knutti & Anders Levermann & Katja Frieler & William Hare, 2016. "Science and policy characteristics of the Paris Agreement temperature goal," Nature Climate Change, Nature, vol. 6(9), pages 827-835, September.
    56. 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.
    57. 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.
    58. 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).
    59. Cui, Xiaomeng, 2020. "Climate change and adaptation in agriculture: Evidence from US cropping patterns," Journal of Environmental Economics and Management, Elsevier, vol. 101(C).
    60. Olivier Deschênes & Michael Greenstone, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Reply," American Economic Review, American Economic Association, vol. 102(7), pages 3761-3773, December.
    61. Chen, Shuai & Oliva, Paulina & Zhang, Peng, 2022. "The effect of air pollution on migration: Evidence from China," Journal of Development Economics, Elsevier, vol. 156(C).
    62. Liu, Ziheng & Lu, Qinan, 2023. "Invisible pollution and hypertension: Evidence from the aging population in China," China Economic Review, Elsevier, vol. 82(C).
    63. Shihe Fu & V Brian Viard & Peng Zhang, 2021. "Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China [Management and shocks to worker productivity]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3241-3273.
    64. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 768-809.
    65. Janet Currie & Eric A. Hanushek & E. Megan Kahn & Matthew Neidell & Steven G. Rivkin, 2009. "Does Pollution Increase School Absences?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 682-694, November.
    66. Ram Fishman, 2018. "Groundwater depletion limits the scope for adaptation to increased rainfall variability in India," Climatic Change, Springer, vol. 147(1), pages 195-209, March.
    67. 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.
    68. Gaurav Arora & Hongli Feng & Christopher J. Anderson & David A. Hennessy, 2020. "Evidence of climate change impacts on crop comparative advantage and land use," Agricultural Economics, International Association of Agricultural Economists, vol. 51(2), pages 221-236, March.
    69. 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.
    70. 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.
    71. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    72. 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.
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