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Climate-Induced Yield Changes and TFP: How Much R&D Is Necessary to Maintain the Food Supply?

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Listed:
  • Beckman, Jayson
  • Dong, Fengxia
  • Ivanic, Maros
  • Jägermeyr, Jonas
  • Villoria, Nelson

Abstract

Increasing agricultural productivity is vital to ensure that global food demand can be met. However, the impact of a changing climate on temperatures and precipitation could potentially influence agricultural productivity by affecting crop yields. This report combines the latest estimates of yield changes from the Agricultural Model Intercomparison and Improvement Project with projections of future productivity changes in the form of total factor productivity (TFP) to gain a better understanding of the future of agricultural production (and thus of food supply). Yield estimates are used from a high greenhouse gas emissions scenario (to show an upper bound, as the impact of climate on yields is the strongest) for corn, rice, soybeans, and wheat. Yield changes are then combined with TFP estimates across four scenarios where research and development (R&D) assumptions determine the rate of TFP growth. Finally, the changes in yields and TFP, in conjunction with changes in populations and incomes, are assessed to shape the projected state of food supply in 2050. The results suggest that with no additional R&D expenditures, climate change would result in a production-consumption gap. When R&D investments are increased by amounts corresponding to the remaining three scenarios, TFP growth is sufficient to mitigate the impacts of climate change and projected population/income growth to maintain production at a level to meet global demand for food.

Suggested Citation

  • Beckman, Jayson & Dong, Fengxia & Ivanic, Maros & Jägermeyr, Jonas & Villoria, Nelson, 2024. "Climate-Induced Yield Changes and TFP: How Much R&D Is Necessary to Maintain the Food Supply?," Economic Research Report 344129, United States Department of Agriculture, Economic Research Service.
  • Handle: RePEc:ags:uersrr:344129
    DOI: 10.22004/ag.econ.344129
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    References listed on IDEAS

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    1. Beckman, Jayson & Ivanic, Maros & Jelliffe, Jeremy L. & Baquedano, Felix G. & Scott, Sara G., 2020. "Economic and Food Security Impacts of Agricultural Input Reduction Under the European Union Green Deal’s Farm to Fork and Biodiversity Strategies," Agricultural Economic Reports 307277, United States Department of Agriculture, Economic Research Service.
    2. Julian M. Alston & Matthew A. Andersen & Jennifer S. James & Philip G. Pardey, 2011. "The Economic Returns to U.S. Public Agricultural Research," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(5), pages 1257-1277.
    3. Buttel, Frederick H & Kenney, Martin & Kloppenburg, Jack, Jr, 1985. "From Green Revolution to Biorevolution: Some Observations on the Changing Technological Bases of Economic Transformation in the Third World," Economic Development and Cultural Change, University of Chicago Press, vol. 34(1), pages 31-55, October.
    4. Fuglie, Keith, 2015. "Accounting for growth in global agriculture," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 4(3), pages 1-34, December.
    5. Philip G. Pardey & Connie Chan-Kang & Steven P. Dehmer & Jason M. Beddow, 2016. "Agricultural R&D is on the move," Nature, Nature, vol. 537(7620), pages 301-303, September.
    6. Douglas Gollin & Casper Worm Hansen & Asger Mose Wingender, 2021. "Two Blades of Grass: The Impact of the Green Revolution," Journal of Political Economy, University of Chicago Press, vol. 129(8), pages 2344-2384.
    7. A. J. Challinor & J. Watson & D. B. Lobell & S. M. Howden & D. R. Smith & N. Chhetri, 2014. "A meta-analysis of crop yield under climate change and adaptation," Nature Climate Change, Nature, vol. 4(4), pages 287-291, April.
    8. Jayson Beckman & R. Keeney & W. Tyner, 2011. "Feed demands and coproduct substitution in the biofuel era," Agribusiness, John Wiley & Sons, Ltd., vol. 27(1), pages 1-18, Winter.
    9. David Adam, 2021. "How far will global population rise? Researchers can’t agree," Nature, Nature, vol. 597(7877), pages 462-465, September.
    10. repec:oup:apecpp:v:40:y:2018:i:3:p:421-444. is not listed on IDEAS
    11. Ariel Ortiz-Bobea & Toby R. Ault & Carlos M. Carrillo & Robert G. Chambers & David B. Lobell, 2021. "Anthropogenic climate change has slowed global agricultural productivity growth," Nature Climate Change, Nature, vol. 11(4), pages 306-312, April.
    12. Deepak K. Ray & James S. Gerber & Graham K. MacDonald & Paul C. West, 2015. "Climate variation explains a third of global crop yield variability," Nature Communications, Nature, vol. 6(1), pages 1-9, May.
    13. Morgan, Stephen & Fuglie, Keith & Jelliffe, Jeremy, 2022. "World Agricultural Output Growth Continues to Slow, Reaching Lowest Rate in Six Decades," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, vol. 2022, December.
    14. Daniel Wallach & Linda O. Mearns & Alex C. Ruane & Reimund P. Rötter & Senthold Asseng, 2016. "Lessons from climate modeling on the design and use of ensembles for crop modeling," Climatic Change, Springer, vol. 139(3), pages 551-564, December.
    15. Keith Fuglie & Srabashi Ray & Uris Lantz C. Baldos & Thomas W. Hertel, 2022. "The R&D cost of climate mitigation in agriculture," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(4), pages 1955-1974, December.
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