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Modelling the effects of climate change on the profitability of Australian farms

Author

Listed:
  • Neal Hughes

    (Australian Bureau of Agricultural and Resource Economics and Sciences)

  • Michael Lu

    (Australian Bureau of Agricultural and Resource Economics and Sciences)

  • Wei Ying Soh

    (Australian Bureau of Agricultural and Resource Economics and Sciences)

  • Kenton Lawson

    (Australian Bureau of Agricultural and Resource Economics and Sciences)

Abstract

Recent shifts in the Australian climate including both higher temperatures and lower winter rainfall have had significant effects on the agriculture sector. Despite these recent trends, there remains uncertainty over the future climate and its potential impacts on Australian farm businesses. In this study, a statistical model of Australian cropping and livestock farms is combined with downscaled temperature and rainfall projections for 2050, to simulate the effects of climate change on farm profits. These future projections are compared against both a historical reference climate (1950 to 2000) and recent conditions (2001 to 2020). The results provide an indication of ‘adaptation pressure’: showing which regions, sectors and farm types may be under greater pressure to adapt or adjust to climate change. Future scenarios produce a wide range of outcomes, with simulated change in average farm profits (without any long-run adaptation or technological advance) ranging from −2 to -32% under RCP4.5 and −11 to −50% under RCP8.5, compared with a decline of 22.3% under observed post-2000 conditions (all relative to 1950 to 2000 climate). In contrast with the recent observed changes, projections show relatively moderate effects in south-eastern Australia, but relatively stronger effects for livestock farms in northern Australia.

Suggested Citation

  • Neal Hughes & Michael Lu & Wei Ying Soh & Kenton Lawson, 2022. "Modelling the effects of climate change on the profitability of Australian farms," Climatic Change, Springer, vol. 172(1), pages 1-22, May.
    • Handle: RePEc:spr:climat:v:172:y:2022:i:1:d:10.1007_s10584-022-03356-5
    DOI: 10.1007/s10584-022-03356-5
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    1. 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.
    2. Rodriguez, Daniel & Cox, Howard & deVoil, Peter & Power, Brendan, 2014. "A participatory whole farm modelling approach to understand impacts and increase preparedness to climate change in Australia," Agricultural Systems, Elsevier, vol. 126(C), pages 50-61.
    3. John K. Horowitz & John Quiggin, 1999. "The Impact of Global Warming on Agriculture: A Ricardian Analysis: Comment," American Economic Review, American Economic Association, vol. 89(4), pages 1044-1045, September.
    4. Ghahramani, Afshin & Bowran, David, 2018. "Transformative and systemic climate change adaptations in mixed crop-livestock farming systems," Agricultural Systems, Elsevier, vol. 164(C), pages 236-251.
    5. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-771, September.
    6. Blanco, María & Ramos, Fabien & Van Doorslaer, Benjamin & Martínez, Pilar & Fumagalli, Davide & Ceglar, Andrej & Fernández, Francisco J., 2017. "Climate change impacts on EU agriculture: A regionalized perspective taking into account market-driven adjustments," Agricultural Systems, Elsevier, vol. 156(C), pages 52-66.
    7. Andrew L. Fletcher & Chao Chen & Noboru Ota & Roger A. Lawes & Yvette M. Oliver, 2020. "Has historic climate change affected the spatial distribution of water-limited wheat yield across Western Australia?," Climatic Change, Springer, vol. 159(3), pages 347-364, April.
    8. Severen, Christopher & Costello, Christopher & Deschênes, Olivier, 2018. "A Forward-Looking Ricardian Approach: Do land markets capitalize climate change forecasts?," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 235-254.
    9. Ghahramani, Afshin & Moore, Andrew D., 2016. "Impact of climate changes on existing crop-livestock farming systems," Agricultural Systems, Elsevier, vol. 146(C), pages 142-155.
    10. Ghahramani, Afshin & Kingwell, Ross S. & Maraseni, Tek Narayan, 2020. "Land use change in Australian mixed crop-livestock systems as a transformative climate change adaptation," Agricultural Systems, Elsevier, vol. 180(C).
    11. Friedman, Jerome H., 2002. "Stochastic gradient boosting," Computational Statistics & Data Analysis, Elsevier, vol. 38(4), pages 367-378, February.
    12. John M Antle, 2019. "Data, Economics and Computational Agricultural Science," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(2), pages 365-382.
    13. Thamo, Tas & Addai, Donkor & Pannell, David J. & Robertson, Michael J. & Thomas, Dean T. & Young, John M., 2017. "Climate change impacts and farm-level adaptation: Economic analysis of a mixed cropping–livestock system," Agricultural Systems, Elsevier, vol. 150(C), pages 99-108.
    14. Chancellor, Will & Hughes, Neal & Zhao, Shiji & Soh, Wei Ying & Valle, Haydn & Boult, Christopher, 2021. "Controlling for the effects of climate on total factor productivity: A case study of Australian farms," Food Policy, Elsevier, vol. 102(C).
    15. B. L. Gardner & G. C. Rausser (ed.), 2001. "Handbook of Agricultural Economics," Handbook of Agricultural Economics, Elsevier, edition 1, volume 1, number 2.
    16. B. L. Gardner & G. C. Rausser (ed.), 2001. "Handbook of Agricultural Economics," Handbook of Agricultural Economics, Elsevier, edition 1, volume 1, number 1.
    17. Islam, Nazrul & Xayavong, Vilaphonh & Kingwell, Ross, 2014. "Broadacre farm productivity and profitability in south-western Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(2), April.
    18. 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.
    19. Mundlak, Yair, 2001. "Production and supply," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 1, pages 3-85, Elsevier.
    20. Elodie Blanc & John Reilly, 2017. "Approaches to Assessing Climate Change Impacts on Agriculture: An Overview of the Debate," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 247-257.
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    Cited by:

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    2. Sadeeka L. Jayasinghe & Dean T. Thomas & Jonathan P. Anderson & Chao Chen & Ben C. T. Macdonald, 2023. "Global Application of Regenerative Agriculture: A Review of Definitions and Assessment Approaches," Sustainability, MDPI, vol. 15(22), pages 1-49, November.

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