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Evaluating seasonal weather risks on cereal yield distributions in southern India

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  • Mohapatra, Souryabrata
  • Paltasingh, Kirtti Ranjan
  • Peddi, Dayakar
  • Sahoo, Dukhabandhu
  • Sahoo, Auro Kumar
  • Mohanty, Pritisudha

Abstract

Climate change poses significant threats to Indian agriculture, markedly through its impact on crop yields. While most existing research focuses on climate-sensitive crops like rice, relatively climate-resilient cereals such as sorghum, maize and finger and pearl millets have received less attention. This study uses district-level data from four southern states over 26 years to conduct a moment-based analysis of the effects of various climatic and non-climatic factors on these crop yields. The research offers nuanced insights into how different weather patterns influence crop yields, yield variability (risk) and downside yield risks. The study disaggregates climate variables into seasonal effects, showing that winter maximum temperatures positively affect the yields of maize and sorghum but negatively impact rice. In contrast, summer maximum temperatures generally reduce yields across all crops except finger millet, which thrives due to its heat tolerance. Monsoon rainfall boosts the yields of pearl millet, although excessive rainfall during the monsoon season increases downside risks for maize and rice. Evapotranspiration shows mixed effects, while wind speed tends to negatively affect yields, especially during the summer and monsoon seasons. Additionally, the study finds that excessive irrigation can harm rainfed crops like maize and pearl millet, while technological advancements such as HYV seeds and fertilisers positively impact yields. These findings underscore the urgent need to promote climate-resilient crop varieties, restructure irrigation subsidies and provide targeted support to smallholder farmers to enhance food security in the face of increasingly erratic seasonal conditions.

Suggested Citation

  • Mohapatra, Souryabrata & Paltasingh, Kirtti Ranjan & Peddi, Dayakar & Sahoo, Dukhabandhu & Sahoo, Auro Kumar & Mohanty, Pritisudha, 2025. "Evaluating seasonal weather risks on cereal yield distributions in southern India," MPRA Paper 125803, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:125803
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    References listed on IDEAS

    as
    1. Manohar, Pramod, 2022. "The impact of weather shocks on crop yields: Evidence from India," Agricultural and Resource Economics Review, Cambridge University Press, vol. 51(3), pages 499-516, December.
    2. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    3. D. J. Nithya & E. D. I. Oliver King & Madhura Swaminathan & P. Yuvaraj, 2025. "Strengthening the millet economy: lessons from a South Indian case study," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 17(2), pages 477-492, April.
    4. Yabin Da & Yangyang Xu & Fujin Yi & Bruce McCarl, 2024. "Climate change and winter wheat yields: the roles of freezing days and long-run adaptations," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 51(3), pages 815-843.
    5. Saumya Verma & Shreekant Gupta & Partha Sen, 2020. "Does climate change make foodgrain yields more unpredictable? Evidence from India," Working papers 305, Centre for Development Economics, Delhi School of Economics.
    6. Barnwal, Prabhat & Kotani, Koji, 2013. "Climatic impacts across agricultural crop yield distributions: An application of quantile regression on rice crops in Andhra Pradesh, India," Ecological Economics, Elsevier, vol. 87(C), pages 95-109.
    7. Souryabrata Mohapatra & Dukhabandhu Sahoo & Auro Kumar Sahoo & Basil Sharp & Le Wen, 2024. "Heterogeneous climate effect on crop yield and associated risks to water security in India," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 40(3), pages 345-378, May.
    8. Huili Chen & Zhongyao Liang & Yong Liu & Qingsong Jiang & Shuguang Xie, 2018. "Effects of drought and flood on crop production in China across 1949–2015: spatial heterogeneity analysis with Bayesian hierarchical modeling," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 92(1), pages 525-541, May.
    9. Antle, John M, 1983. "Testing the Stochastic Structure of Production: A Flexible Moment-based Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(3), pages 192-201, July.
    10. Birthal, Pratap S. & Roy, Devesh & Negi, Digvijay S., 2015. "Assessing the Impact of Crop Diversification on Farm Poverty in India," World Development, Elsevier, vol. 72(C), pages 70-92.
    11. Kim, Kwansoo & Chavas, Jean-Paul, 2003. "Technological change and risk management: an application to the economics of corn production," Agricultural Economics, Blackwell, vol. 29(2), pages 125-142, October.
    12. Kulkarni, Kedar, 2021. "Quantifying Vulnerability of Crop Yields in India to Weather Extremes," 2021 Annual Meeting, August 1-3, Austin, Texas 313879, Agricultural and Applied Economics Association.
    13. Basavaraja, H. & Hugar, A.Y. & Mahajanashetti, S.B. & Angadi, V.V. & Rao, B. Dayakar, 2005. "Kharif Sorghum in Karnataka: An Economic Analysis," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 18(2), July.
    14. Salvatore Di Falco & Jean-Paul Chavas, 2006. "Crop genetic diversity, farm productivity and the management of environmental risk in rainfed agriculture," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(3), pages 289-314, September.
    15. Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.
    16. Kabubo-Mariara, Jane & Karanja, Fredrick K, 2007. "The economic impact of climate change on Kenyan crop agriculture : a ricardian approach," Policy Research Working Paper Series 4334, The World Bank.
    17. John M. Antle, 1987. "Econometric Estimation of Producers' Risk Attitudes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(3), pages 509-522.
    18. Akber, Nusrat & Paltasingh, Kirtti Ranjan & Mishra, Ashok K., 2022. "How can public policy encourage private investments in Indian agriculture? Input subsidies vs. public investment," Food Policy, Elsevier, vol. 107(C).
    19. Mukasa, Adamon N., 2018. "Technology adoption and risk exposure among smallholder farmers: Panel data evidence from Tanzania and Uganda," World Development, Elsevier, vol. 105(C), pages 299-309.
    20. Barbier, Edward B. & Hochard, Jacob P., 2018. "Poverty, rural population distribution and climate change," Environment and Development Economics, Cambridge University Press, vol. 23(3), pages 234-256, June.
    21. Jean‐Paul Chavas, 2019. "Adverse Shocks in Agriculture: The Assessment and Management of Downside Risk," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(3), pages 731-748, September.
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    Cited by:

    1. Jena, Pratap Kumar & Paltasingh, Kirtti Ranjan & Mohapatra, Souryabrata & Mishra, Ashok, 2025. "Impact of weather variability on crop yields and land use dynamics in Odisha, India: Short-and long-term effects," MPRA Paper 125806, University Library of Munich, Germany.

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    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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