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Climate change and weather variability in crop modelling: Evidence from rice yield trials in India using LSTM model

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  • Reddy, Mallidi P.S.R.
  • Mathur, Ayush K.
  • Jain, Rohit K.
  • Agarwal, Sandip K.
  • Singh, Sriramjee

Abstract

No abstract is available for this item.

Suggested Citation

  • Reddy, Mallidi P.S.R. & Mathur, Ayush K. & Jain, Rohit K. & Agarwal, Sandip K. & Singh, Sriramjee, 2022. "Climate change and weather variability in crop modelling: Evidence from rice yield trials in India using LSTM model," 2024 Annual Meeting, July 28-30, New Orleans, LA 322362, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea22:322362
    DOI: 10.22004/ag.econ.322362
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    References listed on IDEAS

    as
    1. Jayaraman, T. & Murari, Kamal, . "Climate Change and Agriculture: Current and Future Trends, and Implications for India," Review of Agrarian Studies, Foundation for Agrarian Studies, vol. 4(01).
    2. Elabed, Ghada & Carter, Michael R., 2015. "Compound-risk aversion, ambiguity and the willingness to pay for microinsurance," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 150-166.
    3. Nathaniel D. Jensen & Christopher B. Barrett & Andrew G. Mude, 2016. "Index Insurance Quality and Basis Risk: Evidence from Northern Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(5), pages 1450-1469.
    4. Nathaniel Jensen & Christopher Barrett, 2017. "Agricultural Index Insurance for Development," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 39(2), pages 199-219.
    5. Maximilian Auffhammer & V. Ramanathan & Jeffrey Vincent, 2012. "Climate change, the monsoon, and rice yield in India," Climatic Change, Springer, vol. 111(2), pages 411-424, March.
    6. T. Jayaraman & Kamal Murari, 2014. "Climate Change and Agriculture: Current and Future Trends, and Implications for India," Journal, Review of Agrarian Studies, vol. 4(1), pages 1-49, February-.
    7. Hans P. Binswanger-Mkhize, 2012. "Is There Too Much Hype about Index-based Agricultural Insurance?," Journal of Development Studies, Taylor & Francis Journals, vol. 48(2), pages 187-200, February.
    8. 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.
    9. Ahmed Mushfiq Mobarak & Mark R. Rosenzweig, 2013. "Informal Risk Sharing, Index Insurance, and Risk Taking in Developing Countries," American Economic Review, American Economic Association, vol. 103(3), pages 375-380, May.
    10. 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.
    11. Jiang, Zehui & Liu, Chao & Ganapathysubramanian, Baskar & Hayes, Dermot J. & Sarkar, Soumik, 2020. "Predicting county-scale maize yields with publicly available data," ISU General Staff Papers 202009110700001775, Iowa State University, Department of Economics.
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