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Zur Bewertung von Wetterderivaten als innovative Risikomanagementinstrumente in der Landwirtschaft

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  • Musshoff, Oliver
  • Odening, Martin
  • Xu, Wei

Abstract

The importance of weather as a production factor in agriculture is well established long time and a significant portion of yield fluctuations is caused by weather risks. Traditionally, farmers have tried to hedge against unfavorable weather using insurance, such as crop insurance. In recent years a new class of instruments, so called weather derivatives, have emerged. They allows to reduce weather based risks as well. Weather derivatives are financial market products such as forwards, futures, options and swaps, that have a weather component such as temperature or rainfall. Although weather derivatives have some advantages compared to traditional insurance, their trading volume is still rather small. One reason (among others) for why potential users hesitate to enter the market are the difficulties to determine a fair price for these products. Financial pricing methods such as the Black-Scholes formula cannot be directly applied since weather is not a tradable asset. In this article, various pricing methods are investigated and applied to actual weather data. One important finding is that there are considerable differences between the pricing methods. We identify the strengths and weaknesses of the pricing methods and give some recommendations for their application. Our results may be relevant not only for producers but also for potential sellers of weather derivatives.

Suggested Citation

  • Musshoff, Oliver & Odening, Martin & Xu, Wei, 2005. "Zur Bewertung von Wetterderivaten als innovative Risikomanagementinstrumente in der Landwirtschaft," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 54(04), pages 1-13.
    • Handle: RePEc:ags:gjagec:97216
    DOI: 10.22004/ag.econ.97216
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    References listed on IDEAS

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    1. Sean D. Campbell & Francis X. Diebold, 2005. "Weather Forecasting for Weather Derivatives," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 6-16, March.
    2. Cao, M. & Wei, J., 1999. "Pricing Weather Derivative : An Equilibrium Approach," Rotman School of Management - Finance 99-002, Rotman School of Management, University of Toronto.
    3. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    4. M. Davis, 2001. "Pricing weather derivatives by marginal value," Quantitative Finance, Taylor & Francis Journals, vol. 1(3), pages 305-308, March.
    5. Calum G. Turvey, 2001. "Weather Derivatives for Specific Event Risks in Agriculture," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(2), pages 333-351.
    6. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    7. Chambers, Robert G. & Quiggin, John C., 2004. "Technological and financial approaches to risk management in agriculture: an integrate approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 1-25.
    8. Nancy McCarthy, 2003. "Demand for rainfall-index based insurance: a case study from Morocco," EPTD discussion papers 106, International Food Policy Research Institute (IFPRI).
    9. Hirsa, Ali & Neftci, Salih N., 2013. "An Introduction to the Mathematics of Financial Derivatives," Elsevier Monographs, Elsevier, edition 3, number 9780123846822.
    10. Black, Fischer, 1976. "The pricing of commodity contracts," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 167-179.
    11. Chen, Gang & Roberts, Matthew C. & Thraen, Cameron S., 2006. "Managing Dairy Profit Risk Using Weather Derivatives," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(3), pages 1-14, December.
    12. Cox, John C & Ingersoll, Jonathan E, Jr & Ross, Stephen A, 1985. "An Intertemporal General Equilibrium Model of Asset Prices," Econometrica, Econometric Society, vol. 53(2), pages 363-384, March.
    13. Peter Alaton & Boualem Djehiche & David Stillberger, 2002. "On modelling and pricing weather derivatives," Applied Mathematical Finance, Taylor & Francis Journals, vol. 9(1), pages 1-20.
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    1. Mußhoff, O. & Odenin, M. & Wei, X., 2007. "Zur Quantifizierung des Basisrisikos von Wetterderivaten," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 42, March.
    2. Markovic, Todor & Martinovska-Stojcheska, Aleksandra & Ivanovic, Sanjin, 2012. "Risk Reduction In Corn Production With Weather Put Option," 132nd Seminar, October 25-27, 2012, Skopje, Republic of Macedonia 139496, European Association of Agricultural Economists.
    3. Christian Schaper & Ludwig Theuvsen & Achim Spiller, 2010. "Risikoneigung und Risikoverhalten von Milch-erzeugern: Eine Typologisierung," Journal of Socio-Economics in Agriculture (Until 2015: Yearbook of Socioeconomics in Agriculture), Swiss Society for Agricultural Economics and Rural Sociology, vol. 3(1), pages 157-193.
    4. Christian Schaper & Christina Beitzen-Heineke & Ludwig Theuvsen, 2008. "Finanzierung und Organisation landwirtschaftlicher Biogasanlagen: Eine empirische Untersuchung," Journal of Socio-Economics in Agriculture (Until 2015: Yearbook of Socioeconomics in Agriculture), Swiss Society for Agricultural Economics and Rural Sociology, vol. 1(1), pages 39-74.
    5. Markovic, Todor & Martinovska-Stojcheska, Aleksandra & Ivanović, Sanjin, 2013. "Risk reduction in maize production using weather put option," Agroeconomia Croatica, Croatian Society of Agricultural Economists, vol. 3(1), pages 1-5, September.

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