Acta Univ. Agric. Silvic. Mendelianae Brun. 2016, 64(4), 1303-1309 | DOI: 10.11118/actaun201664041303
Weather Risk Management in Agriculture
- Department of Finance, Faculty of Economics, Technical University of Košice, B. Němcovej 32, 040 01 Košice, Slovak Republic
The paper focuses on valuation of a weather derivative with payoffs depending on temperature. We use historical data from the weather station in the Slovak town Košice to obtain unique prices of option contracts in an incomplete market. Numerical examples of prices of some contracts are presented, using the Burn analysis. We provide an example of how a weather contract can be designed to hedge the financial risk of a suboptimal temperature condition. The comparative comparison of the selected option hedging strategies has shown the best results for the producers in agricultural industries who hedges against an unfavourable weather conditions. The results of analysis proved that by buying put option or call option, the farmer establishes the highest payoff in the case of temperature decrease or increase. The Long Straddle Strategy is the most expensive but is available to the farmer who hedges against a high volatility in temperature movement. We conclude with the findings that weather derivatives could be useful tools to diminish the financial losses for agricultural industries highly dependent for temperature.
Keywords: weather derivative, option contract, temperature, Burn analysis, hedging
Prepublished online: August 30, 2016; Published: September 1, 2016 Show citation
References
- ALATON, P., DJEHICHE, B. and STILLBERGER, D. 2002. On modelling and pricing weather derivatives. Applied mathematical finance, 9(1): 1 - 20. DOI: 10.1080/13504860210132897
Go to original source...
- ALEXANDRIDIS, A. K. and ZAPRANIS, A. D. 2013. Weather derivatives. New York: Springer.
Go to original source...
- BENTH, F. E. and BENTH, J. S. 2011. Weather Derivatives and Stochastic Modelling of Temperature. International Journal of Stochastic Analysis, 2011: Article ID 576791. DOI: 10.1155/2011/576791
Go to original source...
- BENTH, J. Š. and BENTH, F. E. 2012. A critical view on temperature modelling for application in weather derivatives markets. Energy Economics, 34(2): 592 - 602. DOI: 10.1016/j.eneco.2011.09.012
Go to original source...
- CHEN, C., LEI, C., DENG, A. et al. 2011. Will higher minimum temperatures increase corn production in Northeast China? An analysis of historical data over 1965 - 2008. Agricultural and Forest Meteorology, 151(12): 1580 - 1588. DOI: 10.1016/j.agrformet.2011.06.013
Go to original source...
- CONSIDINE, G. 2000. Introduction to Weather Derivatives. Weather Derivatives Group, Aquila Energy.
- CYR, D., KUSY, M. and SHAW, A.B. 2010. Climate change and the potential use of weather derivatives to hedge vineyard harvest rainfall risk in the Niagara region. Journal of Wine Research, 21(2 - 3): 207 - 227. DOI: 10.1080/09571264.2010.530112
Go to original source...
- ČERNÝ, I., VEVERKOVÁ, A., KOVÁR, M. et al. 2013. The variability of sunflower (Helianthus annuus L.) yield and quality influenced by wheater conditions. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 61(3): 595 - 600. DOI: 10.11118/actaun201361030595
Go to original source...
- DISCHEL, R. S. 2002. Climate Risk and the Weather Market: Financial Risk Management With Weather Hedges. London: Risk Publications.
- ENDER, M. and ZHANG, R. 2015. Efficiency of weather derivatives for Chinese agriculture industry. China Agricultural Economic Review, 7(1): 102 - 121. DOI: 10.1108/CAER-06-2013-0089
Go to original source...
- FUKALOVÁ, P., STŘEDOVÁ, H. and VEJTASOVÁ, K. 2014. Development and prediction of selected temperature and precipitation characteristics in Southern Moravia. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 62(1): 91 - 98. DOI: 10.11118/actaun201462010091
Go to original source...
- GARCIA, A. F. and STURZENEGGER, F. 2001. Hedging corporate revenues with weather derivatives: A case study. [Online]. Available at: http://www.hec.unil.ch/cms_mbf/master_thesis/0004.pdf. [Accessed 2015, August 26].
- HARČARIKOVÁ, M. 2015. Proposal of new outperformance certificates in agricultural market. Agricultural Economics (Czech Republic), 61(9): 400 - 409.
Go to original source...
- HARČARIKOVÁ, M. and BÁNOCIOVÁ, A. 2015. Analysis of using options to the express certificates formation. Economic Research-Ekonomska Istraživanja, 28(1): 354 - 366. DOI: 10.1080/1331677X.2015.1043776
Go to original source...
- JONES, T. L. 2011. Agricultural applications of weather derivatives. International Business & Economics Research Journal, 6(6): 53 - 60.
Go to original source...
- MUSSHOFF, O., ODENING, M., and XU, W. 2011. Management of climate risks in agriculture-will weather derivatives permeate? Applied Economics, 43(9): 1067 - 1077. DOI: 10.1080/00036840802600210
Go to original source...
- PÉREZ - GONZÁLEZ, F. and YUN, H. 2013. Risk management and firm value: Evidence from weather derivatives. The Journal of Finance, 68(5): 2143 - 2176. DOI: 10.1111/jofi.12061
Go to original source...
- PLATEN, E. and WEST, J. 2004. Fair pricing of weather derivatives. [Online]. Available at: http://www.qfrc.uts.edu.au/research/research_papers/rp106.pdf. [Accessed 2015, August 26].
- ROUSTANT, O., LAURENT, J., BAY, X. and CARRARO, L. 2003. Model risk in the pricing of weather derivatives. [Online]. Available at: http://laurent.jeanpaul.free.fr/weather_estimation_risk.pdf. [Accessed 2015, August 26].
- SCHILLER, F., SEIDLER, G. and WIMMER, M. 2012. Temperature models for pricing weather derivatives. Quantitative Finance, 12(3): 489 - 500. DOI: 10.1080/14697681003777097
Go to original source...
- SPICKA, J. and HNILICA, J. 2013. A methodical approach to design and valuation of weather derivatives in agriculture. Advances in Meteorology, 2013: Article ID 146036. DOI: 10.1155/2013/146036
Go to original source...
- ŠOLTÉS, M. 2010. Relationship of speed certificates and inverse vertical ratio call back spread option strategy. E+M Economics and Management, 13(2): 119 - 124.
- ŠOLTÉS, M. and PINKA, L. 2015. Innovation in Alternative Forms of Investments. Polish Journal of Management Studies, 11(1): 168 - 178.
- ŠOLTÉS,V. 2011. The Application of the Long and Short Combo Option Strategies in the Building of Structured Products. In: Liberec Economic Forum 2011: proceedings of the 10th international conference. Technical University of Liberec, 19 - 20 September 2011. Liberec: Technical University of Liberec, 481 - 487.
- ŠOLTÉS, V. and HARČARIKOVÁ, M. 2015. Analysis of Using Barrier Options to the Formation of New Structured Products. Mediterranean Journal of Social Sciences, 6(2): 303 - 311.
Go to original source...
- TAUŠER, J. and ČAJKA, R. 2014. Weather derivatives and hedging the weather risks. Agricultural Economics (Czech Republic), 60(7): 309 - 313.
Go to original source...
- VELECKÁ, M., JAVOROVÁ, J., FALTA, D. G. et al. 2014. The Effect of Temperature and Time of Day on Welfare Indices in Loose - housed Holstein Cows. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 62(3): 565 - 570. DOI: 10.11118/actaun201462030565
Go to original source...
- ZAPRANIS, A. D. and ALEXANDRIDIS, A. K. 2009. Weather Derivatives Pricing: Modeling the Seasonal Residual Variance of an Ornstein-Uhlenbeck Temperature Process with Neural Networks. Neurocomputing, 73(1): 37 - 48. DOI: 10.1016/j.neucom.2009.01.018
Go to original source...
- ZAPRANIS, A. D. and ALEXANDRIDIS, A. K. 2011. Modeling and forecasting cumulative average temperature and heating degree day indices for weather derivative pricing. Neural Computing and Applications, 20: 787 - 801. DOI: 10.1007/s00521-010-0494-1
Go to original source...
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