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A comparison of the climate risks of cereal, citrus, grapevine and olive production in Spain


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  • Quiroga, Sonia
  • Iglesias, Ana
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    The landscape of the Mediterranean rural areas is shaped with crops that are well-adapted to semi-arid zones. In this paper we aim to understand the interactions between factors that impact agriculture and management interventions of agricultural systems - including cereal, citrus, olives and grapevine - with a special focus on climate risks. We use statistical models of yield response functions to address how temperature and precipitation variability affect the crops of a traditional Mediterranean farming system. While simple functions will never provide the level of detail possible with more complex models, the direct interpretation of the results by farmers and policy-makers may assist the risk management and decision-making process. Our results show that observed yield patterns contain substantial information on the relative importance of the climate and management variables for yield variability, responding to the critical need for knowledge on crop response to extreme precipitation and temperature events with implications for the risk management of agricultural systems. Our method was applied to address policy and management factors affecting the risk level of Mediterranean farming systems in Spain, such as the role of EU agricultural and environmental policy in yield output, as well as the risk management implications in drought conditions.

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    Article provided by Elsevier in its journal Agricultural Systems.

    Volume (Year): 101 (2009)
    Issue (Month): 1-2 (June)
    Pages: 91-100

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    Handle: RePEc:eee:agisys:v:101:y:2009:i:1-2:p:91-100

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    Keywords: Statistical models of yield response Climate variability Drought Management Mediterranean crops;


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    1. Guzmán, Gloria I. & Alonso, Antonio M., 2008. "A comparison of energy use in conventional and organic olive oil production in Spain," Agricultural Systems, Elsevier, Elsevier, vol. 98(3), pages 167-176, October.
    2. Travis J. Lybbert & David R. Just, 2007. "Is Risk Aversion Really Correlated with Wealth? How Estimated Probabilities Introduce Spurious Correlation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, Agricultural and Applied Economics Association, vol. 89(4), pages 964-979.
    3. Amos Tversky & Daniel Kahneman, 1979. "Prospect Theory: An Analysis of Decision under Risk," Levine's Working Paper Archive 7656, David K. Levine.
    4. Dixon, Bruce L. & Hollinger, Steven E. & Garcia, Philip & Tirupattur, Viswanath, 1994. "Estimating Corn Yield Response Models To Predict Impacts Of Climate Change," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 19(01), July.
    5. Ignacio Palacios-Huerta, 2001. "An Empirical Analysis of the Risk Properties of Human Capital Returns," Working Papers 2001-10, Brown University, Department of Economics.
    6. Gorski, T. & Gorska, K., 2003. "The effects of scale on crop yield variability," Agricultural Systems, Elsevier, Elsevier, vol. 78(3), pages 425-434, December.
    7. Mas-Colell, Andreu & Whinston, Michael D. & Green, Jerry R., 1995. "Microeconomic Theory," OUP Catalogue, Oxford University Press, Oxford University Press, number 9780195102680, October.
    8. Lobell, David B. & Ortiz-Monasterio, J. Ivan & Falcon, Walter P., 2007. "Yield uncertainty at the field scale evaluated with multi-year satellite data," Agricultural Systems, Elsevier, Elsevier, vol. 92(1-3), pages 76-90, January.
    9. Hansen, James W., 2002. "Realizing the potential benefits of climate prediction to agriculture: issues, approaches, challenges," Agricultural Systems, Elsevier, Elsevier, vol. 74(3), pages 309-330, December.
    10. Hansen, J. W. & Jones, J. W., 2000. "Scaling-up crop models for climate variability applications," Agricultural Systems, Elsevier, Elsevier, vol. 65(1), pages 43-72, July.
    11. Chavas, Jean-Paul & Kim, Kwansoo & Lauer, Joseph G. & Klemme, Richard M. & Bland, William L., 2001. "An Economic Analysis Of Corn Yield, Corn Profitability, And Risk At The Edge Of The Corn Belt," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 26(01), July.
    12. Dufour, J.M., 1981. "Generalized Chow Tests for Structural Change: a Coordinate-Free Approach," Cahiers de recherche, Universite de Montreal, Departement de sciences economiques 8128, Universite de Montreal, Departement de sciences economiques.
    13. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, Econometric Society, vol. 48(4), pages 817-38, May.
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    Cited by:
    1. Gil, Marina & Garrido, Alberto & Gómez-Ramos, Almudena, 2011. "Economic analysis of drought risk: An application for irrigated agriculture in Spain," Agricultural Water Management, Elsevier, vol. 98(5), pages 823-833, March.
    2. Shrestha, Shailesh & Himics, Mihaly & Van Doorslaer, Benjamin & Ciaian, Pavel, 2012. "EU wide regional impacts of climate change," 123rd Seminar, February 23-24, 2012, Dublin, Ireland, European Association of Agricultural Economists 122546, European Association of Agricultural Economists.
    3. Martínez-Alvarez, V. & García-Bastida, P.A. & Martin-Gorriz, B. & Soto-García, M., 2014. "Adaptive strategies of on-farm water management under water supply constraints in south-eastern Spain," Agricultural Water Management, Elsevier, vol. 136(C), pages 59-67.
    4. Silva, Vicente de P.R. & Campos, João H.B.C. & Silva, Madson T. & Azevedo, Pedro V., 2010. "Impact of global warming on cowpea bean cultivation in northeastern Brazil," Agricultural Water Management, Elsevier, vol. 97(11), pages 1760-1768, November.


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