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Risk aversion and optimal management of an uneven-aged forest under risk of windthrow: A Markov decision process approach

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  • Couture, Stéphane
  • Cros, Marie-Josée
  • Sabbadin, Régis

Abstract

Forests are increasingly threatened by windthrows but those composed of uneven-aged stand plots are generally less impacted by their effects. As a consequence, the management of such forests should be based on a joint management of all their different uneven-aged stand plots. This article determines the optimal management regime of uneven-aged forests under risk of windthrow and furthermore takes the risk preferences of the forest owner into account. This study analyzes optimal harvesting of uneven-aged stand plots by applying a Markov decision process (MDP) framework using an economic description of uneven-aged forestry. Two management types are considered: the joint uneven-aged forest management model in which the forest owner jointly manages all the different stand plots, and the independent uneven-aged forest management model that assumes that the forest owner independently manages each plot of the forest. The MDP framework is applied to a non-industrial private forest owner located in northeastern France. First, we show that the forest owner tends to converge toward a forest structure that is close to a normal forest in the joint uneven-aged forest management model. Second, we find that the independent uneven-aged forest management model poorly approximates the optimal multi-stand harvesting policy. Third, and more surprisingly, the levels of windthrow probability changes considered have little influence on the optimal harvesting strategies of the forest owner. Lastly, in contrast, the forest owner's risk aversion is shown to have a strong influence on the optimal policy.

Suggested Citation

  • Couture, Stéphane & Cros, Marie-Josée & Sabbadin, Régis, 2016. "Risk aversion and optimal management of an uneven-aged forest under risk of windthrow: A Markov decision process approach," Journal of Forest Economics, Elsevier, vol. 25(C), pages 94-114.
  • Handle: RePEc:eee:foreco:v:25:y:2016:i:c:p:94-114
    DOI: 10.1016/j.jfe.2016.08.002
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    1. Hyytiainen, Kari & Penttinen, Markku, 2008. "Applying portfolio optimisation to the harvesting decisions of non-industrial private forest owners," Forest Policy and Economics, Elsevier, vol. 10(3), pages 151-160, January.
    2. Buongiorno, Joseph & Zhou, Mo, 2011. "Further generalization of Faustmann's formula for stochastic interest rates," Journal of Forest Economics, Elsevier, vol. 17(3), pages 248-257, August.
    3. Eric Nazindigouba KERE & Jérôme FONCEL & Marielle BRUNETTE, 2014. "Attitude towards Risk and Production Decision: An Empirical analysis on French private forest owners," Working Papers 201410, CERDI.
    4. Zhou, Mo & Buongiorno, Joseph, 2011. "Effects of stochastic interest rates in decision making under risk: A Markov decision process model for forest management," Forest Policy and Economics, Elsevier, vol. 13(5), pages 402-410, June.
    5. Couture, Stéphane & Reynaud, Arnaud, 2011. "Forest management under fire risk when forest carbon sequestration has value," Ecological Economics, Elsevier, vol. 70(11), pages 2002-2011, September.
    6. Tapan Mitra & Henry Y. Wan, 1985. "Some Theoretical Results on the Economics of Forestry," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(2), pages 263-282.
    7. Loisel, Patrice, 2014. "Impact of storm risk on Faustmann rotation," Forest Policy and Economics, Elsevier, vol. 38(C), pages 191-198.
    8. Alvarez, Luis H.R. & Koskela, Erkki, 2006. "Does risk aversion accelerate optimal forest rotation under uncertainty?," Journal of Forest Economics, Elsevier, vol. 12(3), pages 171-184, December.
    9. Schou, Erik & Thorsen, Bo Jellesmark & Jacobsen, Jette Bredahl, 2015. "Regeneration decisions in forestry under climate change related uncertainties and risks: Effects of three different aspects of uncertainty," Forest Policy and Economics, Elsevier, vol. 50(C), pages 11-19.
    10. Andersson, Mats, 2012. "Assessing non-industrial private forest owners’ attitudes to risk: Do owner and property characteristics matter?," Journal of Forest Economics, Elsevier, vol. 18(1), pages 3-13.
    11. Hildebrandt, Patrick & Knoke, Thomas, 2011. "Investment decisions under uncertainty--A methodological review on forest science studies," Forest Policy and Economics, Elsevier, vol. 13(1), pages 1-15, January.
    12. Sabbadin, Régis & Spring, Danny & Rabier, Charles-Elie, 2007. "Dynamic reserve site selection under contagion risk of deforestation," Ecological Modelling, Elsevier, vol. 201(1), pages 75-81.
    13. Ching-Rong Lin & Joseph Buongiorno, 1998. "Tree Diversity, Landscape Diversity, and Economics of Maple-Birch Forests: Implications of Markovian Models," Management Science, INFORMS, vol. 44(10), pages 1351-1366, October.
    14. Marielle Brunette & Stéphane Couture & Jacques Laye, 2015. "Optimising forest management under storm risk with a Markov decision process model," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 4(2), pages 141-163, July.
    15. Williams, Byron K., 2009. "Markov decision processes in natural resources management: Observability and uncertainty," Ecological Modelling, Elsevier, vol. 220(6), pages 830-840.
    16. Olli Tahvonen, 2004. "Optimal Harvesting Of Forest Age Classes: A Survey Of Some Recent Results," Mathematical Population Studies, Taylor & Francis Journals, vol. 11(3-4), pages 205-232.
    17. Marielle Brunette & Jérôme Foncel & Nazindigouba Eric Kéré, 2014. "Attitude towards Risk and Production Decision: An Empirical analysis on French private forest owners," Working Papers halshs-00981350, HAL.
    18. V. Przyluski & Stéphane Hallegatte, 2012. "Gestion des risques naturels : Leçons de la tempête Xynthia," Post-Print hal-00802057, HAL.
    19. Stéphane S. Couture & Arnaud A. Reynaud, 2011. "Forest management under fire risk when forest carbon sequestration has value," Post-Print hal-02651317, HAL.
    20. Peter Berck, 1979. "The Economics of Timber: A Renewable Resource in the Long Run," Bell Journal of Economics, The RAND Corporation, vol. 10(2), pages 447-462, Autumn.
    21. Laurence Reeves & Robert Haight, 2000. "Timber harvest scheduling with price uncertainty using Markowitz portfolio optimization," Annals of Operations Research, Springer, vol. 95(1), pages 229-250, January.
    22. Salo, Seppo & Tahvonen, Olli, 2003. "On the economics of forest vintages," Journal of Economic Dynamics and Control, Elsevier, vol. 27(8), pages 1411-1435, June.
    23. Andersson, Mats & Gong, Peichen, 2010. "Risk preferences, risk perceptions and timber harvest decisions -- An empirical study of nonindustrial private forest owners in northern Sweden," Forest Policy and Economics, Elsevier, vol. 12(5), pages 330-339, June.
    24. L. Eeckhoudt & C. Gollier & H. Schlesinger, 2005. "Economic and financial decisions under risk," Post-Print hal-00325882, HAL.
    25. Nicklas Forsell & Peder Wikström & Frédérick Garcia & Régis Sabbadin & Kristina Blennow & Ljusk Eriksson, 2011. "Management of the risk of wind damage in forestry: a graph-based Markov decision process approach," Annals of Operations Research, Springer, vol. 190(1), pages 57-74, October.
    26. Seppo Salo & Olli Tahvonen, 2004. "Renewable Resources with Endogenous Age Classes and Allocation of Land," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 513-530.
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    3. Friedrich, Stefan & Paul, Carola & Brandl, Susanne & Biber, Peter & Messerer, Katharina & Knoke, Thomas, 2019. "Economic impact of growth effects in mixed stands of Norway spruce and European beech – A simulation based study," Forest Policy and Economics, Elsevier, vol. 104(C), pages 65-80.

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