Skip to main content

Advertisement

Log in

Using portfolio theory to guide reforestation and restoration under climate change scenarios

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

The general problem addressed by this study is that of designing a decision support system for planned adaptation to climate change that uses the principles of modern portfolio theory to minimise risk and maximise return of adaptive actions in an environment of deep uncertainty over future climate scenarios. Here we show how modern portfolio theory can use the results of a climate change impact model to select an optimal set of seed sources to be used in regenerating forests of white spruce in an environment of multiple, equally plausible future climates. This study shows that components of solutions are not selected to perform equally well across all plausible futures; but rather, that components are selected to specialise in particular climate scenarios. The innovation of this research rests in demonstrating that the powerful and widely used principles of quantifying and planning for risk and return in the uncertain environment of asset markets can be applied successfully to serve the objectives of planned adaptation to climate change.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Box EO, Crumpacker DW, Hardin ED (1999) Predicted effects climatic change on distribution of ecologically important native tree and shrub species in Florida. Climatic Change 41:213–248

    Article  Google Scholar 

  • Davis MB, Shaw RG (2001) Range shifts and adaptive responses to Quaternary climate change. Science 292:673–679

    Article  Google Scholar 

  • Eriksson G, Namkoong G, Roberds JH (1993) Dynamic gene conservation for uncertain futures. For Ecol Manag 62:15–37

    Article  Google Scholar 

  • Figge F (2004) Biofolio: applying portfolio theory to biodiversity. Biodivers Conserv 13:827–849

    Article  Google Scholar 

  • Foley JA (1996) An integrated biosphere model of land surface processes, terrestrial carbon balance and vegetation dynamics. Glob Biogeochem Cycles 10:603–28

    Article  Google Scholar 

  • Houghton JT (2001) Climate change 2001: the scientific basis. Cambridge Univ. Press, Cambridge

    Google Scholar 

  • Iverson RL, Prasad AM (2001) Potential changes in tree species richness and forest community types following climate change. Ecosystems 4:186–199

    Article  Google Scholar 

  • Jackson ST, Overpeck JT, Webb T, Keattch ST, Anderson KH (1997) Mapped plant macrofossil and pollen records of Late Quaternary vegetation change in eastern North America. Quat Sci Rev 16:1–70

    Article  Google Scholar 

  • Ledig FT, Kitzmiller JH (1992) Genetic strategies for reforestation in the face of global climate change. For Ecol Manag 50:153–169

    Article  Google Scholar 

  • Lempert R, Nakicenovic N, Sarewitz D, Schlesinger M (2004) Characterizing climate change uncertainties for decision-makers. Clim Change 65:1–9

    Article  Google Scholar 

  • Lesser MR, Parker WH (2004) Genetic variation in Picea Glauca for growth and phenological traits. Silvae Genet 53:141–148

    Google Scholar 

  • Lesser M, Parker WH (2006) Comparison of canonical correlation and regression based focal point seed zones of white spruce. Can J For Res 36:1572–1586

    Google Scholar 

  • Markowitz HM (1952) Portfolio selection. J Finance 7:77–91

    Article  Google Scholar 

  • McKenney D et al (2005) High-resolution climate change scenarios for North America. Technical Note No. 107. Canadian Forest Service Great Lakes Forestry Centre, Sault Ste. Marie, Ontario, pp 5

  • Nakicenovic N, Alcamo J, Davis G, de Vries B, Fenham J et al (2000) Special report of the intergovernmental panel on climate change on emission scenarios. Cambridge Univ. Press, Cambridge

    Google Scholar 

  • Natural Resources Canada (2005) Regional, National, and International Climate Modeling. http://www.glfc.cfs.nrcan.gc.ca/landscape/climate_models_e.html. (visited May, 2005)

  • Neilson RP (1995) A model for predicting continental-scale vegetation distribution and water balance. Ecol Appl 5:362–85

    Article  Google Scholar 

  • Noss RF (2001) Beyond Kyoto: forest management in a time of rapid climate change. Conserv Biol 15:578–590

    Article  Google Scholar 

  • Parker WH (1992) Focal point seed zones: site specific delineation by geographic information systems. Can J For Res 22:267–271

    Article  Google Scholar 

  • Parker WH, van Niejenhuis A (1996) Regression-based focal point seed zones for Picea mariana from Northwestern Ontario. Can J Botany 74:1227–1235

    Article  Google Scholar 

  • Peters RL (1990) Effects of global warming on forests. For Ecol Manag 35:13–34

    Article  Google Scholar 

  • Popper SW, Lempert RL, Bankes SC (2005) Shaping the future. Sci Am April:67–71

  • Rehfeldt GE, Cheng CY, Spittlehouse DL, Hamilton DA (1999) Genetic responses to climate in pinus contorta: niche breadth, climate change, and reforestation. Ecol Monogr 69:375–407

    Google Scholar 

  • Rehfeldt GE (2002) Intraspecific responses to climate in Pinus sylvestris. Glob Chang Biol 8:912–929

    Article  Google Scholar 

  • Rubinstein M (2002) Markowitz’s ‘Portfolio Selection’: a fifty-year retrospective. J Finance 57:1041–1045

    Article  Google Scholar 

  • Schnieder SH (2001) What is dangerous climate change? Nature 411:17–19

    Article  Google Scholar 

  • Sykes MT, Prentice IC, Cramer W (1996) A bioclimatic model for the potential distributions of north European tree species under present and future climates. J Biogeogr 23:203–233

    Google Scholar 

  • Toth FL et al (2001) ‘Decision-making Frameworks’. In: Climate Change 2001: Mitigation. Cambridge Univ. Press, Cambridge, pp 601–688

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kevin A. Crowe.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Crowe, K.A., Parker, W.H. Using portfolio theory to guide reforestation and restoration under climate change scenarios. Climatic Change 89, 355–370 (2008). https://doi.org/10.1007/s10584-007-9373-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10584-007-9373-x

Keywords

Navigation