Skip to main content
Log in

Applications of Phenological Models to Predict the Future Carbon Sequestration Potential of Boreal Forests

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

Changes in the duration of the photosynthetically active period strongly influence the changes in the carbon sequestration potential of boreal forests under climatic warming. In this paper, current theories on the effects of environmental variables such as spring air and soil temperature, photoperiod and chilling temperatures on the timing and initiation of photosynthesis in boreal deciduous and coniferous trees are discussed. Different dynamic phenological modeling approaches are reviewed, and model simulations are utilized to demonstrate model predictions under changing climatic conditions. A process-based forest ecosystem model is applied to estimate the relative importance of the duration of the photosynthetically active period on the amount of annual gross primary production and net primary production of boreal coniferous forests. All applied modeling approaches predict an increasing duration of the photosynthetically active period as a result of climatic warming. However, the magnitude of the response to increasing temperature varies between models and therefore affects the predictions of the changes in production.

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

  • Bauer, H., Nagele, M., Comploj, M., Galler, V., Mair, M., and Unterpertinger, E.: 1994, ‘Photosynthesis in Cold Acclimated Leaves of Plants with Various Degrees of Freezing Tolerance’, Physiol. Plant. 91, 403–412.

    Google Scholar 

  • Bergh, J. and Linder, S.: 1999, ‘Effects of Soil Warming during Spring on Photosynthetic Recovery in Boreal Norway Spruce Stands’, Global Change Biol. 5, 245–253.

    Google Scholar 

  • Bergh, J., McMurtrie, R. E., and Linder, S.: 1998, ‘Climatic Factors Controlling the Productivity of Norway Spruce: A Model-Based Analysis’, Forest Ecol. Manage. 110, 127–139.

    Google Scholar 

  • Beuker, E.: 1994, ‘Adaptation to Climatic Changes of the Timing of Bud Burst in Populations of Pinus Sylvestris L. and Picea Abies (L.) Karst’, Tree Physiol. 14, 961–970.

    Google Scholar 

  • Black, T. A., Chen, W. J., Barr, A. G., Arain, M. A., Chen, Z., Hogg, E. H., and Nesic, Z.: 2000, ‘Impact of Spring Temperature on Carbon Sequestration by a Boreal Aspen Forest’, in The Role of Boreal Forests and Forestry in the Global Carbon Budget, May 8–12, 2000, Edmonton, Alberta, Canada, Abstracts, p. 99.

  • Cannell, M. G. R. and Smith, R. I.: 1983, ‘Thermal Time, Chill Days and Prediction of Budburst in Picea Sitchensis’, J. Appl. Ecol. 20, 951–963.

    Google Scholar 

  • Chuine, I., Cour, P., and Rousseau, D. D.: 1998, ‘Fitting Models Predicting Dates of Flowering of Temperate-Zone Trees Using Simulated Annealing’, Plant Cell Environ. 21, 455–466.

    Google Scholar 

  • Erhard, M., Lindner, M., and Cramer, W.: 2001, ‘Climate Data’, in Mohren, G. M. J. and Kramer, K. (eds.), Long-Term Effects of Climate Change on Carbon Budgets of Forests in Europe, Alterra-Report 194, Alterra, Wageningen, The Netherlands, pp. 151–164.

    Google Scholar 

  • Farquhar, G. D. and von Caemmerer, S.: 1982, ‘Modelling of Photosynthetic Response to Environmental Conditions’, in Lange, O. L., Nobel, P. S., Osmond, C. B., and Ziegler, H. (eds.), Physiological Plant Ecology II: Water Relations and Carbon Assimilation, 12B, Springer-Verlag, Germany, pp. 549–587.

    Google Scholar 

  • Gillies, S. L. and Vidaver, W.: 1990, ‘Resistance to Photodamage in Evergreen Conifers’, Physiol. Plant. 80, 148–153.

    Google Scholar 

  • Goudriaan, J. and Unsworth, M. H.: 1990, ‘Implications of Increasing Carbon Dioxide and Climate Change for Agricultural Productivity and Water Resources’, in Impact of Carbon Dioxide, Trace Gases, and Climate Change on Global Agriculture, ASA Special Publication 53, pp. 111–130.

  • Goudriaan, J. and Van Laar, H. H.: 1994, Modelling Potential Crop Growth Processes, Kluwer Academic Publishers, The Netherlands, p. 238.

    Google Scholar 

  • Häkkinen, R.: 1999, Analysis of Bud-Development Theories Based on Long-Term Phenological and Air Temperature Time Series: Application to Betula sp. Leaves, Finnish Forest Research Institute, Research Papers 754.

  • Häkkinen, R., Linkosalo, T., and Hari, P.: 1998, ‘Effects of Dormancy and Environmental Factors on Timing of Bud Burst in Betula Pendula’, Tree Physiol. 18, 707–712.

    Google Scholar 

  • Hannerz, M.: 1994, ‘Predicting the Risk of Frost Occurrence after Budburst of Norway Spruce in Sweden’, Silva Fenn. 28, 243–249.

    Google Scholar 

  • Hannerz, M.: 1999, ‘Evaluation of Temperature Models for Predicting Bud Burst in Norway Spruce’, Can. J. Forest. Res. 29, 9–19.

    Google Scholar 

  • Hänninen, H.: 1990, ‘Modelling Bud Dormancy Release in Trees from Cool and Temperate Regions’, Acta For. Fenn. 213, 1–47.

    Google Scholar 

  • Hänninen, H.: 1995a, ‘Assessing Ecological Implications of Climatic Change: Can We Rely on Our Simulation Models?’, Clim. Change 31, 1–4.

    Google Scholar 

  • Hänninen, H.: 1995b, ‘Effects of Climatic Change on Trees from Cool and Temperate Regions: An Ecophysiological Approach to Modelling of Bud Burst Phenology’, Can. J. Bot. 73, 183–199.

    Google Scholar 

  • Heide, O. M.: 1974, ‘Growth and Dormancy in Norway Spruce (Picea Abies). I. Interaction of Photoperiod and Temperature’, Physiol. Plant. 30, 1–12.

    Google Scholar 

  • Heide, O. M.: 1993, ‘Daylength and Thermal Time Responses of Budburst during Dormancy Release in Some Northern Deciduous Trees’, Physiol. Plant. 88, 531–540.

    Google Scholar 

  • Huner, N. P. A., Öquist, G., Hurry, V. M., Krol, M., Falk, S., and Griffith, M.: 1993, ‘Photosynthesis, Photoinhibition and Low Temperature Acclimation in Cold Tolerant Plants’, Photosynth. Res. 37, 19–39.

    Google Scholar 

  • Koski, V. and Sievänen, R.: 1985, ‘Timing of Growth Cessation in Relation to the Variations in the Growing Season’, in Tigerstedt, P. M. A., Puttonen, P., and Koski, V. (eds.), Crop Physiology of Forest Trees, Helsinki University Press, Helsinki, pp. 167–193.

    Google Scholar 

  • Kramer, K.: 1994, ‘Selecting a Model to Predict the Onset of Growth of Fagus Sylvatica’, J. Appl. Ecol. 31, 172–181.

    Google Scholar 

  • Kramer, K.: 1995, ‘Modelling Comparison to Evaluate the Importance of Phenology for the Effects of Climate Change on Growth of Temperate-Zone Deciduous Trees’, Clim. Res. 5, 119–130.

    Google Scholar 

  • Kropf, M. J. and Van Laar, H. H.: 1993, Modelling Crop-Weed Interactions’, Cab International, Oxford, U.K., p. 274.

    Google Scholar 

  • Leinonen, I.: 1996, ‘Dependence of Dormancy Release on Temperature in Different Origins of Pinus Sylvestris and Betula Pendula Seedlings’, Scand. J. For. Res. 11, 122–128.

    Google Scholar 

  • Lindroth, A., Grelle, A., and Morén, A-S.: 1998, ‘Long-Term Measurements of Boreal Forest Carbon Balance Reveal Large Temperature Sensitivity’, Global Change Biol. 4, 443–450.

    Google Scholar 

  • Linkosalo, T.: 2000, Analyses of the Spring Phenology of Boreal Trees and its Response to Climate Change, University of Helsinki Department of Forest Ecology Publications 22.

  • Lundmark, T., Hällgren, J-E., and Hedén, J.: 1988, ‘Recovery from Winter Depression of Photosynthesis in Pine and Spruce’, Trees 2, 110–114.

    Google Scholar 

  • Maak, K. and von Storch, H.: 1997, ‘Statistical Downscaling of Monthly Mean Air Temperature to the Beginning of Flowering of Galanthus Nivalis L. in Northern Germany’, Int. J. Biometeorol. 41, 5–12.

    Google Scholar 

  • Mitchell, J. F. B., Johns, T. C., Gregory, J. M., and Tett, S. F. B.: 1995, ‘Climate Response to Increasing Levels of Greenhouse Gases and Sulphate Aerosols’, Nature 376, 501–504.

    Google Scholar 

  • Mohren, G. M. J.: 1987, Simulation of Forest Growth, Applied to Douglas Fir Stands in The Netherlands, Thesis, Agricultural University Wageningen, The Netherlands, p. 184.

    Google Scholar 

  • Mohren, G. M. J.: 1994, ‘Modelling Norway Spruce Growth in Relation to Site Conditions and Atmospheric CO2’, in Veroustraete, F. and Ceulemans, R. (eds.), Vegetation, Modelling and Climate Change Effects, SPB Academic Publishing, The Hague, The Netherlands, pp. 7–22.

    Google Scholar 

  • Mohren, G. M. J., Bartelink, H. H., Kramer, K., Magnani, F., Sabaté, S., and Loustau, D.: 2000, ‘Modelling Long-Term Effects of CO2 Increase and Climate Change on European Forests, with Emphasis on Ecosystem Carbon Budgets’, in Ceulemans, R. J. M., Veroustraete, F., Gond, V., and Van Rensbergen, J. B. H. F. (eds.), Forest Ecosystem Modelling, Upscaling and Remote Sensing, SPB Academic Publishing bv, The Hague, The Netherlands. pp. 179–192.

    Google Scholar 

  • Murray, M. B., Cannell, M. G. R., and Smith, R. I.: 1989, ‘Date of Budburst of Fifteen Tree Species in Britain Following Climatic Warming’, J. Appl. Ecol. 26, 693–700.

    Google Scholar 

  • Myking, T. and Heide, O. M.: 1995, ‘Dormancy Release and Chilling Requirement of Buds of Latitudinal Ecotypes of Betula Pendula and B. Pubescens’, Tree Physiol. 15, 697–704.

    Google Scholar 

  • Myneni, R. B., Keeling, C. D., Tucker, C. J., Asrar, G., and Nemani, R. R.: 1997, ‘Increased Plant Growth in the Northern High Latitudes from 1981 to 1991’, Nature 386, 698–702.

    Google Scholar 

  • Oleksyn, J., Tjoelker, M. G., and Reich, P. B.: 1998, ‘Adaptation to Changing Environment in Scots Pine Populations across a Latitudinal Gradient’, Silva Fennica 32, 129–140.

    Google Scholar 

  • Öquist, G.: 1983, ‘Effects of Low Temperature on Photosynthesis’, Plant Cell Environ. 6, 281–300.

    Google Scholar 

  • Ottander, C. and Öquist, G.: 1991, ‘Recovery of Photosynthesis inWinter-Stressed Scots Pine’, Plant Cell Environ. 14, 345–349.

    Google Scholar 

  • Pelkonen, P. and Hari, P.: 1980, ‘The Dependence of the Springtime Recovery of CO2 Uptake in Scots Pine on Temperature and Internal Factors’, Flora 169, 398–404.

    Google Scholar 

  • Penning de Vries, F. W. T., Brunsting, A., and Van Laar, H. H.: 1974, ‘Products, Requirements and Efficiency of Biosynthesis; a Quantitative Approach’, J. Theor. Biol. 45, 339–377

    Google Scholar 

  • Pharis, R. P., Hellmers, H., and Schuurmans, E.: 1970, ‘Effects of Subfreezing Temperatures on Photosynthesis of Evergreen Conifers under Controlled Environment Conditions’, Photosynthetica 4, 273–279.

    Google Scholar 

  • Sarvas, R.: 1972, ‘Investigations on the Annual Cycle of Development of Forest Trees. Active Period’, Commun. Inst. For. Fenn. 76, 1–110.

    Google Scholar 

  • Sarvas, R.: 1974, ‘Investigations on the Annual Cycle of Development of Forest Trees. II. Autumn Dormancy and Winter Dormancy’, Commun. Inst. For. Fenn. 84, 1–101.

    Google Scholar 

  • Wallin, G., Bergh, J., Räntfors, M., and Linder, S.: 2000, ‘Measurement and Modeling of Post-Winter Recovery of Photosynthetic Capacity in Boreal Norway Spruce’, in The Role of Boreal Forests and Forestry in the Global Carbon Budget,May 8–12, 2000, Edmonton, Alberta, Canada, Abstracts, p. 135.

    Google Scholar 

  • Wielgolaski, F-E.: 1999, ‘Starting Dates and Basic Temperatures in Phenological Observations of Plants’, Int. J. Biometeorol. 42, 158–168.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Leinonen, I., Kramer, K. Applications of Phenological Models to Predict the Future Carbon Sequestration Potential of Boreal Forests. Climatic Change 55, 99–113 (2002). https://doi.org/10.1023/A:1020251507469

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1020251507469

Keywords

Navigation