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Effects of radial growth, tree age, climate, and seed origin on wood density of diverse jack pine populations

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Abstract

Several models of the effects of silviculture, radial growth, and tree age on wood density have been developed, but they have rarely considered the roles of diverse seed origins and climate. We developed a model to test the effects of radial growth, tree age, climate, and seed-source origins on wood density in 21 diverse populations of jack pine in a common garden in Petawawa, Ontario, Canada over the last 24 years using a linear mixed-effects model. Although we found significant differences in wood density among diverse seed origins, there were no differences between seed origins having the same ring age and ring width, indicating an indirect effect on wood density of seed-source origin via radial growth. High variation in wood density among trees within the same population and between populations indicated high genetic control of wood density. The climate effect was significant on wood density in all populations, but smaller when radial growth was controlled. Climate effect did not differ significantly among populations. Precipitation in July negatively affected latewood density, whereas precipitation in May in the current year and September of the previous year negatively affected earlywood density. We concluded that a single model of jack pine wood density and radial growth could be used, either controlling for climate effects or not, as the relationship between wood density and radial growth is preserved among the diverse populations, and the climate effect controlling for radial growth in the model was only slight.

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References

  • Barbour RJ, Fayle DCF, Chauret G, Cook J, Karsh MB, Ran SK (1994) Best-height relative density and radial growth in mature jack pine (Pinus banksiana) for 38 years after thinning. Can J For Res 24:2439–2447. doi:10.1139/x94-315

    Article  Google Scholar 

  • Becker M, Nieminen TM, Geremia F (1994) Short-term variations and long-term changes in oak productivity in northeastern France: the role of climate and atmospheric CO2. Ann Sci For 51:477–492. doi:10.1051/forest:19940504

    Article  Google Scholar 

  • Berges L, Nepveu G, Franc A (2008) Effects of ecological factors on radial growth and wood density components of sessile oak (Quercus petraea Liebl.) in Northern France. For Ecol Manag 255:567–579. doi:10.1016/j.foreco.2007.09.027

    Article  Google Scholar 

  • Box GEP, Jenkins GM, Reinsel GC (1994) Time series analysis: forecasting and control, 3rd edn. Holden-Day, San Francisco

    Google Scholar 

  • Cook ER (1985) A time series analysis approach to tree-ring standardization. PhD Dissertation, University of Arizona, Tucson

  • Cook ER, Briffa KR, Shiyatov SG, Mazepa VS (1990) Tree-ring standardization and growth-trend estimation. In: Cook ER, Kairiukstis LA (eds) Methods of dendrochronology. Kluwer, Dordrecht, pp 104–123

    Google Scholar 

  • Grabner M, Wimmer R, Gierlinger N, Evans R, Downes G (2005) Heartwood extractives in larch and effects on X-ray densitometry. Can J Res 35:2781–2786. doi:10.1139/x05-196

    Article  Google Scholar 

  • Guilley E, Herve JC, Nepveu G (2004) The influence of site quality, silviculture and region on wood density mixed model in Quercus petraea Liebl. For Ecol Manag 189:111–121

    Article  Google Scholar 

  • Hills GA, Pierpoint G (1960) Forest site evaluation in Ontario. Ont Dep Lands For Res Branch Toronto Ont Res Reprod 42:64

    Google Scholar 

  • Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement. Tree Ring Bull 43:69–75

    Google Scholar 

  • Holst MJ (1967) All-range jack pine provenance experiment. Petawawa For. Exp Sta Internal Report PET-PS6

  • Jaakkola T, Makinen H, Saren MP, Saranpaa P (2005) Does thinning intensity affect the tracheid dimensions of Norway spruce? Can J For Res 35:2685–2697. doi:10.1139/x05-182

    Article  Google Scholar 

  • Kang KY, Zhang SY, Mansfield SD (2004) The effects of initial spacing on wood density, fibre and pulp properties in jack pine (Pinus banksiana Lamb.). Holzforschung 58:455–463. doi:10.1515/HF.2004.069

    Article  CAS  Google Scholar 

  • Koubaa A, Zhang SY, Isabel N, Beaulieu J, Bousquet J (2000) Phenotypic correlations between juvenile-mature wood density and growth in black spruce. Wood Fiber Sci 32:61–71

    CAS  Google Scholar 

  • Koubaa A, Zhang SYT, Makni S (2002) Defining the transition from earlywood to latewood in black spruce based on intra-ring wood density profiles from X-ray densitometry. Ann Sci 59:511–518. doi:10.1051/forest:2002035

    Article  Google Scholar 

  • Koubaa A, Isabel N, Zhang SY, Beaulieu J, Bousquet J (2005) Transition from juvenile to mature wood in black spruce (Picea Mariana (Mill.) BSP). Wood Fiber Sci 37:445–455

    CAS  Google Scholar 

  • Lebourgeois F, Lévy G, Aussenac G, Clerc B, Willm F (1998) Influence of soil drying on leaf water potential, photosynthesis, stomatal conductance and growth in two black pine varieties. Ann Sci For 55:287–299. doi:10.1051/forest:19980302

    Article  Google Scholar 

  • Matyas C (1999) Forest genetics and sustainability. Kluwer, Dordrecht

    Google Scholar 

  • Mutz R, Guilley E, Sauter UH, Nepveu G (2004) Modelling juvenile-mature wood transition in Scots pine (Pinus sylvestris L.) using nonlinear mixed-effects models. Ann Sci 61:831–841. doi:10.1051/forest:2004084

    Article  Google Scholar 

  • Pape R (1999) Influence of thinning and tree diameter class on the development of basic density and annual ring width in Picea abies. Scand J For Res 14:27–37

    Google Scholar 

  • Parker WH, Thomson AM, Lesser MR (2006) Identification of jack pine seed sources to compensate for loss growth resulting from climate change, 169 pp. Final Report—Living Legacy Research Program. Project # LULL RP-06

  • Pinheiro JC, Bates DM (2000) Mixed-effects models in S and S-Plus. Springer, New York

    Google Scholar 

  • Rozenberg P, Franc A, Bastien C, Bailly A, Bigot M, Chantre G (1999) Genetic effect on growth–quality models: a case study on wood density. In: Nepveu G. (ed.), Proceedings of the third workshop connection between silviculture and wood quality through modelling approach and simulation software, pp 271–274

  • Rudolph TD, Laidly PR (1990) Jack pine. In: Burns RM, Honkala BH (Tech. Coords.), Silvics of North America. USDA Agriculture Handbook 654, pp 280–294

  • Sakamoto Y, Ishiguro M, Kitagawa G (1986) Akaike information criterion statistics. Reidel, Dordrecht

    Google Scholar 

  • Savva Y, Schweingruber F, Milyutin L, Vaganov E (2002) Genetic and environmental signals in tree rings from different provenances of Pinus sylvestris L., planted in southern taiga, Central Siberia. Trees Struct Func 16:313–324

    Google Scholar 

  • Savva Y, Denneler B, Koubaa A, Tremblay F, Bergeron Y, Tjoelker M (2007) Effect of seed transfer and climate change on radial growth of diverse populations of jack pine in Petawawa, Ontario, Canada. For Ecol Manag 242:636–647. doi:10.1016/j.foreco.2007.01.073

    Article  Google Scholar 

  • Savva Y, Bergeron Y, Denneler B, Koubaa A, Tremblay F (2008) Effect of inter-annual climate variations on radial growth of jack pine provenances in Petawawa, Ontario, Canada. Can J For Res 38:1–2. doi:10.1139/X07-178

    Article  Google Scholar 

  • Schneider R, Zhang SY, Swift DE, Begin J, Lussier JM (2008) Predicting selected wood properties of jack pine following commercial thinning. Can J For Res 38:2030–2043. doi:10.1139/X08-038

    Article  Google Scholar 

  • Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6:461–464. doi:10.1214/aos/1176344136

    Article  Google Scholar 

  • Searle SR, Casella G, McCulloch CE (1992) Variance components. Wiley, New York

    Book  Google Scholar 

  • Singleton R, DeBell DS, Gartner BL (2003) Effect if extraction on wood density of Western Hemlock (Tsuga Heterophylla (Raf.) Sarg.). Wood Fiber Sci 35:363–369

    CAS  Google Scholar 

  • Tasissa G, Burkhart HE (1998) Modeling thinning effects on ring specific gravity of loblolly pine (Pinus taeda L.). For Sci 44:212–223

    Google Scholar 

  • Wilde SA (1946) Forest soils and forest growth. Chronica Botanica Co., Walthan

    Google Scholar 

  • Zamudio F, Baettyg R, Vergara A, Guerra F, Rozenberg P (2002) Genetic trends in wood density and radial growth with cambial age in a radiata pine progeny test. Ann Sci 59:541–549. doi:10.1051/forest:2002039

    Article  Google Scholar 

  • Zhang SY, Chui YH (1996) Selecting dry fiber weight for higher and better quality jack pine fiber production. Wood Fiber Sci 28:146–152

    CAS  Google Scholar 

  • Zhang SY, Koubaa A (2008) Softwoods of Eastern Canada: their silvics characteristics, manufacturing and end-uses. Special Publication SP-526E, FPInnovations, Forintek

  • Zhang SY, Owoundi RE, Nepveu G, Mothe F, Dhote JF (1993) Modelling wood density in European oak (Quercus petraea and Quercus robur) and simulating the silvicultural influence. Can J For Res 23:2587–2593. doi:10.1139/x93-320

    Article  Google Scholar 

  • Zobel BJ, Van Buijtenen JP (1989) Wood variation: its causes and control. Springer, Berlin

    Google Scholar 

  • Zobel BJ, Thorbjornsen E, Henson F (1960) Geographic, site and individual tree variation in wood properties of loblolly pine. Silvae Genet 9:149–158

    Google Scholar 

Download references

Acknowledgments

All experiments were conducted in compliance with the applicable Canadian laws and regulations. The authors are grateful to the Canada Research Program, the NSERC-UQAT-UQAM Industrial Chair on Sustainable Forest Management, and the UQAT Foundation. The authors are thankful to Margaret McKyes and Daniel Lesieur for their helpful suggestions.

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Correspondence to Yulia Savva.

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Communicated by K. Takabe.

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Savva, Y., Koubaa, A., Tremblay, F. et al. Effects of radial growth, tree age, climate, and seed origin on wood density of diverse jack pine populations. Trees 24, 53–65 (2010). https://doi.org/10.1007/s00468-009-0378-0

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  • DOI: https://doi.org/10.1007/s00468-009-0378-0

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