A Model of Knot Shape and Volume in Loblolly Pine Trees

Authors

  • Guillermo Trincado
  • Harold E. Burkhart

Keywords:

Wood quality, knot shape, knot volume, <i>Pinus taeda</i>

Abstract

The shape and structure of branches attached internally to the stem (knots) for loblolly pine (Pinus taeda L.) trees were modeled. Data on knot shape were obtained from the dissection of branches taken from 34 22-yr-old sample trees growing under ten different initial spacings. A total of 341 branches located below the live crown were dissected in the radial/tangential plane. Afterward, a procedure was implemented to reconstruct the branch diameter perpendicular to the branch pith. This information was used to develop a model for representing knot shape, which assumed that the live portion of a knot can be modeled with a one-parameter equation and the dead portion by assuming a cylindrical shape. To study the variability in shape of individual knots (live portion), the model was fitted to 218 branch profiles using nonlinear mixed-effects modeling techniques. A graphical analysis indicated that the random-effects parameter was related to branch diameter. Thus, branch diameter was included as a predictor variable to reduce between-individual variability in knot shape. Reconstructed knots with smaller diameters were more cylindrical; those with larger diameters were more parabolic or conical in shape. Analytical expressions were derived for estimating the volume of knots (live/dead portions) for three types of branch conditions on simulated trees: 1) live branches; 2) nonoccluded dead branches; and 3) occluded dead branches. The knot model assumes a substantial simplification of branch morphology, but should be useful for representing knots as 3-D entities in the stems of loblolly pine trees.

References

Amateis RL, Radtke PJ, Hansen GD (2004) The effect of spacing rectangularity on stem quality in loblolly pine plantations. Can J For Res 34:498-501.nBaldwin VC Jr, Peterson KD, Clark A III, Ferguson RB, Strub MR, Bower DR (2000) The effects of spacing and thinning on stand and tree characteristics of 38-year-old loblolly pine. For Ecol Mgmt 137:91-102.nBarbour RJ, Parry DL, Punches J, Forsman J, Ross R (2003) AUTOSAW simulations of lumber recovery for small-diameter Douglas-fir and ponderosa pine from Southwestern Oregon. Res Note PNW-RN-333. USDA Forest Serv, Portland, OR.nBriggs D (1996) Modeling crown development and wood quality. J Forestry 94(12):24-25.nClark A III, McAlister RH (1998) Visual tree grading systems for estimating lumber yields in young and mature southern pine. Forest Prod J 48(10):59-67.nClark A III, Saucier JR, Baldwin VC, Bower DR (1994) Effect of initial spacing and thinning on lumber grade, yield, and strength of loblolly pine. Forest Prod J 44(11-12):14-20.nClark A III, Strub M, Anderson LR, Lloyd HG, Daniels RF, Scarborough JH (2004) Impact of early pruning and thinning on lumber grade yield from loblolly pine. Pages 199-204 in KF Conner, ed. Proc 12th Biennial Southern Silvicultural Research Conference. Gen Tech Rep SRS-71. USDA Forest Serv, Asheville, NC.nGarcía O (1987) A visual sawing simulator. Part II: The SEESAW computer program. Pages 107-116 in J A Kininmonth, ed. Proc Conversion Planning Conference. FRI Bulletin No. 128 Ministry of Forestry.nGartner BL (2005) Assessing wood characteristics and wood quality in intensively managed plantations. J Forestry 103(2):75-77.nGrace JC, Pont D, Goulding CJ (1999) Modelling branch development for forest management. NZ For Sci 29:391-408.nHaygreen JG, Bowyer JL (1996) Forest products and wood science: An introduction. Third Edition. Iowa State University Press, Ames, Iowa. 484 pp.nHusch B, Beers TW, Kershaw JA Jr. (2003) Forest mensuration. 4th ed. John Wiley and Sons, Inc., Hoboken, NJ. 443 pp.nJudge GG, Griffiths WE, Hill RC, Lütkepohl H, Lee TC (1985) The theory and practice of econometrics. 2nd ed. Wiley and Sons, New York, NY. 1019 pp.nKozak A (1988) A variable-exponent taper equation. Can J For Res 18:1363-1368.nLeban JM, Duchanois G (1990) SIMQUA: un logiciel de simulation de la qualité des bois. Ann Sci 47:483-493.nLemieux H, Beaudoin M, Zhang SY (2001) Characterization and modeling of knots in black spruce (Picea mariana) logs. Wood Fiber Sci 33:465-475.nLemieux H, Samson M, Usenius A (1997) Shape and distribution of knots in a sample of Picea abies logs. Scand J Fr Res 12:50-56.nLin C, Morse PM (1975) A compact design for spacing experiments. Biometrics 31:661-671.nMax TA, Burkhart HE (1976) Segmented polynomial regression applied to taper equations. Forest Sci 22:283-289.nMyers RH (1990) Classical and modern regression with applications. Duxbury Press, Boston, MA. 488 pp.nNeter J, Kutner MH, Nachtsheim CJ, Wasserman W (1998) Applied linear statistical models. 4th ed. McGraw-Hill Companies, Inc., Boston, MA. 1408 pp.nPinheiro JC, Bates DM (1998) Model building for nonlinear mixed-effect models. Technical Report, Department of Statistics, University of Wisconsin-Madison. Madison, WI. 11 pp.nSamson M, Bindzi I, Kamoso LM (1996) Représentation mathématique des noeuds dans le tronc des arbres. Can J For Res 26:159-165.nSchabenberger O, Pierce FJ (2001) Contemporary statistical models for the plant and soil sciences. CRC Press LLC, Boca Raton, FL. 738 pp.nSharma M, Burkhart HE, Amateis RL (2002) Spacing rectangularity effect on the growth of loblolly pine plantations. Can J For Res 32:1451-1459.nTodoroki CL (1996) Developments of the sawing simulation software AUTOSAW: Linking wood properties, sawing, and lumber end-use. Pages 241-247 in G Nepveu, ed. Second Workshop Connection between Silviculture and Wood Quality through Modelling Approaches and Simulation Softwares, Berg-en-Dal, South Africa.nWest PW, Ratkowsky DA, Davis AW (1984) Problems of hypothesis testing of regressions with multiple measurements from individual sampling units. For Ecol Mgmt 7:207-224.nWhiteside ID, Wilcox MD, Tustin JR (1977) New Zealand Douglas-fir timber quality in relation to silviculture. NZ Forestry 22:24-45.nYang RC, Kozak A, Smith JHG (1978) The potential of Weibull-type functions as flexible growth curves. Can J For Res 8:424-431.nYu S, Chambers JL, Tang Z, Barnett JP (2003) Crown characteristics of juvenile loblolly pine 6 yr after application of thinning and fertilization. For Ecol Mgmt 180: 345-352.n

Downloads

Published

2008-11-03

Issue

Section

Research Contributions