Heritability of growth strain in Eucalyptus bosistoana: a Bayesian approach with left-censored data§

BackgroundNarrow-sense heritabilities of the wood properties of 2-year-old Eucalyptus bosistoana F.Muell. were estimated from 623 stems.FindingsHeritability estimates were calculated for the following: growth strain (0.63), density (0.54), diameter (0.76), volumetric shrinkage (0.29), acoustic velocity (0.97) and stiffness (0.82). A modified version of the splitting test for detecting growth strain is described. The modified rapid-testing procedure resulted in left-censored growth strain data, so a Bayesian approach was implemented to reduce errors associated with censored data sets.ConclusionsCorrelations between wood properties are presented and discussed, as well as trade-offs when shifting trait means by selective breeding.

[1]  John C. F. Walker,et al.  Genetic control of very early compression and opposite wood in Pinus radiata and its implications for selection , 2011, Tree Genetics & Genomes.

[2]  Timothy N Murphy,et al.  Growth stress in Eucalyptus dunnii , 2005 .

[3]  A. R. Griffin,et al.  Genetic variation in growth of outcrossed, selfed and open-pollinated progenies of Eucalyptus regnans and some implications for breeding strategy , 1988 .

[4]  R. Cantet,et al.  Bayesian inference for normal multiple-trait individual-tree models with missing records via full conjugate Gibbs , 2006 .

[5]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[6]  Martyn Plummer,et al.  Bayesian Graphical Models using MCMC , 2016 .

[7]  John K. Kruschke,et al.  Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan , 2014 .

[8]  S. Chauhan,et al.  Early genetic evaluation of morphology and some wood properties of Tectona grandis L. clones , 2012 .

[9]  B. Potts,et al.  Genetic variation in Eucalyptus nitens pulpwood and wood shrinkage traits , 2009, Tree Genetics & Genomes.

[10]  Stephen Senn,et al.  The ghosts of departed quantities: approaches to dealing with observations below the limit of quantitation , 2012, Statistics in medicine.

[11]  J. Bouvet,et al.  Age trends of microfibril angle inheritance and their genetic and environmental correlations with growth, density and chemical properties in Eucalyptus urophylla S.T. Blake wood , 2012, Annals of Forest Science.

[12]  C. R. Henderson Equivalent Linear Models to Reduce Computations , 1985 .

[13]  David J. Lee,et al.  Estimates of genetic parameters for growth and wood properties in Eucalyptus pellita F. Muell. to support tree breeding in Vietnam , 2014, Annals of Forest Science.

[14]  K. Entwistle,et al.  The effect of saw kerf width on the value of the axial growth stress measured by slitting a log along its axis , 2016 .

[15]  Han Lin Shang,et al.  The BUGS book: a practical introduction to Bayesian analysis , 2013 .

[16]  B. Potts,et al.  Acoustic Wave Velocity as a Selection Trait in Eucalyptus nitens , 2014 .

[17]  K. Entwistle,et al.  Measurement of surface growth stress in Eucalyptus nitens Maiden by splitting a log along its axis , 2010 .

[18]  Chris Harwood,et al.  Stiffness and checking of Eucalyptus nitens sawn boards: genetic variation and potential for genetic improvement , 2010, Tree Genetics & Genomes.