Skip to main content
Log in

Quantitative Genetics of Traits Indicative of Biomass Production and Heterosis in 34 Full-sib F1 Salix eriocephala Families

  • Published:
BioEnergy Research Aims and scope Submit manuscript

Abstract

This project examined the heritability of traits that affect biomass production of Salix eriocephala, a shrub willow native to North America and an essential species in the breeding of bioenergy crop varieties. Using an incomplete factorial design, seven females and eight males were crossed to produce 34 full-sib F1 families. Five to 12 entries per family were planted in four-plant plots in a randomized complete block design on two sites. Melampsora rust incidence was scored in the fall of the first growing season (prior to coppice). Height of the tallest stem, cross-sectional stem area per stool, and number of stems per stool were recorded in the winter after the first growing season post-coppice. Plants were harvested 3 years post-coppice and biomass yield was determined. A large percentage of the total variance was additive for all of the traits studied and heritability estimates were low to moderate, suggesting that phenotypic expression of these traits is predictable and can be improved through breeding. Based on yield 3 years after coppice, 29 of the 34 families displayed midparent heterosis, ranging from 1–115%, for the composite trait—biomass yield, strongly indicating that offspring often perform better than their parents in this population. This study will assist in selecting parents which may produce superior progeny in the breeding program.

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.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Aravanopoulos FA, Zsuffa L (1998) Heterozygosity and biomass production in Salix eriocephala. Heredity 81:396–403

    Article  CAS  Google Scholar 

  2. Ballard BD, Stehman SV, Briggs RD, Volk TA, Abrahamson LP, White EH (2000) Aboveground biomass equation development for five Salix clones and one Populus clone. Report to US DOE, Syracuse, NY, 21 pp

    Google Scholar 

  3. Becker WA (1984) Manual of quantitative genetics, 4th edn. Academic Enterprises, Pullman, WA

    Google Scholar 

  4. Cotterill PP (1987) On estimating heritability according to practical applications. Silvae Genet 36:46–48

    Google Scholar 

  5. Dawson WM, McCracken AR (1998) Clonal selection in willow (Salix) grown as short rotation coppice for energy production. Ann Appl Biol 132S:56–57

    Google Scholar 

  6. Falconer DS, Mackay TFC (1996) Introduction to quantitative genetics, 4th edn. Pearson Education Limited, Essex England

    Google Scholar 

  7. Fehr WJ (1991) Principles of cultivar development, Volume I: Theory and technique. Department of Agronomy, Iowa State University, Ames, IA

    Google Scholar 

  8. Gullberg U, Ryttman H (1993) Genetics of field resistance to Melampsora in Salix viminalis. Eur J Forest Path 23:75–84

    Article  Google Scholar 

  9. Hsiang T, Chastagner GA, Dunlap JM, Stettler RF (1993) Genetic variation and productivity of Populus trichocarpa and its hybrids. VI. Field susceptibility of seedlings to Melampsora occidentalis leaf rust. Can J Forest Res 23:436–441

    Article  Google Scholar 

  10. Kopp RF (2000) Genetic improvement of Salix using traditional breeding and AFLP® fingerprinting. Environmental and Forest Biology. State University of New York, College of Environmental Science and Forestry, Syracuse, NY, 175 pp

    Google Scholar 

  11. Kopp RF, Smart LB, Maynard CA, Isebrands JG, Tuskan GA, Abrahamson LP (2001) The development of improved willow clones for eastern North America. Forest Chron 77:287–292

    Google Scholar 

  12. Kopp RF, Smart LB, Maynard CA, Tuskan GA, Abrahamson LP (2002) Predicting within-family variability in juvenile height growth of Salix based upon similarity among parental AFLP® fingerprints. Theor Appl Genet 105:106–112

    Article  PubMed  CAS  Google Scholar 

  13. Larsson S (1998) Genetic improvement of willow for short-rotation coppice. Biomass Bioenerg 15:23–26

    Article  Google Scholar 

  14. Lin J (2006) Molecular analysis and assessment of the genetic diversity of native and naturalized shrub willows. Environmental & Forest Biology. State University of New York, College of Environmental Science and Forestry, Syracuse, NY, 174 pp

    Google Scholar 

  15. Lin JZ, Zsuffa L (1993a) Quantitative genetic parameters for seven characteristics in a clonal test of Salix eriocephala. I. Clonal variation, clone   environment interactions, heritabilities, and genetic gains. Silvae Genet 42:41–46

    Google Scholar 

  16. Lin JZ, Zsuffa L (1993b) Quantitative genetic parameters for seven characters in a clonal test of Salix eriocephala II. Genetic and environmental correlations and efficiency of indirect selection. Silvae Genet 42:126–131

    Google Scholar 

  17. Lindegaard KN, Barker JHA (1997) Breeding willows for biomass. Aspects Appl Biol 49:155–162

    Google Scholar 

  18. Marron N, Ceulemans R (2006) Genetic variation of leaf traits related to productivity in a Populus deltoides x Populus nigra family. Can J Forest Res 36:390–400

    Article  Google Scholar 

  19. McCracken AR, Dawson WM, Carlisle D (2005) Short-rotation coppice willow mixtures and rust disease development. In: Pei MH, McCracken AR (eds) Rust diseases of Willow and Poplar. CABI Publishing, Cambridge, MA, pp 185–194

    Google Scholar 

  20. Pei MH, Hunter T, Ruiz C (1999) Occurrence of Melampsora rusts in biomass willow plantations for renewable energy in the United Kingdom. Biomass Bioenerg 17:153–163

    Article  Google Scholar 

  21. Pei MH, Lindegaard KN, Hunter T, Ruiz C (2001) Preliminary studies of inheritance of rust resistance in biomass. Aspects Appl Biol Biomass Energy Crops II 65:281–288

    Google Scholar 

  22. Pei MH, Ruiz C, Bayon C, Hunter T (2004) Rust resistance in Salix to Melampsora larici-epitea. Plant Pathol 53:770–779

    Article  Google Scholar 

  23. Perlack RD, Wright LL, Turhollow AF, Graham RL, Stokes BJ, Erbach DC (2005) Biomass as feedstock for a bioenergy and bioproducts industry: the technical feasibility of a billion-ton annual supply. US DOE and USDA, Oak Ridge, TN, p 59

    Google Scholar 

  24. Rai B (1979) Heterosis breeding. Agro-Biological Publications, Delhi, India

    Google Scholar 

  25. Rönnberg-Wästljung AC (2001) Genetic structure of growth and phenological traits in Salix viminalis. Can J Forest Res 31:276–282

    Article  Google Scholar 

  26. Rönnberg-Wästljung AC, Gullberg U (1999) Genetics of breeding characters with possible effects on biomass production in Salix viminalis (L.). Theor Appl Genet 98:531–540

    Article  Google Scholar 

  27. Rönnberg-Wästljung AC, Gullberg U, Nilsson C (1994) Genetic parameters of growth characteristics in Salix viminalis grown in Sweden. Can J Forest Res 24:1960–1969

    Article  Google Scholar 

  28. Rönnberg-Wästljung AC, Thorsen J (1988) Inter- and intraspecific variation and genotype x site interaction in Salix alba L., S. dasyclados Wimm. and S. viminalis L. Scand J Forest Res. 3:449–463

    Google Scholar 

  29. SAS Institute I (2003) SAS. 9.1 edn. SAS Institute, Inc.

  30. Smart LB, Volk TA, Lin J, Kopp RF, Phillips IS, Cameron KD, White EH, Abrahamson LP (2005) Genetic improvement of shrub willow (Salix spp.) crops for bioenergy and environmental applications in the United States. Unasylva 221:51–55

    Google Scholar 

  31. Tharakan PJ (1999) Clonal performance evaluation and production physiology of willow and poplar bioenergy crops. Forest and Natural Resources Management. SUNY College of Environmental Science and Forestry, Syracuse, NY, 196 pp

    Google Scholar 

  32. Tharakan PJ, Volk TA, Nowak CA, Abrahamson LP (2005) Morphological traits of 30 willow clones and their relationship to biomass production. Can J Forest Res 35:421–431

    Article  Google Scholar 

  33. Verwijst T (1990) Clonal differences in the structure of a mixed stand of Salix viminalis in response to Melampsora and frost. Can J Forest Res 20:602–605

    Article  Google Scholar 

  34. Verwijst T (2001) Willows: an underestimated resource for environment and society. Forest Chron 77:281–285

    Google Scholar 

  35. Volk TA, Abrahamson LP, Nowak CA, Smart LB, Tharakan PJ, White EH (2006) The development of short-rotation willow in the northeastern United States for bioenergy and bioproducts, agroforestry and phytoremediation. Biomass Bioenerg 30:715–727

    Article  Google Scholar 

  36. Wang J, Van der Kamp BJ (1992) Resistance, tolerance, and yield of western black cottonwood infected by Melampsora rust. Can J Forest Res 22:183–192

    Article  Google Scholar 

Download references

Acknowledgements

Excellent technical assistance in support of this project was provided by Mark Appleby, Ken Burns, Peter Greeno, and Brendan Grooms. This work was supported by a grant from Oak Ridge National Laboratory managed by UT-Battelle for the US Department of Energy.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lawrence B. Smart.

Additional information

Kimberly D. Cameron and Ingrid S. Phillips contributed equally and should be considered co-first authors.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cameron, K.D., Phillips, I.S., Kopp, R.F. et al. Quantitative Genetics of Traits Indicative of Biomass Production and Heterosis in 34 Full-sib F1 Salix eriocephala Families. Bioenerg. Res. 1, 80–90 (2008). https://doi.org/10.1007/s12155-008-9006-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12155-008-9006-x

Keywords

Navigation