Skip to main content
Log in

Predicting the relative effectiveness of direct versus indirect selection for oat yield in three types of stress environments

  • Published:
Euphytica Aims and scope Submit manuscript

Summary

In breeding crop varieties for stress environments, it must be decided whether to select directly, in the presence of stress, or indirectly, in a nonstress environment. The relative effectiveness of these two strategies depends upon the genetic correlation (r g ) between yield in stress and nonstress environments and upon heritability in each. These parameters were estimated for grain yield of 116 random oat lines grown in nonstress, P-deficient, N-deficient, and late-planted environments. Estimates of r g between yield in nonstress and yield in P-deficient, N-deficient, and late-planted environments were 0.52±0.24, 1.08±0.16, and 0.06±0.24, respectively. No consistent relationship between heritability and environment mean yield was observed. Direct selection in the presence of stress was predicted to be superior for yield in low-P and late-planted environments, but indirect selection in high-N environments was predicted to be as effective as direct selection in producing yield gain in low-N environments. These results confirm that neither high-yield environments nor environments in which the heritability of yield is maximized are necessarily optimum when the goal is to maximize yield gain in stress environments.

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

  • Allen, F.L., R.E. Comstock & D.C. Rasmussen, 1978. Optimal environments for yield testing. Crop Sci. 28: 747–751.

    Google Scholar 

  • Anderson, R.L. & T.A. Bancroft, 1952. Statistical theory in research. McGraw-Hill Book Co., New York.

    Google Scholar 

  • Atlin, G.N. & K.J. Frey, 1989. Selecting oat lines for yield in low-productivity environments. Submitted to Crop Sci.

  • Brown, J.G., R.B. Clark & W.E. Jones, 1977. Efficient and inefficient use of phosphorus by sorghum. Soil Sci. Soc. Am. J. 41: 747–750.

    Google Scholar 

  • Caradus, J.R., 1982. Genetic differences in the length of root hairs in white clover and their effect on phosphorus uptake. In: A. Scaife (Ed.), Plant Nutrition, 1982, pp. 84–88. Commonw. Agric. Bur., Farnham House, U.K.

    Google Scholar 

  • Colville-Baltenberger, D.C. & K.J. Frey, 1987. Genotypic variability in response of oat to delayed sowing. Agron. J. 79: 813–816.

    Google Scholar 

  • Dickerson, G.E., 1962. Implications of genetic-environmental interaction in animal breeding. Anim. Prod. 4: 47–63.

    Google Scholar 

  • Falconer, D.S., 1952. The problem of environment and selection. Am. Nat. 86: 293–298.

    Article  Google Scholar 

  • Falconer, D.S., 1981. Introduction to quantitative genetics. 2nd Ed. Longman Group Ltd., London.

    Google Scholar 

  • Fernando, R.L., S.A. Knight & D. Gianola, 1984. On a method of estimating the genetic correlation between characters measured in different experimental units. Theor. Appl. Genet. 67: 175–178.

    Article  Google Scholar 

  • Frey, K.J., 1964. Adaptation reaction of oat strains selected under stress and non-stress environmental conditions. Crop Sci. 4: 55–58.

    Google Scholar 

  • Gabelman, W.H. & G.C. Gerloff, 1983. The search for and interpretation of genetic controls that enhance plant growth under deficiency levels of macronutrients. Plant Soil 72: 335–350.

    Google Scholar 

  • Gotoh, K. & S. Osanai, 1959. Efficiency of selection for yield under different fertilizer levels in a wheat cross. Jpn. J. Breeding 9: 173–178.

    Google Scholar 

  • Johnson, G.R. & K.J. Frey, 1967. Heritabilities of quantitative attributes of oats (Avena sp.) at varying levels of environmental stress. Crop Sci. 7: 43–46.

    Google Scholar 

  • Knapp, S.J., W.W. Stroup & W.M. Ross, 1985. Exact confidence intervals for heritability on a progeny-mean basis. Crop Sci. 25: 192–194.

    Google Scholar 

  • McNeill, M.J. & K.J. Frey, 1974. Gains-from-selection and heritabilities in oat populations tested in environments with varying degrees of productivity. Egypt. J. Genet. Cytol. 3: 79–86.

    Google Scholar 

  • Pederson, D.G. & A.J. Rathjen, 1981. Choosing trial sites to maximize selection response for grain yield in spring wheat. Aust. J. Agric. Res. 32: 411–424.

    Google Scholar 

  • Robertson, A., 1959. The sampling variance of the genetic correlation coefficient. Biometrics 15: 469–485.

    Google Scholar 

  • Rosielle, A.A. & J. Hamblin, 1981. Theoretical aspects of selection for yield in stress and non-stress environments. Crop Sci. 21: 943–946.

    Google Scholar 

  • Rumbaugh, M.D., K.H. Asay & D.A. Johnson, 1984. Influence of drought stress on genetic variances of alfalfa and wheat-grass seedlings. Crop Sci. 24: 297–303.

    Google Scholar 

  • Scheinberg, E., 1966. The sampling variance of the correlation coefficients estimated in genetic experiments. Biometrics 22: 187–191.

    Google Scholar 

  • Via, S., 1984. The quantitative genetics of polyphagy in an insect herbivore. II. Genetic correlations in larval performance within and among host plants. Evolution 38: 896–905.

    Google Scholar 

  • Wych, R.D., R.L. McGraw & D.D. Stuthman, 1982. Genotype x year interaction for length and rate of grain filling in oats. Crop Sci. 22: 1025–1028.

    Google Scholar 

  • Yamada, Y., 1962. Genotype by environment interaction and genetic correlation of the same trait under different environments. Jpn. J. Genet. 37: 498–409.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Dep. of Agronomy, Iowa State Univ., Ames, IA 50011; USA, Journal Paper no. 13101. Project 2447.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Atlin, G.N., Frey, K.J. Predicting the relative effectiveness of direct versus indirect selection for oat yield in three types of stress environments. Euphytica 44, 137–142 (1989). https://doi.org/10.1007/BF00022608

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00022608

Key words

Navigation