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Genotype × environment interaction patterns for grain yield of spring barley in different regions of Kazakhstan

  • Plant Genetics
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Abstract

Barley plays an important role in agricultural sector of Kazakhstan and it is grown in many different climate zones over 1.5 mln hectares annually. Therefore development of optimal cultivars for specific environments is a major challenge for barley breeding community in Kazakhstan. One of the approaches to address this question is to test large collection of commercial cultivars and advanced lines over a number of environmental sites that reflect major spatial and temporal climate variations in the country. In this work 103 cultivars and advanced lines of spring barley bred in six different breeding stations of Kazakhstan were grown in different testing sites in seven regions over 2009–2011 years. The major tasks of this research were to evaluate genotype × environment interactions and assess grain yield in associations with developmental stages of barley, such as heading date and seed maturation date. The results suggest that (i) heading and seed maturation dates are significantly correlated with grain yield in specific regions and may have opposite correlation indexes in response to environmental conditions; (ii) accessions of different bred origin vary in their ability to exhibit environmentally-dependent plastic responses; (iii) spatial variation was more important than temporal variation in GxE interactions; (iv) biplot analysis is effective approach in identification of best suitable and stable accessions for both broad and narrow environments. The obtained results are further contribution to understanding of complex mechanisms of genotype x environment interactions.

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References

  1. The Agency of Statistics of the Republic of Kazakhstan: Agriculture, Forestry, and Fishery of Kazakhstan, Smailov, A., Ed., Astana, Kazakhstan, 2011, http://www.eng.stat.kz

    Google Scholar 

  2. Suleimenov, M., Cultural Practices: Focus on Major Barley-Producing Regions. Russian Federation, Ukraine, and Kazakhstan, Barley: Production, Improvement, and Uses, Ullrich, S., Ed., Blackwell, 2011.

  3. Yan, W. and Kang, M.S., GGE Biplot Analysis: A Graphical Tool for Geneticists, Breeders, and Agronomists, Boca Raton: CRC Press, 2003, http://dx.doi.org/10.2135/cropsci2002.0011

    Google Scholar 

  4. Yan, W. and Hunt, L.A., Interpretation of Genotype Environment Interaction for Winter Wheat Yield in Ontario, Crop Sci., 2001, vol. 41, pp. 19–25.

    Article  Google Scholar 

  5. Gabriel, K.R., The Biplot Graphic Display of Matrices with Application to Principal Component Analysis, Biometrika, 1971, vol. 58, pp. 453–467.

    Article  Google Scholar 

  6. Gabriel, K.R., Goodness of Fit of Biplots and Correspondence Analysis, Biometrika, 2002, vol. 89, pp. 423–436.

    Article  Google Scholar 

  7. Yan, W. and Tinker, N.A., Biplot Analysis of Multi-Environment Trial Data: Principles and Applications, Canad. J. Plant Sci., 2006, vol. 86, pp. 623–645.

    Article  Google Scholar 

  8. Fischer, R.A., Number of Kernels in Wheat Crops and the Influence of Solar Radiation and Temperature, J. Agric. Sci., 1985, vol. 105, pp. 447–461.

    Article  Google Scholar 

  9. Lin, C.S. and Binns, M.R., A Method of Analyzing Cultivar × Location × Year Experiment: A New Stability Parameter, Theor. Appl. Genet., 1988, vol. 76, no. 3, pp. 425–430.

    Article  Google Scholar 

  10. Dehghani, H., Ebadi, A., and Yousefi, A., Biplot Analysis of Genotype by Environment Interaction for Barley Yield in Iran, Agronomy J., 2006, vol. 98, no. 2, pp. 388–393.

    Article  Google Scholar 

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Correspondence to Y. Turuspekov.

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Turuspekov, Y., Sariev, B., Chudinov, V. et al. Genotype × environment interaction patterns for grain yield of spring barley in different regions of Kazakhstan. Russ J Genet 49, 196–205 (2013). https://doi.org/10.1134/S1022795413020129

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  • DOI: https://doi.org/10.1134/S1022795413020129

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