Additive main effect and multiplication interaction analysis of grain yield in bread wheat genotypes across environments

Paper Details

Research Paper 01/08/2013
Views (322) Download (8)
current_issue_feature_image
publication_file

Additive main effect and multiplication interaction analysis of grain yield in bread wheat genotypes across environments

Mohammad Motamedi, Parviz Safari, Ghalamabbas Mohammadi
Int. J. Biosci.3( 8), 218-225, August 2013.
Certificate: IJB 2013 [Generate Certificate]

Abstract

Selection of wheat cultivars with wide adaptability across diverse farming environments is important before recommending them to achieve a high rate of cultivar adoption. Multi-environment trials including 3 locations for 20 genotypes of wheat were carried out in Iran. The results of combined analysis of variance for yield showed significant difference for genotype, locations and G×E interaction effect. Additive main effects and multiplicative interactions analysis (AMMI) indicated that the yield performances of genotypes were under the major environmental effects. Analysis of AMMI was employed and the biplot of the Interaction Principal Components (IPC) were evaluated for stability and adaptation relationships among genotypes and locations. Based on AMMI method, genotypes no. 12, 6 and 20 varieties showed general adaptability and genotypes 14 and 15 recognized to have specific adaptability to varamin and genotypes no. 4, 7, 8, 9 and 11 had specific adaptability to Kermanshah. Overall, based on stability analysis on yield genotypes no. 6, 20 and 12 with having good adaptability were determined as desirable genotypes.

VIEWS 12

Aminzadeh GR.  2010.  Evaluation  of  seed  yield stability  of  wheat  advanced  genotypes  in  Ardabil, Iran. Research Journal of Environment Science 4, 478-482. http://dx.doi.org/10.3923/rjes.2010.478.482

Balestre M, Souza, JC, Von Pinho RG, Oliveira RL. 2009. Yield stability and adaptability of maize hybrids based on GGE biplot analysis characteristics. Crop Breeding Applied Biotechnology 9, 226-234.

Crossa J. 1990. Statistical analyses of multilocation trials. Advance in Agronomy 44, 55–85. http://dx.doi.org/10.1016/S0065-2113(08)60818-4

Dehghani H, Ebadi A, Yousefi A. 2006. Biplot Analysis of Genotype by Environment Interaction for Barley Yield in Iran. Agronomy Journal 98, 388-393. http://dx.doi.org/10.2134/agronj2004.0310

Eberhart SA, Russell WA. 1966. Stability parameters for comparing varieties. Crop Science 6, http://dx.doi.org/10.2135/cropsci1966.0011183X000600010011x

Ferney GB, Alexei M, Aigul A. 2006. Evaluation of grain yield stability, in spring wheat from Kazakhstan and Siberia. Journal of Central European Agriculture 7, 649-660

Gauch HG. 1988. Model selection and validation for yield trials with interaction. Biometrics 44, 705–715. http://dx.doi.org/10.2307/2531585

Gauch HG. 1992. Statistical Analysis of Regional Trials, AMMI Analysis of Factorial Designs. Elsevier, Amsterdam, the Netherlands. 278 PP.

Hanson WD. 1970. Genotypic Stability. Theoretical Applied Genetics 40, 226-231. http://dx.doi.org/10.1007/BF0028524

Gauch HG, Zobel RW. 1997. Identifying mega-environments and targeting genotypes. Crop Science 37, 311–326. http://dx.doi.org/10.2135/cropsci1997.0011183X003 700020002x

George C. Fernandez J. 1991. Analysis of Genotype × Environment Interaction by Stability Estimates. Horticulture. Science 26(8): 947-950.

Hernandez CM. Crossa J. Castillo A. 1993. The area under the function an index for selecting desirable g notypes.          Theoretica  and Applied Genetics 87(4):409–415. http://dx.doi.org/10.1007/BF00215085

Huhn M. 1979. Beitrage zur Erfassung der phanotypischen stabilitat. I. Vorschlag einiger auf Ranginformationnen beruhenden stabilitatsparameter. EDV in MedizinUnd Biologie 10, 112–117.

Kang MS. Pham HN. 1991. Simultaneous selection for high yielding and stable crop genotypes. Agronomy Journal 83, 161–165. http://dx.doi.org/10.2134/agronj1991.00021962008 300010037x

Kaya YK, Palta E, Taner, S. 2002. Additive Main Effects and Multiplicative Interactions Analysis of Yield Performances in Bread Wheat Genotypes across Environments. Turky Journal of Agriculture 26, 275-279.

Lavoranti OJ. 2003. Stability and adaptability phenotypic analysis of Re- amostragem “Bootstrap” by Model AMMI. PhD thesis. University of Sao Paulo. pp. 633.

Lin CS, Binns MR, Lefkovitch LP. 1986. Stability analysis: where do we stand? Crop Science 26, 894 900.ttp://dx.doi.org/10.2135/cropsci1986.0011183X002 600050012x

Najafian G. 2005. Study on Adaptability of Promising Genotypes of Bread Wheat under Water Stress Conditions for Temperate Regions of Iran. Technical Report No 84/1098, Cereal Research Dept., SPII, Karaj, Iran pp 33.

Najafian  G,  Kaffashi,  AK,  Jafar-Nezhad,  A. 2010. Analysis of Grain Yield Stability in Hexaploid Wheat Genotypes Grown in Temperate Regions of Iran Using Additive Main Effects and Multiplicative Interaction. Journal Agriculture Science Technology 12, 213-222.

Purchase JL. 1997. Parametric analysis to describe genotype x environment interaction and yield stability in winter wheat, (Ph.D. Thesis), University of Free State, Bloemfontein.

Resende MDV, Thompson R. 2003. Multivariate Spatial Analysis of Multiple Experiments and Longitudinal Data. Embrapa Florestas, Colombo.

Sabaghnia N, Sabaghpour SH, Dehghani H. 2008. The use of an AMMI model and its parameters to analyze yield stability in multi-environment trials. Journal of Agricultural Science 14, 571–581. http://dx.doi.org/10.1017/S0021859608007831

Shirazi MU, Asif SM, Khanzada B, Khan MA, Mohammad A. 2001. Growth and ion accumulation in some wheat genotypes under NaCl stress. Pakistan Journal Biology Science 4, 388-391

Smith A, Cullis B, Thompson R. 2001. Analyzing variety by environment data using multiplicative mixed models and adjustments for spatial field trend. Biometrics 57, 1138-1147. http://dx.doi.org/10.1111/j.0006-341X.2001.01138.x

Thillainathan M, Fernandez GCJ. 2001. SAS applications for Tai’s stability analysis and AMMI model in genotype x environmental interaction (GEI) effects. Journal of Heredity 92 (4): 367-371. http://dx.doi.org/10.1093/jhered/92.4.367

Tian JC, Zhang HU, Rui-bo Z, Deng A, Wang Y. 2007. The Variation and Stability Analysis of Wheat Dough Stability Time. Agricultural Sciences in China 6(2): 143-149.

Yan W. 2002. Singular-value partitioning in biplot analysis of multienvironment  trial data. Agronomy Journal 94, 990–996.

Zobel RW, Wright MJ, Gauch HG. 1988. Statistical analysis of a yield trial. Agronomy Journal 80, 388–393. http://dx.doi.org/10.2134/agronj1988.00021962008 000030002x