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Published online 20 June 2006
Published in Crop Sci 46:1722-1733 (2006)
© 2006 Crop Science Society of America
677 S. Segoe Rd., Madison, WI 53711 USA
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Modeling Genotype x Environment Interaction Using Additive Genetic Covariances of Relatives for Predicting Breeding Values of Wheat Genotypes

Jose Crossaa,*, Juan Burgueñoa, Paul L. Corneliusc, Graham McLarend, Richard Trethowanb and Anitha Krishnamacharie

a Biometrics and Statistics Unit, International Maize and Wheat Improvement Center (CIMMYT), Apdo. Postal 6-641, México D.F., México
b Wheat Program, CIMMYT
c Dep. of Plant and Soil Sciences and Dep. of Statistics, Univ. of Kentucky, Lexington, KY 40546-0312, USA
d Biometrics and Bioinformatics Unit, International Rice Research Institute (IRRI), DAPO Box 7777, Manila, Philippines
e Dep. of Statistics, University of Madras, Chennai 6000 005, India and IRRI


Figure 1
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Fig. 1. Standard errors of BLUP of 29 wheat genotypes (1–29) within 16 sites for grain yield for Models 1, 2, 3, and 15 of Mixed Model 1. Sister lines are in bold (5,6), (4,19,20), (14,15), (21,23,24), and (28,29). For Model 15, each graph line represents one of the 16 sites.

 

Figure 2
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Fig. 2. Biplot of Model 1 of Mixed Model 1 for grain yield. Lines are 1–29. Sister lines are in bold (5,6), (4,19,20), (14,15), (21,23,24), and (28,29). The 16 sites are MEX, USA1, USA2, TKY, ISR, BGD, IND, PKT, SYR, SPN1, SPN2, NPL, KNY, ZBW, NZL, and CHL.

 

Figure 3
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Fig. 3. Biplot of Model 15 of Mixed Model 1 [G1 = FA(9) {otimes} A)] for grain yield. Lines are 1–29. Sister lines are in bold (5,6), (4,19,20), (14,15), (21,23,24), and (28,29). The 16 sites are MEX, USA1, USA2, TKY, ISR, BGD, IND, PKT, SYR, SPN1, SPN2, NPL, KNY, ZBW, NZL, and CHL.

 

Figure 4
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Fig. 4. Standard errors of BLUP of 29 wheat genotypes (1–29) within 16 sites for grain yield for Models 1, 2, 3, and 13 of Mixed Model 2. Sister lines are in bold (5,6), (4,19,20), (14,15), (21,23,24), and (28,29). For Model 13, each graph line represents one of the 16 sites.

 

Figure 5
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Fig. 5. Biplot of Model 1 of Mixed Model 2 for grain yield. Lines are 1–29. Sister lines are in bold (5,6), (4,19,20), (14,15), (21,23,24), and (28,29). The 16 sites are MEX, USA1, USA2, TKY, ISR, BGD, IND, PKT, SYR, SPN1, SPN2, NPL, KNY, ZBW, NZL, and CHL.

 

Figure 6
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Fig. 6. Biplot of Model 13 of Mixed Model 2 [GE = FA(7) {otimes} A)] for grain yield. Lines are 1–29. Sister lines are in bold (5,6), (4,19,20), (14,15), (21,23,24), and (28,29). The 16 sites are MEX, USA1, USA2, TKY, ISR, BGD, IND, PKT, SYR, SPN1, SPN2, NPL, KNY, ZBW, NZL, and CHL.

 





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