Published online 30 July 2007
Published in Crop Sci 47:1561-1573 (2007)
© 2007 Crop Science Society of America
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Performance of Yield and Stability of Advanced Wheat Genotypes under Heat Stress Environments of the Indo-Gangetic Plains
Jagadish Ranea,*,
Raj Kumar Pannub,
Virinder Singh Sohuc,
Ran Singh Sainid,
Banwari Mishraa,
Jag Shorana,
Jose Crossae,
Mateo Vargase and
Arun Kumar Joshif
a Directorate of Wheat Research, Karnal, Haryana, India
b CCS Haryana Agriculture Univ., Hisar, Haryana, India
c Punjab Agriculture Univ., Ludhiana
d A.R.S., Rajasthan Agriculture Univ. Durgapura, Jaipur, Rajasthan, India
e Biometrics and Statistics Unit, Crop Informatics Lab., International Maize and Wheat Improvement Center (CIMMYT) Apdo. Postal 6-641, C.P. 06600, D.F. Mexico
f Dep. of Genetics and Plant Breeding, Institute of Agricultural Sciences, Banaras Hindu Univ., Varanasi 221005, India

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Figure 1. Dendrogram of 18 environments based on five temperature parameters (seventh week after planting [7WM], mean minimum temperature before anthesis [BAMN], mean maximum temperature before anthesis [BAMX], mean minimum temperature after anthesis [AAMN], and mean maximum temperature after anthesis [AAMX]) analyzed by Ward's incremental sum of squares method. The table superimposed on the graph contains mean values of temperature variables for Environment Group I (EnvGr-I), Environment Group II (EnvGr-II), and Environment Group III (EnvGr-III). Letters used in superscripts (a, b, c) indicate significance of difference in mean values at p > 0.05 as revealed by post hoc test.
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Figure 2. Sites regression model biplot of GxE interaction of 25 wheat genotypes (1–25) across 18 environments shown in Table 2.
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Figure 3. Biplot based on partial least squares analysis of GxE interaction for 25 genotypes tested in 18 environments showing the relationship between genotype, environment, and genotypic variables. Genotypic variables are days to anthesis (DA), days to maturity (DM), plant height (PH), biomass at harvest (BM), thousand grain weight (TGW), grains per spike (GPS), grain weight per spike (GWS), grain growth duration (GGD), single grain weight (SGW), and harvest index (HI).
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Figure 4. Biplot based on partial least squares analysis of GxE interaction for 25 genotypes tested in 18 environments showing the relationship between genotype, environment, and environmental variables. Environmental variables are mean maximum temperatures of seventh week after planting (7WM), mean minimum temperature before anthesis (BAMN), mean maximum temperature before anthesis (BAMX), mean minimum temperature after anthesis (AAMN), and mean maximum temperature after anthesis (AAMX).
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Copyright © 2007 by the Crop Science Society of America.