Assessment of South African bread wheat cultivars for milling quality
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Aucamp, J. C.
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University of the Free State
Abstract
Showing abstract in English
English: The objectives of this research were to assess South African winter and facultative bread wheat
cultivars for milling quality, to study the effect of genotype x environment interaction on the
stability of the wheat quality and to characterise the cultivars for milling performance.
Thirteen hard red varieties were planted at six localities throughout the Free Sate at two
planting dates, during 1997 to 1999. Betta-DN, Gariep, Molen, SST 367, SST 966 and Tugela-DN were planted at the first planting date. Betta-DN, Caledon, Elands, Gariep, Limpopo, PAN
3235, PAN 3349, SST 124, SST 972 and Tugela-DN were planted at the second date.
Material was evaluated for test weight, thousand kernel weight, kernel diameter, kernel
hardness, moisture content, vitreous kernels, break flour yield, flour yield, flour colour and flour
protein content.
Combined ANOVA's for the characteristics was performed over environments. Cultivar
differences were determined by means of the least significant difference at individual localities.
The analysis indicated highly significant differences among genotypes, environments and GXE
interactions, for most of the measured traits. Genotypes contributed significantly to the variance
in BFLY, DIAM, TKW and Hl. Environment had a large effect on TW, MOIST, VK, FLY, FCL
and FPC. Significant GXE interactions were present for most of the quality traits.
Canonical variate analysis was used to differentiate between cultivar groups and indicated that
TKW, DIAM, HI, BFLY and TW could effectively differentiate between cultivars. The groups
observed with regard to the mentioned characteristics were Gariep with Betta-DN and Molen
with SST 966. Tugela-DN and SST 367 were not similar to any other cultivars. At the second
planting date, Tugela-DN grouped with SST 124. Betta-DN, Caledon, Elands, Gariep, Limpopo
and PAN 3235 formed a group. SST 972 and PAN 3349 were not similar to each other or to the
other cultivars.
The correlation matrix was performed, to calculate phenotypic relationships between quality
traits. TKW had positive correlations with DIAM and these two characteristics indicated positive
correlations with MOIST. HI correlated positively to TW and also correlated positively to VK. HI
and VK correlated negatively to BFLY. High negative correlations were found between HI and
FLY. FLY had positive correlations with BFLY, but correlated negatively with FLC.
Stepwise multiple regressions indicated that only small percentages of the variation in TW, HI, BFLY, FLY and FLC could be explained by the other kernel and milling characteristics. HI
explained the variation in the TW the most effectively. VK and MOIST could be regarded as the
most important variance predictors for HI. Predictors for BFLY were kernel size and HI. These
characteristics could define 41.6 to 63.3% of the variation in BFLY. Kernel hardness
measurements, HI, BFLY and VK were the most definable for flour yield, together they
interpreted up to 50.0% of the variation in FLY. TW explained less than 4% of the variation in
FLY; therefore TW is not always reliable in predicting flour extraction. The kernel size explained
less than 9.6 to 20.7% of the variation in FLY, illustrating the difficulty of predicting flour yield by
indirect calculations. The most important variable in predicting FCL was FLY.
AMMI analysis of variance was performed to investigate the influence of the GXE interaction on
milling quality. Every locality by year combination was treated as a separate environment.
Analysis confirmed differences in genotype performance, that there were varying growth
conditions among the localities and the presence of GXE interactions. Interaction effects on TW,
percentage VK, FLY, FCL and FPC, were large. IPCA 1 stability scores were compared to the
AMMI stability values. Molen was the most stable cultivar at the first planting date. At the
second planting date, PAN 3235 and Limpopo were the stable cultivars. Betta-DN, SST 124
and Caledon were also quite stable. Tugela-DN, PAN 3349, as well as the hybrid cultivars
SST 966 and SST 972, were unstable with regard to milling quality.
Milling performance, as calculated by flour extraction, ash contents and flour colour in various
formulas, revealed Gariep and Betta-DN as the high performing cultivars (first planting date),
while Molen and Tugela-DN reflected poorer performances. The most effective performing
cultivars at the second planting dates were SST 124, PAN 3235, Betta-DN and Limpopo. PAN
3349, SST 972 and Tugela-DN indicated poorer milling performances.
Description
Keywords
Bread wheat, Correlations, Enviroment, Genotype, GXE interaction, Kernel and flour characteristics, Milling performance, Milling quality, Wheat -- Milling, Wheat -- Quality, Genotype-environment interaction, Dissertation (M.Sc.Agric. (Plant Sciences (Plant Breeding))--University of the Free State, 2003