AMMI model in the analysis of genotype by environment interaction of conventionally and organically grown onion
This study was aimed to assess the stability of direct yield components (bulb weight and number plot-1) and other yield contributing characteristics (bulb diameter, height and index, neck diameter and length, plant height, emergence and vegetation period) in five commercial onion cultivars grown in...
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Veröffentlicht in: | Genetika (Beograd) 2016, Vol.48 (3), p.1027-1038 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | This study was aimed to assess the stability of direct yield components (bulb
weight and number plot-1) and other yield contributing characteristics (bulb
diameter, height and index, neck diameter and length, plant height, emergence
and vegetation period) in five commercial onion cultivars grown in
conventional and organic environments, by employing additive main effect and
multiplicative interaction (AMMI) statistical model in data analysis. The
two-year field trial organized in complete randomized blocks included the
plots maintained in four regimes: mineral fertilization (conventional),
without fertilization, fertilization with farmyard manure and with bacterial
fertilizer (organic). Each treatment by year combination was considered as an
environment. Analysis of variance of AMMI model calculated for the
investigated traits showed that all sources of variation (genotypes,
environments, genotype by environment interaction) were highly significant.
The largest proportions of the total sum of squares were encompassed by
environments, except for emergence and bulb index with the pronounced effect
of genotypes (67.26 and 52.54%, respectively) and neck length with the
genotype by environment interaction amounting 44.59%. Generally, the effects
of the interactions were in the common range. The AMMI model with two axes
was concluded as the best model for the investigated traits. Onions grown in
conventional system outperformed the organic ones. However, good performance
of the genotypes was accompanied with low stability across the environments
and vice versa. Therefore breeding programs intended to develop cultivars
adapted to alternative production systems should rely on the experiments set
in the corresponding environments that include various combinations of
genotypes and agro-technical procedures based on the principles of organic
agriculture. |
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ISSN: | 0534-0012 1820-6069 |
DOI: | 10.2298/GENSR1603027B |