Proposal of methodologies for environment stratification and analysis of genotype adaptability

IF 1.3 4区 农林科学 Q3 AGRONOMY
D. M. Murakami, C. Cruz
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引用次数: 42

Abstract

A cultivar which performs well in a given environment will not necessarily perform as well in others. Thus studies on environmental stratification must be carried out to provide indications for cultivars. A procedure commonly used is the stratification of environments through the analysis of genotype-environment interactions, which must be minimal or statistically not significant. We propose an alternative procedure based on factor analysis. Moreover, we propose a methodolo gy for the analysis of genotype adaptability through graphic analysis, generated by plotting scores from factor analysis. These new methodologies were used to assess grain yield of maize hybrids evaluated in diferent environments. Results provided the establishment of environmental subgroups with high correlations within the subgroups, and low or no correlations among them. The scores provided plot that helped understand the adaptability of the hybrids. The methodologies proposed for environment stratification and adaptability analysis were effective and of easy interpretation.
环境分层和基因型适应性分析方法的提出
在特定环境中表现良好的品种在其他环境中不一定表现良好。因此,必须进行环境分层研究,为栽培品种提供指示。一种常用的方法是通过分析基因型-环境相互作用对环境进行分层,这种相互作用必须是最小的或统计上不显著的。我们提出了一种基于因子分析的替代程序。此外,我们还提出了一种通过图形分析来分析基因型适应性的方法,该方法由因子分析得出的分数绘制而成。这些新方法被用于评估不同环境下玉米杂交种的产量。结果表明,环境亚群的建立在亚群内部具有高相关性,而亚群之间具有低相关性或无相关性。这些分数提供了有助于了解杂交种适应性的图表。提出的环境分层和适应性分析方法有效且易于解释。
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来源期刊
Crop Breeding and Applied Biotechnology
Crop Breeding and Applied Biotechnology AGRONOMY-BIOTECHNOLOGY & APPLIED MICROBIOLOGY
CiteScore
2.70
自引率
13.30%
发文量
25
审稿时长
6-12 weeks
期刊介绍: The CBAB – CROP BREEDING AND APPLIED BIOTECHNOLOGY (ISSN 1984-7033) – is the official quarterly journal of the Brazilian Society of Plant Breeding, abbreviated CROP BREED APPL BIOTECHNOL. It publishes original scientific articles, which contribute to the scientific and technological development of plant breeding and agriculture. Articles should be to do with basic and applied research on improvement of perennial and annual plants, within the fields of genetics, conservation of germplasm, biotechnology, genomics, cytogenetics, experimental statistics, seeds, food quality, biotic and abiotic stress, and correlated areas. The article must be unpublished. Simultaneous submitting to another periodical is ruled out. Authors are held solely responsible for the opinions and ideas expressed, which do not necessarily reflect the view of the Editorial board. However, the Editorial board reserves the right to suggest or ask for any modifications required. The journal adopts the Ithenticate software for identification of plagiarism. Complete or partial reproduction of articles is permitted, provided the source is cited. All content of the journal, except where identified, is licensed under a Creative Commons attribution-type BY. All articles are published free of charge. This is an open access journal.
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