Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods

<p>In order to study of genetic diversity and classify physio-agronomic characters under normal irrigation and drought stress in wheat cultivars, 15 cultivars were evaluated in the research farm of University of Mahabad, Iran. According to stepwise regression some of traits entered to final mo...

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Main Authors: Mohammad Reza Naghavi, Marouf Khalili
Format: Article
Language:English
Published: University of Ljubljana, Biotechnical Faculty 2017-09-01
Series:Acta Agriculturae Slovenica
Subjects:
Online Access:http://ojs.aas.bf.uni-lj.si/index.php/AAS/article/view/394
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spelling doaj-cc5dfa0696064c8091cf4c5c0f01f29c2020-11-24T21:51:54ZengUniversity of Ljubljana, Biotechnical FacultyActa Agriculturae Slovenica1581-91751854-19412017-09-01109240341510.14720/aas.2017.109.2.23180Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methodsMohammad Reza Naghavi0Marouf Khalili1Assistant Professor, Department of Agriculture, Payame Noor University, IranAssistant Professor, Department of Agriculture, Payame Noor University, Iran<p>In order to study of genetic diversity and classify physio-agronomic characters under normal irrigation and drought stress in wheat cultivars, 15 cultivars were evaluated in the research farm of University of Mahabad, Iran. According to stepwise regression some of traits entered to final model that as far to correlation coefficients and path analysis regarding, the biggest part of correlation coefficient and direct effect was achieved for number of grains per spike, number spikes per plant with grain yield under two conditions. These traits had the highest indirect effect on the grain yield mutually. So, screening for high value for these traits can bring increase in wheat grain yield under two conditions. Factor analysis detected three and four factors which explained 91.23 and 92.43 percent of the total variation in non-drought stress and drought stress conditions, respectively. In drought stress condition the first factor, second factor, third factor and fourth factors were named as yield component, physiological, biomass and growth, and yield factor respectively. Cluster analysis based on the three and four factors grouped cultivars into the two groups under normal and three groups under drought stress conditions. Generally, tolerant cultivars can be used for direct culture or as parents for create of variation in breeding programs.</p>http://ojs.aas.bf.uni-lj.si/index.php/AAS/article/view/394correlationdrought stressfactor analysispath analysisphysio-agronomic traitswheat
collection DOAJ
language English
format Article
sources DOAJ
author Mohammad Reza Naghavi
Marouf Khalili
spellingShingle Mohammad Reza Naghavi
Marouf Khalili
Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods
Acta Agriculturae Slovenica
correlation
drought stress
factor analysis
path analysis
physio-agronomic traits
wheat
author_facet Mohammad Reza Naghavi
Marouf Khalili
author_sort Mohammad Reza Naghavi
title Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods
title_short Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods
title_full Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods
title_fullStr Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods
title_full_unstemmed Evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods
title_sort evaluation of genetic diversity and traits relations in wheat cultivars under drought stress using advanced statistical methods
publisher University of Ljubljana, Biotechnical Faculty
series Acta Agriculturae Slovenica
issn 1581-9175
1854-1941
publishDate 2017-09-01
description <p>In order to study of genetic diversity and classify physio-agronomic characters under normal irrigation and drought stress in wheat cultivars, 15 cultivars were evaluated in the research farm of University of Mahabad, Iran. According to stepwise regression some of traits entered to final model that as far to correlation coefficients and path analysis regarding, the biggest part of correlation coefficient and direct effect was achieved for number of grains per spike, number spikes per plant with grain yield under two conditions. These traits had the highest indirect effect on the grain yield mutually. So, screening for high value for these traits can bring increase in wheat grain yield under two conditions. Factor analysis detected three and four factors which explained 91.23 and 92.43 percent of the total variation in non-drought stress and drought stress conditions, respectively. In drought stress condition the first factor, second factor, third factor and fourth factors were named as yield component, physiological, biomass and growth, and yield factor respectively. Cluster analysis based on the three and four factors grouped cultivars into the two groups under normal and three groups under drought stress conditions. Generally, tolerant cultivars can be used for direct culture or as parents for create of variation in breeding programs.</p>
topic correlation
drought stress
factor analysis
path analysis
physio-agronomic traits
wheat
url http://ojs.aas.bf.uni-lj.si/index.php/AAS/article/view/394
work_keys_str_mv AT mohammadrezanaghavi evaluationofgeneticdiversityandtraitsrelationsinwheatcultivarsunderdroughtstressusingadvancedstatisticalmethods
AT maroufkhalili evaluationofgeneticdiversityandtraitsrelationsinwheatcultivarsunderdroughtstressusingadvancedstatisticalmethods
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