Javascript must be enabled to continue!
Investigation of Cotton Germplasm for Genetic Divergence Regarding Yield Related Trait Using Principal Component Analysis
View through CrossRef
Abstract
Background: Cotton is a vital fiber and cash crop in Pakistan. Genetic diversity of a germplasm play an important role for cotton breeding. One hundred and two germplasm of upland cotton were investigated for genetic divergence regarding yield related attributes using principal component analysis. The research was carried out in RCB design with 2 replications. Experiment data was recorded on various qualitative and quantitative parameters and were subjected to principal components analysis (PCA) and cluster analysis.Results: PCA result showed that only four components were considered on account of their eigenvalue greater than 1 which contributed 65% to the total variability. Score plot showed that the suncrop-6, tipu-9, TJ-max, Deebal, CRIS-543, TH-20, Tahafuz-7, Eagle, BS-80, IUB-69, BH-221, NIAB-1048, and NIAB BT-2 showed the vertex of polygon and resulted as most divergent germplasm. Similarly cluster analysis also categorized the yield related traits into 5 main cluster. Cluster-1 contain 20 germplasm, cluster-II contain 16, and cluster-III, cluster-IV, and cluster-V comprise 13, 16, and 37 germplasm, respectively.Conclusion: Based on results, it was recommended that these genetically diverse germplasm might be used as parents that could be utilized in upcoming breeding programs.
Research Square Platform LLC
Title: Investigation of Cotton Germplasm for Genetic Divergence Regarding Yield Related Trait Using Principal Component Analysis
Description:
Abstract
Background: Cotton is a vital fiber and cash crop in Pakistan.
Genetic diversity of a germplasm play an important role for cotton breeding.
One hundred and two germplasm of upland cotton were investigated for genetic divergence regarding yield related attributes using principal component analysis.
The research was carried out in RCB design with 2 replications.
Experiment data was recorded on various qualitative and quantitative parameters and were subjected to principal components analysis (PCA) and cluster analysis.
Results: PCA result showed that only four components were considered on account of their eigenvalue greater than 1 which contributed 65% to the total variability.
Score plot showed that the suncrop-6, tipu-9, TJ-max, Deebal, CRIS-543, TH-20, Tahafuz-7, Eagle, BS-80, IUB-69, BH-221, NIAB-1048, and NIAB BT-2 showed the vertex of polygon and resulted as most divergent germplasm.
Similarly cluster analysis also categorized the yield related traits into 5 main cluster.
Cluster-1 contain 20 germplasm, cluster-II contain 16, and cluster-III, cluster-IV, and cluster-V comprise 13, 16, and 37 germplasm, respectively.
Conclusion: Based on results, it was recommended that these genetically diverse germplasm might be used as parents that could be utilized in upcoming breeding programs.
Related Results
Cotton prediction from weather parameters of different city of Pakistan using machine learning technique
Cotton prediction from weather parameters of different city of Pakistan using machine learning technique
Abstract
This study seeks a distinctive and efficient machine learning system for the prediction of Cotton Production using weather parameters and climate change impact on ...
Genetic structure of Thai rice and rice accessions obtained from the International Rice Research Institute
Genetic structure of Thai rice and rice accessions obtained from the International Rice Research Institute
Abstract
Background
Although the genetic structure of rice germplasm has been characterized worldwide, few studies investigated germplasm from Th...
Development and reproduction of Tetranychus cinnabarinus (Acari: Tetranychiae) on transgenic insect-resistant cotton plants
Development and reproduction of Tetranychus cinnabarinus (Acari: Tetranychiae) on transgenic insect-resistant cotton plants
The effects of two insect-resistant transgenic cotton strains (transgenic Bt pest-resistant cotton Zhongkangza 5 and Lumianyan 23, transgenic Bt+CpTI pest-resistant cotton sGK958 a...
Are Cervical Ribs Indicators of Childhood Cancer? A Narrative Review
Are Cervical Ribs Indicators of Childhood Cancer? A Narrative Review
Abstract
A cervical rib (CR), also known as a supernumerary or extra rib, is an additional rib that forms above the first rib, resulting from the overgrowth of the transverse proce...
Nature of Genetic Divergence among Some Cotton Genotypes
Nature of Genetic Divergence among Some Cotton Genotypes
Inherent divergence and parenthood of germplasm could play an important role in genetic improvement of cotton. The present investigation was conducted to assess the genetic diverge...
Association Mapping and Domestication Analysis to Dissect Genetic Improvement Process of Upland Cotton Yield-Related Traits in China
Association Mapping and Domestication Analysis to Dissect Genetic Improvement Process of Upland Cotton Yield-Related Traits in China
Abstract
BackgroundCotton fiber yield is a complex trait, which can be influenced by multiple agronomic traits. Unravelling the genetic basis of cotton fiber yield related ...
EVALUATION OF VARIOUS COTTON GENOTYPES THROUGH GENETIC DIVERSITY ANALYSIS
EVALUATION OF VARIOUS COTTON GENOTYPES THROUGH GENETIC DIVERSITY ANALYSIS
Fifty-two varieties/strains of cotton were studied to explore the genetic divergence in the yield trials at Cotton Research Station, Faisalabad. The study aimed to identify strains...
Genetic Divergence of Balam Rice (Oryza sativa L.) Germplasm of Bangladesh
Genetic Divergence of Balam Rice (Oryza sativa L.) Germplasm of Bangladesh
Forty genotypes of Balam rice germplasm of Bangladesh were studied for 17 morpho-physicochemical characters at BRRI during 2009-11. The cluster analysis using MahalanobisÂ’ D2 stati...

