Principal Component Analysis of Chilli (Capsicum annum L.) Genotypes for Quality Traits under Temperate Condition of Kashmir Valley

The PCA of the chilli parents and crosses revealed that the ive traits have been loaded on irst two and three components accounting for about 78.92% and 72.48% variance in chilli parents and crosses respectively.The Eigen values ranged from 2.60 for irst PC to 1.34 for second PC for chilli parents and 1.49 for irst PC to 1.03 for third PC for the chilli crosses.Concerning chilli parents the irst two principal components with eigen values greater than 1 were found to contribute 52.10% and 26.82% of variance respectively, explaining a cumulative variation of 72.98% andin case of the chilli crosses the irst three principal components with eigen values greater than 1 were found to contribute 29.92%, 21.91% and 20.65% of variance respectively, explaining a cumulative variation of 72.48%.The results of the principal component analysis employed in the study have demonstrated the high degree of genetic variation and the traits contributing to the variance, therefore this population panel can be used for trait development in breeding programs for the traits contributing to major variation.

Authors

Publication Details

Journal
Agriculture Association of Textile Chemical and Critical Reviews
Published
2025-03-01
DOI
https://doi.org/10.21276/aatccreview.2025.13.01.574
Primary Topic
Agricultural Practices and Plant Genetics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Principal Component Analysis of Chilli (Capsicum annum L.) Genotypes for Quality Traits under Temperate Condition of Kashmir Valley

Gowhar Ali, Ghulam Jeelani, Majid Rashid, Khursheed Hussain et al.
Agriculture Association of Textile Chemical and Critical Reviews
Agricultural Practices and Plant Genetics
article

Principal Component Analysis of Chilli (Capsicum annum L.) Genotypes for Quality Traits under Temperate Condition of Kashmir Valley

Gowhar Ali, Ghulam Jeelani, Majid Rashid, Khursheed Hussain, Tajamul Hussain, Ishfaq Ayoub, Tanveer Ahmad, I. Javaid, Javeid Ahmad Dar, Syed Mazahir Hussain, Ajaz Ahmad Malik, Zeenat Fayaz
article en

Abstract

The PCA of the chilli parents and crosses revealed that the ive traits have been loaded on irst two and three components accounting for about 78.92% and 72.48% variance in chilli parents and crosses respectively.The Eigen values ranged from 2.60 for irst PC to 1.34 for second PC for chilli parents and 1.49 for irst PC to 1.03 for third PC for the chilli crosses.Concerning chilli parents the irst two principal components with eigen values greater than 1 were found to contribute 52.10% and 26.82% of variance respectively, explaining a cumulative variation of 72.98% andin case of the chilli crosses the irst three principal components with eigen values greater than 1 were found to contribute 29.92%, 21.91% and 20.65% of variance respectively, explaining a cumulative variation of 72.48%.The results of the principal component analysis employed in the study have demonstrated the high degree of genetic variation and the traits contributing to the variance, therefore this population panel can be used for trait development in breeding programs for the traits contributing to major variation.

Agriculture Association of Textile Chemical and Critical ReviewsVol. 13(1)
Climate action
Openalex Percentile: Top 90%
Agricultural Practices and Plant Genetics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Principal Component Analysis of Chilli (Capsicum annum L.) Genotypes for Quality Traits under Temperate Condition of Kashmir Valley — Gowhar Ali, Ghulam Jeelani, et al. · Agriculture Association of Textile Chemical and Critical Reviews (2025) | TGRS Research Map | TGRS