Indian Journal of Ecology
Web of Science
  • Year: 2026
  • Volume: 52
  • Issue: 1

Principal Component Analysis of Morphological and Physiological Traits in Mustard (Brassica juncea) in Semi-arid Condition of Rajasthan

  • Author:
  • Anita2*, Deepak Gupta2, Anil Kumar1
  • Total Page Count: 5
  • Page Number: 161 to 165

1Department of Genetics & Plant Breeding, Swami Keshwanand Rajasthan Agricultural University, Bikaner-334 006, India

2Department of Genetics & Plant Breeding, Sri Karan Narendra Agriculture University, Jobner, Jaipur-303 329, India

*E-mail: akhedar1993@gmail.com

Abstract

Mustard (Brassica spp.) is a vital oilseed crop with significant variability in key morphological, physiological, and yield-related traits, offering substantial scope for genetic improvement. This study employed descriptive statistics and principal component analysis (PCA) to analyze different traits. The first two components accounted for 59.8% of the total variability, with PC1 (51.5%) emphasizing growth traits like days to maturity and PC2 (8.2%) highlighting quality traits such as oil content and 1000-seed weight. Genotypes such as IC 122449 and its hybrids showed promise for early maturity and biomass accumulation, while PM 28 x EC 766136 excelled in yield and quality traits. Correlation analysis revealed key relationships, including a negative correlation between days to flowering and seed yield (-0.396) and positive correlations for drought-resilience traits like relative water content (0.52) and proline content (0.507) with yield. These findings underscore the importance of integrating multi-trait analysis for breeding stress-tolerant, high-yielding, and quality-rich mustard varieties.

Keywords

Mustard, Brassica juncea, Traits, Principal component analysis, Semi-arid condition