principal component analysis of tomato genotypes based on some morphological and biochemical quality indicators

principal component analysis of tomato genotypes based on some morphological and biochemical quality indicators

;Glogovac Svetlana;Takač Adam;Tepić Aleksandra;Šumić Zdravko;Gvozdanović-Varga Jelica;Červenski Janko;Vasić Mirjana;Popović Vukašin
Preventive medicine 2012 Vol. 49 pp. 296-301
259
svetlana2012ratarstvoprincipal

Abstract

This study investigates variability of tomato genotypes based on morphological and biochemical fruit traits. Experimental material is a part of tomato genetic collection from Institute of Filed and Vegetable Crops in Novi Sad, Serbia. Genotypes were analyzed for fruit mass, locule number, index of fruit shape, fruit colour, dry matter content, total sugars, total acidity, lycopene and vitamin C. Minimum, maximum and average values and main indicators of variability (CV and σ) were calculated. Principal component analysis was performed to determinate variability source structure. Four principal components, which contribute 93.75% of the total variability, were selected for analysis. The first principal component is defined by vitamin C, locule number and index of fruit shape. The second component is determined by dry matter content, and total acidity, the third by lycopene, fruit mass and fruit colour. Total sugars had the greatest part in the fourth component.

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