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Morphological phenotypic dispersion of garlic cultivars by cluster analysis and multidimensional scaling

Authors :
Anderson Rodrigo da Silva
Paulo Roberto Cecon
Carlos Tadeu dos Santos Dias
Mário Puiatti
Fernando Luiz Finger
Antônio Policarpo Souza Carneiro
Source :
Scientia Agricola, Vol 71, Iss 1, Pp 38-43 (2014)
Publication Year :
2014
Publisher :
Universidade de São Paulo, 2014.

Abstract

Multivariate techniques have become a useful tool for studying the phenotypic diversity of Germplasm Bank accessions, since they make it possible to combine a variety of different information from these accessions. This study aimed to characterize the phenotypic dispersion of garlic (Allium sativum L.) using two multivariate techniques with different objective functions. Twenty accessions were morphologically characterized for bulb diameter, length, and weight; number of cloves per bulb; number of leaves per plant; and leaf area. Techniques based on generalized quadratic distance of Mahalanobis, UPGMA (Unweighted Pair Group Method with Arithmetic Mean) clustering, and nMDS (nonmetrric MultiDimensional Scaling) were applied and the relative importance of variables quantified. The two multivariate techniques were capable of identifying cultivars with different characteristics, mainly regarding their classification in subgroups of common garlic or noble garlic, according to the number of cloves per bulb. The representation of the phenotypic distance of cultivars by multidimensional scaling was slightly more effective than that with UPGMA clustering.

Details

Language :
English, Spanish; Castilian, Portuguese
ISSN :
1678992X and 01039016
Volume :
71
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Scientia Agricola
Publication Type :
Academic Journal
Accession number :
edsdoj.47f9b51658724eb89ef3c0927ffb8809
Document Type :
article
Full Text :
https://doi.org/10.1590/S0103-90162014000100005