Methodological proposal for the characterization of accessions in Germplasm Banks using Generalized Procrustes Analysis applied to incomplete but connected trials
Characterization of plant material conserved in germplasm banks allows the study and analysis of the genetic variability within a collection. When germplasm banks have a large number of accessions, field evaluation should be performed using assays with manageable accession subsets. Common checks connecting the different assays are required to compare these accession subsets. In this study, the Generalized Procrustes Analysis was proposed as a basis for obtaining a factorial plane where all individuals are projected. This technique is applied to genotypes common to all assays, iteratively generating scale factors and rotation matrices. Accessions only belonging to a given assay are considered supplementary elements. This proposal was illustrated using datasets of 54 maize accessions from the Pergamino Active Germplasm Bank of the Experimental Station at the Instituto Nacional de Tecnología Agropecuaria (INTA) in Argentina. The proposal achieved highly satisfactory results.
| Main Authors: | , , , |
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| Format: | info:ar-repo/semantics/artículo biblioteca |
| Language: | eng |
| Published: |
Facultad de Ciencias Agrarias, Universidad Nacional de Cuyo
2021-04
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| Subjects: | Banco de Germoplasma, Mejora Genética, Procesos Biológicos, Fitogenética, Fitomejoramiento, Maíz, Ensayo, Germplasm Banks, Genetic Gain, Biological Processes, Plant Genetics, Plant Breeding, Maize, Testing, Three-way Data, MANOVA, Pergamino, Buenos Aires, |
| Online Access: | https://revistas.uncu.edu.ar/ojs3/index.php/RFCA/article/view/4638 http://hdl.handle.net/20.500.12123/9457 |
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