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Phenomics of elite heirlooms of peppers (Capsicum annuum L.) from the Spanish centre of diversity: Conventional and high-throughput digital tools towards varietal typification

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Phenomics of elite heirlooms of peppers (Capsicum annuum L.) from the Spanish centre of diversity: Conventional and high-throughput digital tools towards varietal typification

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dc.contributor.author Pereira-Días, Leandro es_ES
dc.contributor.author Fita, Ana es_ES
dc.contributor.author Vilanova Navarro, Santiago es_ES
dc.contributor.author Sanchez-Lopez, Elena es_ES
dc.contributor.author Rodríguez Burruezo, Adrián es_ES
dc.date.accessioned 2021-09-02T03:31:36Z
dc.date.available 2021-09-02T03:31:36Z
dc.date.issued 2021-04-30 es_ES
dc.identifier.issn 0304-4238 es_ES
dc.identifier.uri http://hdl.handle.net/10251/171221
dc.description.abstract [EN] Spain is a relevant secondary centre of diversity for Capsicum annuum peppers, especially for the bell types known as Pimiento Morron or Pimiento de Morro. Thus, a myriad of highly regarded landraces adapted to a wide range of conditions can be found throughout the country, as a result of centuries of farmers breeding. Despite that, these materials lack of proper characterization, of paramount importance for farmers, breeders and germplasm management. In this regard, in addition to internationally accepted conventional descriptors, high-throughput digital phenotyping tools like Tomato Analyzer, a software originally developed to process scanned images of cut tomato fruits and to record a range of morphological parameters, may provide an important help towards exhaustive germplasm characterization. With this aim, 32 conventional and 35 Tomato Analyzer digital traits were used herein to characterize a large collection of C. annuum accessions from all Spanish regions, including Protected Designations of Origin and Protected Geographical Indications, with emphasis on Marron peppers, in order to assess the diversity within Spanish elite germplasm and to test the efficiency of those methods to differentiate varietal types and closely related materials. A considerable amount of variation was found using both conventional and digital traits, even within Marron pepper groups, reflecting the diversity of Spanish peppers in terms of plant and fruit morphology, essential for future breeding programs. Both conventional descriptors and digital parameters were able to distinguish varietal groups. However, on the whole, digital phenotyping was able to discriminate in a more accurate way. Most digital parameters were able to discriminate varietal groups into higher numbers of categories (>= 4) than conventional traits (usually 2-4). In addition, the number of significant pairwise differences among varietal groups was considerably higher for digital parameters than for conventional descriptors, enabling a powerful separation, particularly relevant for closely related groups such as Morron peppers. Likewise, as revealed by Principal Components Analysis, digital phenotyping allowed a more powerful intra-varietal separation compared to conventional descriptors. Finally, a subset of 4 conventional descriptors and 13 Tomato Analyzer traits were identified as the most discriminant to distinguish among closely related C. annuum accessions, explaining 81.81 % of total variance found by Principal Components Analysis. Fruit traits explained the highest percentage of variance for our collection es_ES
dc.description.sponsorship This work has been financed by INIA projects RTA2014-00041-C02-02 and RF2010-00025-00-00, FEDER fund\s. Authors are also grateful to the different Research Institutions, scientists and breeders, and PDOs and PGIs Regulatory Boards, included on Table 1 for providing part of the materials studied here. Finally, thanks are given to Prof. Jaime Prohens for his kind and useful advice in the statistic interpretation of PCAs and MSc Elena Rosa for her help in the edition of Fig. 1. es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Scientia Horticulturae es_ES
dc.rights Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) es_ES
dc.subject Capsicum annuum es_ES
dc.subject Ecotypes es_ES
dc.subject Germplasm es_ES
dc.subject Protected Designations of Origin es_ES
dc.subject IPGRI es_ES
dc.subject Tomato Analyzer es_ES
dc.subject.classification GENETICA es_ES
dc.title Phenomics of elite heirlooms of peppers (Capsicum annuum L.) from the Spanish centre of diversity: Conventional and high-throughput digital tools towards varietal typification es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.scienta.2020.109245 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MICINN//RF2010-00025-00-00/ES/Consecución de una colección nuclear de pimiento y especies relacionadas (Capsicum spp.) basada en marcadores AFLPs y SSRs/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/MINECO//RTA2014-00041-C02-02/ES/Selección y mejora de variedades tradicionales de pimiento (Capsicum annuum L.) para rendimiento y calidad de fruto y adaptadas a cultivo ecológico/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Biotecnología - Departament de Biotecnologia es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario de Conservación y Mejora de la Agrodiversidad Valenciana - Institut Universitari de Conservació i Millora de l'Agrodiversitat Valenciana es_ES
dc.description.bibliographicCitation Pereira-Días, L.; Fita, A.; Vilanova Navarro, S.; Sanchez-Lopez, E.; Rodríguez Burruezo, A. (2021). Phenomics of elite heirlooms of peppers (Capsicum annuum L.) from the Spanish centre of diversity: Conventional and high-throughput digital tools towards varietal typification. Scientia Horticulturae. 265:1-17. https://doi.org/10.1016/j.scienta.2020.109245 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1016/j.scienta.2020.109245 es_ES
dc.description.upvformatpinicio 1 es_ES
dc.description.upvformatpfin 17 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 265 es_ES
dc.relation.pasarela S\402833 es_ES
dc.contributor.funder European Regional Development Fund es_ES
dc.contributor.funder Ministerio de Ciencia e Innovación es_ES
dc.contributor.funder Ministerio de Economía y Competitividad es_ES
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