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A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance
Plant breeding for intercropping is lagging because most varieties currently available in the market are selected for sole cropping systems. The present study analyzed the response of durum wheat (12 varieties) and faba bean (3 varieties) in pure and mixed cropping. Field trials were conducted in 20...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8984478/ https://www.ncbi.nlm.nih.gov/pubmed/35401585 http://dx.doi.org/10.3389/fpls.2022.733116 |
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author | Tavoletti, Stefano Merletti, Ariele |
author_facet | Tavoletti, Stefano Merletti, Ariele |
author_sort | Tavoletti, Stefano |
collection | PubMed |
description | Plant breeding for intercropping is lagging because most varieties currently available in the market are selected for sole cropping systems. The present study analyzed the response of durum wheat (12 varieties) and faba bean (3 varieties) in pure and mixed cropping. Field trials were conducted in 2019 and 2020. The performance of each variety in mixed and pure cropping was evaluated using both univariate and multivariate analyses of the grain yield and land equivalent ratio (LER). For durum wheat, grain protein content was also evaluated. Durum wheat varieties were characterized by good performance in both years, whereas faba bean varieties were more affected by the growing season, suggesting that much breeding effort is warranted to improve the latter as a pure and mixed crop. Moreover, the relative performance of all varieties was affected by their combination in mixed cropping, as evaluated based on the ratio (LERratio) between LER for wheat (LERw) and LER for faba bean (LERfb). To further evaluate the overall performance of wheat and faba bean in mixed cropping, total yield, LERtotal (LERw + LERfb), and ln(LERratio) were subjected to principal component and cluster analyses. The first principal component combined the total yield and LERtotal in a single index of the overall performance of each mixed crop combination. The second principal component, based on ln(LERratio), highlighted the relative performance of varieties in each mixed crop combination. The proposed multivariate approach can be applied in the breeding programs for intercropping to identify variety combinations based on crop performance and the relative importance of the proportion of cereal and legume grains in the total harvest. |
format | Online Article Text |
id | pubmed-8984478 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89844782022-04-07 A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance Tavoletti, Stefano Merletti, Ariele Front Plant Sci Plant Science Plant breeding for intercropping is lagging because most varieties currently available in the market are selected for sole cropping systems. The present study analyzed the response of durum wheat (12 varieties) and faba bean (3 varieties) in pure and mixed cropping. Field trials were conducted in 2019 and 2020. The performance of each variety in mixed and pure cropping was evaluated using both univariate and multivariate analyses of the grain yield and land equivalent ratio (LER). For durum wheat, grain protein content was also evaluated. Durum wheat varieties were characterized by good performance in both years, whereas faba bean varieties were more affected by the growing season, suggesting that much breeding effort is warranted to improve the latter as a pure and mixed crop. Moreover, the relative performance of all varieties was affected by their combination in mixed cropping, as evaluated based on the ratio (LERratio) between LER for wheat (LERw) and LER for faba bean (LERfb). To further evaluate the overall performance of wheat and faba bean in mixed cropping, total yield, LERtotal (LERw + LERfb), and ln(LERratio) were subjected to principal component and cluster analyses. The first principal component combined the total yield and LERtotal in a single index of the overall performance of each mixed crop combination. The second principal component, based on ln(LERratio), highlighted the relative performance of varieties in each mixed crop combination. The proposed multivariate approach can be applied in the breeding programs for intercropping to identify variety combinations based on crop performance and the relative importance of the proportion of cereal and legume grains in the total harvest. Frontiers Media S.A. 2022-03-23 /pmc/articles/PMC8984478/ /pubmed/35401585 http://dx.doi.org/10.3389/fpls.2022.733116 Text en Copyright © 2022 Tavoletti and Merletti. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Tavoletti, Stefano Merletti, Ariele A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance |
title | A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance |
title_full | A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance |
title_fullStr | A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance |
title_full_unstemmed | A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance |
title_short | A Comprehensive Approach to Evaluate Durum Wheat–Faba Bean Mixed Crop Performance |
title_sort | comprehensive approach to evaluate durum wheat–faba bean mixed crop performance |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8984478/ https://www.ncbi.nlm.nih.gov/pubmed/35401585 http://dx.doi.org/10.3389/fpls.2022.733116 |
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