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Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis
The Miscanthus genus of perennial grasses is grown for bioenergy and biorenewable feedstocks. Most Miscanthus crop is M × giganteus which is rhizome propagated and therefore difficult to multiply at large scale. Seed-based propagation of new hybrids is being developed, but Miscanthus is difficult to...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994594/ https://www.ncbi.nlm.nih.gov/pubmed/32005862 http://dx.doi.org/10.1038/s41598-020-58322-x |
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author | Awty-Carroll, Danny Ravella, Sreenivas Clifton-Brown, John Robson, Paul |
author_facet | Awty-Carroll, Danny Ravella, Sreenivas Clifton-Brown, John Robson, Paul |
author_sort | Awty-Carroll, Danny |
collection | PubMed |
description | The Miscanthus genus of perennial grasses is grown for bioenergy and biorenewable feedstocks. Most Miscanthus crop is M × giganteus which is rhizome propagated and therefore difficult to multiply at large scale. Seed-based propagation of new hybrids is being developed, but Miscanthus is difficult to establish from seed especially in the field. Miscanthus is often grown on marginal land adding to the challenge of successfully establishing the crop. Improved understanding of the limits and biology of germination in Miscanthus species is needed. Seed germination is affected by physical and chemical factors that impact germination differently depending on level of exposure. In this investigation of Miscanthus germination, four hormones plus water stress were investigated and the range over which these factors affect germination was determined. An efficient Taguchi experimental design was used to assess the five factors in combination with the effects of light and seed priming. This determined an example of a set of optimum conditions for Miscanthus germination and demonstrated how this could change based on fixing one condition. The experiment showed how environmental stress impacted germination and how treatments such as gibberellic acid could be used to mitigate stress. |
format | Online Article Text |
id | pubmed-6994594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-69945942020-02-06 Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis Awty-Carroll, Danny Ravella, Sreenivas Clifton-Brown, John Robson, Paul Sci Rep Article The Miscanthus genus of perennial grasses is grown for bioenergy and biorenewable feedstocks. Most Miscanthus crop is M × giganteus which is rhizome propagated and therefore difficult to multiply at large scale. Seed-based propagation of new hybrids is being developed, but Miscanthus is difficult to establish from seed especially in the field. Miscanthus is often grown on marginal land adding to the challenge of successfully establishing the crop. Improved understanding of the limits and biology of germination in Miscanthus species is needed. Seed germination is affected by physical and chemical factors that impact germination differently depending on level of exposure. In this investigation of Miscanthus germination, four hormones plus water stress were investigated and the range over which these factors affect germination was determined. An efficient Taguchi experimental design was used to assess the five factors in combination with the effects of light and seed priming. This determined an example of a set of optimum conditions for Miscanthus germination and demonstrated how this could change based on fixing one condition. The experiment showed how environmental stress impacted germination and how treatments such as gibberellic acid could be used to mitigate stress. Nature Publishing Group UK 2020-01-31 /pmc/articles/PMC6994594/ /pubmed/32005862 http://dx.doi.org/10.1038/s41598-020-58322-x Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Awty-Carroll, Danny Ravella, Sreenivas Clifton-Brown, John Robson, Paul Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis |
title | Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis |
title_full | Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis |
title_fullStr | Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis |
title_full_unstemmed | Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis |
title_short | Using a Taguchi DOE to investigate factors and interactions affecting germination in Miscanthus sinensis |
title_sort | using a taguchi doe to investigate factors and interactions affecting germination in miscanthus sinensis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994594/ https://www.ncbi.nlm.nih.gov/pubmed/32005862 http://dx.doi.org/10.1038/s41598-020-58322-x |
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