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Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population
The population synchrony of tree seed production has attracted widespread attention in agriculture, forestry and ecosystem management. Oaks usually show synchronisation of irregular or intermittent sequences of acorn production, which is termed ‘masting’. Tree crops such as citrus and pistachio show...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821922/ https://www.ncbi.nlm.nih.gov/pubmed/31666538 http://dx.doi.org/10.1038/s41598-019-50815-8 |
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author | Sakai, Kenshi Hoshino, Yoshinobu Prasad, Awadhesh Sugawara Fukamachi, Atsuko Ishibashi, Akira |
author_facet | Sakai, Kenshi Hoshino, Yoshinobu Prasad, Awadhesh Sugawara Fukamachi, Atsuko Ishibashi, Akira |
author_sort | Sakai, Kenshi |
collection | PubMed |
description | The population synchrony of tree seed production has attracted widespread attention in agriculture, forestry and ecosystem management. Oaks usually show synchronisation of irregular or intermittent sequences of acorn production, which is termed ‘masting’. Tree crops such as citrus and pistachio show a clear two-year cycle (period-2) termed ‘alternate bearing’. We identified period-3 dominant phase synchronisation in a population of Zelkova serrata. As ‘period-3’ is known to provide evidence to imply chaos in nonlinear science, the observed period-3 phase synchronisation of Zelkova serrata is an attractive real-world phenomenon that warrants investigation in terms of nonlinear dynamics. Using the Hilbert transform, we proposed a procedure to determine the fractions of periods underlying the survey data and distinguished the on-year (high yield year) and the off-year (low yield year) of the masting. We quantified the effects of pollen coupling, common environmental noise and individual variability on the phase synchronisation and demonstrated how the period-3 synchronisation emerges through a border-collision bifurcation process. In this paper, we propose a model that can describe diverse behaviours of seed production observed in many different tree species by changing its parameters. |
format | Online Article Text |
id | pubmed-6821922 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68219222019-11-05 Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population Sakai, Kenshi Hoshino, Yoshinobu Prasad, Awadhesh Sugawara Fukamachi, Atsuko Ishibashi, Akira Sci Rep Article The population synchrony of tree seed production has attracted widespread attention in agriculture, forestry and ecosystem management. Oaks usually show synchronisation of irregular or intermittent sequences of acorn production, which is termed ‘masting’. Tree crops such as citrus and pistachio show a clear two-year cycle (period-2) termed ‘alternate bearing’. We identified period-3 dominant phase synchronisation in a population of Zelkova serrata. As ‘period-3’ is known to provide evidence to imply chaos in nonlinear science, the observed period-3 phase synchronisation of Zelkova serrata is an attractive real-world phenomenon that warrants investigation in terms of nonlinear dynamics. Using the Hilbert transform, we proposed a procedure to determine the fractions of periods underlying the survey data and distinguished the on-year (high yield year) and the off-year (low yield year) of the masting. We quantified the effects of pollen coupling, common environmental noise and individual variability on the phase synchronisation and demonstrated how the period-3 synchronisation emerges through a border-collision bifurcation process. In this paper, we propose a model that can describe diverse behaviours of seed production observed in many different tree species by changing its parameters. Nature Publishing Group UK 2019-10-30 /pmc/articles/PMC6821922/ /pubmed/31666538 http://dx.doi.org/10.1038/s41598-019-50815-8 Text en © The Author(s) 2019 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 Sakai, Kenshi Hoshino, Yoshinobu Prasad, Awadhesh Sugawara Fukamachi, Atsuko Ishibashi, Akira Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population |
title | Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population |
title_full | Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population |
title_fullStr | Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population |
title_full_unstemmed | Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population |
title_short | Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population |
title_sort | period-3 dominant phase synchronisation of zelkova serrata: border-collision bifurcation observed in a plant population |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821922/ https://www.ncbi.nlm.nih.gov/pubmed/31666538 http://dx.doi.org/10.1038/s41598-019-50815-8 |
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