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Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies
PREMISE OF THE STUDY: Studies of plant cell and organ outline using shape analysis for taxonomic and morphological research have increased in the past decade. However, there are a limited number of available modern, intuitive, and easy software tools to conduct this work. METHODS: We developed a too...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6303154/ https://www.ncbi.nlm.nih.gov/pubmed/30598862 http://dx.doi.org/10.1002/aps3.1204 |
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author | Wishkerman, Asher Hamilton, Paul B. |
author_facet | Wishkerman, Asher Hamilton, Paul B. |
author_sort | Wishkerman, Asher |
collection | PubMed |
description | PREMISE OF THE STUDY: Studies of plant cell and organ outline using shape analysis for taxonomic and morphological research have increased in the past decade. However, there are a limited number of available modern, intuitive, and easy software tools to conduct this work. METHODS: We developed a tool for shape outline extraction using MATLAB accompanied with R scripts to perform elliptic Fourier analysis. To demonstrate the shape tool, we applied the software and scripts for genera and species shape determinations of diatom (single cell) species with x‐, y‐, and x‐ + y‐shape symmetries. RESULTS: Using the shape analysis tool, we were able to identify and distinguish different diatom taxa based on forms representing size diminutions associated with population changes. DISCUSSION: Independent of symmetry, species were successfully distinguished using supervised and unsupervised analyses. We hope that these shape analysis tools will be used to add another metric to plant science studies. |
format | Online Article Text |
id | pubmed-6303154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63031542018-12-31 Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies Wishkerman, Asher Hamilton, Paul B. Appl Plant Sci Application Articles PREMISE OF THE STUDY: Studies of plant cell and organ outline using shape analysis for taxonomic and morphological research have increased in the past decade. However, there are a limited number of available modern, intuitive, and easy software tools to conduct this work. METHODS: We developed a tool for shape outline extraction using MATLAB accompanied with R scripts to perform elliptic Fourier analysis. To demonstrate the shape tool, we applied the software and scripts for genera and species shape determinations of diatom (single cell) species with x‐, y‐, and x‐ + y‐shape symmetries. RESULTS: Using the shape analysis tool, we were able to identify and distinguish different diatom taxa based on forms representing size diminutions associated with population changes. DISCUSSION: Independent of symmetry, species were successfully distinguished using supervised and unsupervised analyses. We hope that these shape analysis tools will be used to add another metric to plant science studies. John Wiley and Sons Inc. 2018-12-21 /pmc/articles/PMC6303154/ /pubmed/30598862 http://dx.doi.org/10.1002/aps3.1204 Text en © 2018 Canadian Museum of Nature Applications in Plant Sciences is published by Wiley Periodicals, Inc. on behalf of the Botanical Society of America This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Application Articles Wishkerman, Asher Hamilton, Paul B. Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies |
title | Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies |
title_full | Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies |
title_fullStr | Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies |
title_full_unstemmed | Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies |
title_short | Shape outline extraction software (DiaOutline) for elliptic Fourier analysis application in morphometric studies |
title_sort | shape outline extraction software (diaoutline) for elliptic fourier analysis application in morphometric studies |
topic | Application Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6303154/ https://www.ncbi.nlm.nih.gov/pubmed/30598862 http://dx.doi.org/10.1002/aps3.1204 |
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