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ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications

Color may be very useful to visualise complex data. As far as taxonomy is concerned, color may help observing various species’ characteristics in correlation with classification. However, choosing the number of subclasses to display is often a complex task: on the one hand, assigning a limited numbe...

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Detalles Bibliográficos
Autores principales: Lespinats, Sylvain, Fertil, Bernard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3255521/
https://www.ncbi.nlm.nih.gov/pubmed/22253532
http://dx.doi.org/10.4137/EBO.S7565
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author Lespinats, Sylvain
Fertil, Bernard
author_facet Lespinats, Sylvain
Fertil, Bernard
author_sort Lespinats, Sylvain
collection PubMed
description Color may be very useful to visualise complex data. As far as taxonomy is concerned, color may help observing various species’ characteristics in correlation with classification. However, choosing the number of subclasses to display is often a complex task: on the one hand, assigning a limited number of colors to taxa of interest hides the structure imbedded in the subtrees of the taxonomy; on the other hand, differentiating a high number of taxa by giving them specific colors, without considering the underlying taxonomy, may lead to unreadable results since relationships between displayed taxa would not be supported by the color code. In the present paper, an automatic color coding scheme is proposed to visualise the levels of taxonomic relationships displayed as overlay on any kind of data plot. To achieve this goal, a dimensionality reduction method allows displaying taxonomic “distances” onto a Euclidean two-dimensional space. The resulting map is projected onto a 2D color space (the Hue, Saturation, Brightness colorimetric space with brightness set to 1). Proximity in the taxonomic classification corresponds to proximity on the map and is therefore materialised by color proximity. As a result, each species is related to a color code showing its position in the taxonomic tree. The so called ColorPhylo displays taxonomic relationships intuitively and can be combined with any biological result. A Matlab version of ColorPhylo is available at http://sy.lespi.free.fr/ColorPhylo-homepage.html. Meanwhile, an ad-hoc distance in case of taxonomy with unknown edge lengths is proposed.
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spelling pubmed-32555212012-01-17 ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications Lespinats, Sylvain Fertil, Bernard Evol Bioinform Online Original Research Color may be very useful to visualise complex data. As far as taxonomy is concerned, color may help observing various species’ characteristics in correlation with classification. However, choosing the number of subclasses to display is often a complex task: on the one hand, assigning a limited number of colors to taxa of interest hides the structure imbedded in the subtrees of the taxonomy; on the other hand, differentiating a high number of taxa by giving them specific colors, without considering the underlying taxonomy, may lead to unreadable results since relationships between displayed taxa would not be supported by the color code. In the present paper, an automatic color coding scheme is proposed to visualise the levels of taxonomic relationships displayed as overlay on any kind of data plot. To achieve this goal, a dimensionality reduction method allows displaying taxonomic “distances” onto a Euclidean two-dimensional space. The resulting map is projected onto a 2D color space (the Hue, Saturation, Brightness colorimetric space with brightness set to 1). Proximity in the taxonomic classification corresponds to proximity on the map and is therefore materialised by color proximity. As a result, each species is related to a color code showing its position in the taxonomic tree. The so called ColorPhylo displays taxonomic relationships intuitively and can be combined with any biological result. A Matlab version of ColorPhylo is available at http://sy.lespi.free.fr/ColorPhylo-homepage.html. Meanwhile, an ad-hoc distance in case of taxonomy with unknown edge lengths is proposed. Libertas Academica 2011-11-13 /pmc/articles/PMC3255521/ /pubmed/22253532 http://dx.doi.org/10.4137/EBO.S7565 Text en © the author(s), publisher and licensee Libertas Academica Ltd. This is an open access article. Unrestricted non-commercial use is permitted provided the original work is properly cited.
spellingShingle Original Research
Lespinats, Sylvain
Fertil, Bernard
ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications
title ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications
title_full ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications
title_fullStr ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications
title_full_unstemmed ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications
title_short ColorPhylo: A Color Code to Accurately Display Taxonomic Classifications
title_sort colorphylo: a color code to accurately display taxonomic classifications
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3255521/
https://www.ncbi.nlm.nih.gov/pubmed/22253532
http://dx.doi.org/10.4137/EBO.S7565
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