Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans

Foraminifera are one of the few taxa that preserve their entire ontogeny in their fossilised remains. Revealing this ontogeny through micro-computed tomography (CT) of fossil planktonic foraminifera has greatly improved our understanding of their life history and allows accurate quantification of to...

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Published in:Journal of Micropalaeontology
Main Authors: A. Brombacher, A. Searle-Barnes, W. Zhang, T. H. G. Ezard
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2022
Subjects:
Online Access:https://doi.org/10.5194/jm-41-149-2022
https://doaj.org/article/db42dc6af63744f5b10069f6503a7df6
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spelling ftdoajarticles:oai:doaj.org/article:db42dc6af63744f5b10069f6503a7df6 2023-05-15T18:00:54+02:00 Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans A. Brombacher A. Searle-Barnes W. Zhang T. H. G. Ezard 2022-11-01T00:00:00Z https://doi.org/10.5194/jm-41-149-2022 https://doaj.org/article/db42dc6af63744f5b10069f6503a7df6 EN eng Copernicus Publications https://jm.copernicus.org/articles/41/149/2022/jm-41-149-2022.pdf https://doaj.org/toc/0262-821X https://doaj.org/toc/2041-4978 doi:10.5194/jm-41-149-2022 0262-821X 2041-4978 https://doaj.org/article/db42dc6af63744f5b10069f6503a7df6 Journal of Micropalaeontology, Vol 41, Pp 149-164 (2022) Geology QE1-996.5 article 2022 ftdoajarticles https://doi.org/10.5194/jm-41-149-2022 2022-12-30T19:44:42Z Foraminifera are one of the few taxa that preserve their entire ontogeny in their fossilised remains. Revealing this ontogeny through micro-computed tomography (CT) of fossil planktonic foraminifera has greatly improved our understanding of their life history and allows accurate quantification of total shell volume, growth rates and developmental constraints throughout an individual's life. Studies using CT scans currently mainly focus on chamber size, but the wealth of three-dimensional data generated by CT scans has the potential to reconstruct complete growth trajectories. Here we present an open-source R package to analyse growth in three-dimensional space. Using only the centroid x y z coordinates of every chamber, the functions determine the growth sequence and check that chambers are in the correct order. Once the order of growth has been verified, the functions calculate distances and angles between subsequent chambers, determine the total number of whorls and the number of chambers in the final whorl at the time each chamber was built, and, for the first time, quantify trochospirality. The applications of this package will enable repeatable analysis of large data sets and quantification of key taxonomic traits and ultimately provide new insights into the effects of ontogeny on evolution. Article in Journal/Newspaper Planktonic foraminifera Directory of Open Access Journals: DOAJ Articles Journal of Micropalaeontology 41 2 149 164
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Geology
QE1-996.5
spellingShingle Geology
QE1-996.5
A. Brombacher
A. Searle-Barnes
W. Zhang
T. H. G. Ezard
Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans
topic_facet Geology
QE1-996.5
description Foraminifera are one of the few taxa that preserve their entire ontogeny in their fossilised remains. Revealing this ontogeny through micro-computed tomography (CT) of fossil planktonic foraminifera has greatly improved our understanding of their life history and allows accurate quantification of total shell volume, growth rates and developmental constraints throughout an individual's life. Studies using CT scans currently mainly focus on chamber size, but the wealth of three-dimensional data generated by CT scans has the potential to reconstruct complete growth trajectories. Here we present an open-source R package to analyse growth in three-dimensional space. Using only the centroid x y z coordinates of every chamber, the functions determine the growth sequence and check that chambers are in the correct order. Once the order of growth has been verified, the functions calculate distances and angles between subsequent chambers, determine the total number of whorls and the number of chambers in the final whorl at the time each chamber was built, and, for the first time, quantify trochospirality. The applications of this package will enable repeatable analysis of large data sets and quantification of key taxonomic traits and ultimately provide new insights into the effects of ontogeny on evolution.
format Article in Journal/Newspaper
author A. Brombacher
A. Searle-Barnes
W. Zhang
T. H. G. Ezard
author_facet A. Brombacher
A. Searle-Barnes
W. Zhang
T. H. G. Ezard
author_sort A. Brombacher
title Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans
title_short Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans
title_full Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans
title_fullStr Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans
title_full_unstemmed Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans
title_sort analysing planktonic foraminiferal growth in three dimensions with foram3d: an r package for automated trait measurements from ct scans
publisher Copernicus Publications
publishDate 2022
url https://doi.org/10.5194/jm-41-149-2022
https://doaj.org/article/db42dc6af63744f5b10069f6503a7df6
genre Planktonic foraminifera
genre_facet Planktonic foraminifera
op_source Journal of Micropalaeontology, Vol 41, Pp 149-164 (2022)
op_relation https://jm.copernicus.org/articles/41/149/2022/jm-41-149-2022.pdf
https://doaj.org/toc/0262-821X
https://doaj.org/toc/2041-4978
doi:10.5194/jm-41-149-2022
0262-821X
2041-4978
https://doaj.org/article/db42dc6af63744f5b10069f6503a7df6
op_doi https://doi.org/10.5194/jm-41-149-2022
container_title Journal of Micropalaeontology
container_volume 41
container_issue 2
container_start_page 149
op_container_end_page 164
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