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: Brombacher, Anieke, Searle-Barnes, Alex, Zhang, Wenshu, Ezard, Thomas H. G.
Format: Text
Language:English
Published: 2022
Subjects:
Online Access:https://doi.org/10.5194/jm-41-149-2022
https://jm.copernicus.org/articles/41/149/2022/
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spelling ftcopernicus:oai:publications.copernicus.org:jm104463 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 Brombacher, Anieke Searle-Barnes, Alex Zhang, Wenshu Ezard, Thomas H. G. 2022-11-01 application/pdf https://doi.org/10.5194/jm-41-149-2022 https://jm.copernicus.org/articles/41/149/2022/ eng eng doi:10.5194/jm-41-149-2022 https://jm.copernicus.org/articles/41/149/2022/ eISSN: 2041-4978 Text 2022 ftcopernicus https://doi.org/10.5194/jm-41-149-2022 2022-11-07T17:22:43Z 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. Text Planktonic foraminifera Copernicus Publications: E-Journals Journal of Micropalaeontology 41 2 149 164
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
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 Text
author Brombacher, Anieke
Searle-Barnes, Alex
Zhang, Wenshu
Ezard, Thomas H. G.
spellingShingle Brombacher, Anieke
Searle-Barnes, Alex
Zhang, Wenshu
Ezard, Thomas H. G.
Analysing planktonic foraminiferal growth in three dimensions with foram3D: an R package for automated trait measurements from CT scans
author_facet Brombacher, Anieke
Searle-Barnes, Alex
Zhang, Wenshu
Ezard, Thomas H. G.
author_sort Brombacher, Anieke
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
publishDate 2022
url https://doi.org/10.5194/jm-41-149-2022
https://jm.copernicus.org/articles/41/149/2022/
genre Planktonic foraminifera
genre_facet Planktonic foraminifera
op_source eISSN: 2041-4978
op_relation doi:10.5194/jm-41-149-2022
https://jm.copernicus.org/articles/41/149/2022/
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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