Taxonomic utility of isolated ankylosaurian dinosaur teeth using traditional and geometric morphometrics with implications for ankylosaur palaeoecology
Data files
Jun 02, 2025 version files 2.99 MB
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README.md
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Supplemental_1.csv
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Supplemental_2.csv
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Supplemental_3.txt
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Supplemental_4.txt
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Supplemental_5.zip
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Supplemental_6.zip
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Supplemental_7.pdf
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Supplemental_8.pdf
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Supplemental_9.pdf
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Jul 22, 2025 version files 3 MB
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README.md
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Supplemental_1.csv
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Supplemental_2.csv
91.03 KB
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Supplemental_3.txt
18.69 KB
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Supplemental_4.txt
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Supplemental_5.zip
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Supplemental_6.zip
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Supplemental_7.pdf
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Supplemental_8.pdf
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Supplemental_9.pdf
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Abstract
The presence of a basal cingulum, fluting, and overall size have been used to differentiate nodosaurid and ankylosaurid teeth for decades. The taxonomic utility of tooth morphology in ankylosaurs, however, has not been quantitatively tested. Additionally, new phylogenetic hypotheses recognize four ankylosaur families (Panoplosauridae, Polacanthidae, Struthiosauridae, and Ankylosauridae), rather than the traditional nodosaurid-ankylosaurid dichotomy. Understanding ankylosaur tooth variation could better help identify taxa with ambiguous phylogenetic affinities or allow isolated teeth to test palaeoecological questions like a potential extirpation of mid Cretaceous ankylosaurids from Laramidia. We analyzed a large sample of ankylosaur teeth using traditional and geometric morphometrics and investigated the utility of size and the presence of a cingulum and fluting for differentiating ankylosaur teeth. Morphometric analyses show that ‘nodosaurids’ had the greatest variation in tooth shape and size. Panoplosauridae and Struthiosauridae accounts for a large amount of ‘nodosaurid’ variation, whereas basal ankylosaurs, Polacanthidae, and Ankylosauridae share a similar restricted morphospace. Teeth with a crown base length or height over 10 mm are only found in panoplosaurids, struthiosaurids, and Peloroplites, but smaller sizes are found in all clades. A basal cingulum and fluting are associated with Ankylosauridae and Panoplosauridae. Linear discriminant analyses could only accurately identify between 50-75% of the teeth in our sample, thus they should be used in conjunction with size and discrete traits when identifying isolated teeth. With these findings, caution should be used when attempting to use isolated ankylosaur teeth in broader palaeoecological questions and reclassification of museum collections should be undertaken.
Dataset DOI: 10.5061/dryad.2547d7x3j
Description of the data and file structure
We have included the raw dataset, as well as the tooth outline data and R code needed to replicate PCAs of traditional and outline morphometrics for leaf-shaped ornithischian teeth. We have data on over 300 ornithischian teeth associated or in situ with skulls of known species. We indicate whether the data and tooth images were collected in person by the authors, or from literature. We include the R code and tooth outlines for both the labial and lingual views of the teeth.
We also include complementary figures to the plots in the main text. "Supplemental 7.docx" indicates how principal compenents one and two contribute to the shapes in the morphospaces in our PCAs. We conducted linear regressions and residuals for the crown height and crown base lenght biplot in "Supplemental 8.docx." We plot our outline analysis PCA and LDA with Animantarx in its alternate location as basal ankylosaur in "Supplemental 9.pdf"
Files and variables
File: Supplemental_1.csv
Description: This file is a summary of the teeth used in our analyses, indicating how many teeth come from each specimen, specimen age, whether teeth are associated or in situ, and type status.
- Specimen number: Specimen number from institution
- Taxon: Currently accepted specimen taxon
- Coombs (1978) family: Specimen family identification using the Coombs (1978) classification
- Raven et al (2023) family: Specimen family identification using the Raven et al. (2023) classification
- #of teeth used: How many teeth are used from each specimen
- Formation: Geological formation
- Age: Geological age of specimen
- Type status: Type status of the specimen, n/a means no designated type status
- Teeth in situ or associated: Whether the specimens are in situ in a skull or associated
File: Supplemental_2.csv
Description: This file contains all of the tradtional morphometric measurements and discrete chracter scorings for all of the teeth used in our analyses.
- Specimen number: Specimen number from institution
- Coombs (1978) family: Specimen family identification using the Coombs (1978) classification
- Raven et al (2023) family: Specimen family identification using the Raven et al. (2023) classification
- Species: Currently assigned species of specimens
- Formation: Geological formation
- Image source: Image sources for outline geoemtric morphometric analyses
- Age citation: Literature source for specimen age
- Age: Geological age of specimen
- Isolated or associated: Whether the specimens are in situ in a skull or associated
- Basal cingulum?: Presence or absence of basal cingulum (y means present, n means absent, NA means no data - tooth is too worn to tell or difficult to tell from images)
- Fluting?: Presence or absence of fluting (y means present, n means absent, NA means no data - tooth is too worn to tell or difficult to tell from images)
- Root?: Presence or absence of root (y means present, n means absent, NA means no data - tooth is too worn to tell or difficult to tell from images)
- CH: Tooth crown height (mm), NA means no data - tooth is too worn or broken to tell
- CBL: Tooth crown base length (mm), NA means no data - tooth is too worn or broken to tell
- NL: Tooth neck length (mm), NA means no data - tooth is too worn or broken to tell
- AL: Tooth apical length (mm), NA means no data - tooth is too worn or broken to tell
- MCL: Tooth mesial crown length (mm), NA means no data - tooth is too worn or broken to tell
- DCL: Tooth distal crown length (mm), NA means no data - tooth is too worn or broken to tell
- MDC: Tooth mesial denticle count, NA means no data - tooth is too worn or broken to tell
- DDC: Tooth distal denticle count, NA means no data - tooth is too worn or broken to tell
- MDH: Tooth mesial denticle height (mm), NA means no data - tooth is too worn or broken to tell
- MDL: Tooth mesdial denticle length (mm), NA means no data - tooth is too worn or broken to tell
- DDH: Tooth distal denticle height (mm), NA means no data - tooth is too worn or broken to tell
- DDL: Tooth distal denticle length (mm), NA means no data - tooth is too worn or broken to tell
- CA: Tooth crown angle (degrees), NA means no data - tooth is too worn or broken to tell
File: Supplemental_3.txt
Description: This file is the annotated R code for labial tooth outlines.
File: Supplemental_4.txt
Description: This file is the annotated R code for lingual tooth outlines
File: Supplemental_5.zip
Description: This .zip file contains a folder with all of the 161 labial tooth outlines and "labial_outlines.csv" needed for running the labial R code to replicate our PCAs.
File: Supplemental_6.zip
Description: This .zip file contains a folder with all of the 189 lingual tooth outlines and "lingual_outlines.csv" needed for running the lingual R code to replicate our PCAs.
File: Supplemental_7.pdf
Description: This file contains figures that describe how principal components one and two contribute to shape in the morphospaces of each of our PCA plots.
File: Supplemental_8.pdf
Description: This file contains a linear regression and plots of residuals for our crown height and crown base length tooth size biplot.
File: Supplemental_9.pdf
Description: This file contains an outline PCA and LDA with Animantarx plotted as its alternate family identification as a basal ankylosaur.
Code/software
"Supplemental 3.docx" and "Supplemental 4.docx" contain our R script to be run with the outline and csv files in "Supplemental 5. zip" and "Supplemental 6.zip"
RStudio
2023.09.1+494
Dependencies
tidyverse
Momocs
shapes
ade4
Version changes:
July 14, 2025:
References section added to Supplemental_1.csv
