123 D10. Paleontology, Paleoecology/Paleobotany

Monday, 23 October 2017
1:30 PM - 5:30 PM
Room 604

3D SHAPE EVOLUTION IN GRASS SILICA SHORT CELL PHYTOLITHS: TAXONOMIC PATTERNS IN BAMBUSOIDEAE AND OTHER LINEAGES

Paper number: 123-11
Program: Technical Sessions
Time: 4:00 PM – 4:15 PM

Authors

Abstract

Grasses produce distinctive phytoliths which can be diagnostic at various taxonomic levels. Phytoliths are particularly important in paleobotanical work because they can help us reconstruct earth’s past vegetation and climate history. Phytoliths are complex in their 3D structure yet nearly all of the descriptive and classification work thus far has been based on 2D images and the use of categorical and subjective morphotypes. There is currently a lack of quantitative 3D data on phytolith morphology.

Using the Bamboo subfamily as a test case, we developed confocal microscopy and image processing techniques to create 3D surface representations of short cell phytoliths. We used geometric morphometric techniques to quantify surface shape and applied machine learning algorithms as a tool to identify the affinity of phytoliths at various taxonomic levels. Using these techniques we achieved a high degree of correct automatic classification of the phytoliths at sub-familial, tribal and genus level ranks.

The 3D objects produced during this study will contribute to a family wide digital reference collection for use by paleobotanists and grass taxonomists worldwide.

Geological Society of America Abstracts with Programs. Vol. 49, No. 6

doi: 10.1130/abs/2017AM-307723

© Copyright 2017 The Geological Society of America (GSA), all rights reserved. Permission is hereby granted to the author(s) of this abstract to reproduce and distribute it freely, for noncommercial purposes. Permission is hereby granted to any individual scientist to download a single copy of this electronic file and reproduce up to 20 paper copies for noncommercial purposes advancing science and education, including classroom use, providing all reproductions include the complete content shown here, including the author information. All other forms of reproduction and/or transmittal are prohibited without written permission from GSA Copyright Permissions.