Results

More information on the methods used to generate this dataset can be found in the following publications:

  • Hsiang AY, Elder LE, Hull PM. (2016) Towards a morphological metric of assemblage dynamics in the fossil record: a test case using planktonic foraminifera. Philosophical Transactions of the Royal Society B. 371:20150227. (DOI: 10.1098/rstb.2015.0227)
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  • Hsiang AY, Nelson K, Elder LE, Sibert EC, Kahanamoku SS, Burke JE, Kelly A, Liu Y, Hull PM. (2017) AutoMorph: Accelerating morphometrics with automated 2D and 3D image processing and shape extraction. Methods in Ecology and Evolution. (DOI: 10.1111/2041-210X.12915)
    [PDF]

Results from the previously identified planktonic foraminifera are reported in the following publication:

  • Hsiang AY, Brombacher A, Rilo MC, Mleneck-Vautravers MJ, Conn S, Lordsmith S, Jentzen A, Henehan MJ, Metcalfe B, Fenton I, Wade B, Fox L, Meilland J, Davis CV, Baranowski U, Groeneveld J, Edgar KM, Movellan A, Aze T, Dowsett H, Miller G, Rios N & Hull PM. Endless Forams: >34,000 modern planktonic foraminiferal images for taxonomic training and automated species recognition using convolutional neural networks. In submission.