Endless forams:> 34,000 modern planktonic foraminiferal images for taxonomic training and automated species recognition using convolutional neural networks

AY Hsiang, A Brombacher, MC Rillo… - Paleoceanography …, 2019 - Wiley Online Library
Planktonic foraminiferal species identification is central to many paleoceanographic studies,
from selecting species for geochemical research to elucidating the biotic dynamics of …

Quantifying the effect of anthropogenic climate change on calcifying plankton

L Fox, S Stukins, T Hill, CG Miller - Scientific Reports, 2020 - nature.com
Widely regarded as an imminent threat to our oceans, ocean acidification has been
documented in all oceanic basins. Projected changes in seawater chemistry will have …

[HTML][HTML] Factors affecting consistency and accuracy in identifying modern macroperforate planktonic foraminifera

IS Fenton, U Baranowski… - Journal of …, 2018 - jm.copernicus.org
Planktonic foraminifera are widely used in biostratigraphic, palaeoceanographic and
evolutionary studies, but the strength of many study conclusions could be weakened if …

Visual microfossil identification via deep metric learning

T Karaderi, T Burghardt, AY Hsiang, J Ramaer… - … Conference on Pattern …, 2022 - Springer
We apply deep metric learning for the first time to the problem of classifying planktic
foraminifer shells on microscopic images. This species recognition task is an important …

Intraspecific size variation in planktonic foraminifera cannot be consistently predicted by the environment

MC Rillo, CG Miller, M Kucera… - Ecology and …, 2020 - Wiley Online Library
The size structure of plankton communities is an important determinant of their functions in
marine ecosystems. However, few studies have quantified how organism size varies within …

The Planktonic foraminifera Globigerinoides eoconglobatus n. sp. in a glacial–interglacial context: IODP359 Sites U1467 and U1468

S Stainbank, S Spezzaferri, D Kroon… - Swiss Journal of …, 2018 - Springer
Here we define a new morphospecies of planktonic foraminifera Globigerinoides
eoconglobatus n. sp., identified from International Ocean Discovery Program (IODP) …

The correspondence of morphological and geochemical trait dynamics in shifting plankton communities

L Kearns - 2022 - eprints.soton.ac.uk
Humans are changing the Earth. What is unknown is how biotic communities and
ecosystems will react to this change on both short and long timescales. The fossil record can …