Taxonomic review of living planktonic foraminifera

GJA Brummer, M Kučera - Journal of Micropalaeontology, 2022 - jm.copernicus.org
Applications of fossil shells of planktonic foraminifera to decipher past environmental
change and plankton evolution require a robust operational taxonomy. In this respect, extant …

[HTML][HTML] Artificial intelligence in paleontology

C Yu, F Qin, A Watanabe, W Yao, Y Li, Z Qin, Y Liu… - Earth-Science …, 2024 - Elsevier
The accumulation of large datasets and increasing data availability have led to the
emergence of data-driven paleontological studies, which reveal an unprecedented picture of …

Temperature controls carbon cycling and biological evolution in the ocean twilight zone

F Boscolo-Galazzo, KA Crichton, A Ridgwell… - Science, 2021 - science.org
Theory suggests that the ocean's biological carbon pump, the process by which organic
matter is produced at the surface and transferred to the deep ocean, is sensitive to …

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 …

Automated analysis of foraminifera fossil records by image classification using a convolutional neural network

R Marchant, M Tetard, A Pratiwi… - Journal of …, 2020 - jm.copernicus.org
Manual identification of foraminiferal morphospecies or morphotypes under stereo
microscopes is time consuming for micropalaeontologists and not possible for …

Automatic taxonomic identification based on the Fossil Image Dataset (> 415,000 images) and deep convolutional neural networks

X Liu, S Jiang, R Wu, W Shu, J Hou, Y Sun, J Sun… - Paleobiology, 2023 - cambridge.org
The rapid and accurate taxonomic identification of fossils is of great significance in
paleontology, biostratigraphy, and other fields. However, taxonomic identification is often …

Diachroneity rules the mid-latitudes: A test case using Late Neogene planktic foraminifera across the Western Pacific

AR Lam, MP Crundwell, RM Leckie, J Albanese… - Geosciences, 2022 - mdpi.com
Planktic foraminifera are commonly used for first-order age control in deep-sea sediments
from low-latitude regions based on a robust tropical–subtropical zonation scheme. Although …

Fossil image identification using deep learning ensembles of data augmented multiviews

C Hou, X Lin, H Huang, S Xu, J Fan… - Methods in Ecology …, 2023 - Wiley Online Library
Identification of fossil species is crucial to evolutionary studies. Recent advances from deep
learning have shown promising prospects in fossil image identification. However, the …

Planktonic foraminifera in biostratigraphy and biochronology

MR Petrizzo, DJ King, PN Pearson… - Newsletters on …, 2024 - discovery.ucl.ac.uk
Planktonic foraminifera, single-celled protists, are extensively used in biostratigraphy and
biochronology thanks to their abundance in marine sediments, widespread distribution and …

Bridging the extant and fossil record of planktonic foraminifera: implications for the Globigerina lineage

A Fabbrini, M Greco, F Iacoviello, M Kucera… - …, 2023 - Wiley Online Library
We conducted a morphometric study and wall texture analysis on extant and fossil
specimens of the planktonic foraminifera Globigerina falconensis plexus. Our global data …