Taxonomic review of living planktonic foraminifera
Applications of fossil shells of planktonic foraminifera to decipher past environmental
change and plankton evolution require a robust operational taxonomy. In this respect, extant …
change and plankton evolution require a robust operational taxonomy. In this respect, extant …
[HTML][HTML] Artificial intelligence in paleontology
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 …
emergence of data-driven paleontological studies, which reveal an unprecedented picture of …
Temperature controls carbon cycling and biological evolution in the ocean twilight zone
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 …
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
Planktonic foraminiferal species identification is central to many paleoceanographic studies,
from selecting species for geochemical research to elucidating the biotic dynamics of …
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
Manual identification of foraminiferal morphospecies or morphotypes under stereo
microscopes is time consuming for micropalaeontologists and not possible for …
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
The rapid and accurate taxonomic identification of fossils is of great significance in
paleontology, biostratigraphy, and other fields. However, taxonomic identification is often …
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
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 …
from low-latitude regions based on a robust tropical–subtropical zonation scheme. Although …
Fossil image identification using deep learning ensembles of data augmented multiviews
Identification of fossil species is crucial to evolutionary studies. Recent advances from deep
learning have shown promising prospects in fossil image identification. However, the …
learning have shown promising prospects in fossil image identification. However, the …
Planktonic foraminifera in biostratigraphy and biochronology
Planktonic foraminifera, single-celled protists, are extensively used in biostratigraphy and
biochronology thanks to their abundance in marine sediments, widespread distribution 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
We conducted a morphometric study and wall texture analysis on extant and fossil
specimens of the planktonic foraminifera Globigerina falconensis plexus. Our global data …
specimens of the planktonic foraminifera Globigerina falconensis plexus. Our global data …