Endless Forams: >34,000 Modern Planktonic Foraminiferal Images for Taxonomic Training and Automated Species Recognition Using Convolutional Neural Networks-Reference-Cited by-同舟云学术

Endless Forams: >34,000 Modern Planktonic Foraminiferal Images for Taxonomic Training and Automated Species Recognition Using Convolutional Neural Networks

Published:2019-07 Issue:7 Volume:34 Page:1157-1177
ISSN:2572-4517
Container-title:Paleoceanography and Paleoclimatology
language:en
Short-container-title:Paleoceanography and Paleoclimatology

Author:

Hsiang Allison Y.¹^ORCID,Brombacher Anieke²^ORCID,Rillo Marina C.²³^ORCID,Mleneck‐Vautravers Maryline J.⁴^ORCID,Conn Stephen⁵,Lordsmith Sian⁵,Jentzen Anna⁶,Henehan Michael J.⁷^ORCID,Metcalfe Brett⁸⁹^ORCID,Fenton Isabel S.¹⁰¹¹^ORCID,Wade Bridget S.¹²^ORCID,Fox Lyndsey³^ORCID,Meilland Julie¹³^ORCID,Davis Catherine V.¹⁴^ORCID,Baranowski Ulrike¹⁵,Groeneveld Jeroen¹⁶^ORCID,Edgar Kirsty M.¹⁵^ORCID,Movellan Aurore^ORCID,Aze Tracy¹⁷,Dowsett Harry J.¹⁸^ORCID,Miller C. Giles³^ORCID,Rios Nelson¹⁹,Hull Pincelli M.²⁰

Affiliation:

1. Department of Bioinformatics and GeneticsSwedish Museum of Natural History Stockholm Sweden

2. School of Ocean and Earth Science, National Oceanography Centre SouthamptonUniversity of Southampton Southampton UK

3. Department of Earth SciencesNatural History Museum London UK

4. Godwin Laboratory for Paleoclimate Research, Department of Earth SciencesUniversity of Cambridge Cambridge UK

5. School of Earth and Ocean SciencesCardiff University Cardiff UK

6. Department of Climate GeochemistryMax Planck Institute for Chemistry Mainz Germany

7. GFZ German Research Centre for Geosciences Potsdam Germany

8. Laboratoire des Sciences du Climat et de l'Environnement, LSCE/IPSL, CEA‐CNRS‐UVSQ, Université Paris‐Saclay France

9. Earth and Climate Cluster, Department of Earth Sciences, Faculty of SciencesVU University Amsterdam Amsterdam The Netherlands

10. Department of Life SciencesNatural History Museum London UK

11. Department of Earth SciencesUniversity of Oxford Oxford UK

12. Department of Earth SciencesUniversity College London London UK

13. MARUM, Universität Bremen, Leobener Straße 8 Bremen Germany

14. Department of Earth and Planetary SciencesUniversity of California Davis CA USA

15. School of Geography, Earth and Environmental SciencesUniversity of Birmingham Birmingham UK

16. Alfred Wegener Institute, Helmholtz Center for Polar and Marine Research Bremerhaven Germany

17. School of Earth and EnvironmentUniversity of Leeds Leeds UK

18. Florence Bascom Geoscience CenterU.S. Geological Survey Reston VA USA

19. Biodiversity Informatics and Data Science, Peabody Museum of Natural HistoryYale University New Haven CT USA

20. Department of Geology and GeophysicsYale University New Haven CT USA

Funder

Natural Environment Research Council

Publisher

American Geophysical Union (AGU)

Subject

Paleontology,Atmospheric Science,Oceanography

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1029/2019PA003612

Reference65 articles.

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2. Reproducibility of species recognition in modern planktonic foraminifera and its implications for analyses of community structure

3. The cryptic and the apparent reversed: lack of genetic differentiation within the morphologically diverse plexus of the planktonic foraminifer Globigerinoides sacculifer

4. Species identification by experts and non-experts: comparing images from field guides

5. Species identification by conservation practitioners using online images: accuracy and agreement between experts

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