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     I. ntroduction11 [20231114a]

     2, Material and Methods [20231114b]

     3. Serfamily I [20231114c]

     4. Superfamily II [20231114d]

     5. Superfamily III5 [20231114e]

     6. References [20231114f]

7. Ian Shennan, Antony J. Long, and Benjamin P. Horton (2015) Handbook of Sea-Level Research. John Wiley & Sons, Ltd [20231110]

8. Attila Osi, M arton Szab, Emoke T oth, Emese Bodor Harald Lobitzer, Ji rí Kva cek, Marcela Svobodov, Istv an Szente, Michael Wagreich, Khaled Trabelsi, Benjamin Sames, J anos Magyar, L aszl o Mak adi, Bj€orn Berning, G abor Botfalvai  (2021) A brackish to non-marine aquatic and terrestrial fossil assemblage with vertebrates from the lower Coniacian (Upper Cretaceous) Gosau Group of the Tiefengraben locality near St. Wolfgang im Salzkammergut, Austria. Cretaceous Research 127 (2021) 104938 [20231110a]

9. Anna Pint, Peter Frenzel, David J. Horne, Julia Franke, Thomas Daniel, Antonia Burghardt,

Benjamin Funai, Kristina Lippoldb, Gerhardt Daut, VolkerWennrich (2015) Ostracoda from inland waterbodies with saline influence in Central Germany: Implications for palaeoenvironmental reconstruction. Palaeogeography,   Palaeoclimatology, Palaeoecology 419 (2015) 37–46 [20231110b]

10. Junjun Song; Sylvie Crasquin;| Yiming Gong (2017) Late Devonian benthic ostracods from western Junggar, NW China: Implications for palaeoenvironmental reconstruction. Geological Journal. 2019;54:91–100. [20231110c]

11. S. Crasquin-Soleau T. Galfetti H. Bucher S. Kershaw  Q. Feng (2007) Ostracod recovery in the aftermath of the Permian–Triassic crisis: Palaeozoic–Mesozoic turnover. Hydrobiologia (2007) 585:13–27 [20231115a]

12. par Claude GUERNET et Jean-Pierre BELLIER (2000) BLAKE NOSE PALAEOCENE AND EOCENE OSTRACODS

(LEG ODP 171B) AND BATHYAL ENVIRONMENTAL EVOLUTION OFF FLORIDA. REVUE DE MICROPALEONTOLOGIE Vol. 43, n ° 4, d6cembre 2000, pp. 249-279 [20231115c]

13. Koen Martens1,2, Giampaolo Rossetti3 and David J. Horne (2002) How ancient are ancient asexuals? Proc. R. Soc. Lond. B (2003) 270, 723–729 [20231115d]

14. M.-B. Forel *, S. Crasquin (2022) Bounded by crises: An overview of the evolution of marine ostracods during the Triassic. Marine Micropaleontology 174 (2022) 101925 [20231115e]

15. Sheng-Xian Dua, He Wangd, Feng-Chen Liua, Hui-Nan Lud, Xiang-Suo Songa,,

Sha Lid, Hai-Chun Zhang (2021) Ostracods from the Upper Cretaceous Paleocene Jiaozhou Formation of

Jiaozhou, Shandong, China and their biostratigraphic significance. Palaeoworld 30 (2021)  [20231115f]

16. Huai-Hsuan M. Huang, Moriaki Yasuhara, David J. Horne, Vincent Perrier, Alison J. Smith, Simone N. Brand (2022)

Ostracods in databases: State of the art, mobilization and future applications. Marine Micropaleontology 174 (2022) 102094 [20231201a]

17. L.E. Carvalhoa, G. Fauthc, S. Baecker Fauthc, G. Krahlc, A.C. Moreirad, C.P. Fernandesd, A. von Wangenheim (2020) Automated Microfossil Identification and Segmentation using a Deep Learning Approach. Marine Micropaleontology 158 (2020) 101890  [20231201c]

18. Kazuhide Mimura, Shugo Minabe, Kentaro Nakamura, Kazutaka Yasukawa, Junichiro Ohta, Yasuhiro Kato (2022) Automated detection of microfossil fish teeth from slide images using combined deep learning models. Applied Computing and Geosciences 16 (2022) 100092  [202321201d]

19. Building two layer neural networks from scratch:   https://www.kaggle.com/code/ihalil95/building-two-layer-neural-networks-from-scratch

20. Taskin Kavzoglu; Selçuk Reis (2015)  Performance Analysis of Maximum Likelihood and ArtificialNeural Network Classifiers for Training Sets with Mixed Pixels. https://www.researchgate.net/publication/245440241

21. Casper Hansen (2023) Neural networks from scratch. https://developer.ibm.com/articles/neural-networks-from-scratch/

22. Marie‑B.atrice Forel . Stephen Kershaw . Alan R. Lord . Sylvie Crasquin (2021) Applications of fossil taxonomy in palaeoenvironmental reconstruction: a case study of ostracod identification and diversity in Permian–Triassic boundary microbialites. Facies 67:23  [20231213a]

23.