Publications
Do not hesite to ask me for the pdf versions of our articles. You can also consult my Google Scholar profile.
Scientific articles
2024
- 32. Richon C, Wagner C, Sunderland E, Tagliabue A, Ayata SD. (2024) A biogeography of zooplankton stress factors in the global surface ocean. One Earth. 7(1), 146-160. https://doi.org/10.1016/j.oneear.2023.12.002
- 31. Maps F, Storożenko PP, Świeżewski J, Ayata SD (2024) Automatic estimation of lipid content from in situ images of Arctic copepods using machine learning. Journal of Plankton Research. 46(1), 41–47, https://doi.org/10.1093/plankt/fbad048
- 30. Perhirin M, Gossner H, Godfrey J, Johnson R, Blanco-Bercial L*, Ayata SD*. (2023) Morphological and taxonomic diversity of mesozooplankton is an important driver of carbon export fluxes in the ocean. Molecular Ecology Ressources. 24, e13907. https://doi.org/10.1111/1755-0998.13907 *co-derniers auteurs.
2023
- 29. Beck M, Cailleton C, Guidi L, Desnos C, Jalabert L, Elineau A, Stemmann L, Ayata SD*, Irisson JO*. (2023) Morphological diversity increases with decreasing resources along a zooplankton time series. Proc. R. Soc. B. 290(211), https://doi.org/10.1098/rspb.2023.2109 *co-derniers auteurs.
- 28. Vilgrain L, Maps F, Basedow S, Trudnowska E, Madoui MA, Niehoff B, Ayata SD. Copepods’ true colors : astaxanthin pigmentation as an indicator of fitness. Ecosphere. 14(6): e4489. https://doi.org/10.1002/ecs2.4489
- 27. Rizos I, Debeljak P, Finet T, Klein D, Ayata SD, Not F, Bittner L (2023). Beyond the limits of the unassi- gned protist microbiome : inferring large-scale spatio-temporal patterns of Syndiniales marine parasites. ISME Communications. 3, 16. https://doi.org/10.1038/s43705-022-00203-7
2022
- 26. Da Silva O, Ayata SD, Ser-Giacomi E, Leconte J, Pelletier E, Fauvelot C, Madoui MA, Guidi L, Lombard F, Bittner L (2022) Genomic differentiation of three pico-phytoplankton species in the Mediterranean Sea. Environmental Microbiology, 1-14. Available from: https://doi.org/10.1111/1462-2920.16171
- 25. Orenstein E, Ayata SD, Maps F, et al. Machine learning techniques to characterize functional traits of plankton from image data. Limnology & Oceanography. 67: 1647-1669 https://doi.org/10.1002/lno.12101
- 24. Sonnet V, Guidi L, Mouw CB, Puggioni G, Ayata SD (2022) Length, width, shape regularity, and chain structure: time series analysis of phytoplankton morphology from imagery. Limnology & Oceanography.67:1850-1864. https://doi.org/10.1002/lno.12171
- 23. Soviadan YD, Benedetti F, Brandao MC, Ayata SD, Irisson JO, Kiko R, Lombard F, Gnandi K, Stemmann L. (2022) Contrasted patterns of mesozooplankton community composition associated with vertical fluxes in the upper kilometer of the global ocean. Progress in Oceanography. https://doi.org/10.1016/j.pocean.2021.102717
- 22. Irisson JO, Ayata SD, Lindsay DJ, Karp-Boss L, Stemmann L. (2022) Machine Learning for the study of plankton and marine snow from images. Annual Reviews of Marine Sciences, volume 14. https://doi.org/10.1146/annurev-marine-041921-013023
2021
- 21. Faure E, Ayata SD*, Bittner L* (2021) Towards omics-based predictions of planktonic functional composition from environmental data. Nature Communications. 12, 4361 (2021). https://doi.org/10.1038/s41467-021-24547-1 *co-last authors.
- 20. Vilgrain L, Maps F, Picheral M, Babin M, Irisson JO*, Ayata SD* (2021) Trait-based approach on zooplankton individual images reveals contrasted ecological patterns along ice melt dynamics. Limnology & Oceanography. 66: 1155-1167. https://doi.org/10.1002/lno.11672 *co-last authors.
- 19. Martini S, Faure E, Larras F, Boye A, Aberle N, Bacouillard L, Beisner B, Bittner L, Castella E, Danger M, Gauthier O, Karp-Boss L, Lombard F, Maps F, Stemmann L, Thiébaut E, Usseglio-Polatera P, Vogt M, Laviale M*, Ayata SD* (2021) Trait-based approaches : a common framework for freshwater and marine ecologists. Limnology & Oceanography. 66: 965-994. https://doi.org/10.1002/lno.11655 *co-last authors.
2019
- 18. Lombard F et al. (2019). Globally consistent quantitative observations of planktonic ecosystems. Front. Mar. Sci. https://doi.org/10.3389/fmars.2019.00196
- 17. Faure E, Not F , Benoiston AS, Labadie K, Bittner L*, Ayata SD* (2019). Mixotrophic protists display contrasted biogeographies in the global ocean. ISME Journal 13 : 1072-1083. *co-last authors.
- 16. Benedetti F, Ayata SD, Irisson JO, Adloff F, Guilhaumon F (2019). Climate change may have minor impact on zooplankton functional diversity in the Mediterranean Sea. Diversity and Distributions 25 : 568-581. https://doi.org/10.1111/ddi.12857
2018
- 15. Benedetti F, Vogt M, Righetti D, Guilhaumon F, Ayata SD (2018). Do functional groups of copepods differ in their ecological niches ? Journal of Biogeography 45 : 604-616.
- 14. Ayata SD*, Irisson JO*, Aubert A, Berline L, Dutay JC, Mayot N, Nieblas AE, D’Ortenzio F, Palmiéri J, Reygondeau G, Rossi V, Guieu C (2018). Regionalisation of the Mediterranean basin, a MERMEX synthesis. Progress in Oceanography 163 : 7-20. *co-first authors.
- 13. Benedetti F, Guilhaumon F, Adloff F, Ayata SD (2018) Investigating uncertainties in zooplankton composition shifts under climate change scenarios in the Mediterranean Sea. Ecography 41 : 345-360.
2017
- 12. Chust G, Vogt M, Benedetti F, [...], , Benoiston AS, [...], Ayata SD (2017) Mare incognitum : A glimpse into the future plankton diversity and ecology. Frontiers in Marine Science 4 : 68.
- 11. Reygondeau G, Guieu C, Irisson JO, Benedetti F, Ayata SD, Gasparini S, Koubbi P (2017) Biogeochemical regions of the Mediterranean Sea : an objective multidimensional and multivariate environmental approach. Progress in Oceanography 151 : 138-148.
2016
- 10. Benedetti F, Gasparini S, Ayata SD (2016) Identifying copepod functional groups from species functional traits. Journal of Plankton Research 38(1) : 159 - 166.
2015
- 9. Grimaud G, Le Guennec V, Ayata SD, Mairet F, Sciandra A, Bernard O (2015) Modelling the Effect of Temperature on Phytoplankton Growth across the Global Ocean. IFAC-PapersOnLine 48 (1) : 228-233.
- 8. Crise A et al. (2015) A MSFD complementary approach for the assessment of pressures, knowledge and data gaps in Southern European Seas : The PERSEUS experience. Marine Pollution Bulletin 95 : 28-39.
2014
- 7. Ayata SD, Lévy M, Aumont O, Resplandy L, Tagliabue A, Sciandra A, Bernard O (2014) Phytoplankton plasticity drives large variability in carbon fixation efficiency Geophysical Research Letters 41 : 1-7.
2013
- 6. Ayata SD, Lévy M, Aumont O, Sciandra A, Sainte-Marie J, Tagliabue A, Bernard O (2013) Phytoplankton growth formulation in marine ecosystem models : should we take into account photo-acclimation and variable stoichiometry in oligotrophic areas ? Journal of Marine Systems 125 : 29-40.
2011
- 5. Ayata SD, Stolba R, Comtet T, Thiébaut É. (2011) Meroplankton distribution and its relationship to coastal mesoscale hydrological structure in the northern Bay of Biscay (NE Atlantic). Journal of Plankton Research 33(8) : 1193-1211.
2010
- 4. Ayata SD, Lazure P, Thiébaut É. (2010) How does the connectivity between populations mediate range limits of marine invertebrates ? A case study in the NE Atlantic. Progress in Oceanography 87 : 18-36.
- 3. Lett C, Ayata SD, Huret M, Irisson JO. (2010) Biophysical modelling to investigate the effects of climate change on marine populations dispersal and connectivity. Progress in Oceanography 87 : 106-113.
- 2. Rigal F, Comtet T, Ayata SD, Viard F. (2010) Does larval supply explain the low proliferation of the invasive gastropod Crepidula fornicata in a tidal estuary ? Biological Invasions 12 : 3171-3186.
2009
- 1. Ayata SD, Ellien C, Dumas F, Dubois S, Thiébaut É (2009) Modelling larval dispersal and settlement of the reef-building polychaete Sabellaria alveolata : role of hydrodynamic processes on the sustainability of biogenic reefs. Continental Shelf Research 29 : 1605-1623.
Chapter of collective book
- 2. Autrice d’un chapitre du livre L’Océan en 30 Questions. Sorbonne Université Presse (2022)
- 1. Co-auteur du chapitre 4 du rapport régional d’évaluation de la biodiversité et les services écosystèmiques de l’IPBES (Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services) pour l’Europe et l’Asie Centrale (2018). The regional assessment report on biodiversity and ecosystem services for Europe and Central Asia https://www.ipbes.net/assessment-reports/eca
Data bases
- 2. Benedetti F, Gasparini S, Ayata SD (2015) Mediterranean copepods’ functional traits. Dataset 854331 http: //dx.doi.org/10.1594/PANGAEA.854331
- 1. Thiébaut E, Ayata SD (2008) LARVASUD cruise http://dx.doi.org/10.17600/8480050
General public publications
- 23. Portrait for the French online media "Océans Connectés": Portrait. Sakina-Dorothée Ayata : « le plancton nous aide pour lutter contre le changement climatique ». By Marion Durand. 29 May 2024.
- 22. General public conference "Le plancton : un monde de diversité" for the event "20.000 espèces sous les mers" of "Echappées Inattendues du CNRS". Musée des Arts et Métiers. 18 February 2024. Paris. About 100 people. Video on Youtube. 21. Ayata SD 2023-2024. Plongée dans les océans - saison 3. Bi-weekly podcats for the web radio Eu!radio (runing season). https://euradio.fr/emission/KWx9-plongee-dans-les-oceans-sakina-ayata
- 20. General public conference "Le plancton marin, un rôle essentiel pour les écosystèmes marins et la planète", organised by the CNRS and the city of Meudon. Les océans du future. "Les Echappées inattendues du CNRS". 28 mars 2023. Meudon. About 100 people. https://www.iledefrance-meudon.cnrs.fr/fr/evenement/les-echappees-inattendues-meudon-plongee-dans-locean-du-futur
- 19. Ayata SD 2022-2023. Plongée dans les océans - saison 2. Bi-weekly podcats for the web radio Eu!radio (17 episodes of 3 to 5 minutes). https://euradio.fr/emission/KWx9-plongee-dans-les-oceans-sakina-ayata
- 18. Participation to the "Rencontres Sorbonne Université ciné-débats", "Reflets de science". "Plancton, les vies invisibles de l’océan". 18 octobre 2022. Paris. About 200 people. https://www.sorbonne-universite.fr/evenements/les-vies-invisibles-de-locean
- 17. Vidéo "Copépodes et intelligence artificielle : mieux comprendre le fonctionnement des écosystèmes planctoniques" Vidéo IPSL Théma. 8 juin 2022. https://www.youtube.com/watch?v=3dvLnBzGBhI
- 16. Post Blog of the polish company Appsilon, specialized in machine learning: Monitoring Marine Ecosystems with Machine Learning and Neural Networks. 12 April 2022. https://appsilon.com/monitoring-marine-ecosystems-with-machine-learning/
- 15. Ayata SD 2021-2022. Plongée dans les océans - saison 1. Weekly podcats for the web radio Eu!radio (33 podcasts of 3 to 5 minutes en 2021-2022). https://euradio.fr/emission/KWx9-plongee-dans-les-oceans-sakina-ayata
- 14. Ayata SD (2022). Océans et intelligence artificielle, un couple d’avenir. General public article for the journal "Mer et Marine". https://www.meretmarine.com/fr/science-et-environnement/oceans-et-intelligence-artificielle-un-couple-d-avenir https://hal.science/hal-03993688/
- 13. Portrait du département Origine et Evolution de la newsletter du dépatement O&E du MNHN. Février 2022.
- 12. Invited on the radio show La Terre au Carré on France Inter to talk about robots and big data to study plankton and climate change (25 Jan 2022)
- 11. Invited on the radio show La Méthode Scientifique on France Culture to talk about plankton diversity (10 Jan 2022).
- 10. Interview for the "Journal des Sciences" on France Culture. 13 Oct. 2021. https://www.franceculture. fr/emissions/le-journal-des-sciences/le-journal-des-sciences-du-mercredi-13-octobre-2021
- 9. Ayata SD 2021. Weekly chronicles for the French-European radio Eu!radio. https://euradio.fr/category/ plongee-dans-les-oceans/
- 8. Vilgrain L, Maps F, Irisson JO, Ayata SD. Comprendre l’écologie des copépodes grâce à la campagne Green Edge de 2016. Amundsen Science. 2 Fev 2021 https://amundsenscience.com/fr/nouvelles/comprendre-lecologie-des-copepodes-grace-a-la-campagne-greenedge-de-2016/
- 7. Vilgrain L, Maps F, Irisson JO, Ayata SD. Green Edge : quand le printemps sonne le réveil du zooplancton. Ac- tualités à la Une du pôle ODATIS. 28 Janv 2021 www.odatis-ocean.fr/actualites/actualites-a-la-une/ green-edge-quand-le-printemps-sonne-le-reveil-du-zooplancton
- 6. Vilgrain L, Maps F, Irisson JO, Ayata SD. Jeune, actif et coloré: le zooplancton s’anime lorsque la banquise arctique fond au printemps. Brève du journal de l’INSU. 19 Janv 2021 https://www.insu.cnrs.fr/fr/cnrsinfo/ jeune-actif-et-colore-le-zooplancton-sanime-lorsque-la-banquise-arctique-fond-au-printemps
- 5. Ayata SD (2019) Ce que la couleur des océans révèle du changement climatique. The Conversation FR. 1 Avr 2019 https://theconversation.com/ce-que-la-couleur-des-oceans-revele-du-changement-climatique-113725
- 4. Faure E, Bittner L, Ayata SD (2019) Le plancton mixotrophe, acteur méconnu de la photosynthèse. Communiqué de presse de Sorbonne Université. 11 Fev 2019 (lien SU). Communiqué de presse également diffusé par le CNRS le 11 Fev 2019 (lien CNRS) et le CEA le 14 Fev 2019 (lien CEA)
- 3. Ayata SD (2017) Une synthèse des différentes écorégions de la mer Méditerranée. Brève du journal de l’INSU. 25 Oct 2017 https://www.osupytheas.fr/?Une-synthese-des-differentes-ecoregions-de-la-mer-Mediterranee
- 2. Ayata SD (2015) La variabilité de la séquestration du carbone dans les océans atténuée par la faculté d’adaptation du phytoplancton. Brève du journal de l’INSU. 27 Janv 2015
- 1. Ayata SD (2013) Transport du "bébé plancton" le long des côtes françaises. Blog de mathématiciens français "Un jour, une brève" pour l’initiative internationnale "Mathématiques de la planète Terre 2013". Parution en ligne : 30 Janv 2013. http://www.breves-de-maths.fr/transport-du-bebe-plancton-le-long-des-cotes-francaises/