Characterization of Intertidal Vegetation on European Coasts Using Multi-Scale Remote Sensing in Response to Natural and Anthropogenic Pressures

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Published

March 11, 2025

Abstract
To Be Written

Preface

This PhD work was carried out at Nantes University between 2022 and 2024, within the “Remote Sensing, Benthic Ecology and Ecotoxicology” (RSBE²) team of the Institute of Marine Substances and Organisms (ISOMer). This thesis was funded by the Ministry of Research and Higher Education and supervised by the doctoral school “Plant, Animal, Food, Sea, Environment” (VAAME).

Scientific papers

  • Brunier, G., Oiry, S., Gruet, Y., Dubois, S. F., & Barillé, L. (2022). Topographic Analysis of Intertidal Polychaete Reefs (Sabellaria alveolata) at a Very High Spatial Resolution. Remote Sensing, 14(2), 307. https://doi.org/10.3390/rs14020307

  • Brunier, G., Oiry, S., Lachaussée, N., Barillé, L., Le Fouest, V., & Méléder, V. (2022). A Machine-Learning Approach to Intertidal Mudflat Mapping Combining Multispectral Reflectance and Geomorphology from UAV-Based Monitoring. Remote Sensing14(22), 5857. https://doi.org/10.3390/rs14225857

  • Zoffoli, M.L., Gernez, P., Oiry, S., Godet, L., Dalloyau, S., Davies, B.F.R. and Barillé, L. (2023), Remote sensing in seagrass ecology: coupled dynamics between migratory herbivorous birds and intertidal meadows observed by satellite during four decades. Remote Sens Ecol Conserv, 9: 420-433. https://doi.org/10.1002/rse2.319

  • Davies, B. F. R., Gernez, P., Geraud, A., Oiry, S., Rosa, P., Zoffoli, M. L., & Barillé, L. (2023). Multi- and hyperspectral classification of soft-bottom intertidal vegetation using a spectral library for coastal biodiversity remote sensing. Remote Sensing of Environment, 290, 113554. https://doi.org/10.1016/j.rse.2023.113554

  • Román, A., Prasyad, H., Oiry, S., Davies, B. F. R., Brunier, G., & Barillé, L. (2023). Mapping intertidal oyster farms using unmanned aerial vehicles (UAV) high-resolution multispectral data. Estuarine, Coastal and Shelf Science, 291, 108432. https://doi.org/10.1016/j.ecss.2023.108432

  • Nurdin, N., Alevizos, E., Syamsuddin, R., Asis, H., Zainuddin, E. N., Aris, A., Oiry, S., Brunier, G., Komatsu, T., & Barillé, L. (2023). Precision Aquaculture Drone Mapping of the Spatial Distribution of Kappaphycus alvarezii Biomass and Carrageenan. Remote Sensing15(14), 3674. https://doi.org/10.3390/rs15143674

  • Davies, B. F. R., Oiry, S., Rosa, P., Zoffoli, M. L., Sousa, A. I., Thomas, O. R., Smale, D. A., Austen, M. C., Biermann, L., Attrill, M. J., & others. (2024). A sentinel watching over inter-tidal seagrass phenology across Western Europe and North Africa. Communications Earth & Environment, 5(1), 382. https://doi.org/10.1038/s43247-024-382

  • Davies, B. F. R., Oiry, S., Rosa, P., Zoffoli, M. L., Sousa, A. I., Thomas, O. R., Smale, D. A., Austen, M. C., Biermann, L., Attrill, M. J., Roman, A., Navarro, G., Barillé, A.-L., Harin, N., Clewley, D., Martinez-Vicente, V., Gernez, P., & Barillé, L. (2024). Intertidal seagrass extent from Sentinel-2 time-series show distinct trajectories in Western Europe. Remote Sensing of Environment, 312, 114340. https://doi.org/10.1016/j.rse.2024.114340

  • Román, A., Oiry, S., Davies, B. F. R., Rosa, P., Gernez, P., Tovar-Sánchez, A., Navarro, G., Méléder, V., & Barillé, L. (2024). Mapping intertidal microphytobenthic biomass with very high-resolution remote sensing imagery in an estuarine system. Science of The Total Environment, 955, 177025. https://doi.org/10.1016/j.scitotenv.2024.177025

  • Oiry, S., Davies, B. F. R., Sousa, A. I., Rosa, P., Zoffoli, M. L., Brunier, G., Gernez, P., & Barillé, L. (2024). Discriminating Seagrasses from Green Macroalgae in European Intertidal Areas Using High-Resolution Multispectral Drone Imagery. Remote Sensing16(23), 4383. https://doi.org/10.3390/rs16234383

  • Barillé, L., Paterson, I. L. R., Oiry, S., Aris, A., Cook-Cottier, E. J., & Nurdin, N. (2025). Variability of Kappaphycus alvarezii cultivation in South-Sulawesi (Indonesia) related to the monsoon shift: Water quality, growth and colour quantification. Aquaculture Reports, 40, 102557. https://doi.org/10.1016/j.aqrep.2024.102557

Oral presentation

  • Precision aquaculture drone mapping of the spatial distribution of Kappaphycus alvarezii biomass and carrageenan (August 2023) ; 8th European Phycological Congress, Brest, France.

  • Effect of Marine and Atmospheric Heatwaves on Reflectance and Pigment Composition of Intertidal Zostera noltei (February 2025) ; BioSpace25 - Biodiversity insight from Space, Frascati, Italy.