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Machine learning techniques to characterize functional traits of plankton from image data
Orenstein, E. C., Ayata, S. D., Maps, F., Becker, É. C., Benedetti, F., Biard, T., … Irisson, J. O. (2022). Machine learning techniques to characterize functional traits of plankton from image data. Limnology and Oceanography, 67(8), 1647-1669. https://doi.org/10.1002/lno.12101
Underwater dual-magnification imaging for automated lake plankton monitoring
Merz, E., Kozakiewicz, T., Reyes, M., Ebi, C., Isles, P., Baity-Jesi, M., … Pomati, F. (2021). Underwater dual-magnification imaging for automated lake plankton monitoring. Water Research, 203, 117524 (12 pp.). https://doi.org/10.1016/j.watres.2021.117524
Second-order phase transition in phytoplankton trait dynamics
Held, J., Lorimer, T., Pomati, F., Stoop, R., & Albert, C. (2020). Second-order phase transition in phytoplankton trait dynamics. Chaos: An Interdisciplinary Journal of Nonlinear Science, 30(5), 053109 (9 pp.). https://doi.org/10.1063/1.5141755
Natural data structure extracted from neighborhood-similarity graphs
Lorimer, T., Kanders, K., & Stoop, R. (2019). Natural data structure extracted from neighborhood-similarity graphs. Chaos, Solitons & Fractals, 119, 326-331. https://doi.org/10.1016/j.chaos.2018.12.033