Machine learning techniques to characterize functional traits of plankton from image data EC Orenstein, SD Ayata, F Maps, ÉC Becker, F Benedetti, T Biard, ... Limnology and oceanography 67 (8), 1647-1669, 2022 | 63 | 2022 |
Length, width, shape regularity, and chain structure: time series analysis of phytoplankton morphology from imagery V Sonnet, L Guidi, CB Mouw, G Puggioni, SD Ayata Limnology and Oceanography 67 (8), 1850-1864, 2022 | 9 | 2022 |
Hit or miss? Impact of time series resolution on resolving phytoplankton dynamics at hourly, weekly, and satellite remote sensing frequencies V Sonnet, CB Mouw, AB Ciochetto, J Carney‐Almeida Limnology and Oceanography: Methods 22 (4), 254-267, 2024 | 1 | 2024 |
Image-derived indicators of phytoplankton community responses to Pseudo-nitzschia blooms V Agarwal, V Sonnet, K Inomura, AB Ciochetto, CB Mouw Harmful Algae 138, 102702, 2024 | | 2024 |
Applying a hierarchical Bayesian framework to reveal how fear and animal ownership drive human's valuation of and interactions with coyotes K Rivera, C Garcia‐Quijano, V Sonnet, BD Gerber Conservation Science and Practice, e13177, 2024 | | 2024 |
Detecting Margalefidinium polykrikoides through high-frequency imagery: Example of a bloom formation, environmental conditions, and phytoplankton community composition changes J Carney-Almeida, V Sonnet, CB Mouw, J Rines, AB Ciochetto, ... Harmful Algae, 102619, 2024 | | 2024 |
Detection of coastal phytoplankton taxonomy, morphology and optical signals with machine learning and time series analysis V Sonnet | | 2023 |
Supplemental Information: Machine learning techniques to characterize functional traits of plankton from image data EC Orenstein, SD Ayata, F Maps, ÉC Becker, F Benedetti, T Biard, ... Association for the Sciences of Limnology and Oceanography, 2022 | | 2022 |
Morphological Diversity of Phytoplankton: Identification of Traits, Morphological Succession and Periodicities from Imagery in Narragansett Bay, US V Sonnet, L Guidi, CB Mouw, S Ayata Ocean Science Meeting, 2020 | | 2020 |
Assessing functional diversity of plankton communities from high throughput–omics data SD Ayata, E Faure, AS Benoiston, O Silva, V Sonnet, F Benedetti, F Not, ... Colloque de Bilan et de Prospective du programme LEFE, 2018 | | 2018 |