Papers that capture the lab's main contributions across passive acoustic monitoring, machine learning for marine mammal detection, soundscape ecology, and conservation behavior.
Cognition & conservation · 2026
Cognition as a Conservation Tool: A Case Study of Florida Manatees and Boat Strikes
Reframes the manatee-boat collision problem through learning, perception, and decision-making. Proposes cognitive frameworks as a complement to acoustic and behavioral approaches in conservation.
Bauer, G., Deutsch, C., Reep, R., Fellner, W., Gunnars, T., Cook, P., Harley, H., and Rycyk, A. · Marine Mammal Science, 42(2), e70176
Machine learning · West Africa · 2022
Using transfer learning with a CNN to detect African manatee vocalizations
First CNN-based automated detector for the vulnerable African manatee. JASA Express Letters Editor's Pick and journal cover.
Rycyk, A., Bolaji, D., Factheu, C., and Takoukam, A. · JASA Express Letters, 2(12), 121201 Editor's Pick · Cover
Acoustic monitoring · 2022
Estimating Florida manatee abundance using passive acoustic methods
Acoustic cue-rate framework for non-invasive abundance estimation of Florida manatees from PAM data. Foundation for ongoing development of an open-source abundance estimator.
Rycyk, A. M., Berchem, C., and Marques, T. A. · JASA Express Letters, 2(5), 051202
Soundscapes · HABs · 2020
Passive acoustic listening stations show rapid onset of ecological effects of harmful algal blooms in real time
Demonstrates that the Sarasota Bay PALS network can detect HAB-driven shifts in fish chorus composition before traditional surveys register them.
Rycyk, A. M. and Tyson Moore, R. B. (co-first authors), Wells, R. S., McHugh, K. A., Berens McCabe, E. J., and Mann, D. A. · Scientific Reports, 10:17863 Co-first author
Boat collisions · 2018
Manatee behavioral responses to boats
First systematic field study of how Florida manatees behave when boats approach. Establishes the empirical basis for current cognitive and acoustic work on collision risk.
Rycyk, A. M., Deutsch, C. J., Barlas, M. E., Hardy, S., Frisch, K., Leone, E. H., and Nowacek, D. P. · Marine Mammal Science, 34: 924–962 Top 10% downloaded 2018–19
West Africa · 2021
First characterization of vocalizations and passive acoustic monitoring of the vulnerable African manatee
Establishes the baseline acoustic repertoire for a species with virtually no prior bioacoustic study. Enables all subsequent monitoring and detection work for the species.
Rycyk, A., Factheu, C., Ramos, E. A., Brady, B., Kikuchi, M., Nations, H., Kapfer, K., Hampton, C., Garcia, E., and Takoukam Kamla, A. · J. Acoust. Soc. Am., 150, 3028–3037