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Marine Ecology Progress Series

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MEPS 727:49-65 (2024)  -  DOI: https://doi.org/10.3354/meps14496

Importance of multi-sensor observations to advance species co-occurrence knowledge: a demonstration of two acoustic technologies

Arienne Calonge1,*, Jolien Goossens1,2, Carlota Muñiz1, Jan Reubens1, Elisabeth Debusschere1

1Flanders Marine Institute, Oostende 8400, Belgium
2Ghent University, Ghent 9000, Belgium
*Corresponding author:

ABSTRACT: Multi-sensor observations, integrated across time and space, may bridge knowledge gaps in ecosystem dynamics, one aspect of which is species co-occurrence. In the present work, we combined data streams from 2 acoustic technologies; passive acoustic monitoring (PAM) and acoustic telemetry (AT) jointly installed under the LifeWatch project. We made use of existing long-term data series from studies on single-species dynamics, to investigate the co-occurrence of multiple species: European seabass, Atlantic cod and cetaceans (harbour porpoise and dolphins), in the Belgian part of the North Sea. Common co-occurrence analyses were applied to a combined PAM and AT hourly presence-absence matrix at different spatial and temporal resolutions. The fish species were in the presence of harbour porpoise at least one-third (seabass) to nearly half (cod) of the time they were detected. At a seasonal resolution, we did not observe probabilities of occupancy to be higher or lower than what is expected by chance, while we could discern patterns of co-occurrence when using an hourly resolution. Analyses done at an hourly resolution showed that porpoises have a significantly higher probability of co-occurrence with cod or seabass during autumn and winter nights. Developing these large-scale networks of integrated acoustic instruments while considering species co-occurrences would further expand data applicability. Considering co-occurrence in ecological research is a step towards ecosystem-based management of our oceans.


KEY WORDS: Passive acoustic monitoring · Phocoena phocoena · Dolphins · Belgium · North Sea · Acoustic telemetry · Dicentrarchus labrax · Gadus morhua


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Cite this article as: Calonge A, Goossens J, Muñiz C, Reubens J, Debusschere E (2024) Importance of multi-sensor observations to advance species co-occurrence knowledge: a demonstration of two acoustic technologies. Mar Ecol Prog Ser 727:49-65. https://doi.org/10.3354/meps14496

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