[en] Motorboat noise is recognized as a major source of marine pollution, however little is known about
its ecological consequences on coastal systems. We developed a State Space Model (SSM) that
incorporates an explicit dependency on motorboat noise to derive its efects on the movement of
resident fsh that transition between two behavioural states (swimming vs. hidden). To explore the
performance of our model, we carried out an experiment where free-living Serranus scriba were
tracked with acoustic tags, while motorboat noise was simultaneously recorded. We ftted the
generated tracking and noise data into our SSM and explored if the noise generated by motorboats
passing at close range afected the movement pattern and the probability of transition between
the two states using a Bayesian approach. Our results suggest high among individual variability in
movement patterns and transition between states, as well as in fsh response to the presence of
passing motorboats. These fndings suggest that the efects of motorboat noise on fsh movement
are complex and require the precise monitoring of large numbers of individuals. Our SSM provides a methodology to address such complexity and can be used for future investigations to study the effects of noise pollution on marine fish
Disciplines :
Aquatic sciences & oceanology
Author, co-author :
Barcelo‑Serra, Margarida
Cabanellas, Sebastia
Palmer, Miquel
Bolgan, Marta ; Université de Liège - ULiège > Département de Biologie, Ecologie et Evolution > Morphologie fonctionnelle et évolutive
Alos, Josep
Language :
English
Title :
A state‑space model to derive motorboat noise efects on fsh movement from acoustic tracking data
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Bibliography
Desiderà, E., Acoustic fish communities: Sound diversity of rocky habitats reflects fish species diversity (2019) Mar. Ecol. Prog. Ser., 608, pp. 183-197
Iorio, L.D., Gervaise, C., Lossent, J., Valentini-Poirier, C.-A., Boissery, P., Benthic biophonic assemblages, their environmental divers, eco-acoustic scores at the level of the Western Mediterranean basin, and their implications for large-scale ecosystem monitoring (2018) J. Acoust. Soc. Am., 144, p. 1692
Buscaino, G., Temporal patterns in the soundscape of the shallow waters of a Mediterranean marine protected area (2016) Sci. Rep., 6, pp. 1-13. , COI: 1:CAS:528:DC%2BC28XhsF2qsb7N
McNett, G.D., Luan, L.H., Cocroft, R.B., Wind-induced noise alters signaler and receiver behavior in vibrational communication (2010) Behav. Ecol. Sociobiol., 64, pp. 2043-2051
Hildebrand, J.A., Anthropogenic and natural sources of ambient noise in the ocean (2009) Mar. Ecol. Prog. Ser., 395, pp. 5-20
Popper, A.N., Hawkins, A.D., An overview of fish bioacoustics and the impacts of anthropogenic sounds on fishes (2019) J. Fish Biol., 94, pp. 692-713. , PID: 30864159
Belkovich, V.M., Bibikov, N.G., Dubrovsky, N.A., Suhoruchenko, M.N., Zhuravlev, V., (1994) A. Preliminary Estimates of Low-Frequency Sound Effect on Sea Animals in the Eastern Arctic.
Mate, B.R., Stafford, K.M., Ljungblad, D.K., A change in sperm whale (Physeter macroephalus) distribution correlated to seismic surveys in the Gulf of Mexico (1994) J. Acoust. Soc. Am., 96, pp. 3268-3269
Dunlop, R.A., The behavioural response of humpback whales (Megaptera novaeangliae) to a 20 cubic inch air gun (2015) Aquat. Mamm., 41, pp. 412-433
Kunc, H.P., McLaughlin, K.E., Schmidt, R., Aquatic noise pollution: Implications for individuals, populations, and ecosystems (2016) Proc. R. Soc. B Biol. Sci., 283, p. 20160839
Rako-Gospić, N., Picciulin, M., Underwater noise: Sources and effects on marine life (2019) World Seas: An Environmental Evaluation Volume III: Ecological Issues and Environmental Impacts, 3, pp. 367-389. , (ed. Sheppard, C.) vol, (Elsevier
Duarte, C.M., Chapuis, L., Collin, S.P., Costa, D.P., Devassy, R.P., Eguiluz, V.M., Erbe, C., Juanes, F., The soundscape of the Anthropocene ocean (2021) Science, 371 (6529), p. eaba4658. , COI: 1:CAS:528:DC%2BB3MXjsFCku74%3D, PID: 33542110
Cox, K., Brennan, L.P., Gerwing, T.G., Dudas, S.E., Juanes, F., Sound the alarm: A meta-analysis on the effect of aquatic noise on fish behavior and physiology (2018) Glob. Chang. Biol., 24, pp. 3105-3116. , PID: 29476641
La Manna, G., Manghi, M., Perretti, F., Sarà, G., Behavioral response of brown meagre (Sciaena umbra) to boat noise (2016) Mar. Pollut. Bull., 110, pp. 324-334. , PID: 27315752, COI: 1:CAS:528:DC%2BC28XhtVShtLrN
Nedelec, S.L., Motorboat noise impacts parental behaviour and offspring survival in a reef fish (2017) Proc. R. Soc. B Biol. Sci., 284, p. 20170143
Maxwell, R.J., Does motor noise from recreational boats alter parental care behaviour of a nesting freshwater fish? (2018) Aquat. Conserv. Mar. Freshw. Ecosyst., 28, pp. 969-978
Picciulin, M., Sebastianutto, L., Codarin, A., Calcagno, G., Ferrero, E.A., Brown meagre vocalization rate increases during repetitive boat noise exposures: A possible case of vocal compensation (2012) J. Acoust. Soc. Am., 132, pp. 3118-3124. , PID: 23145597
de Jong, K., Amorim, M.C.P., Fonseca, P.J., Klein, A., Heubel, K.U., Noise affects acoustic courtship behavior similarly in two species of gobies (2016) Proc. Meet. Acoust., 27, p. 010018
Codarin, A., Wysocki, L.E., Ladich, F., Picciulin, M., Effects of ambient and boat noise on hearing and communication in three fish species living in a marine protected area (Miramare, Italy) (2009) Mar. Pollut. Bull., 58, pp. 1880-1887. , COI: 1:CAS:528:DC%2BD1MXhsV2jtLfN, PID: 19666180
Holles, S., Simpson, S.D., Radford, A.N., Berten, L., Lecchini, D., Boat noise disrupts orientation behaviour in a coral reef fish (2013) Mar. Ecol. Prog. Ser., 485, pp. 295-300
Pine, M.K., Jeffs, A.G., Wang, D., Radford, C.A., The potential for vessel noise to mask biologically important sounds within ecologically significant embayments (2016) Ocean Coast. Manag., 127, pp. 63-73
de Jong, K., Amorim, M.C.P., Fonseca, P.J., Fox, C.J., Heubel, K.U., Noise can affect acoustic communication and subsequent spawning success in fish (2018) Environ. Pollut., 237, pp. 814-823. , PID: 29146199, COI: 1:CAS:528:DC%2BC2sXhvVWlu7fI
Montgomery, J.C., Jeffs, A., Simpson, S.D., Meekan, M., Tindle, C., Sound as an orientation cue for the pelagic larvae of reef fishes and decapod crustaceans (2006) Adv. Mar. Biol., 51, pp. 143-196. , PID: 16905427
Hussey, N.E., Aquatic animal telemetry: A panoramic window into the underwater world (2015) Science, 348, p. 1255642. , PID: 26068859, COI: 1:CAS:528:DC%2BC2MXps1Oltbo%3D
Simpfendorfer, C.A., Heupel, M.R., Collins, A.B., Variation in the performance of acoustic receivers and its implication for positioning algorithms in a riverine setting (2008) Can. J. Fish. Aquat. Sci., 65, pp. 482-492
Abecasis, D., A review of acoustic telemetry in Europe and the need for a regional aquatic telemetry network (2018) Anim. Biotelemetry, 6, p. 12
Kessel, S.T., A review of detection range testing in aquatic passive acoustic telemetry studies (2014) Rev. Fish Biol. Fish., 24, pp. 199-218
Patterson, T.A., Thomas, L., Wilcox, C., Ovaskainen, O., Matthiopoulos, J., State-space models of individual animal movement (2008) Trends Ecol. Evol., 23, pp. 87-94. , PID: 18191283
Alós, J., Palmer, M., Balle, S., Arlinghaus, R., Bayesian state-space modelling of conventional acoustic tracking provides accurate descriptors of home range behavior in a small-bodied coastal fish species (2016) PLoS ONE, 11, pp. 1-23. , COI: 1:CAS:528:DC%2BC28Xhtl2it7%2FP
Jonsen, I.D., State-space models for bio-loggers: A methodological road map (2013) Deep Sea Res. Top. Stud. Oceanogr., 88, pp. 34-46
Bauchot, M., Serranidae (1987) Guide FAO d’identification Des espèces Pour Les Besoins De La pêche, pp. 1301-1329. , Fisher, W., Bauchot, M. L., Scheneider, M., Organisation des Nations Unies pour l’Alimentation et l’Agriculture
Börger, L., Dalziel, B.D., Fryxell, J.M., Are there general mechanisms of animal home range behaviour? A review and prospects for future research (2008) Ecol. Lett., 11, pp. 637-650. , PID: 18400017
Alós, J., Selective exploitation of spatially structured coastal fish populations by recreational anglers may lead to evolutionary downsizing of adults (2014) Mar. Ecol. Prog. Ser., 503, pp. 219-233
Palmer, M., Balle, S., March, D., Alós, J., Linde, M., Size estimation of circular home range from fish mark-release-(single)-recapture data: Case study of a small labrid targeted by recreational fishing (2011) Mar. Ecol. Prog. Ser., 430, pp. 87-97
Mills, S.C., Hormonal and behavioural effects of motorboat noise on wild coral reef fish (2020) Environ. Pollut., 262, p. 114250. , COI: 1:CAS:528:DC%2BB3cXmvFWgt7g%3D, PID: 32443197
Hitt, S., Pittman, S.J., Nemeth, R.S., Diel movements of fishes linked to benthic seascape structure in a Caribbean coral reef ecosystem (2011) Mar. Ecol. Prog. Ser., 427, pp. 275-291
March, D., Palmer, M., Alós, J., Grau, A., Cardona, F., Short-term residence, home range size and diel patterns of the painted comber Serranus scriba in a temperate marine reserve (2010) Mar. Ecol. Prog. Ser., 400, pp. 195-206
Codling, E.A., Plank, M.J., Benhamou, S., Random walk models in biology (2008) J. R. Soc. Interface, 5, pp. 813-834. , PID: 18426776
Campos-Candela, A., Palmer, M., Balle, S., Álvarez, A., Alós, J., A mechanistic theory of personality-dependent movement behaviour based on dynamic energy budgets (2019) Ecol. Lett., 22, pp. 213-232. , PID: 30467933
Gardiner, C.W., (1990) Handbook of Stochastic Methods for Physics, Chemistry and the Natural Sciences, , Springer, Berlin
Follana-Berná, G., Palmer, M., Lekanda-Guarrotxena, A., Grau, A., Arechavala-Lopez, P., Fish density estimation using unbaited cameras: Accounting for environmental-dependent detectability (2020) J. Exp. Mar. Bio. Ecol., 527, p. 151376
Klimley, A.P., Voegeli, F., Beavers, S.C., Le Boeuf, B.J., Automated listening stations for tagged marine fishes (1998) Mar. Technol. Soc. J., 32, pp. 94-101
Hedger, R.D., The optimized interpolation of fish positions and speeds in an array of fixed acoustic receivers (2008) ICES J. Mar. Sci., 65, pp. 1248-1259
Merchant, N.D., Blondel, P., Dakin, D.T., Dorocicz, J., Averaging underwater noise levels for environmental assessment of shipping (2012) J. Acoust. Soc. Am., 132, pp. 343-349
Plummer, M.R., (2016) Bayesian Graphical Models Using MCMC
Su, Y.S., Yajima, M., (2015), R2jags: Using R to run ‘JAGS’
A language and environment for statistical (2017) Computing
Plummer, M., Best, N., Cowles, K., Vines, K., CODA: convergence diagnosis and output analysis for MCMC (2006) R News, 6, pp. 7-11
Gelman, A., (2013) Bayesian data analysis, , . (Taylor & Francis Group
Fagan, W.F., Calabrese, J.M., The correlated random walk and the rise of movement ecology (2014) Bull. Ecol. Soc. Am., 95, pp. 204-206
Payne, N.L., Gillanders, B.M., Webber, D.M., Semmens, J.M., Interpreting diel activity patterns from acoustic telemetry: The need for controls (2010) Mar. Ecol. Prog. Ser., 419, pp. 295-301
Burger, J., Gochfeld, M., On developing bioindicators for human and ecological health (2001) Environ. Monit. Assess., 66, pp. 23-46. , COI: 1:CAS:528:DC%2BD3MXhtValtLo%3D, PID: 11214446
Alós, J., March, D., Palmer, M., Grau, A., Morales-Nin, B., Spatial and temporal patterns in Serranus cabrilla habitat use in the NW Mediterranean revealed by acoustic telemetry (2011) Mar. Ecol. Prog. Ser., 427, pp. 173-186
Alós, J., Palmer, M., Rosselló, R., Arlinghaus, R., Fast and behavior-selective exploitation of a marine fish targeted by anglers (2016) Sci. Rep., 6, pp. 1-13. , COI: 1:CAS:528:DC%2BC28XitFWnsLzE
Campioni, L., Individual and spatio-temporal variations in the home range behaviour of a long-lived, territorial species (2013) Oecologia, 172, pp. 371-385. , PID: 23086505
Topping, D.T., Szedlmayer, S.T., Home range and movement patterns of red snapper (Lutjanus campechanus) on artificial reefs (2011) Fish. Res., 112, pp. 77-84
Jorgensen, S.J., Limited movement in blue rockfish Sebastes mystinus: Internal structure of home range (2006) Mar. Ecol. Prog. Ser., 327, pp. 157-170
Harding, H.R., Fish in habitats with higher motorboat disturbance show reduced sensitivity to motorboat noise (2018) Biol. Lett., 14, p. 20180441. , PID: 30282747
Holmes, L.J., McWilliam, J., Ferrari, M.C.O., McCormick, M.I., Juvenile damselfish are affected but desensitize to small motor boat noise (2017) J. Exp. Mar. Bio. Ecol., 494, pp. 63-68
Huntingford, F.A., Current issues in fish welfare (2006) J. Fish Biol., 68, pp. 332-372
Sierra-Flores, R., Atack, T., Migaud, H., Davie, A., Stress response to anthropogenic noise in Atlantic cod Gadus morhua L (2015) Aquac. Eng., 67, pp. 67-76
de Jong, K., Predicting the effects of anthropogenic noise on fish reproduction (2020) Rev. Fish Biol. Fish., 30, pp. 1-24
McCormick, M.I., Fakan, E.P., Nedelec, S.L., Allan, B.J.M., Effects of boat noise on fish fast-start escape response depend on engine type (2019) Sci. Rep., 9, pp. 1-10. , COI: 1:CAS:528:DC%2BC1MXmvFSqtLg%3D
Hawkins, A.D., Popper, A.N., A sound approach to assessing the impact of underwater noise on marine fishes and invertebrates (2017) ICES J. Mar. Sci., 74, pp. 635-651
Soudijn, F.H., van Kooten, T., Slabbekoorn, H., de Roos, A.M., Population-level effects of acoustic disturbance in Atlantic cod: a size-structured analysis based on energy budgets (2020) Proc. Royal Soc. B. Sci., 287, p. 20200490
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