in

A state-space model to derive motorboat noise effects on fish movement from acoustic tracking data

[adace-ad id="91168"]
  • 1.

    Desiderà, E. et al. Acoustic fish communities: Sound diversity of rocky habitats reflects fish species diversity. Mar. Ecol. Prog. Ser. 608, 183–197 (2019).

    ADS  Article  Google Scholar 

  • 2.

    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. J. Acoust. Soc. Am. 144, 1692–1692 (2018).

    ADS  Article  Google Scholar 

  • 3.

    Buscaino, G. et al. Temporal patterns in the soundscape of the shallow waters of a Mediterranean marine protected area. Sci. Rep. 6, 1–13 (2016).

    Article  CAS  Google Scholar 

  • 4.

    McNett, G. D., Luan, L. H. & Cocroft, R. B. Wind-induced noise alters signaler and receiver behavior in vibrational communication. Behav. Ecol. Sociobiol. 64, 2043–2051 (2010).

    Article  Google Scholar 

  • 5.

    Hildebrand, J. A. Anthropogenic and natural sources of ambient noise in the ocean. Mar. Ecol. Prog. Ser. 395, 5–20 (2009).

    ADS  Article  Google Scholar 

  • 6.

    Popper, A. N. & Hawkins, A. D. An overview of fish bioacoustics and the impacts of anthropogenic sounds on fishes. J. Fish Biol. 94, 692–713 (2019).

    PubMed  PubMed Central  Article  Google Scholar 

  • 7.

    Belkovich, V. M., Bibikov, N. G., Dubrovsky, N. A., Suhoruchenko, M. N. & Zhuravlev, V. A. Preliminary estimates of low-frequency sound effect on sea animals in the Eastern Arctic. (1994).

  • 8.

    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. J. Acoust. Soc. Am. 96, 3268–3269 (1994).

    ADS  Article  Google Scholar 

  • 9.

    Dunlop, R. A. et al. The behavioural response of humpback whales (Megaptera novaeangliae) to a 20 cubic inch air gun. Aquat. Mamm. 41, 412–433 (2015).

    Article  Google Scholar 

  • 10.

    Kunc, H. P., McLaughlin, K. E. & Schmidt, R. Aquatic noise pollution: Implications for individuals, populations, and ecosystems. Proc. R. Soc. B Biol. Sci. 283, 20160839 (2016).

    Article  Google Scholar 

  • 11.

    Rako-Gospić, N. & Picciulin, M. Underwater noise: Sources and effects on marine life. in World Seas: An Environmental Evaluation Volume III: Ecological Issues and Environmental Impacts (ed. Sheppard, C.) vol. 3 367–389 (Elsevier, 2019).

  • 12.

    Duarte, C. M., Chapuis, L., Collin, S. P., Costa, D. P., Devassy, R. P., Eguiluz, V. M., Erbe, C., Gordon, T. A. C., Halpern, B. S., Harding, H. R., Havlik, M. N., Meekan, M., Merchant, N. D., Miksis-Olds, J. L., Parsons, M., Predragovic, M., Radford, A. N., Radford, C. A., Simpson, S. D., Slabbekoorn, H., Staaterman, E., Van Opzeeland, I. C., Winderen, J., Zhang, X. & Juanes, F. The soundscape of the Anthropocene ocean. Science 371(6529), eaba4658 (2021).

    CAS  PubMed  Article  Google Scholar 

  • 13.

    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. Glob. Chang. Biol. 24, 3105–3116 (2018).

    ADS  PubMed  Article  Google Scholar 

  • 14.

    La Manna, G., Manghi, M., Perretti, F. & Sarà, G. Behavioral response of brown meagre (Sciaena umbra) to boat noise. Mar. Pollut. Bull. 110, 324–334 (2016).

    PubMed  Article  CAS  Google Scholar 

  • 15.

    Nedelec, S. L. et al. Motorboat noise impacts parental behaviour and offspring survival in a reef fish. Proc. R. Soc. B Biol. Sci. 284, 20170143 (2017).

    Article  Google Scholar 

  • 16.

    Maxwell, R. J. et al. Does motor noise from recreational boats alter parental care behaviour of a nesting freshwater fish?. Aquat. Conserv. Mar. Freshw. Ecosyst. 28, 969–978 (2018).

    Article  Google Scholar 

  • 17.

    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. J. Acoust. Soc. Am. 132, 3118–3124 (2012).

    ADS  PubMed  Article  Google Scholar 

  • 18.

    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. Proc. Meet. Acoust. 27, 010018 (2016).

    Article  Google Scholar 

  • 19.

    Nedelec, S. L. et al. Motorboat noise disrupts co-operative interspecific interactions. Sci. Rep. 7, 1–8 (2017).

    ADS  CAS  Article  Google Scholar 

  • 20.

    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). Mar. Pollut. Bull. 58, 1880–1887 (2009).

    CAS  PubMed  Article  Google Scholar 

  • 21.

    Holles, S., Simpson, S. D., Radford, A. N., Berten, L. & Lecchini, D. Boat noise disrupts orientation behaviour in a coral reef fish. Mar. Ecol. Prog. Ser. 485, 295–300 (2013).

    ADS  Article  Google Scholar 

  • 22.

    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. Ocean Coast. Manag. 127, 63–73 (2016).

    Article  Google Scholar 

  • 23.

    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. Environ. Pollut. 237, 814–823 (2018).

    PubMed  Article  CAS  Google Scholar 

  • 24.

    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. Adv. Mar. Biol. 51, 143–196 (2006).

    PubMed  Article  Google Scholar 

  • 25.

    Hussey, N. E. et al. Aquatic animal telemetry: A panoramic window into the underwater world. Science 348, 1255642 (2015).

    PubMed  Article  CAS  Google Scholar 

  • 26.

    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. Can. J. Fish. Aquat. Sci. 65, 482–492 (2008).

    Article  Google Scholar 

  • 27.

    Abecasis, D. et al. A review of acoustic telemetry in Europe and the need for a regional aquatic telemetry network. Anim. Biotelemetry 6, 12 (2018).

    Article  Google Scholar 

  • 28.

    Kessel, S. T. et al. A review of detection range testing in aquatic passive acoustic telemetry studies. Rev. Fish Biol. Fish. 24, 199–218 (2014).

    Article  Google Scholar 

  • 29.

    Patterson, T. A., Thomas, L., Wilcox, C., Ovaskainen, O. & Matthiopoulos, J. State-space models of individual animal movement. Trends Ecol. Evol. 23, 87–94 (2008).

    PubMed  Article  Google Scholar 

  • 30.

    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. PLoS ONE 11, 1–23 (2016).

    Article  CAS  Google Scholar 

  • 31.

    Jonsen, I. D. et al. State-space models for bio-loggers: A methodological road map. Deep Sea Res. Top. Stud. Oceanogr. 88, 34–46 (2013).

    ADS  Article  Google Scholar 

  • 32.

    Bauchot, M. . Serranidae. in Guide FAO d’identification des espèces pour les besoins de la pêche (eds. Fisher, W., Bauchot, M. L. & Scheneider, M.) 1301–1329 (Organisation des Nations Unies pour l’Alimentation et l’Agriculture, 1987).

  • 33.

    Börger, L., Dalziel, B. D. & Fryxell, J. M. Are there general mechanisms of animal home range behaviour? A review and prospects for future research. Ecol. Lett. 11, 637–650 (2008).

    PubMed  Article  Google Scholar 

  • 34.

    Alós, J. et al. Selective exploitation of spatially structured coastal fish populations by recreational anglers may lead to evolutionary downsizing of adults. Mar. Ecol. Prog. Ser. 503, 219–233 (2014).

    ADS  Article  Google Scholar 

  • 35.

    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. Mar. Ecol. Prog. Ser. 430, 87–97 (2011).

    ADS  Article  Google Scholar 

  • 36.

    Mills, S. C. et al. Hormonal and behavioural effects of motorboat noise on wild coral reef fish. Environ. Pollut. 262, 114250 (2020).

    CAS  PubMed  Article  Google Scholar 

  • 37.

    Hitt, S., Pittman, S. J. & Nemeth, R. S. Diel movements of fishes linked to benthic seascape structure in a Caribbean coral reef ecosystem. Mar. Ecol. Prog. Ser. 427, 275–291 (2011).

    ADS  Article  Google Scholar 

  • 38.

    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. Mar. Ecol. Prog. Ser. 400, 195–206 (2010).

    ADS  Article  Google Scholar 

  • 39.

    Codling, E. A., Plank, M. J. & Benhamou, S. Random walk models in biology. J. R. Soc. Interface 5, 813–834 (2008).

    PubMed  PubMed Central  Article  Google Scholar 

  • 40.

    Campos-Candela, A., Palmer, M., Balle, S., Álvarez, A. & Alós, J. A mechanistic theory of personality-dependent movement behaviour based on dynamic energy budgets. Ecol. Lett. 22, 213–232 (2019).

    PubMed  Article  Google Scholar 

  • 41.

    Gardiner, C. W. Handbook of Stochastic Methods for Physics, Chemistry and the Natural Sciences (Springer, Berlin, 1990).

    Google Scholar 

  • 42.

    Follana-Berná, G., Palmer, M., Lekanda-Guarrotxena, A., Grau, A. & Arechavala-Lopez, P. Fish density estimation using unbaited cameras: Accounting for environmental-dependent detectability. J. Exp. Mar. Bio. Ecol. 527, 151376 (2020).

    Article  Google Scholar 

  • 43.

    Klimley, A. P., Voegeli, F., Beavers, S. C. & Le Boeuf, B. J. Automated listening stations for tagged marine fishes. Mar. Technol. Soc. J. 32, 94–101 (1998).

    Google Scholar 

  • 44.

    Hedger, R. D. et al. The optimized interpolation of fish positions and speeds in an array of fixed acoustic receivers. ICES J. Mar. Sci. 65, 1248–1259 (2008).

    Article  Google Scholar 

  • 45.

    Merchant, N. D., Blondel, P., Dakin, D. T. & Dorocicz, J. Averaging underwater noise levels for environmental assessment of shipping. J. Acoust. Soc. Am. 132, 343–349 (2012).

    ADS  Article  Google Scholar 

  • 46.

    Plummer, M. rjags: Bayesian graphical models using MCMC. (2016).

  • 47.

    Su, Y. S. & Yajima, M. R2jags: Using R to run ‘JAGS’. (2015).

  • 48.

    R Development Core Team. R: A language and environment for statistical computing. (2017).

  • 49.

    Plummer, M., Best, N., Cowles, K. & Vines, K. CODA: convergence diagnosis and output analysis for MCMC. R News 6, 7–11 (2006).

    Google Scholar 

  • 50.

    Gelman, A. et al. Bayesian data analysis. (Taylor & Francis Group, 2013).

  • 51.

    Fagan, W. F. & Calabrese, J. M. The correlated random walk and the rise of movement ecology. Bull. Ecol. Soc. Am. 95, 204–206 (2014).

    Article  Google Scholar 

  • 52.

    Payne, N. L., Gillanders, B. M., Webber, D. M. & Semmens, J. M. Interpreting diel activity patterns from acoustic telemetry: The need for controls. Mar. Ecol. Prog. Ser. 419, 295–301 (2010).

    ADS  Article  Google Scholar 

  • 53.

    Burger, J. & Gochfeld, M. On developing bioindicators for human and ecological health. Environ. Monit. Assess. 66, 23–46 (2001).

    CAS  PubMed  Article  Google Scholar 

  • 54.

    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. Mar. Ecol. Prog. Ser. 427, 173–186 (2011).

    ADS  Article  Google Scholar 

  • 55.

    Alós, J., Palmer, M., Rosselló, R. & Arlinghaus, R. Fast and behavior-selective exploitation of a marine fish targeted by anglers. Sci. Rep. 6, 1–13 (2016).

    Article  CAS  Google Scholar 

  • 56.

    Campioni, L. et al. Individual and spatio-temporal variations in the home range behaviour of a long-lived, territorial species. Oecologia 172, 371–385 (2013).

    ADS  PubMed  Article  Google Scholar 

  • 57.

    Topping, D. T. & Szedlmayer, S. T. Home range and movement patterns of red snapper (Lutjanus campechanus) on artificial reefs. Fish. Res. 112, 77–84 (2011).

    Article  Google Scholar 

  • 58.

    Jorgensen, S. J. et al. Limited movement in blue rockfish Sebastes mystinus: Internal structure of home range. Mar. Ecol. Prog. Ser. 327, 157–170 (2006).

    ADS  Article  Google Scholar 

  • 59.

    Harding, H. R. et al. Fish in habitats with higher motorboat disturbance show reduced sensitivity to motorboat noise. Biol. Lett. 14, 20180441 (2018).

    PubMed  PubMed Central  Article  Google Scholar 

  • 60.

    Holmes, L. J., McWilliam, J., Ferrari, M. C. O. & McCormick, M. I. Juvenile damselfish are affected but desensitize to small motor boat noise. J. Exp. Mar. Bio. Ecol. 494, 63–68 (2017).

    Article  Google Scholar 

  • 61.

    Huntingford, F. A. et al. Current issues in fish welfare. J. Fish Biol. 68, 332–372 (2006).

    Article  Google Scholar 

  • 62.

    Sierra-Flores, R., Atack, T., Migaud, H. & Davie, A. Stress response to anthropogenic noise in Atlantic cod Gadus morhua L. Aquac. Eng. 67, 67–76 (2015).

    Article  Google Scholar 

  • 63.

    de Jong, K. et al. Predicting the effects of anthropogenic noise on fish reproduction. Rev. Fish Biol. Fish. 30, 1–24 (2020).

    Article  Google Scholar 

  • 64.

    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. Sci. Rep. 9, 1–10 (2019).

    Article  CAS  Google Scholar 

  • 65.

    Hawkins, A. D. & Popper, A. N. A sound approach to assessing the impact of underwater noise on marine fishes and invertebrates. ICES J. Mar. Sci. 74, 635–651 (2017).

    Article  Google Scholar 

  • 66.

    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. Proc. Royal Soc. B. Sci. 287(1929), 20200490 (2020).

    Article  Google Scholar 


  • Source: Ecology - nature.com

    King Climate Action Initiative announces new research to test and scale climate solutions

    The potential risk of exposure to Borrelia garinii, Anaplasma phagocytophilum and Babesia microti in the Wolinski National Park (north-western Poland)