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Advances in the aquatic sciences
RESEARCH ARTICLE

Inferring trends and linkages between shark abundance and shark bites on humans for shark-hazard mitigation

André S. Afonso A C , Yuri V. Niella A B and Fábio H. V. Hazin A
+ Author Affiliations
- Author Affiliations

A Departamento de Pesca e Aquicultura, Universidade Federal Rural de Pernambuco, Recife, PE 52171-030, Brazil.

B Departamento de Oceanografia, Universidade Federal de Pernambuco, Recife, PE 50670-901, Brazil.

C Corresponding author: afonso.andre@gmail.com

Marine and Freshwater Research 68(7) 1354-1365 https://doi.org/10.1071/MF16274
Submitted: 28 August 2015  Accepted: 14 November 2016   Published: 9 January 2017

Abstract

The present study aims at inferring linkages between the abundance of potentially dangerous sharks (PDSs) and shark hazard, so as to derive information about the underlying processes of shark peril off Recife, Brazil. Fishery-independent longline and drumline data collected from May 2004 through December 2014 for Carcharhinus leucas and Galeocerdo cuvier measuring ≥109 cm were considered for analysis. Generalised additive models showed that the frequency of shark bites was directly proportional to and followed the same seasonal trends as PDS abundance, meeting the hypothesis that higher shark abundance may result in an increased chance of a shark bite. However, the species-specific seasonality of bull and tiger sharks seemed to follow distinct patterns. This method was helpful in comparing the abundance dynamics of the PDSs caught by the local shark hazard-mitigation program with the distribution of shark bites, so as to infer whether the species involved in the incidents were being effectively captured. Also, it provided some information about each species’ contribution to the overall dynamics in local shark hazard. However, despite being a potentially useful risk-management tool, its predictive efficacy for shark-peril mitigation may depend on the availability of abundant data spanning across wide temporal ranges.

Additional keywords: bull shark, drumline, longline, preventive fishing gear, shark attack, tiger shark.


References

Afonso, A. S., and Hazin, F. H. V. (2014). Post-release survival and behavior and exposure to fisheries in juvenile tiger sharks, Galeocerdo cuvier, from the South Atlantic. Journal of Experimental Marine Biology and Ecology 454, 55–62.
Post-release survival and behavior and exposure to fisheries in juvenile tiger sharks, Galeocerdo cuvier, from the South Atlantic.Crossref | GoogleScholarGoogle Scholar |

Afonso, A. S., and Hazin, F. H. V. (2015). Vertical movement patterns and ontogenetic niche expansion in the tiger shark, Galeocerdo cuvier. PLoS One 10, e0116720.
Vertical movement patterns and ontogenetic niche expansion in the tiger shark, Galeocerdo cuvier.Crossref | GoogleScholarGoogle Scholar |

Afonso, A. S., Hazin, F. H. V., Carvalho, F., Pacheco, J. C., Hazin, H., Kerstetter, D. W., Murie, D., and Burgess, G. H. (2011). Fishing gear modifications to reduce elasmobranch mortality in pelagic and bottom longline fisheries off northeast Brazil. Fisheries Research 108, 336–343.
Fishing gear modifications to reduce elasmobranch mortality in pelagic and bottom longline fisheries off northeast Brazil.Crossref | GoogleScholarGoogle Scholar |

Afonso, A. S., Santiago, R., Hazin, H., and Hazin, F. H. V. (2012). Shark bycatch and mortality and hook bite-offs in pelagic longlines: interactions between hook types and leader materials. Fisheries Research 131–133, 9–14.
Shark bycatch and mortality and hook bite-offs in pelagic longlines: interactions between hook types and leader materials.Crossref | GoogleScholarGoogle Scholar |

Afonso, A. S., Andrade, H. A., and Hazin, F. H. V. (2014). Structure and dynamics of the shark assemblage off Recife, northeastern Brazil. PLoS One 9, e102369.
Structure and dynamics of the shark assemblage off Recife, northeastern Brazil.Crossref | GoogleScholarGoogle Scholar |

Brunnschweiler, J. M., Queiroz, N., and Sims, D. W. (2010). Oceans apart? Short-term movements and behaviour of adult bull sharks Carcharhinus leucas in Atlantic and Pacific Oceans determined from pop-up satellite archival tagging. Journal of Fish Biology 77, 1343–1358.
Oceans apart? Short-term movements and behaviour of adult bull sharks Carcharhinus leucas in Atlantic and Pacific Oceans determined from pop-up satellite archival tagging.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC3cbjvV2isQ%3D%3D&md5=41f3065e9504fb379c258f4f8788834fCAS |

Burgess, G. H. (1990). Shark attack and the International shark attack file. In ‘Discovering Sharks’. (Ed S. H. Gruber.) pp. 101–105. (American Littoral Society: Highlands, NJ, USA.)

Burgess, G. H., and Callahan, M. (1996). Worldwide patterns of white shark attacks on humans. In ‘Great White Sharks: the Biology of Carcharodon carcharias’. (Eds A. P. Klimley, and D. G. Ainley.) pp. 457–469. (Academic Press: London, UK.)

Burgess, G. H., Buch, R. H., Carvalho, F., Garner, B. A., and Walker, C. J. (2010). Factor contributing to shark attacks on humans: a Volusia County, Florida, case study. In ‘Sharks and their Relatives II: Biodiversity, Adaptive Physiology, and Conservation’. (Eds J. C. Carrier, J. A. Musick, and M. R. Heithaus.) pp. 541–565. (CRC Press: Boca Raton, FL, USA.)

Caldicott, D. G. E., Mahajani, R., and Kuhn, M. (2001). The anatomy of a shark attack: a case report and review of the literature. Injury 32, 445–453.
The anatomy of a shark attack: a case report and review of the literature.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BD3MvivFGgtA%3D%3D&md5=3f0c63a56c7746f1d09b50e2baf43fa6CAS |

Carlson, J. K., Ribera, M. M., Conrath, C. L., Heupel, M. R., and Burgess, G. H. (2010). Habitat use and movement patterns of bull sharks Carcharhinus leucas determined using pop-up satellite archival tags. Journal of Fish Biology 77, 661–675.
| 1:STN:280:DC%2BC3cjktFOntg%3D%3D&md5=d3714e90a44351d71e85349281b51248CAS |

Carrier, J. C., and Pratt, H. L. (1998). Habitat management and closure of a nurse shark breeding and nursery ground. Fisheries Research 39, 209–213.
Habitat management and closure of a nurse shark breeding and nursery ground.Crossref | GoogleScholarGoogle Scholar |

CEMIT (2015). State committee for the monitoring of shark incidents. (State Government of Pernambuco.) Available at http://www.portaisgoverno.pe.gov.br/c/document_library/get_file?uuid=2bdd9987-d469-4679-b652-ba7a2556e3c2&groupId=124015 [Verified 31 December 2015].

Cliff, G., and Dudley, S. F. J. (2011). Reducing the environmental impact of shark-control programs: a case study from KwaZulu–Natal, South Africa. Marine and Freshwater Research 62, 700–709.
Reducing the environmental impact of shark-control programs: a case study from KwaZulu–Natal, South Africa.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3MXnvFantbg%3D&md5=e771576be279b736fd71fa84923724eeCAS |

Cohen, J. (1988). ‘Statistical Power Analysis for the Behavioral Sciences’, 2nd edn. (R. P. Honeck: Hillsdale, NJ, USA.)

Dudley, S. F. J., and Cliff, G. (2010). Shark control: methods, efficacy, and ecological impact. In ‘Sharks and their Relatives II: Biodiversity, Adaptive Physiology, and Conservation’. (Eds J. C. Carrier, J. A. Musick, and M. R. Heithaus.) pp. 567–592. (CRC Press: Boca Raton, FL, USA.)

Gadig, O. B. F., and Sazima, I. (2003). A non-fatal attack by the tiger shark, Galeocerdo cuvier, on the northeast coast of Brazil (Chondrichthyes, Carcharhinidae). Arquivos de Ciências do Mar 36, 119–122.

Gibbs, L., and Warren, A. (2015). Transforming shark hazard policy: learning from ocean-users and shark encounter in Western Australia. Marine Policy 58, 116–124.
Transforming shark hazard policy: learning from ocean-users and shark encounter in Western Australia.Crossref | GoogleScholarGoogle Scholar |

Habegger, M. L., Motta, P. J., Huber, D. R., and Dean, M. N. (2012). Feeding biomechanics and theoretical calculations of bite force in bull sharks (Carcharhinus leucas) during ontogeny. Zoology 115, 354–364.
Feeding biomechanics and theoretical calculations of bite force in bull sharks (Carcharhinus leucas) during ontogeny.Crossref | GoogleScholarGoogle Scholar |

Hazin, F. H. V., and Afonso, A. S. (2014). A green strategy for shark attack mitigation off Recife, Brazil. Animal Conservation 17, 287–296.
A green strategy for shark attack mitigation off Recife, Brazil.Crossref | GoogleScholarGoogle Scholar |

Hazin, F. H. V., Burgess, G. H., and Carvalho, F. C. (2008). A shark attack outbreak off Recife, Pernambuco, Brazil: 1992–2006. Bulletin of Marine Science 82, 199–212.

Heithaus, M. R., Dill, L. M., Marshall, G. J., and Buhleier, B. M. (2002). Habitat use and foraging behaviour of tiger sharks (Galeocerdo cuvier) in a seagrass ecosystem. Marine Biology 140, 237–248.
Habitat use and foraging behaviour of tiger sharks (Galeocerdo cuvier) in a seagrass ecosystem.Crossref | GoogleScholarGoogle Scholar |

Heupel, M. R., and Simpfendorfer, C. A. (2011). Estuarine nursery areas provide a low mortality environment for young bull sharks (Carcharhinus leucas). Marine Ecology Progress Series 433, 237–244.
Estuarine nursery areas provide a low mortality environment for young bull sharks (Carcharhinus leucas).Crossref | GoogleScholarGoogle Scholar |

Holmes, B. J., Sumpton, W. D., Mayer, D. G., Tibbets, I. R., Neil, D. T., and Bennett, M. B. (2012). Declining trends in annual catch rates of the tiger shark (Galeocerdo cuvier) in Queensland, Australia. Fisheries Research 129–130, 38–45.
Declining trends in annual catch rates of the tiger shark (Galeocerdo cuvier) in Queensland, Australia.Crossref | GoogleScholarGoogle Scholar |

Huber, D. R., Weggelaar, C. L., and Motta, P. J. (2006). Scaling bite force in the blacktip shark Carcharhinus limbatus. Zoology 109, 109–119.
Scaling bite force in the blacktip shark Carcharhinus limbatus.Crossref | GoogleScholarGoogle Scholar |

Lentz, A. K., Burgess, G. H., Perrin, K., Brown, J. A., Mozingo, D. W., and Lottenberg, L. (2010). Mortality and management of 96 shark attacks and development of a shark bite severity scoring system. The American Surgeon 76, 101–106.

Liu, H., and Chan, K. S. (2010). Introducing COZIGAM: an R package for unconstrained and constrained zero-inflated generalized additive model analysis. Journal of Statistical Software 35, 1–26.
Introducing COZIGAM: an R package for unconstrained and constrained zero-inflated generalized additive model analysis.Crossref | GoogleScholarGoogle Scholar |

Lowe, C. G., Wetherbee, B. M., Crow, G. L., and Tester, A. L. (1996). Ontogenetic dietary shifts and feeding behavior of the tiger shark, Galeocerdo cuvier, in Hawaiian waters. Environmental Biology of Fishes 47, 203–211.
Ontogenetic dietary shifts and feeding behavior of the tiger shark, Galeocerdo cuvier, in Hawaiian waters.Crossref | GoogleScholarGoogle Scholar |

McCord, M. E., and Lamberth, S. J. (2009). Catching and tracking the world’s largest Zambezi (bull) shark Carcharhinus leucas in the Breede Estuary, South Africa: the first 43 hours. African Journal of Marine Science 31, 107–111.
Catching and tracking the world’s largest Zambezi (bull) shark Carcharhinus leucas in the Breede Estuary, South Africa: the first 43 hours.Crossref | GoogleScholarGoogle Scholar |

McPhee, D. (2012). Likely effectiveness of netting or other capture programs as a shark hazard mitigation strategy under Western Australian conditions. Fisheries Occasional Publication number 108. Department of Fisheries, Western Australia, Perth, WA, Australia.

Naylor, G. J. P., Caira, J. N., Jensen, K., Rosana, K. A. M., White, W. T., and Last, P. R. (2012). A DNA sequence-based approach to the identification of shark and ray species and its implications for global elasmobranch diversity and parasitology. Bulletin of the American Museum of Natural History 367, 1–262.
A DNA sequence-based approach to the identification of shark and ray species and its implications for global elasmobranch diversity and parasitology.Crossref | GoogleScholarGoogle Scholar |

Neff, C. L., and Hueter, R. (2013). Science, policy, and the public discourse of shark ‘attack’: a proposal for reclassifying shark–human interactions. Journal of Environmental Studies and Sciences 3, 65–73.
Science, policy, and the public discourse of shark ‘attack’: a proposal for reclassifying shark–human interactions.Crossref | GoogleScholarGoogle Scholar |

O’Connell, C., Andreotti, S., Rutzen, M., Meÿer, M., Matthee, C. A., and He, P. (2014). Effects of the sharksafe barrier on white shark (Carcharodon carcharias) behaviour and its implications for future conservation technologies. Journal of Experimental Marine Biology and Ecology 460, 37–46.
Effects of the sharksafe barrier on white shark (Carcharodon carcharias) behaviour and its implications for future conservation technologies.Crossref | GoogleScholarGoogle Scholar |

Ritter, E., and Levine, M. (2004). Use of forensic analysis to better understand shark attack behaviour. The Journal of Forensic Odonto-Stomatology 20, 40–46.

Schultz, L. P. (1963). Attacks by sharks as related to the activities of man. In ‘Sharks and survival’. (Ed. P. W. Gilbert.) pp. 3–60. (DC Health & Co: Boston, MA, USA.)

Silva, J. S., Leal, M. M. V., Araújo, M. C. B., Barbosa, S. C. T., and Costa, M. F. (2008). Spatial and temporal patterns of use of Boa Viagem, northeast Brazil. Journal of Coastal Research 1, 79–86.
Spatial and temporal patterns of use of Boa Viagem, northeast Brazil.Crossref | GoogleScholarGoogle Scholar |

Simpfendorfer, C. A., and Milward, N. E. (1993). Utilization of a tropical bay as a nursery area by sharks of the families Carcharhinidae and Sphyrnidae. Environmental Biology of Fishes 37, 337–345.
Utilization of a tropical bay as a nursery area by sharks of the families Carcharhinidae and Sphyrnidae.Crossref | GoogleScholarGoogle Scholar |

Snelson, F. F., Mulligan, J., and Williams, S. E. (1984). Food habits, occurrence and population structure of the bull shark Carcharhinus leucas in Florida coastal lagoons. Bulletin of Marine Science 34, 71–80.

Sumpton, W. D., Taylor, S. M., Gribble, N. A., McPherson, G., and Ham, T. (2011). Gear selectivity of large-mesh nets and drumlines used to catch sharks in the Queensland Shark Control Program. African Journal of Marine Science 33, 37–43.
Gear selectivity of large-mesh nets and drumlines used to catch sharks in the Queensland Shark Control Program.Crossref | GoogleScholarGoogle Scholar |

Wagenmakers, E. J., and Farrel, S. (2004). AIC model selection using Akaike weights. Psychonomic Bulletin & Review 11, 192–196.
AIC model selection using Akaike weights.Crossref | GoogleScholarGoogle Scholar |

West, J. G. (2011). Changing patterns of shark attacks in Australian waters. Marine and Freshwater Research 62, 744–754.
Changing patterns of shark attacks in Australian waters.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3MXnvFantbY%3D&md5=425977ee46a071077978fe1ac53a6ea8CAS |

Wetherbee, B. M., Lowe, C. G., and Crow, G. L. (1994). A review of shark control in Hawaii with recommendations for future research. Pacific Science 48, 95–115.