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RESEARCH ARTICLE (Open Access)

Widespread exposure of marine parks, whales, and whale sharks to shipping

Vincent Raoult https://orcid.org/0000-0001-9459-111X A * , Vanessa Pirotta B , Troy F. Gaston A , Brad Norman C D , Samantha Reynolds C E , Tim M. Smith A , Mike Double F , Jason How G and Matt W. Hayward H I
+ Author Affiliations
- Author Affiliations

A School of Environmental and Life Sciences, University of Newcastle, Ourimbah, NSW 2250, Australia.

B Marine Predator Research Group, Department of Biological Sciences, Macquarie University, Sydney, NSW 2109, Australia.

C ECOCEAN Inc, 439 Rapids Road, Serpentine, WA 6125, Australia.

D Harry Butler Institute, Murdoch University, Murdoch, WA, Australia.

E School of Biological Sciences, The University of Queensland, Brisbane, Qld 4072, Australia.

F Australian Marine Mammal Centre, Australian Antarctic Division, Kingston, Tas. 7050, Australia.

G Department Primary Industries and Regional Development, Perth, WA, Australia.

H School of Environmental and Life Sciences, University of Newcastle, Newcastle, NSW 2300, Australia.

I Centre for Invasion Biology, University of Pretoria, Pretoria, 0002, South Africa.

* Correspondence to: vincent.raoult@newcastle.edu.au

Handling Editor: Kylie Pitt

Marine and Freshwater Research 74(1) 75-85 https://doi.org/10.1071/MF22050
Submitted: 22 February 2022  Accepted: 3 November 2022   Published: 28 November 2022

© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Context: Shipping impacts are a major environmental concern that can affect the behaviour and health of marine mammals and fishes. The potential impacts of shipping within marine parks is rarely considered during the planning process.

Aims: We assessed the areal disturbance footprint of shipping around Australia, its overlap with marine parks, and known locations of megafauna, so as to identify areas of concern that warrant further investigation.

Methods: Automatic Identification System (AIS) shipping data from 2018 to 2021 were interpreted through a kernel-density distribution and compared with satellite data from ∼200 individuals of megafauna amalgamated from 2003 to 2018, and the locations of marine parks.

Key results: Over 18% of marine parks had shipping exposure in excess of 365 vessels per year. Around all of Australia, 39% of satellite-tag reports from whale shark and 36.7% of pygmy blue and humpback whale satellite-tag reports were in moderate shipping-exposure areas (>90 ships per year). Shipping exposure significantly increased from 2018 despite the pandemic, including within marine parks.

Conclusions: These results highlight the wide-scale footprint of commercial shipping on marine ecosystems that may be increasing in intensity over time.

Implications: Consideration should be made for assessing and potentially limiting shipping impacts along migration routes and within marine parks.

Keywords: acoustic pollution, AIS, marine parks, satellite tag, shark, ship strikes, shipping, whale.


References

Bejder, M, Johnston, DW, Smith, J, Friedlaender, A, and Bejder, L (2016). Embracing conservation success of recovering humpback whale populations: evaluating the case for downlisting their conservation status in Australia. Marine Policy 66, 137–141.
Embracing conservation success of recovering humpback whale populations: evaluating the case for downlisting their conservation status in Australia.Crossref | GoogleScholarGoogle Scholar |

Boonstra, WJ, Ottosen, KM, Ferreira, ASA, Richter, A, Rogers, LA, Pedersen, MW, Kokkalis, A, Bardarson, H, Bonanomi, S, Butler, W, Diekert, FK, Fouzai, N, Holma, M, Holt, RE, Kvile, KØ, Malanski, E, Macdonald, JI, Nieminen, E, Romagnoni, G, Snickars, M, Weigel, B, Woods, P, Yletyinen, J, and Whittington, JD (2015). What are the major global threats and impacts in marine environments? Investigating the contours of a shared perception among marine scientists from the bottom-up. Marine Policy 60, 197–201.
What are the major global threats and impacts in marine environments? Investigating the contours of a shared perception among marine scientists from the bottom-up.Crossref | GoogleScholarGoogle Scholar |

Brodie, J, and Waterhouse, J (2012). A critical review of environmental management of the ‘not so Great’ Barrier Reef. Estuarine, Coastal and Shelf Science 104-105, 1–22.
A critical review of environmental management of the ‘not so Great’ Barrier Reef.Crossref | GoogleScholarGoogle Scholar |

Chittleborough, RG (1965). Dynamics of two populations of the humpback whale, Megaptera novaeangliae (Borowski). Marine and Freshwater Research 16, 33–128.
Dynamics of two populations of the humpback whale, Megaptera novaeangliae (Borowski).Crossref | GoogleScholarGoogle Scholar |

Conn, PB, and Silber, GK (2013). Vessel speed restrictions reduce risk of collision-related mortality for North Atlantic right whales. Ecosphere 4, 1–16.
Vessel speed restrictions reduce risk of collision-related mortality for North Atlantic right whales.Crossref | GoogleScholarGoogle Scholar |

Corbett, JJ, Winebrake, JJ, Green, EH, Kasibhatla, P, Eyring, V, and Lauer, A (2007). Mortality from ship emissions: a global assessment. Environmental Science & Technology 41, 8512–8518.
Mortality from ship emissions: a global assessment.Crossref | GoogleScholarGoogle Scholar |

Corbett, JJ, Wang, H, and Winebrake, JJ (2009). The effectiveness and costs of speed reductions on emissions from international shipping. Transportation Research – D. Transport and Environment 14, 593–598.
The effectiveness and costs of speed reductions on emissions from international shipping.Crossref | GoogleScholarGoogle Scholar |

Crum, N, Gowan, T, Krzystan, A, and Martin, J (2019). Quantifying risk of whale–vessel collisions across space, time, and management policies. Ecosphere 10, e02713.
Quantifying risk of whale–vessel collisions across space, time, and management policies.Crossref | GoogleScholarGoogle Scholar |

da Silva, IM, Hill, N, Shimadzu, H, Soares, AMVM, and Dornelas, M (2015). Spillover effects of a community-managed marine reserve. PLoS ONE 10, e0111774.
Spillover effects of a community-managed marine reserve.Crossref | GoogleScholarGoogle Scholar |

Dawbin WH (1966) The seasonal migratory cycle of humpback whales. In ‘Whales, dolphins and porpoises’. (Ed. KS Norris) pp. 145–170. (University of California Press)

Di Lorenzo, M, Claudet, J, and Guidetti, P (2016). Spillover from marine protected areas to adjacent fisheries has an ecological and a fishery component. Journal for Nature Conservation 32, 62–66.
Spillover from marine protected areas to adjacent fisheries has an ecological and a fishery component.Crossref | GoogleScholarGoogle Scholar |

Double, MC, Andrews-Goff, V, Jenner, KCS, Jenner, M-N, Laverick, SM, Branch, TA, and Gales, NJ (2014). Migratory movements of pygmy blue whales (Balaenoptera musculus brevicauda) between Australia and Indonesia as revealed by satellite telemetry. PLoS ONE 9, e93578.
Migratory movements of pygmy blue whales (Balaenoptera musculus brevicauda) between Australia and Indonesia as revealed by satellite telemetry.Crossref | GoogleScholarGoogle Scholar |

Dwyer, RG, Brooking, C, Brimblecombe, W, Campbell, HA, Hunter, J, Watts, M, and Franklin, CE (2015). An open web-based system for the analysis and sharing of animal tracking data. Animal Biotelemetry 3, 1.
An open web-based system for the analysis and sharing of animal tracking data.Crossref | GoogleScholarGoogle Scholar |

Erbe, C, MacGillivray, A, and Williams, R (2012). Mapping cumulative noise from shipping to inform marine spatial planning. The Journal of the Acoustical Society of America 132, EL423–EL428.
Mapping cumulative noise from shipping to inform marine spatial planning.Crossref | GoogleScholarGoogle Scholar |

Fakan, EP, and McCormick, MI (2019). Boat noise affects the early life history of two damselfishes. Marine Pollution Bulletin 141, 493–500.
Boat noise affects the early life history of two damselfishes.Crossref | GoogleScholarGoogle Scholar |

Fuentes, MMPB, Meletis, ZA, Wildermann, NE, and Ware, M (2021). Conservation interventions to reduce vessel strikes on sea turtles: a case study in Florida. Marine Policy 128, 104471.
Conservation interventions to reduce vessel strikes on sea turtles: a case study in Florida.Crossref | GoogleScholarGoogle Scholar |

Gassmann, M, Wiggins, SM, and Hildebrand, JA (2017). Deep-water measurements of container ship radiated noise signatures and directionality. The Journal of the Acoustical Society of America 142, 1563–1574.
Deep-water measurements of container ship radiated noise signatures and directionality.Crossref | GoogleScholarGoogle Scholar |

Gill, DA, Mascia, MB, Ahmadia, GN, Glew, L, Lester, SE, Barnes, M, Craigie, I, Darling, ES, Free, CM, Geldmann, J, Holst, S, Jensen, OP, White, AT, Basurto, X, Coad, L, Gates, RD, Guannel, G, Mumby, PJ, Thomas, H, Whitmee, S, Woodley, S, and Fox, HE (2017). Capacity shortfalls hinder the performance of marine protected areas globally. Nature 543, 665–669.
Capacity shortfalls hinder the performance of marine protected areas globally.Crossref | GoogleScholarGoogle Scholar |

Gomez, C, Lawson, JW, Wright, AJ, Buren, AD, Tollit, D, and Lesage, V (2016). A systematic review on the behavioural responses of wild marine mammals to noise: the disparity between science and policy. Canadian Journal of Zoology 94, 801–819.
A systematic review on the behavioural responses of wild marine mammals to noise: the disparity between science and policy.Crossref | GoogleScholarGoogle Scholar |

Grech, A, Bos, M, Brodie, J, Coles, R, Dale, A, Gilbert, R, Hamann, M, Marsh, H, Neil, K, Pressey, RL, Rasheed, MA, Sheaves, M, and Smith, A (2013). Guiding principles for the improved governance of port and shipping impacts in the Great Barrier Reef. Marine Pollution Bulletin 75, 8–20.
Guiding principles for the improved governance of port and shipping impacts in the Great Barrier Reef.Crossref | GoogleScholarGoogle Scholar |

Guzman, HM, Capella, JJ, Valladares, C, Gibbons, J, and Condit, R (2020). Humpback whale movements in a narrow and heavily used shipping passage, Chile. Marine Policy 118, 103990.
Humpback whale movements in a narrow and heavily used shipping passage, Chile.Crossref | GoogleScholarGoogle Scholar |

Harasti, D, Davis, TR, Jordan, A, Erskine, L, and Moltschaniwskyj, N (2019). Illegal recreational fishing causes a decline in a fishery targeted species (snapper: Chrysophrys auratus) within a remote no-take marine protected area. PLoS ONE 14, e0209926.
Illegal recreational fishing causes a decline in a fishery targeted species (snapper: Chrysophrys auratus) within a remote no-take marine protected area.Crossref | GoogleScholarGoogle Scholar |

Harcourt R, Marsh H, Slip D, Chilvers L, Noad M, Dunlop R (2014) Marine mammals, back from the brink? Contemporary conservation issues. In ‘Austral Ark: the state of wildlife in Australia and New Zealand’. (Eds A Stow, N Maclean, G Holwell) pp. 322–353. (Cambridge University Press)

Kelley, DE, Vlasic, JP, and Brillant, SW (2021). Assessing the lethality of ship strikes on whales using simple biophysical models. Marine Mammal Science 37, 251–267.
Assessing the lethality of ship strikes on whales using simple biophysical models.Crossref | GoogleScholarGoogle Scholar |

Laist, DW, Knowlton, AR, and Pendleton, D (2014). Effectiveness of mandatory vessel speed limits for protecting North Atlantic right whales. Endangered Species Research 23, 133–147.
Effectiveness of mandatory vessel speed limits for protecting North Atlantic right whales.Crossref | GoogleScholarGoogle Scholar |

Leaper, R (2019). The role of slower vessel speeds in reducing greenhouse gas emissions, underwater noise and collision risk to whales. Frontiers in Marine Science 6, 505.
The role of slower vessel speeds in reducing greenhouse gas emissions, underwater noise and collision risk to whales.Crossref | GoogleScholarGoogle Scholar |

Liubartseva, S, De Dominicis, M, Oddo, P, Coppini, G, Pinardi, N, and Greggio, N (2015). Oil spill hazard from dispersal of oil along shipping lanes in the Southern Adriatic and Northern Ionian Seas. Marine Pollution Bulletin 90, 259–272.
Oil spill hazard from dispersal of oil along shipping lanes in the Southern Adriatic and Northern Ionian Seas.Crossref | GoogleScholarGoogle Scholar |

Malcolm, HA, Williams, J, Schultz, AL, Neilson, J, Johnstone, N, Knott, NA, Harasti, D, Coleman, MA, and Jordan, A (2018). Targeted fishes are larger and more abundant in ‘no-take’ areas in a subtropical marine park. Estuarine, Coastal and Shelf Science 212, 118–127.
Targeted fishes are larger and more abundant in ‘no-take’ areas in a subtropical marine park.Crossref | GoogleScholarGoogle Scholar |

Maloni, M, Paul, JA, and Gligor, DM (2013). Slow steaming impacts on ocean carriers and shippers. Maritime Economics & Logistics 15, 151–171.
Slow steaming impacts on ocean carriers and shippers.Crossref | GoogleScholarGoogle Scholar |

Martin, MJ, Halliday, WD, Storrie, L, Citta, JJ, Dawson, J, Hussey, NE, Juanes, F, Loseto, LL, MacPhee, SA, Moore, L, Nicoll, A, O’Corry-Crowe, G, and Insley, SJ (2022). Exposure and behavioral responses of tagged beluga whales (Delphinapterus leucas) to ships in the Pacific Arctic. Marine Mammal Science , .
Exposure and behavioral responses of tagged beluga whales (Delphinapterus leucas) to ships in the Pacific Arctic.Crossref | GoogleScholarGoogle Scholar |

McCormick, MI, Allan, BJM, Harding, H, and Simpson, SD (2018). Boat noise impacts risk assessment in a coral reef fish but effects depend on engine type. Scientific Reports 8, 3847.
Boat noise impacts risk assessment in a coral reef fish but effects depend on engine type.Crossref | GoogleScholarGoogle Scholar |

McKenna, MF, Wiggins, SM, and Hildebrand, JA (2013). Relationship between container ship underwater noise levels and ship design, operational and oceanographic conditions. Scientific Reports 3, 1760.
Relationship between container ship underwater noise levels and ship design, operational and oceanographic conditions.Crossref | GoogleScholarGoogle Scholar |

McKenna, MF, Calambokidis, J, Oleson, EM, Laist, DW, and Goldbogen, JA (2015). Simultaneous tracking of blue whales and large ships demonstrates limited behavioral responses for avoiding collision. Endangered Species Research 27, 219–232.
Simultaneous tracking of blue whales and large ships demonstrates limited behavioral responses for avoiding collision.Crossref | GoogleScholarGoogle Scholar |

Meyer-Gutbrod, EL, and Greene, CH (2018). Uncertain recovery of the North Atlantic right whale in a changing ocean. Global Change Biology 24, 455–464.
Uncertain recovery of the North Atlantic right whale in a changing ocean.Crossref | GoogleScholarGoogle Scholar |

Negri, A, and Marshall, P (2009). TBT contamination of remote marine environments: ship groundings and ice-breakers as sources of organotins in the Great Barrier Reef and Antarctica. Journal of Environmental Management 90, S31–S40.
TBT contamination of remote marine environments: ship groundings and ice-breakers as sources of organotins in the Great Barrier Reef and Antarctica.Crossref | GoogleScholarGoogle Scholar |

Norman, BM, Reynolds, S, and Morgan, DL (2016). Does the whale shark aggregate along the Western Australian coastline beyond Ningaloo Reef? Pacific Conservation Biology 22, 72–80.
Does the whale shark aggregate along the Western Australian coastline beyond Ningaloo Reef?Crossref | GoogleScholarGoogle Scholar |

Notteboom, T, Pallis, T, and Rodrigue, J-P (2021). Disruptions and resilience in global container shipping and ports: the COVID-19 pandemic versus the 2008–2009 financial crisis. Maritime Economics & Logistics 23, 179–210.
Disruptions and resilience in global container shipping and ports: the COVID-19 pandemic versus the 2008–2009 financial crisis.Crossref | GoogleScholarGoogle Scholar |

Park, J, Lee, J, Seto, K, Hochberg, T, Wong, BA, Miller, NA, Takasaki, K, Kubota, H, Oozeki, Y, Doshi, S, Midzik, M, Hanich, Q, Sullivan, B, Woods, P, and Kroodsma, DA (2020). Illuminating dark fishing fleets in North Korea. Science Advances 6, eabb1197.
Illuminating dark fishing fleets in North Korea.Crossref | GoogleScholarGoogle Scholar |

Peel, D, Smith, JN, and Childerhouse, S (2018). Vessel strike of whales in Australia: the challenges of analysis of historical incident data. Frontiers in Marine Science 5, 69.
Vessel strike of whales in Australia: the challenges of analysis of historical incident data.Crossref | GoogleScholarGoogle Scholar |

Pine, MK, Hannay, DE, Insley, SJ, Halliday, WD, and Juanes, F (2018). Assessing vessel slowdown for reducing auditory masking for marine mammals and fish of the Western Canadian Arctic. Marine Pollution Bulletin 135, 290–302.
Assessing vessel slowdown for reducing auditory masking for marine mammals and fish of the Western Canadian Arctic.Crossref | GoogleScholarGoogle Scholar |

Pirotta, V, Slip, D, Jonsen, ID, Peddemors, VM, Cato, DH, Ross, G, and Harcourt, R (2016). Migrating humpback whales show no detectable response to whale alarms off Sydney, Australia. Endangered Species Research 29, 201–209.
Migrating humpback whales show no detectable response to whale alarms off Sydney, Australia.Crossref | GoogleScholarGoogle Scholar |

Pirotta, V, Grech, A, Jonsen, ID, Laurance, WF, and Harcourt, RG (2019). Consequences of global shipping traffic for marine giants. Frontiers in Ecology and the Environment 17, 39–47.
Consequences of global shipping traffic for marine giants.Crossref | GoogleScholarGoogle Scholar |

Putland, RL, Merchant, ND, Farcas, A, and Radford, CA (2018). Vessel noise cuts down communication space for vocalizing fish and marine mammals. Global Change Biology 24, 1708–1721.
Vessel noise cuts down communication space for vocalizing fish and marine mammals.Crossref | GoogleScholarGoogle Scholar |

Queiroz, N, Humphries, NE, Couto, A, Vedor, M, da Costa, I, Sequeira, AMM, Mucientes, G, Santos, AM, Abascal, FJ, Abercrombie, DL, et al. (2019). Global spatial risk assessment of sharks under the footprint of fisheries. Nature 572, 461–466.
Global spatial risk assessment of sharks under the footprint of fisheries.Crossref | GoogleScholarGoogle Scholar |

Reynolds, SD, Norman, BM, Beger, M, Franklin, CE, and Dwyer, RG (2017). Movement, distribution and marine reserve use by an endangered migratory giant. Diversity and Distributions 23, 1268–1279.
Movement, distribution and marine reserve use by an endangered migratory giant.Crossref | GoogleScholarGoogle Scholar |

Rolland, RM, Parks, SE, Hunt, KE, Castellote, M, Corkeron, PJ, Nowacek, DP, Wasser, SK, and Kraus, SD (2012). Evidence that ship noise increases stress in right whales. Proceedings of the Royal Society of London – B. Biological Sciences 279, 2363–2368.
Evidence that ship noise increases stress in right whales.Crossref | GoogleScholarGoogle Scholar |

Russ, GR, Alcala, AC, and Maypa, AP (2003). Spillover from marine reserves: the case of Naso vlamingii at Apo Island, the Philippines. Marine Ecology Progress Series 264, 15–20.
Spillover from marine reserves: the case of Naso vlamingii at Apo Island, the Philippines.Crossref | GoogleScholarGoogle Scholar |

Schoeman, RP, Patterson-Abrolat, C, and Plön, S (2020). A global review of vessel collisions with marine animals. Frontiers in Marine Science 7, 292.
A global review of vessel collisions with marine animals.Crossref | GoogleScholarGoogle Scholar |

Sequeira, AMM, Heupel, MR, Lea, M-A, Eguíluz, VM, Duarte, CM, Meekan, MG, Thums, M, Calich, HJ, Carmichael, RH, Costa, DP, Ferreira, LC, Fernandéz-Gracia, J, Harcourt, R, Harrison, A-L, Jonsen, I, McMahon, CR, Sims, DW, Wilson, RP, and Hays, GC (2019). The importance of sample size in marine megafauna tagging studies. Ecological Applications 29, e01947.
The importance of sample size in marine megafauna tagging studies.Crossref | GoogleScholarGoogle Scholar |

Smith, JN, Grantham, HS, Gales, N, Double, MC, Noad, MJ, and Paton, D (2012). Identification of humpback whale breeding and calving habitat in the Great Barrier Reef. Marine Ecology Progress Series 447, 259–272.
Identification of humpback whale breeding and calving habitat in the Great Barrier Reef.Crossref | GoogleScholarGoogle Scholar |

Speed, CW, Meekan, MG, Rowat, D, Pierce, SJ, Marshall, AD, and Bradshaw, CJA (2008). Scarring patterns and relative mortality rates of Indian Ocean whale sharks. Journal of Fish Biology 72, 1488–1503.
Scarring patterns and relative mortality rates of Indian Ocean whale sharks.Crossref | GoogleScholarGoogle Scholar |

Tennessen, JB, and Parks, SE (2016). Acoustic propagation modeling indicates vocal compensation in noise improves communication range for North Atlantic right whales. Endangered Species Research 30, 225–237.
Acoustic propagation modeling indicates vocal compensation in noise improves communication range for North Atlantic right whales.Crossref | GoogleScholarGoogle Scholar |

Tsujii, K, Akamatsu, T, Okamoto, R, Mori, K, Mitani, Y, and Umeda, N (2018). Change in singing behavior of humpback whales caused by shipping noise. PLoS ONE 13, e0204112.
Change in singing behavior of humpback whales caused by shipping noise.Crossref | GoogleScholarGoogle Scholar |

van der Hoop, JM, Vanderlaan, ASM, Cole, TVN, Henry, AG, Hall, L, Mase-Guthrie, B, Wimmer, T, and Moore, MJ (2015). Vessel strikes to large whales before and after the 2008 ship strike rule. Conservation Letters 8, 24–32.
Vessel strikes to large whales before and after the 2008 ship strike rule.Crossref | GoogleScholarGoogle Scholar |

Wang, C, and Wang, J (2011). Spatial pattern of the global shipping network and its hub-and-spoke system. Research in Transportation Economics 32, 54–63.
Spatial pattern of the global shipping network and its hub-and-spoke system.Crossref | GoogleScholarGoogle Scholar |

Weinstein, BG, Double, M, Gales, N, Johnston, DW, and Friedlaender, AS (2017). Identifying overlap between humpback whale foraging grounds and the Antarctic krill fishery. Biological Conservation 210, 184–191.
Identifying overlap between humpback whale foraging grounds and the Antarctic krill fishery.Crossref | GoogleScholarGoogle Scholar |

Wilcock, WSD, Stafford, KM, Andrew, RK, and Odom, RI (2014). Sounds in the ocean at 1–100 Hz. Annual Review of Marine Science 6, 117–140.
Sounds in the ocean at 1–100 Hz.Crossref | GoogleScholarGoogle Scholar |

Womersley, FC, Humphries, NE, Queiroz, N, Vedor, M, da Costa, I, Furtado, M, Tyminski, JP, Abrantes, K, Araujo, G, Bach, SS, et al. (2022). Global collision-risk hotspots of marine traffic and the world’s largest fish, the whale shark. Proceedings of the National Academy of Sciences 119, e2117440119.
Global collision-risk hotspots of marine traffic and the world’s largest fish, the whale shark.Crossref | GoogleScholarGoogle Scholar |

Yurkowski, DJ, Semeniuk, CAD, Harwood, LA, Rosing-Asvid, A, Dietz, R, Brown, TM, Clackett, S, Grgicak-Mannion, A, Fisk, AT, and Ferguson, SH (2016). Influence of sea ice phenology on the movement ecology of ringed seals across their latitudinal range. Marine Ecology Progress Series 562, 237–250.
Influence of sea ice phenology on the movement ecology of ringed seals across their latitudinal range.Crossref | GoogleScholarGoogle Scholar |