Abstract
Vector-based risk assessment is a powerful and efficient management approach for nonindigenous species (NIS). By managing a vector, an entire assemblage of associated NIS is simultaneously considered. The majority of current risk assessment frameworks have been conducted for a single, or selected few, target species and thus are not useful for managing vectors transporting a large number of potentially unknown species. Here we develop a predictive framework to assess relative invasion risk for a vector (ballast water) transporting an unknown species assemblage, using the Canadian Arctic as a case study. Ballast water discharge is a known high-risk vector globally, but its magnitude in the Arctic has not been well characterized. Our framework determined relative invasion risks between different transit pathways by quantifying the probability of NIS successfully transiting all stages of the invasion process and the magnitude of consequences of introduction to those ports. Churchill, Manitoba was ranked at ‘higher’ invasion risk via ballast water discharged by international merchant vessels than any other recipient port studied. The overall pattern of ballast water discharge suggests that water originating from coastal domestic sources carried by international merchant vessels may be important for dispersal of NIS. In addition, ballast-mediated NIS are more likely to arrive to the Hudson Bay region during summer months. These results can be useful for developing prevention and early detection programs for the region. Our risk assessment framework is not limited to ballast water and could be applied to other vectors for effective management of NIS.
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References
Andersen MC, Adams H, Hope B, Powell M (2004) Risk assessment for invasive species. Risk Anal 24:787–793
Andow DA (2003) Pathways-based risk assessment of exotic species invasions. In: Ruiz GM, Carlton JT (eds) Invasive species: vectors and management strategies. Island Press, Washington, pp 439–455
Anger K (1991) Effects of temperature and salinity on the larval development of the Chinese mitten crab Eriocheir sinensis (Decapoda: Grapsidae). Mar Ecol Prog Ser 72:103–110
Angilletta MJ Jr (2009) Thermal adaptation: a theoretical and empirical synthesis. Oxford University Press, Oxford
Antonov JI, Locarnini RA, Boyer TP, Mishonov AV, Garcia HE (2006) World ocean atlas 2005, volume 2: salinity. In: Levitus S (ed) NOAA Atlas NESDIS 62. US Government Printing Office, Washington
Bailey SA, Velez-Espino LA, Johansson OE, Koops MA, Wiley CJ (2009) Estimating establishment probabilities of Cladocera introduced at low density: an evaluation of the proposed ballast water discharge standards. Can J Fish Aquat Sci 66:261–276
Bailey SA, Chan FC, Ellis SM, Bronnenhuber JE, Bradie JN, Simard N (2011) Risk assessment for ship-mediated introductions of aquatic nonindigenous species to the Great Lakes and freshwater St. Lawrence River. Canadian Science Advisory Secretariat Research Document 2011/104. Fisheries and Oceans Canada, Burlington
Barry SC, Hayes KR, Hewitt CL, Behrens HL, Dragsund E, Bakke SM (2008) Ballast water risk assessment: principles, processes, and methods. ICES J Mar Sci 65:121–131
Bartell S, Nair S (2003) Establishment risks for invasive species. Risk Anal 24:833–845
Briski E, Ghabooli S, Bailey SA, MacIsaac HJ (2012) Invasion risk posted by macroinvertebrates transported in ships’ ballast tanks. Biol Invas. doi:10.1007/s10530-012-0194-0
Browne RA, Wanigasekera G (2000) Combined effects of salinity and temperature on survival and reproduction of five species of Artemia. J Exp Mar Biol Ecol 244(1):29–44
Cheung WWL, Lam VWY, Sarmiento JL, Kearney K, Watson R, Pauly D (2009) Projecting global marine biodiversity impacts under climate change scenarios. Fish Fisheries 10:235–251
Chown SL, Hoffmann AA, Kristensen TN, Angilletta MJ Jr, Stenseth NC, Pertoldi C (2010) Adapting to climate change: a perspective from evolutionary physiology. Climate Res 43:3–15
Clarke C, Hilliard R, Junqueria A de OR, Neto A de CL, Polglaze J, Raaymakers S (2004) Ballast water risk assessment: Port of Sepetiba, Federal Republic of Brazil. GloBallast Monograph Series 14. International Maritime Organization, London
Claudi R, Ravishankar TJ (2006) Quantification of risks of alien species introductions associated with ballast water discharge in the Gulf of St. Lawrence. Biol Invasions 8:25–44
Colautti RI, Grigorovich IA, MacIsaac HJ (2006) Propagule pressure: a null model for biological invasions. Biol Invasions 8:1023–1037
Council Arctic (2009) Arctic marine shipping assessment. Arctic Council, Tromsø
Crawley MJ (1989) Chance and timing in biological invasions. In: Drake JA (ed) Biological invasions: a global perspective. Wiley, New York, pp 407–423
Cressey D (2007) Arctic melt opens northwest passage. Nature 449:267
David M, Perkovič M, Suban V, Gollasch S (2012) A generic ballast water discharge assessment model as a decision supporting tool in ballast water management. Decis Support Syst 53:175–185
de Rivera CE, Steves BP, Fofonoff PW, Hines AH, Ruiz GM (2011) Potential for high-latitude marine invasions along western North America. Divers Distrib 17:1198–1209
DiBacco C, Humphrey DB, Nasmith LE, Levings CD (2011) Ballast water transport of non-indigenous zooplankton to Canadian ports. ICES J Mar Sci. doi:10.1093/icesjms/fsr133
Drake JM, Lodge DM (2004) Global hot spots of biological invasions: evaluating options for ballast-water management. Proc R Soc Lond B Bio Sci 271:575–580
Food and Agricultural Organization of the United Nations [FAO] (2009) FAO major fishing areas. http://www.fao.org/fishery/cwp/handbook/H/en. Assessed 1 Dec 2009
Gollasch S (2002) Hazard analysis of aquatic species invasions. In: Leppäkoski E, Gollasch S, Olenin S (eds) Invasive aquatic species of Europe: distribution, impacts and management. Kluwear, Netherlands, pp 447–455
Gollasch S (2006) Overview on introduced aquatic species in European navigational and adjacent waters. Helgol Mar Res 60:84–89
Gray DK, Johengen TH, Reid DF, MacIsaac HJ (2007) Efficacy of open-ocean ballast water exchange as a means of preventing invertebrate invasions between freshwater ports. Limnol Oceanogr 52:2386–2397
Hayes KR (2003) Biosecurity and the role of risk assessment. In: Ruiz GM, Carlton JT (eds) Invasive species: vectors and management strategies. Island Press, Washington, pp 382–414
Hellmann JJ, Byers JE, Bierwagen BG, Dukes JS (2008) Five potential consequences of climate change for invasive species. Conserv Biol 22:534–543
Herborg LM, Jerde CL, Lodge DM, Ruiz GM, MacIsaac HJ (2007) Predicting invasion risk using measures of introduction effort and environmental niche models. Ecol Appl 17:663–674
Hewitt CL, Hayes KR (2002) Risk assessment of marine biological invasions. In: Leppäkoski E, Gollasch S, Olenin S (eds) Invasive aquatic species of Europe: distribution, impacts and management. Kluwear, Netherlands, pp 456–466
Hilliard RW, Walker S, Raaymakers S (1997) Ballast water risk assessment—12 Queensland ports: Stage 5 report—executive summary and synthesis of stages 1–4. EcoPorts Monograph Series 14. Ports Corporation of Queensland, Brisbane
Hines AH, Ruiz GM (2000) Biological invasions of cold-water coastal ecosystems: ballast-mediated introductions in Port Valdez/Prince William Sound, Alaska. Smithsonian Environmental Research Centre, Edgewater
Howell SEL, Yackel JJ (2004) A vessel transit assessment of sea ice variability in the Western Arctic, 1969–2002: implications for ship navigation. Can J of Remote Sens 30:205–215
Hulme PE (2009) Trade, transport and trouble: managing invasive species pathways in an era of globalization. J Appl Ecol 46:10–18
Hulme PE, Bacher S, Kenis M, Klotz S, Kühn K, Minchin D, Nentwig W, Olenin S, Panov V, Pergl J, Pyšek P, Roques A, Sol D, Solarz W, Vilà M (2008) Grasping at the routes of biological invasions: a framework for integrating pathways into policy. J Appl Ecol 45:403–414
Keller RP, Drake JM, Drew MB, Lodge DM (2011) Linking environmental conditions and ship movements to estimate invasive species transport across the global shipping network. Divers Distrib 17:93–102
Khon VC, Mokhov II, Latif M, Sememov VA, Park W (2010) Perspectives of northern sea route and northwest passage in the twenty-first century. Clim Change 100:757–768
Klein G, MacIntosh K, Kaczmarska I, Ehrman JM (2010) Diatom survivorship in ballast water during trans-Pacific crossings. Biol Invasions 12:1031–1044
Kolar CS, Lodge DM (2002) Ecological predictions and risk assessment for alien fishes in North America. Science 298:1233–1236
Lawrence DJ, Cordell JR (2010) Relative contributions of domestic and foreign sourced ballast water to propagule pressure in Puget Sound, Washington, USA. Biol Conserv 143:700–709
Lo VB, Levings CD, Chan KMA (2011) Quantifying potential propagule pressure of aquatic invasive species from the commercial shipping industry in Canada. Mar Pollut Bull 64:295–302
Locarnini RA, Mishonov AV, Antonov JI, Boyer TP, Garcia HE (2006) World ocean atlas 2005, volume 1: temperate. In: Levitus S (ed) NOAA atlas NESDIS 61. US Government Printing Office, Washington
Lockwood JL, Hoopes MF, Marchetti MP (2005) Transport vectors and pathways. In: Lockwood JL, Hoopes MF, Marchetti MP (eds) Invasion ecology. Blackwell, Malden, pp 18–37
Lockwood JL, Cassey P, Blackburn TM (2009) The more you introduce the more you get: the role of colonization pressure and propagule pressure in invasion ecology. Divers Distrib 15:904–910
McCalla RJ (1994) Sovereignty and shipping in the Canadian Arctic archipelago. In: McCalla RJ (ed) Water transportation in Canada. Formae Publishing Company Limited, Halifax, pp 194–223
McGee S, Piorkowski R, Ruiz G (2006) Analysis of recent vessel arrivals and ballast water discharge in Alaska: toward assessing ship-mediated invasion risk. Mar Pollut Bull 52:1634–1645
Molnar JL, Gamboa RL, Revenga C, Spalding MD (2008) Assessing the global threat of invasive species to marine biodiversity. Front Ecol Environ 6:485–492
National Research Council (2011) Assessing the relationship between propagule pressure and invasion risk in ballast water. The National Academies Press, Washington
Niimi AJ (2004) Environmental and economic factors can increase the risk of exotic species introductions to the arctic region through increased ballast water discharge. Environ Manage 33:712–718
Niimi AJ (2007) Current and future prospects for vessel related introductions of exotic species to the Arctic region. Canadian technical report of fisheries and aquatic sciences 2720. Fisheries and Oceans Canada, Burlington
Orr R (2003) Generic nonindigenous aquatic organisms risk analysis review process. In: Ruiz GM, Carlton JT (eds) Invasive species: vectors and management strategies. Island Press, Washington, pp 415–438
Parker IM, Simberloff D, Lonsdale WM, Goodell K, Wonham M, Kareiva PM, Williamson MH, Von Holle B, Moyle PB, Byers JE, Goldwasser L (1999) Impact: toward a framework for understanding the ecological effects of invaders. Biol Invasions 1:3–19
Pheloung PC, Williams PA, Halloy SR (1999) A weed risk assessment model for use as a biosecurity tool evaluating plant introductions. J Environ Manage 57:239–251
Reid PC, Johns DG, Edwards M, Starr M, Poulin M, Snoeijs P (2007) A biological consequence of reducing Arctic ice cover: arrival of the Pacific diatom Neodenticula seminae in the North Atlantic for the first time in 800,000 years. Glob Change Biol 13:1910–1921
Reusser D (2010) Biogeography of nonindigenous species: from description to prediction. Dissertation, Oregon State University
Ricciardi A (2001) Facilitative interactions among aquatic invaders: is an “invasional meltdown” occurring in the Great Lakes? Can J Fish Aquat Sci 58:2513–2525
Ricciardi A (2006) Patterns of invasion in the Laurentian Great Lakes in relation to changes in vector activity. Divers Distrib 12:425–433
Rooney RC, Paterson MJ (2009) Ecosystem effects of Rainbow Smelt (Osmerus mordax) invasions in inland lakes: a literature review. Canadian technical report of fisheries and aquatic sciences 2845. Fisheries and Oceans Canada, Winnipeg
Ruiz GM, Carlton JT (2003) Invasion vector: a conceptual framework for management. In: Ruiz GM, Carlton JT (eds) Invasive species: vectors and management strategies. Island Press, Washington, pp 459–504
Ruiz GM, Hewitt CL (2009) Latitudinal patterns of biological invasions in marine ecosystems: a polar perspective. In: Krupnik I, Lang MA, Miller SE (eds) Smithsonian at the poles: contributions to international polar year science. Smithsonian Institute Press, Washington, pp 347–358
Ruiz GM, Smith G (2005) Biological study of container ships arriving to the Port of Oakland. http://www.serc.si.edu/labs/marine_invasions/publications/PortOakfinalrep.pdf. Accessed 1 December 2009
Rup MP, Bailey SA, Wiley CJ, Minton MS, Miller AW, Ruiz GM, MacIsaac HJ (2010) Domestic ballast operations on the Great Lakes: potential importance of Lakers as a vector for introduction and spread of nonindigenous species. Can J Fish Aquat Sci 67:256–268
Sakai AK, Allendorf FW, Holt JS, Lodge DM, Molofsky J, With KA, Baughman S, Cabin RJ, Cohen JE, Ellstrand NC, McCauley DE, O’Neil P, Parker IM, Thompson JN, Weller SG (2001) The population biology of invasive species. Annu Rev Ecol Syst 32:305–332
Seiden JM, Way CJ, Rivkin RB (2011) Bacterial dynamics in ballast water during trans-oceanic voyages of bulk carriers: environmental controls. Mar Ecol Prog Ser 436:145–159
Simard N, Hardy M (2004) The Laurentian Channel as an alternative ballast water exchange zone: risks, analysis and recommendations. Canadian science advisory secretariat research document 2004/120. Fisheries and Oceans Canada, Mont-Joli
Simkanin C, Davidson I, Falkner M, Sytsma M, Ruiz G (2009) Intra-coastal ballast water flux and the potential for secondary spread of non-native species on the US West Coast. Mar Pollut Bull 58:366–374
Stone MAB, MacDiarmid SC, Pharo HJ (1997) Import health risk analysis: salmonids for human consumption. Ministry of Agriculture Regulatory Authority, New Zealand
Streftaris N, Zenetos A, Papathanassiou E (2005) Globalisation in marine ecosystems: the story of non-indigenous marine species across European seas. Oceanogr Mar Biol Annu Rev 43:419–453
Therriault TW, Herborg LM (2007) Risk assessment for two solitary and three colonial tunicates in both Atlantic and Pacific Canadian Waters. Canadian science advisory secretariat research document 2007/063. Fisheries and Oceans Canada, Nanaimo
Verling E, Ruiz GM, Smith LD, Galil B, Miller AW, Murphy KR (2005) Supply-side invasion ecology: characterizing propagule pressure in coastal ecosystems. Proc R Soc Land B Biol Sci 272:1249–1257
Vermeij GJ, Roopnarine PD (2008) The coming Arctic invasion. Science 321:780–781
Wassmann P, Duarte CM, Agusti S, Sejr MK (2010) Footprints of climate change in the Arctic marine ecosystem. Glob Change Biol 17:1235–1249
Acknowledgments
We thank the Canadian Coast Guard, Transport Canada and Dr. R. Keller for access to data, and C. Gravel, S. Santavy and M. Deneau for assistance with data summary and analysis. Comments from Dr. Jeb Byers and two anonymous reviewers are greatly appreciated. We are grateful for funding from Transport Canada, Fisheries and Oceans Canada, the NSERC Canadian Aquatic Invasive Species Network (CAISN) and NSERC Discovery Grants to SAB and HJM, and NSERC CGSD2 and Ontario Graduate Scholarships to FTC.
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Chan, F.T., Bailey, S.A., Wiley, C.J. et al. Relative risk assessment for ballast-mediated invasions at Canadian Arctic ports. Biol Invasions 15, 295–308 (2013). https://doi.org/10.1007/s10530-012-0284-z
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DOI: https://doi.org/10.1007/s10530-012-0284-z