Abstract
Anthropogenic climate change is affecting the environment of all oceans, modifying ocean circulation, temperature, chemistry and productivity. While evidence for changes in physical signals is often distinct, impacts on fishes inhabiting oceanic systems are not easily identified, and therefore, quantification of responses is less common. Correctly attributing changes associated with a changing climate from other drivers is important for the implementation of effective harvest and management strategies and for addressing associated socio-economic impacts, particularly for countries highly dependent on oceanic resources. Data supporting investigation of responses of oceanic species to climate impacts include fisheries catch, fisheries-independent surveys, and conventional and electronic tagging data. However, there are a number of challenges associated with detecting climatic responses with these data, including (i) data collection costs (ii) small sample sizes (iii) limited time series relative to temporal scales at which environmental variability occurs, (iv) changing fisher and fisheries behavior due to non-climate drivers and (v) changes in population dynamics due to natural climate variability and non-climate drivers. We highlight potential biases and suggest strategies that should be considered when using oceanic fish and fisheries data in the evaluation of climate change impacts. Consideration of these factors is important when assessing variability in exploited species and designing management responses to climate or fisheries threats.
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Bayliff WH, Ishizuka I, Deriso RB (1991) Growth, movement and attrition of northern bluefin tuna, Thunnus thynnus, in the Pacific Ocean, as determined by tagging. Inter-Am Trop Tuna Comm Bull 20:1–94
Bell JD, Adams TJH, Johnson JE, Hobday AJ, Sen Gupta A (2011) Pacific communities, fisheries, aquaculture and climate change: an introduction. In: Bell JD, Johnson JE, Hobday AJ (eds) Vulnerability of Tropical Pacific fisheries and aquaculture to climate change. Secretariat of the Pacific Community, Noumea, pp 1–47
Bell JD, Reid C, Batty MJ, Lehodey P, Rodwell L, Hobday AJ, Johnson JE, Demmke A (2012) Effects of climate change on oceanic fisheries in the tropical Pacific: implications for economic development and food security. Clim Chang. doi:10.1007/s10584-012-0606-2
Bigelow K, Musyl MK, Poisson F, Kleiber P (2006) Pelagic longline gear depth and shoaling. Fish Res 77:173–183
Block BA, Jonsen ID, Jorgensen SJ, Winship AJ, Shaffer SA et al (2011) Tracking apex marine predator movements in a dynamic ocean. Nature 475:86–90
Brander K (2010) Impacts of climate change on fisheries. J Mar Syst 79:389–402
Brander K, Bruno JF, Hobday AJ, Schoeman DS (2011) The value of attribution. Nat Clim Change 1:70–71
Brill RW (1994) A review of temperature and oxygen tolerance studies of tunas pertinent to fisheries oceanography, movement models and stock assessments. Fish Oceanogr 3:204–216
Brill RW, Lutcavage ME (2001) Understanding environmental influences on movements and depth distributions of tunas and billfishes can significantly improve population assessments. In: Sedberry GR (ed) Island in the stream: oceanography and fisheries of the Charleston Bump. American Fisheries Society, Bethesda, Maryland, pp 179–198, Symposium Volume 25
Brown CA (2003) Standardised catch rates of bluefin tuna, Thunnus thynnus, from the rod and real/handline fishery off the northeast United States during 1980–2001. Col Vol Sci Pap ICCAT 55:1080–1114
Casey JG, Kohler NE (1992) Tagging studies on the shortfin mako shark (Isurus oxyrinchus) in the western North Atlantic. Aust J Mar Freshwat Res 43:45–60
CCSBT (2010) Report of the fifteenth meeting of the Scientific Committee, 11 September 2010, Narita, Japan. Available at: http://www.ccsbt.org/userfiles/file/docs_english/meetings/meeting_reports/ccsbt_17/report_of_SC15.pdf
Chapman EW, Jorgensen C, Lutcavage ME (2011) Atlantic bluefin tuna (Thunnus thynnus): a state dependent energy allocation model for growth, maturation, and reproductive investment. Can J Fish Aquat Sci 68:1934–1951
Churnside JH, Wilson JJ, Tatarskii VV (2001) Airborne lidar for fisheries applications. Opt Eng 40:406–414
Collins M, An S-I, Cai W, Ganachaud A, Guilyardi E et al (2010) The impact of global warming on the tropical Pacific Ocean and El Niño. Nat Geosci 3:391–397
Cowx IG (2008) Recreational fishing. In: Hart PJB, Reynolds JD (eds) Handbook of fish biology and fisheries, volume 2: fisheries. Blackwell Publishing, Oxford, pp 367–390
Dambacher JM, Young JW, Olson RJ, Allain V, Galván-Magaña F et al (2010) Analyzing pelagic food webs leading to top predators in the Pacific Ocean: a graph-theoretic approach. Prog Oceanogr 86:153–165
Dickinson JL, Zuckerberg B, Bonter DN (2010) Citizen science as an ecological research tool: challenges and benefits. Ann Rev Ecol Syst 41:149–172
Doney SC, Ruckelshaus M, Duffy JE, Barry JP, Chan F et al (2012) Climate change impacts on marine ecosystems. Annu Rev Mar Sci 4:11–37
Dufour F, Arrizabalaga H, Irigoien X, Santiago J (2010) Climate impacts on albacore and bluefin tunas migrations phenology and spatial distribution. Prog Oceanogr 86:283–290
Dulvy NK, Rogers SI, Jennings S, Stelzenmuller V, Dye SR, Skjoldal HR (2008) Climate change and deepening of the North Sea fish assemblage: a biotic indicator of warming seas. J Anim Ecol 45:1029–1039
Evans K, Langley A, Clear NP, Williams P, Patterson T, Sibert J, Hampton J, Gunn JS (2008) Behavior and habitat preferences of bigeye tuna (Thunnus obesus) and their influence on longline fishery catches in the western Coral Sea. Can J Fish Aquat Sci 65:2427–2443
Fromentin J-M, Powers JE (2005) Atlantic bluefin tuna: population dynamics, ecology, fisheries and management. Fish Fish 6:281–306
Fulton EA (2010) Approaches to end to end ecosystem models. J Mar Syst 81:171–173
Gaertner D, Delgado de Molina A, Ariz J, Pianet R, Hallier JP (2008) Variability of the growth parameters of skipjack tuna (Katsuwonus pelamis) among areas in the eastern Atlantic: analysis from tagging data within a meta-analysis approach. Aquat Living Resour 21:349–356
Galuardi B, Royer F, Golet W, Logan J, Neilson J, Lutcavage M (2010) Complex migration routes of Atlantic bluefin tuna (Thunnus thynnus) question current population structure paradigm. Can J Fish Aquat Sci 67:966–976
Gerrodette T, Watters G, Perryman W, Balance L (2008) Estimates of 2006 dolphin abundance in the eastern tropical Pacific, with revised estimates from 1986 to 2003. NOAA Technical Memorandum NMFS-SWFSC No 422
Gillett R (2009) Fisheries in the economies of the Pacific island countries and territories. Asian Development Bank, Mandaluyong City
Goni N, Arregui I, Lezama A, Arrizabalaga H, Moreno G (2009) Small scale vertical behaviour of juvenile albacore in relation to their biotic environment in the Bay of Biscay. In: Nielsen J (ed) Tagging and tracking of marine animals with electronic devices, reviews: methods and technologies in fish biology and fisheries, vol 9. Springer, Netherlands, pp 51–76
Griffith GP, Fulton EA, Richardson AJ (2011) Effects of fishing and acidification-related benthic mortality on the southeast Australian marine ecosystem. Glob Chang Biol 17:3058–3074
Halpern BS, Walbridge S, Selkoe KA, Kappel CV, Micheli F et al (2008) A global map of human impact on marine ecosystems. Science 319:948–952
Haltuch MA, Punt AE (2011) The promises and pitfalls of including decadalscale climate forcing of recruitment in groundfish stock assessment. Can J Fish Aquat Sci 68:912–926
Hammerschlag N, Gallagher AJ, Lazarre DM, Slonim C (2011) Range extension of the endangered great hammerhead shark Sphyrna mokarran in the Northwest Atlantic: preliminary data and significance for conservation. End Species Res 13:111–116
Handegard NO, Huse G, Maury O, Stenseth NC (2011) Toward a global observation ad modelling system for studying the ecology of the open ocean using acoustics. J Acoust Soc Am 129:2700
Hartog J, Hobday AJ, Matear R, Feng M (2011) Habitat overlap of southern bluefin tuna and yellowfin tuna in the east coast longline fishery—implications for present and future spatial management. Deep Sea Res II 58:746–752
Hegerl GC, Zwiers FW, Braconnot P, Gillett NP, Luo Y et al (2007) Understanding and attributing climate change. In: Solomon S (ed) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, New York
Hobday AJ, Hartog JR, Timmis T, Fielding J (2010) Dynamic spatial zoning to manage southern Bluefin tuna capture in a multi-species longline fishery. Fish Oceanog 19:243–253
Hoffman JI, Trathan PN, Amos W (2006) Genetic tagging reveals extreme site fidelity in territorial male Antarctic fur seals, Arctocephalus gazella. Mol Ecol 15:3841–3847
Holbrook NJ, Brown JN, Davidson J, Feng M, Hobday AJ, et al (2012) El Niño-Southern Oscillation. In A Marine Climate Change Impacts and Adaptation Report Card for Australia 2012. Available at http://www.oceanclimatechange.org.au/content/index.php/2012/report_card_extended/category/el_nino-southern_oscillation
Hollowed AB, Curchitser E, Stock C, Zhang CI (2012) Trade-offs associated with different modeling approaches for assessment of fish and shellfish responses to climate change. Climatic Change. This volume
Hsieh C-H, Reiss CS, Hunter JR, Beddington JR, May RM, Sugihara G (2006) Fishing elevates variability in the abundance of exploited species. Nature 443:859–862
IPCC (2007) Summary for policymakers. In: Solomon S et al (eds) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 1–18
Juan-Jordá MJ, Mosqueira I, Cooper AB, Freire J, Dulvy NK (2011) Global population trajectories of tunas and their relatives. Proc Natl Acad Sci 108:20650–20655
Kloser RJ, Ryan TE, Young JW, Lewis ME (2009) Acoustic observations of micronekton fish on the scale of an ocean basin: potential and challenges. ICES J Mar Sci 66:998–1006
Last PR, White WT, Gledhill DC, Hobday AJ, Brown R, Edgar GJ, Pecl GT (2011) Long-term shifts in abundance and distribution of a temperate fish fauna: a response to climate change and fishing practices. Global Ecol Biogeogr 20:58–72
Lehodey P (2001) The pelagic ecosystem of the tropical Pacific Ocean: dynamic spatial modelling and biological consequences of ENSO. Prog Oceanogr 49:439–468
Lehodey P, Maury O (2010) CLimate Impacts on Oceanic TOp Predators (CLIOTOP): introduction to the special issue of the CLIOTOP international symposium, La Paz, Mexico, 3–7 December 2007. Prog Oceanogr 86:1–7
Lehodey P, Bertignac M, Hampton J, Lewis A, Picaut J (1997) El Niño Southern Oscillation and tuna in the western Pacific. Nature 389:715–718
Lehodey P, Murtugudde R, Senina I (2010) Bridging the gap from ocean models to population dynamics of large marine predators: a model of mid-trophic functional groups. Prog Oceanogr 84:69–84
Lehodey P, Senina I, Calmettes B, Hampton J, Nicol S (2012) Modelling the impact of climate change on Pacific skipjack tuna population and fisheries. Clim Chang. doi:10.1007/s10584-012-0595-1
Lucy J, Davy K (2000) Benefits of angler-assisted tag and release programs. Fisheries 25:18–23
Lutcavage M, Kraus S, Hoggard W (1997) Aerial survey of giant bluefin tuna, Thunnus thynnus, in the Great Bahama Bank, straits of Florida, 1995. Fish Bull 95:300–310
Maunder MN, Sibert JR, Fonteneau A, Hampton J, Kleiber P, Harley SJ (2006) Interpreting catch per unit effort data to assess the status of individual stocks and communities. ICES J Mar Sci 63:1373–1385
Maury O (2010) An overview of APECOSM, a spatialized mass balanced “Apex Predators ECOSystem Model” to study physiologically structured tuna population dynamics in their ecosystem. Prog Oceanogr 84:113–117
Myers RA, Worm B (2003) Rapid worldwide depletion of predatory fish communities. Nature 423:280–283
Neuheimer AB, Thresher RE, Lyle JM, Semmens JM (2011) Tolerance limit for fish growth exceeded by warming waters. Nat Clim Change. doi:10.1038/NCLIMATE1084
Nicol SJ, Allain V, Pilling GM, Polovina J, Coll M, Bell JD et al (2012) An ocean observation system for monitoring the affects of climate change on the ecology and sustainability of pelagic fisheries in the Pacific Ocean. Clim Chang. doi:10.1007/s10584-012-0598-y
Nilsson GE, Dixson DL, Domenici P, McCormick M, Sørensen C, Watson SA, Munday PL (2012) Near-future carbon dioxide levels alter fish behaviour by interfering with neurotransmitter function. Nat Clim Change 2:201–204
Nye JA, Link JS, Hare JA, Overholtz WJ (2009) Changing spatial distribution of fish stocks in relation to climate and population size on the Northeast United States continental shelf. Mar Ecol Prog Ser 393:111–129
Pettigas P (2001) Geostatistics in fisheries survey design and stock assessment: models, variances and applications. Fish Fish 2:231–249
Plagányi EE, Bell JD, Bustamante RH, Dambacher JM, Dennis D et al (2011) Modelling climate change effects on Australian and Pacific aquatic ecosystems: a review of analytical tools and management implications. Mar Freshwater Res 62:1132–1147
Polacheck T (2006) Tuna longline catch rates in the Indian Ocean: did industrial fishing result in a 90 % rapid decline in the abundance of large predatory species? Mar Pol 30:470–482
Polacheck T, Eveson JP, Laslett GM (2004) Increase in growth rates of southern bluefin tuna (Thunnus maccoyii) over four decades: 1960 to 2000. Can J Fish Aquat Sci 61:307–322
Polacheck T, Eveson JP, Laslett GM (2010) Classifying tagging experiments for commercial fisheries into three fundamental types based on design, data requirements and estimable population parameters. Fish Fish 11:133–148
Polovina JJ, Howell EA, Abecassis M (2008) Ocean’s least productive waters are expanding. Geophys Res Lett 35:L03618
Prince ED, Luo J, Goodyear CP, Hoolihan JP, Snodgrass D et al (2010) Ocean scale hypoxia-based habitat compression of Atlantic istiophorid billfishes. Fish Oceanog 19:448–462
Raven J, Caldeira K, Elderfield H, Hoegh-Guldberg O, Liss P et al (2005) Ocean acidification due to increasing atmospheric carbon dioxide. The Royal Society, London
Ravier C, Fromentin J-M (2004) Are the long-term fluctuations in Atlantic bluefin tuna (Thunnus thynnus) population related to environmental changes? Fish Oceanogr 13:145–160
Shin YJ, Cury P (2001) Exploring fish community dynamics through size-dependent trophic interactions using a spatialized individual based model. Aquat Living Resour 14:65–80
Stokesbury MJW, Neilson JD, Susko E, Cooke SJ (2011) Estimating mortality of Atlantic bluefin tuna (Thunnus thynnus) in an experimental recreational catch-and-release fishery. Biol Conserv 144:2684–2691
Stramma L, Prince ED, Schmidtko S, Luo J, Hoolihan JP et al (2011) Expansion of oxygen minimum zones may reduce available habitat for tropical pelagic fishes. Nat Clim Change 2:33–37
Sumaila UR, Cheung WWL, Lam VWY, Pauly D, Herrick S (2011) Climate change impacts on the biophysics and economics of world fisheries. Nat Clim Change 1:449–456
Thresher R, Koslow JA, Morison AK, Smith DC (2007) Depth-mediated reversal of the effects of climate change on long-term growth rates of exploited marine fish. Proc Natl Acad Sci 104:7461–7465
Tyre AJ, Tenhumberg B, Field SA, Niejalke D, Paris K, Possingham HP (2003) Improving precision and reducing bias in biological surveys by estimating false negative error rates in presence-absence data. Ecol Appl 13:1790–1801
Watters GM, Olson RJ, Francis RC, Fiedler PC, Polovina JJ et al (2003) Physical forcing and the dynamics of the pelagic ecosystem in the eastern tropical Pacific: simulations with ENSO-scale and global-warming climate drivers. Can J Fish Aquat Sci 60:1161–1175
Webb LB, Whetton PH, Bhend J, Darbyshire R, Briggs PR, Barlow EWR (2012) Earlier wine-grape ripening driven by climatic warming and drying and management practices. Nat Clim Change 2:259–264
Acknowledgements
We are grateful to Jock Young for valuable comments on earlier drafts of this manuscript and the insightful suggestions of three anonymous reviewers and the editor Jim Salinger. This research was conducted as part of the CLIOTOP program.
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This article is part of the Special Issue on "Climate and Oceanic Fisheries" with Guest Editor James Salinger.
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Hobday, A.J., Evans, K. Detecting climate impacts with oceanic fish and fisheries data. Climatic Change 119, 49–62 (2013). https://doi.org/10.1007/s10584-013-0716-5
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DOI: https://doi.org/10.1007/s10584-013-0716-5