When 1+1 can be >2: Uncertainties compound when simulating climate, fisheries and marine ecosystems

Deep-Sea Research Part II: Topical Studies in Oceanography

Volumn 113, Issue , 2015, Pages 312-322

  Evans, Karen ^a   Brown, Jaclyn N ^a   Sen Gupta, Alex ^b   Nicol, Simon J ^c   Hoyle, Simon ^c,e   Matear, Richard ^a   Arrizabalaga, Haritz ^d  

^a CSIRO   (Australia)

^b UNIVERSITY OF NEW SOUTH WALES   (Australia)

^c SECRETARIAT OF THE PACIFIC COMMUNITY   (New Caledonia)

^d MARINE RESEARCH DIVISION   (Spain)

^e NONE   (New Zealand)

Author keywords

Climate; Earth system model; Ecosystem model; Fisheries; Model uncertainty

Indexed keywords

CLIMATE MODELS; EARTH (PLANET); ECONOMICS; ECOSYSTEMS; FISHERIES; GREENHOUSE GASES; MARINE BIOLOGY; RESEARCH AND DEVELOPMENT MANAGEMENT;

CLIMATE; EARTH SYSTEM MODEL; ECOSYSTEM MODEL; INTEGRATIVE FRAMEWORK; INTRINSIC DIFFERENCES; MODEL UNCERTAINTIES; MULTI-DISCIPLINARY APPROACH; SOCIO-ECONOMIC MODEL;

UNCERTAINTY ANALYSIS;

EID: 84924328974     PISSN: 09670645     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dsr2.2014.04.006     Document Type: Article

References (98)

1. Allain V., Fernandez E., Hoyle S.D., Caillot S., Jurado-Molina J., Andréfouët S., Nicol S. Interaction between coastal and oceanic ecosystems of the western and central Pacific Ocean through predator-prey relationship studies. Plos One 2012, 7:e36701.
2. Arrizabalaga H., Dufour F., Kell L., Merino G., Ibaibarriga L., Chust G., Irigoien X., Satiago J., Murua H., Fraile I., Chifflet M., Goikoetxea N., Sagarminaga Y., Aumont O., Bopp L., Herrera M., Fromentin J.M., Bonhomeasu S. Global habitat preferences of principal market tunas. Deep Sea Res. II 2015, 113:102-112. 10.1016/j.dsr2.2014.07.001.
3. Bakun A. Fronts and eddies as key structures in the habitat of marine fish larvae: opportunity, adaptive response and competitive advantage. Sci. Mar. 2006, 70:105-122.
4. Baretta J.W., Ebenhöh W., Ruardij P. The European regional seas ecosystem model, a complex marine ecosystem model. Neth. J. Sea Res. 1995, 33:233-246.
5. Bell J.D., Ganachaud A., Gehrke P.C., Griffiths S.P., Hobday A.J., Hoegh-Guldberg O., Johnson J.E., Le Borgne R., Lehodey P., Lough J.M., Matear R., Pickering T.D., Pratchett M.S., Sen Gupta A., Senina I., Waycott M. Mixed responses of tropical Pacific fisheries and aquaculture to climate change. Nat. Clim. Change 2013, 3:591-599.
6. Benoît E., Rochet M. A continuous model of biomass size spectra governed by predation and the effects of fishing on them. J. Theor. Biol. 2004, 226:9-21.
7. Besbeas P., Freeman S.N., Morgan B.J.T., Catchpole E.A. Integrating mark-recapture and census data to estimate animal abundance and demographic parameters. Biometrics 2002, 58:540-547.
8. Bishop J., Venables W.N., Wang Y.-G. Analysing commercial catch and effort data from a Penaeid trawl fishery. A comparison of linear models, mixed models and generalised estimating equations approaches. Fish. Res. 2004, 70:179-193.
9. Block B.A., Jonsen I.D., Jorgensen S.J., Winship A.J., Shaffer S.A., Bograd S.J., Hazen E.L., Foley D.G., Breed G.A., Harrison A.-L., Ganong J.E., Swithenbank A., Castleton M., Dewar H., Mate B.R., Shillinger G.L., Schaefer K.M., Benson S.R., Weise M.J., Henry R.W., Costa D.P. Tracking apex marine predator movements in a dynamic ocean. Nature 2011, 475:86-90.
10. Bopp L., Resplandy L., Orr J.C., Doney S.C., Dunne J.P., Gehlen M., Halloran P., Heinze C., Ilyina T., Séférian R., Tjiputra J., Vichi M. Multiple stressors of ocean ecosystems in the 21st century: projections with CMIP5 models. Biogeosciences 2013, 10:6225-6245.
11. Branch T.A., Hilborn R., Haynie A.C., Fay G., Flynn L., Griffiths J., Marshall K.N., Randall J.K., Scheuerell J.N., Ward E.J., Young M. Fleet dynamics and fishermen behavior: lessons for fisheries managers. Can. J. Fish. Aquat. Sci. 2006, 63:1647-1668.
12. Brasseur P., Gruber N., Barciela R., Brander K., Doron M., Moussaoui A.E., Hobday A.J., Huret M., Kremeur A.-S., Lehodey P., Matear R., Moulin C., Murtugudde R., Senina I., Svendsen E. Integrating biogeochemistry and ecology into ocean data assimilation systems. Oceanography 2009, 22:206-215.
13. Brown J.N., Brown J.R., Langlais C., Colman R., Risbey J.S., Murphy B.F., Moise A., Sen Gupta A., Smith I., Wilson L., Narsey S., Grose M., Wheeler M.C. Exploring qualitative regional climate projections: a case study for Nauru. Clim. Res. 2013, 58:165-182.
14. Brown J., Sen Gupta A., Brown J., Muir L., Risbey J., Whetton P., Zhang X., Ganachaud A., Murphy B., Wijffels S. Implications of CMIP3 model biases and uncertainties for climate projections in the western tropical Pacific. Clim. Change 2013, 119:147-161.
15. Bruno M., Chioua J., Romero J., Vázquez A., Macías D., Dastis C., Ramírez-Romero E., Echevarria F., García C.M. The importance of sub-mesoscale processes for the exchange of properties through the Strait of Gibraltar. Prog. Oceanogr. 2013, 116:66-79.
16. Charrassin J.-B., Hindell M., Rintoul S.R., Roquet F., Sokolov S., Biuw M., Costa D., Boehme L., Lovell P., Coleman R., Timmernamm R., Meijers A., Meredith M., Park Y.-H., Bailleul F., Goebel M., Tremblay Y., Bost C.-A., McMahon C.R., Field I.C., Fedak M.A., Guinet C. Southern Ocean frontal structure and sea-ice formation rates revealed by elephant seals. Proc. Natl. Acad. Sci. 2008, 105:11634-11639.
17. Christensen V., Walters C. Ecopath with Ecosim: methods, capabilities and limitations. Ecol. Model. 2004, 172:109-139.
18. Claustre, H., Antoine, D., Boehme, L., Boss, E., D'Ortenzio, F., D'Andon, O.F., Guinet, C., Gruber, N., Handegard, N.O., Hood, M., Johnson, K., Körtzinger, A., Lampitt, R., Le Traon, P.-Y., Le Quéré, C., Lewis, M., Perry, M.-J., Platt, T., Roemmich, D., Sathyendranath, S., Send, U., Testor, P., Yoder, J., 2010. Guidelines towards am integrated ocean observation system for ecosystems and biogeochemical cycles. In: Hall, J., Harrison, D.E., Stammer, D. (Eds.), Proceedings of OceanObs'09: Sustained Ocean Observations and Information for Society, vol. 1. 21-25 September 2009, ESA Publication WPP-306, Venice, Italy. doi: 10.5270/OceanObs09.pp.14.
19. Criddle K.R. Adaptation and maladaptation-factors that influence the resilience of four Alaskan fisheries governed by durable entitlements. ICES J. Mar. Sci. 2012, 69:1168-1179.
20. Dambacher J., Luh H.-K., Li H.W., Rossignol P.A. Qualitative stability and ambiguity in model ecosystems. Am. Nat. 2003, 161:876-888.
21. Davies, N., Bian, R., Kolody, D., Campbell, R., 2008. CASAL Stock Assessment for South-West-Central Pacific Broadbill Swordfish 1952-2007. Working Paper WCPFC-SC4-2008/SA-WP-7 Presented to the Western and Central Pacific Fisheries Commission Scientific Committee Fourth Regular Session. 11-22 August 2008, Port Moresby, Papua New Guinea, 81 pp. Available at:. http://www.wcpfc.int/meetings/4th-regular-session-scientific-committee.
22. Denman K.L., Gargett A.E. Biological-physical interactions in the upper ocean: the role of vertical and small scale transport processes. Annu. Rev. Fluid Mech. 1995, 27:225-256.
23. Dichmont C.M., Deng A., Punt A.E., Ellis N., Venables W.N., Kompas T., Ye Y., Zhou S., Bishop J. Beyond biological performance measure in management strategy evaluation: bringing in economics and the effects of trawling on the benthos. Fish. Res. 2008, 94:238-250.
24. Doney S.C., Kleypas J.A., Sarmiento J.L., Falkowski P.G. The US JGOFS synthesis and modeling project - an introduction. Deep Sea Res. II 2001, 49:1-20.
25. Doney S.C., Lindsay K., Moore J.K. Global ocean carbon cycle modeling. Ocean Biogeochemistry: A JGOFS Synthesis 2003, 217-238. Springer-Verlag, Berlin. M. Fasham, J. Field, T. Platt, B. Zeitschel (Eds.).
26. Evans K., Abascal F., Kolody D., Sippel T., Holdsworth J., Maru P. The horizontal and vertical dynamics of swordfish in the South Pacific Ocean. J. Exp. Mar. Biol. Ecol. 2014, 450:55-67.
27. FAO, 2008. Fisheries management. 2. The ecosystem approach to fisheries. 2.1. Best practices in ecosystem modelling for informing an ecosystem approach to fisheries. FAO Technical Guidelines for Responsible Fisheries 4, Suppl. 2, Add. 1. Fisheries and Agriculture Organisation, Rome, 78 pp.
28. Farley J.H., Davis T.L.O. Reproductive dynamics of southern bluefin tuna, Thunnus maccoyii. Fish. Bull. 1998, 96:223-236.
29. Farley J.H., Williams A.J., Hoyle S.D., Davies C.R., Nicol S.J. Reproductive dynamics and potential annual fecundity of South Pacific albacore tuna (Thunnus alalunga). Plos One 2013, 8:e60577.
30. Fedak M.A. Marine animals as platforms for oceanographic sampling: a "win/win" situation for biology and operational oceanography. Mem. Natl. Inst. Polar Res. 2004, 58:133-147.
31. Follows M.J., Dutkiewicz S., Grant S., Chisholm S.W. Emergent biogeography of microbial communities in a model ocean. Science 2007, 315:1843-1846.
32. Friedrichs M.A.M., Carr M.-E., Barber R.T., Scardi M., Antoine D., Armstrong R.A., Asanuma I., Behrenfeld M.J., Buitenhuis E.T., Chai F., Christian J.R., Ciotti A.M., Doney S.C., Dowell M., Dunne J., Gentili B., Gregg W., Hoepffner N., Ishizaka J., Kameda T., Lima I., Marra J., Mélin F., Moore J.K., Morel A., O'Malley R.T., O'Reilly J., Saba V.S., Schmeltz M., Smyth T.J., Tjiputra J., Waters K., Westberry A., Winguth A. Assessing the uncertainties of model estimates of primary productivity in the tropical Pacific Ocean. J. Mar. Syst. 2009, 76:113-133.
33. Fromentin J.M., Bonhommeau S., Arrizabalaga H., Kell L.T. The spectre of uncertainty in management of exploited fish stocks: the illustrative case of Atlantic bluefin tuna. Mar. Policy 2014, 47:8-14.
34. Fulton E.A. Approaches to end to end ecosystem models. J. Mar. Syst. 2010, 81:171-173.
35. Fulton E.A., Link J.S., Kaplan I.C., Savina-Rolland M., Johnson P., Ainsworth C., Horne P., Gorton R., Gamble R.J., Smith A.D.M., Smith D. Lessons in modelling and management of marine ecosystems: the Atlantic experience. Fish Fish. 2011, 12:171-188.
36. Fulton E.A., Smith A.D.M., Johnson C.R. Effect of complexity on marine ecosystem models. Mar. Ecol. Prog. Ser. 2003, 253:1-16.
37. Fulton E.A., Smith A.D.M., Johnson C.R. Effects of spatial resolution on the performance and interpretation of marine ecosystem models. Ecol. Model. 2004, 176:27-42.
38. Fulton, E.A., Smith, A.D.M., Smith, D.C., 2007. Alternative management Strategies for Southeast Australian Commonwealth Fisheries: Stage 2: Quantitative Management Strategy Evaluation. Report to the Australian Fisheries Management Authority and the Fisheries Research and Development Corporation. CSIRO, Hobart, 405 pp.
39. Ganachaud A., Sen Gupta A., Brown J.N., Evans K., Maes C., Muir L.C., Graham F.S. Projected changes in the tropical Pacific Ocean of importance to tuna fisheries. Clim. Change 2012, 119:163-179.
40. Gleckler P.J., Taylor K.E., Doutriaux C. Performance metrics for climate models. J. Geophys. Res. 2008, 113:D06104.
41. Gray, R., Fulton, E.A., Little, L.R., Scott, R., 2006. Operating Model Specification Within an Agent Based Framework. Northwest Shelf Joint Environmental Management Study Technical Report. CSIRO, Hobart, Tasmania, 127 pp.
42. Haerter J.O., Hagemann J.S., Mosely C., Piani C. Climate model bias correction and the role of timescales. Hydrol. Earth Syst. Sci. 2011, 15:1065-1079.
43. Hampton J. Estimates of tag-reporting and tag-shedding rates in a large-scale tuna tagging experiment in the western tropical Pacific Ocean. Fish. Bull. 1997, 95:68-79.
44. Hampton J. Natural mortality rates in tropical tuna: size really does matter. Can. J. Fish. Aquat. Sci. 2000, 57:1002-1010.
45. Hampton J., Fournier D.A. A spatially disaggregated, length-based, age-structured population model of yellowfin tuna (Thunnus albacares) in the western and central Pacific Ocean. Mar. Freshw. Res. 2001, 52:937-963.
46. Hampton J., Sibert J.R., Kleiber P., Maunder M.N., Harley S. Decline of Pacific tuna populations exaggerated?. Nature 2005, 434:E1-E2. 10.1038/nature03581.
47. Haynie A.C., Pfeiffer L. Why economics matters for understanding the effects of climate change on fisheries. ICES J. Mar. Sci. 2012, 69:1160-1167.
48. Hazen E.L., Jorgensen S., Rykaczewski R.R., Bograd S.J., Foley D.G., Jonsen I.D., Shaffer S.A., Dunne J.P., Costa D.P., Crowder L.B., Block B.A. Predicted habitat shifts of Pacific top predators in a changing climate. Nat. Clim. Change 2012, 3:234-238.
49. Hilborn R., Walters C.J. Quantitative Fisheries Stock Assessment: Choice, Dynamics and Uncertainty 1992, Kluwer Academic Publishers, Dordrecht.
50. Hill, K., Kelly-Gerreyn, B.A., Stuart Smith, R., Evans, K., Hayes, K., 2012. Gathering Information on Marine Climate Impacts. Marine Climate Change Impacts and Adaptation Report Card 2012. Available at:. http://www.oceanclimatechange.org.au.
51. Hobday A.J., Evans K. Detecting climate impacts with oceanic fish and fisheries data. Clim. Change 2013, 119:49-62.
52. Hobday A.J., Young J.W., Abe O., Costa D.P., Cowen R.K., Evans K., Gasalla M.A., Kloser R., Maury O., Weng K.C. Climate impacts and oceanic top predators: moving from impacts to adaptation in oceanic systems. Rev. Fish Biol. Fisheries 2013, 23:537-546.
53. Hollowed A.B., Bax N., Beamish R., Collie J., Fogarty M., Livingston P., Pope J., Rice J.C. Are multispecies models and improvement on single-species models for measuring fishing impacts on marine ecosystems?. ICES J. Mar. Sci. 2000, 57:707-719.
54. Inter-governmental Panel on Climate Change Climate change 2013: The physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change 2013, Cambridge University Press, Cambridge. T.F. Stocker, D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex, P.M. Midgley (Eds.).
55. Jin E.K., Iii J.L.K., Wang B., Park C.-K., Kang I.-S., Kirtman B.P., Kug J.-S., Kumar A., Luo J.-J., Schemm J., Shukla J., Yamagata T. Current status of ENSO prediction skill in coupled ocean-atmosphere models. Clim. Dyn. 2008, 31:647-664.
56. Joint I., Groom S.B. Estimation of phytoplankton production from space: current status and future potential of satellite remote sensing. J. Exp. Mar. Biol. Ecol. 2000, 250:233-255.
57. Karl D.M., Dore J.E., Lukas R., Michaels A.F., Bates N.R., Knap A. Building the long-term picture. Oceanography 2001, 14:6.
58. Key R.M., Kozyr A., Sabine C.L., Lee K., Wanninkhof R., Bullister J., Feely R.A., Millero F., Mordy C., Peng T.-H. A global ocean carbon climatology: results from GLODAP. Glob. Biogeochem. Cycles 2004, 18:GB4031.
59. Kloser R.J., Ryan T.E., Young J.W., Lewis M. Ocean-basin scale acoustic observations of micronekton fishes: potential and challenges. ICES J. Mar. Sci. 2009, 66:998-1006.
60. Kolody, D., Campbell, R., Davies, N., 2008. A Multifan-CL Stock Assessment of South-West Pacific Swordfish 1952-2007. Working Paper WCPFC-SC4-2008/SA-WP-6 Presented to the Western and Central Pacific Fisheries Commission Scientific Committee Fourth Regular Session. 11-22 August 2008, Port Moresby, Papua New Guinea, 90 pp. Available at:. http://www.wcpfc.int/meetings/4th-regular-session-scientific-committee.
61. Le Borgne R., Allain V., Griffiths S.P., Matear R.J., McKinnon A.D., Richardson A.J., Young J.W. Vulnerability of open ocean food webs in the tropical Pacific to climate change. Vulnerability of Tropical Pacific Fisheries and Aquaculture to Climate Change 2011, 189-249. Secretariat of the Pacific Community, Noumea. J.D. Bell, J.E. Johnson, A.J. Hobday (Eds.).
62. Lehodey P., Chai F., Hampton J. Modelling climate-related variability of tuna populations from a coupled ocean-biogeochemical-population dynamics model. Fish. Oceanogr. 2003, 12:483-494.
63. Lehodey P., Maury O. 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. 2010, 86:1-7.
64. Lehodey P., Murtugudde R., Senina I. Bridging the gap from ocean models to population dynamics of large marine predators: a model of mid-trophic functional groups. Prog. Oceanogr. 2010, 84:69-84.
65. Lehodey P., Senina I., Calmettes B., Hampton J., Nicol S. Modelling the impact of limate change on Pacific skipjack population and fisheries. Clim. Change 2013, 119:95-109.
66. Lehodey P., Senina I., Murtugudde R. A spatial ecosystem and populations dynamics model (SEAPODYM) - modeling of tuna and tuna-like populations. Prog. Oceanogr. 2008, 78:304-318.
67. Leroy B., Nicol S., Lewis A., Hampton J., Kolody D., Caillot S., Hoyle S. Lesson learned from implementing three, large-scale tuna tagging programmes in the western and central Pacific Ocean. Fish. Res. 2013, 10.1016/j.fishres.2013.09.001.
68. Little, L.R., Fulton, E.A., Gray, R., Hayes, D., Lyne, V., Scott, R., Sainsbury, K., McDonald, A.D., 2006. Multiple Use Management Strategy Evaluation for the North West Shelf: Results and Discussion. North West Shelf Joint Environmental Management Study Technical Report, vol. 18. CSIRO, Hobart.
69. Macías D., Rodríguez-Santana Á., Ramírez-Romero E., Bruno M., Pelegrí J.L., Sangrá P., Aguiar-González B., García C.M. Turbulence as a driver for vertical plankton distribution in the subsurface upper ocean. Sci. Mar. 2013, 77:541-549. 10.3989/scimar.03854.03A.
70. Matear R.J., Chamberlain M.A., Sun C., Feng M. Climate change projection of the Tasman Sea from an eddy-resolving ocean model. J. Geophys. Res.: Oceans 2013, 118:2961-2976.
71. Maunder M.N., Punt A.E. Standardising catch and effort data: a review of recent approaches. Fish. Res. 2004, 70:141-159.
72. Maunder M.N., Punt A.E. A review of integrated analysis in fisheries stock assessment. Fish. Res. 2013, 142:61-74.
73. Maunder M.N., Sibert J.R., Fonteneau A., Hampton J., Kleiber P., Harley S.J. Interpreting catch per unti effort data to assessw the status of individual stocks and communities. ICES J. Mar. Sci. 2006, 63:1373-1385.
74. Maury O. An overview of APECOSM, a spatialized mass balanced "Apex Predators ECOSystem Model" to study physiologically structured tuna population dynamics in their ecosystem. Prog. Oceanogr. 2010, 84:113-117.
75. Maury O., Faugeras B., Shin Y.-J., Poggaile J.-C., Ben Aria T., Marsac F. Modeling environmental effects on the size-structured energy flow through marine ecosystems. Part 1: the model. Prog. Oceanogr. 2007, 74:479-499.
76. McGregor S., Ramesh N., Spence P., England M.H., McPhaden M.J., Antoso A. Meridional movement of wind anomalies during ENSO events and their role in event termination. Geophys. Res. Lett. 2013, 40:1-6.
77. McPherson G.R. Reproductive biology of yellowfin tuna in the eastern Australian fishing zone, with special reference to the north-western Coral Sea. Aust. J. Mar. Freshw. Res. 1991, 42:465-477.
78. Metcalf S.J., Dambacher J.M., Hobday A.J., Lyle J.M. Importance of trophic information, simplification and aggregation error in ecosystem models. Mar. Ecol. Prog. Ser. 2008, 360:25-36.
79. Nicol S.J., Allain V., Pilling G.M., Polovina J., Coll M., Bell J., Dalzell P., Sharples P., Olsen R., Griffiths S., Dambacher J.M., Young J., Lewis A., Hampton J., Jurado Molina J., Hoyle S., Briand K., Bax N., Lehodey P., Williams P. An ocean observation system for monitoring the affects of climate change on the ecology and sustainability of pelagic fisheries in the Pacific Ocean. Clim. Change 2013, 119:131-145.
80. Oke P.R., Sakov P., Cahill M.L., Dunn J.R., Fiedler R., Griffin D.A., Mansbridge J.V., Ridgway K.R., Schiller A. Towards a dynamically balanced eddy-resolving ocean reanalysis: BRAN3. Ocean Model. 2013, 67:52-70.
81. Plagányi E.E., Bell J.D., Bustamante R.H., Dambacher J.M., Dennis D.M., Dichmont C.M., Dutra L.X.C., Fulton E.A., Hobday A.J., van Putten E.I., Smith F., Smith A.D.M., Zhou S. Modelling climate change effects on Australian and Pacific aquatic ecosystems: a review of analytical tools and management implications. Mar. Freshw. Res. 2011, 62:1132-1147.
82. Plagányi E.E., Weeks S.J., Skewes T.D., Gibbs M.T., Poloczanska E.S., Norman-López A., Blamey L.K., Soares M., Robinson W.M.L. Assessing the adequacy of current fisheries management under changing climate: a southern synopsis. ICES J. Mar. Sci. 2011, 68:1305-1317.
83. Planque B., Bellier E., Loots C. Uncertainties in projecting spatial distributions of marine populations. ICES J. Mar. Sci. 2011, 68:1045-1050.
84. Polacheck, T., Davies, C., 2008. Considerations of the Implications of Large Unreported Catches of Southern Bluefin Tuna for Assessments of Tropical Tunas, and the Need for Independent Verification of Catch and Effort Statistics. CSIRO Marine and Atmospheric Research Paper 023. CSIRO, Hobart, p. 21.
85. Punt A.E., Butterworth D.S. The effects of future consumption by the Cape fur seal on catches and catch rates of the Cape hakes. 4. Modelling the biological interaction between Cape fur seals (Arctocephalus pusillus pusillus) and Cape hakes (Merluccius capensis and M. paradoxus). S. Afr. J. Mar. Sci. 1995, 16:255-285.
86. Raick C., Soetaert K., Gregoire M. Model complexity and performance: how far can we simplify?. Prog. Oceanogr. 2006, 70:27-57.
87. Sainsbury K.J., Punt A.E., Smith.A.D.M. Design of operational management strategies for achieving fishery ecosystem objectives. ICES J. Mar. Sci. 2000, 57:731-741.
88. Salinger M.J., Bell J.D., Evans K., Hobday A.J., Allain V., Brander K., Dexter P., Harrison D.E., Hollowed A.B., Lee B., Stefanski R. Climate and oceanic fisheries: recent observations and projections and future needs. Clim. Change 2013, 119:213-221.
89. Sarmiento J.L., Slater R., Barber R., Bopp L., Doney S.C., Hirst A.C., Kleypas J., Matear R., Mikolajewicz U., Monfray P., Soldatov V., Spall S.A., Stouffer R. Response of ocean ecosystems to climate warming. Glob. Biogeochem. Cycles 2004, 18:GB3003.
90. Sen Gupta A., Brown J.N., Jourdain N.C., van Sebille E., Ganachaud A., Vergés A. Episodic and non-uniform shifts of thermal habitats in a warming ocean. Deep-Sea Res. II 2015, 113:59-72. 10.1016/j.dsr2.2013.12.002.
91. Shin Y.-J., Cury P. Using an individual-based model of fish assemblages to study the response of size spectra to changes in fishing. Can. J. Fish. Aquat. Sci. 2004, 61:414-431.
92. Singh A., Delcroix T., Cravatte S. Contrasting the flavors of El Niño-Southern Oscillation using sea surface salinity observations. J. Geophys. Res. 2011, 116:C06016.
93. Tollefson J. El Niño monitoring system in failure mode. Nature 2014, 10.1038/nature.2014.14582.
94. Travers M., Shin Y.J., Shannon L., Cury P. Simulating and testing the sensitivity of ecosystem-based indicators to fishing in the southern Benguela ecosystem. Can. J. Fish. Aquat. Sci 2006, 63:943-956.
95. Travers M., Shin Y.-J., Jennings S., Cury P. Towards end-to-end models for investigating the effects of climate and fishing in marine ecosystems. Prog. Oceanogr. 2007, 75:751-770.
96. van Putten I.E., Kulmala S., Thébaud O., Dowling N., Hamon K.G., Hutton T., Pascoe S. Theories and behavioural drivers underlying fleet dynamics models. Fish Fish. 2012, 13:216-235.
97. Williams A.J., Farley J.H., Hoyle S.D., Davies C.R., Nicol S.J. Spatial and sex-specific variation in growth of albacore tuna (Thunnus alalunga) across the south Pacific Ocean. Plos One 2012, 7:e39318.
98. 2 emissions. Geophys. Res. Lett. 2014, 41:632-637.