Direct and indirect climate forcing in a multi-species marine system

Proceedings of the Royal Society B: Biological Sciences

Volumn 277, Issue 1699, 2010, Pages 3411-3420

  Stige, Leif Christian ^a   Ottersen, Geir ^b   Dalpadado, Padmini ^b   Chan, Kung Sik ^c   Hjermann, Dag Ø ^a   Lajus, Dmitry L ^d   Yaragina, Natalia A ^e   Stenseth, Nils Chr ^a,b  

^a UNIVERSITY OF OSLO   (Norway)

^b INSTITUTE OF MARINE RESEARCH   (Norway)

^c UNIVERSITY OF IOWA   (United States)

^d ST PETERSBURG STATE UNIVERSITY   (Russian Federation)

^e Polar Research Institute of Marine Fisheries and Oceanography (PINRO)   (Russian Federation)

Author keywords

Density dependence; Ecological climate effects; Ecosystem dynamics; Multiple imputation; Population models; Zooplankton

Indexed keywords

BIOMASS; CLIMATE EFFECT; CLIMATE FORCING; DENSITY DEPENDENCE; ECOSYSTEM DYNAMICS; GROWTH RATE; MORTALITY; POPULATION DENSITY; POPULATION GROWTH; POPULATION MODELING; SURVIVAL; TIME SERIES; ZOOPLANKTON;

ARCTIC OCEAN; BARENTS SEA; NORWEGIAN SEA;

CLUPEIDAE; MALLOTUS (FISH); MELANOGRAMMUS;

EID: 78149251411     PISSN: 09628452     EISSN: 14712970     Source Type: Journal    
DOI: 10.1098/rspb.2010.0602     Document Type: Article

References (41)

1. Carrol, R. J., Ruppert, D. & Stefanski, L. A. 1995 Measurement error in nonlinear models. London, UK: Chapman and Hall.
2. Dalpadado, P., Ingvaldsen, R. & Hassel, A. 2003 Zooplankton biomass variation in relation to climatic conditions in the Barents Sea. Polar Biol. 26, 233-241.
3. Dalpadado, P., Bogstad, B., Eriksen, E. & Rey, L. 2009 Distribution and diet of 0-group cod (Gadus morhua) and haddock (Melanogrammus aeglefinus) in the Barents Sea in relation to food availability and temperature. Polar Biol. 32, 1583-1596. (doi:10.1007/s00300-009-0657-7)
4. Dingsør, G. E., Ciannelli, L., Chan, K.-S., Ottersen, G. & Stenseth, N. C. 2007 Density dependence and density independence during the early life stages of four marine fish stocks. Ecology 88, 625-634.
5. Ellertsen, B., Fossum, P., Solemdal, P. & Sundby, S. 1989 Relation between temperature and survival of eggs and first-feeding larvae of northeast Arctic cod (Gadus morhua L.). Rapp. P.-v. Réun. Cons. perm. int. Explor. Mer. 191, 209-219.
6. Fiksen, Ø., Jørgensen, C., Kristiansen, T., Vikebø, F. & Huse, G. 2007 Linking behavioural ecology and oceanography: Larval behaviour determines growth, mortality and dispersal. Mar. Ecol. Prog. Ser. 347, 195-205. (doi:10.3354/meps06978)
7. Fossum, P. 1996 A study of first-feeding herring (Clupea harengus L.) larvae during the period 1985- 1993. ICES J. Mar. Sci. 53, 51-59. (doi:10.1006/jmsc. 1996.0005)
8. Hjermann, D. Ø., Ottersen, G. & Stenseth, N. C. 2004a Competition among fishermen and fish causes the collapse of Barents Sea capelin. Proc. Natl Acad. Sci. USA 101, 11 679-11 684. (doi:10.1073/pnas.0402904101)
9. Hjermann, D. Ø., Stenseth, N. C. & Ottersen, G. 2004b Indirect climatic forcing of the Barents Sea capelin: A cohort effect. Mar. Ecol. Prog. Ser. 273, 229-238. (doi:10.3354/meps273229)
10. Hjermann, D. Ø., Bogstad, B., Eikeset, A. M., Ottersen, G., Gjøsæter, H. & Stenseth, N. C. 2007 Food web dynamics affect Northeast Arctic cod recruitment. Proc. R. Soc. B 274, 661-669. (doi:10.1098/rspb.2006. 0069)
11. Hurvich, C. M. & Tsai, L. 1991 Regression and time series model selection in small samples. Biometrika 76, 297-307. (doi:10.1093/biomet/76.2. 297)
12. Huse, G. & Toresen, R. 1996 A comparative study of the feeding habits of herring (Clupea harengus, Clupeidae L.) and capelin (Mallotus villosus, Osmeridae, Mü ller) in the Barents Sea. Sarsia 81, 143-153.
13. Hylen, A. 2002 Fluctuations in abundance of Northeast Arctic cod during the 20th century. ICES Mar. Sci. Symp. 215, 543-550.
14. ICES 2007a Report of the Arctic Fisheries Working Group (AFWG). ICES CM 2007/ACFM:16, 18-27 April, Vigo, Spain.
15. ICES 2007b Report of the Working Group on Northern Pelagic and Blue Whiting Fisheries (WGNPBW). ICES CM 2007/ACFM:29, 27 August-1 September, Vigo, Spain.
16. Lima, M. & Berryman, A. 2006 Predicting nonlinear and non-additive effects of climate: The Alpine ibex revisited. Clim. Res. 32, 129-135. (doi:10.3354/cr032129)
17. Marshall, C. T., Yaragina, N. A., Ådlandsvik, B. & Dolgov, A. V. 2000 Reconstructing the stock-recruit relationship for Northeast Arctic cod using a bioenergetic index of reproductive potential. Can. J. Fish. Aquat. Sci. 57, 2433-2442. (doi:10.1139/cjfas-57-12-2433)
18. Matyshov, G., Zuev, A., Golubev, V., Adrov, N., Slobodin, V., Levitus, S. & Smoliar, I. 1998 Climatic Atlas of the Barents Sea 1998. Temperature, salinity, oxygen Murmansk-Silver Spring. MMBI-NOAA. See http:// www.nodc.noaa.gov/OC5/barsea/bardoc.html.
19. Mukhina, N. V. 1992 Results of the ichthyoplankton investigations in the Norwegian and Barents Seas in 1959-1990. In Ekologicheskie problemy Barentseva moria (ed. S. V. Belikov), pp. 62-102. Murmansk, Russia: PINRO. [In Russian.]
20. Mukhina, N. V., Marshall, C. T. & Yaragina, N. A. 2003 Tracking the signal in year-class strength of Northeast Arctic cod through multiple survey estimates of egg, larval and juvenile abundance. J. Sea Res. 50, 57-75. (doi:10.1016/S1385-1101(03)00046-7)
21. Nesterova, V. N. 1990 Biomassa planktona na putiakh dreifa lichinok treski (spravochnyi material). Murmansk, Russia: PINRO. [In Russian.]
22. Orlova, E. L., Dolgov, A. V., Rudneva, G. B., Oganin, I. A. & Konstantinova, L. L. 2008 Trophic relations of capelin Mallotus villosus and polar cod Boreogadus saida in the Barents Sea as a factor of impact on the ecosystem. Deep-Sea Res. II 56, 2054-2067. (doi:10.1016/j.dsr2. 2008.11.016)
23. Ottersen, G. & Loeng, H. 2000 Covariability in early growth and year-class strength of Barents Sea cod, haddock and herring: The environmental link. ICES J. Mar. Sci. 57, 339-348. (doi:10.1006/jmsc.1999.0529)
24. Ottersen, G. & Sundby, S. 1995 Effects of temperature, wind and spawning stock biomass on recruitment of Arcto- Norwegian cod. Fish. Oceanogr. 4, 278-292. (doi:10. 1111/j.1365-2419.1995.tb00073.x) (Pubitemid 3011490)
25. Ottersen, G., Alheit, J., Drinkwater, K., Friedland, K., Hagen, E. & Stenseth, N. C. 2004 The responses of fish populations to ocean climate fluctuations. In Marine ecosystems and climate variation: The North Atlantic (eds N. C. Stenseth, G. Ottersen, J. Hurrell & A. Belgrano), pp. 73-94. Oxford, UK: Oxford University Press.
26. Ottersen, G., Hjermann, D. & Stenseth, N. C. 2006 Changes in spawning stock structure strengthen the link between climate and recruitment in a heavily fished cod stock. Fish. Oceanogr. 15, 230-243. (doi:10.1111/j.1365-2419. 2006.00404.x)
27. R Development Core Team. 2006 R: A language and environment for statistical computing. Austria: Vienna. See http://www.R-project.org. R Foundation for Statistical Computing.
28. Rijnsdorp, A. D., Peck, M. A., Engelhard, G. H., Mollmann, C. & Pinnegar, J. K. 2009 Resolving the effect of climate change on fish populations. ICES J. Mar. Sci. 66, 1570-1583. (doi:10.1093/icesjms/fsp056)
29. Sætre, R., Toresen, R. & Anker-Nilssen, T. 2002 Factors affecting the recruitment variability of the Norwegian spring-spawning herring (Clupea harengus L.). ICES J. Mar. Sci. 59, 725-736.
30. Stenseth, N. C. & Mysterud, A. 2005 Weather packages: Finding the right scale and composition of climate in ecology. J. Anim. Ecol. 74, 1195-1198. (doi:10.1111/ j.1365-2656.2005.01005.x)
31. Stenseth, N. C., Mysterud, A., Ottersen, G., Hurrell, J. W., Chan, K.-S. & Lima, M. 2002 Ecological effects of climate fluctuations. Science 297, 1292-1296. (doi:10.1126/science.1071281)
32. Stige, L. C., Lajus, D. L., Chan, K.-S., Dalpadado, P., Basedow, S. L., Berchenko, I. & Stenseth, N. C. 2009 Climatic forcing of zooplankton dynamics is stronger during low densities of planktivorous fish. Limnol. Oceanogr. 54, 1025-1036.
33. Sundby, S. 2000 Recruitment of Atlantic cod stocks in relation to temperature and advection of copepod populations. Sarsia 85, 277-298.
34. Sundby, S. & Fossum, P. 1990 Feeding conditions of Arcto-Norwegian cod larvae compared with the Rotschild-Osborn theory on small-scale turbulence and plankton contact rates. J. Plankton Res. 12, 1153-1162. (doi:10.1093/plankt/ 12.6.1153)
35. Tereschenko, V. V. 1996 Seasonal and year-to-year variations of temperature and salinity along the Kola meridian transect. ICES CM 1996/C:11. Reykjavik, Iceland: ICES.
36. Toresen, R. & Østvedt, O. 2000 Variation in abundance of Norwegian spring-spawning herring (Clupea harengus, Clupeidae) throughout the 20th century and the influence of climatic fluctuations. Fish Fish. 1, 231-256. (doi:10. 1046/j.1467-2979.2000.00022.x)
37. Van Buuren, S. 2007 Multiple imputation of discrete and continuous data by fully conditional specification. Stat. Meth. Med. Res. 16, 219-242. (doi:10.1177/ 0962280206074463)
38. Vikebø, F., Jørgensen, C., Kristiansen, T. & Fiksen, Ø 2007 Drift, growth and survival of larval Northeast Arctic cod with simple rules of behaviour. Mar. Ecol. Prog. Ser. 347, 207-219. (doi:10.3354/meps06979)
39. Walters, C. J. & Martell, S. J. D. 2004 Fisheries ecology and management. Princeton, NJ: Princeton University Press.
40. Wood, S. N. 2006 Generalized additive models: An introduction with R. Boca Raton, FL: Chapman and Hall/CRC.
41. Worley, S. J., Woodruff, S. D., Reynolds, R. W., Lubker, S. J. & Lott, N. 2005 ICOADS Release 2.1 data and products. Int. J. Climatol. 25, 823-842. (doi:10.1002/joc. 1166)