Modelling the effects of climate change on the distribution and production of marine fishes: accounting for trophic interactions in a dynamic bioclimate envelope model

被引:96
作者
Fernandes, Jose A. [1 ,2 ]
Cheung, William W. L. [3 ]
Jennings, Simon [1 ,4 ]
Butenschoen, Momme [2 ]
de Mora, Lee [2 ]
Froelicher, Thomas L. [5 ]
Barange, Manuel [2 ]
Grant, Alastair [1 ]
机构
[1] Univ E Anglia, Sch Environm Sci, Norwich NR4 7TJ, Norfolk, England
[2] Plymouth Marine Lab, Plymouth PL13 DH, Devon, England
[3] Univ British Columbia, Changing Ocean Res Unit, Vancouver, BC V6T 1Z4, Canada
[4] Ctr Environm Fisheries & Aquaculture Sci, Lowestoft NR33 0HT, Suffolk, England
[5] Princeton Univ, Atmospher & Ocean Sci Program, Princeton, NJ 08544 USA
基金
加拿大自然科学与工程研究理事会;
关键词
biological feedback; climate change; competition; ecosystem approach; fisheries management; model validation; modelling; size spectrum; species interactions; GLOBAL OCEAN; IMPACTS; BIOMASS; ASSEMBLAGE; COMMUNITY; NUTRIENT; FOOD;
D O I
10.1111/gcb.12231
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
Climate change has already altered the distribution of marine fishes. Future predictions of fish distributions and catches based on bioclimate envelope models are available, but to date they have not considered interspecific interactions. We address this by combining the species-based Dynamic Bioclimate Envelope Model (DBEM) with a size-based trophic model. The new approach provides spatially and temporally resolved predictions of changes in species' size, abundance and catch potential that account for the effects of ecological interactions. Predicted latitudinal shifts are, on average, reduced by 20% when species interactions are incorporated, compared to DBEM predictions, with pelagic species showing the greatest reductions. Goodness-of-fit of biomass data from fish stock assessments in the North Atlantic between 1991 and 2003 is improved slightly by including species interactions. The differences between predictions from the two models may be relatively modest because, at the North Atlantic basin scale, (i) predators and competitors may respond to climate change together; (ii) existing parameterization of the DBEM might implicitly incorporate trophic interactions; and/or (iii) trophic interactions might not be the main driver of responses to climate. Future analyses using ecologically explicit models and data will improve understanding of the effects of inter-specific interactions on responses to climate change, and better inform managers about plausible ecological and fishery consequences of a changing environment.
引用
收藏
页码:2596 / 2607
页数:12
相关论文
共 57 条
  • [1] Nutrient and temperature control of the contribution of picoplankton to phytoplankton biomass and production
    Agawin, NSR
    Duarte, CM
    Agustí, S
    [J]. LIMNOLOGY AND OCEANOGRAPHY, 2000, 45 (03) : 591 - 600
  • [2] The carbonate system in the North Sea: Sensitivity and model validation
    Artioli, Yuri
    Blackford, Jeremy C.
    Butenschoen, Momme
    Holt, Jason T.
    Wakelin, Sarah L.
    Thomas, Helmuth
    Borges, Alberto V.
    Allen, J. Icarus
    [J]. JOURNAL OF MARINE SYSTEMS, 2012, 102 : 1 - 13
  • [3] Predicting marine phytoplankton community size structure from empirical relationships with remotely sensed variables
    Barnes, Carolyn
    Irigoien, Xabier
    De Oliveira, Jose A. A.
    Maxwell, David
    Jennings, Simon
    [J]. JOURNAL OF PLANKTON RESEARCH, 2011, 33 (01) : 13 - 24
  • [4] Global patterns in predator-prey size relationships reveal size dependency of trophic transfer efficiency
    Barnes, Carolyn
    Maxwell, David
    Reuman, Daniel C.
    Jennings, Simon
    [J]. ECOLOGY, 2010, 91 (01) : 222 - 232
  • [5] Climate-driven trends in contemporary ocean productivity
    Behrenfeld, Michael J.
    O'Malley, Robert T.
    Siegel, David A.
    McClain, Charles R.
    Sarmiento, Jorge L.
    Feldman, Gene C.
    Milligan, Allen J.
    Falkowski, Paul G.
    Letelier, Ricardo M.
    Boss, Emmanuel S.
    [J]. NATURE, 2006, 444 (7120) : 752 - 755
  • [6] Ecosystem dynamics at six contrasting sites: a generic modelling study
    Blackford, JC
    Allen, JI
    Gilbert, FJ
    [J]. JOURNAL OF MARINE SYSTEMS, 2004, 52 (1-4) : 191 - 215
  • [7] Blanchard J. L., 2011, THEORETICAL ECOLOGY, V4, P1
  • [8] Potential consequences of climate change for primary production and fish production in large marine ecosystems
    Blanchard, Julia L.
    Jennings, Simon
    Holmes, Robert
    Harle, James
    Merino, Gorka
    Allen, J. Icarus
    Holt, Jason
    Dulvy, Nicholas K.
    Barange, Manuel
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2012, 367 (1605) : 2979 - 2989
  • [10] BIOMASS SPECTRA OF AQUATIC ECOSYSTEMS IN RELATION TO FISHERIES YIELD
    BOUDREAU, PR
    DICKIE, LM
    [J]. CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 1992, 49 (08) : 1528 - 1538