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290<br />
Mar Ecol Prog Ser 459: 275–292, 2012<br />
CONCLUSIONS<br />
Our simulations suggest that it is possible to<br />
achieve multiple EBFM objectives by manag<strong>in</strong>g<br />
aggregate species groups. The general strategy of<br />
aggregat<strong>in</strong>g species <strong>in</strong>to complexes based on taxonomy,<br />
habitat, forag<strong>in</strong>g, size or other rules can work<br />
well for balanc<strong>in</strong>g the objectives of yield and biodiversity<br />
under certa<strong>in</strong> conditions. Most importantly,<br />
species of similar productivity, <strong>in</strong>teractions, and sensitivity<br />
to environmental perturbations should be<br />
aggregated to optimize both management objectives.<br />
In this simple example, all aggregation types performed<br />
reasonably well, with taxonomic aggregates<br />
perform<strong>in</strong>g better than other aggregates across both<br />
simulated ecosystems. Our very simple assessments<br />
generally underestimated the ‘true’ MSY when we<br />
didn’t explicitly account for species <strong>in</strong>teractions.<br />
Realized equilibrium yields based on these assessments<br />
generally fell at assessed MSY or at the operat<strong>in</strong>g<br />
model ‘true’ MSY if the assessment overestimated<br />
MSY relative to truth.<br />
However, caution is warranted with apply<strong>in</strong>g<br />
aggregate BRPs, as also shown by our results and as<br />
noted by many previous authors (e.g. Ricker 1975,<br />
Lark<strong>in</strong> 1976, Mace 2001). Poor aggregations sacrifice<br />
biodiversity for yield, lead<strong>in</strong>g to severely depleted (or<br />
ext<strong>in</strong>ct) stocks with<strong>in</strong> the aggregate, as well as more<br />
subtle effects such as loss of genetic diversity (e.g.<br />
Smith et al. 1991). In particular, expect<strong>in</strong>g similar<br />
performance of aggregation types across ecosystems<br />
without some basic knowledge of the species life history,<br />
<strong>in</strong>teraction strengths, and environmental sensitivity<br />
is a poor strategy. For example, the planktivores<br />
group displayed either poor theoretical or<br />
assessment performance <strong>in</strong> each of our simulated<br />
systems. Therefore, we recommend careful attention<br />
to the basics <strong>in</strong> assembl<strong>in</strong>g species complexes: comb<strong>in</strong>e<br />
similar productivity, followed by consideration<br />
of potential environmental sensitivity and strength of<br />
species <strong>in</strong>teractions. Then, <strong>in</strong> manag<strong>in</strong>g species complexes,<br />
our results show that modest reductions from<br />
aggregate F MSY have the dual benefits of ma<strong>in</strong>ta<strong>in</strong><strong>in</strong>g<br />
biodiversity and buffer<strong>in</strong>g aga<strong>in</strong>st environmental<br />
uncerta<strong>in</strong>ty.<br />
Acknowledgements. We are grateful to K. Holsman, W.<br />
Stockhausen, and 3 anonymous reviewers for constructive<br />
reviews of previous drafts of this paper. This collaborative,<br />
multilateral work was funded through the US Comparative<br />
Analysis of Mar<strong>in</strong>e Ecosystem Organization (CAMEO),<br />
the Norwegian <strong>Research</strong> Council (NRC), and Fishery and<br />
Oceans Canada’s Ecosystem <strong>Research</strong> Initiative (ERI). Major<br />
national <strong>in</strong>stitutes (Canada’s Department of Fisheries and<br />
Oceans, Norway’s Institute for Mar<strong>in</strong>e <strong>Research</strong>, and the US<br />
National Mar<strong>in</strong>e Fisheries Service) also contributed significant<br />
<strong>in</strong>-k<strong>in</strong>d and directed resources to this project. This<br />
work is also endorsed by the Ecosystem Studies of Subarctic<br />
Seas (ESSAS) program. This work resulted from several<br />
jo<strong>in</strong>t meet<strong>in</strong>gs, particularly the Surplus Production Model<strong>in</strong>g<br />
Workshops (SPMW 1 & 2) and associated <strong>in</strong>ter-sessional<br />
efforts, represent<strong>in</strong>g a cont<strong>in</strong>uation of and follow-on to other<br />
jo<strong>in</strong>t workshops, <strong>in</strong>clud<strong>in</strong>g Canadian and US Ecosystems<br />
(CANUSE I & II), Mar<strong>in</strong>e Ecosystems of Norway and the US<br />
(MENU I & II), and Norwegian-Canadian Collaborations<br />
(NORCAN). We dedicate this work to the memory of Bern<br />
Megrey, who was an <strong>in</strong>tegral part of these efforts and whose<br />
enthusiasm for this work was <strong>in</strong>valuable.<br />
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