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Bottom Trawl Surveys - Proceedings of a Workshop Held at Ottawa ...

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contribute significantly to the estim<strong>at</strong>ed TAG.<br />

For cod in 4T -4Vn, short term projections are<br />

not influenced by this type <strong>of</strong> error (see Table<br />

9.C.1). In fact, a 100% increase in partial<br />

recruitment <strong>at</strong> age 3 and a 40% increase <strong>at</strong> age 4<br />

for the years <strong>of</strong> projection will change the<br />

estim<strong>at</strong>ed 1981 c<strong>at</strong>ch biomass by less than 2% and<br />

the 1981 stock size estim<strong>at</strong>e by less than 0.1%.<br />

This type <strong>of</strong> non-random error is thus<br />

negligeable in comparison to the rel<strong>at</strong>ive error<br />

due to the variance <strong>of</strong> c<strong>at</strong>ch biomass estim<strong>at</strong>es.<br />

We also analyzed the effect <strong>of</strong> some other<br />

sources <strong>of</strong> system<strong>at</strong>ic errors on projection<br />

estim<strong>at</strong>es (see Table 9.C). For instance, a 50%<br />

discard <strong>at</strong> sea for age 3, together with a 25%<br />

discard <strong>at</strong> sea for age 4 (unreported) does not<br />

change signific<strong>at</strong>ively the 1981 stock size<br />

estim<strong>at</strong>e and the 1981 c<strong>at</strong>ch biomass (TAG)<br />

estim<strong>at</strong>e. Similarly, a 80% discard <strong>at</strong> sea for<br />

age 3 (unreported) from 1970 through 1979, does<br />

not have a significant effect on projection<br />

estim<strong>at</strong>es. In a fourth case, we observe th<strong>at</strong> a<br />

20% under-reporting (or mis-reporting) for all<br />

age groups in 1979 will change the 1981 stock<br />

size estim<strong>at</strong>e by less than 0.7% and the 1981<br />

c<strong>at</strong>ch biomass estim<strong>at</strong>e by 2.5%. In conclusion,<br />

system<strong>at</strong>ic errors <strong>of</strong> th<strong>at</strong> n<strong>at</strong>ure become a minor<br />

source <strong>of</strong> concern when using initial stock size<br />

estim<strong>at</strong>es derived from Doubleday's method.<br />

Ironically, system<strong>at</strong>ic errors appear as the<br />

major source <strong>of</strong> concern (and source <strong>of</strong><br />

discussions) when standard analytical methods<br />

are applied.<br />

Variance estim<strong>at</strong>es are quite important -<br />

may be as important as parameter estim<strong>at</strong>es<br />

themselves - since they are indic<strong>at</strong>ive <strong>of</strong> the<br />

corrective measures to be undertaken for<br />

improving the d<strong>at</strong>a base. Analytical assessments<br />

do not provide inform<strong>at</strong>ion on such corrective<br />

measures. As we know, it is rel<strong>at</strong>ively easy to<br />

manipul<strong>at</strong>e analytical solutions, within the<br />

range <strong>of</strong> biologically-acceptable parameter<br />

values, so as to reflect or to mimic any desired<br />

trend. In absence <strong>of</strong> an objective measure <strong>of</strong><br />

the 'quality' <strong>of</strong> the estim<strong>at</strong>es obtained with<br />

analytical methods, analytical assessments may<br />

become a vehicle for subjective evalu<strong>at</strong>ions.<br />

From the management viewpoint, the assessment <strong>of</strong><br />

the limit<strong>at</strong>ions <strong>of</strong> the d<strong>at</strong>a base and the<br />

identific<strong>at</strong>ion <strong>of</strong> corrective actions are as<br />

important as the provision <strong>of</strong> TAG estim<strong>at</strong>es per<br />

se.<br />

The preceding analysis is limited to the<br />

study <strong>of</strong> one case, i.e. cod in 4T-4Vn; our<br />

conclusion th<strong>at</strong> uncertainties <strong>of</strong> mean<br />

weight-<strong>at</strong>-age are a major source <strong>of</strong><br />

uncertainties for TAG estim<strong>at</strong>es is valid for<br />

this stock only. For other groundfish stocks,<br />

the uncertainties associ<strong>at</strong>ed with research<br />

survey estim<strong>at</strong>es may become the major source <strong>of</strong><br />

u ncerta inti es for c<strong>at</strong>ch projections. In fact,<br />

Table 4 indic<strong>at</strong>es th<strong>at</strong>, for a given precision <strong>of</strong><br />

mean weight-<strong>at</strong>-age estim<strong>at</strong>es, the uncertainties<br />

associ<strong>at</strong>ed with initial stock size estim<strong>at</strong>e.s are<br />

a key factor for controlling the uncertainties<br />

<strong>of</strong> c<strong>at</strong>ch biomass estim<strong>at</strong>es in the years <strong>of</strong><br />

projection. When an assessment is amenable to<br />

109<br />

Doubleday's method, an important benefit is th<strong>at</strong><br />

c<strong>at</strong>ch projections become practically independent<br />

<strong>of</strong> system<strong>at</strong>ic errors <strong>of</strong> input parameters<br />

(misreporting, discards <strong>at</strong> sea, etc.).<br />

REFERENCES<br />

Beacham, T.D. 1980. 1980 Assessment <strong>of</strong> Cod in<br />

Division 4T and 4Vn (Jan-Apr). CAFSAC Res.<br />

Doc. 80/22 61 p<br />

Doubleday, W G. 1979 A Sensitivity Analysis <strong>of</strong><br />

Selected C<strong>at</strong>ch Projections. ICES Demersal<br />

Fish Committee, C.M 1979/G 53. 7 p. +<br />

tables.<br />

Doubleday, W.G. 1981. A method <strong>of</strong> estim<strong>at</strong>ing<br />

the abundance <strong>of</strong> survivors <strong>of</strong> an exploited<br />

fish popul<strong>at</strong>ion using commercial fishing<br />

c<strong>at</strong>ch-<strong>at</strong>-age and research vessel abundance<br />

indices. In W.G. Doubleday and D. Rivard<br />

(Ed.). <strong>Bottom</strong> <strong>Trawl</strong> surveys/Releves au chalut<br />

de fond. Can. Spec. Publ. Fish. Aqu<strong>at</strong>.<br />

Sci ./Publ. spec can sci halieut. aqu<strong>at</strong>.<br />

58 . (This vo 1 ume l .<br />

Gray, D.F. 1979. 1979 Assessment <strong>of</strong> Cod in<br />

Divisions 4T and 4Vn (Jan··Apr). CAFSAC Res.<br />

Doc. 79/21. 28 p.<br />

Lassen, H. 1980. On the quality <strong>of</strong> the TAG's<br />

recommended through ICES. ICES C M.<br />

1980/G:39, Demersal Fish committee. 13 p.<br />

Lett, P.F. 1978. A multispecies simul<strong>at</strong>ion for<br />

the management <strong>of</strong> the southern Gulf <strong>of</strong> St.<br />

Lawrence cod stock. CAFSAC Res. Doc. 78/21,<br />

29 p. + tables.<br />

Pope, J.G. 1972. An Investig<strong>at</strong>ion <strong>of</strong> the<br />

Accuracy <strong>of</strong> Virtual Popul<strong>at</strong>ion Analysis using<br />

Cohort Analysis. Int. Comm. Northwest Atl.<br />

Fish. Res. Bull. 9:65-74.<br />

Rivard, D. 1979. Response <strong>of</strong> Cohort Analysis to<br />

Input Parameters. CAFSAC Res. Doc. 79/45.<br />

26 p.<br />

Rivard, D. 1980. APL Programs for Stock<br />

Assessment. Can. Tech. Rep. Fish. Aqu<strong>at</strong>.<br />

Sci. 953: 103 p.<br />

Seber, G.A.F. 1973. The Estim<strong>at</strong>ion <strong>of</strong> Animal<br />

Abundance and Rel<strong>at</strong>ed Parameters. Charles<br />

Griffin & Co. Ltd., London. 506 p.

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