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Aquatic Environment and Biodiversity Annual Review 2012

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AEBAR <strong>2012</strong>: Non-protected bycatch<br />

to seabirds, especially setnet. For each taxon, the risk was assessed by dividing the estimated number<br />

of potential fatalities by an estimate of Potential Biological Removals (PBR, after Wade 1998). This<br />

index represents the amount of human-induced mortality a population can sustain without<br />

compromising its ability to achieve <strong>and</strong> maintain a population size above its maximum net<br />

productivity (MNPL) or to achieve rapid recovery from a depleted state. In the risk assessment, PBR<br />

was estimated from the best available information on the demography of each taxon (Figure 5.13).<br />

Because estimates of seabirds’ demographic parameters <strong>and</strong> of fisheries related mortality are<br />

imprecise, the uncertainty around the demographic <strong>and</strong> mortality estimates was propagated through<br />

the analysis. This allowed uncertainty in the resulting risk to be calculated, <strong>and</strong> also allowed the<br />

identification of parameters where improved precision would reduce overly large uncertainties.<br />

However, not all sources of uncertainty could be included, <strong>and</strong> the results are best used as a guide in<br />

the setting of research <strong>and</strong> management priorities. In general, seabird demographics, the distribution<br />

of seabirds within New Zeal<strong>and</strong> waters, <strong>and</strong> sources of cryptic mortality were poorly known.<br />

Amongst the 64 studied taxa, black (Parkinson’s) petrel (Procellaria parkinsoni) clearly stood out as<br />

at most risk from commercial fishing activities within the New Zeal<strong>and</strong> Exclusive Economic Zone<br />

(estimated annual potential fishing-related fatalities almost 10 times higher than the PBR, Figures<br />

5.14 <strong>and</strong> 5.15). Seven other taxa had estimated annual potential fatalities with 95% confidence<br />

intervals of their risk ratios completely above one. These were grey-headed albatross, Chatham<br />

albatross, Westl<strong>and</strong> petrel, light-mantled albatross, Salvin’s albatross, fleshfooted shearwater, <strong>and</strong><br />

Stewart Isl<strong>and</strong> shag. For a further 12 taxa, the confidence interval of the risk ratio included one.<br />

Small inshore fisheries, especially trawl fisheries targeting flatfish, <strong>and</strong> small bottom <strong>and</strong> surface<br />

fisheries, were associated with the highest estimated risk to seabirds. This was due to a combination<br />

of low observer coverage, high effort, <strong>and</strong> overlap with the distributions of many seabirds. In fisheries<br />

where there were few observations, the number of potential fatalities was estimated in a precautionary<br />

way, with the estimates being biased toward the high end of the range of values that were consistent<br />

with the observer data. In these poorly observed fisheries, the risk estimates are often primarily<br />

associated with the lack of information. Of the taxa that had a risk ratio greater than one, the risk for<br />

four of them (grey-headed albatross, Westl<strong>and</strong> petrel, Chatham albatross, <strong>and</strong> light-mantled albatross)<br />

was associated with low observer coverage in inshore fisheries that overlap with the distribution of<br />

these birds. Increasing the number of observations in inshore trawl <strong>and</strong> small vessel longline fisheries,<br />

especially in FMAs 1, 2, 3, <strong>and</strong> 7, would increase the precision of the estimated fatalities. The risk<br />

was estimated independently for each fishery, <strong>and</strong> it was assumed that the vulnerabilities of seabirds<br />

to capture in different fisheries were independent. This has the consequence that birds (such as lightmantled<br />

sooty albatross) may be caught infrequently in well observed fisheries, but still have high risk<br />

associated with poorly observed fisheries.<br />

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