Fraser River sockeye salmon: data synthesis and cumulative impacts
Fraser River sockeye salmon: data synthesis and cumulative impacts Fraser River sockeye salmon: data synthesis and cumulative impacts
3.3.3 Life history perspective/approachThe present project takes a life history approach to the compilation, synthesis and evaluation ofthe evidence contained in other Cohen Commission Technical Reports. Each project focused onparticular factors (e.g., contaminants, pathogens, freshwater habitat, predators, ocean conditions).The present project cuts across factors and synthesizes the stressors that sockeye salmonencounter within each life history stage. This perspective more closely resembles the manner inwhich sockeye salmon actually experience the world they live in; as they progress through theirlifetime, they experience the world stage by stage, not factor by factor. Within each life stage orat any point in time, sockeye salmon experience many potential stressors in whatevercombination they arrive. This reflects the essence of cumulative effects – that the ValuedEcosystem Component (i.e. sockeye salmon) must endure the aggregate stress of human andnatural drivers as a cumulative impact, not as individual impacts.3.3.4 Types of evidenceTo evaluate the relative likelihood of potential factors, we pulled together qualitative andquantitative evidence presented by other contractors, as well as doing our own quantitativeanalyses in this project. The Cohen Commission Technical Reports include descriptions of keyprocesses and mechanisms, data summaries, reviews of published literature and previous dataanalyses, new data analyses, and major conclusions, including ways to improve ourunderstanding and fill data gaps. Additional lines of evidence emerged from the CohenCommission Scientific and Technical Workshop (held Nov. 30 and Dec. 1, 2010), includingcontractor presentations, expert feedback on the conceptual model, and expert evaluation of therelative likelihood of broad categorical factors. We also examined the Expert Panel Report to thePacific Salmon Commission (PSC) on the Decline of Fraser Sockeye (Peterman et al., 2010).However, our primary sources of information were the Cohen Commission Technical Reports,and data sets on important potential stressors provided by the authors of these reports. We usedthese data to perform statistical analyses across all factors. These statistical analyses complementother analyses performed within some of the factor-specific projects and represent anotherimportant piece of evidence for the cumulative impacts assessment.3.3.5 A weight of evidence approach to retrospective ecological riskassessmentWe apply a weight of evidence (WOE) approach to synthesize evidence presented across theCohen Commission Technical Reports and assess the overall likelihood that a particular factorhas made a substantial contribution to the decline of Fraser River sockeye salmon. Thefoundation for this approach is covered in greater detail in Appendix 3.20
The two key objectives defining our WOE approach are:1. Use the full breadth of evidence presented within the Cohen Commission projects.2. Synthesize and evaluate the evidence within a logical and systematic framework.Whereas it is not realistic to use every single piece of evidence presented in this body ofscientific work, the intent is to incorporate the breadth of evidence presented, recognizing thatthe weight of evidence synthesis cannot possibly capture the depth of evidence presented withineach project. The framework used to evaluate the evidence is based on publications in the fieldof Retrospective Ecological Risk Assessment (RERA), specifically Forbes and Callow (2002),and Burkhardt-Holm and Scheurer (2007). Their approach is considered appropriate when fourcriteria are met, all of which apply in the case of Fraser sockeye:1. The adverse ecological impact has already occurred.Fraser River sockeye salmon productivity has been declining over recent decadesand the 2009 returns were exceptionally poor.2. The evidence for this impairment already exists.Data on the abundance Fraser River sockeye salmon recruits and spawnersconfirms the declines in both returns and productivity.3. Factors that could potentially be causal agents of this impairment have been identified.The Cohen Commission identified a selection of broad factors that could feasiblyhave contributed to the decline of Fraser River sockeye salmon, and within eachof the Cohen Commission Technical Reports a range of specific potentialstressors are identified. The Pacific Salmon Commission workshop in June 2010(Peterman et al.) identified a similar, though not identical, set of factors.4. The evidence available to evaluate the likelihood of each possible factor is limited.The constraints on the quantity and quality of the evidence available with whichto evaluate potential contributors to the decline of Fraser River sockeye salmonare representative of many ecological problems: 1) quantitative data are usuallyshort, incomplete, sparse, or simply non-existent; 2) where quantitative data doexist, they are likely to be complex, variable, ambiguous, and/or noisy, makingrigorous statistical analysis difficult or impossible; and 3) available evidence iscorrelative at best, and complicated by the interaction of multiple confoundingfactors that are uncontrollable, or even unknown.Forbes and Callow (2002) state that “the primary challenge in retrospective risk assessment is tomake best use of the available evidence to develop rational management strategies and/or guide21
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The two key objectives defining our WOE approach are:1. Use the full breadth of evidence presented within the Cohen Commission projects.2. Synthesize <strong>and</strong> evaluate the evidence within a logical <strong>and</strong> systematic framework.Whereas it is not realistic to use every single piece of evidence presented in this body ofscientific work, the intent is to incorporate the breadth of evidence presented, recognizing thatthe weight of evidence <strong>synthesis</strong> cannot possibly capture the depth of evidence presented withineach project. The framework used to evaluate the evidence is based on publications in the fieldof Retrospective Ecological Risk Assessment (RERA), specifically Forbes <strong>and</strong> Callow (2002),<strong>and</strong> Burkhardt-Holm <strong>and</strong> Scheurer (2007). Their approach is considered appropriate when fourcriteria are met, all of which apply in the case of <strong>Fraser</strong> <strong>sockeye</strong>:1. The adverse ecological impact has already occurred.<strong>Fraser</strong> <strong>River</strong> <strong>sockeye</strong> <strong>salmon</strong> productivity has been declining over recent decades<strong>and</strong> the 2009 returns were exceptionally poor.2. The evidence for this impairment already exists.Data on the abundance <strong>Fraser</strong> <strong>River</strong> <strong>sockeye</strong> <strong>salmon</strong> recruits <strong>and</strong> spawnersconfirms the declines in both returns <strong>and</strong> productivity.3. Factors that could potentially be causal agents of this impairment have been identified.The Cohen Commission identified a selection of broad factors that could feasiblyhave contributed to the decline of <strong>Fraser</strong> <strong>River</strong> <strong>sockeye</strong> <strong>salmon</strong>, <strong>and</strong> within eachof the Cohen Commission Technical Reports a range of specific potentialstressors are identified. The Pacific Salmon Commission workshop in June 2010(Peterman et al.) identified a similar, though not identical, set of factors.4. The evidence available to evaluate the likelihood of each possible factor is limited.The constraints on the quantity <strong>and</strong> quality of the evidence available with whichto evaluate potential contributors to the decline of <strong>Fraser</strong> <strong>River</strong> <strong>sockeye</strong> <strong>salmon</strong>are representative of many ecological problems: 1) quantitative <strong>data</strong> are usuallyshort, incomplete, sparse, or simply non-existent; 2) where quantitative <strong>data</strong> doexist, they are likely to be complex, variable, ambiguous, <strong>and</strong>/or noisy, makingrigorous statistical analysis difficult or impossible; <strong>and</strong> 3) available evidence iscorrelative at best, <strong>and</strong> complicated by the interaction of multiple confoundingfactors that are uncontrollable, or even unknown.Forbes <strong>and</strong> Callow (2002) state that “the primary challenge in retrospective risk assessment is tomake best use of the available evidence to develop rational management strategies <strong>and</strong>/or guide21