ICES Journal of Marine Science ICES Journal of Marine Science (2014), 71(2), 195– 203. doi:10.1093/icesjms/fst158 Implementing harvest strategies in Australia: 5 years on Anthony D. M. Smith1*, David C. Smith 1, Malcolm Haddon 1, Ian A. Knuckey2, Keith J. Sainsbury 3, and Sean R. Sloan 4 1 CSIRO Wealth from Oceans Flagship, GPO Box 1538, Hobart, TAS 7001, Australia Fishwell Consulting Pty Ltd, Queenscliff, VIC 3225, Australia 3 Institute of Marine and Antarctic Studies, University of Tasmania, Sandy Bay, TAS 7005, Australia 4 Primary Industries and Regions South Australia, 25 Grenfell St, Adelaide, SA 5000, Australia 2 *Corresponding author: tel: +6 136 232 5372; fax: +6 136 232 5000; e-mail: [email protected] Smith, A. D. M., Smith D. C., Haddon, M., Knuckey, I., Sainsbury, K. J., and Sloan, S. 2014. Implementing harvest strategies in Australia: 5 years on. – ICES Journal of Marine Science, 71: 195 – 203. Received 28 March 2013; accepted 28 August 2013; advance access publication 8 October 2013. Australian Commonwealth fisheries are managed using a formal harvest strategy policy (HSP) introduced by the federal government in 2007. At the State level, a number of commercial fisheries are also managed under formal harvest strategies, but no overarching policy currently exists to guide their consistent implementation across jurisdictions. There have been 5 years of experience with implementation of the Commonwealth policy across the highly diverse array of commercial fisheries found in Australia. The HSP has an explicit target of maximum economic yield, and an explicit limit set at half the biomass that would support maximum sustainable yield. The policy also specifies an acceptable level of risk associated with falling below the limit reference point. We discuss the experience gained from implementing the HSP in Australia, including a number of challenges faced, and attempt to summarize the benefits and costs of implementing harvest strategies. Our view is that, overall, the benefits clearly outweigh the costs. Keywords: Australian fisheries, harvest strategy policy, implementation challenges. Introduction Over the past decade or so, Australia has embarked on a process of increasing formalization of harvest strategies to manage its principal commercial fish stocks. For Australian Commonwealth fisheries— those managed federally—these harvest strategies are central to the adaptive management process that constitutes fisheries management, and are managed under a harvest strategy policy (HSP) implemented in 2007 (DAFF, 2007). Although no equivalent formal policies currently exist at the State level in Australia, several State fisheries jurisdictions have adopted formal harvest strategies for important commercial fisheries, but the approach to their application varies between jurisdictions. Formal harvest strategies comprise three important components—monitoring, assessment, and decision rules (the latter also known as harvest control rules). Formalization of harvest strategies also requires that management objectives be made explicit and quantifiable, and that explicit standards for risk be adopted. Australia is governed under a federal system that includes a national jurisdiction (the Commonwealth of Australia) as well as states and territories, and fisheries management is undertaken by # 2013 governments in all jurisdictions. With a few exceptions, most Commonwealth fisheries can be characterized as larger scale, offshore industrial scale fisheries, whereas State fisheries tend to include a broader mix of commercial, recreational, traditional, and customary fisheries, including a larger number of small-scale coastal fisheries. There are many similarities in approaches to fisheries management between States and the Commonwealth, including in legislation and policy. For example, all jurisdictions have adopted ecosystem-based fisheries management (EBFM) approaches as a means of implementing the principles of ecologically sustainable development (ESD). This is an objective in all State and Commonwealth fisheries legislation, and all jurisdictions adopt, to a greater or lesser extent, a co-management approach. The main focus in this paper is on experience with harvest strategies in Commonwealth fisheries, which are managed under the Fisheries Management Act 1991 by the Australian Fisheries Management Authority (AFMA), although progress in adoption of harvest strategies by the States is also discussed. The evolution of harvest strategies in Commonwealth fisheries can be traced over the past two decades. The legislation under International Council for the Exploration of the Sea. Published by Oxford University Press. All rights reserved. For Permissions, please email: [email protected] 196 which AFMA operates was adopted in 1991 and saw the progressive establishment of resource assessment groups and management advisory groups (Smith et al., 1999, 2001). Similar processes exist separately at the State level for many important commercial fisheries (e.g. for rock lobster fisheries in Western Australia, South Australia, Victoria, and Tasmania). The Commonwealth legislation includes an explicit economic objective aimed at maximizing the net economic returns from fishing activities, as well as the requirement to operate under the principles of ESD. The early adoption of both target and limit reference points (LRPs) for major commercial species was a feature of this evolution, although formal control rules were only used from 2005 onwards in Commonwealth fisheries. A major focus on ecological risk assessment (ERA; Fletcher, 2005; Hobday et al., 2011) started in the late 1990s at the Commonwealth and State level and resulted in progress towards putting the principles of EBFM into practice (Smith et al., 2007). The first Commonwealth fishery to formally adopt a more comprehensive approach to harvest strategies was the Southern and Eastern Scalefish and Shark Fishery (SESSF). This is a multispecies and multi-gear fishery that provides the bulk of fresh seafood to the Sydney and Melbourne fish markets, and adopted a quota management system including individual transferable quotas in the early 1990s (Smith and Smith, 2001). Despite over 30 stocks being under quota management by the mid-2000s, many of these stocks were overfished or subject to overfishing and the economic performance of the fishery was poor (FERM, 2004; McLoughlin, 2006). Working through its resource assessment group, the fishery adopted a set of formal harvest strategies in 2005, with the key innovation relative to previous arrangements being the adoption of formal decision rules (Smith et al., 2008). Building on similar approaches applied to some Alaskan fisheries (e.g. Witherall et al., 2000), these harvest strategies were organized in a “tiered” system, corresponding to the types of data, assessments, and decision rules available and selected for each quota species. This resulted immediately in a more consistent approach across species and stocks. The tiered system was first used in 2005 to set TACs in the SESSF for 2006. The Tier 1 decision rule, for stocks with a robust quantitative stock assessment, comprised a “broken stick” rule as a function of current biomass, with a fixed F equal to FMEY for stock sizes above the biomass corresponding to maximum sustainable yield BMSY, and a linear decrease in F below this level down to a zero targeted exploitation rate at 20% of unfished equilibrium B20. Decision rules for other tiers (based on estimates of F from catch curves, or trends in catch rates) aim to mimic the intent of this Tier 1 decision rule (Figure 1). Shortly after the adoption of this formal harvest strategy framework in the SESSF, the Federal Minister for Fisheries issued a statutory Direction to AFMA to recover overfished stocks and to prevent future overfishing in all Commonwealth fisheries (DAFF, 2005). This direction was accompanied by a structural adjustment package to reduce fleet numbers in several fisheries with the aim of removing excess capacity, improving the profitability of the remaining fleet, and to assist in the implementation of a network of marine protected areas in the southeast Australian extended economic zone (EEZ) (Rayns, 2007; Vieira et al., 2010). The Direction required the development and implementation of an HSP to be applied to all targeted stocks within Commonwealth managed fisheries as well as the implementation of fishery-independent surveys and improved monitoring of fishing activity. The intent of this new policy was to manage fish stocks sustainably and profitably, A. D. M. Smith et al. Figure 1. Form of the harvest control rules for the SESSF in relation to reference points. (a) Tier 1 rule where the assessment provides an estimate of current biomass BCUR; the Tier 1 RBC (recommended biological catch) is determined by applying FRBC to BCUR; (b) Tier 3 rule where the assessment provides an estimate of current fishing mortality rate FCUR; the Tier 3 RBC ¼ CCUR × (1 2 e2FRBC)/(1 2 e2FCUR), where CCUR is the average recent catch. F20 is the fishing mortality rate that results in depletion to B20 which is 20% of the unfished level and the proxy for the biomass LRP. F48 is the proxy for FMEY, the target exploitation rate corresponding to BMEY. B40 is the proxy for BMSY. end overfishing, and ensure that currently overfished stocks were rebuilt in reasonable time frames. The HSP was developed during 2006 and 2007 under the direction of the federal department responsible for fisheries (the Department for Agriculture Fisheries and Forestry—DAFF). In the Australian Federal system, day-to-day fisheries management is undertaken by AFMA, while overarching government fisheries policy is developed by DAFF. The HSP was fully implemented by 2008, although some details and modifications were underway at the same time. The policy specified explicit targets and limits for stock management, and required the implementation of decision rules so that the harvest strategy for each stock would meet the intent of the policy (DAFF, 2007). The fleet reduction that occurred between November 2005 and November 2006 as a result of structural adjustment paved the way for the adoption of BMEY, the biomass corresponding to maximum economic yield (MEY), as the target reference point in the HSP. The LRP adopted was half BMSY. The proxy values selected for the target and limit, relative to unfished spawning biomass estimates, were B40 for BMSY, B48 for BMEY (1.2× BMSY), and B20 for the LRP (half the proxy value for BMSY). Further, the policy specified an acceptable level of risk associated with biomass, such that stocks should remain above the LRP for biomass under application of the harvest strategy at least 90% of the time. Guidelines for implementing the policy were also developed during 2007 (DAFF, 2007) and provided guidance on issues such as: interpretation of concepts such as harvest strategy and MEY; potential approaches to use with developing fisheries or datapoor species; how to handle uncertainty and risk; managing highly variable species; stock rebuilding strategies for depleted fisheries; and the use of management strategy evaluation (MSE; Smith et al., 1999) to test and amend the performance of different harvest strategies over time. This paper reviews the experience in implementing the Commonwealth HSP 5 years after its adoption, and discusses some of the issues yet to be fully resolved or that have developed since implementation. It also covers some of the current developments in State jurisdictions in implementing harvest strategies. Implementing harvest strategies in Australia Harvest strategy achievements The status of stocks with respect to overfishing is reported each year for Commonwealth fisheries in fishery status reports (e.g. ABARES, 2012). Similar stock status reporting occurs in most State jurisdictions and in 2012, a national reporting framework was adopted for fish stock status (Flood et al., 2012). For Commonwealth fisheries, status reports refer to two conditions: overfishing (exploitation rate too high) and overfished (stock level below LRP). The ministerial Direction to AFMA in 2005 required AFMA to take action to cease overfishing, recover overfished stocks, and avoid further species becoming overfished, and progress against these objectives can be gauged in the annual status reports. The reduction in the number of stocks subject to overfishing has to date been greater and more rapid than that in overfished stocks (Figure 2). This reflects the rapidity with which catches were reduced, leading to an immediate reduction in fishing mortality following the introduction of the HSP, especially in the SESSF, which implemented its harvest strategy before other Commonwealth fisheries, and which had accounted for many of the cases of overfishing. This rapid reduction in overfishing in the SESSF was reinforced by reductions in other fisheries following the introduction of the full Commonwealth HSP in 2007. It should be noted that the reductions in TACs and catches in the SESSF were facilitated by the structural adjustment that took place in 2007 as part of the overall package of measures that were adopted with implementation of the HSP. For the trawl sector in the SESSF, this amounted to a reduction in the fleet from 81 vessels in 2005/2006 to 49 in 2007/2008 (Vieira et al., 2010). However, exploitation rates were reduced ahead of this buy out due to the earlier implementation of harvest strategies in this fishery. After the initial reduction in the percentage of stocks subject to overfishing, there appears to have been a slight rise to a peak in 2009. However, this pattern is influenced by the increasing number of stocks considered in the status report. A clearer impression can be obtained by considering the proportion of stocks out of those that could be assessed (i.e. not uncertain) that were determined as subject to overfishing or overfished (Figure 3). Both the proportion overfished and the proportion subject to overfishing decline, but the impact on overfishing is large and immediate following the introduction of the HSP in the SESSF in 2005. It is to be expected that recovery of overfished stocks will take longer to come into effect. Several SESSF stocks were overfished before implementation of the harvest strategy, including the long-lived orange roughy. Eastern gemfish was classified as overfished in the mid-1990s (Punt and Smith, 1999) and is yet to recover despite a long period with low exploitation rates (this species has been closed to targeted commercial fishing since 1998). It has been accepted that another species that has failed to recover, jackass morwong, has undergone an environmentally driven change to a lower productivity regime, and the reference points for the harvest strategy have been amended therefore (Wayte 2013). Experience with implementation Implementation of the HSP involved the development, testing, and adoption of formal harvest strategies in 12 separate Common wealth managed fisheries, for 50 separate species or stocks, mostly within the time frame of a year, though not all of these were tested before adoption. Formal stock assessments were available for only about half this number of stocks, so a significant challenge was to develop harvest strategies for data-poor species and 197 fisheries while demonstrating that they met the intent of the policy (Dowling et al., 2008). The short time frame and large number of fisheries and species also presented a capacity and logistical challenge for implementation, and some of the harvest strategies were not fully tested using MSE when they were implemented; testing, however, continues to the present day (e.g. Wayte and Klaer, 2010; Little et al., 2011). In some cases not initially tested, first cut specifications and unintended consequences required subsequent improvements that often significantly changed management outcomes, thereby somewhat undermining industry confidence in the higher degree of certainty offered by the adoption of harvest strategies. Implementation was easiest for fisheries that had a history of quantitative assessments and that had active and well-funded resource assessment groups. This included the Northern Prawn Fishery (NPF), several of the tuna fisheries, the SESSF, and the southern ocean fisheries for Patagonian toothfish. Even for these valuable and well-resourced fisheries, challenges were encountered and changes required after implementation. For example, although the SESSF had developed and implemented a harvest strategy before adoption of the HSP, the initial biomass target was B40 rather than BMEY and this required a change to the harvest control rules to reflect this change. Usually, the default proxy for BMEY was used (B48 or 20% above BMSY), but this resulted in lower exploitation rates and lower TACs to move towards the new targets. There was considerable debate about the rate at which the new targets should be achieved. For the NPF, a decision was made to implement a fully dynamic MEY strategy for the two tiger prawn species. This proved to be a considerable technical challenge but was achieved successfully (Dichmont et al., 2010), although its data and analytical requirements remain high and present ongoing challenges for timely and cost-effective delivery. Developing harvest strategies for tuna and other large pelagic species was complicated by straddling stock issues and the need to adhere to international management requirements as well as domestic policy. The Australian position on internationally shared stocks is that it will advocate its policy as “best practice” in regional fishery management organizations, but not require its implementation domestically in the absence of international agreement. For several of the tropical species, domestic harvest strategies were developed with novel multifaceted empirical decision rules (Basson and Dowling, 2007; Davies et al., 2008; Prince et al., 2011). However, their application has been contentious in the absence of international agreements since lower Australian quotas under the domestic HSP have in some cases resulted in higher international catches. Harvest strategies applied to billfish have also been contentious as there is a considerable recreational and sport fishing catch which is not subject to the same restrictions as the commercial fishery. Developing harvest strategies has also proved challenging for species or stocks that straddle State and federal jurisdictional boundaries, such as school whiting (Silago flindersi), and this has also been the case for a number of State managed species such as southern rock lobster. Without doubt, the biggest challenges to implementing harvest strategies were presented by fisheries that were lower value, data poor, sporadic, or extremely variable (Smith et al., 2009). These included a very diverse range of fisheries and species, such as scallops, squid, and hand collection fisheries for tropical fish (the latter including up to 500 “target” species). Each fishery presented its own challenges, and the harvest strategies developed were in turn very diverse in nature (Dowling et al., 2008, 2012). Several harvest strategies for low value fisheries make use of catch triggers 198 A. D. M. Smith et al. Figure 2. The percentage of species or stocks by status categories from 2004 to 2011 (data sourced from ABARES, 2012). Overfished refers to stocks below the limit biomass reference level and overfishing refers to fishing mortality rates above limits. Uncertain refers to species where information is insufficient to assign status. The numbers at the top of each bar represent the total number of stocks considered each year. Figure 3. The percentage of stocks assessed as either overfished or subject to overfishing out of the total number of stocks whose status was not uncertain. that initiate additional monitoring and assessment if they are exceeded. This approach requires that catches below the trigger level are considered biologically acceptable based on the information available, and a judgement about the appropriate trigger catch level beyond which biological concern could significantly increase. This approach allows low cost strategies to be maintained for low value fisheries, while providing a clear means of increasing the rigor of assessment if the fishery shows signs of developing further (Dowling et al., 2008). An important part of the process of developing and implementing harvest strategies in Commonwealth fisheries is to ensure that the strategies adopted are compliant with the intent of the policy. This is particularly important as the policy itself does not prescribe the form of the decision rules. However, the policy does prescribe very clear quantitative targets and limits, as well as acceptable levels of risk for breaching those limits. These in turn provide clear criteria for undertaking formal testing of prospective harvest strategies using MSE, even for fisheries or species where formal stock assessments are not available. MSE testing has been undertaken for a range of the fisheries and species that are managed by AFMA, including well before the implementation of the HSP (Polacheck et al., 1999; Punt and Smith, 1999; Punt et al., 2001; Tuck et al., 2001; Dichmont et al., 2006a, b, c; Smith et al., 2009; Wayte and Klaer, 2010; Little et al., 2011). Recognizing the problem posed by data-poor species (Smith et al., 2009), the federal government provided additional funding to improve stock assessments for an array of such species. The objective of this work was to reduce the number of stocks classified as uncertain in the annual Fishery Status Reports (ABARES, 2012). This entailed developing defensible means of characterizing some of the more complex data-poor fisheries to determine their expected impacts. This included examples such as the Coral Sea Aquarium trade fishery, which captures relatively small numbers of individuals from up to 500 species; clearly, such fisheries are not amenable to standard assessment techniques, although there are catch triggers that lead to management action already in place (Dowling et al., 2008). An ERA (Hobday et al., 2011) approach was not considered appropriate for this clearly targeted fishery, so a weight of evidence approach that considers a range of qualitative and quantitative indicators was established as a means of addressing such difficulties, with emphasis placed on documenting the key evidence used in any argument behind a specific determination (Krimsky, 2005). This approach has been used since 2010 in the Coral Sea for a variety of species that are difficult to assess using more conventional methods (ABARES, 2012). In addition to the characterization of specific fisheries, further MSE testing of data-poor harvest strategies was undertaken. Five Commonwealth fisheries were considered: the Bass Strait scallop fishery (Haddon, 2011), the Coral Sea and Torres Strait sea cucumber fisheries (Plagányi et al., 2011a, b, 2012), the North West Slope trawl fishery (Dowling, 2011), and some data-poor species assessment methods of potential use in the SESSF (Klaer and Wayte, 2011; Klaer et al., 2012). Each of these was either data poor, lacked consistent targets, was spatially complex, or was extremely variable 199 Implementing harvest strategies in Australia in abundance and recruitment. Always MSE simulation frameworks were developed and the harvest strategies currently used were found to be effective at achieving the intent of the HSP, although assumptions and limitations were also discovered. These limitations often related to the proxies used with the data-poor species and highly variable species, involving estimates of stock status using measures other than estimates of spawning biomass. Again, a weight of evidence approach was used with emphasis on documenting the arguments and evidence for a particular proxy meeting the intent of the HSP. For example, proxies relating to spatial distribution or regularity in fishing were identified as indirect proxies for biomass abundance and fishing mortality. Although the Commonwealth took the lead in developing a general policy on harvest strategies and implementing it across all its managed fisheries, several States have also implemented formal harvest strategies in many key commercial fisheries. At the State level, the experience has been similar, in that those fisheries that have implemented formal harvest strategies have tended to be the higher value fisheries with a history of quantitative assessment and active management, such as the rock lobster fisheries. The biggest challenges at the State level have also been similar to those experienced in the Commonwealth, particularly for the vast number of smaller scale coastal fisheries, which include a diversity of commercial, recreational, traditional, and customary fisheries. A large number of these fisheries could be characterized as data poor, tend not to have formal stock assessments, and have not adopted formal harvest strategies. For these fisheries, empirical harvest strategy approaches offer potential cost-effective solutions (Sloan et al., 2013). Early examples of harvest strategy development at the State level include the South Australian sardine fishery (PIRSA, 2005) and the spanner crab fishery in Queensland (Dichmont and Brown, 2010), but more recent examples include the Western Australian western rock lobster fishery (Reid et al., 2013), and the South Australian southern rock lobster fisheries (PIRSA, 2005, 2012; Punt et al. 2012). South Australia has embarked on a process of implementing harvest strategies for all its major commercial fisheries and currently has formal harvest strategies (both empirical and model based) in place for southern rock lobster, abalone, sardine, blue crab, western king prawns, and pipi. Harvest strategies are also under development for small-scale multispecies finfish fisheries. In South Australia, these harvest strategies are implemented in formal management plans mandated by the South Australian Fisheries Management Act 2007. A number of State jurisdictions are also in the process of developing overarching harvest strategy policies. An assessment of the extent to which harvest strategies have been implemented in Australian State and Commonwealth managed fisheries is provided in Sloan et al. (2013). Outstanding issues Although much has been achieved in implementing harvests strategies in Australia, particularly in Commonwealth managed fisheries, many challenges remain. These include questions about the scope and content of the Commonwealth policy, issues and costs associated with practical implementation, and integration with broader aspects of fisheries management. Scope Usually, there are only a few higher value species that are important economic drivers in a fishery, influencing much of the fishers’ behaviour and business decisions, including targeting, quota trading and leasing, and longer term investment strategies. In the SESSF, for example, 95% of the value of the catch is derived from only 20 of the more than 100 commercially marketed species (ABARES, 2012). In turn, these 100 retained species are a subset of the more than 400 species that may be captured over the course of a fishing season. Currently, the HSP only applies to “key commercial species”, but there are no clear rules for determining which species fall into this category, or how species could transition in and out of scope. Furthermore, these key species can change over time through changing markets and targeting practices. There is current consideration of broadening the scope of the HSP to include all commercially retained species rather than just the “key commercial species”. This will require careful consideration to avoid the outstanding issues with the implementation of harvest strategies identified below and the potential cost issues associated with their application to a greater number of species. The cost implications of the HSP are discussed in more detail below. Practical implementation A key feature of the Commonwealth policy is the clear identification of quantitative target and LRPs. These are currently expressed as biomass targets and limits, although alternatives (such as fishing mortality rates) and proxies are allowed under the policy, provided they can be shown to be consistent with the intent of the policy. To assess fishery performance against these reference points, and implement the harvest strategy, requires quantitative assessments of stock/fishery status expressed as either biomass, fishing mortality rate, or agreed proxies. This in turn requires monitoring and analysis of data for all the species to which the HSP applies. Issues specific to the MEY target include short-term fluctuations in costs (particularly fuel) and the value of the Australian dollar (prawns are mainly exported) that can substantially change the target levels, aside from any longer term changes in productivity that could also alter targets. A dynamic MEY target, involving annual recalculation of an economically optimal trajectory, is currently applied to only one fishery (the NPF), while equilibrium MEY models are applied for some SESSF species, and default proxies are used for a number of other species. Although the HSP allows the use of proxies for the target and LRPs, development of the proxies and quantitative assessment of stocks against such biomass/mortality proxies has been difficult even for relatively data-rich species. The development of MEY proxies for data-poor fisheries is currently the subject of investigation. Data-poor fisheries remain a substantial challenge to implementing harvest strategies. This is also true for the vast number of small-scale State managed commercial fisheries and recreational fisheries. Although formal harvest strategies have been developed for all AFMA’s fisheries, including a set of data-poor fisheries (Dowling et al., 2008; Smith et al., 2009), the costs associated with monitoring, assessment, and reporting remain a substantial challenge for many of these fisheries. There is an underlying “catch cost risk” (CCR) trade-off for these fisheries (Sainsbury, 2005; Dowling et al., 2013), where risks can remain low at very low catch levels with monitoring and management costs also kept low. Increases in catches would then trigger increases in monitoring and assessment costs to maintain risk at acceptable levels. However, there remains a basic problem of identifying the minimum information requirements to allow any reasonable assessment of risk to ensure consistency with the policy (Dichmont et al., 2012). Development of harvest strategies for data-poor fisheries has also been the subject of more general investigation (Dowling et al., 2012). 200 The CCR trade-off does not just apply to low value or data-poor fisheries. The South Australian sardine fishery is an example of a valuable data-rich fishery where the harvest strategy maintains exploitation levels well below conventional target levels, both to manage risk to the fish stock and the ecosystem and also to keep monitoring requirements and costs at manageable levels. The risk criterion in the HSP can be thought of as a practical and quantitative expression of the precautionary approach. This is given effect through each harvest strategy such that catches are lower where uncertainty is higher. In the SESSF, which uses a tiered approach to harvest strategies with higher uncertainty about stock status at higher tiers (Smith et al., 2008), there has been considerable debate about the application of precaution where assessment methods are more uncertain (at higher tiers). Discount factors that reduce TACs at higher tier levels have been proposed and implemented to give effect to this precaution and to attempt to ensure risk equivalence across tiers. However, there is a gap between the theory and its practical implementation and determining appropriate discount factors requires detailed simulation testing. Fay et al. (2012) demonstrated that the relative risks between tiers can be greatly affected by what appear small details in the different harvest control rules at each tier. These authors showed that the level of precaution introduced by a discount factor (and other mechanisms) to achieve risk equivalence with a Tier 1 harvest strategy (based on a full quantitative stock assessment) depended on the species’ biology and its current depletion level. Another challenge is the application of multiyear TACs in those fisheries where they can be implemented. Multiyear TACs are attractive because they increase certainty and decrease assessment costs. However, multiyear TACs and the various means by which they have been and are being implemented have not yet been subject to formal management strategy evaluation. In general, multiyear TACs would require a “discount” of some level of catch to balance the greater risk associated with less frequent review and adjustment. There are obvious risks of stock depletion if the multiyear TACs are set too high. On the other hand, if the multiyear TACs are set too low, there may be lost economic opportunities, so the CCR trade-off requires careful consideration. There has been debate about the selection and application of LRPs, with concerns raised that a limit at half BMSY can be at very low biomass levels for some stocks. There is a suggestion under current consideration in the HSP review to decouple the LRP from BMSY and instead to set a minimum LRP at 20% of average unfished biomass (which happens to correspond to the current default LRP). Identifying reference points for highly fluctuating species and applying the 10% risk criterion has also been problematic for some species, where the risk criterion can be breached even in the absence of fishing. An issue not yet addressed is how to take into account the impacts of spatial closures in determining target and LRPs. This is of increasing importance with the recent declaration of a large network of marine reserves covering more than 10% of Australia’s EEZ, with some regional coverage being much higher. In multispecies fisheries, the HSP supposes an economic target of MEY for an entire fishery—not just individual species within that fishery. Where bioeconomic models are currently used, at best they consider only two to three species and there are questions about the capacity or resources required to apply bioeconomic models to all the commercial species in a fishery. The current policy recognizes that for multispecies fisheries, it may be impossible to achieve target reference points for all species in all fishing years. Fishers can usually “target” to some degree through fishing A. D. M. Smith et al. different areas and depths, seasons, times of day, and by modifying gear. Studies in the NPF indicate that, while fishers can target to some extent, their ability is limited and all catches will contain a mix of species (Pascoe et al., 2010). In quota-based fisheries, this is problematic as the species mix in catches may not necessarily match the mix in combined TACs or in quota holdings (Chu, 2009; Klaer and Smith, 2012). Under the current policy, it is acknowledged that the biomass of some species in a multispecies fishery might be maintained below BMEY but all must be maintained above BLIM. Integrated management The current HSP relies mainly on setting appropriate catch limits, but there are many fisheries in which relatively complex sets of input controls also operate in an attempt to achieve broader aspects of sustainability. In particular, there are increasing numbers of marine areas closed to fishing, often to protect juveniles, depleted or recovering species, bycatch species, or biodiversity more generally. However, the interactions between such spatial management, stock assessment, and harvest strategies are poorly understood and there is often limited monitoring in closed areas. This can complicate fishery assessment and subsequent management. At present, the behaviour of current harvest strategies under spatial management is not well understood in this new management context, and in some cases, it is unclear whether the harvest strategies that apply in the areas accessible to fishing are still appropriate. Environmental and conservation issues also intersect in application of the HSP. Species other than “key commercial species”— including by-product, bycatch, and protected species—are managed under a Commonwealth Bycatch Policy with individual work plans for each fishery. A tiered system of qualitative, semiquantitative, and fully quantitative ERAs are undertaken for each fishery (Hobday et al., 2011) and high-risk species are prioritized for management response in the work plans. The HSP refers to “key commercial species” and there was concern that a number of minor commercial fisheries were not addressed by either policy. A key issue is that there is a significant difference in the extensive data and information available for the “key” commercial species compared with the generally poor information available for “other” commercial species and bycatch species. Application of the quantitative requirements of the HSP will need to be carefully considered if the scope is broadened to include all commercial species. There are already formal linkages between the HSP and environmental legislation, such that commercial species can be considered for threatened species listing where stock levels fall below 75% of limit reference levels (DAFF, 2007). Several commercial species (orange roughy, eastern gemfish, school shark) have been listed as “conservation dependent” under this legislation (the category of listing of least concern). This has required the formal development of rebuilding plans for these species. There are also inconsistencies between fisheries and environmental legislation. Under the criteria applied in the environmental legislation, there is potential for a commercial fish stock managed under the HSP to be nominated as conservation dependent if it declines below 60% of the pre-fishing biomass. For most commercial species, BMEY occurs below this level, and rarely above it. Even for species where BMEY is close to or above 60% of unfished levels, stocks would be expected to fluctuate below their targets 50% of the time, and potentially be “exposed” to conservation listing. An issue not yet addressed is the process for de-listing conservation-dependent species, the transition process back to 201 Implementing harvest strategies in Australia management under a harvest strategy, and the stock levels at which targeted fishing could resume. Another emerging environmental issue concerns the appropriate targets for commercial species that also have an important ecological role in the ecosystem. Low trophic level species such as sardines are of particular note here, with several recent studies identifying the need for more conservative targets for some of these species (Smith et al., 2011; Pikitch et al., 2012). Costs of implementing and maintaining harvest strategies An emerging challenge at both the Commonwealth and State level is the relatively high cost of harvest strategies that are based on quantitative stock assessments. This cost is becoming increasingly difficult to meet in the economic context of Australian fisheries, where in many jurisdictions, the attributable costs of fisheries management are recovered from the fishing industry. The result is a greater emphasis on multiyear TACs where quota management and assessment-based harvest strategies are used, although this should lead to lower average TACs to account for the greater risk with less frequent assessments, and an increasing reliance on the relatively data-poor tiers of assessment and on empirical harvest strategies (those whose inputs are direct observations from the fishery, such as commercial catch rates). Discussion Australia’s Commonwealth HSP has now been applied successfully for 5 years to a very broad range of species and fisheries. It was envisaged that the policy would be reviewed after 5 years of application, and this review is currently under way (DAFF, 2012). The review is running in parallel with a review of the Commonwealth Bycatch Policy, and a broader review of the administration of Commonwealth fisheries has just been completed (Borthwick, 2012). During the review of the HSP, the publicly available submissions were almost unanimously supportive of the continued adoption of harvest strategies. The HSP was brought in at a time when there were concerns about overfishing and fleet overcapacity, and when the economic performance of most fisheries was in decline. Five years on, the proportion of federally managed stocks subject to overfishing has been reduced (ABARES, 2012), while the proportion of stocks of uncertain status has also declined. The economic status of most fisheries has also improved (Vieira et al., 2010; ABARES, 2012). This suggests that the adoption of harvest strategies has improved both the biological and economic performance of these fisheries. There have been further, less easily quantified benefits of adopting harvest strategies, including increased certainty for all stakeholders in decisionmaking processes. While providing advice on TACs still involves a process of stakeholder engagement, the adoption of harvest strategies and particularly of agreed decision rules has greatly reduced both the time and the degree of contention in the process. Against these benefits, the costs of implementing the HSP need to be considered. First, there was a big up-front cost in developing and implementing fishery-specific harvest strategies for a wide range of types of fishery and a considerable number of fisheries in a relatively short space of time. As well as the money to support restructuring (A$220 million), the federal government provided additional funds to support the scientific process to design, where possible test, and then implement the harvest strategies. This additional funding was provided over 3 years and amounted to several millions of dollars. Additional funds of a comparable amount have been allocated to reducing the uncertainty in assessments, particularly in data-poor fisheries, and to undertake additional MSE analyses where these were still required. Apart from these up-front costs, there have been additional ongoing costs associated with additional monitoring and assessment to support the HSP. However, many of the costs of monitoring and assessment were born before implementation of the HSP, associated with providing scientific advice for fishery management. The additional costs have come mainly from the need for ongoing adjustments in harvest strategies as issues or problems have come to light during practical implementation. Many of these issues have been discussed above in the section describing outstanding issues and practical implementation. There has also been a social cost to the implementation of the structural adjustment and HSP which has seen major changes to many coastal fishing communities and families. This was partly offset by funds to allow offshore and onshore businesses to adjust to the changed management environment. Apart from the costs associated with ongoing adjustments, funds will be needed to implement periodic major reviews and re-setting of policy in the light of experience, as is happening currently. The success of adopting harvest strategies in the Commonwealth jurisdiction has led to increased interest and adoption among the States. Several States are in the process of developing harvest strategy policies and adopting formal harvest strategies across many of their fisheries. A set of national guidelines has just been completed to promote consistent harvest strategy development across all jurisdictions (the States and Commonwealth) and to build on the successful foundation established by the Commonwealth HSP (Sloan et al., 2013). One of the primary lessons learned to date is the need for a clear policy that nevertheless allows flexibility in adoption, implementation, and review of harvest strategies at the individual fishery level. The use of management strategy evaluation in developing and testing prospective strategies has also been widely practised. Notwithstanding the problems and challenges faced in implementing formal harvest strategies in all Commonwealth fisheries and many State fisheries, and the costs involved, the consensus from managers, fishers, and scientists is that it has been a worthwhile endeavour. After all, most of the challenges discussed here, including the difficulty of adjusting for spatial management, the multispecies challenges, and the high cost of monitoring and assessment, do not arise specifically from the harvest strategy approach per se, but are generic to good fisheries management. Adopting a harvest strategy is likely to deliver better outcomes than the “free-range” and reactive management alternative, or giving up on attempts to manage fisheries altogether. Acknowledgements Implementation of the Commonwealth harvest strategy policy has involved a lot of work from a large number of managers, fishers, and researchers. In particular, much of the detailed development occurred through the Resource Assessment Groups that AFMA uses for each of its main fisheries and we acknowledge the work of these groups. Similar efforts have been made by similarly constituted groups in State fisheries. Rich Hillary, Geoff Tuck, Cathy Dichmont, and Neil Klaer are thanked for comments on an earlier version of the manuscript. The paper also benefited from comments from two anonymous referees. References ABARES. 2012. Fishery Status Reports 2011. Ed. by J. Woodhams, S. Vieira, and I. Stobutzki. 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