Commercial vs. survey data in length-based stock assessment: insights from Turkish crayfish fisheries
In length-based stock assessments for data-poor fisheries, commercial fishing data is often used due to its cost-effectiveness and accessibility. However, factors such as gear selectivity, seasonal closures, minimum conservation reference size (MCRS) regulations, and market-driven harvesting practices can render commercial catch data unrepresentative of the true population structure. Reliance on such data without correction or complementary sampling may lead to biased stock assessments, undermining effective fisheries management. This study investigates how length data from commercial fisheries and experimental sampling influence the estimation of biological reference points (BRPs) and explores differences in catch compositions between these data sources. Between June 2021 and May 2022, a study was conducted at Lake Eğirdir (Isparta, Türkiye), involving 10 different stations. A total of 400 fyke nets were deployed, consisting of 200 experimental and 200 commercial ones. The experimental fyke nets had a stretched mesh size of 18 mm, while the commercial ones had a mesh size of 34 mm. These nets were evenly distributed, with 40 nets at each station. TropFishR package was used for estimating of the life history parameters and stock assessment. The comparison of catch composition was performed using “Length-dependent catch comparison” and “catch ratio” analyses through the SELNET program. As a result, it has been determined that, due to the potential size selectivity feature, the commercial fyke net is unsuccessful in catching small-sized individuals (<4 cm carapace length), while the experimental fyke net is unsuccessful in catching advanced-sized crayfish (>6.5 cm carapace length). The estimated BRPs showed significant differences depending on the data source, and there were also differences of up to 56% in the recommended total allowable catch (TAC) amounts. As a result, it is considered that relying solely on commercial or experimental fyke nets for crayfish may be misleading, and it would be more appropriate to use both for successful sampling and stock assessment.
- Research Article
46
- 10.1016/j.icesjms.2005.03.003
- Jan 1, 2005
- ICES Journal of Marine Science
Currently standard fish stock biomass estimates are based most directly on commercial catch-at-age data. The main contribution made by research-vessel trawl survey data to the stock assessment process is to “tune” trends in the commercial data and provide estimates of incoming year-class strength. In this process much of the information contained with the survey data (e.g. spatial detail) is lost because the data are first aggregated into numbers-at-age indices for given areas. Another problem is that increasingly restrictive total allowable catches (TACs) imposed on the fishing industry have led to what is suspected to be widespread misreporting, i.e. the scientists do not know how many fish have been landed. This leads to negative biases in the catch data, low stock abundance estimates by scientists, even lower TACs, followed by even more misreporting. One potential way to escape this downward spiral is to explore scientific trawl survey data in more detail since trawl surveys are more straightforward to regulate. Traditionally, there has been resistance to this idea since, in comparison to commercial catch-at-age data, trawl survey data are very sparse in space and time. In this study, the potential for using trawl survey data independently in stock assessments is explored for the case of ICES Area VIa haddock, using two different tools. Findings suggest that it is possible to get qualitatively useful information from trawl survey data alone as well as quantitative, spatially resolved, estimates of fish abundance by making simple swept-area assumptions. In addition, interesting differences between survey and commercial data are highlighted by the study. The mean age of fish reported by the commercial fleet, for example, is higher than that reflected by the survey data, while fishing mortality estimates tend to be higher when estimated from survey data alone.
- Research Article
6
- 10.1016/s0165-7836(96)00528-0
- Feb 1, 1997
- Fisheries Research
The role of uncertainty in fish stock assessment and management: A case study of the Spanish mackerel, Scomberomorus maculatus, in the US Gulf of Mexico
- Research Article
12
- 10.1016/s1054-3139(03)00094-8
- Jan 1, 2003
- ICES Journal of Marine Science
Big changes occurred in the Eastern Baltic cod biomass and catches in the 1976–1997 period. At present, the Eastern Baltic cod stock spawning biomass (SSB) and catches are approximately five times lower than their highest ever recorded levels observed in the middle of the 1980s. The reasons for the stock decline, namely low recruitment and high fishing mortality, are widely known and well described in the literature. Throughout the whole period, the International Council for the Exploration of the Sea (ICES) made scientific recommendations regarding the exploitation level of the cod stock. The ICES presented and analysed different management strategies based on fishing mortalities which corresponded to biological reference points (BRP) and also recommended total allowable catches (TACs) for cod, taking into account the sustainability of cod resources. In fact, in most years the TAC established by the International Baltic Sea Fisheries Commission (IBSFC) and cod catches (observed exploitation) exceeded the ICES-recommended TAC and thus their scientific advice was neither taken into account by the IBSFC nor by fishermen. This paper evaluates: (1) the would-be state of the Eastern Baltic cod stock if it had been exploited according to ICES-recommended TAC levels, as compared with observed stock exploitation; and (2) the potential effects of management using fishing mortality rates which correspond to BRP on SSB estimates and catch levels, as compared with observed stock exploitation. It is concluded that if ICES advice had been followed, the cumulative cod catches in the 1976–1997 period would have been the same as those observed, but the stock biomass would have been much higher and at a safe level (SSB above 240 000 t). Furthermore, from the comparative analysis of different management strategies based on BRP and the observed strategy, it appears that other management strategies could have been applied which would have produced a higher biomass and greater cumulative catch numbers than those observed.
- Research Article
- 10.1093/icesjms/fsaf135
- Aug 6, 2025
- ICES Journal of Marine Science
Advice on fishing opportunities is based on stock assessment models. Modern stock assessment frameworks are designed to account for uncertainty in model parameters. However, some parameters are often fixed at specific values and assumed to be known precisely. Paradoxically, these fixed values often relate to parameters we understand the least—such as the natural mortality rate. For example, in the assessment of Norwegian Spring-Spawning Herring, the natural mortality rate is assumed to be exactly 0.9 for age 2 fish and 0.15 for older fish. In this study, we investigate how sensitive the assessment results—and, more specifically, the resulting fishing quotas (total allowable catch, TAC)—are to assumptions regarding natural mortality and maturity-at-age for both Norwegian Spring-Spawning Herring and North-East Arctic Cod. The assessment models for both stocks are formulated within the SAM framework. Furthermore, we explore a simple approach for adjusting harvest control rules that seeks to preserve the TACs when fundamental fixed assumptions are altered. Our intention is that this serves as an exploratory tool to investigate sensitivity to new assumptions, and is not intended to replace a more formal process for defining new biological reference points and harvest control rules. The results indicate that, under the current harvest control rules, the TACs for both herring and cod may be sensitive to assumptions regarding natural mortality rates and maturity-at-age. For herring, sensitivity to natural mortality is significantly greater than is reflected by the estimation uncertainty in model parameters. However, when basic assumptions are changed, it is also natural to consider corresponding adjustments to the harvest control rules. Our proposed simple adjustments to the control rules reduce sensitivity to these assumptions in many cases, though not in all.
- Research Article
- 10.1007/s10750-025-06076-w
- Dec 23, 2025
- Hydrobiologia
In this study, the size selectivity of traditional fyke nets employed in the European eel (Anguilla anguilla) fishery—a species whose natural stock has significantly declined due to predominantly anthropogenic pressures—was estimated, and the effects of specific modifications on this size selectivity were investigated. Fishing trials were conducted monthly from October 2023 to September 2024 in Bafa Lake (Aydın, Türkiye), a significant eel fishing centre in the country. The covered codend technique was employed to estimate length selectivity. This study investigated the effects on size selectivity of both varying mesh sizes (five experimental groups) and grids with different shapes and mesh sizes (eight experimental groups). For the traditional fyke net rigged with 32-mm diamond mesh, the L50 (average length at 50% retention probability) was estimated to be below the Minimum Conservation Reference Size (MCRS), and the discard rate was estimated at 27.25%. Increases in both codend mesh size and grid openings resulted in an increase in L50 length and a decrease in discard rate; however, these changes also led to economic losses. The use of 40-mm diamond mesh in the codend increased the L50 length of the catch to 48.32 cm and reduced the discard rate to 4.96%. In this context, considering a 50 cm MCRS, it is recommended that the mesh size of fyke nets used in eel fisheries in Türkiye should be above 40 mm. The placement of rectangular mesh grids with dimensions of 33 × 40 mm (width x height) or hexagonal mesh grids with a side length of 27 mm (54 mm diagonal) at the entrance of the fyke net could prevent 40% of the silver eels in Bafa Lake from entering the net.
- Research Article
171
- 10.1111/j.1467-2979.2008.00294.x
- Feb 18, 2009
- Fish and Fisheries
Published papers were reviewed to assess ecosystem impacts of individual transferable quotas (ITQs) and other dedicated access systems. Under ITQs, quota shares increase with higher abundance levels, thus fishers may request lower total allowable catches (TACs) and pay for monitoring and research that improves fishery sustainability. Mortality on target species generally declines because catches are closer to TACs and because ghost fishing through lost and abandoned gear decreases. High‐grading and discarding often decline, but may increase if landings (and not catches) count against ITQs and when there is little at‐sea enforcement. Overall, ITQs positively impact target species, although collapses can occur if TACs are set too high or if catches are routinely allowed to exceed TACs. Fishing pressure may increase on non‐ITQ species because of spillover from ITQ fisheries, and in cases where fishers anticipate that future ITQ allocations will be based on catch history and therefore increase their current catches. Ecosystem and habitat impacts of ITQs were only sparsely covered in the literature and were difficult to assess: ITQs often lead to changes in total fishing effort (both positive and negative), spatial shifts in effort, and fishing gear modifications. Stock assessments may be complicated by changes in the relationship between catch per unit effort, and abundance, but ITQ participants will often assist in improving data collection and stock assessments. Overall, ITQs have largely positive effects on target species, but mixed or unknown effects on non‐target fisheries and the overall ecosystem. Favourable outcomes were linked to sustainable TACs and effective enforcement.
- Research Article
9
- 10.1007/s11160-019-09581-z
- Sep 18, 2019
- Reviews in Fish Biology and Fisheries
Since 2015, the European Union gradually implemented the landing obligation (LO). This prohibits at-sea discarding of species under total allowable catch management. Spatiotemporal avoidance strategies and increasing fishing gear selectivity are two complementary levers that could help fishers in reducing the amount of discards. The objective of this paper is to analyse discarding practices of demersal mixed fisheries in the central part of the Celtic Sea to inform on potential spatial avoidance strategies of unwanted catches in a multi-species context. This study provides the first international and fine scale discard maps based on combined observer at-sea data from Ireland, France and the UK, the main countries fishing in the area. Using a suite of multivariate analyses, we identified areas with similar discard profiles, accounting for the multi-species nature of the fisheries. The maps were also derived separately for the three countries to examine national versus general patterns. Strong spatial segregation in effort between the countries, combined with nationally distinct quotas constraints, fisheries targets and market preferences, resulted in limited differences in the species composition of discards, but considerable differences in spatial discard patterns between countries. In theory, the maps based on discards below and above the minimum conservation reference size could inform fishers on areas to avoid but in practice, the spatial ubiquity of some species involved and strong technical interactions between fishing gears limit the possibility of avoiding discards. Some species trade-offs could be identified that might help to minimize adverse impacts of the implementation of the LO.
- Dissertation
- 10.23860/diss-2211
- Jan 1, 2007
The first manuscript examines the status and trends of the current Korean fisheries management regime. Specifically, this paper describes the Korean conventional fisheries management regime and discusses its problems and limitations. In describing policy evolution, I find reasons why the Korean government has chosen a TAC system, an output control approach, besides input control approaches which have been in force for almost a century. Also described is evolution of the Korean TAC system, which plays a pivotal role in Korean fisheries development. Finally, I give a perspective on expanding the Korean TAC system toward Output Control Systems. This second manuscript contains a Total Allowable Catch assessment model for a single species and multiple gears that is an improvement on single species and single gear TAC assessment. A case study is included for a hairtail species caught mainly by the Korean pair and large otter trawls. A surplus production model based on the exponential growth model is used to estimate biological reference points, including maximum sustainable yield and acceptable biological catch. Fishing efforts for the two gears are standardized and used in a general linear model. The Fox bioeconomic model is then used to estimate an economic reference point, including maximum economic yield. Finally, comparing this approach to the common TAC assessment model, the paper suggests a new TAC assessment model for the single species and the multiple gears. This third manuscript provides a theoretical approach to the New Zealand's Catch-Balancing Regime with a reporting requirement under the Individual Transferable Quota system. The enforcement strategy depicted draws on recent literature regarding practical applications of the Revelation Principle. New Zealand's use of CBR-specific instruments such as deemed values, remains to be improved. However, some of its features can constitute a valuable example for regulators seeking to improve their methods of dealing with issues as bycatch or overfishing in order to maintain Total Allowable Catch levels under emerging ITQ systems. The enforcement strategy analyzed has the potential to provide a more sustainable and efficient management of the fish stock, reduce discarding and stabilize monitoring costs, while improving the level of reporting compliance.
- Research Article
37
- 10.1093/icesjms/fsu121
- Jul 14, 2014
- ICES Journal of Marine Science
The western Baltic cod is one of the first fish stocks in Europe that, since 2013, includes recreational catches in stock assessment and fisheries management advice. In this paper, we investigate the sensitivity of the calculated commercial total allowable catch (TAC) to including recreational catches in stock assessment. Our results show that the most crucial aspect in terms of the impact on commercial TAC is the assumption on recreational catch dynamics relative to that of commercial fisheries used in forecast. The results were less sensitive to the information on the historical amount and age structure of recreational catch. Our study is intended to inform potential debates related to resource allocation between the commercial and recreational sectors and contribute to developing a general framework for incorporating recreational catches in fisheries management advice in ICES.
- Research Article
13
- 10.2989/025776102784528709
- Jun 1, 2002
- South African Journal of Marine Science
Of the southern African intertidal and shallow subtidal trochid and turbinid gastropods, Turbo sarmaticus, T. cidaris and Oxystele sinensis, are the most abundant large species, and therefore obvious targets for a winkle fishery. T. sarmaticus is harvested by recreational snorkel divers, and an application has been made for a permit to experimentally harvest the other two species commercially. This study involves four major aspects, namely morphometrics and flesh yield, shore-based abundance estimates, subtidal abundance estimates, and an estimate of the potential yield for each of the three species off the South-Western Cape, South Africa. Abundance and biomass of the winkles increased from west to east, highest densities being recorded in the low intertidal regions to 2 m depth. Low biomasses of the three species were recorded west of Cape Hangklip and are unlikely to support a fishery there. East of Cape Hangklip, invasion of rock lobsters Jasus lalandii has had a considerable impact on T. cidaris and O. sinensis populations. Consequently, a boat-based fishery with an estimated annual total allowable catch of 75.5 tons for T. cidaris, with a bycatch of 9.9 tons for O. sinensis, can only be considered in the easternmost fisheries-management area between Kleinbaai and Quoin Point. Because previous studies on the harvesting potential of T. sarmaticus off the Western Cape concluded that it was not commercially sustainable, a total allowable catch for that species was not considered. Management options deserving considerations before the commencement of a giant winkle fishery are discussed. Keywords: COMMERCIAL EXPLOITATIONOXYSTELE SINENSISSTOCK ASSESSMENTTURBO CIDARISTURBO SARMATICUSYIELD
- Research Article
67
- 10.1016/j.seares.2006.09.003
- Oct 25, 2006
- Journal of Sea Research
Sustainable use of flatfish resources: Addressing the credibility crisis in mixed fisheries management
- Research Article
11
- 10.1111/faf.12453
- Mar 4, 2020
- Fish and Fisheries
Stock assessments are often used to provide management advice, such as a total allowable catch (TAC), to fishery managers. Many stocks are not assessed annually, and the TAC from the previous assessment is often maintained in years between assessments. We developed two interim management procedures (MPs) that update the estimate of current vulnerable biomass from a surveyed index of abundance to adjust the TAC from a previous assessment. These MPs differ in how they handle uncertainty in observed indices. Using closed‐loop simulation, we evaluated the two interim MPs (with 10‐ and 5‐year assessment intervals) against several “status quo” approaches: (1) an annual assessment, and (2) a stock assessment every 5 or 10 years with (a) fixed TACs or (b) projections between assessments. We evaluated performance across three life‐history types and six operating model scenarios. The interim MPs performed similarly to annual assessments in terms of trends in biomass and yield, regardless of the assessment interval of the interim MPs. The interim MPs often produced more yield than the Fixed TAC MP with 10‐year assessment intervals, for example, in depleted scenarios. The Fixed TAC MP performed more similarly to interim MPs when the assessment interval for the Fixed TAC MP was decreased to five years. The interim MPs can also perform well when circumstances arise that are not accounted for in the Projection MP. Our results show that interim MPs should be considered for infrequently assessed stocks or rebuilding stocks, and highlight potential cost savings of interim MPs over annual assessments.
- Research Article
106
- 10.1016/s1054-3139(03)00011-0
- Jan 1, 2003
- ICES Journal of Marine Science
Catch-at-age data are a crucial input to many stock assessments, so errors in age determination could have an adverse effect on the quality of the stock assessment and the scientific advice based on that assessment. The results of simulation studies presented in this study are intended to quantify the effects of age-reading errors on the perception of stock trends and short-term management advice. The study is based on Eastern Baltic cod, in which problems with consistent interpretation of otolith structures result in the catch-at-age data being particularly problematic. The results indicate a clear distinction between the performance of the assessment, and the performance of catch forecasts and advice based on that assessment. The ageing error affected the absolute level of estimates of fishing mortality and spawning stock biomass from stock assessments, although overall trends are similar, and general conclusions about the state of the stock are likely to be broadly correct. Greater problems arose in catch forecasts and advice, for which ageing error led to discrepancies between the required and the effective fishing mortality, and a general tendency for ageing error to lead to advice on Total Allowable Catch that would be too optimistic and, therefore, less effective for stock conservation.
- Research Article
117
- 10.3389/fmars.2017.00072
- Mar 16, 2017
- Frontiers in Marine Science
North East Atlantic and the Mediterranean Sea fisheries are governed by the European Common Fisheries Policy (CFP). Despite the fact that both areas are managed under the same broad fishery management system, a large discrepancy in management performance occurs, with recent considerable improvement of stock status witnessed in the North East Atlantic and a rapidly deteriorating situation in the Mediterranean Sea. The control of fishing effort combined with specific technical measures, such as gear regulation, establishment of a minimum conservation reference size and selective closure of areas and seasons, is the main management strategy adopted by Mediterranean Sea EU countries. On the other hand TAC (Total Allowable Catches) is the major regulatory mechanisms in the North East Atlantic. Here we analysed all available stock assessment and effort data for the most important commercial species and fleets in the Mediterranean Sea since 2003. The analysis shows that there is no apparent relationship between nominal effort and fishing mortality for all species. Fishing mortality has remained stable during the last decade, for most species, with a significant decline observed only for red mullet and giant red shrimp but an increase for sardine stocks. Also, current F is larger or much larger than FMSY for all species. Despite catch advice are produced by STECF each year, the realised catches have usually been much larger than the scientific advice. A recent analysis argued that this dichotomy might be due to several factors, such as the better enforcement of monitoring control and surveillance in North East Atlantic, the more complex socio-economic situation and the less effective management governance in the Mediterranean Sea. Here we argue instead that major reasons for the alarming situation of Mediterranean Sea stocks can be found in the ineffectiveness of the current effort system to control F, the continuous non-adherence to the scientific advice and inadequacies of existing national management plans as a key management measure. It is therefore undoubted that alternatives management measures as a TAC based system are necessary if Europe is willing to achieve the objectives of the CFP before 2020 in the Mediterranean Sea.
- News Article
- 10.1016/j.cub.2013.04.014
- May 1, 2013
- Current Biology
Frugal fishing at hand