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1.
Data collected from a longline fishery in the Indian Ocean were used to evaluate the performance of a deterministic habitat-based
standardization (detHBS) method for catch per unit effort (CPUE) standardization. The habitat preference indices of the yellowfin
tuna (Thunnus albacares) were estimated for different depth, temperature, and dissolved oxygen (DO) classes. The detHBS was applied for standardizing
the yellowfin tuna CPUE based on the habitat preference indices of the yellowfin tuna. Nominal CPUE and normalized nominal
CPUE were compared with the standardized CPUE and normalized standardized CPUE, respectively, using Wilcoxon tests. The results
showed that (1) there was significant difference between nominal CPUE and standardized CPUEs (p < 0.01); (2) there was no significant difference between normalized nominal CPUE and normalized standardized CPUEs estimated
using the data set of depth, temperature, and DO (p > 0.01). This study suggests that detHBS effectively improved the precision of CPUE standardization, and the depth data set
was the optimum data set in standardizing CPUE. 相似文献
2.
Indicators of abundance for American lobster (Homarus americanus) based on 8 years of trap catch rates (catch‐per‐unit‐effort, CPUE) were evaluated. Volunteer harvesters recorded count, sex and size of lobsters captured in standard traps on a daily basis during the fishing season in coastal Nova Scotia, Canada. We examined the extent to which standardised CPUEs of prerecruits predict the future catches of legal sizes and explored spatial patterns in the abundance of lobsters of different size and reproductive status. The standardised CPUE of prerecruits was correlated with legal size catches in only one of five areas examined. This area had a strong signal of incoming recruitment. Improving the capacity of prerecruit CPUE for predicting legal size catches several years later most likely lies with model incorporation of variables associated with catchability. The spatial distribution of catch rates showed that the area with the highest historical landings per unit area also had the highest relative abundance of prerecruits. The spatial distribution data point to further areas of research related to recruitment processes in lobster in coastal Nova Scotia. 相似文献
3.
We developed generalised additive models (GAMs) to estimate standardised time-series of population abundance indices for assessment purposes and to infer ecological and behavioural information on northern Benguela hakes, Merluccius capensis and M. paradoxus, using haul-by-haul commercial trawl catch-rate data as proxies for hake densities. The modelling indicated that individual ship identifiers should be used rather than general vessel characteristics, such as vessel size. The final models explained 79% and 68% of the variability in the commercial catch rates of M. capensis and M. paradoxus, respectively. The spatial density patterns were consistent and confirmed existing knowledge about these species in the northern Benguela system. Furthermore, seasonal migration patterns were described for the first time and were found to correspond to the known spawning areas and seasons for M. capensis and M. paradoxus. Spatial density patterns were validated using the geostatistical modelling results of fisheries-independent trawl survey data. Improved understanding of the relationships between fleet dynamics and fish movement can be achieved by taking into consideration the present catch-rate model and spatial and seasonal distribution maps. We conclude that the yearly standardised CPUE time-series are problematic as proxies for total stock abundance because of spatial coverage issues. Consequently, such CPUE data should not be used for stock-size assessments and fisheries advice concerning northern Benguela hakes until this is solved. We generally recommend the exclusion of standardised CPUE time-series from stock assessments when important and changing parts of the stock distribution cannot be targeted by the fishery, such as due to closed areas or seasons. 相似文献
4.
《Marine Policy》2017
The California Commercial Passenger Fishing Vessel (CPFV) fleet is unique in scale of operation, extensive fishing history, and economic impacts. The basses (Paralabrax sp.), which represent a principal target for the CPFV fleet, recently gained more stringent size limits and bag limits. The goal of this study was to conduct a survey of CPFV captains to assess perceptions regarding the status of two Paralabrax species, as well as the impacts of the new regulations. Catch and effort estimates were also obtained using CPFV logbook data to compare captains’ perceptions with actual changes in the fishery. The captains agreed that both species are vital to recreational fishing, and that the Barred Sand Bass stock is less healthy than Kelp Bass. Catch and effort analyses were consistent with this perception, with more dramatic declines in CPUE exhibited by Barred Sand Bass. The most experienced captains perceived the status of each species to be in a less healthy state than the less experienced captains, suggesting that shifting baselines are occurring. Most of the captains thought the increased minimum size limits had the greatest short-term impact on the fishing experience. The CPFV logbook data summaries support this assertion, but Kelp Bass CPUE showed a trend reversal. In contrast, Barred Sand Bass CPUE has precipitously declined, and spawning aggregations have been absent since 2013. The agreement between captains’ perceptions and logbook analyses strengthens the overall findings, and suggests captains are a valuable resource for informing fisheries management, especially in future studies with data-limited stocks. 相似文献
5.
基于随机森林的印度洋长鳍金枪鱼渔场预报 总被引：8，自引：1，他引：7
为了提高远洋渔场预报水平和满足渔业生产的需要,提出了一种基于随机森林建立印度洋长鳍金枪鱼(Thunnus alalunga)渔场预报模型的方法。选取2002-2009年各个月份印度洋5°×5°格点渔业环境和时空数据(包括海表温度、叶绿素a浓度、表温距平、叶绿素a浓度距平、海表温度梯度强度和海面高度异常等数据)作为预测变量,利用长鳍金枪鱼的CPUE(Catch per unit effort,单位:尾/千钩数)的三分位点将渔区划分为高CPUE、中等CPUE和低CPUE三种类型,作为响应变量,对数据进行训练。结果表明,当随机森林中决策树达到100以上时,袋外数据OOB(out-of-bag)的分类误差率趋于平稳。将训练得到的随机森林用于2010年印度洋长鳍金枪鱼分月渔场的预测,其概率等值面图与实际生产的渔场分布进行叠加比较,显示高CPUE渔场概率分布与实际渔场的位置及范围变化情况符合。通过ROC(Relative Operating Characteristic)分析,高CPUE、中等CPUE和低CPUE的AUC(Area Under ROC Curve)分别达到0.847、0.743和0.803,表明预测精度较高。最后对中等CPUE渔区预测精度相对较低的原因进行了分析。 相似文献
6.
《Marine Policy》2014
The Galapagos Islands are a prime example of a place where fishery management policies have been established without first understanding the behavior of fishermen. Since the creation of the Galapagos Marine Reserve in 1998, there has not been a single study in the archipelago that investigates fishing behavior and the factors affecting this behavior. This paper addresses this gap in the literature by describing and analyzing the decisions of the fishing fleet for the red spiny lobster fishery. It focuses on factors that affect the short-term decisions regarding both participation and intensity of participation in the lobster fishery. This paper finds that the fishing fleet in the Galapagos Islands behaves as profit maximizing firms, because they consider all the benefits and costs that affect both their participation decision as well as their decision about how frequently to be active after they have decided to participate. The results also show that there is a large latent effort in the lobster fisheries that could threaten the sustainability of any initiatives aimed at increasing catchability, prices, or markets. It is expected that this analysis will be valuable to policy makers when designing or improving the management plans for Galapagos fisheries. 相似文献
7.
《Marine Policy》2013
The western rock lobster (Panulirus cygnus) fishery has been facing significant economic pressure from increasing costs, lower prices as well as predicted reduced catches due to low recruitment. A maximum economic yield (MEY) assessment estimated the fishing effort that would maximise the net present value of profits over 2008/09–2013/14 was about 50%–70% reduction of 2007/08 effort. The assessment accounted for fixed vessel costs and the variable pot lift cost. An important component of this assessment was the use of puerulus settlement time series that provided a reliable predictor of recruitment to the fishery 3–4 years later. This can be contrasted to most MEY assessments that would use an average catch-effort relationship rather than taking into account the expected recruitment. This predictive ability has been particularly useful as there has been a period of unusually low puerulus settlements over the 5 years (2006/07–2010/11) including the lowest two settlements in the 40-year time series. Due to the low settlements, substantial management changes were implemented in 2008/09 and 2009/10 (44% and 73% reduction in nominal fishing effort, respectively compared to 2007/08) to maintain the breeding stock at sustainable levels by having a significant carryover of legal lobsters into future years of lower recruitment. These effort reductions provided a unique opportunity to assess the economic impact of a fishery moving to an MEY effort level over two years. The CPUE increased from 1.1 kg/pot lift in 2007/08 to 1.7 and 2.7 in 2008/09 and 2009/10, respectively. These CPUEs were much higher than the expected levels (1.2 and 1.1, respectively) if the 2007/08 effort had been maintained in these two years. The vessel numbers declined by 14% and 36% in 2008/09 and 2009/10, respectively, compared to 2007/08. The fishery profit increased by AUS$13 and 49 million for 2008/09 and 2009/10, respectively, compared to that estimated if the 2007/08 effort level had continued. This assessment demonstrates the economic benefits of fishing at a level close to that estimated for MEY under an input management regime. The management decision-rule framework is currently based on having the egg production above a threshold reference level to ensure sustainability and now a target reference point based on MEY principles is also being considered. 相似文献
8.
单位捕捞努力量渔获量(catch per unit effort, CPUE)常被假设与渔业资源量成正比而被应用于渔业资源评估与管理中,不同的环境模态下,所选取的空间分辨率对CPUE的标准化会产生影响,从而影响对该渔业资源丰度的评价。本研究运用广义加性模型(generalized additive model, GAM),对中国在北太平洋鱿钓渔业数据进行CPUE标准化。根据北太平洋环境的差异,以160°E为界将其划分为不同的环境模态。分别对两种模态下3种空间尺度(0.25°×0.25°、0.5°×0.5°、1°×1°)的名义CPUE进行标准化,得到各自的最适GAM模型。比较不同环境模态下,各因素对CPUE标准化产生的影响;相同环境模态下,不同空间尺度对CPUE标准化产生的影响。结果表明:不同环境模态下,对CPUE标准化产生影响的变量差异较大:160°E以西海域分别为年、纬度、SST以及交互项年与纬度、月与纬度;160°E以东海域分别为纬度、年与纬度的交互项、月与纬度的交互项。同一环境模态下,不同的空间尺度最适GAM模型对CPUE标准化结果不同,根据均方误差选取0.5°×0.5°和0.25°×0.25°分别为160°E东、西海域CPUE标准化的最适空间尺度。因此,在对北太平洋柔鱼(Ommastrephes bartramii)商业性渔获数据进行标准化时,需要考虑因不同的环境模态以及不同的空间尺度而导致的CPUE标准化所出现的差异。 相似文献
9.
我国在中西太平洋(Western and Central Pacific Ocean,WCPO)金枪鱼围网渔业作业的方式主要分为捕捞自由鱼群(free swimming school,FSC)和人工集鱼群(fish aggregation devices,FAD),镰状真鲨(Carcharhinus falciformis)是这两种作业方式中主要的兼捕鲨鱼。本研究根据2018—2019年我国围网渔业渔船在中西太平洋区域(15°S—15°N,140°E—180°E)共20个作业航次记录的渔捞日志,对FSC和FAD两种状态的捕捞作业下兼捕到的镰状真鲨渔获率、生存状态等进行比较分析,结果表明:(1) FAD作业相比FSC作业兼捕到的镰状真鲨分布范围更广,两种作业方式兼捕到的镰状真鲨单位捕捞努力量渔获(catch per unit effort,CPUE)主要分布区域均集中在基里巴斯和瑙鲁专属经济区;(2) FAD和FSC兼捕镰状真鲨CPUE出现较高月份均在5—9月,FAD兼捕镰状真鲨CPUE显著高于FSC (P 0.05);(3) FSC和FAD兼捕镰状真鲨的死亡率范围分别为0.00%～92.86%和20.26%～76.71%,经检验两种作业方式下镰状真鲨死亡率间无显著性差异(P 0.05)。研究结果有助于了解不同作业方式对鲨鱼兼捕的影响,以实现提高目标鱼种渔获率、降低鲨鱼兼捕率的目的。 相似文献
10.
A roving creel survey of the recreational shore fishery along the 16.4-km coastline in the Goukamma Marine Protected Area on the south coast of South Africa was conducted from 2009 to 2011. Some 838 patrols were stratified equally among months, areas and years, but intentionally biased towards weekends. Angler densities at Buffalo Bay and Groenvlei were 0.59 and 0.28 anglers km?1, respectively. Weekend densities were double to quadruple weekday densities and fishing during winter was more popular than during summer. Area, habitat and distance to access points explained variation in angler densities. Shannon–Wiener diversity in catches declined from 2.18 in an earlier (1993–2002) survey to 1.79. Although the order of species abundance in the catches remained largely unchanged, blacktail Diplodus capensis dominance increased to 57.3% by number, at the expense of galjoen Dichistius capensis. Habitat explained 27% of the variance in catch composition. The catch per unit effort (CPUE) for the top nine species ranged from 0.19 to 6.35 fish 100-h?1. The CPUE of all species, except spotted grunter Pomadasys commersonnii, declined. Blacktail and galjoen CPUE declined by 17% and 77%, respectively. The total catch estimate was 2 986 fish y?1. Transgressions of size limits were common. The results suggest that the fishery is overexploited and that catch rates are declining. 相似文献
11.
Cynoscion guatucupa Cuvier 1829 is a migratory pelagic fish species, which has a wide geographical distribution. It is the most important fishing resource for local communities in Bahía Blanca estuary and has been captured by artisanal fishermen since the 1900s. The industrial fleet has been fishing this species in the coastal area of Buenos Aires province since the 1950s, and, since 1970, landings have increased sharply. Between 2000 and 2004, the artisanal fishery in the estuarine waters of Bahía Blanca collapsed. Variations in total landings of the artisanal fleet might have arisen from the environmental variables within the estuary, fishing activity in the surrounding sea region, local pressure within the estuary and/or several other variables. Our results suggest that neither oceanographic parameters nor local pressure seem to have influenced the artisanal fishery of C. guatucupa in the estuarine region. Instead, this fishery seems to have been partially influenced by the increasing fishing pressure exerted by the industrial fishing fleet operating in open waters around the estuary. This study emphasizes the need to take into account fisheries data from both the estuarine environment and the surrounding sea region, particularly when designing management plans for the sustainable use of migrating fish resources. 相似文献
12.
长江口水域春季鱼卵仔鱼分布及其与温度盐度的关系 总被引：6，自引：1，他引：6
利用2003年春季在长江口水域进行调查的数据,对该水域的鱼卵仔鱼的种类组成和数量分布、表层水温、盐度的分布特征以及它们之间的关系进行了研究。结果表明:共捕获鱼卵仔鱼13种,出现率为81.25%。鱼卵出现站位资源密度(CPUE)为1～760粒/网,平均每网采获鱼卵63.6粒;仔稚鱼出现站位CPUE为1～174尾/网,平均每网捕获仔稚鱼18.75尾。按照表层温度、盐度的变化,该水域可分为高温低盐、低温高盐、低温低盐三个区。鱼卵出现水域主要集中在高温低盐区;而仔稚鱼在长江口水域广有分布,但主要出现水域是高温低盐和低温低盐区控制的近岸水域,在远离海岸的低温高盐区仅有少量的分布。 相似文献
13.
茎柔鱼(Dosidicus gigas)是我国远洋渔业的重要捕捞对象。当前针对茎柔鱼渔场分布及其与环境关系的研究多集中于秘鲁海域,针对赤道海域茎柔鱼特定种群小型群体资源分布及其渔场环境特征研究较少。根据2019年12月至2020年2月茎柔鱼生物学数据,2019年12月至2020年4月生产和环境数据,运用胴长-体重关系拟合、地统计插值、广义可加模型(GAM)探究其资源分布及渔场环境状况。结果表明：东太平洋赤道海域茎柔鱼胴长范围为136~407 mm,体重范围为117~1557 g；2019年12月至2020年4月各月渔获量呈先增加后减小趋势,2月渔获量最高；CPUE曲线除2月增加外,总体呈下降趋势；渔场集中分布于0°~3°S、105°W~114°W海域,不同月份渔场重心经向变化明显；渔场最适SST范围是24.5~25.5 °C,最适Chl-a范围是0.16~0.20 mg/m3,月份是影响茎柔鱼CPUE的主要因子。研究表明：该海域茎柔鱼渔获主要为小型群体；小型群体生长发育期(2–3月)对渔场分布有重要影响,生长发育期前茎柔鱼集群度高,生长发育期后逐渐分散活动；单一影响因子与茎柔鱼CPUE相关性不显著,综合考虑其他环境因素及其交互影响是今后的研究方向。 相似文献
14.
《Marine Policy》2017
The Shark Bay trawl fishery is Western Australia's most valuable prawn fishery (worth AUD$25 million in 2014). The 18-vessel fleet targets western king prawns (Penaeus latisulcatus), brown tiger prawns (P. esculentus) and also retains saucer scallops (Ylistrum balloti) and blue swimmer crabs (Portunus armatus). Increased fuel prices, falling prawn prices and lower catches of other species, following extreme environmental events, have impacted fishery profits. A biomass dynamics model with an economic component indicated that total revenue levels start to decline when annual effort increases beyond ~ 200 fishing days per boat. Annual effort required to achieve MEY, when based solely on prawn fishing, is 115–150 days per boat after accounting for fixed and variable fishing costs and annual fishing efficiency increases of 1–2%. From 2007–2014, the adjusted effort was 188–192 days per boat. Fishing occurred between March and November during 7–8 fishing periods, separated by 5–8 day (low catchability) moon closure periods. An empirical daily profit assessment (2007–2015), accounting for recruitment variation, daily prawn size compositions, monthly market prices for different prawn species and sizes, and daily fishing costs, showed vessels made profits on ~ 115–160 days and losses on ~ 15–55 days per year, when fishing occurred near the full moon. The fishery benefitted in 2013–2015 by starting later in the year and better targeting within-season effort. This management strategy within the effort-control framework, which improved profitability, maintained higher spawning stocks and reduced ecosystem fishing impacts, has wider application in prawn fishery management. 相似文献
15.
西北太平洋柔鱼(Ommastrephes bartramii)是我国鱿钓船队重要捕捞对象,其资源分布的时空变化对资源的可持续开发和利用有重要影响。本文以2000?2015年7?10月西北太平洋柔鱼渔业数据的单位捕捞努力量渔获量作为应变量,以年份、月份、经度、纬度、海表面温度、海表盐度、海面高度、叶绿素a浓度作为自变量,构建BP神经网络模型,推测该段时间西北太平洋柔鱼丰度时空变化规律,并探究环境因子对柔鱼资源丰度的影响。通过比较,确定输入层为年份、月份、经度、纬度、海表面温度和海表盐度,隐含层神经元数量为8的模型均方误差最小,模型最优。结果表明,单位捕捞努力量渔获量年间波动明显,每年的7月、10月柔鱼资源丰度较低,且空间分布分散在整个作业渔场,8月、9月资源丰度较高,并集中在41.5°～43.5°N, 155°～160°E局部区域。研究认为,海表面温度和海表盐度对柔鱼资源丰度时空变动有较大影响,在今后柔鱼资源评估与管理中予以考虑。 相似文献
16.
Development of a bio-economic model for applications in managing an important north African fishery is reported in this article. The model is applied through identification of baseline conditions and analysis of two alternative fishery management plans; limiting the number of vessels and instituting a closed season. Several key assumptions relative to biological and fleet variables are necessarily made, since in some areas historical data are limited. However, results strongly suggest that rents to resource owners (African coastal countries) can be substantially increased by either method of limiting access to the fishery and by licensing vessels and fishermen. 相似文献
17.
Chih-Shin Chen 《Marine Policy》2012,36(3):623-629
Precious corals have been commercially exploited because of their legendary and cultural importance for many centuries in the Mediterranean and for almost one century in the Northwest Pacific. Although the precious coral fishery in Taiwan dates back to the 1920s, relevant studies on biology and ecology of resources are relatively scarce. The management of the precious coral fishery in Taiwan was officially instituted in January 2009, when data on the catch and effort of the fishery were recorded. In this study, the catch-effort data of the fishery were examined to explore the temporal and spatial patterns in composition and abundance of Corallium and Paracorallium spp. around Taiwan. A total landing of 3233.0 and 2906.8 kg precious corals were recorded for 2009 and 2010, respectively. Less than 5% of those amounts were from live colonies. A high proportion of fossilized colonies in the catch reflect the non-selective nature of the fishing gear; however, the factors that cause colonies to collapse are not exclusive to the impact of the fishery. Momo coral was dominant in the production for both years, followed by Miss coral. The total production of precious corals correlated positively with fishing efforts, while a weak relationship was found between the production of live colonies and fishing efforts. The fishing efforts mainly aggregated in designated fishing ground A (DFG-A) for both years, while the production of live colonies mainly occurred in DFG-E. The monthly occurrence rate of live colonies decreased over the past 2 years. Although fluctuating significantly, the CPUE of dominant species exhibited an apparent decreasing pattern. High aggregation of the fishing efforts in specific regions and low numbers of live colonies in the production should be carefully taken into account when amending management regulations in the future. The establishment of marine protected areas, in addition to the strict controls that already apply, should be considered to not only sustain the population structure of the sessile animals but also their function in the marine ecosystem. 相似文献
18.
单位捕捞努力量渔获量(catch per unit of effort,CPUE)标准化是渔业资源评估和管理中基础性工作.为了对信息量少、没有时空和环境变量的渔业监测数据进行CPUE标准化,本研究采用灰色系统方法,结合2010—2014年江苏省4种张网类调查生产数据,构建灰色GM(1,1) CPUE标准化模型,采用残差、关联度和后验差等3种检验方法评价CPUE标准化优良度,为渔业监测调查数据CPUE标准化提供一种新的途径.结果表明,所有模型的残差都可以接受;在关联度检验下,所有灰色GM(1,1)模型的关联度都大于0. 6,建模结果为满意;后验差结果显示所有灰色GM(1,1)的预测精度为合格.上述结果表明采用灰色GM(1,1)模型对信息量少、没有空间和环境信息的渔获数据进行CPUE标准化是可行的,可以为渔业管理部门提供决策支持. 相似文献
19.
秋刀鱼（Cololabis saira）是中国在西北太平洋海域的重要的捕捞对象之一，单位捕捞努力量渔获量（CPUE） 标准化是开展其资源评估研究的重要内容，许多统计模型被运用到CPUE标准化研究中。本文根据2003-2017年中国大陆在西北太平洋海域的秋刀鱼生产统计资料，结合卫星遥感获得的海洋环境数据如：海表面温度、海表面高度以及海温梯度等，基于广义线性模型（general linear model，GLM） 和广义加性模型（generalized additive model，GAM） 对中国大陆西北太平洋秋刀鱼渔业进行CPUE 标准化，并对两种模型的结果进行了对比分析研究。通过贝叶斯信息准则选择最佳GLM和GAM模型，使用解释偏差和5-fold交差验证来对比两个模型结果。GLM模型的最佳模型对CPUE偏差的解释率为21.57%，GAM的最佳模型对CPUE偏差的解释率为38.95%。通过5-fold交差验证分析发现，GAM模型标准化结果较优于GLM模型，因此，认为GAM模型更适合于西北太平洋秋刀鱼渔业CPUE标准化。 相似文献
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To sustain fishery development and ensure the supply of fish, the role that a sustainable development indicator system plays in the evaluation of fishery management performance is becoming increasingly important. A sustainable indicator system based on the Pressure–State–Response (PSR) framework was developed for local fisheries in Gungliau, Taiwan, between 1995 and 2003. Factor analysis and canonical correlation analysis were also applied to aggregate indicators and analyse the linkage of indicators. The most serious problem facing fishery system in Gungliau is conflicting local and higher levels of enforcement that result in the problems of effort, harvest and fleet age composition related to the pressure component. Fishery resources and the state of ecosystem were also affected by marine environmental change, especially by El Ñino. Consequently, fishermen adjusted their effort and investment to the variation of Fishery resources, leading Gungliau fisheries to unsustainability. 相似文献