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Response of yellow perch to water level fluctuations in oligotrophic, north-temperate inland lakes 低营养型北温带内陆湖中黄鲈对水位波动的反应
Q3 FISHERIES Pub Date : 2023-12-09 DOI: 10.1002/aff2.148
Gabrielle P. Shay, Greg G. Sass, Joseph T. Mrnak

Information on yellow perch Perca flavescens population dynamics and responses to various abiotic and biotic factors in oligotrophic, north-temperate inland lakes is limited. Water level fluctuations are known to influence available habitat and biological communities within the littoral zones of lakes, yet research is lacking for yellow perch in Wisconsin. The goal of our study was to characterize yellow perch population-level responses to natural water level fluctuations in four northern Wisconsin lakes using a 39-year time series. On average, increasing water level periods correlated with lower mean fyke net and gill net relative abundances (catch-per-unit-effort), though generally not statistically significant. Yellow perch mean relative weight varied among lakes and was significantly greater during increasing water level periods for all lakes except one. The lack of statistically significant findings potentially suggests a buffering mechanism of north-temperate oligotrophic lakes due to their small surface area to volume ratios, relative lack of nutrients, and(or) littoral structural habitat compared to other systems (e.g., shallow eutrophic lakes). Our results suggest that natural water level fluctuations may not be an environmental concern for yellow perch populations in some north-temperate oligotrophic inland lakes.

关于北温带低营养内陆湖泊黄鲈种群动态及其对各种非生物和生物因子的响应的信息有限。众所周知,水位波动会影响湖泊沿岸地区的可用栖息地和生物群落,但对威斯康星州的黄鲈缺乏研究。本研究的目的是利用39年的时间序列来表征威斯康星州北部四个湖泊黄鲈种群水平对自然水位波动的响应。平均而言,水位增加的周期与较低的平均鳃网和刺网相对丰度(每单位努力渔获量)相关,但通常不具有统计学意义。黄鲈平均相对重量在不同湖泊间存在差异,除1个湖泊外,其余湖泊在水位上升期间均显著高于黄鲈。与其他系统(如浅层富营养化湖泊)相比,北温带少营养化湖泊的表面积体积比小、营养物质相对缺乏和(或)沿岸结构栖息地,因此缺乏统计上显著的发现可能表明北温带少营养化湖泊存在缓冲机制。我们的研究结果表明,在一些北温带少营养化内陆湖泊中,自然水位波动可能不是黄鲈种群的环境问题。
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引用次数: 0
Hatchery capacity needed to support large-scale Atlantic surfclam fishery enhancement 支持大规模大西洋海螯鱼渔业增殖所需的孵化能力
Q3 FISHERIES Pub Date : 2023-12-04 DOI: 10.1002/aff2.144
Caela B. Gilsinan, Sarah Borsetti, Daphne M. Munroe, Andrew M. Scheld

Fishery enhancement methods are being explored globally to sustain commercial and recreational fisheries through improving the productivity and management of marine populations impacted by anthropogenic stressors. It is expected that access to important Atlantic surfclam fishing grounds will be limited or lost due to growing overlap with offshore wind energy development. This study explores the economic viability of large-scale hatchery production to improve fishery access and potentially offset additional costs, reduced revenues and potential job losses associated with the displacement of the fishing fleet. Reports and primary literature were used to understand the growth and survival of Atlantic surfclams in hatchery and nursery settings to calculate the scale of hatchery efforts needed to support one million (1M) bushels of fishery-sized clams (>120 mm). Data on labour, energy, construction and material inputs and costs for hatchery and nursery production were gathered by analysing available literature and information provided by hatchery managers, researchers and others knowledgeable about shellfish hatchery production. A techno-economic cost model and Monte Carlo analyses were employed to explore average costs and their variability. This study suggests that 374M–2.1B Atlantic surfclams are needed at the end of the hatchery stage to produce 1M bushels of market-sized product. Total production costs range from $3.7 to $15.1M, including $2.9–$13.3M in hatchery costs and $800K–$1.9M in nursery costs. Under current market conditions, where Atlantic surfclams regularly sell for $14–$17/bushel, this analysis suggests that hatchery production could be considered a viable fishery enhancement method that supports human access to the fishery, though several additional questions remain.

全球正在探索加强渔业的方法,通过提高受人为压力因素影响的海洋种群的生产力和管理来维持商业和娱乐渔业。由于与海上风能开发的重叠越来越多,预计进入重要的大西洋蛤渔场的机会将受到限制或丧失。本研究探讨了大规模孵化场生产的经济可行性,以改善渔业获取,并有可能抵消与渔船船队迁移相关的额外成本、收入减少和潜在的就业损失。我们利用报告和原始文献来了解大西洋蛤在孵化场和苗圃环境中的生长和存活情况,以计算支持100万蒲耳(>120毫米)渔业规模蛤所需的孵化场努力规模。通过分析由孵化场管理人员、研究人员和其他了解贝类孵化场生产的人士提供的现有文献和信息,收集了关于孵化场和苗圃生产的劳动力、能源、建筑和材料投入以及成本的数据。采用技术经济成本模型和蒙特卡罗分析来探讨平均成本及其变化。这项研究表明,在孵卵阶段结束时,需要374M-2.1B的大西洋蛤来生产1M蒲式耳的市场规模的产品。总生产成本从370万美元到1510万美元不等,其中包括290万至1330万美元的孵化场成本和80万至190万美元的苗圃成本。在目前的市场条件下,大西洋蛤的售价通常为14 - 17美元/蒲式耳,这一分析表明,孵化场生产可以被认为是一种可行的渔业增强方法,支持人类进入渔业,尽管还存在一些其他问题。
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引用次数: 0
Threats to aquatic biodiversity and possible management strategies in Lake Victoria 维多利亚湖水生生物多样性面临的威胁和可能的管理策略
Q3 FISHERIES Pub Date : 2023-12-04 DOI: 10.1002/aff2.143
Mavindu Muthoka, Erick O. Ogello, Nicholas O. Outa, Kevin O. Ouko, Kevin O. Obiero, Jimmy B. Mboya, Bramwel O. Mukaburu

Lake Victoria is the second-largest freshwater lake in the world, with a surface area of 68,800 km2. The lake is rich in natural resources that are essential to the local economy and livelihoods. However, International Union for Conservation of Nature (IUCN) ranks 76% of freshwater species endemic to the Lake Victoria Basin as threatened with extinction. The biodiversity richness of the lake is still diminishing, and the risk of species extinction is increasing. Many species are yet to be identified, and thus the number of species threatened with extinction exceeds what is currently known. Furthermore, the lake is home to species that are found nowhere else on the planet, but its protection is never given the attention it needs. Genetic diversity loss is harmful to future populations and influences sustainability of the ecosystem. The decline in Lake Victoria's biodiversity is primarily attributed to various pressing issues, including water pollution, invasive species, climate change, overexploitation and the challenges stemming from high human population density. These problems are exacerbated by inadequate regulatory enforcement and a lack of comprehensive data and information to inform and guide conservation efforts. If these factors are not addressed, they may have a detrimental impact on Lake Biodiversity. This article aims to document the main threats to aquatic biodiversity as well as potential management strategies for preventing further losses of the aquatic biodiversity in Lake Victoria. The study recommends reviewing, bolstering and reinforcing the rules and regulations governing the extraction, accessibility and discharge of nutrients into the lake. The national governments should work with local governments, non-governmental organizations and local people to safeguard and conserve the lake's biodiversity. The national governments of the riparian nations should also reserve funds each fiscal year specifically for research that would inform effective management measures to prevent further losses of the lake's biodiversity.

维多利亚湖是世界第二大淡水湖,面积为68,800平方公里。该湖拥有丰富的自然资源,对当地的经济和生计至关重要。然而,国际自然保护联盟(IUCN)将维多利亚湖盆地特有的76%的淡水物种列为濒临灭绝的物种。湖泊生物多样性的丰富度仍在下降,物种灭绝的风险正在增加。许多物种尚未被识别,因此面临灭绝威胁的物种数量超过了目前已知的数量。此外,这个湖是地球上其他地方找不到的物种的家园,但它的保护从未得到应有的重视。遗传多样性的丧失对未来的种群有害,并影响生态系统的可持续性。维多利亚湖生物多样性的下降主要归因于各种紧迫的问题,包括水污染、入侵物种、气候变化、过度开发和高人口密度带来的挑战。监管执法不力以及缺乏全面的数据和信息来指导和指导保护工作,加剧了这些问题。如果这些因素不加以解决,它们可能对湖泊生物多样性产生不利影响。本文旨在记录水生生物多样性面临的主要威胁,以及防止维多利亚湖水生生物多样性进一步丧失的潜在管理策略。该研究建议审查、支持和加强管理营养物提取、获取和排放到湖中的规章制度。国家政府应与地方政府、非政府组织和当地人民共同努力,保护和保护湖泊的生物多样性。河岸国家的国家政府也应该在每个财政年度专门为研究预留资金,为有效的管理措施提供信息,以防止湖泊生物多样性的进一步丧失。
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引用次数: 0
Digestive enzymes of postweaned greenlip abalone (Haliotis laevigata) are influenced by water temperatures and dietary protein levels 断奶后绿唇鲍鱼(Haliotis laevigata)的消化酶受水温和食物蛋白质水平的影响
Q3 FISHERIES Pub Date : 2023-12-03 DOI: 10.1002/aff2.146
Matthew S. Bansemer, Michael J. Salini, Jian G. Qin, James O. Harris, Gordon S. Howarth, David A. J. Stone

Digestive enzyme activities are known to fluctuate in abalone grown under different environmental conditions however the effects of different dietary regimes are less clear. Therefore, in a 12-week study, the effects of water temperature and dietary protein levels on digestive enzyme activity in postweaned (6-month-old) greenlip abalone (Haliotis laevigata) were investigated. The abalone were fed diets with crude protein levels that ranged from 27% to 36% and cultured at 14°C, 17°C and 20°C. Diets were formulated to be isoenergetic (12.5 MJ kg−1 digestible energy) and isolipidic (3.6% crude lipid). Trypsin, α-amylase and lipase activities were measured in the gastrointestinal region. Trypsin, α-amylase and lipase activities significantly increased as water temperatures were raised. In addition, significantly higher α-amylase activities were observed as protein levels increased, potentially indicating a compensatory effect to increase carbohydrate utilisation for energy metabolism when in short supply. However, abalone fed high dietary protein levels may also utilise protein for energy metabolism. Further research investigating the dietary carbohydrate source for greenlip abalone is recommended. This study provides useful information on the digestive enzyme activity in postweaned greenlip abalone to improve diet strategies for sustainable production.

Abbreviated abstract: Post-weaned greenlip abalone digestive enzyme activity was examined after feeding four dietary protein levels at three different temperatures for a 12-week period. Enzyme activities were significantly increased with increasing water temperature. Additionally, significantly higher α-amylase activities were observed as protein levels increased.

众所周知,在不同环境条件下生长的鲍鱼消化酶活性会波动,但不同饮食制度的影响尚不清楚。因此,在一项为期12周的研究中,研究了水温和饲料蛋白质水平对断奶后(6个月)绿唇鲍鱼(Haliotis laevigata)消化酶活性的影响。饲喂粗蛋白质水平为27% ~ 36%的饲料,在14°C、17°C和20°C条件下培养鲍鱼。饲粮为等能型(12.5 MJ kg−1消化能)和等脂型(3.6%粗脂)。测定胃肠区胰蛋白酶、α‐淀粉酶和脂肪酶的活性。胰蛋白酶、α -淀粉酶和脂肪酶活性随水温升高而显著升高。此外,随着蛋白质水平的增加,α‐淀粉酶活性显著提高,这可能表明在供应不足的情况下,碳水化合物对能量代谢的利用增加了补偿作用。然而,饮食中蛋白质含量高的鲍鱼也可能利用蛋白质进行能量代谢。建议进一步研究绿唇鲍鱼的膳食碳水化合物来源。本研究为断奶后绿唇鲍鱼消化酶活性的研究提供了有用的信息,以改善饲料策略,促进可持续生产。摘要:在3种不同温度下饲喂4种蛋白质水平的绿唇鲍鱼12周后,研究了断奶后绿唇鲍鱼的消化酶活性。随着水温的升高,酶活性显著升高。此外,随着蛋白质水平的升高,α‐淀粉酶活性显著升高。
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引用次数: 0
Nutritional condition of wild and hatchery-reared, green-lipped mussel (Perna canaliculus) spat used for aquaculture 用于水产养殖的野生青口(Perna canaliculus)和孵化育苗青口(Perna canaliculus)的营养状况
Q3 FISHERIES Pub Date : 2023-11-28 DOI: 10.1002/aff2.145
Bradley M. Skelton, María Múgica, Leonardo N. Zamora, Natalí J. Delorme, Jenni A. Stanley, Andrew G. Jeffs

The nutritional condition of seed mussels (spat) at the time of seeding is thought to play a major role in influencing spat losses on mussel farms, with nutritionally compromised spat thought to be more likely to be lost from aquaculture substrata than those in good condition. New Zealand's Greenshell mussel (Perna canaliculus) aquaculture industry relies almost exclusively (∼85%) on wild caught spat, with the vast majority, typically > 90%, lost shortly after being seeded onto coastal mussel farms. This study sought to quantify the extent of the variability in the nutritional condition (i.e., calorific, protein, lipid and carbohydrate content) of samples of spat used by the Greenshell industry between 2014 and 2021 (i.e., wild caught and hatchery produced) as a first step towards determining whether variability in nutritional condition may be a significant contributor to the marked variation observed in spat performance after it is seeded onto coastal farms. All parameters measured were highly variable among wild spat samples, with all but lipid content varying, including for samples of wild spat harvested at different times within the same month. Furthermore, there were no clear patterns in the nutritional condition of spat across months or years, suggesting environmental factors that limit feeding during the harvest and transport of spat may be contributing to marked differences in the quality of spat being used by the industry to seed farms. These results provide a baseline for assessing the nutritional condition of Greenshell spat and point towards a need to develop interventions to improve the quality of wild spat supply for this industry to help and prevent the ongoing massive losses of spat from farms. These measures could include, testing nutritional condition of spat at harvest or prior to seeding, development of nursery culture methods and development of artificial spat feeds that have the potential to replace live phytoplankton during nursery culture.

种贻贝(spat)在播种时的营养状况被认为是影响贻贝养殖场种贻贝损失的主要因素,营养受损的种贻贝比营养状况良好的种贻贝更容易从水产养殖底层损失。新西兰的绿壳™贻贝(Perna canaliculus)水产养殖业几乎完全(∼85%)依赖野生捕获的贝苗,其中绝大部分(通常为 90%)在沿海贻贝养殖场播种后不久就会损失。本研究试图量化 2014 年至 2021 年期间绿壳™产业所使用的贝苗样本(即野生捕捞和孵化生产的贝苗)营养状况(即热量、蛋白质、脂质和碳水化合物含量)的变化程度,作为确定营养状况变化是否是导致贝苗在沿海养殖场播种后表现明显不同的重要原因的第一步。所测得的所有参数在野生海产样本中都有很大差异,除脂质含量外,其他参数都不相同,包括在同一个月内不同时间收获的野生海产样本。此外,不同月份或年份的海斑营养状况也没有明显的模式,这表明在海斑收获和运输过程中限制进食的环境因素可能是导致该行业用于向养殖场提供苗种的海斑质量存在明显差异的原因。这些结果为评估绿壳龟(Greenshell™)鱼苗的营养状况提供了一个基准,并表明有必要制定干预措施,以提高为该行业提供的野生鱼苗的质量,从而帮助和防止养殖场持续大量损失鱼苗。这些措施可包括:在收获时或播种前检测鱼苗的营养状况、开发育苗养殖方法以及开发人工鱼苗饲料,以便在育苗养殖过程中替代活浮游植物。
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引用次数: 0
Impact and recovery of water quality in a river with salmon aquaculture 鲑鱼养殖对河流水质的影响和恢复
Q3 FISHERIES Pub Date : 2023-11-27 DOI: 10.1002/aff2.142
Ronan Cooney, Alexandre Tahar, Alan Kennedy, Eoghan Clifford

Freshwater aquaculture can have negative impacts on chemical, physical and biological water quality. To contextualise the impact that these activities may have, a case study site in Ireland was monitored for 1 year. The study aims were to investigate the impact of freshwater aquaculture on water quality (biological, physical, and chemical) and the degree of the impact and recovery in water quality, within 1000 m downstream of a salmon smolt hatchery. The hatchery was monitored, at four locations (upstream, 10, 100, and 1,000 m downstream of the discharge point). Data on macroinvertebrate, macrophyte, hydromorphology and chemical characteristics were collected. Results for the physical monitoring indicated no significant changes in hydromorphology between up and downstream sites. Chemical water quality did decrease downstream in terms of nitrogen (N) and phosphorus (P). The greatest concentrations in N and P were found at 1000 m though it is likely additional contributions from agriculture impacted this site. Dissolved oxygen was steady throughout the monitoring campaign with a 13% variance between upstream and downstream locations. Changes in biological indices were statistically significant for taxa at all downstream sites. There were positive trends which indicated a degree of recovery in biotic indices.

淡水养殖会对化学、物理和生物水质产生负面影响。为了解这些活动可能产生的影响,对爱尔兰的一个案例研究地点进行了为期一年的监测。研究目的是调查淡水养殖对水质(生物、物理和化学)的影响,以及鲑鱼幼体孵化场下游 1000 米范围内水质的影响程度和恢复情况。在四个地点(排放点上游、下游 10 米、100 米和 1000 米)对孵化场进行了监测。收集了有关大型无脊椎动物、大型植物、水文形态和化学特征的数据。物理监测结果表明,上游和下游地点的水文形态没有明显变化。下游的化学水质在氮(N)和磷(P)方面确实有所下降。氮和磷的最大浓度出现在 1000 米处,但农业可能对该地点产生了额外影响。在整个监测过程中,溶解氧保持稳定,上游和下游地点之间的差异为 13%。在所有下游地点,生物指数的变化对分类群都有显著的统计学意义。出现了积极的趋势,表明生物指数有了一定程度的恢复。
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引用次数: 0
Spawning interactions between hatchery-reared and wild naturalized rainbow trout (Oncorhynchus mykiss, Walbaum, 1792) in high-altitude tropical streams, Kenya 肯尼亚高海拔热带溪流中孵化培育的虹鳟鱼(Oncorhynchus mykiss, Walbaum, 1792)与野生归化虹鳟鱼(Oncorhynchus mykiss, Walbaum, 1792)之间的产卵相互作用
Q3 FISHERIES Pub Date : 2023-11-22 DOI: 10.1002/aff2.141
Justus N. Njue, Charles C. Ngugi, Mucai Muchiri, Mary A. Opiyo

Rainbow trout (Oncorhynchus mykiss) is among the most widely translocated fish species in the world. The current study evaluated the spawning interactions between naturalized and wild rainbow trout from two high-altitude second-order streams, in Kenya. Data on total length, weight, condition factor, fecundity, fertilization, egg diameter and fry survival were collected on spawning rainbow trout between March and December 2021. Length–weight relationship showed parabolic equations as W = 0.0144L2.900, W = 0.0069L3.0285 and W = 0.00027L3.175 for wild fish stock, hatchery-reared and wild × hatchery-reared rainbow trout, respectively. Total fecundity differed significantly among the hatchery-reared, wild fish and the cross of the two (p < 0.05). The fertilization rate showed significant differences (p < 0.05), with no discernable difference observed between the hatchery-reared and crossed (wild × hatchery-reared). There was a positive correlation among the total fecundity to female egg weight, female body weight, fertilization rate and eyed egg survival in all the populations. Relative fecundity was significantly different among the three groups of fish (p < 0.05), but the differences between the hatchery and the crossed (wild × hatchery-reared) fish showed no significant differences. We recommend the use of crossed (wild × hatchery-reared) populations for fry production for use in aquaculture as they presented the highest fecundity and gave the best outcome of fry with high survival.

虹鳟鱼(Oncorhynchus mykiss)是世界上迁移最广泛的鱼类之一。本研究评估了肯尼亚两条高海拔二阶溪流中归化虹鳟与野生虹鳟之间的产卵相互作用。研究收集了 2021 年 3 月至 12 月期间产卵虹鳟的总长度、体重、状态因子、受精率、受精卵直径和鱼苗存活率等数据。野生虹鳟、孵化饲养虹鳟和野生×孵化饲养虹鳟的体长-体重关系分别为 W=0.0144L2.900、W=0.0069L3.0285 和 W=0.00027L3.175,呈抛物线方程。孵化育成虹鳟、野生虹鳟和两者杂交虹鳟的总受精率差异显著(p < 0.05)。受精率有显著差异(p <0.05),孵化养育和杂交(野生×孵化养育)之间无明显差异。在所有种群中,总受精率与雌性卵重、雌性体重、受精率和眼卵存活率呈正相关。三组鱼的相对受精率有显著差异(p <0.05),但孵化鱼和杂交鱼(野生×孵化饲养)之间的差异无显著差异。我们建议使用杂交(野生×孵化场饲养)种群生产鱼苗用于水产养殖,因为它们的繁殖力最高,鱼苗的成活率也最高。
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引用次数: 0
State of knowledge of aquatic ecosystem and fisheries of the Lake Edward System, East Africa 东非爱德华湖水系的水生生态系统和渔业知识现状
Q3 FISHERIES Pub Date : 2023-11-22 DOI: 10.1002/aff2.140
Laban Musinguzi, Nathan Vranken, Vianny Natugonza, William Okello, Maarten van Steenberge, Jos Snoeks

Poor and unreliable knowledge of the status of freshwater fisheries limits their inclusion in governance processes, thereby impeding effective management measures. This threatens the livelihoods of people, particularly in developing countries. Improved knowledge is required to draw the attention of policymakers and stimulate effective management measures to accelerate the sustainability of the freshwater fisheries. In line with this requirement, this paper provides the state of knowledge of the aquatic ecosystem and fisheries of the Lake Edward system, East Africa, focusing on lakes Edward, George and the Kazinga channel. The state of knowledge was accomplished by reviewing existing data and information on aspects of primary productivity and water quality, invertebrates, fish fauna, fish life history and ecology, and fisheries. The waterbodies have been monitored since the 1930s, albeit sporadically, providing data on all the above aspects but with substantial temporal gaps. Adequate and updated data and information exist on the water quality status of the water bodies, extant aquatic taxa (including fishes) and fish catches but with uncertainties in the latter. Data and information gaps exist on the abundance of biotic communities, fish life history, quantitative trophic ecology and fisheries management reference points. The aggregated data and information can directly support decisions for fisheries management. We recommend regular monitoring to fill the data and information gaps, more comprehensive stock assessments and the development of aquatic ecosystem models.

对淡水渔业状况的了解不足且不可靠,限制了将淡水渔业纳入治理进程,从而阻碍了有效的管理措施。这威胁着人们的生计,尤其是发展中国家的人们。需要改进知识,以引起政策制定者的注意,促进采取有效的管理措施,加快淡水渔业的可持续发展。根据这一要求,本文介绍了东非爱德华湖系统水生生态系统和渔业的知识状况,重点是爱德华湖、乔治湖和卡津加海峡。通过审查初级生产力和水质、无脊椎动物、鱼类动物群、鱼类生活史和生态学以及渔业等方面的现有数据和信息,了解了相关知识的现状。自 20 世纪 30 年代以来,一直对这些水体进行监测,尽管监测时断时续,但提供了上述各方面的数据,但在时间上存在很大差距。关于水体水质状况、现存水生生物分类群(包括鱼类)和鱼类捕获量的数据和信息充足且不断更新,但后者存在不确定性。在生物群落丰度、鱼类生活史、定量营养生态学和渔业管理参考点方面存在数据和信息缺口。综合数据和信息可直接支持渔业管理决策。我们建议进行定期监测,以填补数据和信息空白,开展更全面的鱼量评估,并开发水生生态系统模型。
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引用次数: 0
Use of GIS-based multicriteria evaluation for improved selection of suitable sites for cage fish farming in Mwanza Gulf, Lake Victoria 利用基于gis的多标准评价改进维多利亚湖姆万扎湾网箱养鱼适宜地点的选择
Q3 FISHERIES Pub Date : 2023-11-15 DOI: 10.1002/aff2.138
Makemie Jumanne Mabula, Danielson Kisanga, Siajali Pamba, Samwel Mchele Limbu

Stagnating capture fisheries and increasing fish protein demand necessitate aquaculture production to bridge the gap. Lake Victoria is a potential water body for increasing fish production through cage farming. The sustainability of Lake Victoria for cage farming depends on timely and holistic site selection. However, current site selection methods involve complex, resource-intensive field surveys that lack a holistic approach to integrate multiple factors. Accordingly, information regarding suitable sites for sustainable fish cage farming in Lake Victoria remains scarce. In this study, a transparent geographic information systems (GIS) and multicriteria evaluation (MCE) here after reffered to as GIS-MCE was used to reveal potential sites to be permitted or avoided during cage aquaculture development in the Mwanza Gulf of Lake Victoria (Tanzania). Our analysis involved weighting and integration of sub-models representing ecologically sensitive areas, physical environment, and socio-economic and water quality variables into a single spatial model portraying different site suitability levels in the Mwanza Gulf. The results indicated that the sub-models identified relatively larger suitable and most suitable sites compared to the overall model. No site maintained its status across all sub-models. The overall model designated a small area (5.10 km2 or 1.52%) as the most suitable site, with 24.20 km2 (7.44%) as suitable, 64.47 km2 (19.82%) as less suitable, and 42.63 km2 (13.12%) as unsuitable for cage fish farming. The remaining area (188.84 km2 or 58.06%) was a constrained site to be avoided during cage aquaculture development. Taken together, the individual sub-models are ineffective in designating potential sites for fish cage culture and thus should not be used solely. The GIS-MCE general model provides a fast and timely method for identifying potential sites for cage farming in Lake Victoria. Fish farmers and managers should use the GIS-MCE overall model in inland waters to facilitate site selection for complying with licensing requirements and decrease field extensive surveys.

捕捞渔业停滞不前,鱼类蛋白质需求增加,因此需要水产养殖生产来弥补这一缺口。维多利亚湖是通过网箱养殖增加鱼类产量的潜在水体。维多利亚湖网箱养殖的可持续性取决于及时和全面的选址。然而,目前的选址方法涉及复杂的、资源密集型的实地调查,缺乏综合多种因素的整体方法。因此,关于维多利亚湖可持续网箱养殖的合适地点的信息仍然很少。在本研究中,利用透明地理信息系统(GIS)和多标准评估(MCE)(以下简称GIS-MCE)揭示了坦桑尼亚维多利亚湖Mwanza湾网箱养殖发展过程中允许或避免的潜在地点。我们的分析涉及将代表生态敏感区、物理环境、社会经济和水质变量的子模型加权并整合到一个单一的空间模型中,该模型描绘了姆万扎湾不同的选址适宜性水平。结果表明,与总体模型相比,各子模型确定的适宜和最适宜立地面积较大。没有站点跨所有子模型维护其状态。整体模型确定网箱养鱼最适宜面积为5.10 km2(1.52%),适宜面积为24.20 km2(7.44%),不适宜面积为64.47 km2(19.82%),不适宜面积为42.63 km2(13.12%)。其余面积为188.84 km2(58.06%),为网箱养殖开发应避免的受限场地。综上所述,单个子模型在指定网箱养鱼的潜在地点方面是无效的,因此不应单独使用。GIS-MCE通用模型为维多利亚湖网箱养殖选址提供了快速、及时的方法。养鱼户和管理者应在内陆水域使用GIS-MCE整体模式,以方便选择符合发牌规定的地点,并减少实地广泛调查。
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引用次数: 0
Combining computer vision and standardised protocols for improved measurement of live sea urchins for research and industry 结合计算机视觉和标准化协议,为研究和工业改进对活海胆的测量
Q3 FISHERIES Pub Date : 2023-11-13 DOI: 10.1002/aff2.137
Bas C. De Vos, Mark D. Cyrus, Brett M. Macey, Theodore Batik, John J. Bolton

To allow sea urchin aquaculture to achieve its intended scale, efficient and precise methods for measuring large numbers of urchins in commercial-scale operations are needed. Current protocols for measuring urchin test (shell) dimensions and mass are time-consuming and prone to high measurement error, thus inconvenient in research and impractical in a commercial context. This study investigates and compares various measurement methods with a newly developed computer vision approach developed in this study, to establish a single protocol using precise, efficient and accessible methodology for measuring live urchins. We show that urchin wet mass can vary up to 8.73% depending on time out of water; this is significantly reduced to an average of 0.1% change by allowing urchins to drip-dry for at least 90 s prior to weighing. We found the conventional vernier calliper method used to measure urchin dimensions to be both time-consuming and imprecise (mean coefficient of variation (CV) of 2.41% for Tripneustes gratilla). Conversely, the computer vision programme we developed measures with higher precision (mean CV of 1.55% for T. gratilla) and is considerably faster. The software uses a series of hue saturation value filters, edge detection algorithms and distortions to measure the diameter of the test (excluding spines) of multiple urchins at once. The software is open-source, and the protocol does not require specialised equipment (can be performed with a mobile phone camera). When the computer vision application is combined with the simple procedures described in this paper, to reduce measurement inaccuracies, urchin wet mass and diameter can be more efficiently and precisely determined. For a larger scale context, this software could easily be incorporated into various tools, such as a grading machine, to completely automate various farm processes. As such, this study has potential to assist urchin data collection in both research and commercial contexts.

为了使海胆养殖达到预期的规模,需要有效和精确的方法来测量商业规模操作中的大量海胆。目前测量海胆测试(壳)尺寸和质量的方法耗时长,测量误差大,因此在研究中不方便,在商业环境中不切实际。本研究利用新开发的计算机视觉方法对各种测量方法进行了研究和比较,以建立一种使用精确,高效和易于使用的方法来测量活海胆的单一协议。结果表明,海胆湿质量随出水时间的变化可达8.73%;通过让海胆在称重前至少90秒滴干,这一变化显著降低到平均0.1%。我们发现,传统的游标卡尺法测量海胆尺寸既耗时又不精确(Tripneustes gratilla的平均变异系数(CV)为2.41%)。相反,我们开发的计算机视觉程序具有更高的精度(T. gratilla的平均CV为1.55%),而且速度快得多。该软件使用一系列色调饱和度值过滤器、边缘检测算法和扭曲来同时测量多个海胆的测试直径(不包括脊椎)。软件是开源的,协议不需要专门的设备(可以用移动电话相机执行)。当计算机视觉应用与本文描述的简单程序相结合时,为了减少测量误差,可以更有效、更精确地确定海胆湿质量和直径。对于更大规模的环境,该软件可以很容易地集成到各种工具中,例如分级机,以完全自动化各种农场流程。因此,本研究有可能在研究和商业背景下协助海胆数据收集。
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引用次数: 0
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Aquaculture, Fish and Fisheries
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