海洋捕捞与海水养殖监管系统研究

文章针对海洋渔业由于过度捕捞造成渔业资源枯竭的问题,提出了一种基于海洋遥感(ORS)、全球定位系统(GPS)和海洋地理信息系统(MGIS)等高新技术的海洋捕捞与海水养殖监管系统设计方案,可以远程自动对海洋渔业区域的水质多参数信息和养殖环境视频信息进行综合采集、传输及监控,也可以自动采集传输渔船RFID身份识别信息、渔船AIS自动识别信息、渔船GPS定位信息和捕捞生产视频信息等,并通过海洋精细渔业专家系统ES进行渔业养殖监控、渔业环境资源监测评估、渔船船数和功率数控制和海洋捕捞生产渔情监测等。该系统可以实现海洋渔业精细化捕捞和海洋渔业精细化养殖,促进海洋渔业可持续发展。     

渔业信息船数对海洋捕捞产量估计的影响

优化渔业监测方案,利用有限调查成本获取可靠的渔业数据,对于海洋捕捞产量抽样调查、掌握渔业资源动态变化具有重要意义。本文根据2017年山东省海洋捕捞渔业信息船的渔捞日志数据,以8种重要渔业物种为目标物种,将这些物种的单位渔船年捕捞产量和单位渔船年总捕捞产量的估计值为渔业生产监测目标,进行计算机模拟,以相对估计误差(REE)、相对偏差(RB)作为评价指标,研究了渔业生产监测信息船数量对渔业生产监测目标估计的影响。研究表明,对于各物种的单位渔船年捕捞产量,估计值的相对估计误差和相对偏差的绝对值均随着渔业信息船数的减少不断增大,渔业信息船数少于130时,各指标的变化幅度较大。当渔业信息船数量由210减少至130时,即渔业信息船数降低近38%,所选指标的REE值增加约8%,RB绝对值平均增加0.17%。研究结果表明,海洋捕捞产量抽样调查的渔业信息船数在保证监测目标估计值一定准确度、精确度的情况下可进行优化,130可视为2017年山东海洋捕捞生产监测可接受的最优渔业信息船的数量。     

基于VIIRS/DNB数据的新冠疫情对黄渤海灯光渔船活动影响的研究

为探究新冠疫情对黄渤海灯光渔船活动的影响,本研究基于可见光红外成像辐射计/昼夜波段(VIIRS/DNB)夜光遥感数据开发了适用于黄渤海灯光渔船的提取方法,提取了2018年11月至2020年11月每日灯光渔船点位信息。研究表明,疫情爆发后,2019年12月至2020年2月黄渤海灯光渔船数减少了57.3%。其中,中方水域降幅较大,达-63.07%;青海渔场、海州湾渔场、中韩渔业协定区渔船密集区大幅消失;韩方渔船转移到西海岸和济州岛周边水域作业。随着疫情得到控制,2020年2月至4月灯光渔船数增加了164.71%;沿岸灯光渔业恢复,渔民进入远海作业。2020年4月黄渤海灯光渔船数恢复到管控前(11月)的88.66%。通过分析灯光渔船数量的变动发现,中韩渔业协定区渔船数量变动最大,渤海水域变动最小。疫情主要影响青海渔场至海州湾渔场、中韩渔业协定区和韩国西海岸的灯光渔业。本研究结果为重大公共卫生事件发生时渔船的动态监测和管理提供了参考。     

基于深度学习和时空特征融合的海洋渔船密度预测方法

为了从海量渔船轨迹数据中挖掘隐含的信息和知识,进而为渔业行政主管部门的决策提供科学依据,本研究以AIS渔船轨迹数据为研究对象,提出了一种基于深度学习和面向时空特征融合的海洋渔船密度预测方法：首先,利用渔船轨迹数据集对渔船行驶区域进行网格划分;其次,筛选出渔船高密度区域进行研究,避免数据稀疏性问题;再次,根据渔船轨迹数据的时空分析,构建三维时空融合矩阵;最后,通过卷积循环神经网络模型捕获渔船分布的时间和空间特征,并利用卷积神经网络的堆叠加强对空间特征的学习。实验通过东海海域渔船真实轨迹数据进行具体测试,结果表明渔船密度预测值与真实值非常接近,平均绝对误差为4×10-4,模型较好地拟合了渔船密度分布特征,有效地提高了渔船捕捞热点预测的准确性和鲁棒性。     

辽宁省渔船管理立法对策研究

为全面提升辽宁省渔船管理水平和推动渔船管理体系化建设,自1995年起,辽宁省人大常委会相继出台了《辽宁省实施〈中华人民共和国渔业法〉办法》《辽宁省渔船管理条例》《辽宁省渔业船舶监督检验条例》和《辽宁省海洋渔业安全管理条例》等地方法规,辽宁省各级渔业行政主管部门也相应出台了实施细则、标准等规范性文件。虽然立法和执法部门一直致力于渔船管理制度的建设,但仍面临着渔业生产和渔船管理中出现的新情况和新问题,包括渔船的登记检验、生产作业、建造修理、安全救援以及与此相关的行政处罚标准等。这些问题贯穿于渔船管理活动的始终,因此应增加渔业船舶检验、渔具管理等的法律规定,加大对"三无"船舶的行政处罚力度,严格规范相关管理制度。     

对渔业捕捞“减船转产”的思考

中日、中韩与中越渔业协定的签订,使我国国内作业渔场范围大幅度缩小。为保护近海渔业资源,农业部做出了今后5年内减船3万艘,涉及约30万渔民转产的伟大战略决策。减船转产是一项系统工程,涉及近数十万渔民家庭的生活以及社会稳定等问题。笔者认为减船转产需考虑以下几方面的问题。一、“减船”问题(一)渔船总量、渔船作业结构的控制问题渔船的控制,不应只单纯地按数量进行控制,而应从其捕捞能力出发,统筹考虑诸如船舶尺度与载重、船舶主机类型、数目与功率、渔具渔法、适渔性能、主捕鱼种等多方面因素后作出。应在科学调查监测的基础上,根据…     

渔业生产者参与实施捕捞限额制度意愿的影响因素研究

文章以上海市、浙江省和山东省113户渔业生产者的问卷调研数据为基础,通过运用Logistic回归模型分析渔业生产者参与实施捕捞限额制度意愿的影响因素。研究表明,年龄、受教育水平、渔船总功率、年均捕捞量、捕捞收入与家庭总收入比例、举报奖励额与超额价值比例以及年监管次数均对渔业生产者参与实施捕捞限额制度的意愿产生显著影响。基于实证研究结果,提出应加大渔业培训力度,切实控制渔船功率,暂不设立举报机制以及结合目前的投入控制制度推行循序渐进、逐步严格的监管机制等建议,以提高渔业生产者参与实施捕捞限额制度的意愿,为制定有效的渔业资源管理制度提供参考依据,推进渔业现代化改革。     

我国主要海洋捕捞政策对浙江省海洋捕捞业的影响探究

随着海洋渔业资源的不断衰退,为了保护渔业资源、推动海洋渔业的可持续发展,自20世纪70年代后期,我国出台了许多海洋捕捞相关政策。文章从投入控制制度、产出控制制度和技术控制制度3个角度出发,以捕捞许可制度、捕捞限额管理和伏季休渔制度等政策为重点,通过整理1980—2017年浙江省渔业经济的相关资料,从海洋捕捞渔船数量和功率、海洋捕捞产量、渔业劳动力数量变化3个方面,深入分析浙江省海洋捕捞现状,提出了完善现有的海洋捕捞政策、加强渔业执法管理力量、加强普法宣传、建立渔业资源调查与评估体系、帮助捕捞从业人员转产转业等对策建议,以期为我国海洋捕捞管理部门提供决策参考。     

AIS专题统计分析应用系统研究

AIS专题统计分析应用系统以AIS岸基网络系统提供的信息为基础,采用分级、分类、定制等多种技术手段,实现AIS船舶运行信息的有效管理和共享,为航海及其他海洋活动提供更加全面、及时、可靠和集成的综合信息服务,进一步发挥AIS系统信息的社会服务效能.文章描述了系统的实现目标、系统组成、功能模块设计及关键技术,并对系统应用前...     

渔业活动对东海海域海底光缆安全的影响

通过对东海海域海底光缆路由区作业渔场的捕捞方式、作业范围等的分析,结合已建海底光缆故障的调查结果,探讨了渔业活动对东海海域海底光缆路由调查和已建海底光缆安全的影响。结果表明,东海海域海底光缆主要穿越了长江口、江外、舟山、舟外、鱼外等5大主要作业渔场,各渔场的渔业活动频繁,拖网、张网和流刺网等不同捕捞作业方式集中,对海底光缆的安全带来严重威胁。同时,捕捞渔船船只的数量逐年增多、触底深度的不断增加、作业时间的不断延长,使海底光缆路由调查时所获得调查资料的质量受到严重影响,船只、渔具的日益大型化以及拖网、张网、围网等捕捞活动范围的持续扩大,更使得海底光缆的故障频繁发生。为保护海缆的安全,在目前的经济技术条件下,建议选择休渔期时进行路由调查,在捕捞活动的频繁区,选择双层铠装型(DA)的海底光缆,并适当加大埋设深度,以降低渔业活动对海底光缆工程的影响。实践表明,将海底光缆埋设深度增加至3.0 m以上,可有效地保护海底光缆的安全。     

Incorporating uncertainty into the estimation of biological reference points for a spiny lobster (Panulirus penicillatus) fishery

The status of a fishery is often defined as the probability of fishing mortality rate exceeding a perilous level for long‐term sustainability. Lobster stock assessments are often subject to large uncertainty in input data and high levels of natural variability in lobster life history processes, which calls for incorporating uncertainty associated with both indicator and management reference points in an evaluation of biological risk of overfishing. Using a Monte Carlo simulation approach, we evaluated the impacts of uncertainty in modelling on the determination of the status of the Taitung spiny lobster (Panulirus penicillatus) fishery (Taiwan), which has not been quantitatively determined despite its commercial importance. The commonly used biological reference points derived from the per recruit model (F _0.1 the fishing mortality rate where the slope of the curve of yield‐per‐recruit model is 10% of the maximum slope and F _4Q%, the fishing mortality rate that reduces the expected egg production for a cohort of female lobsters to 40% of that produced in the absence of a fishery of the egg‐per‐recruit model) were influenced by uncertainties associated with lobster life history and fishery parameters. A large uncertainty in the current fishing mortality rate (F _cnr) and estimates of biological reference points (F _BRPs) increased the uncertainty in determining the risk of overexploitation throughout the confidence levels of the stochastic decision‐making framework. This simulation study suggests that the target reference point of F _40% is less sensitive to the input parameters’ uncertainty than F _0.1 We suggest a further evaluation of other F‐based references points and development of biomass‐based reference points before final selection and implementation for the management of the Taitung lobster fishery.     

Reduced seabird night strikes and mortality in the Tristan rock lobster fishery

The main impact of the fishery for Tristan rock lobster Jasus tristani on seabirds at the Tristan archipelago and Gough Island is through night strikes, when petrels collide with a ship after being disorientated by its lights. Tristan fishery observers have kept records of night strikes on the MV Edinburgh since the 2010/2011 fishing season. Over the last three years, 723 seabirds from nine species were recorded coming aboard the fishing vessel, with at least 39 (5.4%) birds dying as a result. Birds killed were broad-billed prions Pachyptila vittata (41%), common diving petrels Pelecanoides urinatrix (23%), and storm petrels (Pelagodroma marina and Fregetta grallaria/tropica 36%). All these species are listed as Least Concern globally, and the numbers killed per year are <0.1% of the island populations. The captain and crew of the Edinburgh are aware of the problem posed by deck lights at night, and attempt to keep external lighting to a minimum. As a result, the numbers of birds coming aboard vessels in this fishery have decreased from an average of 130 birds per night in 1989 to less than two birds per night in 2010–2013. Currently, most incidents occur during exceptional events when circumstances require deck lights to be lit at night. Consideration should be given to banning fishing operations at night, at least on misty nights.     

Evaluation of cross curves of fishing vessels at the preliminary design stage

The prediction of ship stability during the early stages of the design process is very important from the point of a vessel's safety. Hence, in this study, a formula is presented to estimate cross curves of fishing vessels to predict initial stability at the preliminary design stage. For this purpose, 175 fishing vessel forms have been generated from Doust trawler hull series. The predictive technique is established by regression analysis of systematically varied fishing vessel series data. The mathematical model is constructed as a function of main design parameters such as length to beam ratio L_WL/B_WL, beam to draft ratio B_WL/T, moulded depth to draft ratio D/T and block coefficient C_B. This prediction is also used to determine the effect of specific hull form parameters and load conditions on the stability of the fishing vessel. Some basic considerations on how the proposed method can be applied to a new fishing vessel are presented.     

Analysis of bycatch in the South African midwater trawl fishery for horse mackerel Trachurus capensis based on observer data

The South African midwater trawl fishery targets adult horse mackerel Trachurus capensis. The bulk of the catch is taken by a single freezer-trawler, the biggest fishing vessel operating in South African waters. As fishing takes place off the south coast in ecologically sensitive areas, there are concerns about the potential impacts of this fishing operation on non-target species. Fishing behaviour and bycatch of this fishery from 2004 to 2014 were investigated by analysing observer records with regard to catch composition, volume and temporal and spatial patterns. The midwater trawl fishery was estimated to have caught 25 415 tonnes annually, with a bycatch of 6.9% of the total catch, by weight. There are species overlaps with various fisheries, namely the demersal trawl, small-pelagic, line, shark longline and squid fisheries, yet the total bycatch estimates from this fishery are generally small relative to catches taken in the target fisheries. Bycatch species with the highest average annual catches were chub mackerel Scomber japonicus, redeye roundherring Etrumeus whiteheadi, ribbonfish Lepidopus caudatus and hake Merluccius spp. Large-fauna bycatch species included sunfish Mola mola as well as a number of CITES II- and IUCN-listed species, such as Cape fur seal Arctocephalus pusillus, dusky shark Carcharhinus obscurus, smooth hammerhead shark Sphyrna zygaena and thresher sharks Alopias spp. The 97.9% observer coverage is high and the 6.9% bycatch rate low compared to other South African fisheries; however, due to the large size of the individual hauls (average of 46.3 t), the average sampling rate of 1.56% is low. Our analyses suggest that bycatch in the South African midwater trawl fishery has been lower than in other South African fisheries and similar fisheries elsewhere, but due to the combination of high catch volumes and low sampling rates, estimation errors for rare species are high and there is a substantial risk of incidental unmonitored bycatch of rare large fauna and aggregations of small fauna. This could be mitigated by spatio-temporal management of this fishery, to avoid fishing in high-risk areas, and the introduction of an electronic monitoring programme.     

The structure and evolution of the coastal migrant fishery of Kenya

The current study was carried out over a period of one year to characterise the coastal migrant fishery of Kenya. The study looked at gears and vessels used, and ownership, demographic factors including ages of the fishers and family sizes, migrant activity and resource conservation at two main fishing villages in Kenya; Vanga and Mayungu in the south and north coasts, straddling at 4.663°S and 39.215°E and 3.214°S and 40.135°E respectively. Further, the fishers were categorised with regard to fishing, gear and vessel operation and trade, and evolution upon entry into the fishery was also assessed in order to define fisher-stake in the fishery for resource management and conservation planning. Structured questionnaires were used to interview the fishers, and data and information recorded from 1018 fishers during the survey. Migrants accounted for over 63% of the fishers in the two study sites, with majority of the fishers lying in the 15–45 year age bracket. Dependence level averages at 4–6 person families per fisher. Entry to the fishery was mainly at seamen level, progressing to fishermen and finally to fish dealers (tajiris), with the latter holding >62% capital in the fishery. Resource management in the fishery was low and only 10% of the fishers were active participants in marine conservation and community beach management issues. Fisher migrations were mainly monsoon season-linked (>58%) although social factors such as family location determined to a great extent the expanse of the migrations. The revival of fisheries cooperatives and active participation in community resource management and conservation groups is envisaged as the key to the sustainability of both the marine resources and the economies associated with this high mobility, cross-border fishery.     

基于北斗船位数据的渔业信息解译与应用研究——以中国毛虾限额捕捞管理为例

2020年6月15日—7月15日,我国首次中国毛虾(Acetes chinensis)限额捕捞试点于江苏连云港实施。本研究提取62艘毛虾网船在限额捕捞期间的421700条北斗船位数据经纬度、航速、航向等信息,运用缓冲区叠加分析法、DBSCAN密度聚类算法、平均中心算法、核密度估计以及数据库查询对捕捞努力量等管控要素进行分析研究。结果显示,所有毛虾网船累计作业239个航次、1942个网次,捕捞过程分为航行、抛锚布网、等待渔获、收渔获、停航等5个状态,中国毛虾捕捞状态船位点呈直线分布,总捕捞时长为4413.73h,82.4%的单网次捕捞时长为1.5—3.5h,各网次捕捞产量呈现多核心空间分布模式,总捕捞努力量为108106343 m~2·h,计算62艘的捕捞总产量值约为2328 t,比上报产量高12.6%;本文通过北斗船位数据解译和提取捕捞努力量以计算中国毛虾捕捞产量及资源空间分布情况,有效应用于中国毛虾限额捕捞,为解决我国单品种限额捕捞难点积累了宝贵经验。     

Comparison of horse mackerel length frequencies obtained from research vessels and commercial midwater trawlers: implications for biomass estimation

The validity of abundance estimates from hydroacoustic surveys relies, inter alia, on the ability of the fishing gear on the research vessel to sample non-selectively. This study compares the length frequencies of Cape horse mackerel Trachurus trachurus capensis taken in Namibian waters by the R.V. Welwitchia and commercial midwater trawlers. Results indicate that the length distributions of catches taken by the Welwitchia were significantly different from those from commercial trawlers, with a greater proportion of fish >25 cm being sampled by the latter. Also, the biomass estimated per length-class from hydroacoustic surveys over the period 1994–2000 was compared with those from annual landings of the commercial fishery. The length distribution of horse mackerel in purse-seine catches compares favourably with those from the research vessel. However, comparisons with the midwater trawl catches indicated that the length frequencies obtained from research vessels during the years 1994–1997 underestimated the number of large fish in the population and biased the biomass in those years. From 1998 to 2000 the bias was negligible. The magnitude of the error varied between years, but it remained fairly low. To compensate for this bias, length distribution data from midwater trawlers should be integrated into the acoustic biomass calculation procedure.     

A New model to forecast fishing ground of Scomber japonicus in the Yellow Sea and East China Sea

The pelagic species is closely related to the marine environmental factors, and establishment of forecasting model of fishing ground with high accuracy is an important content for pelagic fishery. The chub mackerel(Scomber japonicus) in the Yellow Sea and East China Sea is an important fishing target for Chinese lighting purse seine fishery. Based on the fishery data from China's mainland large-type lighting purse seine fishery for chub mackerel during the period of 2003 to 2010 and the environmental data including sea surface temperature(SST), gradient of the sea surface temperature(GSST), sea surface height(SSH) and geostrophic velocity(GV), we attempt to establish one new forecasting model of fishing ground based on boosted regression trees. In this study, the fishing areas with fishing effort is considered as one fishing ground, and the areas with no fishing ground are randomly selected from a background field, in which the fishing areas have no records in the logbooks. The performance of the forecasting model of fishing ground is evaluated with the testing data from the actual fishing data in 2011. The results show that the forecasting model of fishing ground has a high prediction performance, and the area under receiver operating curve(AUC) attains 0.897. The predicted fishing grounds are coincided with the actual fishing locations in 2011, and the movement route is also the same as the shift of fishing vessels, which indicates that this forecasting model based on the boosted regression trees can be used to effectively forecast the fishing ground of chub mackerel in the Yellow Sea and East China Sea.