基于Deeplabv3+模型的成都平原水产养殖水体信息提取

为应用深度学习和遥感影像实现养殖水体信息的快速提取,以成都平原为研究区,以Sentinel 2A和高分6号多光谱影像为数据源,基于国产开源深度学习平台PaddlePaddle训练Deeplabv3+语义分割模型,构建遥感影像的水体语义分割模型,用于提取成都平原养殖水体信息。Deeplabv3+方法的总体精度和Kappa系数分别达到94.14%和0.88,均高于归一化差分水体指数法和最大似然监督分类法;模型对阴影和建筑物等误分为水体的抑制效果较好,而对小面积和细小线状水体信息的提取则受影像分辨率影响,效果无明显改进;成都平原2018年和2020年养殖水体面积分别为22.3 khm²和28.6 khm²,其验证区青白江区、新津县和广汉市养殖水体面积的泛化提取结果验证误差均≤±10%。该研究结果可为应用深度学习平台建立遥感影像的水体语义分割模型及提取水产养殖水体信息提供参考。     

Performance of Mixed Species and Mono‐specific Algal Diets for Culture of Larval Western School Prawns,Metapenaeus dalli

The effect of three mono‐specific and four combinations of the diatoms Chaetoceros muelleri, Chaetoceros calcitrans, and the chlorophyte Tetraselmis suecica on survival, development, and dry weight of the western school prawn, Metapenaeus dalli, was assessed from protozoea I until mysis I. The development and dry weight of larvae were significantly greater when fed diets comprising C. muelleri and/or T. suecica. A fourth diet, consisting of all three microalgal species also performed just as well. Survival alone was a poor measure of the performance of the various diets. Larvae fed with C. calcitrans, either alone or in a mixed diet with either C. muelleri or T. suecica, had significantly slower development and lower dry weight. Overall performance, assessed using the normalized biomass development index, determined that both mono‐specific and mixed diets containing C. muelleri and T. suecica were among the best for M. dalli larvae. These results for M. dalli are consistent with those found for commercially grown penaeid prawns. This study enhances the limited knowledge on the feeding requirements of metapenaeid prawn larvae. Moreover, the results will help improve hatchery methods for the aquaculture‐based enhancement of M. dalli in the Swan‐Canning Estuary and potentially increase the abundance of this iconic recreational species.     

我国淡水养殖业发展的空间变化影响因素分析

在陆地农业资源退化和人口总量上升的双重压迫下,淡水养殖有望成为支撑我国居民口粮供给的另一支柱产业。基于2007-2014年我国省域淡水养殖面板数据,探寻了我国淡水养殖区域的格局变化,利用全局Moran’s I指数考察淡水养殖区的空间相关性,并通过构建空间杜宾面板模型分析了产业格局变化的影响因素。研究表明:1我国淡水养殖业呈现出东南热、西北冷的特点,省域间的空间相关性逐年显著;2淡水养殖资金投入增加、养殖面积扩大、区域经济发展水平提升会对淡水养殖量有正向的作用,体现我国淡水养殖业由粗放经营向集约化经营的转变;3淡水养殖面积负间接效应反映过度养殖和环境污染对淡水资源的破坏会减缓淡水养殖业的发展;4淡水养殖业发展和城镇化的进程之间不矛盾,在未来可以稳定持续地提供淡水产品,成为国家粮食安全和食品安全重要保障。最后从合理规划淡水养殖区域格局、平衡省份间技术推广资金投入和加强对水资源污染的监管3个方面提出了推动淡水养殖业发展的政策建议。     

封闭流水式网箱养殖混合供电系统设计

封闭流水式网箱养殖优点是零排放无污染,符合环保养殖要求,缺点是水质容易恶化,水交换与排污能耗大。为了降低能耗并确保设备正常运行,研发太阳能-市电-柴油发电机混合供电系统。基于蓄电池充放电特性,采用最大功率点跟踪(MPPT)和数字信号处理(DSP)技术实现太阳能智能充放电控制与保护,应用双电源自动转换开关技术实现有序混合供电。太阳能月均发电量250 k W·h,日均供电8.3 k W·h,满足负载日均耗电6.6~8.8 k W·h要求。结果表明,在阳光充足情况下,以太阳能供电为主;当出现连续阴雨天气情况下,供电顺序为蓄电池(充满状态可放电3~4 h)、市电、柴油发电机。随着太阳能系统性价比的提高,节能效果将更加明显。     

内导叶滚筒式收鱼机设计与实验

针对深海域网箱养殖人工收鱼效率低、且劳动强度大,吸鱼泵等传统收鱼装置鱼损率高、需要装备大功率发电系统、不适合中小型收鱼船作业等问题设计了内导叶滚筒式收鱼机。对该装置的主体结构进行仿真,确定了主体结构发生最大等效应力和应力集中的位置,根据仿真结果进一步优化结构,并试制了实验装置。通过实验得出最优控制方案,即在倾角10°、转速15.3r/min情况下,有效输送量与功耗比最优,且滚筒在不同倾角下最优转速为15r/min,实验鱼损率为0.1%,满足用户要求。该装置能在保证一定收鱼效率的同时降低鱼损率,适合中小型渔船收鱼作业。     

Design and performance of recirculating aquaculture system for marine finfish broodstock development

Tropical and subtropical climatic conditions in India present an ideal and unique opportunity for being the leader in tropical marine finfish aquaculture. However, the problem persist due to non-availability of marine finfish seed for the culture. In response to this problem, broodstock development of different tropical marine finfishes for seed production was started. The present study was undertaken to design a recirculating aquaculture system (RAS) and studying their performance in managing the various water quality required for the marine finfish broodstock development and breeding. The design of RAS, developed in the present study, included a broodstock tank, egg collection chamber, electrical pump, rapid sand filter, venturi type protein skimmer and biological filter. Two RAS were designed, one was stocked with a demersal fish species, orange spotted grouper (Epinephelus coioides) and the other was stocked with a pelagic fish species, Indian pompano (Trachinotus mookalee) at the rate 1 and 0.5 kg/m³ with a sex ratio of 1:1 and 1:2 (female: male) respectively. Various physio-chemical parameters, viz, total ammonia nitrogen (TAN), nitrite, nitrate, pH, alkalinity, temperature, free carbon dioxide (CO₂) and dissolved oxygen (DO) of both tank water were analyzed to assess the performance of recirculating aquaculture system in maintaining the water quality. Gonadal development of the fishes was assessed and the spawning performance was recorded and finally, economic performance of the system was also evaluated. During the entire experimental period, mean monthly total ammonia nitrogen was less than 0.07 and 0.06 mg L⁻¹ and mean monthly nitrite was less than 0.02 and 0.01 mg L⁻¹ in orange spotted grouper and Indian pompano RAS tanks respectively. The pH (7.8–8.2), DO (>4 mg/L) and alkalinity (100–120 mg/L) were found to be in optimum range in both recirculating aquaculture systems. Carbon dioxide was found to be nil during the entire experimental period in both the systems. In fact these levels were comparable or less than that is reported as the permissible limits for broodstock development. Indian pompano and Orange spotted grouper matured and spawning was obtained with production of fertilized eggs round the year. Economic evaluation showed the price of 10,000 fertilized eggs of orange spotted grouper to be US $ 1.33. The design of RAS devised in the present study is efficient in controlling and maintaining optimum water quality for broodstock development of both demersal and pelagic finfishes. The fishes stocked in RAS attained final maturation and round the year spawning was obtained.     

Effect of the particle size on the ammonia removal rate and the bacterial community composition of bioflocs

The total ammonia nitrogen (TAN) removal efficiency and bacterial community composition of bioflocs with <50-μm particle size, > 50-μm particle size and un-sieved bioflocs were investigated in the current study. The initial ratio of dissolved organic carbon to TAN (DOC/TAN) in the three groups were about 14:1. No significant difference was found in the removal rate of TAN, average concentrations of TAN and nitrite nitrogen among the three groups (P > 0.05). The C/N (w/w) ratio of the > 50-μm bioflocs was significantly higher than those of the other groups. No significant differences were found in the crude protein content in the bioflocs among the three groups. The development of the bacterial community compositions of the bioflocs was analyzed by Illumina MiSeq sequencing analyses. Most OTUs were shared among the three groups at all the sampled time points. With the increase in the relative abundance of phylum Firmicutes, that of phylum Proteobacteria, Chorolexi, and Bacteroidetes decreased in all the three groups. The phylum Firmicutes and genus Bacillus were predominant in all the sampled time points. At the end of the experiment, genus Bacillus accounted for 81% in the < 50-μm group, 82% in the > 50-μm group, and 75% in the un-sieved group.     

The future of genetic engineering to provide essential dietary nutrients and improve growth performance in aquaculture: Advantages and challenges

Advancements in gene technology in recent years have been driving the aquaculture industry forward. Improvements in growth performance, feed efficiency, and omega‐3 content are goals of the industry that could capitalize on applications of genetic engineering. One of the major challenges in the industry is to reduce the use of fish meal and oil, to improve the environmental and economic sustainability of aquaculture. The recent development of genetically engineered feed ingredients is one potential solution to the looming problem of fish meal and oil dependency. Furthermore, the development of transgenic fish has potential to improve production efficiency and other future desirable characteristics that relate to feed utilization and product quality. New gene technologies are beginning to revolutionize how we produce our food, and in aquaculture, will ultimately reduce pressure on wild fish stocks, help to preserve natural aquatic ecosystems, and improve nutritional profiles of farmed fish for human consumption. The purpose of this review is to provide an update on the current applications of genetic engineering technology to improve aquaculture through nutrition, including the development and use of transgenic feed ingredients, transgenic fish, and ultimately their impacts on nutrition, product quality, and consumers.     

主要养殖鲟鱼的生物学及养殖前景

鲟鱼是世界上最古老的鱼类之一,现存鲟鱼种数有２５～２６种。由于多年的酷渔滥捕和生态环境恶化,鲟鱼资源日益衰退。１９９０年世界鲟鱼产量为２万ｙ,１９９３年下降到１万ｔ。本文作者综述了鲟鱼类的起源、地理分布、生态习性和生物学特性,分析和讨论了开展鲟鱼养殖应注意的问题及鲟鱼的养殖前景。     

四种填料滤器处理养鱼废水的硝化性能

为了研究不同填料对海水养殖废水处理的硝化效能,并为生物滤器硝化动力学模型的构建、生物滤器的设计与管理提供基础数据支持,本文在5个化学耗氧量/总氨氮比0、0.8、2、6、12条件下,研究了竹制空心生化球、麦饭石、陶粒和生物滤球等4种填料的生物滤器去除模拟海水养殖废水中化学需氧量和总氨氮,以及生物膜微生物种群结构和数量的变化。结果表明：在低化学需氧量/总氨氮（＜6）条件下麦饭石填料的生物滤器具有最高的化学需氧量和总氨氮去除效能,最高分别可达850和21 g/(m3·d)（化学需氧量/总氨氮=0.8）;竹制空心