29 September 2025, Volume 40 Issue 4
    

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  • LIU Huang, LIU Shijing
    Journal of Dalian Fisheries University. 2025, 40(4): 541-551. https://doi.org/10.16535/j.cnki.dlhyxb.2025-183
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    Smart fisheries are an important means of improving fishery production efficiency and promoting the modernization and transformation of the fishery industry. By deeply integrating advanced technologies such as multisensing, the Internet of Things (IoT), big data, and artificial intelligence, smart fisheries have made significant progress in key areas such as breeding, aquaculture, fishing, and processing. However, the new trends in the high quality development of modern fisheries pose higher demands on the development of smart fisheries. This paper systematically reviews the major research progress in smart fisheries technologies from three dimensions: information sensing, transmission, and analysis and decision-making. It also outlines the technology development trends and summarizes the current applications of intelligent technologies in breeding, aquaculture, resources, fishing, and processing, in combination with the practical needs of the industry. The aim is to provide support for the transformation of China’s fisheries from a big fishery country to a strong fishery nation.
  • LI Jie, LIU Chang, NIU Jixiang, HE Muchun, ZENG Yuqing, QIAO Xue, WANG Lingling, SONG Linsheng
    Journal of Dalian Fisheries University. 2025, 40(4): 552-564. https://doi.org/10.16535/j.cnki.dlhyxb.2024-272
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    We explored the composition of the chitin synthase (CHS) gene family members and their expression characteristics in Crassostrea gigas. The CHS genes of C. gigas were identified using a whole genome screening strategy, and the expressions of the CgCHS genes during the early larval development stage of C. gigas were analyzed using qRT-PCR.Two CHS gene subfamilies (CgCHS1 and CgCHS2) were identified in the genome of C. gigas, including one CgCHS1 and six CgCHS2 (1-6) members, which were unevenly distributed on chromosomes 2, 3, 4, and 7. All of the CgCHS genes encoding for proteins had conserved Chitin_synth_2 domains and multiple transmembrane domains, including 10 similar motifs (motif 1-10). Instability coefficient analysis showed that the CgCHS proteins were unstable except for the CgCHS1 protein. Furthermore, all of the members except CgCHS2 2 were hydrophilic proteins.Phylogenetic analysis showed that the CHS gene family of C. gigas clustered into one clade with CHS from G. aegisO. bimaculatusH. rubraC. virginica and M. yessoensis.The qRT-PCR showed that the expression levels of CgCHS2 2-5 increased significantly during the critical stage of shell formation in trochophore and D-type larvae, and might be involved in the transformation of the chitin shell into the calcareous shell. The expression levels of CgCHS1 and CgCHS2 1 were up-regulated mainly in the blastocyst stage, which we speculated was due to the formation of shell glands. In summary, the CHS gene family was conserved in C. gigas, and the expression levels of CgCHS increased significantly during the critical period of larval shell formation. This result provides a solid foundation for the elucidation of the action of CgCHS in regulating larval development, especially during the transformation of the chitin shell into a calcareous shell in C. gigas.
  • ZHAO Xinyan, LIU Shang, LI Jiaxi, CHEN Yingxu, GUAN Hui, ZHAO Chenyang, LI Yongming, HUO Zhongming, FANG Lei
    Journal of Dalian Fisheries University. 2025, 40(4): 565-574. https://doi.org/10.16535/j.cnki.dlhyxb.2025-025
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    Bacteria beneficial to the growth of the sea cucumber Apostichopus japonicus were isolated from the intestines of healthy individuals. Strains producing protease, lipase, and amylase were screened by using selective media, and their enzymatic activities were subsequently verified. Further evaluations included tests for antibiotic sensitivity and tolerance to acids and bile salts. The strains were identified based on morphological characteristics and full-length 16S rDNA sequencing. Safety and aquaculture experiments were conducted to assess their growth-promoting effects on A. japonicus. One strain, designated AC27 was successfully isolated and found to be capable of simultaneously producing protease, lipase, and amylase.AC27 exhibited no β-hemolytic activity, demonstrated high sensitivity to multiple antibiotics, and was able to grow under conditions of pH 3.0 and 0.7% bile salt concentration.Morphological and 16S rDNA sequencing analyses identified AC27 as Bacillus flexus. Pathogenicity tests confirmed that AC27 was non-pathogenic to A. japonicus. Immersion culture experiments demonstrated that it significantly enhanced the weight gain rate and specific growth rate of A. japonicus (P<0.05) while reducing the coefficient of variation in body weight. In conclusion, B. flexus AC27, isolated from the intestines of healthy A. japonicus, is safe, reliable, and exhibits significant growth-promoting effects.This study highlights the potential of B. flexus as a valuable candidate for developing probiotics tailored for A. japonicus.
  • WU Min, SHAO Yizhi, LU Tongyan, ZHAO Jingzhuang, XU Liming
    Journal of Dalian Fisheries University. 2025, 40(4): 575-584. https://doi.org/10.16535/j.cnki.dlhyxb.2025-012
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    We established a rapid diagnostic method for infectious pancreatic necrosis virus (IPNV) by predicting antigenic epitopes on the IPNV virus VP2 protein and screening two peptides with strong antigenicity and good conservation, located at positions 178-191, and 380-393 on the protein surface. Monoclonal antibodies VP2-178 and VP2-380 were prepared against these VP2 protein regions. The purified antibodies were labeled with HRP, and an antigen capture ELISA detection method for the IPNV virus VP2 protein was established. The results showed that the capture antibody VP2-178 had an optimal working concentration of 0.5 μg/per and the detection antibody VP2-380 had an optimal working concentration of 1∶2 000. After optimizing the detection conditions, the ELISA method was able to detect the prevalent type 1 and type 5 IPNV strains. However, it did not react with IHNV, SVCV, or VHSV, indicating broad spectrum applicability and high specificity. Sensitivity tests showed that the method's lowest detection limit for IPNV was 62.5 TCID50/mL. Repeatability results showed that the intra- and inter-batch variation coefficients were less than 7%. The results showed a 100% concordance rate when the antigen capture ELISA detection method established in this study was compared with the national standard method in 40 clinical samples, tested simultaneously. These results indicate that the ELISA detection method established in this study can provide technical support for the rapid clinical diagnosis of IPNV.
  • QIN Yan, FAN Bo, TONG Jiaqi, KONG Lanfen, DAI Xiaoli, CHEN Yumao, LIU Yongkuan
    Journal of Dalian Fisheries University. 2025, 40(4): 585-596. https://doi.org/10.16535/j.cnki.dlhyxb.2024-278
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    We explored the ecological status of the Maling River in Xingyi, Guizhou Province, China using environmental DNA metabarcoding technology to investigate the eukaryotes at five sampling sites in the upper, middle, and lower reaches of the Maling River in May (wet season) and December (dry season) of 2022. The environmental indices of water samples taken from the five sampling sites were also recorded. The composition of the eukaryotic community structure including the dominant species, plankton abundance, diversity index, and evenness index were analyzed, as well as their relationships with the environmental factors. During the wet season, a total of 789 species of eukaryotes from 37 phyla were recorded, with Mollusca and Chlorophyta comprising the dominant groups. During the dry season, a total of 930 species of eukaryote from 53 phyla were recorded, with Arthropoda and Bacillariophyta comprising the dominant groups. Significant seasonal differences in the structure of the eukaryotic biological communities were observed. Species richness in the dry season was significantly lower than that in the wet season (P<0.05). There was no significant difference in the diversity and evenness indices of the eukaryotic communities between the two seasons (P>0.05). Canonical correspondence analysis between eukaryotes and environmental factors showed that pH, total nitrogen, dissolved oxygen, and water conductivity were the key environmental factors affecting the changes in the eukaryotic community. This study provides a scientific basis for subsequent related research on the Maling River and the ecological protection of the Nanpan River water system.
  • LI Qian, WANG Jiying, LI Baoshan, WANG Peifeng, WANG Xiaoyan, SUN Yongzhi, HUANG Bingshan
    Journal of Dalian Fisheries University. 2025, 40(4): 597-606. https://doi.org/10.16535/j.cnki.dlhyxb.2025-001
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    This study examined the effects of various carbon sources on the fermentation of compound feed for Apostichopus japonicus and the effects of fermented feed on the growth, digestion, and non-specific immunity of A. japonicus. In the fermentation process, 2% of either glucose, sucrose, maltose, soluble starch, or fructooligosaccharides was added as a carbon source. The compound feed offering the optimal fermentation effect was selected as the complementary feed, and was added to the basic feed in different proportions to prepare six experimental diets with complementary fermentation feed contents of 0 (D1), 5% (D2), 10% (D3), 20% (D4), 30% (D5), and 40% (D6). The experimental A. japonicus had an initial average body weight of (27.03±0.12) g and were fed for eight weeks. The results showed that adding a carbon source significantly increased the acid-soluble protein and reduced the sugar contents of the experimental feeds. On days 1, 3, and 4 of fermentation, the fructooligosaccharide group contained significantly higher acid-soluble protein than the other groups. On days 2 and 4 of fermentation, the soluble starch group contained significantly lower acid-soluble protein than the other groups. On days 1 to 4 of fermentation, the soluble starch group had a significantly lower reducing sugar content than the other groups. Compared with the feed with no carbon source: the fermentation time was shortened from four days to three days; the acid-soluble protein content increased from 11.88% to 13.46%; and the reducing sugar content increased from 2.13% to 3.15%. As the fermented feed substitution ratio increased, the weight gain rate (WG) and specific growth rate of A. japonicus first increased and then decreased, with a maximum WG value of 78.93% in the D4 group. There were no significant differences in the moisture, crude protein, crude lipid, and crude ash contents in the body wall of A. japonicus in any of the experimental groups. The addition of fermented feed significantly improved the activity of intestinal digestive enzymes. The protease and amylase activities in the D2-D5 groups were significantly higher than those in the other two groups. The cellulase activities in the D4-D6 groups were significantly higher than those in the other groups. The height of the intestinal folds was the greatest in the D4 group. As the substitution ratio of fermented feed increased, the intestinal alkaline phosphatase and acid phosphatase activities first increased and then decreased, reaching their maximum values in the D5 and D4 group, respectively. The total superoxide dismutase activity in group D1 was significantly lower than that in the other groups. The malondialdehyde content decreased at first and then increased, and was lowest in the D4 group. In summary, fructooligosaccharides as a carbon source provided the best fermentation effect, and the fermentation effect of soluble starch was the worst. Taking WG as the evaluation indicator, a linear regression analysis showed that the optimal substitution ratio of fermented feed for A. japonicus of initial body weight 27.03 g, was 24.69%.
  • MO Yanfang, LUO Xiaonian, DUAN Youjian, LI Jiao, LI Jianqiao, KANG Junlong, DONG Ruixin, SUN Rongzhen
    Journal of Dalian Fisheries University. 2025, 40(4): 607-617. https://doi.org/10.16535/j.cnki.dlhyxb.2025-004
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    To achieve the largescale production of Pseudorasbora parva, a comparative study of P. parva reproductive technologies was conducted at the Xingda Farm in Liaoyang County from 2023 to 2024. Oxytocin dosages, injection methods, interval of injections, optimum water temperature for estrus, changes in sperm motility of male fish injected with aphrodisiacs, and five methods to extract eggs and two methods of hatching management were assessed. The results showed that the peak breeding period of P. parva in the Liaoyang area, was from early April to early June. The maturity rate of the fish was 291.41%. When LHRH-A2 8 μg/kg+HCG 2 000 IU/kg was injected, the highest level of oxytocin was achieved, reaching 63.00%±5.77%. The highest level of oxytocinoccurred when the water temperature was 17 ℃, and the time between the two injections was 8 h, resulting in an effect time of 23-36 h. The time for sperm to move rapidly reached the maximum of (89.50±0.50) s at 16 h after P. parva males were injected with oxytocic drugs.At 24 h, the life-time of sperm reached its maximum of (132.00±15.04)s. Of the five artificial spawning substrates tested, sieve cloth achieved the highest egg adhesion rate of 98.00%±0.02%. Of the two hatching methods, incubation baskets significantly outperformed static aerated plastic basins (P<0.05). In 2024, three oxytocic production batches under the optimized conditions yielded 400 000 eggs and 255 000 fry. The elliptical yellowish adhesive eggs of were measured (1.08±0.23) mm pre-hydration, expanding to (1.68±0.13) mm post water-absorption. Embryonic development progressed through 27 stages across 7 phases (blastodisc formation, cleavage, blastula, gastrula, neurula, organogenesis, and hatching). At 18 ℃-21 ℃, hatching took 199 h 58 min with a total accumulated temperature of hatching of 3 811.62 ℃/h. The total length of newly hatched larvae was (5.01±0.32) mm, and horizontal swimming and readiness for releasing to pond was achieved within 3-4 days post-hatching. This study shows that large-scale artificial propagation of P. parva may be achieved by artificially controlling the type dosage and injection methods of oxytocic drugs.
  • YU Aiqing, SHI Yonghai, XU Jiabo, LIU Yongshi, JIANG Fei, YUAN Xincheng
    Journal of Dalian Fisheries University. 2025, 40(4): 618-627. https://doi.org/10.16535/j.cnki.dlhyxb.2024-268
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    We investigated the genetic diversity and genetic structural differences among different cultured populations of Leiocassis longirostris to enable the development of effective scientific strategies for the selection and breeding of superior varieties. Twenty fluorescently labeled EST-SSR primers were selected to evaluate the genetics of five cultured populations of L. longirostris from Shanghai Baoshan (BS), Jiangsu Changzhou (CZ), Sichuan Meishan (MS), Guangdong Shunde (SD), and Hubei Xiantao (XT). We detected a total of 219 alleles from 20 EST-SSR primers, with an average of 10.95 alleles per primer. The average number of effective alleles (Ne), observed heterozygosities (HO), expected heterozygosities (He) and polymorphism information contents (PIC) of the five cultured populations ranged from 3.03 to 4.13, from 0.708 3 to 0.813 3, from 0.624 3 to 0.727 6, and from 0.574 0 to 0.686 5, respectively. Hardy-Weinberg Equilibrium (HWE) tests indicated that out of the 100 population locus combinations analyzed, 45% significantly deviated from the HWE (P<0.05). A population genetic differentiation analysis showed that the BS population exhibited moderate genetic differentiation (0.05<Fst<0.15) while the MS, SD, and XT populations, showed weak genetic differentiation in pairwise tests (Fst<0.05). Molecular variance analysis results indicated that the majority of the genetic variation originated from differences among individuals within the populations (95.28%), with only 4.72% of the genetic variation stemming from differences between populations. Consistent results were obtained from an Unweighted Pair-Group Method with Arithmetic Mean analysis, a Principle Component analysis, and a Bayesian Structure Clustering analysis and revealed two major groups among the five cultured populations: the BS population formed a separate group, while the CZ, MS, SD, and XT populations clustered into a second group. This study showed that five cultured populations of L. longirostris had relatively high levels of genetic diversity and exhibited varying degrees of genetic difference. In particular, the BS population showed a relatively independent genetic structure.
  • PAN Hangfeng, SUN Dongfang, ZHOU Xianfa, PAN Jiayi, LIU Ping, WANG Xuezhong, GAO Baoquan
    Journal of Dalian Fisheries University. 2025, 40(4): 628-635. https://doi.org/10.16535/j.cnki.dlhyxb.2025-040
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    A new variety of Portunus trituberculatus, “Huangxuan No.1”, was artificially selected and bred for 17 generations. It is fast growing with a neat specification, and has achieved remarkable economic, social and ecological benefits through industrialized aquaculture. In order to examine the morphological variations between P. trituberculatus “Huangxuan No.1” and native populations of P. trituberculatus, 12 measurable traits from a total of 120 individuals were compared from four populations (30 individuals per population): “Huangxuan No.1”, Dandong, Haizhou Bay, and Laizhou Bay, for using multivariate statistical analysis. The traits comprised: full carapace width, carapace width, carapace length, body height, frontal width, fixed finger length of the cheliped, merus length of the cheliped, first orbital margin width, second orbital margin width, meropodit length of the first peraeopod, propodit length, and dactylopodit length. One-way analysis of variance showed no differences in fixed finger length of the cheliped/full carapace width and meropodit length of the first peraeopod/full carapace width among the populations (P>0.05), while the rest of the indicators differed significantly among the populations (P<0.05). A cluster analysis showed that the Haizhou Bay and Laizhou Bay populations were the closest in morphology, and that the “Huangxuan No.1” population had the highest degree of population divergence. A principal component analysis showed that the contributions of the first three principal components to the total variance were 30.455%, 23.948%, and 13.849%, respectively, accounting for a cumulative value of 68.252%. A discriminant analysis provided four population discrimination formulas, constructed based on six morphometric scale parameters, which had discrimination accuracies ranging from 70.0% to 96.7% for P1, 70.0% to 90.0% for P2, and a combined discrimination accuracy of 84.6%. These results showed significant differences in some morphological traits among the four P. trituberculatus populations, and that the differences between the “Huangxuan No.1” population and the wild populations concerned cephalothoracic armor, ambulatory legs, and chelipeds, which might be related to feeding habits, habitat characteristics, and the effects of artificial selection. The results of this study provide important basic information for the conservation of germplasm resources and genetic improvement of P. trituberculatus.
  • LI Huichen, QU Yingsha, YIN Zhendong, CUI Hongwu, CUI Zhengguo, QU Keming, LI Hao
    Journal of Dalian Fisheries University. 2025, 40(4): 636-643. https://doi.org/10.16535/j.cnki.dlhyxb.2024-243
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    We investigated the migration and transformation of carbon elements in recirculating aquaculture systems (RAS) to provide a scientific foundation for optimizing system design and enhancing aquaculture output. A set of RAS based on a fixed bed biofilm reactor was constructed, with the pearl gentian grouper Epinephelus lanceolatus♂× Epinephelus fuscoguttatus♀ as the aquaculture target. The energy changes in the sediments in each unit were determined by using an oxygen bomb calorimeter, and the organic carbon concentration changes in each RAS unit during the different cycles were measured by using an elemental analyzer. The input and output, as well as the organic carbon migration and transformation processes and the energy within the RAS were calculated and analyzed. The results showed that feed was the main organic carbon and energy input in an RAS, accounting for 100% of the total energy and 99.89% of the total organic carbon. The fish assimilated 58.41% of the carbon in the feed, while the carbon in solid waste and gas emissions accounted for 22.16% and 14.75% of the total output, respectively. The fish assimilated 77.99% of the energy in the feed, and 4.82% was output through solid waste. The organic carbon concentration gradually decreased along the length of the forward flow of each unit, primarily due to the organic carbon removal effect of the biological filter (P<0.05). The total organic carbon concentration in the RAS showed a fluctuating equilibrium during the short cycle and a small accumulation over time in the long cycle.The organic carbon contents of each unit changed from significantly different concentrations to similar ones over time. This study showed that RAS has high carbon utilization and energy utilization efficiencies, and that a biological filter has the highest organic carbon removal rate. This study also revealed the high yield performance of RAS from the perspective of carbon and energy transformation and suggested scientific grounds to clarify matter cycling and energy flow in an RAS.
  • LÜ Yanwei, GUO Wen, MENG Zhiyu
    Journal of Dalian Fisheries University. 2025, 40(4): 644-654. https://doi.org/10.16535/j.cnki.dlhyxb.2024-222
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    Sediment samples were collected at 12 coastal stations in Rizhao City, Shandong Province to investigate the benthic species composition, community structure, and species of free-living nematodes in the intertidal zone of the middle Yellow Sea. Benthic animal species composition, dominant species, and community structure were explored using indoor sorting, slide production, data statistics, morphological identification, and so on. The results identified nine meiobenthic groups: free-living Nematoda, Tardigrada, Copepoda, Polychaeta, Ostracoda, Bivalvia, Turbellaria, Oligochaeta, and other taxa, including 262 species of free-living nematodes belonging to 127 genera, 39 families, and 9 orders. Four newly recorded species of free-living marine nematodes were found and described: Onyx disparamphis Tchesunov, Jeong &Lee, 2022, Gammanema curvata Gagarin &Klerman, 2007, Sphaerolaimus ganymede Zograf, Pavlyuk, Trebukhova &Nguyen Dinh Tu, 2020, and Synonchiella hopperi Ott, 1972. The study showed that nematodes were the dominant constituent of the small benthos collected and that Daptonema Cobb, 1920 was the dominant genus, followed by Microlaimus de Man, 1880. The dominant species was Bolbolaimus major Guo, Liang, Lv &Wang, 2023.
  • LI Minghao, LI Zhixiang, ZHANG Xuzhi, LIU Chuanxia, DING Dongsheng, CUI Zhengguo, QU Keming, WANG Qingkui, WEI Yuqiu
    Journal of Dalian Fisheries University. 2025, 40(4): 655-665. https://doi.org/10.16535/j.cnki.dlhyxb.2024-226
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    We investigated the mechanisms linking zooplankton community structure and environmental characteristics in Jinghai Bay through two data gathering cruises conducted in May 2023 (spring) and August 2023 (summer). Redundancy analysis and Pearson correlation analysis were used to explore the date gathered. The surveys revealed a total of 38 zooplankton species belonging to ten groups, with 15 species from four groups in spring and 23 species from six groups in summer. The dominant species in spring included Eurytemora pacificaTortanus derjugini, and Brachyuran zoea larvae, while the dominant species in summer were Acartia pacificaT. derjugini, and Brachyuran zoea larvae. The abundance of zooplankton in Jinghai Bay showed a significant increasing trend from spring to summer, accompanied by a notable rise in biomass. Pearson correlation analysis further revealed that the abundance, biomass, H′ index, and J index of the zooplankton community were influenced by multiple environmental factors. Specifically, in spring, phosphate, inorganic nitrogen, and water temperature were positively correlated with the abundance and biomass of most zooplankton species. In contrast, during the summer, salinity and dissolved oxygen were positively correlated with zooplankton abundance, while chlorophyll a (Chl-a), phosphate, and inorganic nitrogen were negatively correlated with abundance. In addition, salinity was positively correlated with biomass, whereas phosphate was negatively correlated with biomass. The three dominant species in the zooplankton community in the study area showed different responses to environmental factors between the two seasons. Specifically, in spring, E. pacificaT. derjugini, and Brachyuran zoea larvae showed positive correlations with water temperature, dissolved oxygen, pH, and Chl-a. In summer, however, A. pacifica showed negative correlations with Chl-a, inorganic nitrogen, and phosphate, while T. derjugini and Brachyuran zoea larva showed negative correlations with phosphate, inorganic nitrogen, and salinity. This study shows that the growth of zooplankton in Jinghai Bay is collectively influenced by environmental factors such as water temperature, with environmental stress playing a significant role in their ecological adaptations. Zooplankton are a crucial component of marine ecosystems and studying the effects of environmental stress on their communities provides valuable insights for monitoring the health status of coastal bay ecosystems.
  • SONG Zhikun, LANG Zixuan, LI Qiuyi, CAO Xinyu, ZHANG Mingliang, CHI Shoufeng
    Journal of Dalian Fisheries University. 2025, 40(4): 666-675. https://doi.org/10.16535/j.cnki.dlhyxb.2024-286
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    We investigated the distribution and change patterns of pollutants in the northern waters of Liaodong Bay using a three-dimensional hydrodynamic ecological coupling model, constructed based on the Delft3D model.The spatial and temporal distribution of nutrients and phytoplankton in the waters were simulated and the dynamic response of nutrients to different external environmental factors was analyzed. Field observations were used to verify the coupling model and showed that it can reproduce the hydrodynamic characteristics and aquatic ecological processes in the northern part of Liaodong Bay. The concentrations of ammonia nitrogen and nitrate were high in both spring and summer. The concentrations of active phosphate and phytoplankton were both highest in summer.In terms of spatial distribution, the concentrations of ammonia nitrogen and nitrate (spring and summer) were higher at the north end of the Bay and lower in the south, and gradually decreased with increasing distance from the shore, while the concentrations of active phosphate and phytoplankton (summer) were high in the middle part of the Bay and low in the east and west. Under pollutant reductions of 10%, 20% and 30%, the concentrations of inorganic nitrogen and inorganic phosphorus decreased by 4.12%-9.62%, 8.75%-18.93% and 14%-26.83%, respectively, and the concentrations of inorganic phosphorus decreased by 2.83%-8.03%, 5.25%-15.99% and 8.42%-21.42%, respectively. The concentrations of inorganic nitrogen and inorganic phosphorus decreased most significantly in summer, especially at the monitoring points near the estuary. Under constant levels of nutrient flux into the Bay and reductions in the runoff into the bay of 10% and 30%, the inorganic nitrogen concentration at selected gauges increased by 1.81% and 12.03%, respectively, and the inorganic phosphorus concentration increased by about 3.5% and 9.94%, respectively. Maximum levels of river runoff into the Bay could increase the transport of pollutants to the open sea. This study provides a scientific basis for the improvement of water quality and management of the aquatic environment in the northern waters of Liaodong Bay, especially regarding the supervision and management of pollutants in the estuaries of Liao River and Daliao River.
  • SONG Yuzhu, DAI Wei, BI Xiangdong, MA Jingyi, ZHANG Dajuan, DAI Hongpeng
    Journal of Dalian Fisheries University. 2025, 40(4): 676-683. https://doi.org/10.16535/j.cnki.dlhyxb.2025-016
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    We investigated the community structures of planktonic viruses and epiphytic bacteria attached to Microcystis colonies during algal blooms.The phytoplankton community composition in a Megalobrama amblycephalapond was analyzed by microscopic examination. In addition, the community diversity of the epiphytic bacteria attached to the Microcystis colonies was analyzed by using 16S rDNA sequencing technology, while the community structure of planktonic viruses in the pond was analyzed by using metagenomic sequencing technology. Cyanobacteria dominated in the sampled pond with a relative abundance of 95.50%, Microcystis and Chroococcus being the dominant genera, with dominances of 0.91 and 0.04, respectively, confirming the occurrence of a Microcystis bloom. The overall epiphytic bacterial community demonstrated high diversity, with a total of 109 genera identified. Cetobacterium exhibited the highest relative abundance (29.96%). Metagenomic analysis revealed 179 species of planktic viruses in 78 genera, the first dominant species being Klebsiella phage ST13OXA48phi121 (phylum Uroviricota, family Peduoviridae), accounting for 30.25% of the total relative abundance. No cyanophages targeting Microcystis were identified in the planktonic viruses, but 22 bacteriophages targeting epiphytic FlavobacteriumAeromonasPseudomonas, and Enterobacterales were identified attached to Microcystis colonies, collectively representing 14.23% of the total planktonic viruses. This study showed that Uroviricota exhibited the highest relative abundance in aquaculture ponds experiencing Microcystis blooms, when bacteriophages capable of infecting Microcystis-associated epiphytic bacteria are present.
  • GAO Jiayi, WANG Dexing, YUAN Hongchun
    Journal of Dalian Fisheries University. 2025, 40(4): 684-694. https://doi.org/10.16535/j.cnki.dlhyxb.2024-276
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    To solve the problems of sparse data and complicated knowledge in the context of aquatic animal disease prevention and treatment, a knowledge graph integrating aquatic animal disease and user information was constructed. Based on this, a knowledge-aware recommendation method of aquatic animal disease prevention and treatment measures was proposed by using a collaborative guidance signal. The collaborative guidance signal was generated by the aggregation encoding of user-disease interaction information, which guided aggregation of knowledge graphs, user information and diseases. Then the method aggregated interative embedment of user-diseases and knowledge embedment, and the matching score for the user-disease was computed. Experiments on Top-k recommendation and Click-Through Rate (CTR) prediction were carried out to verify the recommendation performance of the model, including the case of cold-start diseases. The results showed that the recommendation method proposed in this paper had a good performance, achieved 94.83% of recall rate and 82.43% of normalized discounted cumulative gain (NDCG) value in Top-10 diseases recommendation, and 96.43% of area under curve (AUC) value and 75.93% of F1 value in CTR prediction and further achieved effective recommendations for cold-start diseases. The findings indicated that the recommendation method based on collaborative guidance signal effectively mitigated the problem of data sparsity and knowledge complexity, and improved the overall recommendation effectiveness for aquatic animal disease prevention and treatment measures.
  • LI Xiang, GAO Guodong, ZHANG Wei, LI Longfei
    Journal of Dalian Fisheries University. 2025, 40(4): 695-704. https://doi.org/10.16535/j.cnki.dlhyxb.2024-275
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    We developed an improved YOLOv8 scallop damage detection method to address the issues of slow detection speed and large model parameters in existing scallop damage detection technologies. The novel algorithm introduced the FasterNet lightweight network structure into the backbone network to reduce the model parameters and the size of the model weight file, while enhancing the detection speed. The C2f_Faster module was used to replace the C2f module in the neck part, further reducing the model parameters and improving the detection speed. The BiFormer attention mechanism was introduced at key parts of the network to enhance the feature extraction ability, and the Inner-IoU loss function was adopted to accelerate the convergence of the prediction box and improve its regression accuracy. The results showed that the mAP@0.5 reached 98.8%, the mAP@0.5:0.95 was 86.2%, and the Fps was 44.22 frames, improvements of 3%, 8.3%, and 6.35 frames, respectively, compared with the original model. Thesize of improved model was 5.6 MB. The accuracy rate was 95.5% and the recall rate was 97.7%. This study showed that the improved YOLOv8 model, YOLOv8-FFB can improve the accuracy and speed of scallop damage detection work, and provide a reliable reference for scallop processing research.
  • WAN Kaihong, XIE Xi, WEI Jie, YANG Miao, WANG Qingzhi
    Journal of Dalian Fisheries University. 2025, 40(4): 705. https://doi.org/10.16535/j.cnki.dlhyxb.2024-282
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    Age is a fundamental parameter in the study of life history and population structure of animals. Comprehensive age-related information enhances the accuracy of assessments of biological resources and the dynamic analyses of existing populations. Echinoderms are among the highest groups of invertebrates and possess unique morphological structures. For example, they have endoskeletons composed of mesoderm-derived calcareous ossicles or spicules, but these do not usually show apparent growth rings. In particular, the endoskeletal system of the Holothuroidea is clearly degenerated, so that age estimation and validation require the integration of multiple techniques. Recent technological advances and innovative approaches provide novel insights and potential applications for echinoderm age determination. This paper reviews and discusses the technological advances in the age determination of representative echinoderms. The advantages and limitations of the various methods are summarized and compared in detail. It also describes potential new techniques and the current technologies underlying them and provides prospects for future research and applications in echinoderm age determination.