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Sexual Reversal with 17α-Methyltestosterone in Oreochromis sp.:Comparison between Recirculation Aquaculture System(RAS)and Biofloc Technology(BFT)
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作者 Carlos Arturo David-Ruales Eliana Marcela Betancur-Gonzalez Ruben Dario Valbuena-Villareal 《Journal of Agricultural Science and Technology(A)》 2019年第2期131-139,共9页
Precocity in tilapia implies the use of several methods of obtaining monosex seed;the most common tends to use masculinizing hormone 17α-methyltestosterone(17αMT),with variable results.Thus the objective of this stu... Precocity in tilapia implies the use of several methods of obtaining monosex seed;the most common tends to use masculinizing hormone 17α-methyltestosterone(17αMT),with variable results.Thus the objective of this study was to compare the efficiency of the sexual reversion process using 17αMT,in a recirculation system and in biofloc.In a totally randomized design,three tanks for recirculation(T-RAS)and three tanks for biofloc(T-BIO)with a capacity of 200 L effective volume were taken and filled with 1,056 larvae of Oreochromis sp.,without reversing and with an initial weight of 0.02 g and an initial total length of 1.4 mm.The study was carried out during 65 d,the fish were fed(10%biomass,adjusted every 15 d)by a commercial diet at 45%of crude protein that included 17αMT(60 mg/kg).Water quality,microbiology,zootechnical and gonadal analysis were monitored.Consequently the water quality results showed that just dissolved oxygen(DO),temperature(T-°C)and alkalinity did not show significant differences.Additionally,in the productive parameters there were significant differences in the final length,the gain in length and in K which were better in T-BIO.The microbiological ones did not present significant differences between the treatments.Lastly,the percentage of reversion was significantly better in T-RAS.Then,this study suggests that settleable solids concentrations above 35 cm decrease the efficiency of the sexual reversion for this species. 展开更多
关键词 OREOCHROMIS sp. biofloc recirculation aquaculture system 17α-methyltestosterone
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The dissolution of total suspended solids and treatment strategy of tailwater in a Litopenaeus vannamei recirculating aquaculture system
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作者 Yuhuan SUN Jian LU +3 位作者 Tianlong QIU Li ZHOU Jianming SUN Yishuai DU 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2023年第3期1197-1205,共9页
In recirculating aquaculture systems(RASs),the effective treatment of aquaculture tailwater is essential to maintain the health of the RAS.This study investigated the optimal time and method for tailwater treatment du... In recirculating aquaculture systems(RASs),the effective treatment of aquaculture tailwater is essential to maintain the health of the RAS.This study investigated the optimal time and method for tailwater treatment during three periods of the aquaculture of the Litopenaeus vannamei:nursery(0–26 d),middle(27–57 d),and later(57–104 d).The variation of several water parameters during the dissolution of total suspended solid(TSS)in tailwater,applied with the effects of ozone on the microorganism and water quality parameters were investigated.Results showed that the TSS concentrations in tailwater decreased with time,although not significantly(P>0.05),whereas total ammonia nitrogen(TAN),nitrite(NO-2-N),and nitrate(NO_(3)^(-)-N)increased significantly(P<0.05).Therefore,TSS should be removed from the tailwater as early as possible,being most optimal within 4 h.Ozone removed 38.24%–48.95%of TSS,17.78%–90.14%of TAN,and 87.50%–98.90%of NO-2-N after 4 h of treatment.However,it resulted in the significant accumulation of NO_(3)^(-)-N.Moreover,the total number of Vibrio and bacterial counts in aquaculture tailwater was reduced completely by ozone within 4 h.Thus,these results provided technical details and data support for the effective treatment of tailwater from shrimp RAS. 展开更多
关键词 DISSOLUTION Litopenaeus vannamei OZONATION recirculating aquaculture system(ras) tailwater treatment total suspended solid
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Effects of spectral composition,photoperiod and light intensity on the gonadal development of Atlantic salmon Salmo salar in recirculating aquaculture systems(RAS) 被引量:4
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作者 仇登高 徐世宏 +5 位作者 宋昌斌 迟良 李贤 孙国祥 刘宝良 刘鹰 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2015年第1期45-56,共12页
Artificial lighting regimes have been successfully used to inhibit sexual maturity of Atlantic salmon in confinement.However,when these operations are applied in commercial recirculating aquaculture systems(RAS) using... Artificial lighting regimes have been successfully used to inhibit sexual maturity of Atlantic salmon in confinement.However,when these operations are applied in commercial recirculating aquaculture systems(RAS) using standard lighting technology,sexual maturation is not suppressed.In this study,an L_9(3~3) orthogonal design was used to determine the effects of three factors(spectral composition,photoperiod,and light intensity) on the gonadal development of Atlantic salmon in RAS.We demonstrated that the photoperiod at the tested levels had a much greater effect on the gonadosomatic index and female Fulton condition factor than spectral composition and light intensity.The photoperiod had a significant effect on the secretion of sex steroids and melatonin(P<0.05),and a short photoperiod delayed sex steroid and melatonin level increases.The three test factors had no significant effects on the survival rate,specific growth rate,relative weight gain,and male Fulton condition factor(P>0.05).The optimum lighting levels in female and male Atlantic salmon were LD 8:16,455 nm(or 625 nm),8.60 W/m^2;and LD 8:16,8.60 W/m^2,455 nm respectively.These conditions not only delayed gonadal development,but also had no negative effects on Atlantic salmon growth in RAS.These results demonstrate that a combination of spectral composition,photoperiod and light intensity is effective at delaying the gonadal development of both male and female salmon in RAS. 展开更多
关键词 Salmo salar artificial light regimes gonadal development recirculating aquaculture systems (ras
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A Novel YOLOv5s-Based Lightweight Model for Detecting Fish’s Unhealthy States in Aquaculture
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作者 Bing Shi Jianhua Zhao +2 位作者 Bin Ma Juan Huan Yueping Sun 《Computers, Materials & Continua》 SCIE EI 2024年第11期2437-2456,共20页
Real-time detection of unhealthy fish remains a significant challenge in intensive recirculating aquaculture.Early recognition of unhealthy fish and the implementation of appropriate treatment measures are crucial for... Real-time detection of unhealthy fish remains a significant challenge in intensive recirculating aquaculture.Early recognition of unhealthy fish and the implementation of appropriate treatment measures are crucial for preventing the spread of diseases and minimizing economic losses.To address this issue,an improved algorithm based on the You Only Look Once v5s(YOLOv5s)lightweight model has been proposed.This enhanced model incorporates a faster lightweight structure and a new Convolutional Block Attention Module(CBAM)to achieve high recognition accuracy.Furthermore,the model introduces theα-SIoU loss function,which combines theα-Intersection over Union(α-IoU)and Shape Intersection over Union(SIoU)loss functions,thereby improving the accuracy of bounding box regression and object recognition.The average precision of the improved model reaches 94.2%for detecting unhealthy fish,representing increases of 11.3%,9.9%,9.7%,2.5%,and 2.1%compared to YOLOv3-tiny,YOLOv4,YOLOv5s,GhostNet-YOLOv5,and YOLOv7,respectively.Additionally,the improved model positively impacts hardware efficiency,reducing requirements for memory size by 59.0%,67.0%,63.0%,44.7%,and 55.6%in comparison to the five models mentioned above.The experimental results underscore the effectiveness of these approaches in addressing the challenges associated with fish health detection,and highlighting their significant practical implications and broad application prospects. 展开更多
关键词 Intensive recirculating aquaculture unhealthy fish detection improved YOLOv5s lightweight structure
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Effect of Hydraulic Loading Rate on the Efficiency of Effluent Treatment in a Recirculating Puffer Aquaculture System Coupled with Constructed Wetlands 被引量:3
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作者 XU Jiabo SHI Yonghai +2 位作者 ZHANG Genyu LIU Jianzhong ZHU Yazhu 《Journal of Ocean University of China》 SCIE CAS 2014年第1期146-152,共7页
Constructed wetlands(CWs) were integrated into an indoor recirculating aquaculture system of obscure puffer(Takifugu obscurus) for effluent treatment. The effect of hydraulic loading rate(HLR) on the efficiency of eff... Constructed wetlands(CWs) were integrated into an indoor recirculating aquaculture system of obscure puffer(Takifugu obscurus) for effluent treatment. The effect of hydraulic loading rate(HLR) on the efficiency of effluent treatment by CWs was examined for over a month. The CWs were operated under brackish conditions(salinity 7.4–7.6) at 3 different HLRs(0.762, 0.633, and 0.458 m d–1) 3 times, 10 days each. Overall, the CWs exhibited high efficiency in removal of total ammonium nitrogen(by 81.03–92.81%) and nitrite nitrogen(by 99.40%–99.68%). The efficiency of CWs in removal of total ammonium nitrogen, nitrate nitrogen, total Kjeldahl nitrogen, total phosphorous, and total suspended solids(TSS) increased with the decrease of HLR. The CWs operated at the 3 HLRs in a decreasing trend proves to be effective, providing a useful method for effluent treatment in commercial puffer aquaculture systems. 展开更多
关键词 CONSTRUCTED WETLAND recirculating aquaculture system PUFFER aquaculture BraCKISH water hydraulic loading rate
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Characterization of Bacterial Community,Ammonia-Oxidizing Bacteria,and Nitrospira During the Operation of a Commercial-Scale Recirculating Aquaculture System for Culturing Pufferfish Takifugu rubripes 被引量:1
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作者 MA Yuexin YU Zichao +3 位作者 DU Xin ZHANG Tao WANG Ning TAO Wei 《Journal of Ocean University of China》 SCIE CAS CSCD 2020年第6期1399-1408,共10页
We investigated the changes in communities of bacteria,ammonia-oxidizing bacteria,and Nitrospira during the operation of a pufferfish Takifugu rubripes recirculating aquaculture system by using high-throughput DNA seq... We investigated the changes in communities of bacteria,ammonia-oxidizing bacteria,and Nitrospira during the operation of a pufferfish Takifugu rubripes recirculating aquaculture system by using high-throughput DNA sequencing.Differences in bacterial communities were observed at days 1-32,47-62 and 78-93 of biofilm development by using 16S rRNA gene pyrosequencing.The relative abundance of Proteobacteria(Gammaproteobacteria)increased,while that of Bacteroidetes(Flavobacteria)decreased.The proportions of Nitrosomonas and Nitrospina ranged from 0.02%to 0.30%and from 0.02%to 0.83%,respectively.Ammonia monooxygenase gene pyrosequencing revealed that the top three operational taxonomic units were related to Nitrosomonas aestuarii(17.5%-61.1%),uncultured beta proteobacterium clone B67S-54(1.9%-45.2%),and uncultured bacterium clone AZPa8(3.6%-24.7%).Nitrite oxidoreductase gene pyrosequencing revealed that the relative abundance of the dominant strain Nitrospira sp.Ecomares 2.1 increased,but that of the abundant species Nitrospira marina decreased.Our results demonstrated that the communities of bacteria,ammonia-oxidizing bacteria,and Nitrospira were changing during the operation of the pufferfish recirculating aquaculture system. 展开更多
关键词 BIOFILTER bacterial community ammonia-oxidizing bacteria NITROSPIra recirculating aquaculture system
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Characterization of the bacterial communities associated with biofilters in two full-scale recirculating aquaculture systems 被引量:1
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作者 Yuexin MA Xin DU +3 位作者 Yubin LIU Tao ZHANG Yue WANG Saisai ZHANG 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2021年第3期1143-1150,共8页
Bacteria play a major role in metabolizing ammonia and other metabolites in recirculating aquaculture systems(RASs).To characterize and compare the bacterial communities in the biofilters of two full-scale RASs for th... Bacteria play a major role in metabolizing ammonia and other metabolites in recirculating aquaculture systems(RASs).To characterize and compare the bacterial communities in the biofilters of two full-scale RASs for the culture of puffer fish,Takifugu rubripes,at different ages and densities were studied.In overall,47807 optimized reads of the 16 S rRNA gene with V4-V5 region were obtained from four biofilm samples collected after biofilm maturation.At 97%cut-off level,these sequences were clustered into 500 operational taxonomic units,and were classified into 19 bacterial phyla and 138 genera.At the phylum level,Proteobacteria and Bacteroidetes were the most abundant,followed by Nitrospirae and Planctomycetes.At the genus level,Colwellia,Marinifilum,Oceanospirillum,Lutibacter,Winogradskyella,Pseudoalteromonas,Arcobacter,and Phaeobacter were the top members.Nitrosomonas and Nitrospira were main ammonia-and nitrite-oxidizing bacteria.Differences in bacterial communities at different sampling dates and similarities of both biofilters were revealed in the Venn diagram and cluster analysis.Maintaining a good water quality and health offarmed fish in RASs depended on the correct management of the bacterial communities.This study provides more accurate information on the bacterial communities associated with the bifilters of both RASs. 展开更多
关键词 BIOFILTERS bacterial community recirculating aquaculture system Illumina-MiSeq sequencing
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Application of CFD Modeling to Hydrodynamics of CycloBio Fluidized Sand Bed in Recirculating Aquaculture Systems 被引量:8
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作者 LIU Yao SONG Xiefa +1 位作者 LIANG Zhenlin PENG Lei 《Journal of Ocean University of China》 SCIE CAS 2014年第1期115-124,共10页
To improve the efficiency of a CycloBio fluidized sand bed(CB FSB) in removal of dissolved wastes in recirculating aquaculture systems, the hydrodynamics of solid-liquid flow was investigated using computational fluid... To improve the efficiency of a CycloBio fluidized sand bed(CB FSB) in removal of dissolved wastes in recirculating aquaculture systems, the hydrodynamics of solid-liquid flow was investigated using computational fluid dynamics(CFD) modeling tools. The dynamic characteristics of silica sand within the CB FSB were determined using three-dimensional, unsteady-state simulations with the granular Eulerian multiphase approach and the RNG k-ε turbulence model, and the simulation results were validated using available lab-scale measurements. The bed expansion of CB FSB increased with the increase in water inflow rate in numerical simulations. Upon validation, the simulation involving 0.55 mm particles, the Gidaspow correlation for drag coefficient model and the Syamlal-O'Brien correlation for kinetic granular viscosity showed the closest match to the experimental results. The volume fraction of numerical simulations peaked as the wall was approached. The hydrodynamics of a pilot-scale CB FSB was simulated in order to predict the range of water flow to avoid the silica sand overflowing. The numerical simulations were in agreement with the experimental results qualitatively and quantitatively, and thus can be used to study the hydrodynamics of solid-liquid multiphase flow in CB FSB, which is of importance to the design, optimization, and amplification of CB FSBs. 展开更多
关键词 aquaculture water recirculating fluidized SAND BED HYDRODYNAMICS NUMERICAL simulation MULTIPHASE flow
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Numerical simulation of the hydrodynamics within octagonal tanks in recirculating aquaculture systems 被引量:16
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作者 柳瑶 刘宝良 +2 位作者 雷霁霖 关长涛 黄滨 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2017年第4期912-920,共9页
A three-dimensional numerical model was established to simulate the hydrodynamics within an octagonal tank of a recirculating aquaculture system. The realizable k-e turbulence model was applied to describe the flow, t... A three-dimensional numerical model was established to simulate the hydrodynamics within an octagonal tank of a recirculating aquaculture system. The realizable k-e turbulence model was applied to describe the flow, the discrete phase model (DPM) was applied to generate particle trajectories, and the governing equations are solved using the finite volume method. To validate this model, the numerical results were compared with data obtained from a full-scale physical model. The results show that: (1) the realizable k-e model applied for turbulence modeling describes well the flow pattern in octagonal tanks, giving an average relative error of velocities between simulated and measured values of 18% from contour maps of velocity magnitudes; (2) the DPM was applied to obtain particle trajectories and to simulate the rate of particle removal from the tank. The average relative error of the removal rates between simulated and measured values was 11%. The DPM can be used to assess the self-cleaning capability of an octagonal tank; (3) a comprehensive account of the hydrodynamics within an octagonal tank can be assessed from simulations. The velocity distribution was uniform with an average velocity of 15 cm/s; the velocity reached 0.8 m/s near the inlet pipe, which can result in energy losses and cause wall abrasion; the velocity in tank corners was more than 15 cm/s, which suggests good water mixing, and there was no particle sedimentation. The percentage of particle removal for octagonal tanks was 90% with the exception of a little accumulation of 〈5 mm particle in the area between the inlet pipe and the wall. This study demonstrated a consistent numerical model of the hydrodynamics within octagonal tanks that can be further used in their design and optimization as well as promote the wide use of computational fluid dynamics in aquaculture engineering. 展开更多
关键词 recirculating aquaculture systems octagonal tanks hydrodynamic simulation rate of particle removal
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Commercial Production of Tiger Puffer(Takifugu rubripes)in Winter Using a Recirculating Aquaculture System 被引量:3
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作者 LIN Zhongling WANG Hua +3 位作者 YU Chunyan LV Fenghe LIU Hengming ZHANG Tao 《Journal of Ocean University of China》 SCIE CAS CSCD 2017年第1期107-113,共7页
Tiger puffer(Takifugu rubripes) is a promising species for aquaculture production because of its high value and limited supply. However, in the north of China, using sea cages to culture this species in winter is hamp... Tiger puffer(Takifugu rubripes) is a promising species for aquaculture production because of its high value and limited supply. However, in the north of China, using sea cages to culture this species in winter is hampered by the fact that the seawater temperature is extremely low. Here, a large scale commercial production of tiger puffer has been successfully realized using a recirculating aquaculture system(RAS) from 3 October 2012 to 31 May 2013. The RAS was comprised of nine culture tanks(total water volume 200 m3) and stocked with approximately a total of 14400 fish(initial mean weight 160 g). The tiger puffer was hand-fed at a rate of 0.7% of total body weight per day, and the feed conversion rate was(1.21 ± 0.3) kg kg-1. The recycle water in RAS was treated by a sieve bend screen, a foam fractionator, a submerged biofilter, an UV sterilizer and a submersible aerator. During the whole culture period, an excellent water quality control was achieved in RAS. At the end of this experiment, the survival rate of tiger puffer was more than 98%. The final tank densities averaged 31.2 kg m-3, and the final individual mean weight was 440 g. 展开更多
关键词 TAKIFUGU rubripes recirculating aquaculture system production water QUALITY
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Intestinal microbiota of healthy and unhealthy Atlantic salmon Salmo salar L. in a recirculating aquaculture system 被引量:7
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作者 WANG Chun SUN Guoxiang +2 位作者 LI Shuangshuang LI Xian LIU Ying 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2018年第2期414-426,共13页
The present study sampled the intestinal content of healthy and unhealthy Atlantic salmon (Salmo salar L.), the ambient water of unhealthy fish, and the biofilter material in the recirculating aquaculture system (... The present study sampled the intestinal content of healthy and unhealthy Atlantic salmon (Salmo salar L.), the ambient water of unhealthy fish, and the biofilter material in the recirculating aquaculture system (RAS) to understand differences in the intestinal microbiota. The V4--V5 regions of the prokaryotic 16S rRNA genes in the samples were analyzed by MiSeq high-throughput sequencing. The fish were adults with no differences in body length or weight. Representative members of the intestinal microbiota were identified. The intestinal microbiota of the healthy fish included Proteobacteria (44.33%), Actinobacteria (17.89%), Baeteroidetes (15.25%), and Firmicutes (9.11%), among which the families Mierococcaceae and Oxalobacteraceae and genera Sphingomonas, Streptomyces, Pedobacter, Janthinobacterium, Burkholderia, and Balneimonas were most abundant. Proteobacteria (70.46%), Bacteroidetes (7.59%), and Firmicutes (7.55%) dominated the microbiota of unhealthy fish, and Chloroflexi (2.71%), and Aliivibrio and Vibrio as well as genera in the family Aeromonadaceae were most strongly represented. Overall, the intestinal hindgut microbiota differed between healthy and unhealthy fish. This study offers a useful tool for monitoring the health status of fish and for screening the utility of probiotics by studying the intestinal microbiota. 展开更多
关键词 intestinal microbiota health status Atlantic salmon(Salmo salar L.) recirculating aquaculture system high-throughput pyrosequencing
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Total Replacement of Fish Oil with Vegetable Oils in the Diet of Juvenile Jade Perch Scortum barcoo Reared in Recirculating Aquaculture Systems 被引量:12
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作者 Stijn Van Hoestenberghe Ivo Roelants +1 位作者 Daniel Vermeulen Bruno Maria Goddeeris 《Journal of Agricultural Science and Technology(B)》 2013年第5期385-398,共14页
To determine the replacement of fish oil with vegetable oils in the diet of juvenile Jade perch Scortum barcoo, four feeds with each a different oil (fish, sunflower, linseed and a mixture of 75% canola and 25% linse... To determine the replacement of fish oil with vegetable oils in the diet of juvenile Jade perch Scortum barcoo, four feeds with each a different oil (fish, sunflower, linseed and a mixture of 75% canola and 25% linseed oil), were fed to Jade perch reared in recirculating aquaculture systems (RAS). The trial lasted for 10 weeks and the fatty acid (FA) profile of both feed and fish muscle tissue were examined. There was no difference in growth, feed conversion rate (FCR) and mortality. The fish grew from 10 g to 110 g with a FCR of 1.25 and 0 mortality. The FA profile of the fish muscle tissue reflected the FA profile of the feed. The flesh of the fish that were fed the linseed oil diet, were extremely high in omega-3 (n-3) polyunsaturated FA (n-3 PUFA) with 3.75% of wet weight. This is one of the highest concentrations of n-3 PUFA ever recorded in fish flesh. In a finishing feeding test, the remaining vegetable oil fed fish were fed the fish oil diet for another two weeks immediately after the 10 weeks trial, to check for a possible recovery of n-3 highly unsaturated fatty acids (HUFA). The wash out rate of FA towards n-3 HUFA in the muscle tissue was about 25% over this two weeks period. 展开更多
关键词 recirculating aquaculture system fish oil replacement fatty acid synthesis feed conversion ratio omega 3 fatty acids long chain fatty acid recovery.
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Stocking density effects on growth and stress response of juvenile turbot(Scophthalmus maximus) reared in land-based recirculating aquaculture system 被引量:1
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作者 LIU Baoliang JIA Rui +3 位作者 ZHAO Kuifeng WANG Guowen LEI Jilin HUANG Bin 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2017年第10期31-38,共8页
Stocking density is widely recognized as a critical factor in aquaculture and a potential source of long-term stress.The influence of stocking density on growth and stress response of juvenile turbot(Scophthalmus max... Stocking density is widely recognized as a critical factor in aquaculture and a potential source of long-term stress.The influence of stocking density on growth and stress response of juvenile turbot(Scophthalmus maximus, ~3–75g, initial to final weight) was examined in fish held under low(LD, ~0.21–5.31 kg/m^2, initial to final density),medium(MD, ~0.42–10.81 kg/m^2) and high stocking density(HD, ~0.63–14.27 kg/m^2) for 120 days in a recirculating aquaculture system(RAS). In this trial, the growth curve for weight of juvenile turbot in RAS, all fitted by the Schnute model. No significant difference was found in growth performance among the three densities until at the final sampling(Day 120). The final weight and body weight increase(BWI) in the HD group were significantly lower than in other groups(P〈0.05, weight:(75.83±2.49) g,(75.39±2.08) g,(65.72±2.86) g and BWI:(2 436.12±28.10)%,(2 421.29±4.64)%,(2 097.88±20.99)% in LD, MD and HD groups, respectively). Similarly, the specific growth rate(SGR), feed conversion ratio(FCR) and coefficient of variation for weight(CV_w) were adversely affected by high stocking density(P〈0.05). However, there was no difference in survival and Fulton's condition factor(K) of turbot among the different groups. Physiological analyses demonstrated a clear increase in the plasma cortisol level and an obvious decrease in growth hormone(GH) concentration in the HD group on Day120(P〈0.05). There was no significant effect of stocking density on plasma glucose, Cl– and protein levels. All these findings would provide a reference for selecting the optimal stocking density of juvenile turbot in RAS. 展开更多
关键词 growth performance recirculating aquaculture system Scophthalmus maximus stress physiology stocking density
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Deep learning-based intelligent precise aeration strategy for factory recirculating aquaculture systems
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作者 Junchao Yang Yuting Zhou +2 位作者 Zhiwei Guo Yueming Zhou Yu Shen 《Artificial Intelligence in Agriculture》 2024年第2期57-71,共15页
Factory recirculating aquaculture system(RAS)is facing in a stage of continuous research and technological in-novation.Intelligent aquaculture is an important direction for the future development of aquaculture.Howeve... Factory recirculating aquaculture system(RAS)is facing in a stage of continuous research and technological in-novation.Intelligent aquaculture is an important direction for the future development of aquaculture.However,the RAS nowdays still has poor self-learning and optimal decision-making capabilities,which leads to high aqua-culture cost and low running efficiency.In this paper,a precise aeration strategy based on deep learning is de-signed for improving the healthy growth of breeding objects.Firstly,the situation perception driven by computer vision is used to detect the hypoxia behavior.Then combined with the biological energy model,it is constructed to calculate the breeding objects oxygen consumption.Finally,the optimal adaptive aeration strategy is generated according to hypoxia behavior judgement and biological energy model.Experimental results show that the energy consumption of proposed precise aeration strategy decreased by 26.3%compared with the man-ual control and 12.8%compared with the threshold control.Meanwhile,stable water quality conditions acceler-ated breeding objects growth,and the breeding cycle with the average weight of 400 g was shortened from 5 to 6 months to 3–4 months. 展开更多
关键词 recirculating aquaculture system Precise aeration Deep learning Intelligent control
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The Relationship between the Area of Aquaculture Pond and Purification Pond in Water Circulation Aquaculture System 被引量:1
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作者 宋超 陈家长 +3 位作者 戈贤平 孟顺龙 范立民 胡庚东 《Agricultural Science & Technology》 CAS 2013年第4期684-688,共5页
The establishment of water circulation aquaculture system realized the hi- erarchical use of nitrogen, phosphorus and other eutrophic substances in aquaculture wastewater and the recirculation use of water resource. H... The establishment of water circulation aquaculture system realized the hi- erarchical use of nitrogen, phosphorus and other eutrophic substances in aquaculture wastewater and the recirculation use of water resource. However, no research has been reported on the detailed calculation of the relationship between the area of aquaculture pond and purification pond. In this study, referring to the absorption ability of aquatic plants to pollutants in aquaculture wastewater and pollutant generation and discharge coefficient in aquaculture pond, based on the general rules of water quality management in freshwater aquaculture system, a calculation mode was es- tablished to investigate the relationship between the area of aquaculture pond and purification pond in freshwater recirculation aquaculture system, which was feasible to explain related cases and would provide theoretical basis to reduce the economic costs in the construction of water circulation aquaculture system and realize the bal- ance between the ecological benefits and the economic benefits. 展开更多
关键词 Freshwater fish pond recirculation aquaculture system Area of aquaculture pond Area of purification pond Calculation mode
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以RAS固体废弃物为碳源的改进型人工湿地对养殖尾水的脱氮效果 被引量:5
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作者 曹涛涛 徐栋 +3 位作者 白国梁 胡泽 陈迪松 吴振斌 《水生生物学报》 CAS CSCD 北大核心 2022年第10期1475-1483,I0001,共10页
循环水养殖系统(Recirculating Aquaculture System,RAS)具有排放高营养的养殖固体废弃物和高浓度硝酸盐的废水问题,为此研究构建一种改进型人工湿地处理装置,将养殖固体废弃物资源化为湿地系统的外加碳源,以期强化其对循环水养殖尾水... 循环水养殖系统(Recirculating Aquaculture System,RAS)具有排放高营养的养殖固体废弃物和高浓度硝酸盐的废水问题,为此研究构建一种改进型人工湿地处理装置,将养殖固体废弃物资源化为湿地系统的外加碳源,以期强化其对循环水养殖尾水脱氮效果,并通过高通量测序对湿地微生物群落进行分析。结果表明,养殖固体废弃物的投加量增加会提升湿地进水中N负荷,当进水TCOD/TN为8.78±0.41且厌氧区深度为30和50 cm时,模拟湿地系统对TN、NO~--N和NH~+-N的去除效果较好。在门水平上,各湿地系统优势菌门为变形菌门(Proteobacteria),其在各装置厌氧水解区(A)相对丰度为4.44%—62.87%,湿地填料区(B)相对丰度为61.93%—78.64%;模拟湿地系统中反硝化菌属丰度较高,主要为Silanimonas属(1.66%—23.42%)和Rivibacter属(4.74%—12.75%),且B区反硝化菌属相对丰度高于湿地填料区下部的A区;此外深度为30 cm和50 cm的A区还发现1种未培养的厌氧氨氧化菌属(uncultured_c_Anammox_3,0.22%—0.33%)。研究结果显示改进型人工湿地在以养殖固体废弃物为碳源时,主要通过反硝化作用脱氮,且存在一定的厌氧氨氧化过程,可为人工湿地处理循环水养殖系统废物的工程实践提供理论指导。 展开更多
关键词 人工湿地 养殖固体废弃物 碳源 脱氮 循环水养殖 高通量测序
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Effect of copper on the growth of shrimps Litopenaeus vannamei : water parameters and copper budget in a recirculating system 被引量:7
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作者 程波 刘鹰 +2 位作者 杨红生 宋怿 李贤 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2014年第5期1092-1104,共13页
Shrimps( Litopenaeus vannamei) were intensively cultured in a recirculating aquaculture system for 98 days to investigate effects of 0.3 mg/L Cu on its performance, Cu budget, and Cu distribution. Shrimps in Cu-treate... Shrimps( Litopenaeus vannamei) were intensively cultured in a recirculating aquaculture system for 98 days to investigate effects of 0.3 mg/L Cu on its performance, Cu budget, and Cu distribution. Shrimps in Cu-treated systems had greater mean final weight(11.10 vs 10.50 g), body length(107.23 vs 106.42 mm), survival rate(67.80% vs 66.40%), and yield(6.42 vs 5.99 kg/m 3), and lower feed conversion ratio(1.20 vs 1.29) than those in control systems but the differences were not significant. Vibrio numbers remained stable(10 4 –10 6 colony forming units/mL) in the rearing tanks of both control and treated systems. Total ammonium-N, nitrite-N, nitrate-N, pH, chemical oxygen demand, 5-day carbonaceous biochemical oxygen demand, and total suspended solids were similar in controls and treatments. Dissolved Cu concentration in the treated systems decreased from 0.284 to 0.089 mg/L while in the control systems it increased from 0.006 2 to 0.018 mg/L. The main sources of Cu in the treated systems were the artificially added component(75.7% of total input), shrimp feed(21.0%), water(2.06%), and shrimp biomass(1.22%). The major outputs of Cu occurred via the mechanical filter(41.7%), water renewal(15.6%), and draining of the sediment trap(15.1%). The foam fractionator removed only 0.69% of total Cu input. Harvested shrimp biomass accounted for 11.68% of Cu input. The Cu concentration of shrimps in the Cu-treated systems(30.70 mg/kg wet weight) was significantly higher than that in control systems(22.02 mg/kg). Both were below the maximum permissible concentration(50 mg/kg) for Cu in seafood for human consumption in China. Therefore, recirculating systems can be used for commercial on-growing of Litopenaeus vannamei without loss of shrimp quality, even in water polluted by 0.30 mg/L Cu. The mechanical filter is the main route for Cu removal. 展开更多
关键词 recirculating aquaculture system (ras Litopenaeus vannamei copper budget water quality POLLUTION
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Application of Constructed Wetlands on Wastewater Treatment for Aquaculture Ponds 被引量:5
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作者 LI Gu WU Zhenbin +4 位作者 CHENG Shuiping LIANG Wei HE Feng FU Guiping ZHONG Fei 《Wuhan University Journal of Natural Sciences》 CAS 2007年第6期1131-1135,共5页
A group of constructed wetlands (CWs) were applied to the recirculating aquaculture system. This study assessed the performance of CWs in treating the aquaculture wastewater, examined the water quality condition of ... A group of constructed wetlands (CWs) were applied to the recirculating aquaculture system. This study assessed the performance of CWs in treating the aquaculture wastewater, examined the water quality condition of aquaculture ponds and the growth and the survival rate of "target" species (Ictalurus punctatus and Megalobrama amblycephala). The results showed that CWs were effective on reducing the concentrations of 5-day biochemical oxygen demand (BOD5, at 70.5%), total suspended solids (TSS, at 81.9%), chlorophyll a (Chl-a, at 91.9%), ammonium (NH4^+, at 61.5%) and nitrate nitrogen (NOa-N, at 68.0%). Effect of CWs on phosphate (PO43 -P) removal was relatively lower (at 20.0%). The concentrations of BODs, TSS, Chl-a, NH4^+ and TN, TP in the recirculating culture pond were significantly lower than that in the control pond( p〈0.05 ). CWs could help to increase total yield, survival rate of the "target" species and significantly decrease feed conversion ratio ( p〈0.05 ). 展开更多
关键词 constructed wetlands(CWs) recirculation aquaculture system Ictalurus punctatus Megalobrama amlycepnala wastewater treatment
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耐盐好氧反硝化菌Marinobacter sp.strain B108的分离及脱氮特性 被引量:2
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作者 王娇 林久淑 +4 位作者 王文鑫 王福海 穆明浩 洪波 季军远 《环境科学与技术》 CAS CSCD 北大核心 2023年第8期134-143,共10页
该研究从烟台某水产养殖公司循环海水养殖系统(MRAS)的曝气生物滤器中成功分离出一株高效好氧反硝化菌,结合形态学特征和16S rRNA基因鉴定确定为海杆菌属,命名为Marinobacter sp.strain B108。采用单因素实验确定了Marinobacter sp.stra... 该研究从烟台某水产养殖公司循环海水养殖系统(MRAS)的曝气生物滤器中成功分离出一株高效好氧反硝化菌,结合形态学特征和16S rRNA基因鉴定确定为海杆菌属,命名为Marinobacter sp.strain B108。采用单因素实验确定了Marinobacter sp.strain B108好氧脱氮最适条件,并明确其在最适条件下的生长特性、好氧反硝化性能及氮平衡特征。Marinobacter sp.strain B108具有高效的好氧反硝化性能,无异养硝化能力。该菌好氧反硝化脱氮最适条件为:碳源为CH_(3)COONa、C/N为16、盐度为30‰。以NO_(3)^(-)-N为底物时,Marinobacter sp.strain B108在最适条件下24 h对102.86 mg/L NO_(3)^(-)-N去除率为100%,TN去除率为98.89%;以NH_(4)^(+)-N为底物时,该菌在最适条件下24 h对100.08 mg/L NH_(4)^(+)-N去除率为55.85%,被去除NH_(4)^(+)-N全部转化为胞内氮,降解过程中未检测到NO_(3)^(-)-N和NO_(2)^(-)-N。氮平衡分析表明Marinobacter sp.strain B108对NO_(3)^(-)-N、NO_(2)^(-)-N和NH_(4)^(+)-N的同化率分别为36.53%、38.80%和50.47%,以气体形式造成的氮损失率分别为62.48%、47.55%和1.12%。Marinobacter sp.strain B108的硝酸盐还原途径包括同化还原途径和好氧反硝化的异化还原途径,不具有异化还原成铵的代谢途径,氮的去除以好氧反硝化的异化还原为主。Marinobacter sp.strain B108在循环海水养殖废水硝酸盐处理方面具有良好的应用前景。 展开更多
关键词 好氧反硝化 循环养殖 脱氮性能 环境因子 氮平衡
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美洲鳗鲡(Anguilla rostrata)养殖尾水高效处理与水循环养殖技术研究与应用 被引量:1
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作者 王行 江兴龙 +1 位作者 王泽旭 刘勇 《海洋与湖沼》 CAS CSCD 北大核心 2023年第5期1498-1506,共9页
通过构建由组合三维电极移动床生物膜反应池、生物膜反应池、臭氧紫外线杀灭微生物池等组成的养殖尾水高效处理系统,应用于工厂化美洲鳗鲡(Anguillarostrata)养殖尾水的集约化高效净水处理,并对系统的排放水循环利用于美洲鳗鲡的精养殖... 通过构建由组合三维电极移动床生物膜反应池、生物膜反应池、臭氧紫外线杀灭微生物池等组成的养殖尾水高效处理系统,应用于工厂化美洲鳗鲡(Anguillarostrata)养殖尾水的集约化高效净水处理,并对系统的排放水循环利用于美洲鳗鲡的精养殖。经140 d的试验应用,结果表明:该系统日平均处理养殖尾水3000m^(3),水力停留时间(HRT)为6.2h,经系统处理后的出水总磷浓度为(0.140±0.020)mg/L、总氮浓度为(0.671±0.114)mg/L、氨氮浓度为(0.104±0.050)mg/L、高锰酸盐指数为(2.81±0.44)mg/L,pH为(6.22±0.18)。系统出水水质符合《地表水环境质量标准》(GB3838-2002)的Ⅲ类水。系统出水循环利用于美洲鳗鲡精养殖(处理组)的平均单产55.5 kg/m^(3),较工厂化美洲鳗鲡养殖模式(对照组)提高52.5%;处理组的结束尾重、存活率、增重倍数和特定生长率分别高于对照组44.9%、5%、64.8%和37.5%,饲料系数低于对照组15.7%。该系统具有水处理效率高、出水水质稳定良好、成本低、节约水资源、环保安全和易推广应用等优点,可为我国水产养殖尾水的环保治理工作提供技术参考。 展开更多
关键词 美洲鳗鲡(Anguilla rostrata) 养殖尾水 生物膜 三维电极 循环水
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