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Abstract

Efficient oxygen supply is crucial for the successful cultivation of abalone (Haliotis squamata) in recirculating aquaculture systems (RAS). The aims of this study were to investigate the oxygen consumption rate of H. squamata and evaluate the effects of different aeration rates to determine the optimal flow rate for abalone nurseries. Four aeration flow rates (0.4, 0.8, 1.2, and 1.6 L min −1) were tested using a completely randomized design with three replications. The abalone, with an initial average shell length of 27.26 ± 0.63 mm and weight of 3.27 ± 0.07 g, were reared in baskets (3 L) placed in a 60 L tank RAS for nine weeks. The results showed that the lowest production performance was observed at 0.4 L min −1 , while the highest production performance occurred at 1.6 L min −1. Based on the production performance and physiological responses, it was concluded that an aeration rate of 1.6 L min-1 and DO saturation levels of 74.88-92.75% appeared beneficial for enhancing H. squamata juvenile production in RAS. ARTICLE HISTORY

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Modeling dissolved oxygen (DO) in running water represents a challenge due to complex interactions among various processes affecting its concentration and the intricacy of using process-based water quality models. In this study, a quantile regression forest (QRF) machine learning technique was used to develop data-driven models for predicting DO levels in three rivers that drain watersheds with distinctly different land use and land cover characteristics in different geographical regions. Water quality data, spanning 2007 to 2019, was used to develop and validate the models. Key DO drivers were first identified based on the variable importance index, and models were constructed for different combinations of the identified drivers as the input variables. Each model was calibrated for each input scenario using 80% of the data and validated by predicting the DO concentrations using the remaining 20% of the data. Excellent model performance was obtained with water temperature, pH, specific conductance, and chemical oxygen demand (COD) as input variables across the stations with water temperature and pH as the top predictors. The developed models outperformed multilayer perceptron neural network (MLPNN) and U.S. Environmental Protection Agency models in explaining data variance as well as giving lower errors in predictions. The commonality of the top-ranked predictors for the three geographically distant rivers suggests the possibility of building parsimonious models with a minimal number of predictors for in-stream DO predictions. These predictors are among the common physio-chemical water quality parameters of existing ambient water quality monitoring programs and are readily available for the model development.
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In order to examine the effects of different stocking densities and culture methods on the growth, food intake and expression of related genes in Haliotis discus hannai ♀ × H. fulgens♂ hybrid abalones, juvenile abalones were placed into three treatment groups of different stocking densities (400, 600, 800 ind/m²) and cultured using two different methods, including suspension cages and bottom sowing. There were three replicates of each experimental group (stocking density and culture method) and the experiment lasted for 180 days. The results showed that the survival rate, specific growth rate of shell length and body weight, food intake and feed conversion efficiency of the abalones cultured in suspension cages were significantly lower than those in the bottom sown group. For abalones cultured by bottom sowing, there was no significant difference between the specific growth rate of shell length and body weight, feed conversion efficiency, α-amylase, cellulase activity and the expression levels of Hdlam on each sampling occasion for the 400 and 600 ind/m² treatments. However, these parameters were significantly higher in both the 400 and 600 ind/m² treatments compared with the 800 ind/m² treatment. When the stocking density was increased to 800 ind/m², the food intake and the expression levels of Hdaly, Hdcel, Hdamyl of the abalones cultured in both culture methods were significantly lower than the 400 and 600 ind/m² treatments. This indicates that even with sufficient food supply, some abalones were unable to capture food due to the constraints of the culture space and the feeding method used by abalones, resulting in reduced growth. The findings of this research suggest that the growth and food intake of abalones can be promoted and production can be improved at a stocking density of 600 ind/m².
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Anthropogenically increased occurrence of hypoxic conditions in the aquatic environment, combined with climate change-induced temperature increase, is causing increased concern for aquaculture species. In this study, the survival of the Pacific abalone Haliotis discus hannai (DD) and its hybrid offspring (H. discus hannai ♀ × H. fulgens ♂, DF) were observed under 96 h hypoxia at both optimum temperature (20 °C) and high temperature (28 °C). The respiration rates (MO2) of DD and DF facing acute hypoxia at three temperatures (20 °C, 25 °C, and 28 °C) and progressive hypoxia at three different sizes (2 cm, 4 cm, and 6 cm) were compared. At 20 °C, there was no significant (p > .05) difference between median lethal concentrations (LC50) of DD and DF while considering all time intervals; however, at 28 °C, 96 h DO LC50 of DF (3.18 mg/L) was lower than that of DD (4.82 mg/L), indicating that DF displayed stronger hypoxia tolerance ability than DD at 28 °C. MO2 of DD and DF increased with rising temperature and larger sizes under acute and progressive hypoxia tests, while DF showed higher MO2 than DD, indicating its better plasticity of oxygen uptake. These results suggest that DD might be more vulnerable to a combination of thermal and hypoxia stress than DF, revealing that hybridization could be a useful way to improve stress-resistance for the abalone aquaculture industry.
Article
In order to examine the effects of stocking density on growth, food intake, energy budget, and expression levels of related genes of the abalone Haliotis discus hannai Ino, specimens (mean ± standard error shell length: 36.25 ± 1.97 mm, weight: 6.88 ± 0.71 g) were cultured at four different stocking densities (600, 900, 1200, and 1500 ind/m²). Four replicates were set for each density, and the experimental period was 60 days. At the end of the experiment, the survival rate, shell length, and weight specific growth rate of abalones in the 600 and 900 ind/m² groups were significantly higher than in the 1200 and 1500 ind/m² groups (P < 0.05). The food conversion rate of abalones in the 900 ind/m² group significantly increased compared with the other groups (P < 0.05). The activity of hexokinase in the 1200 and 1500 ind/m² groups was significantly higher than that in 600 and 900 ind/m² groups (P < 0.05). The activity of pyruvate kinase in the 1500 ind/m² group showed no significant difference compared with the 900 and 1200 ind/m² groups (P > 0.05), but was significantly higher than that in the 600 ind/m² group (P < 0.05). In the 1200 and 1500 ind/m² groups, lactic dehydrogenase activity at Day 60 increased significantly compared with Day 30 (P < 0.05). In the 900 ind/m² group, the energy accumulated for the growth was significantly higher than that in the 1200, and 1500 ind/m² groups (P < 0.05), but there was no significant difference compared with the 600 ind/m² group (P > 0.05). As the stocking density increased, expression levels of Mn-superoxide dismutase, catalase, glutathione-s-transferase, thioredoxin peroxidase, and heat shock protein 70 in the 1500 ind/m² group at the end of the experiment were significantly higher than in the other groups (P < 0.05). At Day 30, the expression level of heat shock protein 90 in the 1200 ind/m² group showed no significant difference compared with the 1500 ind/m² group (P > 0.05), but it was significantly lower than that in the 1500 ind/m² group at the end of the experiment (P > 0.05). In the 1200 and 1500 ind/m² groups, the food availability was lower, levels of anaerobic metabolism increased, and more energy was required to resist oxidative damage; therefore, no energy was accumulated for growth. When the stocking density was 900 ind/m², the survival rate of abalones was the highest with fast growth, the density factor didn't cause oxidative stress to the organism, and more food-derived energy were accumulated and used for the growth of abalones. Considering aquaculture production output and business profitability, it would be more appropriate to control the stocking density at 900 ind/m² for abalones with a shell length of 3–4 cm.
Chapter
Following the digestion and absorption of food from the digestive tract of fish or shrimp, nutrients become available to meet the metabolic needs of the animal. In the context of feed management some understanding of the nature of essential nutrients used in aquaculture feeds is important when selecting and using feeds of different types. There is extensive literature covering fish and shrimp nutrition and only an outline is included here (reviews are given in Cowey et al., 1985; Halver, 1989; Lovell, 1989; Wilson, 1991; Akiyama et al., 1992; Kaushik and Luquet, 1993; NRC, 1993; Cowey and Wilson, 1994).
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In recent years, the total quantity of abalone produced on farms worldwide has increased significantly while abalone fisheries have declined. Fishery production was almost 20,000 metric tons (mt) in the 1970s but was only about 6,500 mt in 2015. Over the same period, farm production has increased from negligible quantities in the 1970s to 129,287 mt in 2015, the majority being produced in China and South Korea. Illegal exploitation, particularly in South Africa, Australia, and New Zealand, is still a major problem. Prices on the world market fell during the Global Financial Crisis, but now appear to be increasing again.
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Tidal current survey as well as geochemical and benthic foraminiferal analyses of sediment cores were conducted in an abalone farm and a Zostera bed to understand the degree to which the abalone farm facilities installed along a channel in a shallow sea affect the benthic environment and ecology. In the abalone farm, Ammonia beccarii-Pseudoparrella naraensis-Elphidium somaense-Rosalina globularis-Trochammina hadai and P. naraensis-E. somaense-A. beccarii-T. hadai assemblages appeared owing to an increase in the total nitrogen content from the biodeposits. The Zostera bed consisted of A. beccarii-P. naraensis-Buccella frigida-T. hadai assemblage owing to the gradual expansion of a brackish shallow-water environment by the rapidly decreasing current speed, and it may have flourished. Moreover, the total sulfur, Zn, Cr, and Cu contents in the sediments decreased remarkably more than those of the pre-abalone farming did, caused by the vigorous activity of Zostera marina physiology.
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A mathematical model was developed to predict the effects of wind speed, light, pH, Temperature, dissolved carbon dioxide and chemical oxygen demand (COD) on Dissolved Oxygen (DO) in fish ponds. The effects of organic feeds, aeration and fish activity were added to the model developed by Kayombo et al. for Waste Stabilization Ponds (Ecological Modeling 127(2000): 21-31) to reflect the situation in fish ponds. Model calibration and validation was done by use of average DO, pH, temperature, COD, CO2 and algae biomass data measured from RETCO fish ponds in Dar es Salaam; and light intensity data were adopted from Kayombo et al. (2000). Model results showed a linear relationship between simulated DO and measured DO in fish pond (r2 = 0. 87) for model calibration and (r2= 0.88) for model validation. Simulation results also showed a general decrease of DO with time in 13 days by 28% and 38% for first and second batch, respectively. Thus, the model developed in this study could be used to predict the DO dynamics in fish ponds. Based on the model results, successful cultivation of healthy fish may require that retention time for water in the fish pond be 10 days.
Article
In aquaculture, the dissolved oxygen volume in water has a significant impact on fish growth and development, which should be monitored. In order to improve the monitoring results, the mathematical model of the dissolved oxygen monitoring system has been built. The PID controller has been designed with the Simulink software and its parameters have been optimized with the nonlinear control design module of the software. After the simulation analysis on the system, the system is stable. The optimized system has smaller overshoot and faster response, and gets a better control. The modeling and simulation of the dissolved oxygen monitoring system in aquaculture has laid an important basis on analysis of the system and has accumulated experiences for the practical application.
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Pacific abalone (Haliotis discus hannai Ino) aquaculture is a thriving industry in China. This study describes a novel submerged cage culture system for abalone rearing in Fujian, South China. The cage consisted of five vertical slots that were oriented perpendicular to the flow of water. The slots were separated by six vertically connected plastic plates for abalone attachment and shelter at the bottom of the cage. Experiment 1 was designed to determine the appropriate stocking density at the start of the abalone sea‐based production cycle. Eight‐month‐old hatchery reared and size‐graded juveniles were transferred to the sea‐based culture system. For different stocking densities, shell length of juveniles obtained in this novel culture system on 2, 3.5 and 5 months, respectively, was compared with shell lengths obtained in a traditionally multi‐tier basket culture system. In Experiment 2, daily growth rates (DGRs) in shell length and biomass in terms of wet weight of 2‐year‐old abalones reared in cage and tiered basket culture systems were compared over a 6‐month period. Results of Experiment 1 showed that growth of abalone in the cage culture system is density‐dependent; the mean final shell length of juveniles obtained was 6.7–15.9% higher than in tiered baskets system even at the same initial stocking density. In Experiment 2, DGRs in shell length of 53.83–78.38 μm day−1 obtained in cage system were significantly higher than that in tiered baskets (P 0.01). And in terms of wet weight biomass, it was 1.48–3.01 times higher in the cage system compared with the traditional system. Abalone survival was more than 87.5% in both culture systems in both experiments. Advantages of the newly established cage culture system included better growth performance of the animals reared and potential improvement of rearing conditions, such as improved water flow velocity and dissolved oxygen.
Article
When ectotherms are exposed to high temperatures, cellular oxygen demand increases. When oxygen demand exceeds oxygen availability, animals may experience functional hypoxia regardless of environmental oxygen levels. In the current study, we aimed to assess if oxidative or thermal restrictions exist when winter-acclimated Haliotis midae juveniles are re-acclimated to temperatures within their thermal tolerance range, but with one temperature outside the average daily temperatures they would experience in winter. At each acclimation temperature (14, 16 and 19 °C), we also manipulated dissolved oxygen levels to obtain oxygen saturation levels of 82%, 98% and 126%. Our results indicate growth restrictions and hypometabolism at all oxygen treatments at 19 °C. Efficiency of mitochondrial respiration, as indicated by an increase in cytochrome c oxidase subunits 1 and 2 (cox1 and cox2) transcript level, was improved at 19 °C, 98% oxygen. A change in substrate utilisation, from a glycogen/lipid-driven metabolism to almost exclusively protein-driven metabolism provided the fuel for more effective cellular respiration. A further decrease in metabolic rate at 19 °C, 126% oxygen, this time without an increase in cox1 and cox2 transcripts, may indicate some improvement in gas exchange, but without improvement in growth. We propose that 19 °C is nearing a long-term limiting temperature for winter-acclimated SA abalone, and that animals survive this condition by re-allocating available energy to survival mechanisms instead of growth. This species, already threatened by over-harvesting, may be further threatened by increases in surface seawater temperatures.
Article
Commercial abalone culture is carried out using flow-through systems with a high water volume exchange in Baja California, Mexico. The objective of this work was to compare the growth rate and survival of red abalone cultured in two systems. Flow through (daily water exchange rate of 800%) and recirculating systems consisted of a 250 L fibreglass tank and constant aeration, but biofiltration in the recirculating system was provided with a 28 L (1 ft3) bubble-washed bead filter. Water variables were measured either daily (dissolved oxygen, temperature, pH and salinity) or three times a week (total ammonia nitrogen, nitrate-nitrogen, nitrite-nitrogen and alkalinity). Shell length was measured every 2 weeks for 18 weeks. Only the alkalinity and pH were significantly different due to the addition of sodium bicarbonate to the recirculating system. Abalone growth rate was 26.1 +/- 15.96 mu m day-1 in the recirculating systems and 22.21 +/- 18.69 mu m day-1 in the flow-through systems. The final survival was 78.74% in the recirculating systems and 71.82% in the flow-through systems. Significant differences in the final size and survival of the abalones were found between systems (P < 0.05). Therefore, recirculating aquaculture systems is a feasible alternative for juvenile red abalone culture.
Article
Oxygen consumption and ammonia excretion rates of three abalone species, Haliotis discus discus, H. gigantea, H. madaka and their hybrids were measured at 20 °C by incubating for 3 h under dark and light (N=9–13 for each species and hybrid). Animals were fasted before and during the experiment and measurements were made first under dark followed by light on the next day. The rates increased with the increase in body weight and were higher under light than dark. On average, H. discus discus had higher oxygen consumption (DD; dark=0.039, light=0.04 ml/g/h) than H. gigantea (G; D=0.033, L=0.036) and H. madaka (M; D=0.034, L=0.035); the hybrids had varied patterns with respect to their parental species [DD×M (D=0.032, L=0.038); M×DD (D=0.03, L=0.038); G×DD (D=0.035, L=0.04) and DD×G (D=0.03, L=0.034), mother first]. M (0.261, 0.298 μmol/g/h) had the highest ammonia excretion rate while G (0.162; 0.264) and DD (0.229; 0.232) had the lowest under dark and light, respectively. The hybrids had varied patterns in comparison with their parents (DD×M=0.247, 0.32;M×DD=0.177, 0.28; DD×G=0.249, 0.364 and G×DD=0.116, 0.155). The O/N ratios under both conditions in all species and hybrids indicated that they had carbohydrate dominated metabolism. Results demonstrated physiological variability among the species and hybrids indicating necessity of different strategies for their management and aquaculture.
Article
Data collected from a single grow-out tank in an abalone farm in southern New Zealand has highlighted hygiene maintenance problems in the use of semi-closed water conditioning systems for the aquaculture of New Zealand black foot abalone Haliotis iris. The data shows that semi-closed systems can have high concentrations of un-ionized ammonia, which is harmful to the animals. In this paper an alternative open flow-through system is suggested where energy demand is limited by heat recovery at the grow-out tank outlet. Using temperature data collected over 1 year, and a previously obtained expression for standing losses, a simple energy model is presented for an open system with heat recovery. To compliment the energy model, a function has been established for abalone production with respect to the concentration of un-ionized ammonia and water temperature. The energy model and production function are combined to determine the impact of plant design and tank conditions on the economics of the operation for the southern New Zealand climate. It is demonstrated that temperature control is financially preferable to an open system with no temperature control, and estimates of optimum operating conditions are given. Copyright © 2004 John Wiley & Sons, Ltd.
Article
Formulated abalone feeds used by the culture industry are believed to be unsuitable for use at elevated water temperatures (>20 °C). The aim of this study was to develop a feed that could safely be fed to abalone cultured at elevated water temperatures by optimizing dietary protein/energy levels. Abalone (54.90 ± 0.08 mm; 28.99 ± 0.16 g) were cultured at either 18, 22 or 24 °C, and fed diets containing graded levels of protein (18–26%) and energy (11.6–16.2 MJ kg−1). Abalone growth was temperature dependent, declining from 4.33 g month−1 at 18 °C to 0.77 g month−1 at 24 °C. Shell length and weight gain were independent of dietary protein, provided that the digestible energy content of the diet was not lower than 13.5 MJ kg−1. Dietary energy levels below 13.5MJ kg-1 resulted in significant reductions in shell growth, weight gain and increased mortality from 5% to 27%. Feed consumption of the 22% and 26% protein diets with 11.6 MJ kg−1 was significantly higher (0.53 ± 0.04 and 0.55 ± 0.04% bd. wt. day−1 respectively) compared with abalone fed the 16.2 MJ kg−1 diets at the same protein levels (combined mean of 0.45 ± 0.04% bd. wt. day−1) indicating that consumption was linked to energy requirement. The growth and mortality results suggest that abalone cultured at these temperatures have a dietary digestible energy requirement of at least 13.5 MJ kg−1.