OOIR: Observatory of International Research

Papers

(The median citation count of Aquacultural Engineering is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
A modified YOLOv3 model for fish detection based on MobileNetv1 as backbone	85
Prediction of dissolved oxygen in pond culture water based on K-means clustering and gated recurrent unit neural network	57
Evaluating fish feeding intensity in aquaculture with convolutional neural networks	49
Recent advances in intelligent recognition methods for fish stress behavior	42
An improved YOLOv3 algorithm to detect molting in swimming crabs against a complex background	26
Hydrogen peroxide oxygenation and disinfection capacity in recirculating aquaculture systems	26
Life cycle assessment of aquaculture systems: Does burden shifting occur with an increase in production intensity?	25
A MobileNetV2-SENet-based method for identifying fish school feeding behavior	25
Application of biofloc technology for Indian major carp culture (polyculture) along with water quality management	24
An acoustic based approach to evaluate the effect of different diet lengths on feeding behavior of Litopenaeus vannamei	24
Electrochemical ammonia removal and disinfection of aquaculture wastewater using batch and flow reactors incorporating PtRu/graphite anode and graphite cathode	23
Automatic length estimation of free-swimming fish using an underwater 3D range-gated camera	22
Underwater scallop recognition algorithm using improved YOLOv5	22
Start-up of a “zero-discharge” recirculating aquaculture system using woodchip denitrification, constructed wetland, and sand infiltration	22
Counting method for cultured fishes based on multi-modules and attention mechanism	21
Development of fish spatio-temporal identifying technology using SegNet in aquaculture net cages	20
Fish feeding intensity quantification using machine vision and a lightweight 3D ResNet-GloRe network	20
Production of market-size European strain Atlantic salmon (Salmo salar) in land-based freshwater closed containment aquaculture systems	19
Foam fractionation and ozonation in freshwater recirculation aquaculture systems	19
Examination of net volume reduction of gravity-type open-net fish cages under sea currents	19
Hydrodynamics of recirculating aquaculture tanks with different spatial utilization	19
Effects of microbubble aeration on water quality and growth performance of Litopenaeus vannamei in biofloc system	19
The use of biochar in the production of tilapia (Oreochromis niloticus) in a biofloc technology system - BFT	18
Assessment of standard aeration efficiency of different aerators and its relation to the overall economics in shrimp culture	18
Evaluation of body weight and color of cultured European catfish (Silurus glanis) and African catfish (Clarias gariepinus) using image analysis	17

Rapid production bioflocs by inoculation and fertilized with different nitrogen and carbon sources	17
A frequency domain approach for analyzing motion responses of integrated offshore fish cage and wind turbine under wind and wave actions	17
Performance evaluation of venturi aeration system	17
Heterotrophic versus mixed BFT system: Impacts on water use, suspended solids production and growth performance of Litopenaeus vannamei	16
An integrated framework of sensing, machine learning, and augmented reality for aquaculture prawn farm management	16
Numerical study on hydrodynamic responses of a single-point moored vessel-shaped floating aquaculture platform in waves	15
Dynamic analysis of an array of semi-rigid “sea station” fish cages subjected to waves	15
A closer look at closed cages: Growth and mortality rates during production of post-smolt Atlantic salmon in marine closed confinement systems	15
Dynamic modeling of recirculating aquaculture systems: Effect of management strategies and water quality parameters on fish performance	15
Industry 4.0-based smart systems in aquaculture: A comprehensive review	15
Microalgae cultivation in offshore floating photobioreactor: State-of-the-art, opportunities and challenges	14
An improved Morison hydrodynamics model for knotless nets based on CFD and metamodelling methods	14
Nitrogen transformations across compartments of an aquaponic system	14
Research on intelligent damage detection of far-sea cage based on machine vision and deep learning	13
Design evaluation of a fish cage mooring system with different bridle line connections using model experiments and simulations	13
Shrimp egg counting with fully convolutional regression network and generative adversarial network	13
Experimental study on design and operational performance of solar-powered venturi aeration system developed for aquaculture – A semi-floating prototype	13
MSIF-MobileNetV3: An improved MobileNetV3 based on multi-scale information fusion for fish feeding behavior analysis	13
Experimental study of the behaviour of a circular gravity cage in linear waves	13
Nonlinear vertical accelerations and mooring loads of a semi-submersible offshore fish farm under extreme conditions	13
Fish abundance estimation with imaging sonar in semi-intensive aquaculture ponds	12
Deep learning applied in fish reproduction for counting larvae in images captured by smartphone	12
Production of Pacific white shrimp under different stocking density in a zero-water exchange biofloc system: Effects on water quality, zootechnical performance, and body composition	12
Development of an open hardware 3-D printed conveyor device for continuous cryopreservation of non-batched samples	12
Estimating oxygen consumption of rainbow trout (Oncorhynchus mykiss) in a raceway: A Precision Fish Farming approach	12
Identification and counting of Pacific oyster Crassostrea gigas larvae by object detection using deep learning	12
MortCam: An Artificial Intelligence-aided fish mortality detection and alert system for recirculating aquaculture	12
Design development of porous collar barrier for offshore floating fish cage against wave action, debris and predators	11
Hydrodynamics of waste collection in a recirculating aquaculture tank with different numbers of inlet pipes	11
Polyculture production of vegetables and red hybrid tilapia for self-consumption by means of micro-scale aquaponic systems	11
Detection of residual feed in aquaculture using YOLO and Mask RCNN	11
UV treatment in RAS influences the rearing water microbiota and reduces the survival of European lobster larvae (Homarus gammarus)	11
Performance study of annular settler with gratings in circular aquaculture tank using computational fluid dynamics	11
Modeling and implementing the use of aeration to increase water temperature and dissolved oxygen in greenhouse aquaculture cages	10
High-intensity light of full-spectrum LED promotes survival rate but not development of the larval swimming crab Portunus trituberculatus	10
Underwater fish mass estimation using pattern matching based on binocular system	10
Impact evaluation of deep learning on image segmentation for automatic bluefin tuna sizing	10
Numerical investigation of flow characteristics in a rearing tank aboard an aquaculture vessel	10
Semi-analytical study on regular sea wave interaction with circular elastic floaters of aquaculture fish cages	10
An IoT based smart water quality assessment framework for aqua-ponds management using Dilated Spatial-temporal Convolution Neural Network (DSTCNN)	10
Optimization of vacuum coating conditions to improve oil retention in Trout feed	9
Effect of ozone and hydrogen peroxide on off-flavor compounds and water quality in a recirculating aquaculture system	9
Recognizing fish behavior in aquaculture with graph convolutional network	9
Feeding intensity assessment of aquaculture fish using Mel Spectrogram and deep learning algorithms	9
The effects of stocking density and artifical substrate on production of pacific white shrimp Litopenaeus vannamei and water quality dynamics in greenhouse-based biofloc systems	9
Research progress of computer vision technology in abnormal fish detection	9
Comparison of nutrient costs from fish feeds and inorganic fertilizers for aquaponics systems	9
A novel centerline extraction method for overlapping fish body length measurement in aquaculture images	9
Metal leaching and toxicity of denitrifying woodchip bioreactor outflow—Potential reuse application	9
The quantity of artificial substrates influences the nitrogen cycle in the biofloc culture system of Litopenaeus vannamei	8

Influence of inlet placement on the hydrodynamics of the dual-drain arc angle tank for fish growth	8
Evaluating protein skimmer performance in a commercial seawater recirculating aquaculture system (RAS)	8
Growth performance of shrimp and water quality in a freshwater biofloc system with a salinity of 5.0‰: Effects on inputs, costs and wastes discharge during grow-out culture of Litopenaeus vannamei	8
Practical use of response surface methodology for optimization of veterinary antibiotic removal using UV/H2O2 process	8
Numerical study on hydrodynamic behaviors of and flow field around UHMWPE plane nets	8
Early production of strawberry in aquaponic systems using commercial hydroponic bands	8
The effects of different solids and biological filters in intensive pacific white shrimp (Litopenaeus vannamei) production systems	8
Waste utilization and biodiesel production from Desmodesmus maximus grown in swine wastewater using waste eggshells as a catalyst	8
Storm damage risk assessment for offshore cage culture	8
Underwater abnormal classification system based on deep learning: A case study on aquaculture fish farm in Taiwan	7
Preconditioner influence on twin-screw extrusion cooking of starch-based feed pellets: The example of Fish Feed	7
Robust detection of farmed fish by fusing YOLOv5 with DCM and ATM	7
Drag force and reconfiguration of cultivated Saccharina latissima in current	7
Effect of different C/N ratios and hydraulic retention times on denitrification in saline, recirculating aquaculture system effluents	7
Simulation of future dissolved oxygen distribution in pond culture based on sliding window-temporal convolutional network and trend surface analysis	7
A novel advanced oxidation process (AOP) that rapidly removes geosmin and 2-methylisoborneol (MIB) from water and significantly reduces depuration times in Atlantic salmon Salmo salar RAS aquaculture	7
Review and harmonization of the life cycle global warming impact of five United States aquaponics systems	6
Açai palm, Euterpe oleracea, seed for aquaponic media and seedling production	6
Comparison between horizontal and vertical substrate in shrimp super-intensive culture in bioflocs system.	6
Numerical analysis of the effects of gas-phase properties on the internal characteristics and wear in a centrifugal pump	6
Comparative study of circular and square gravity-based fish cages with different dimensions under pure current conditions	6
Biofloc colors as an assessment tool for water quality in shrimp farming with BFT systems	6
Physical filtration of nutrients utilizing gravel-based and lightweight expanded clay aggregate (LECA) as growing media in aquaponic recirculation system (ARS)	6
Experimental study of flow and mass transport in the near-wake region of a rigid planar metal net panel	5
Behavioural response of farmed Atlantic salmon (Salmo salar L.) to artificial underwater lights: Wavelet analysis of acoustic telemetry data	5
Computation of feed conversion ratio (FCRplant) and plant-fish mass ratio (PFRM) for aquaponic systems	5
Mechanistic model based optimization of feeding practices in aquaculture	5
Systematic optimization of the square arc angle aquaculture tank combining CFD methodology and multi-objective genetic algorithm	5
Biological site suitability for exposed self-regulating cultivation of blue mussel (Mytilus edulis): A Belgian case study	5
Linear modelling of the mass balance and energy demand for a recirculating aquaculture system	5
Hydrodynamic implications in and around a caged finfish farm and its implications on the dispersal of farm debris	5
Effects of swimming speed and dissolved oxygen on geosmin depuration from market-size Atlantic salmon Salmo salar	5
Effects of different types of air supplementation on rainbow trout confined underwater	5
Using a computer based selection model for sizing of solar panels and battery back-up systems for use in a floating in-pond raceway	4
Steady-state and dynamic model for recirculating aquaculture systems with pH included	4
In-water electric stunning as a humane commercial method for culling juvenile salmonids	4
Design and experiment of a new mode of mechanized harvesting of raft cultured kelp	4
Normal hatching rate estimation for bulk samples of Pacific bluefin tuna (Thunnus orientalis) eggs using deep learning	4
Oxygenation effects on temperature and dissolved oxygen at a commercial Atlantic salmon farm	4
Failure probability of offshore high-density polyethylene net cages under typhoon waves	4
Simulating emergency response for large-scale fish welfare emergencies in sea-based salmon farming	4
Coagulation of phosphorous and organic matter from marine, land-based recirculating aquaculture system effluents	4
Aeration level in HDPE-lined nursery ponds that optimizes yield and production cost of preadult redclaw crayfish, Cherax quadricarinatus	4
Robust automatic net damage detection and tracking on real aquaculture environment using computer vision	4
Settling velocity distribution of bioflocules generated with different carbon sources during the rearing of the river shrimp Cryphiops caementarius with biofloc technology	4
Conveying characteristics of shrimp feed pellets in pneumatic conveying system and minimum power consumption dissipation factor	4
An extraction method of fish vector field for marine cage culture based on UAV vision	3
Sedimentation efficiency evaluation of an aquaculture tank through experimental floc characterization and CFD simulation	3
Rapid detection of Penaeus vannamei diseases via an improved LeNet	3
Observability-based sensor selection in fish ponds: Application to pond aquaculture in Indonesia	3
Neural network model for assessing structural performance of netting in net-enclosure aquaculture facilities	3
Nascent application of aerobic granular sludge for recirculating aquaculture system effluent treatment: Performance, granule formation, and microbial community	3
Smart headset, computer vision and machine learning for efficient prawn farm management	3
Optimizing flow uniformity and velocity fields in aquaculture tanks by modifying water inlets and nozzles arrangement: A computational fluid dynamics study	3
Dissolved oxygen prediction using regularized extreme learning machine with clustering mechanism in a black bass aquaculture pond	3
Assessment of aeration plug-flow devices used with recirculating aquaculture systems on the growth of tilapia Oreochromis niloticus	3
On the application of current blockage model to steady drag force on fish net	3
Ebb and flow versus constant water level on the sweet banana chili pepper (Capsicum annuum) production in an aquaponic system	3
Biofilter and degasser performance at different alkalinity levels in a brackish water pilot scale recirculating aquaculture system (RAS) for post-smolt Atlantic salmon	3
Research verification of four commercial scale split-pond designs	3
Effect of water velocity on ammonium and nitrite removal in pilot scale fixed bed biofilters	3
Water-tank experiment and static numerical analysis of the mooring system of a controllable depth cage	3
Hydrogen sulphide dynamics in recirculating aquaculture systems with moving or fixed bed biofilters: A case study in two commercial salmon smolt producing farms in Norway	3
Effect of biocarrier material on nitrification performance during start-up in freshwater RAS	3
Effects of feed, carbohydrate addition and stocking density on Pacific white shrimp (Litopenaeus vannamei) production	3
Ultrafiltration to secure shellfish industrial activities: Culture of microalgae and oyster fertilization	3
Intelligent recognition and behavior tracking of sea cucumber infected with Vibrio alginolyticus based on machine vision	3