OOIR: Observatory of International Research

Papers

(The median citation count of Aquacultural Engineering is 4. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Deep learning-based appearance features extraction for automated carp species identification	183
Design of water quality monitoring system for aquaculture ponds based on NB-IoT	81
A modified YOLOv3 model for fish detection based on MobileNetv1 as backbone	67
Prediction of dissolved oxygen in pond culture water based on K-means clustering and gated recurrent unit neural network	47
Research of dissolved oxygen prediction in recirculating aquaculture systems based on deep belief network	46
Typical hydrodynamic models for aquaculture nets: A comparative study under pure current conditions	43
Fish freshness categorization from eyes and gills color features using multi-class artificial neural network and support vector machines	43
Increased sulfate availability in saline water promotes hydrogen sulfide production in fish organic waste	36
Evaluating fish feeding intensity in aquaculture with convolutional neural networks	33
Recent advances in intelligent recognition methods for fish stress behavior	32
Development of a cloud-based IoT monitoring system for Fish metabolism and activity in aquaponics	28
Hydrodynamic performance of a semi-submersible offshore fish farm with a single point mooring system in pure waves and current	27
An adaptive method of damage detection for fishing nets based on image processing technology	24
Taxonomic and functional profiling of nitrifying biofilms in freshwater, brackish and marine RAS biofilters	23
An improved YOLOv3 algorithm to detect molting in swimming crabs against a complex background	22
Electrochemical ammonia removal and disinfection of aquaculture wastewater using batch and flow reactors incorporating PtRu/graphite anode and graphite cathode	21
Hydrogen peroxide oxygenation and disinfection capacity in recirculating aquaculture systems	21
Life cycle assessment of aquaculture systems: Does burden shifting occur with an increase in production intensity?	19
Using Chlorella vulgaris and iron oxide nanoparticles in a designed bioreactor for aquaculture effluents purification	18
Start-up of a “zero-discharge” recirculating aquaculture system using woodchip denitrification, constructed wetland, and sand infiltration	18
The effects of artificial substrate and stocking density on Pacific white shrimp (Litopenaeus vannamei) performance and water quality dynamics in high tunnel-based biofloc systems	17
An acoustic based approach to evaluate the effect of different diet lengths on feeding behavior of Litopenaeus vannamei	17
Application of biofloc technology for Indian major carp culture (polyculture) along with water quality management	17
Evaluation of chemical polymers as coagulation aids to remove suspended solids from marine finfish recirculating aquaculture system discharge using a geotextile bag	17
Comparative analysis of nitrogen and phosphorus budgets in a bioflocs aquaculture system and recirculation aquaculture system during over-wintering of tilapia (GIFT, Oreochromis niloticus)	16

Depuration system flushing rate affects geosmin removal from market-size Atlantic salmon Salmo salar	16
Examination of net volume reduction of gravity-type open-net fish cages under sea currents	15
Production of market-size European strain Atlantic salmon (Salmo salar) in land-based freshwater closed containment aquaculture systems	15
Dynamic analysis of an array of semi-rigid “sea station” fish cages subjected to waves	15
An integrated framework of sensing, machine learning, and augmented reality for aquaculture prawn farm management	15
Design and performance of a low-cost, automated, large-scale photobioreactor for microalgae production	15
The use of biochar in the production of tilapia (Oreochromis niloticus) in a biofloc technology system - BFT	14
Foam fractionation and ozonation in freshwater recirculation aquaculture systems	14
Development of fish spatio-temporal identifying technology using SegNet in aquaculture net cages	14
Productivity and economic viability of snakehead Channa striata culture using an aquaponics approach	14
Effects of microbubble aeration on water quality and growth performance of Litopenaeus vannamei in biofloc system	14
Evaluation of body weight and color of cultured European catfish (Silurus glanis) and African catfish (Clarias gariepinus) using image analysis	13
Microalgae cultivation in offshore floating photobioreactor: State-of-the-art, opportunities and challenges	13
Hydrodynamics of recirculating aquaculture tanks with different spatial utilization	13
Counting method for cultured fishes based on multi-modules and attention mechanism	13
Underwater scallop recognition algorithm using improved YOLOv5	13
Activated sludge denitrification in marine recirculating aquaculture system effluent using external and internal carbon sources	13
A new image dataset for the evaluation of automatic fingerlings counting	13
Hydrodynamic characteristics of a full-scale kelp model for aquaculture applications	12
Nitrogen transformations across compartments of an aquaponic system	12
Assessment of standard aeration efficiency of different aerators and its relation to the overall economics in shrimp culture	12
An improved Morison hydrodynamics model for knotless nets based on CFD and metamodelling methods	11
Numerical study on hydrodynamic responses of a single-point moored vessel-shaped floating aquaculture platform in waves	11
Design evaluation of a fish cage mooring system with different bridle line connections using model experiments and simulations	11
Automatic length estimation of free-swimming fish using an underwater 3D range-gated camera	11
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	11
3-D printed customizable vitrification devices for preservation of genetic resources of aquatic species	11
Heterotrophic versus mixed BFT system: Impacts on water use, suspended solids production and growth performance of Litopenaeus vannamei	11
Estimating oxygen consumption of rainbow trout (Oncorhynchus mykiss) in a raceway: A Precision Fish Farming approach	11
UV treatment in RAS influences the rearing water microbiota and reduces the survival of European lobster larvae (Homarus gammarus)	11
A MobileNetV2-SENet-based method for identifying fish school feeding behavior	11
A closer look at closed cages: Growth and mortality rates during production of post-smolt Atlantic salmon in marine closed confinement systems	11
Effects of different layouts of fine-pore aeration tubes on sewage collection and aeration in rectangular water tanks	11
Deep learning applied in fish reproduction for counting larvae in images captured by smartphone	10
Research on intelligent damage detection of far-sea cage based on machine vision and deep learning	10
Numerical model of an aquaculture structure under oscillatory flow	10
A frequency domain approach for analyzing motion responses of integrated offshore fish cage and wind turbine under wind and wave actions	10
The effects of density and artificial substrate on intensive shrimp Litopenaeus vannamei nursery production	10
Designing a protocol to evaluate Crassostrea gigas spat production in hatcheries: Identification of critical aspects	10
Rapid production bioflocs by inoculation and fertilized with different nitrogen and carbon sources	10
Development of an open hardware 3-D printed conveyor device for continuous cryopreservation of non-batched samples	10
Identification and counting of Pacific oyster Crassostrea gigas larvae by object detection using deep learning	9
Performance evaluation of venturi aeration system	9
Nondestructive evaluation of fish meat using ultrasound signals and machine learning methods	9
Metal leaching and toxicity of denitrifying woodchip bioreactor outflow—Potential reuse application	9
Semi-analytical study on regular sea wave interaction with circular elastic floaters of aquaculture fish cages	9
Performance study of annular settler with gratings in circular aquaculture tank using computational fluid dynamics	9
Engineering prediction of fatigue strength for copper alloy netting structure by experimental method	9
Design and development of a portable and streamlined nutrient film technique (NFT) aquaponic system	9
Fish abundance estimation with imaging sonar in semi-intensive aquaculture ponds	9

Nonlinear vertical accelerations and mooring loads of a semi-submersible offshore fish farm under extreme conditions	9
Polyculture production of vegetables and red hybrid tilapia for self-consumption by means of micro-scale aquaponic systems	8
Fulvic acid increases iron bioavailability in aquaponic systems: Theoretical designs and practical considerations to prevent iron deficiency in plants	8
Experimental study on design and operational performance of solar-powered venturi aeration system developed for aquaculture – A semi-floating prototype	8
High-intensity light of full-spectrum LED promotes survival rate but not development of the larval swimming crab Portunus trituberculatus	8
Comparison of nutrient costs from fish feeds and inorganic fertilizers for aquaponics systems	8
Experimental study of the behaviour of a circular gravity cage in linear waves	8
Design development of porous collar barrier for offshore floating fish cage against wave action, debris and predators	7
The quantity of artificial substrates influences the nitrogen cycle in the biofloc culture system of Litopenaeus vannamei	7
Modeling and implementing the use of aeration to increase water temperature and dissolved oxygen in greenhouse aquaculture cages	7
Simulation of future dissolved oxygen distribution in pond culture based on sliding window-temporal convolutional network and trend surface analysis	7
Effect of different C/N ratios and hydraulic retention times on denitrification in saline, recirculating aquaculture system effluents	7
A simple substrate to produce the tropical epiphytic algae Hypnea pseudomusciformis	7
Dynamic modeling of recirculating aquaculture systems: Effect of management strategies and water quality parameters on fish performance	7
Shrimp egg counting with fully convolutional regression network and generative adversarial network	7
Process performance of anaerobic co-digestion of waste activated sludge and aquaculture sludge	6
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	6
Polar Map: A Digital Representation of Closed Structures for Underwater Robotic Inspection	6
Prolonged photoperiod improves the growth performance for a hatchery reared right-eyed flatfish	6
Prediction of size-dependent risk of salmon smolt (Salmo salar) escape through fish farm nets	6
Implementation of an easily reconfigurable dynamic simulator for recirculating aquaculture systems	6
Fish feeding intensity quantification using machine vision and a lightweight 3D ResNet-GloRe network	6
Practical use of response surface methodology for optimization of veterinary antibiotic removal using UV/H2O2 process	6
Optimization of vacuum coating conditions to improve oil retention in Trout feed	6
Numerical investigation of flow characteristics in a rearing tank aboard an aquaculture vessel	6
Mathematical model for goldfish recirculating aquaculture system (GRAS)	6
Impact evaluation of deep learning on image segmentation for automatic bluefin tuna sizing	5
Accuracy improvement of numerical simulation with the determination of drag coefficients of floating collars	5
MortCam: An Artificial Intelligence-aided fish mortality detection and alert system for recirculating aquaculture	5
Hydrodynamics of waste collection in a recirculating aquaculture tank with different numbers of inlet pipes	5
Waste utilization and biodiesel production from Desmodesmus maximus grown in swine wastewater using waste eggshells as a catalyst	5
Effects of swimming speed and dissolved oxygen on geosmin depuration from market-size Atlantic salmon Salmo salar	5
Effect of ozone and hydrogen peroxide on off-flavor compounds and water quality in a recirculating aquaculture system	5
A novel centerline extraction method for overlapping fish body length measurement in aquaculture images	5
Robust detection of farmed fish by fusing YOLOv5 with DCM and ATM	5
A comparison of topologies in recirculating aquaculture systems using simulation and optimization	5
Catch me if you can: How to recapture lumpfish using light as an attractant	5
The effects of different solids and biological filters in intensive pacific white shrimp (Litopenaeus vannamei) production systems	5
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	5
Hydrodynamic implications in and around a caged finfish farm and its implications on the dispersal of farm debris	5
Review and harmonization of the life cycle global warming impact of five United States aquaponics systems	4
Evaluating the Rearing condition of Rainbow Trout (Oncorhynchus Mykiss) Using Fuzzy Inference System	4
Detection of residual feed in aquaculture using YOLO and Mask RCNN	4
Effects of different types of air supplementation on rainbow trout confined underwater	4
Preconditioner influence on twin-screw extrusion cooking of starch-based feed pellets: The example of Fish Feed	4
Size-based physical properties of hard-shell clam (Mercenaria mercenaria) shell relevant to the design of mechanical processing equipment	4
Influence of inlet placement on the hydrodynamics of the dual-drain arc angle tank for fish growth	4
Biofloc colors as an assessment tool for water quality in shrimp farming with BFT systems	4
Storm damage risk assessment for offshore cage culture	4
Settling velocity distribution of bioflocules generated with different carbon sources during the rearing of the river shrimp Cryphiops caementarius with biofloc technology	4
MSIF-MobileNetV3: An improved MobileNetV3 based on multi-scale information fusion for fish feeding behavior analysis	4
Numerical analysis of the effects of gas-phase properties on the internal characteristics and wear in a centrifugal pump	4
Drag force and reconfiguration of cultivated Saccharina latissima in current	4
Underwater abnormal classification system based on deep learning: A case study on aquaculture fish farm in Taiwan	4
Industry 4.0-based smart systems in aquaculture: A comprehensive review	4
Comparison between horizontal and vertical substrate in shrimp super-intensive culture in bioflocs system.	4