OOIR: Observatory of International Research

Papers

(The TQCC of Aquacultural Engineering is 10. 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
An acoustic based approach to evaluate the effect of different diet lengths on feeding behavior of Litopenaeus vannamei	24
Application of biofloc technology for Indian major carp culture (polyculture) along with water quality management	24
Electrochemical ammonia removal and disinfection of aquaculture wastewater using batch and flow reactors incorporating PtRu/graphite anode and graphite cathode	23
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
Automatic length estimation of free-swimming fish using an underwater 3D range-gated camera	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
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
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
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