Aquacultural Engineering

Article	Citations
RC-UMT: Multimodal fish feeding intensity classification network with enhanced feature extraction capability in aquaculture	69
Osedax-GAN: A novel metaheuristic approach for missing pixel imputation imagery for enhanced detection accuracy of freshwater fish diseases in aquaculture	66
Flow-through and cyclic fed-batch cultivation of the green microalga Haematococcus pluvialis in recirculating aquaculture effluent: Strategies for sustained biomass production and astaxanthin biosynth	64
The coupled vibrations of a rectangular frame and a flexible net subjected to waves and currents	61
Pixel-level quantification of biofouling taxa associated with salmon aquaculture infrastructure using deep learning	51
PUFFER-DETR: Tiger puffer similar abnormal behavior recognition based on transformer	51
Hydrodynamics of large-scale recirculating aquaculture tanks equipped with paddlewheel aerators	45
Experimental study on hydrodynamic performance of the semi-submersible vessel-shaped fish cage	41
Editorial Board	39
Detection of a stress related acoustic signature by passive acoustic monitoring in Atlantic salmon farming	38
Denitrification performance of polyhydroxybutyrate/cellulose (PHBC) blend with and without a nitrogen-driven degassing column	37
Safety evaluation of physical plasma for water treatment in recirculating aquaculture systems	37
Optimizing intensive shrimp production: Relieve the physiological pressure in Penaeus vannamei through transition from biofloc technology to recirculating clear-water aquaculture systems	35
Anomalous white shrimp detection in intensive farming based on improved YOLOv8	33
Environmental performance of Penaeus vannamei shrimp production in intensive and super-intensive biofloc systems	33
Physical filtration of nutrients utilizing gravel-based and lightweight expanded clay aggregate (LECA) as growing media in aquaponic recirculation system (ARS)	32
Prawn morphometrics and weight estimation from images using deep learning for landmark localization	31
Influence of tank geometry and background color on growth performance and immune response of endangered Indian butter catfish Ompok bimaculatus	30
Editorial Board	27
MusselCF, a user-friendly toolbox to estimate the physiological carbon footprint of mussels in suspended aquaculture	26
Effect of ozone and hydrogen peroxide on off-flavor compounds and water quality in a recirculating aquaculture system	25
Collection rates of detached mobile sea lice according to net mesh and body size: A benchtop model	24
Robust automatic net damage detection and tracking on real aquaculture environment using computer vision	24
Design considerations for a continuous mussel farm in New England Offshore waters. Part I: Development of environmental conditions for engineering design	24
Thermodynamics assessment of a near-zero discharged recirculating aquaculture system for turbot grow-out	23

Effects of biofloc-electrochemical system on water quality, fish performance, and microbial diversity	23
In-situ bioremediation and resource recovery of bioflocs by the freshwater mussel (Sinanodonta woodiana) in the zero-water-exchange tilapia (Oreochromis niloticus) culture systems	23
Editorial Board	22
The associated use of artificial substrates and biofloc system in the intensive culture of Macrobrachium rosenbergii	21
Editorial Board	21
Numerical study on hydrodynamic behaviors of and flow field around UHMWPE plane nets	21
Real-time ammonia estimation in recirculating aquaculture systems: A data assimilation approach	21
Optimization of aerobic digestion conditions of solid waste from recirculating aquaculture systems for liquid fertilizer production	21
Insights into different marine aquaculture infrastructures from a life cycle perspective	20
Smart headset, computer vision and machine learning for efficient prawn farm management	19
Adaptive graph learning with dynamic neural ODE for feeding intensity analysis of pearl gentian grouper in a recirculating aquaculture system	19
Aqua3DNet: Real-time 3D pose estimation of livestock in aquaculture by monocular machine vision	19
UVA-LED365 nm and UVC-LED275 nm combined irradiation effectively inactivates Vibrio parahaemolyticus and controls photoreactivation by regulating illumination	18
Rotiferometer: An automated system for quantification of rotifer cultures	18
Smart technologies in aquaculture: An integrated IoT, AI, and blockchain framework for sustainable growth	18
Numerical study on the flow fields inside and around a submersible truss-type aquaculture cage	18
Ultrasonic monitoring of early larval development of fish in tanks. Case study: Gilthead seabream (Sparus aurata)	18
Corrigendum to “Structural modelling of aquaculture nets with square meshes by quadrilateral membrane finite elements” [Aquac. Eng. 113 (2026) 102706]	18
Impact evaluation of deep learning on image segmentation for automatic bluefin tuna sizing	18
Evaluating submerged and surface feeding strategies in farmed Atlantic Cod: Energetic and production perspectives	17
Smart aquaculture revolution: Triple-hybrid AI framework for ultra-precise aquaculture energy forecasting using adaptive markov imputation, neutrosophic intelligence, and shrimp-inspired multi-scale o	16
Effect of coconut waste and its biochar as hydroponics substrates on system performance and nitrogen transformation in aquaponics	16
Effects of feed, carbohydrate addition and stocking density on Pacific white shrimp (Litopenaeus vannamei) production	16
Digital twin-based smart aquafarm monitoring system with multi-instance learning based on autoencoder model	16
Improving feed intake predictions in aquaculture: Integrating dissolved oxygen, body weight, and temperature for Atlantic salmon and meagre	16
Influence of dietary phosphorus on orthophosphate accumulation in recirculating aquaculture systems with rainbow trout (Oncorhynchus mykiss)	15
Analysis of drag force, deformation and stress distribution of biofouled flexible nets	15
Numerical and experimental study of two common types of fouled net panels in the ocean	15
Sedimentation of Crassostrea gigas and Perna perna biodeposits in the South Atlantic	14
Technological approaches to enhance water efficiency in aquaculture: Aiming towards sustainable intensification	13
MarParPred: A Shiny web application for predicting multi-parasite disease risk in marine fish using machine learning	13
Nitrogen metabolism potential in biofilm microbial communities: potential applications in the mariculture wastewater treatment	12
Conveying characteristics of shrimp feed pellets in pneumatic conveying system and minimum power consumption dissipation factor	12
RAFE-net: A robust attention-based fusion framework for classifying fish feeding behavior from sonar and acoustic data	12
Editorial Board	12
Decision support systems for digital twins in aquaculture: A systematic literature review	11
Method for layout optimization of coastal cage aquaculture systems in Southeast Asia	11
Habitat-enhanced recirculating aquaculture systems improve post-transport recovery and survival of Scylla serrata (Forsskål, 1775)	11
Development and field application of an integrated three-phase greenhouse gas monitoring system in smart shrimp aquaculture with biofloc-based carbon mitigation	11
Editorial Board	11
Research on the influence of solid-liquid two-phase flow on the flow field effect and stability of square reefs	10
An IoT based smart water quality assessment framework for aqua-ponds management using Dilated Spatial-temporal Convolution Neural Network (DSTCNN)	10
Reluctance of farmed Atlantic salmon to feed in cold water revealed during automated hydroacoustic feeding control	10
MFSD-YOLO: A multi-scenario fish small target detection method in aquaculture	10
Robust detection of farmed fish by fusing YOLOv5 with DCM and ATM	10
Optimal aquarium shape for rearing male Siamese fighting fish (Betta splendens)	10
Preconditioner influence on twin-screw extrusion cooking of starch-based feed pellets: The example of Fish Feed	9
MortCam: An Artificial Intelligence-aided fish mortality detection and alert system for recirculating aquaculture	9
In-water electric stunning as a humane commercial method for culling juvenile salmonids	9
Biological site suitability for exposed self-regulating cultivation of blue mussel (Mytilus edulis): A Belgian case study	9

Ultrafiltration for the biosecurity of fish production: The case of a sturgeon nursery	9
Hydrodynamics of waste collection in a recirculating aquaculture tank with different numbers of inlet pipes	9
Fish behavior recognition based on an audio-visual multimodal interactive fusion network	9
Single pass saltwater disinfection using low voltage electrolysis: Potential implications for aquaculture systems	9
Numerical investigation of flow characteristics in a rearing tank aboard an aquaculture vessel	9
Discrete element method for non-spherical feed particle transport in offshore truss cage aquaculture: Modeling and applications	9
Development of a novel sterilized thin-film photobioreactor for efficient microalgae cultivation by mixotrophic mode	9
Aquaponics performance optimization: The impact of hydraulic loading rate on striped murrel (Channa striata) and lettuce (Lactuca sativa L.) production in a vermicompost-supplemented system	9
Experimental study on the hydrodynamic responses of a novel platform integrating vertical-axis wind turbine with a fish cage in regular waves	9
Design considerations for a continuous mussel farm in New England Offshore waters. Part II: Using validated numerical models to estimate the probability of failure	9
Culturing freshwater crayfish (Cherax quadricarinatus) in a static biofloc culture system based on fruit-wastes: Effects on growth, nutrient composition and bioeconomics	8
Effects of drum filters, swirl separators and foam fractionation on water quality in pilot scale recirculating aquaculture systems	8
Pesticide residues in aquatic products: sources, advances in detection technologies, and risk management	8
Sedimentation efficiency evaluation of an aquaculture tank through experimental floc characterization and CFD simulation	8
The influence of length–width ratio of an unconventional mobile finfish structure on the drag force and dissolved oxygen: Laboratory experimentation and Computational Fluid Dynamics (CFD)	8
An efficient fish counting method with adaptive global perception and multi-scale feature perception	8
Optimizing flow uniformity and velocity fields in aquaculture tanks by modifying water inlets and nozzles arrangement: A computational fluid dynamics study	8
Detection of residual feed in aquaculture using YOLO and Mask RCNN	8
Application of generative artificial intelligence in the aquacultural sector	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
Irreversible membrane fouling in marine recirculating aquaculture systems: Mechanistic origins, engineering implications, and antifouling limitations	8
Neural network approaches for enhanced nitrate management in recirculating aquaculture systems	8
Can air nanobubbles improve the swim bladder inflation in developing European perch? A pilot study of advanced water treatment.	8
FishMAE: A Masked Autoencoder based framework for long-term fish re-identification	8
A robotic fish processing line enhanced by machine learning	8
An extraction method of fish vector field for marine cage culture based on UAV vision	8
Microalgae plant site selection analysis: A multi-criteria decision model based on hierarchical analysis, geographic information systems and Monte Carlo simulations	8
Integration of process design and control of a pilot-scale recirculating aquaculture system	7
A novel detection and segmentation system for eichhornia crassipes growth rate using region vision transformer-based adaptive Yolo with Unet++	7
An improved estrus behavior recognition method for crucian carp (Carassius auratus) by integrating the modified YOLO11n and the optimized BoT-SORT	7
Improved growth and haemato-biochemical indices of genetically improved farmed tilapia in inland saline based biofloc system supplemented with species-specific vitamin formulation	7
Characterization of solid wastes from sablefish (Anoplopoma fimbria) in intensive culture	7
Operational agricultural water management in river-based aquaculture: A machine-learning approach to predict dissolved oxygen in the Halda River, Bangladesh	7
Assessing the coupling coordination degree of energy-economy-environment and influencing factors in China's industrial mariculture: from a life cycle perspective	7
Corrigendum to “Investigation of flow field and dissolved oxygen concentration distribution in aquaculture tanks based on computational fluid dynamics” [Aquac. Eng. 111 (2025) 102577]	7
Sulphate removal by membrane filtration minimizes the risk of hydrogen sulphide formation in fixed bed biofilters	7
Video and six-axis inertial sensor signals fusion for fish feeding behavior recognition in recirculating aquaculture system	7
Performance in nitrogen, turbidity and phosphorus removal in a RAS using moving bed settler and membrane aerated biofilm reactor	7
Integrated Zn-hexacyanoferrate based water treatment technology, for highly intensive live-fish transport systems	7
The noisy eaters: Acoustic characterization of clicks emitted by Penaeus vannamei fed fresh food items and pelletized diet	6
Ebb and flow versus constant water level on the sweet banana chili pepper (Capsicum annuum) production in an aquaponic system	6
Solar-powered automated fish-feeding boat: A cost-effective and sustainable solution for aquaculture	6
Influence of inlet placement on the hydrodynamics of the dual-drain arc angle tank for fish growth	6
Editorial Board	6
Integrating adsorptive pre-treatment and deep learning modeling for nitrogen management in marine recirculating aquaculture systems	6
Fish mass estimation method based on adaptive parameter tuning and disparity map restoration under binocular vision	6
Methodology for multidimensional approximation of current velocity fields around offshore aquaculture installations	6
Energy budgeting and economic analysis of shrimp (Penaeus vannamei) production under different culture techniques in Tamil Nadu, India	6
Editorial Board	5
The impact of shade net use on total nitrogen removal by duckweed (Lemna perpusilla) at different levels of catfish farming effluent	5
AI-driven aquaculture management system with AquaGPT for smart aquaculture	5
Hydrodynamic responses of a large flexible net swinging in waves	5
Evaluation of an anaerobic baffled reactor (ABR) – downflow hanging sponge (DHS) system in treatment of black wastewater from a closed recirculating aquaculture system	5
Design and testing of a fully automatic aquatic plant combing machine for Eriocheir sinensis farming	5
Powering aquaculture operations at sea: Can hydrogen be a sustainable solution?	5
Application of artificial intelligence in aquaculture – Recent developments and prospects	5
Computation of feed conversion ratio (FCRplant) and plant-fish mass ratio (PFRM) for aquaponic systems	5
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	5
Integrating multi-clusters classification with temporal structure of pulse improves feed consumption prediction across Penaeus vannamei size groups	5
Analysis of effects of shellfish harvesting methods on digging shovel performance using the discrete element method	5
Pilot outdoor cultivation of a marine haptophyte Tisochrysis lutea using a novel floating photobioreactor driven by electric rotary motor	5
Experimental investigation and ANN-based modeling of COD removal from real aquaculture wastewater	5
From protein-like to humic-like substances: Feed-derived regulation of dissolved organic matter transformation in RAS	5
Low-cost portable stereo vision and deep learning system for automated weight estimation of sea bream in offshore aquacultures	5
Feasibility of integrating multi-vessel membrane biological reactors within a recirculating aquaculture system to treat and reuse discharged water	5
Effects of stocking density and mechanical aeration system on water quality, growth, and economic outcomes of Nile tilapia reared in concrete ponds	5
Waste characterization and biofilter sizing criteria for oligotrophic RAS egg incubators	5
Self-cleaning performance of three bottom drain modes in circular culture tank: Experimental and numerical study	5
Underwater scallop recognition algorithm using improved YOLOv5	5
Effects of scaled-down dissolved air flotation system on suspended solids removal from Penaeus vannamei culture under biofloc conditions	5
Comparative assessment of nutrient cycling and larval whiteleg shrimp () performance in batch and recirculating hatchery systems	5
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	5
Performance evaluation of water quality for shrimp farming using deep learning classification	5
CFD optimised solar powered IoT integrated paddlewheel aerator for sustainable shrimp farming – A review	5
Experimental investigation on the convey performance and control strategy of a special annular jet pump for deep sea feeding	5
Implementation strategies for artificial upwelling to improve productivity in intensive bivalve aquaculture	4
Using a passive solar greenhouse with water tanks in overwintering of juvenile sea cucumber Apostichopus japonicus	4
A high-precision and lightweight underwater fish detection and recognition approach based on the improved YOLOX-nano algorithm	4
Time-series growth estimation of sea cucumbers (Apostichopus japonicus) in co-cultivation with coho salmon using time-lapse cameras in field experiments	4
Biofouling community succession and cleaning strategies for aquaculture net cages in the western Yellow Sea	4

Performance evaluation and mathematical model of pipeline diffused aeration for recirculating aquaculture system	4
To expand or not to expand? An LCA of the environmental sustainability of China's tunnel-greenhouse shrimp farming	4
Açai palm, Euterpe oleracea, seed for aquaponic media and seedling production	4
Innovative aquaculture cage “Flow2Vortex” ensures a sustainable biomass delivery for low trophic level aquaculture	4
Investigation on the combined bending-twisting dynamics of a hybrid wind and aquaculture system	4
Editorial Board	4
A method for counting fish based on improved YOLOv8	4
Optimizing alkalinity control in recirculating aquaculture systems (RAS): A dynamic modelling approach	4
Steady-state and dynamic model for recirculating aquaculture systems with pH included	4
Design and performance evaluation of a cost-effective modular vertical recirculating system for egg incubation and early larval rearing of pearlspot cichlid (Etroplus suratensis)	4
Research verification of four commercial scale split-pond designs	4
Enhancing instance segmentation: Leveraging multiscale feature fusion and attention mechanisms for automated fish weight estimation	4
Influence of carbon to phosphorus ratio on the performance of single-stage aerobic simultaneous nitrogen and phosphorus removal by bioflocs	4
Intelligent recognition and behavior tracking of sea cucumber infected with Vibrio alginolyticus based on machine vision	4
Angle-aware multi-object fish tracking with unique forward orientation estimation	3
The impact of indoor biofloc-based system on water quality, growth, and disease resistance of black tiger shrimp	3
An innovative sludge removing system for intensive aquaculture ponds	3
Structural modelling of aquaculture nets with square meshes by quadrilateral membrane finite elements	3
A multilevel lightweight fish respiratory frequency measurement method – Segmentation instead of detection	3
A computer vision method to estimate ventilation rate of Atlantic salmon in sea fish farms	3
Strength assessment of a large-scale offshore truss–plate coupled ship-shaped net cage in waves	3
Lactic acid production from filamentous algae grown using aquaponics wastewater	3
ficoEst – a tool to estimate the body composition of farmed fish	3
A probabilistic framework for offshore aquaculture suitability assessment using bivariate copulas	3
Evaluation of modified inoculum media for qualitative floc production and its effect on growth, immune response, digestive physiology, and antioxidant capacity of Anabas testudineus fry reared in biof	3
Effect of drum filter mesh size on RAS water quality	3
Cold atmospheric plasma and pulsed electric fields as alternative decontamination technologies in recirculating aquaculture systems	3
Nascent application of aerobic granular sludge for recirculating aquaculture system effluent treatment: Performance, granule formation, and microbial community	3
Big multi-step motion and mooring load forecasting of fish cage using a novel hybrid model based on Bi-SLSTM neural network	3
Quantum-Inspired Hybrid Bald Eagle-Ukari Algorithm with Reinforcement Learning for cybersecurity optimization in smart aquaculture systems: A novel bio-inspired intrusion detection and prevention fram	3
Novel and sustainable valorization of biogenic waste into microbial protein based fish dietary ingredient in bioreactor: Process optimization and sustainable utilization	3
A MobileNetV2-SENet-based method for identifying fish school feeding behavior	3
Rapid production bioflocs by inoculation and fertilized with different nitrogen and carbon sources	3
Assessing enhanced geosmin depuration in Atlantic salmon (Salmo salar) using TiO₂/UV + H₂O₂ advanced oxidation under variable recirculating aquaculture system conditions	3
Optimization and performance evaluation of an integrated showering type aeration cum feeding system (i-STAFS) for tank-based shrimp nursery aquaculture	3
Adaptive enhanced spatial–temporal GNN for multiple imbalanced water quality multi-step prediction in offshore aquaculture	3
Hydrodynamic characteristics of the aluminum alloy net panel in regular waves: An experimental study	3
Design and optimization of a head-to-tail orientation device for freshwater fry	3
Application of polyaluminum chloride and anionic polyacrylamide in the solid-liquid separation pretreatment of aquaculture tailwater	3
Rapid detection of Penaeus vannamei diseases via an improved LeNet	2
Corrigendum to “Automatic detection of fin, operculum, and skin deformities in Mediterranean fish species” [Aquac. Eng. 113 (2026) 102684]	2
A small boat for fish feeding	2
Linear modelling of the mass balance and energy demand for a recirculating aquaculture system	2
Design of a low-cost pH-Stat to study effects of ocean acidification on growth and nutrient consumption of diatoms	2
Effect of feed pellet buoyancy and stocking ratio of tilapia on fish and natural food in carp-tilapia polyculture ponds	2
DPAF-YOLO: YOLO-based dual-path attention fusion for glass eel detection and counting	2
Factors influencing feed distribution uniformity in aquaculture vessels based on DEM	2
Numerical evaluation on the flow field and drag force inside and around a ship-type truss aquaculture cage	2
Effect of biocarrier material on nitrification performance during start-up in freshwater RAS	2
Bottom culture is a promising strategy for final grow-out of the Portuguese oyster Crassostrea angulata	2
Impact of variable selection and model complexity on the prediction of water quality parameters for Penaeus vannamei aquaculture in a short dataset context	2
Editorial Board	2
STCA-MobileViTv3: A spatiotemporal collaborative attention network for fish feeding intensity recognition in underwater videos	2
Dissolved oxygen prediction using regularized extreme learning machine with clustering mechanism in a black bass aquaculture pond	2
MSIF-MobileNetV3: An improved MobileNetV3 based on multi-scale information fusion for fish feeding behavior analysis	2
Physical and numerical modeling of seaweed in oceanic waters	2
APMI: A method of fish detection with Transformer and Multi-scale Inverted Convolution	2
Exploring new frontiers: Current status and future research directions for AIoT application in shrimp farming in the Vietnamese Mekong delta	2
Revolutionizing aquaculture feeds: insights into black soldier fly utilization	2
Numerical simulation of nodule mesh hydrodynamics based on CFD	2
Determination of early breeder in goldfish (Carassius auratus Linn.) with learning vector quantization, probabilistic and pattern recognition neural networks	2
Editorial Board	2
Industry 4.0-based smart systems in aquaculture: A comprehensive review	2
A hybrid approach towards real-time monitoring of fish distributions in aquaculture net cage	2
Aquaculture fish counting and mass estimation method via vibration signal processing	2
Appling machine learning for estimating total suspended solids in BFT aquaculture system	2
Evaluation of fluid behavior and turnover in aquaculture tanks using CFD and transient temperature fields	2
Research progress of computer vision technology in abnormal fish detection	2
Multi-objective optimization of inlet and outlet in a circular culture fish tank using the GBDT-NSGAII algorithm and computational fluid dynamic	2
Vision-based dual network using spatial-temporal geometric features for effective resolution of fish behavior recognition with fish overlap	2