Smart Aquaponics: Employing Machine Learning to Improve Fish Nutrition and Growth

Proposed framework for prediction of fish length (cm) and weight (g) using optimized machine learning models with explainable artificial intelligence. Source: Khandakar et al., (2024); Computers and Electrical Engineering, 119, 109590.

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Unraveling the Microbiome of Biofloc Technology in Shrimp Aquaculture

Genome-centric recovery of MAGs from the FAB community. Source: Rajeev et al., (2024); mSystems0:e00782-24

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Revolution in Shrimp Farming: Dataset Aims to Optimize Biomass Estimation with AI

Example images of the different sub-datasets. Source: Ramírez-Coronel et al., (2024); Data in Brief, 57, 110964.

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Impact of Dissolved Oxygen Levels on the Performance of Atlantic Salmon: A Comprehensive Dataset

Experimental setup in Trial A and B. Source: Liland et al., (2024); Data in Brief, 110983.

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Aquaculture Insurance: How to Address the Risks of a Vital Industry

Aquaculture insurance aims to improve risk management in the aquaculture industry. Source: CANVA IA.

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Vitamin C and Zinc: A Synergistic Approach to Improve the Health and Growth of Nile Tilapia in Cold Environments

Tilapia farming cage. Source: ICA

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Potential of Marine Fish Aquaculture in the United States: A Market Analysis

Yellowtail amberjack (Seriola lalandi) taken at California, U.S.A. Source: Brian Gratwicke.

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Optimization of Feeding Strategies in Aquaculture: A Meta-Analysis

Feeding is a cornerstone of successful aquaculture, as it directly influences fish growth, feed conversion efficiency, and overall profitability. While feeding frequency is a critical ...

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VUV/Sulfite Pretreatment Shows Promising Results in Minimizing the Risk of Antibiotic Resistance in Aquaculture

Graphical summary of the study. Source: Dong et al., (2024). Journal of Environmental Management, 370, 122644.

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Microbiome Composition Can Predict 50% of the Variation in Shrimp Larvae Survival

Microbiome characterization in a shrimp hatchery. Source: Shan et al., (2025); Appl Environ Microbiol91:e02420-24.

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