A 20-year retrospective review of global aquaculture

RL Naylor, RW Hardy, AH Buschmann, SR Bush… - Nature, 2021 - nature.com
The sustainability of aquaculture has been debated intensely since 2000, when a review on
the net contribution of aquaculture to world fish supplies was published in Nature. This …

The future of aquatic protein: implications for protein sources in aquaculture diets

K Hua, JM Cobcroft, A Cole, K Condon, DR Jerry… - One Earth, 2019 - cell.com
Approximately 70% of the aquatic-based production of animals is fed aquaculture, whereby
animals are provided with high-protein aquafeeds. Currently, aquafeeds are reliant on fish …

Achieving sustainable aquaculture: Historical and current perspectives and future needs and challenges

CE Boyd, LR D'Abramo, BD Glencross… - Journal of the World …, 2020 - Wiley Online Library
Important operational changes that have gradually been assimilated and new approaches
that are develo** as part of the movement toward sustainable intensive aquaculture …

Real-time detection of uneaten feed pellets in underwater images for aquaculture using an improved YOLO-V4 network

X Hu, Y Liu, Z Zhao, J Liu, X Yang, C Sun… - … and electronics in …, 2021 - Elsevier
In aquaculture, the real-time detection and monitoring of feed pellet consumption is an
important basis for formulating scientific feeding strategies that can effectively reduce feed …

Deep learning for smart fish farming: applications, opportunities and challenges

X Yang, S Zhang, J Liu, Q Gao, S Dong… - Reviews in …, 2021 - Wiley Online Library
The rapid emergence of deep learning (DL) technology has resulted in its successful use in
various fields, including aquaculture. DL creates both new opportunities and a series of …

Interventions for improving the productivity and environmental performance of global aquaculture for future food security

PJG Henriksson, M Troell, LK Banks, B Belton… - One Earth, 2021 - cell.com
Aquatic foods are increasingly being recognized as having an important role to play in an
environmentally sustainable and nutritionally sufficient food system. Proposals for increasing …

Meeting global feed protein demand: challenge, opportunity, and strategy

SW Kim, JF Less, L Wang, T Yan, V Kiron… - Annual review of …, 2019 - annualreviews.org
Feed protein supplements are one of the most expensive and limiting feed ingredients. This
review offers a comprehensive analysis of how the expected expansion of animal …

A computer vision-based intelligent fish feeding system using deep learning techniques for aquaculture

WC Hu, LB Chen, BK Huang, HM Lin - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
The decisions made regarding traditional fish feeding systems mainly depend on
experience and simple time control. Most previous works have focused on image-based …

Intelligent feeding control methods in aquaculture with an emphasis on fish: a review

C Zhou, D Xu, K Lin, C Sun, X Yang - Reviews in Aquaculture, 2018 - Wiley Online Library
In aquaculture, feeding is the primary factor determining efficiency and cost, so it is important
to know when to stop feeding to maximize efficiency. Until now, fish feeding has been mostly …

The European sea bass: a key marine fish model in the wild and in aquaculture

M Vandeputte, PA Gagnaire, F Allal - Animal genetics, 2019 - Wiley Online Library
Summary The European sea bass (Dicentrarchus labrax L.) is a marine fish of key economic
and cultural importance in Europe. It is now more an aquaculture than a fisheries species (> …