4.5 Review

Sustainable aquaculture development: a review on the roles of cloud computing, internet of things and artificial intelligence (CIA)

期刊

REVIEWS IN AQUACULTURE
卷 13, 期 4, 页码 2076-2091

出版社

WILEY
DOI: 10.1111/raq.12559

关键词

aquaculture; CIA (cloud computing internet of things and artificial intelligence); fish health; productivity; sustainability; technology

资金

  1. Key Project of Blue Granary Science and Technology Innovation of the Ministry of Science and Technology [2018YFD0901203]
  2. National Natural Science Foundation of China [31702326]
  3. Natural Science Foundation of Guangdong Province [2018B030311050, 2019A1515012042, 2019A1515010958]
  4. Department of Education of Guangdong Province [2018KTSCX090]
  5. Program for Scientific Research Start-Up Funds of Guangdong Ocean University

向作者/读者索取更多资源

The rising global demand for food production each year, driven by population growth and the preference for protein sources, puts pressure on capture fisheries. Advanced aquaculture becomes the best choice to meet the demand, with the potential to increase productivity and sustainability through the application of Cloud computing, Internet of Things, and Artificial Intelligence. The future of aquaculture operations increasingly relies on innovative technologies like drones, sensors, and AI tools to reduce human intervention and ensure efficiency in various aspects of the value chain.
Each year, there is a significant rise in demand for global food production due to population increase and a rise in demand for protein food sources. This puts pressure on capture fishery as fish is a preferred protein source worldwide. However, the more resources we put into the capture fisheries to obtain maximum catch, the faster the fisheries stock becomes depleted. The best option left to produce enough fish to meet demand is relying on advanced aquaculture. Unfortunately, the impact of technological advancement in the aquaculture sector is not profound compared to the agricultural and manufacturing sectors. The advent of Cloud computing, Internet of Things, and Artificial Intelligence (CIA) has expanded numerous possibilities for applying and integrating information technology in all works of life. This article reviews the emergence of research development on CIA and the potential to revolutionize the aquaculture industry. The use of CIA techniques and tools such as drones, nano and micro-sensors, bionic robots, remote cameras, intelligent sorting, energy-saving processing equipment, statistical modules, and algorithms will reduce human intervention and increase aquaculture productivity. Also, the application of CIA in the aquaculture value chain to ensure effectiveness in traceability, feeding, disease detection, growth prediction, environmental monitoring, market information, and others is key to increasing aquaculture productivity and sustainability. Therefore, the future of aquaculture operations with less human labour, effective maintenance, and resource utilization largely depend on innovative technologies. Here, we outlined the need for adopting innovative technologies and the limiting factors that hinge on CIA adoption in the aquaculture industry.

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