The world population is expected to grow to around 9 billion by 2050. The growing need for
foods with high protein levels makes aquaculture one of the fastest-growing food industries …

The production of China's aquaculture has changed from extensive model to intensive
model, the production structure is continuously adjusting and upgrading, and the production …

Shrimp contribute immensely to useful nutrients devoid of health hazards owing to their
negligible carbohydrate and saturated fat constituents. They are a highly demanded seafood …

Among the background of developments in automation and intelligence, machine learning
technology has been extensively applied in aquaculture in recent years, providing a new …

In recent years, the importance of marine aquaculture has been increasing globally, and
new technologies are playing a significant role in this trend [1, 2]. Marine aquaculture (ie …

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 …

Water is essential for the survival and wellness of humans and other ecosystems. The mix of
physical and chemical characteristics in a water sample is referred to as water quality …

The aquaculture and fishery industry are multi-billion-dollar business across the globe, and
the demand for aquatic species produce increases exponentially throughout these years …

Good water quality is important for normal production processes in industrial aquaculture.
However, in situ or real-time monitoring is generally not available for many aquacultural …

The practice of continental aquaculture has grown globally, mainly due to its ability to
provide protein to vulnerable populations and stimulate local economies in many regions of …