Abstract In the Recirculating Aquaculture Systems (RAS), the control of water quality indices
remains essential to survival and growth of aquaculture objects. This requires effect …

Water quality prediction (WQP) plays an essential role in water quality management for
aquaculture to make aquaculture production profitable and sustainable. In this work, we …

In the smart mariculture, the timely and accurate predictions of water quality can help
farmers take countermeasures before the ecological environment deteriorates seriously …

Dissolved oxygen is the most critical parameter to be controlled in Recirculating Aquaculture
Systems strictly to maintain healthy conditions for aquatic products. Because of the lag …

In order to improve the prediction accuracy of dissolved oxygen in aquaculture, a hybrid
model based on sparse auto-encoder (SAE) and long-short-term memory network (LSTM) is …

An accurate prediction of cage-cultured water quality is a hot topic in smart mariculture.
Since the mariculturing environment is always open to its surroundings, the changes in …

Water quality prediction plays an important role in environmental monitoring, ecosystem
sustainability, and aquaculture. Traditional prediction methods cannot capture the nonlinear …

Dissolved oxygen (DO), an important water quality indicator in aquaculture, affects the
survival rate of aquatic creatures and the yield of aquatic production. Therefore, it is …

It is of great significance for the operation and management of waterworks to accurately
predict the raw water quality. In this study, the turbidity and CODcr of raw water with light …

Recirculating aquaculture has received more and more attention because of its high
efficiency of treatment and recycling of aquaculture wastewater. The content of dissolved …