Intelligent fish farm—the future of aquaculture
C Wang, Z Li, T Wang, X Xu, X Zhang, D Li - Aquaculture International, 2021 - Springer
With the continuous expansion of aquaculture scale and density, contemporary aquaculture
methods have been forced to overproduce resulting in the accelerated imbalance rate of …
methods have been forced to overproduce resulting in the accelerated imbalance rate of …
Applications of artificial neural networks for adsorption removal of dyes from aqueous solution: a review
AM Ghaedi, A Vafaei - Advances in colloid and interface science, 2017 - Elsevier
Artificial neural networks (ANNs) have been widely applied for the prediction of dye
adsorption during the last decade. In this paper, the applications of ANN methods, namely …
adsorption during the last decade. In this paper, the applications of ANN methods, namely …
[HTML][HTML] Prediction of dissolved oxygen in a fishery pond based on gated recurrent unit (GRU)
W Li, H Wu, N Zhu, Y Jiang, J Tan, Y Guo - Information Processing in …, 2021 - Elsevier
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 …
survival rate of aquatic creatures and the yield of aquatic production. Therefore, it is …
A water quality prediction method based on the deep LSTM network considering correlation in smart mariculture
Z Hu, Y Zhang, Y Zhao, M **e, J Zhong, Z Tu, J Liu - Sensors, 2019 - mdpi.com
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 …
Since the mariculturing environment is always open to its surroundings, the changes in …
Attention-based recurrent neural networks for accurate short-term and long-term dissolved oxygen prediction
Y Liu, Q Zhang, L Song, Y Chen - Computers and electronics in agriculture, 2019 - Elsevier
Accurate prediction of dissolved oxygen is important for the intelligent management and
control in aquaculture. However, due to the interference of external factors and the …
control in aquaculture. However, due to the interference of external factors and the …
Prediction of dissolved oxygen in pond culture water based on K-means clustering and gated recurrent unit neural network
X Cao, Y Liu, J Wang, C Liu, Q Duan - Aquacultural Engineering, 2020 - Elsevier
Dissolved oxygen in water is an important ecological factor in ensuring the healthy growth of
aquatic products, as hypoxic stress is known to restrict the growth of aquatic products. The …
aquatic products, as hypoxic stress is known to restrict the growth of aquatic products. The …
A method overview in smart aquaculture
Aquaculture is an important part of agricultural economy. In the past, major farming
accidents often occurred due to subjective experience. There are many factors affecting the …
accidents often occurred due to subjective experience. There are many factors affecting the …
Accurate prediction scheme of water quality in smart mariculture with deep Bi-S-SRU learning network
In the smart mariculture, the timely and accurate predictions of water quality can help
farmers take countermeasures before the ecological environment deteriorates seriously …
farmers take countermeasures before the ecological environment deteriorates seriously …
Dissolved oxygen control strategies for water treatment: a review
Dissolved oxygen (DO) is one of the most important water quality factors. Maintaining the DO
concentration at a desired level is of great value to both wastewater treatment plants …
concentration at a desired level is of great value to both wastewater treatment plants …
Internet of agriculture: Analyzing and predicting tractor ride comfort through supervised machine learning
The aim of this study is to improve ride comfort among tractor drivers by utilizing Internet of
Things (IoT) technology and Machine Learning (ML) techniques to analyze and predict …
Things (IoT) technology and Machine Learning (ML) techniques to analyze and predict …