Prediction of dissolved oxygen in a fishery pond based on gated recurrent unit (GRU)

Prediction of dissolved oxygen in a fishery pond based on gated recurrent unit (GRU)

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 important to predict DO in fishery ponds for applying artificial aeration with low energy and cost. Recently, deep learning...

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Bibliographic Details
Main Authors: Wuyan Li, Hao Wu, Nanyang Zhu, Yongnian Jiang, Jinglu Tan, Ya Guo
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Information Processing in Agriculture
Subjects:
Dissolved oxygen
RNN model
LSTM model
GRU model
Online Access:http://www.sciencedirect.com/science/article/pii/S2214317319301532

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http://www.sciencedirect.com/science/article/pii/S2214317319301532

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