An ensemble model for accurate prediction of key water quality parameters in river based on deep learning methods

Author:

Zheng Yue,Wei Jun,Zhang WenmingORCID,Zhang Yiping,Zhang Tuqiao,Zhou Yongchao

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference56 articles.

1. Water quality prediction using artificial intelligence algorithms;Aldhyani;Appl. Bionics Biomech.,2020

2. Performance of ANFIS versus MLP-NN dissolved oxygen prediction models in water quality monitoring;Ali;Environ. Sci. Pollut. Control Ser.,2014

3. Machine learning methods for better water quality prediction;Ali;J. Hydrol.,2019

4. Multi-indicator water quality prediction with attention-assisted bidirectional LSTM and encoder-decoder;Bi;Inf. Sci.,2023

5. Prediction of dissolved oxygen in pond culture water based on K-means clustering and gated recurrent unit neural network;Cao;Aquacult. Eng.,2020

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