Phosphorus prediction in the middle reaches of the Yangtze river based on GRA-CEEMDAN-CNLSTM-DBO.

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作者： Huaipeng,Yao ^[1] ; Yuling,Huang ^[2] ; Pingyu,Lv ^[3] ; Huihuang,Luo ^[4]

作者单位： School of River and Ocean Engineering, Chongqing Jiao Tong University, Chongqing, 400074, China.;China Institute of Water Resources and Hydropower Research, Beijing, 100038, China. ^[1] China Institute of Water Resources and Hydropower Research, Beijing, 100038, China. huang39y@gmail.com. ^[2] School of River and Ocean Engineering, Chongqing Jiao Tong University, Chongqing, 400074, China.;Hydrology and Water Resources Survey Bureau of the Upper Yangtze River, Chongqing, 400021, China. ^[3] China Institute of Water Resources and Hydropower Research, Beijing, 100038, China. ^[4]

关键词 Long Short-Term Memory (LSTM) network Phosphorus Prediction Yangtze River Basin

DOI 10.1038/s41598-024-70262-4

PMID 39169112

发布时间 2024-08-24

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