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Journal Articles

Research on precipitation prediction based on a complete ensemble empirical mode decomposition with adaptive noise–long short-term memory coupled model

Open Access
Shaolei Guo, Yihao Wen, Xianqi Zhang, Guoyu Zhu, Jiafeng Huang
Water Supply (2022) 22 (12): 9061–9072.
DOI: https://doi.org/10.2166/ws.2022.412
Date Online: 05 December 2022
View articletitled, Research on precipitation prediction based on a complete ensemble empirical mode decomposition with adaptive noise–long short-term memory coupled model View PDF for article titled, Research on precipitation prediction based on a complete ensemble empirical mode decomposition with adaptive noise–long short-term memory coupled model
Journal Articles

Study of regional monthly precipitation based on CEEMD-BILSTM coupled model

Open Access
Xianqi Zhang, Jingwen Shi, Guoyu Zhu, Yimeng Xiao, Haiyang Chen
Water Supply (2022) 22 (11): 8036–8049.
DOI: https://doi.org/10.2166/ws.2022.321
Date Online: 07 September 2022
View articletitled, Study of regional monthly precipitation based on CEEMD-BILSTM coupled model View PDF for article titled, Study of regional monthly precipitation based on CEEMD-BILSTM coupled model
Journal Articles

A seasonal ARIMA model based on the gravitational search algorithm (GSA) for runoff prediction

Open Access
Xianqi Zhang, Xilong Wu, Guoyu Zhu, Xiaobin Lu, Kai Wang
Water Supply (2022) 22 (8): 6959–6977.
DOI: https://doi.org/10.2166/ws.2022.263
Date Online: 13 July 2022
View articletitled, A seasonal ARIMA model based on the gravitational search algorithm (GSA) for runoff prediction View PDF for article titled, A seasonal ARIMA model based on the gravitational search algorithm (GSA) for runoff prediction
Journal Articles

Annual runoff forecast based on a combined EEMD-ARIMA model

Open Access
Xianqi Zhang, Yaohui Lu, Guoyu Zhu, Xilong Wu, Dong Zhao ...
Water Supply (2022) 22 (8): 6807–6820.
DOI: https://doi.org/10.2166/ws.2022.262
Date Online: 12 July 2022
View articletitled, Annual runoff forecast based on a combined EEMD-ARIMA model View PDF for article titled, Annual runoff forecast based on a combined EEMD-ARIMA model
Journal Articles

A new groundwater depth prediction model based on EMD-LSTM

Open Access
Xianqi Zhang, Haiyang Chen, Guoyu Zhu, Dong Zhao, Bingsen Duan
Water Supply (2022) 22 (6): 5974–5988.
DOI: https://doi.org/10.2166/ws.2022.230
Date Online: 09 June 2022
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View articletitled, A new groundwater depth prediction model based on EMD-LSTM View PDF for article titled, A new groundwater depth prediction model based on EMD-LSTM