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Journal Articles

A CNN-BILSTM monthly rainfall prediction model based on SCSSA optimization

Xianqi Zhang, Yang Yang, Jiawen Liu, Yuehan Zhang, Yupeng Zheng
Journal of Water and Climate Change (2024) 15 (9): 4862–4876.
DOI: https://doi.org/10.2166/wcc.2024.389
Date Online: 04 September 2024
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Journal Articles

Monthly runoff prediction using the VMD-LSTM-Transformer hybrid model: a case study of the Miyun Reservoir in Beijing

Shaolei Guo, Yihao Wen, Xianqi Zhang, Haiyang Chen
Journal of Water and Climate Change (2023) 14 (9): 3221–3236.
DOI: https://doi.org/10.2166/wcc.2023.257
Date Online: 11 September 2023
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Journal Articles

Prediction of sediment concentration based on the MEEMD-ARIMA model in the lower Yellow River

Xianqi Zhang, Fei Liu, Chao Song, Xiaoyan Wu
Journal of Water and Climate Change (2020) 11 (4): 1570–1579.
DOI: https://doi.org/10.2166/wcc.2019.077
Date Online: 01 November 2019
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Journal Articles

Application of MEEMD-ARIMA combining model for annual runoff prediction in the Lower Yellow River

Xianqi Zhang, Wei Tuo, Chao Song
Journal of Water and Climate Change (2020) 11 (3): 865–876.
DOI: https://doi.org/10.2166/wcc.2019.271
Date Online: 19 April 2019
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Journal Articles

Research on the periodic regularity of annual runoff in the Lower Yellow River

Xianqi Zhang, Chao Song, Dengkui Hu
Journal of Water and Climate Change (2019) 10 (1): 130–141.
DOI: https://doi.org/10.2166/wcc.2018.124
Date Online: 14 August 2018
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