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Journal Articles

A novel hybrid XAJ-LSTM model for multi-step-ahead flood forecasting

Zhen Cui, Yanlai Zhou, Shenglian Guo, Jun Wang, Huanhuan Ba ...
Hydrology Research (2021) 52 (6): 1436–1454.
DOI: https://doi.org/10.2166/nh.2021.016
Date Online: 29 June 2021
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Includes: Supplementary data
Journal Articles

Quantification of the forecast uncertainty using conditional probability and updating models

Huanhuan Ba, Shenglian Guo, Yixuan Zhong, Shaokun He, Xushu Wu
Hydrology Research (2019) 50 (6): 1751–1771.
DOI: https://doi.org/10.2166/nh.2019.094
Date Online: 27 September 2019
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Journal Articles

Evaluation of the BMA probabilistic inflow forecasts using TIGGE numeric precipitation predictions based on artificial neural network

Yixuan Zhong, Shenglian Guo, Huanhuan Ba, Feng Xiong, Fi-John Chang ...
Hydrology Research (2018) 49 (5): 1417–1433.
DOI: https://doi.org/10.2166/nh.2018.177
Date Online: 21 February 2018
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Journal Articles

Improving ANN model performance in runoff forecasting by adding soil moisture input and using data preprocessing techniques

Huanhuan Ba, Shenglian Guo, Yun Wang, Xingjun Hong, Yixuan Zhong ...
Hydrology Research (2018) 49 (3): 744–760.
DOI: https://doi.org/10.2166/nh.2017.048
Date Online: 22 August 2017
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