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Employing hybrid deep learning for near-real-time forecasts of sensor-based algal parameters in a Microcystis bloom-dominated lake 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 922, 页码: 14
作者:  Wang, Lan;  Shan, Kun;  Yi, Yang;  Yang, Hong;  Zhang, Yanyan;  Xie, Mingjiang;  Zhou, Qichao;  Shang, Mingsheng
收藏  |  浏览/下载：46/0  |  提交时间：2024/07/12
Cyanobacterial blooms  Real-time monitoring  Early warning  Deep -learning modelling  Time series decomposition  Interpretable framework  
Improved Deep Learning Predictions for Chlorophyll Fluorescence Based on Decomposition Algorithms: The Importance of Data Preprocessing 期刊论文
WATER, 2023, 卷号: 15, 期号: 23, 页码: 19
作者:  Wang, Lan;  Xie, Mingjiang;  Pan, Min;  He, Feng;  Yang, Bing;  Gong, Zhigang;  Wu, Xuke;  Shang, Mingsheng;  Shan, Kun
收藏  |  浏览/下载：216/0  |  提交时间：2024/01/17
chlorophyll fluorescence  deep learning  online monitoring  time-series decomposition  Dianchi Lake  
Combined Physical Process and Deep Learning for Daily Water Level Simulations across Multiple Sites in the Three Gorges Reservoir, China 期刊论文
WATER, 2023, 卷号: 15, 期号: 18, 页码: 16
作者:  Xie, Mingjiang;  Shan, Kun;  Zeng, Sidong;  Wang, Lan;  Gong, Zhigang;  Wu, Xuke;  Yang, Bing;  Shang, Mingsheng
收藏  |  浏览/下载：27/0  |  提交时间：2023/12/25
water level prediction  Three Gorges Reservoir  deep learning  hybrid model  
Revealing Physiochemical Factors and Zooplankton Influencing Microcystis Bloom Toxicity in a Large-Shallow Lake Using Bayesian Machine Learning 期刊论文
TOXINS, 2022, 卷号: 14, 期号: 8, 页码: 16
作者:  Wang, Xiaoxiao;  Wang, Lan;  Shang, Mingsheng;  Song, Lirong;  Shan, Kun
收藏  |  浏览/下载：133/0  |  提交时间：2022/10/14
Microcystis blooms  microcystins  nutrient  zooplankton  machine learning  risk management  Lake Taihu  
Synergistic Modulation at Atomically Dispersed Fe/Au Interface for Selective CO2 Electroreduction 期刊论文
NANO LETTERS, 2021, 卷号: 21, 期号: 1, 页码: 686-692
作者:  Shen, Xinyi;  Liu, Xiaokang;  Wang, Sicong;  Chen, Tao;  Zhang, Wei;  Cao, Linlin;  Ding, Tao;  Lin, Yue;  Liu, Dong;  Wang, Lan;  Zhang, Wei;  Yao, Tao
收藏  |  浏览/下载：132/0  |  提交时间：2021/03/29
Synergistic strategy  CO2 electroreduction  Operando XAFS  Interfacial sites  Dynamic structures