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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:200/0  |  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:11/0  |  提交时间:2023/12/25
water level prediction  Three Gorges Reservoir  deep learning  hybrid model  
Nutrient reduction mitigated the expansion of cyanobacterial blooms caused by climate change in Lake Taihu according to Bayesian network models 期刊论文
WATER RESEARCH, 2023, 卷号: 236, 页码: 10
作者:  Deng, Jianming;  Shan, Kun;  Shi, Kun;  Qian, Song S.;  Zhang, Yunlin;  Qin, Boqiang;  Zhu, Guangwei
收藏  |  浏览/下载:13/0  |  提交时间:2023/12/25
Global warming  Cyanobacterial blooms  Internal loading  Shallow lakes  Data-intensive statistical models