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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：199/0  |  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：9/0  |  提交时间：2023/12/25
water level prediction  Three Gorges Reservoir  deep learning  hybrid model  
Temporal prediction of algal parameters in Three Gorges Reservoir based on highly time-resolved monitoring and long short-term memory network 期刊论文
JOURNAL OF HYDROLOGY, 2022, 卷号: 605, 页码: 12
作者:  Shan, Kun;  Ouyang, Tian;  Wang, Xiaoxiao;  Yang, Hong;  Zhou, Botian;  Wu, Zhongxing;  Shang, Mingsheng
收藏  |  浏览/下载：50/0  |  提交时间：2022/08/22
Harmful algal bloom  Real-time monitoring  Long short-term memory network  Microcystin  Three Gorges Reservoir  
Water eutrophication assessment based on rough set and multidimensional cloud model 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2017, 卷号: 164, 页码: 103-112
作者:  Yan, Huyong;  Wu, Di;  Huang, Yu;  Wang, Guoyin;  Shang, Mingsheng;  Xu, Jianjun;  Shi, Xiaoyu;  Shan, Kun;  Zhou, Botian;  Zhao, Yufei
Adobe PDF(2910Kb)  |  收藏  |  浏览/下载：113/0  |  提交时间：2018/03/05
Eutrophication  Rough set  Multidimensional cloud model  
The relationships of meteorological factors and nutrient levels with phytoplankton biomass in a shallow eutrophic lake dominated by cyanobacteria, Lake Dianchi from 1991 to 2013 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2016, 卷号: 23, 期号: 15, 页码: 15616-15626
作者:  Zhou, Qichao;  Zhang, Yunlin;  Lin, Dunmei;  Shan, Kun;  Luo, Yu;  Zhao, Lei;  Tan, Zhiwei;  Song, Lirong
Adobe PDF(1028Kb)  |  收藏  |  浏览/下载：129/0  |  提交时间：2018/03/15
Cyanobacterial bloom  Climate warming  Sunshine hours  Total nitrogen  Total phosphorus  Dry and rainy seasons  
Multi-Year Assessment of Toxic Genotypes and Microcystin Concentration in Northern Lake Taihu, China 期刊论文
TOXINS, 2016, 卷号: 8, 期号: 1, 页码: 14
作者:  Hu, Lili;  Shan, Kun;  Lin, Lizhou;  Shen, Wei;  Huang, Licheng;  Gan, Nanqin;  Song, Lirong
Adobe PDF(1257Kb)  |  收藏  |  浏览/下载：106/0  |  提交时间：2018/03/15
Microcystis morphospecies  microcystins  qPCR  nitrogen  Lake Taihu