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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  
Response of soil aggregate stability to plant diversity loss along an inundation stress gradient in a reservoir riparian zone 期刊论文
CATENA, 2023, 卷号: 233, 页码: 13
作者:  Wang, Xiaoxiao;  Shan, Kun;  Huang, Ping;  Ma, Maohua;  Wu, Shengjun
收藏  |  浏览/下载：15/0  |  提交时间：2023/12/25
Soil aggregate stability  Plant diversity  Root traits  Inundation stress  Three Gorges Reservoir  
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：13/0  |  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  
Water depth and land-use intensity indirectly determine phytoplankton functional diversity and further regulate resource use efficiency at a multi-lake scale 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 834, 页码: 13
作者:  Zhou, Qichao;  Zhang, Yun;  Tao, Juan;  Ye, Lin;  Wang, Haijun;  Shan, Kun;  Jeppesen, Erik;  Song, Lirong
收藏  |  浏览/下载：46/0  |  提交时间：2022/10/14
Phytoplankton  Biodiversity-ecosystem functioning (BEF)  Lake depth  Land use  Total phosphorus  Bayesian network  
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：52/0  |  提交时间：2022/08/22
Harmful algal bloom  Real-time monitoring  Long short-term memory network  Microcystin  Three Gorges Reservoir  
Environmental factors associated with cyanobacterial assemblages in a mesotrophic subtropical plateau lake: A focus on bloom toxicity 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 777, 页码: 13
作者:  Hu, Lili;  Shan, Kun;  Huang, Licheng;  Li, Yuanrui;  Zhao, Lei;  Zhou, Qichao;  Song, Lirong
收藏  |  浏览/下载：126/0  |  提交时间：2021/08/20
Microcystin  Microcystis  Pseudanabaena  Dolichospermum  Erhai Lake  
Use statistical machine learning to detect nutrient thresholds in Microcystis blooms and microcystin management 期刊论文
HARMFUL ALGAE, 2020, 卷号: 94, 页码: 10
作者:  Shan, Kun;  Wang, Xiaoxiao;  Yang, Hong;  Zhou, Botian;  Song, Lirong;  Shang, Mingsheng
收藏  |  浏览/下载：157/0  |  提交时间：2020/08/24
Bayesian modelling  Eutrophication  Nutrient thresholds  Cyanobacterial blooms  Microcystis  Microcystin  
Remote examination of the seasonal succession of phytoplankton assemblages from time-varying trends 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 卷号: 246, 页码: 687-694
作者:  Zhou, Botian;  Shang, Mingsheng;  Zhang, Sheng;  Feng, Li;  Li, Xiangnan;  Wu, Ling;  Feng, Lei;  Shan, Kun
收藏  |  浏览/下载：412/0  |  提交时间：2019/12/03
Phytoplankton succession  Temporal pattern  Time series analysis  Huan Jing 1 charge-coupled device image  Cyan-chlorophyta index  Three gorges reservoir  
Application of Bayesian network including Microcystis morphospecies for microcystin risk assessment in three cyanobacterial bloom-plagued lakes, China 期刊论文
HARMFUL ALGAE, 2019, 卷号: 83, 页码: 14-24
作者:  Shan, Kun;  Shang, Mingsheng;  Zhou, Botian;  Li, Lin;  Wang, Xiaoxiao;  Yang, Hong;  Song, Lirong
收藏  |  浏览/下载：203/0  |  提交时间：2019/12/03
Bayesian network  Cyanobacterial blooms  Microcystis  Eutrophication  Microcystin  Climate warming  Lake Taihu  Lake Chaohu  Lake Dianchi