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Changes in CO2 concentration drive a succession of toxic and non-toxic strains of Microcystis blooms 期刊论文
WATER RESEARCH, 2024, 卷号: 250, 页码: 10
作者:  Jiang, Jingyu;  Zeng, Jiaying;  Wang, Jingkai;  Zuo, Jun;  Wei, Nian;  Song, Lirong;  Shan, Kun;  Gan, Nanqin
收藏  |  浏览/下载:185/0  |  提交时间:2024/03/01
CO2  Toxic Microcystis  Non-toxic Microcystis  Succession  XGBoost model  Microcystis blooms  
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:11/0  |  提交时间:2023/12/25
Global warming  Cyanobacterial blooms  Internal loading  Shallow lakes  Data-intensive statistical models  
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:112/0  |  提交时间:2022/10/14
Microcystis blooms  microcystins  nutrient  zooplankton  machine learning  risk management  Lake Taihu  
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:156/0  |  提交时间:2020/08/24
Bayesian modelling  Eutrophication  Nutrient thresholds  Cyanobacterial blooms  Microcystis  Microcystin  
Analysis of environmental drivers influencing interspecific variations and associations among bloom-forming cyanobacteria in large, shallow eutrophic lakes 期刊论文
HARMFUL ALGAE, 2019, 卷号: 84, 页码: 84-94
作者:  Shan, Kun;  Song, Lirong;  Chen, Wei;  Li, Lin;  Liu, Liming;  Wu, Yanlong;  Jia, Yunlu;  Zhou, Qichao;  Peng, Liang
收藏  |  浏览/下载:183/0  |  提交时间:2019/12/03
Cyanobacterial blooms  Microcystis  Dolichospermum  Aphanizomenon  Eutrophication  Lake Taihu  Lake Chaohu  Lake Dianchi  
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:200/0  |  提交时间:2019/12/03
Bayesian network  Cyanobacterial blooms  Microcystis  Eutrophication  Microcystin  Climate warming  Lake Taihu  Lake Chaohu  Lake Dianchi  
Assessment of different mcy genes for detecting the toxic to non-toxic Microcystis ratio in the field by multiplex qPCR 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2018, 卷号: 36, 期号: 4, 页码: 1132-1144
作者:  Zuo Jun;  Chen Liting;  Shan Kun;  Hu Lili;  Song Lirong;  Gan Nanqin
Adobe PDF(552Kb)  |  收藏  |  浏览/下载:190/0  |  提交时间:2018/09/25
Microcystis Bloom  Toxic Microcystis  Multiplex Qpcr  Mcya  Mcyb  Mcyd  Mcye  Pca  
Distinguishing two phenotypes of blooms using the normalised difference peak-valley index (NDPI) and Cyano-Chlorophyta index (CCI) 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 628-629, 页码: 848-857
作者:  Zhou, Botian;  Shang, Mingsheng;  Wang, Guoyin;  Zhang, Sheng;  Feng, Li;  Liu, Xiangnan;  Wu, Ling;  Shan, Kun
Adobe PDF(4522Kb)  |  收藏  |  浏览/下载:251/0  |  提交时间:2018/07/26
Remote Sensing  Cyanobacteria  Green Algae  Normalised Difference Peak-valley Index  Cyano-chlorophyta Index  Three Gorges Reservoir  
Remote estimation of cyanobacterial blooms using the risky grade index (RGI) and coverage area index (CAI): a case study in the Three Gorges Reservoir, China 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2017, 卷号: 24, 期号: 23, 页码: 19044-19056
作者:  Zhou, Botian;  Shang, Mingsheng;  Wang, Guoyin;  Feng, Li;  Shan, Kun;  Liu, Xiangnan;  Wu, Ling;  Zhang, Xuerui
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载:140/0  |  提交时间:2018/03/05
Remote sensing  Cyanobacterial blooms  Water optical classification  Density peaks  Risky grade index  Coverage area index  Three Gorges Reservoir  
A fast method to evaluate water eutrophication 期刊论文
JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2016, 卷号: 23, 期号: 12, 页码: 3204-3216
作者:  Yan Hu-yong;  Wang Guo-yin;  Zhang Xue-rui;  Dong Jian-hua;  Shan Kun;  Wu Di;  Huang Yu;  Zhou Bo-tian;  Su Yu-ting
Adobe PDF(910Kb)  |  收藏  |  浏览/下载:127/0  |  提交时间:2018/03/15
rough set theory  petri nets  eutrophication