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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  
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：182/0  |  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：250/0  |  提交时间：2018/07/26
Remote Sensing  Cyanobacteria  Green Algae  Normalised Difference Peak-valley Index  Cyano-chlorophyta Index  Three Gorges Reservoir  
Heavy metals in soils of Hechuan County in the upper Yangtze (SW China): Comparative pollution assessment using multiple indices with high-spatial-resolution sampling 期刊论文
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2018, 卷号: 148, 页码: 644-651
作者:  Ni, Maofei;  Mao, Rong;  Jia, Zhongmin;  Dong, Ruozhu;  Li, Siyue
Adobe PDF(468Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2018/07/02
Heavy metals  Risk assessment  Source identification  Soil pollution  Yangtze Basin  
Risk assessment of heavy metals in soil of Tongnan District (Southwest China): evidence from multiple indices with high-spatial-resolution sampling 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2017, 卷号: 24, 期号: 25, 页码: 20282-20290
作者:  Ma, Yongmei;  Jia, Zhongmin;  Li, Siyue;  Ma, Yongmei;  Jia, Zhongmin;  Li, Siyue
Adobe PDF(1096Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2018/03/05
Index methods  Ecological risk assessment  Igeo  EF  RI  
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：139/0  |  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  
Ecosystem activation system (EAS) technology for remediation of eutrophic freshwater 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 11
作者:  Chai, Xiaoli;  Wu, Boran;  Xu, Zhongshuo;  Yang, Ning;  Song, Liyan;  Mai, Jingjing;  Chen, Yang;  Dai, Xiaohu
Adobe PDF(1698Kb)  |  收藏  |  浏览/下载：201/0  |  提交时间：2018/03/05