Impact of dataset diversity on accuracy and sensitivity of parallel factor analysis model of dissolved organic matter fluorescence excitation-emission matrix

Scientific Reports ◽

10.1038/srep10207 ◽

2015 ◽

Vol 5 (1) ◽

Author(s):

Huarong Yu ◽

Heng Liang ◽

Fangshu Qu ◽

Zheng-shuang Han ◽

Senlin Shao ◽

...

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Dissolved Organic Matter ◽

Parallel Factor Analysis ◽

Analysis Model ◽

Fluorescence Excitation ◽

Factor Analysis Model ◽

Excitation Emission Matrix ◽

Parallel Factor

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Insights into the interaction between carbamazepine and natural dissolved organic matter in the Yangtze Estuary using fluorescence excitation–emission matrix spectra coupled with parallel factor analysis

Environmental Science and Pollution Research ◽

10.1007/s11356-016-7203-2 ◽

2016 ◽

Vol 23 (19) ◽

pp. 19887-19896 ◽

Author(s):

Ying Wang ◽

Manman Zhang ◽

Jun Fu ◽

Tingting Li ◽

Jinggang Wang ◽

...

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Dissolved Organic Matter ◽

Yangtze Estuary ◽

Parallel Factor Analysis ◽

The Yangtze Estuary ◽

Fluorescence Excitation ◽

Excitation Emission Matrix ◽

Parallel Factor

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Detection of Copper (II) and Cadmium (II) binding to dissolved organic matter from macrophyte decomposition by fluorescence excitation-emission matrix spectra combined with parallel factor analysis

Environmental Pollution ◽

10.1016/j.envpol.2015.04.030 ◽

2015 ◽

Vol 204 ◽

pp. 152-160 ◽

Author(s):

Dong-hai Yuan ◽

Xu-jing Guo ◽

Li Wen ◽

Lian-sheng He ◽

Jing-gang Wang ◽

...

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Dissolved Organic Matter ◽

Parallel Factor Analysis ◽

Fluorescence Excitation ◽

Excitation Emission Matrix ◽

Parallel Factor

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Study of the pH influence on the optical properties of dissolved organic matter using fluorescence excitation–emission matrix and parallel factor analysis

Journal of Luminescence ◽

10.1016/j.jlumin.2013.02.052 ◽

2013 ◽

Vol 142 ◽

pp. 103-109 ◽

Author(s):

Mingquan Yan ◽

Qiangwei Fu ◽

Dechao Li ◽

Gunfa Gao ◽

Dongsheng Wang

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Optical Properties ◽

Dissolved Organic Matter ◽

Parallel Factor Analysis ◽

Fluorescence Excitation ◽

Excitation Emission Matrix ◽

Ph Influence ◽

Parallel Factor

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Characterizing the fluorescent properties and copper complexation of dissolved organic matter in saline-alkali soils using fluorescence excitation-emission matrix and parallel factor analysis

Journal of Soils and Sediments ◽

10.1007/s11368-015-1113-7 ◽

2015 ◽

Vol 15 (7) ◽

pp. 1473-1482 ◽

Author(s):

Xu-jing Guo ◽

Neng-min Zhu ◽

Lu Chen ◽

Dong-hai Yuan ◽

Lian-sheng He

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Dissolved Organic Matter ◽

Parallel Factor Analysis ◽

Fluorescent Properties ◽

Fluorescence Excitation ◽

Excitation Emission Matrix ◽

Alkali Soils ◽

Copper Complexation ◽

Parallel Factor

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Characterization of dissolved organic matter in urban sewage using excitation emission matrix fluorescence spectroscopy and parallel factor analysis

Journal of Environmental Sciences ◽

10.1016/s1001-0742(09)60312-0 ◽

2010 ◽

Vol 22 (11) ◽

pp. 1728-1734 ◽

Author(s):

Weidong Guo ◽

Jing Xu ◽

Jiangping Wang ◽

Yingrou Wen ◽

Jianfu Zhuo ◽

...

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Fluorescence Spectroscopy ◽

Dissolved Organic Matter ◽

Parallel Factor Analysis ◽

Urban Sewage ◽

Excitation Emission Matrix ◽

Parallel Factor

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Application of parallel factor analysis model to decompose excitation-emission matrix fluorescence spectra for characterizing sources of water-soluble brown carbon in PM2.5

Atmospheric Environment ◽

10.1016/j.atmosenv.2019.117192 ◽

2020 ◽

Vol 223 ◽

pp. 117192 ◽

Author(s):

Huanbo Wang ◽

Leiming Zhang ◽

Tingting Huo ◽

Bin Wang ◽

Fumo Yang ◽

...

Keyword(s):

Factor Analysis ◽

Fluorescence Spectra ◽

Parallel Factor Analysis ◽

Water Soluble ◽

Analysis Model ◽

Factor Analysis Model ◽

Brown Carbon ◽

Excitation Emission Matrix ◽

Parallel Factor

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Tracking changes in organic matter during nitrification using fluorescence excitation–emission matrix spectroscopy coupled with parallel factor analysis (FEEM/PARAFAC)

Journal of Environmental Chemical Engineering ◽

10.1016/j.jece.2018.02.003 ◽

2018 ◽

Vol 6 (1) ◽

pp. 1522-1528 ◽

Author(s):

Sina Moradi ◽

Emma Sawade ◽

Rupak Aryal ◽

Christopher W.K. Chow ◽

John van Leeuwen ◽

...

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Parallel Factor Analysis ◽

Fluorescence Excitation ◽

Excitation Emission Matrix ◽

Parallel Factor

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Application of Fluorescence Excitation–emission Matrix Spectroscopy Coupled with Parallel Factor Analysis (FEEM/PARAFAC) to Monitor Organic Matter Removal in Drinking Water Treatment

Journal of Korean Society of Water Science and Technology ◽

10.17640/kswst.2020.28.3.3 ◽

2020 ◽

Vol 28 (3) ◽

pp. 3-11

Author(s):

Sookhyun Nam ◽

Juwon Lee ◽

Eunju Kim ◽

Jaewuk Koo ◽

Tae-Mun Hwang

Keyword(s):

Factor Analysis ◽

Drinking Water ◽

Organic Matter ◽

Water Treatment ◽

Drinking Water Treatment ◽

Parallel Factor Analysis ◽

Fluorescence Excitation ◽

Organic Matter Removal ◽

Excitation Emission Matrix ◽

Parallel Factor

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Chromophoric dissolved organic matter (CDOM) variability in Barataria Basin using excitation–emission matrix (EEM) fluorescence and parallel factor analysis (PARAFAC)

The Science of The Total Environment ◽

10.1016/j.scitotenv.2010.03.044 ◽

2010 ◽

Vol 408 (16) ◽

pp. 3211-3222 ◽

Author(s):

Shatrughan Singh ◽

Eurico J. D'Sa ◽

Erick M. Swenson

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Dissolved Organic Matter ◽

Parallel Factor Analysis ◽

Chromophoric Dissolved Organic Matter ◽

Excitation Emission Matrix ◽

Barataria Basin ◽

Parallel Factor ◽

Eem Fluorescence

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Characterizing the Interactions between Trace Metals and Dissolved Organic Matter Using Excitation−Emission Matrix and Parallel Factor Analysis

Environmental Science & Technology ◽

10.1021/es801357h ◽

2008 ◽

Vol 42 (19) ◽

pp. 7374-7379 ◽

Author(s):

Youhei Yamashita ◽

Rudolf Jaffé

Keyword(s):

Factor Analysis ◽

Organic Matter ◽

Trace Metals ◽

Dissolved Organic Matter ◽

Parallel Factor Analysis ◽

Excitation Emission Matrix ◽

Parallel Factor

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