A self-organizing map approach to the analysis of lake DOM fluorescence for differentiation of organic matter sources.

Jin, Xincheng; Chen, Xiaoqing; Gao, Liangmin; Chen, Xudong; Ge, Juan; Wei, Feiyan; Lu, Hansong; Wu, Yufan; Cui, Jiahui; Yuan, Menghang

Jin, Xincheng; Chen, Xiaoqing; Gao, Liangmin; Chen, Xudong; Ge, Juan; Wei, Feiyan; Lu, Hansong; Wu, Yufan; Cui, Jiahui; Yuan, Menghang.

Afiliación

Jin X; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Chen X; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China. chenyydpy@126.com.
Gao L; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Chen X; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Ge J; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Wei F; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Lu H; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Wu Y; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Cui J; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.
Yuan M; School of Earth and Environment, Anhui University of Science and Technology, Huainan, 232001, China.

Environ Sci Pollut Res Int ; 30(30): 75788-75798, 2023 Jun.

Article en En | MEDLINE | ID: mdl-37231130

Asunto(s)

Materia Orgánica Disuelta; Lagos; Humanos; Lagos/química; Calidad del Agua; Sustancias Húmicas/análisis; Suelo; Espectrometría de Fluorescencia/métodos; Agua/análisis

Palabras clave

Dissolved organic matter (DOM); Excitation-emission matrix spectroscopy (EEMs); Fluorescence region integration (FRI); Machine learning; Non-point sources pollution; Self-organizing map (SOM)

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Lagos / Materia Orgánica Disuelta Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Environ Sci Pollut Res Int Asunto de la revista: SAUDE AMBIENTAL / TOXICOLOGIA Año: 2023 Tipo del documento: Article País de afiliación: China

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