Supervised machine learning improves general applicability of eDNA metabarcoding for reservoir health monitoring.

Hu, Huan; Wei, Xing-Yi; Liu, Li; Wang, Yuan-Bo; Jia, Huang-Jie; Bu, Ling-Kang; Pei, De-Sheng

Hu, Huan; Wei, Xing-Yi; Liu, Li; Wang, Yuan-Bo; Jia, Huang-Jie; Bu, Ling-Kang; Pei, De-Sheng.

Afiliação

Hu H; Chongqing Jiaotong University, Chongqing, 400074, China; Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing, 400714, China.
Wei XY; Chongqing Jiaotong University, Chongqing, 400074, China; Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing, 400714, China.
Liu L; Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing, 400714, China; Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Ac
Wang YB; Chongqing Jiaotong University, Chongqing, 400074, China; Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing, 400714, China.
Jia HJ; Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing, 400714, China.
Bu LK; Chongqing Institute of Green and Intelligent Technology, Chongqing School of University of Chinese Academy of Sciences, Chinese Academy of Sciences, Chongqing, 400714, China.
Pei DS; School of Public Health, Chongqing Medical University, Chongqing, 400016, China. Electronic address: peids@cqmu.edu.cn.

Water Res ; 246: 120686, 2023 Nov 01.

Article em En | MEDLINE | ID: mdl-37812979

Assuntos

DNA Ambiental; Humanos; Biodiversidade; Monitoramento Ambiental/métodos; Código de Barras de DNA Taxonômico/métodos; Aprendizado de Máquina Supervisionado; Ecossistema

Palavras-chave

Index of biotic integrity; Physicochemical assessment; Supervised machine learning; Three Gorges Reservoir; Water quality index; eDNA metabarcoding

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: DNA Ambiental Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: DNA Ambiental Idioma: En Ano de publicação: 2023 Tipo de documento: Article