Recent advances in the application of machine learning methods to improve identification of the microplastics in environment.

Lin, Jia-Yu; Liu, Hong-Tao; Zhang, Jun

Lin, Jia-Yu; Liu, Hong-Tao; Zhang, Jun.

Afiliação

Lin JY; Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China; College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China.
Liu HT; Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China. Electronic address: liuht@igsnrr.ac.cn.
Zhang J; Guangxi Key Laboratory of Environmental Pollution Control Theory and Technology, Guilin University of Technology, Guilin 541004, China. Electronic address: zjun@glut.edu.cn.

Chemosphere ; 307(Pt 4): 136092, 2022 Nov.

Article em En | MEDLINE | ID: mdl-35995191

Assuntos

Microplásticos; Poluentes Químicos da Água; Monitoramento Ambiental/métodos; Aprendizado de Máquina; Plásticos/química; Poluentes Químicos da Água/análise

Palavras-chave

Artificial neural network; Identification; Machine learning; Microplastics; Quantification; Support vector machine

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Poluentes Químicos da Água / Microplásticos Tipo de estudo: Diagnostic_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google