Unraveling the Linkages between Molecular Abundance and Stable Carbon Isotope Ratio in Dissolved Organic Matter Using Machine Learning.

Yi, Yuanbi; Liu, Tongcun; Merder, Julian; He, Chen; Bao, Hongyan; Li, Penghui; Li, Siliang; Shi, Quan; He, Ding

Yi, Yuanbi; Liu, Tongcun; Merder, Julian; He, Chen; Bao, Hongyan; Li, Penghui; Li, Siliang; Shi, Quan; He, Ding.

Afiliação

Yi Y; Department of Ocean Science and Center for Ocean Research in Hong Kong and Macau, The Hong Kong University of Science and Technology, Hong Kong, Hong Kong SAR, China.
Liu T; School of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou 311300, China.
Merder J; Department of Global Ecology, Carnegie Institution for Science, Stanford, California 94305, United States.
He C; State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China.
Bao H; State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiamen 361102, China.
Li P; School of Marine Sciences, Sun Yat-Sen University, Zhuhai 519082, China.
Li S; Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 519000, China.
Shi Q; Institute of Surface-Earth System Science, School of Earth System Science, Tianjin University, Tianjin 300072, China.
He D; State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Beijing 102249, China.

Environ Sci Technol ; 57(46): 17900-17909, 2023 Nov 21.

Article em En | MEDLINE | ID: mdl-37079797

Assuntos

Carbono; Matéria Orgânica Dissolvida; Isótopos de Carbono; Espectrometria de Massas/métodos; Rios/química

Palavras-chave

DOM; FT-ICR MS; machine learning; stable carbon isotope; the China Coastal Environments

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Carbono / Matéria Orgânica Dissolvida Tipo de estudo: Prognostic_studies Idioma: En Revista: Environ Sci Technol Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google