Prediction of daily mean and one-hour maximum PM<sub>2.5</sub> concentrations and applications in Central Mexico using satellite-based machine-learning models.

Gutiérrez-Avila, Iván; Arfer, Kodi B; Carrión, Daniel; Rush, Johnathan; Kloog, Itai; Naeger, Aaron R; Grutter, Michel; Páramo-Figueroa, Víctor Hugo; Riojas-Rodríguez, Horacio; Just, Allan C

Prediction of daily mean and one-hour maximum PM_2.5 concentrations and applications in Central Mexico using satellite-based machine-learning models.

Gutiérrez-Avila, Iván; Arfer, Kodi B; Carrión, Daniel; Rush, Johnathan; Kloog, Itai; Naeger, Aaron R; Grutter, Michel; Páramo-Figueroa, Víctor Hugo; Riojas-Rodríguez, Horacio; Just, Allan C.

Afiliação

Gutiérrez-Avila I; Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA. ivan_2c@hotmail.com.
Arfer KB; Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Carrión D; Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Rush J; Department of Environmental Health Sciences, Yale University School of Public Health, New Haven, CT, USA.
Kloog I; Center on Climate Change and Health, Yale University School of Public Health, New Haven, CT, USA.
Naeger AR; Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Grutter M; Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Páramo-Figueroa VH; Department of Geography and Environmental Development, Ben-Gurion University of the Negev, Beer Sheva, Israel.
Riojas-Rodríguez H; Earth System Science Center, University of Alabama in Huntsville, Huntsville, AL, USA.
Just AC; Instituto de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de México, Ciudad de México, México.

J Expo Sci Environ Epidemiol ; 32(6): 917-925, 2022 11.

Article em En | MEDLINE | ID: mdl-36088418

Assuntos

Aprendizado de Máquina; Meteorologia; Humanos; México

Palavras-chave

Air pollution; Air quality management; Environmental modeling; Machine-learning model; Particulate matter; Remote sensing

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Meteorologia / Aprendizado de Máquina Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans País/Região como assunto: Mexico Idioma: En Revista: J Expo Sci Environ Epidemiol Assunto da revista: EPIDEMIOLOGIA / SAUDE AMBIENTAL Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Estados Unidos

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