Hourly and Daily PM2.5 Estimations Using MERRA‐2: A Machine Learning Approach

Abstract Health and environmental hazards related to high pollution concentrations have become a serious issue from public policy perspectives and human health. Using Machine Learning (ML) approach, this research aims to improve the estimation of grid‐wise PM2.5, a criteria pollutant, by reducing sy...

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Bibliografski detalji

Glavni autori:	Alqamah Sayeed, Paul Lin, Pawan Gupta, Nhu Nguyen Minh Tran, Virginie Buchard, Sundar Christopher
Format:	Artigo
Jezik:	Inglês
Izdano:	American Geophysical Union (AGU) 2022-11-01
Serija:	Earth and Space Science
Teme:	ML random forest grided estimation MERRA‐2 PM2.5
Online pristup:	https://doi.org/10.1029/2022EA002375
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