Machine Learning Algorithm for Estimating Surface PM2.5 in Thailand

Machine Learning Algorithm for Estimating Surface PM2.5 in Thailand

Abstract We have used NASA’s Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA2) reanalysis data of aerosols and meteorology into a machine learning algorithm (MLA) to estimate surface PM2.5 concentration in Thailand. One year of hourly data from 51 ground monitoring...

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Bibliographic Details
Main Authors: Pawan Gupta, Shanshan Zhan, Vikalp Mishra, Aekkapol Aekakkararungroj, Amanda Markert, Sarawut Paibong, Farrukh Chishtie
Format: Article
Language:English
Published: Springer 2021-09-01
Series:Aerosol and Air Quality Research
Subjects:
Thailand
MERRA2
PM2.5
Air quality
Machine learning
Online Access:https://doi.org/10.4209/aaqr.210105
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