Using Machine Learning Methods to Forecast Air Quality: A Case Study in Macao

Using Machine Learning Methods to Forecast Air Quality: A Case Study in Macao

Despite the levels of air pollution in Macao continuing to improve over recent years, there are still days with high-pollution episodes that cause great health concerns to the local community. Therefore, it is very important to accurately forecast air quality in Macao. Machine learning methods such...

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Bibliographic Details
Main Authors: Thomas M. T. Lei, Shirley W. I. Siu, Joana Monjardino, Luisa Mendes, Francisco Ferreira
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Atmosphere
Subjects:
random forest
gradient boosting
support vector regression
multiple linear regression
air quality forecast
COVID-19
Online Access:https://www.mdpi.com/2073-4433/13/9/1412

Internet

https://www.mdpi.com/2073-4433/13/9/1412

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