A machine learning model to estimate ambient PM2.5 concentrations in industrialized highveld region of South Africa
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Date
Authors
Zhang, Danlu
Du, Linlin
Wang, Wenhao
Zhu, Qingyang
Bi, Jianzhao
Scovronick, Noah
Naidoo, Mogesh
Garland, Rebecca M.
Liu, Yang
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier
Abstract
Please read abstract in the article.
Description
Keywords
Fine particulate matter, PM2.5, Multi-angle implementation of atmospheric correction (MAIAC), Aerosol optical depth (AOD), Random forest (RF), Air quality standard, South Africa (SA)
Sustainable Development Goals
Citation
Zhang, D., Du, L., Wang, W. et al. 2021, 'A machine learning model to estimate ambient PM2.5 concentrations in industrialized highveld region of South Africa', Remote Sensing of Environment, vol. 266, art. 112713, pp. 1-10, doi : 10.1016/j.rse.2021.112713.