Supervised Machine Learning Approaches for Predicting Key Pollutants and for the Sustainable Enhancement of Urban Air Quality: A Systematic Review
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- Matthew A. Cole & Robert J R Elliott & Bowen Liu, 2020.
"The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach,"
Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(4), pages 553-580, August.
- Matthew A Cole & Robert J R Elliott & Bowen Liu, 2020. "The Impact of the Wuhan Covid-19 Lockdown on Air Pollution and Health: A Machine Learning and Augmented Synthetic Control Approach," Discussion Papers 20-09, Department of Economics, University of Birmingham.
- Bollen, Johannes & van der Zwaan, Bob & Brink, Corjan & Eerens, Hans, 2009. "Local air pollution and global climate change: A combined cost-benefit analysis," Resource and Energy Economics, Elsevier, vol. 31(3), pages 161-181, August.
- Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2020. "The relationship between air pollution and COVID-19-related deaths: An application to three French cities," Applied Energy, Elsevier, vol. 279(C).
- Cherniwchan, Jevan, 2012.
"Economic growth, industrialization, and the environment,"
Resource and Energy Economics, Elsevier, vol. 34(4), pages 442-467.
- Jevan Cherniwchan, "undated". "Economic Growth, Industrialization and the Environment," Working Papers 2010-28, Department of Economics, University of Calgary, revised 01 Nov 2010.
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Keywords
pollution monitoring; air quality; supervised; machine learning;All these keywords.
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