Machine learning insights into PM2.5 changes during COVID-19 lockdown: LSTM and RF analysis in Mashhad
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Springer Science and Business Media LLC
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https://link.springer.com/content/pdf/10.1007/s10661-024-12567-5.pdf
Reference56 articles.
1. Aamir, M., Li, Z., Bazai, S., Wagan, R. A., Bhatti, U. A., Nizamani, M. M., & Akram, S. (2021). Spatiotemporal change of air-quality patterns in Hubei province—A pre-to post-COVID-19 analysis using path analysis and regression. Atmosphere, 12(10), 1338. https://doi.org/10.3390/atmos12101338
2. Abdi, M. (2020). Coronavirus disease 2019 (COVID-19) outbreak in Iran: Actions and problems. Infection Control & Hospital Epidemiology, 41(6), 754–755. https://doi.org/10.1017/ice.2020.86
3. Apte, J. S., Brauer, M., Cohen, A. J., Ezzati, M., & Pope, C. A., III. (2018). Ambient PM2. 5 reduces global and regional life expectancy. Environmental Science & Technology Letters, 5(9), 546–551. https://doi.org/10.1021/acs.estlett.8b00360
4. Belavadi, S. V., Rajagopal, S., Ranjani, R., & Mohan, R. (2020). Air quality forecasting using LSTM RNN and wireless sensor networks. Procedia Computer Science, 170, 241–248. https://doi.org/10.1016/j.procs.2020.03.036
5. Bhatti, U. A., Zeeshan, Z., Nizamani, M. M., Bazai, S., Yu, Z., & Yuan, L. (2022). Assessing the change of ambient air quality patterns in Jiangsu Province of China pre-to post-COVID-19. Chemosphere, 288, 132569. https://doi.org/10.1016/j.chemosphere.2021.132569
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1. Urban Noise Dynamics during COVID-19 Lockdown: Machine Learning Perspectives from Mashhad, Iran;2024-08-22
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