Investigation of Machine Learning and Deep Learning Approaches for Early PM2.5 Forecasting: A Case Study in Vietnam

Author:

Nguyen Quang-Dieu,Nguyen Tu Anh Hoang,Pham Nguyen Tien Dat,Nguyen Trung Kien,Pham Phu,Nguyen Ngoc-Thanh,Nguyen Loan T. T.ORCID

Publisher

Springer Nature Switzerland

Reference18 articles.

1. Ambient (outdoor) air pollution. https://www.who.int/news-room/fact-sheets/detail/ambient-(outdoor)-air-quality-and-health. Accessed 23 Jan 2024

2. Poor air quality recorded in capital city of Hanoi. https://en.sggp.org.vn/share106725.html. Accessed 24 Jan 2024

3. Vietnam Air Quality Index (AQI) and Air Pollution information — IQAir. https://www.iqair.com/vietnam. Accessed 20 May 2024

4. Pant, P., Huynh, W., Peltier, R.E.: Exposure to air pollutants in Vietnam: assessing potential risk for tourists. J. Environ. Sci. 73, 147–154 (2018). https://doi.org/10.1016/j.jes.2018.01.023

5. Minh, V.T.T., Tin, T.T., Hien, T.T.: PM2.5 forecast system by using machine learning and WRF model, a case study: Ho Chi Minh City, Vietnam. Aerosol Air Qual. Res. 21(12), 210108 (2021). https://doi.org/10.4209/aaqr.210108

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