A comparison of air pollution in developed and developing cities: A case study of London and Beijing

Sun, S.X; Wang, Q.

Abstract

With the rapid development of industrialization, countries in different stages of development in the world have gradually begun to pay attention to the impact of air pollution on health and the environment. Air control in developed countries is an effective reference for air control in developing countries. Artificial intelligence and other technologies also play a positive role in the prediction of air pollution. By comparing the annual changes of pollution in London and Beijing, this paper concludes that the pollution in developed cities is relatively low and stable, while the pollution in Beijing is relatively heavy and unstable, but is clearly improving. In addition, by analyzing the changes of major pollutants in Beijing in the past eight years, it is concluded that all pollutants except O3 show a significant downward trend. In addition, all pollutants except O3 have certain correlation. For example, PM10 and PM2.5 have the greatest influence on air quality index (AQI). Python, which is commonly used by artificial intelligence, is used as the main software to establish two models, support vector machine (SVM) and linear regression. By comparing the two models under the same conditions, it is concluded that SVM has higher accuracy in pollution prediction. The results of this study provide valuable reference for pollution control and prediction in developing countries.

Citation

Sun, S., & Wang, Q. (2022, June). A comparison of air pollution in developed and developing cities: A case study of London and Beijing. Presented at ICAQMM2022:XVI. International Conference on Air Quality Management and Monitoring, Rome, Italy

• Presentation Conference Type: Conference Paper (published)
• Conference Name: ICAQMM2022:XVI. International Conference on Air Quality Management and Monitoring
• Start Date: Jun 3, 2022
• End Date: Jun 4, 2022
• Acceptance Date: Mar 20, 2022
• Online Publication Date: May 6, 2022
• Publication Date: 2022
• Deposit Date: Sep 7, 2022
• Publicly Available Date: Sep 12, 2022
• Publisher: WASET
• Public URL: https://durham-repository.worktribe.com/output/1136073
• Publisher URL: https://publications.waset.org/10012540/a-comparison-of-air-pollution-in-developed-and-developing-cities-a-case-study-of-london-and-beijing