yichengyang1994 / air_quality_trend_analysis Goto Github PK

authors: Vu, T.V & Shi, Z

The codes for downloading & analyzing the data from air quality monitring stations in Beijing:

1. Automatically dowload dataset from Air Quality Monitoring stations

2. Fundamental analysis for air quality statictis

3. Back-trajectories using HYPLITS (applied the codes from Openai's package)

4. Identification of the role of anthropogenic emissions and meteorology on Air Quality Trends using random forest algorithms (applied the codes from rmweather package)

References: Vu, T. V., Shi, Z., Cheng, J., Zhang, Q., He, K., Wang, S., Harrison, R. M., 2019. Assessing the impact of Clean Air Action Plan on Air Quality Trends in Beijing Megacity using a machine learning technique. Atmospheric Chemistry and Physics, 9(17):11303-11314 DOI: 10.5194/acp-19-11303-2019