authors: Vu, T.V & Shi, Z
The codes for downloading & analyzing the data from air quality monitring stations in Beijing:
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Automatically dowload dataset from Air Quality Monitoring stations
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Fundamental analysis for air quality statictis
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Back-trajectories using HYPLITS (applied the codes from Openai's package)
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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