Using Ensemble Machine Learning Methods to Forecast Particulate Matter (PM2.5) in Bangkok, Thailand

Author:

Srisuradetchai Patchanok,Panichkitkosolkul Wararit

Publisher

Springer International Publishing

Reference25 articles.

1. Jung, R., Hwang, F., Chen, T.: Incorporating long-term satellite-based aerosol optical depth, localized land use data, and meteorological variables to estimate ground-level PM 2.5 concentrations in Taiwan from 2005 to 2015. Environ. Pollut. 237(1), 1000–1010 (2018)

2. Health Effects Institute: State of Global Air 2020. Special Report. Boston, MA (2020)

3. Yiyi, W., et al.: Associations of daily mortality with short-term exposure to PM2.5 and its constituents in Shanghai, China. Chemosphere 233, 879–887 (2019)

4. Xing, Y.F., et al.: The impact of PM2.5 on the human respiratory system. J. Thorac. Dis. 8(1), E69–E74 (2016)

5. World Air Quality Index project. https://aqicn.org/city/bangkok/. Last accessed 25 Mar 2022

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