E3S Web Conf.
Volume 194, 20202020 5th International Conference on Advances in Energy and Environment Research (ICAEER 2020)
|Number of page(s)||4|
|Section||Environmental Engineering, Ecological Environment and Urban Construction|
|Published online||15 October 2020|
Study on the relationship between PM2.5 and the interaction between air pressure and temperture based on GAM model
1 School of science, North China University of Technology, Shijingshan district, Beijing 100043, China
2 School of science, North China University of Technology, Shijingshan district, Beijing 100043, China
* Corresponding author: firstname.lastname@example.org
This paper studies the influence of the interaction of two factors on the important air quality monitoring index PM2.5. Specifically, the GAM model based on the interaction of air pressure and temperature and the PM2.5 value is used to obtain the nonlinear relationship between air pressure, temperature and PM2.5. The GAM model has a high degree of fit, that is, the interaction of air pressure and temperature has a greater impact on the PM2.5 value. Therefore, the interaction between pressure and temperature can be used to predict the response variable PM2.5 accurately. Keywords: GAM model;interaction;PM2.5
© The Authors, published by EDP Sciences, 2020
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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