Hybrid Prediction Model of Air Pollutant Concentration for PM<sub>2.5</sub> and PM<sub>10</sub>

Hybrid Prediction Model of Air Pollutant Concentration for PM<sub>2.5</sub> and PM<sub>10</sub>

To alleviate the negative effects of air pollution, this paper explores a mixed prediction model of pollutant concentration based on the machine learning method. Firstly, in order to improve the prediction performance of the sparrow search algorithm least square support vector machine (SSA-LSSVM), a...

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Bibliographic Details
Main Authors: Yanrong Ma, Jun Ma, Yifan Wang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Atmosphere
Subjects:
pollutant prediction hybrid model
improved sparrow search algorithm
variational mode decomposition
least square support vector machine
Online Access:https://www.mdpi.com/2073-4433/14/7/1106

Internet

https://www.mdpi.com/2073-4433/14/7/1106

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