A Case Analysis of Dust Weather and Prediction of PM<sub>10</sub> Concentration Based on Machine Learning at the Tibetan Plateau

A Case Analysis of Dust Weather and Prediction of PM<sub>10</sub> Concentration Based on Machine Learning at the Tibetan Plateau

Dust weather is common and disastrous at the Tibetan Plateau. This study selected a typical case of dust weather and analyzed its main development mechanism in the northeast of the Tibetan Plateau, then applied six machine learning methods and a time series regression model to predict PM<sub>1...

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Bibliographic Details
Main Authors: Changrong Tan, Qi Chen, Donglin Qi, Liang Xu, Jiayun Wang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Atmosphere
Subjects:
dust weather
PM<sub>10</sub>
prediction
machine learning
Tibetan Plateau
Online Access:https://www.mdpi.com/2073-4433/13/6/897

Internet

https://www.mdpi.com/2073-4433/13/6/897

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