Prediction of PM<sub>2.5</sub> Concentration Based on the LSTM-TSLightGBM Variable Weight Combination Model

Prediction of PM<sub>2.5</sub> Concentration Based on the LSTM-TSLightGBM Variable Weight Combination Model

PM<sub>2.5</sub> is one of the main pollutants that cause air pollution, and high concentrations of PM<sub>2.5</sub> seriously threaten human health. Therefore, an accurate prediction of PM<sub>2.5</sub> concentration has great practical significance for air quali...

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Bibliographic Details
Main Authors: Xuchu Jiang, Yiwen Luo, Biao Zhang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Atmosphere
Subjects:
PM<sub>2.5</sub> concentration
LSTM
TSLightGBM
time window
feature construction
Online Access:https://www.mdpi.com/2073-4433/12/9/1211

Internet

https://www.mdpi.com/2073-4433/12/9/1211

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