ResInformer: Residual Transformer-Based Artificial Time-Series Forecasting Model for PM2.5 Concentration in Three Major Chinese Cities

ResInformer: Residual Transformer-Based Artificial Time-Series Forecasting Model for PM2.5 Concentration in Three Major Chinese Cities

Many Chinese cities have severe air pollution due to the rapid development of the Chinese economy, urbanization, and industrialization. Particulate matter (PM2.5) is a significant component of air pollutants. It is related to cardiopulmonary and other systemic diseases because of its ability to pene...

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Bibliographic Details
Main Authors: Mohammed A. A. Al-qaness, Abdelghani Dahou, Ahmed A. Ewees, Laith Abualigah, Jianzhu Huai, Mohamed Abd Elaziz, Ahmed M. Helmi
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Mathematics
Subjects:
air pollution
PM2.5
deep learning
time series
forecasting
Online Access:https://www.mdpi.com/2227-7390/11/2/476

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