Gated Recurrent Unit Coupled with Projection to Model Plane Imputation for the PM2.5 Prediction for Guangzhou City, China

Gated Recurrent Unit Coupled with Projection to Model Plane Imputation for the PM2.5 Prediction for Guangzhou City, China

Air pollution is generating serious health issues as well as threats to our natural ecosystem. Accurate prediction of PM2.5 can help taking preventive measures for reducing air pollution. The periodic pattern of PM2.5 can be modeled with recurrent neural networks to predict air quality. To the best...

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Bibliographic Details
Main Authors: Muhammad Waqas Saif-ul-Allah, Muhammad Abdul Qyyum, Noaman Ul-Haq, Chaudhary Awais Salman, Faisal Ahmed
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Environmental Science
Subjects:
PM2.5 prediction
project to model plane
LSTM
Bi-LSTM
GRU
Guangzhou city
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2021.816616/full

Internet

https://www.frontiersin.org/articles/10.3389/fenvs.2021.816616/full

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