Estimating the Near-Ground PM<sub>2.5</sub> Concentration over China Based on the CapsNet Model during 2018–2020

Estimating the Near-Ground PM<sub>2.5</sub> Concentration over China Based on the CapsNet Model during 2018–2020

Fine particulate matter (PM<sub>2.5</sub>) threatens human health and the natural environment. Estimating the near-ground PM<sub>2.5</sub> concentrations accurately is of great significance in air quality research. Statistical and deep-learning models are widely used for esti...

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Bibliographic Details
Main Authors: Qiaolin Zeng, Tianshou Xie, Songyan Zhu, Meng Fan, Liangfu Chen, Yu Tian
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Remote Sensing
Subjects:
aerosol optical depth
PM<sub>2.5</sub> concentration
dynamic routing algorithm
CapsNet
DNN
Online Access:https://www.mdpi.com/2072-4292/14/3/623

Internet

https://www.mdpi.com/2072-4292/14/3/623

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