A Deep Learning Approach to Increase the Value of Satellite Data for PM<sub>2.5</sub> Monitoring in China

A Deep Learning Approach to Increase the Value of Satellite Data for PM<sub>2.5</sub> Monitoring in China

Limitations in the current capability of monitoring PM<sub>2.5</sub> adversely impact air quality management and health risk assessment of PM<sub>2.5</sub> exposure. Commonly, ground-based monitoring networks are established to measure the PM<sub>2.5</sub> concent...

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Bibliographic Details
Main Authors: Bo Li, Cheng Liu, Qihou Hu, Mingzhai Sun, Chengxin Zhang, Yizhi Zhu, Ting Liu, Yike Guo, Gregory R. Carmichael, Meng Gao
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Remote Sensing
Subjects:
PM<sub>2.5</sub>
air pollution
neural network
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Online Access:https://www.mdpi.com/2072-4292/15/15/3724

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https://www.mdpi.com/2072-4292/15/15/3724

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