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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> concentrations in highly populated regions...

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Principais autores: Bo Li, Cheng Liu, Qihou Hu, Mingzhai Sun, Chengxin Zhang, Yizhi Zhu, Ting Liu, Yike Guo, Gregory R. Carmichael, Meng Gao
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-07-01
coleção:Remote Sensing
Assuntos:
PM<sub>2.5</sub>
air pollution
neural network
full-coverage
Acesso em linha:https://www.mdpi.com/2072-4292/15/15/3724
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