New interpretable deep learning model to monitor real-time PM2.5 concentrations from satellite data

Particulate matter with a mass concentration of particles with a diameter less than 2.5 μm (PM2.5) is a key air quality parameter. A real-time knowledge of PM2.5 is highly valuable for lowering the risk of detrimental impacts on human health. To achieve this goal, we developed a new deep learning mo...

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Bibliographic Details
Main Authors: Xing Yan, Zhou Zang, Nana Luo, Yize Jiang, Zhanqing Li
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Environment International
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412020320158