Institute of Urban Meteorology (IUM), China Meteorological
Administration (CMA), Beijing, 100089, China
Yanjie Li
State Key Laboratory of Numerical Modeling for Atmospheric Sciences
and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese
Academy of Sciences, Beijing, 100029, China
Yulu Qiu
Institute of Urban Meteorology (IUM), China Meteorological
Administration (CMA), Beijing, 100089, China
Fuxin Zhu
Institute of Urban Meteorology (IUM), China Meteorological
Administration (CMA), Beijing, 100089, China
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Total article views: 3,034 (including HTML, PDF, and XML)
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Total article views: 2,498 (including HTML, PDF, and XML)
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Total article views: 536 (including HTML, PDF, and XML)
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It is important to use weather data to estimate aerosol concentrations. Here, a weather index for aerosol concentration based on deep learning was developed, linking weather and short-term variations in aerosol concentrations over China. The index provides better performance than chemical transport model simulation and other data-based estimation approaches. It can be used as a robust tool for estimating daily variations in aerosol concentrations.
It is important to use weather data to estimate aerosol concentrations. Here, a weather index...
