Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning

Spatially continuous fine particulate matter (PM2.5) mapping with hourly updated is essential for monitoring environmental pollution and promoting public health. The intensive observation of geostationary satellite enables accurate estimation of PM2.5 at a fine-scale. However, current estimation mod...

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Bibliographic Details
Main Authors: Zhige Wang, Ce Zhang, Su Ye, Rui Lu, Yulin Shangguan, Tingyuan Zhou, Peter M. Atkinson, Zhou Shi
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843224004990
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