Attention mechanism augmented random forest model for multiple air pollutants estimation

Machine learning techniques based on satellite observations energize the derivation of near-surface air pollutant concentrations. However, most of previous studies mainly focused on estimating single air pollutant concentration, ignoring the interactions and dependencies between different air pollut...

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Bibliographic Details
Main Authors: Xinyu Yu, Man Sing Wong, Kwon-Ho Lee
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225003085
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