Spatial-and-local-aware deep learning approach for Ground-Level NO2 estimation in England with multisource data from satellite-based observations and chemical transport models

High-resolution near-surface NO2 data are crucial for monitoring air pollution dynamics. Satellite-based machine learning models are commonly used to estimate NO2 concentrations, but tailoring advanced deep learning techniques to specific environmental problems remains challenging. This study applie...

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Bibliographic Details
Main Authors: Siying Wang, Shuangyin Zhang, Dawei Wang, Weifeng Li
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225001530
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