Study improves air quality prediction in mixed-layer regimes, suggesting better monitoring methods.
prediction error. While MAIAC AOD remains a critical predictor, model performance degrades in mixed-layer regimes compared with deep-dust environments. We conclude that reliable satellite-based monitoring requires transitioning from bulk column-integrated assumptions to frameworks incorporating vertical aerosol layering and atmospheric residence time.
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Rogozovsky et al. (2026) studied this question.
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