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Open access Sep 2026

Fusing Physics and AI Enhances Accuracy and Diagnostic Capabilities in Air Quality Forecasting

Accurate air-quality forecasts with diagnostic value are pivotal for emission-control policies and public health, yet chemical transport models (CTMs) are hampered by uncertainties in physicochemical parameterizations, whereas AI-only approaches sacrifice interpretability for predictive power. Here, we introduce ProN...

Huang-Jian Wu, Zi-Fa Wang, Yuan-Hang Zhang et al. · 0 citations
Aug 2026

Multisite Observations of the Oxygen Isotope Anomaly in Surface Ozone Across China Indicate an Imprint of Stratosphere-Troposphere Exchange.

The mass-independent oxygen-17 anomaly in ozone (Δ17O-O3) provides a unique constraint on atmospheric transport and oxidation processes, yet its spatial variability over continental regions remains poorly characterized. Here, we present the first multisite observations of surface Δ17O-O3 reported to date across China,...

Hao-Ran Yu, Yan-Lin Zhang, D. Hu et al. · 0 citations

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