A composite theory-guided framework for robust feature attribution in PM₂.₅ ionic composition modeling
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Kang et al. (2025) developed a theory guided framework that fuses satellite observations, land use regression and extreme gradient boosting to map PM₂.₅ ionic species across Taiwan with SHAP for feature attribution. Despite high predictive accuracy, model sp... ...
