Single-particle decoding of aerosol pollutants size-composition relationships: An interpretable XGBoost-SHAP framework with DTEWD-enhanced SPAMS analysis
Yanpeng Ye, Junjie Li, Nuerbiye Aizezi, Ziwei Wang, Lei Li, Lei Deng, Yuzhu Liu
Topics & Concepts
AerosolMass spectrometryParticle (ecology)GeneralizationProcess engineeringEnvironmental scienceParticle sizePollutantChemistryMean squared errorParticulatesComputer scienceData miningReliability (semiconductor)Remote sensingSet (abstract data type)Decoding methodsKey (lock)Biological systemTest setMeteorologyExperimental dataMass concentration (chemistry)Work (physics)Interpretation (philosophy)Weibull distributionAtmospheric chemistry and aerosolsMass Spectrometry Techniques and ApplicationsAir Quality and Health Impacts