Climate-stratified assessment of PM2.5 using machine learning: Geographic controls dominate meteorological factors
Fine particulate matter (PM2.5) is a major environmental concern, yet pollution assessment models are rarely tested across fundamentally different climate regimes. We develop a climate-stratified machine-learning framework using 49,997 monthly MERRA-2 satellite-assimilated samples (2019–2023) across five latitude-band...