Satellite Based Mapping of Ground PM2.5 Concentration Using Generalized Additive Modeling

Satellite-based PM2.5 concentration estimation is growing as a popular solution to map the PM2.5 spatial distribution due to the insufficiency of ground-based monitoring stations. However, those applications usually suffer from the simple hypothesis that the influencing factors are linearly correlat... View More