An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolution

Abstract

. Compared with model performance of individual base learners, an ensemble model would achieve a better overall estimation. It is worth exploring other ensemble model formats to synthesize estimations from different models or from different groups to improve overall performance.