The health effects of particulates are numerous. We have employed machine learning to estimate the abundance of PM2.5 (μg/m3) on a daily basis globally using in-situ observations of PM2.5 together with satellite data and meteorological analysis. An overview of the approach is available here, and a validation of the results is available here. These estimates can be viewed on the pages below:
