- Article
Correcting Measurement Error in Satellite Aerosol Optical Depth with Machine Learning for Modeling PM2.5 in the Northeastern USA
- Allan C. Just,
- Margherita M. De Carli,
- Alexandra Shtein,
- Michael Dorman,
- Alexei Lyapustin and
- Itai Kloog
Satellite-derived estimates of aerosol optical depth (AOD) are key predictors in particulate air pollution models. The multi-step retrieval algorithms that estimate AOD also produce quality control variables but these have not been systematically use...

