Flexible Bayesian Ensemble Machine Learning Framework for Predicting Local Ozone Concentrations.
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DOI: 10.1021/acs.est.1c04076
Abstract: 3D-grid-based chemical transport models, such as the Community Multiscale Air Quality (CMAQ) modeling system, have been widely used for predicting concentrations of ambient air pollutants. However, typical horizontal resolutions of nationwide CMAQ simulations (12 ×… read more here.
Keywords: framework; ensemble machine; bayesian ensemble; machine learning ... See more keywords