Predicting Global Variations in Outdoor PM2.5 Concentrations using Satellite Images and Deep Convolutional Neural Networks

Kris Y. Hong, Pedro O. Pinheiro, Scott Weichenthal

Here we present a new method of estimating global variations in outdoor PM${}_{2.5}$ concentrations using satellite images combined with ground-level measurements and deep convolutio…