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

no code implementations • 1 Jun 2019 • 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 convolutional neural networks.

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