# Applying traffic camera and deep learning-based image analysis to predict PM2.5 concentrations

> Research article (The Science of The Total Environment, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4389627362](https://www.wikidata.org/wiki/openalex:W4389627362)  
**Source**: https://4ort.xyz/entity/applying-traffic-camera-and-deep-learning-based-image-analysis-to-predict-pm2-5-concentrations