# A Deep Learning Framework for Satellite-Derived Surface PM2.5 Estimation: Enhancing Spatial Analysis in the United States

> Research article (Artificial Intelligence for the Earth Systems, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4403226149](https://www.wikidata.org/wiki/openalex:W4403226149)  
**Source**: https://4ort.xyz/entity/a-deep-learning-framework-for-satellite-derived-surface-pm2-5-estimation-enhancing-spatial-analysis-in-the-united-states