# Nondestructive Detection and Early Warning of Pavement Surface Icing Based on Meteorological Information

> Research article (Materials, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4387310428](https://www.wikidata.org/wiki/openalex:W4387310428)  
**Source**: https://4ort.xyz/entity/nondestructive-detection-and-early-warning-of-pavement-surface-icing-based-on-meteorological-information