# Early warning signals have limited applicability to empirical lake data

> Research article (Nature Communications, 2023) · cited 42× · AI/ML

**Wikidata**: [openalex:W4389247746](https://www.wikidata.org/wiki/openalex:W4389247746)  
**Source**: https://4ort.xyz/entity/early-warning-signals-have-limited-applicability-to-empirical-lake-data