# A workflow to address pitfalls and challenges in applying machine learning models to hydrology

> Research article (Advances in Water Resources, 2021) · cited 53× · AI/ML

**Wikidata**: [openalex:W3154817805](https://www.wikidata.org/wiki/openalex:W3154817805)  
**Source**: https://4ort.xyz/entity/a-workflow-to-address-pitfalls-and-challenges-in-applying-machine-learning-models-to-hydrology