# Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP)

> Research article (Earth Science Informatics, 2025) · cited 42× · AI/ML

**Wikidata**: [openalex:W4408004400](https://www.wikidata.org/wiki/openalex:W4408004400)  
**Source**: https://4ort.xyz/entity/predicting-water-quality-variables-using-gradient-boosting-machine-global-versus-local-explainability-using-shapley-addi