# Using an Explainable Machine Learning Approach to Characterize Earth System Model Errors: Application of SHAP Analysis to Modeling Lightning Flash Occurrence

> Research article (Journal of Advances in Modeling Earth Systems, 2022) · cited 62× · AI/ML

**Wikidata**: [openalex:W4221011737](https://www.wikidata.org/wiki/openalex:W4221011737)  
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