# Robust and simplified machine learning identification of pitfall trap‐collected ground beetles at the continental scale

> Research article (Ecology and Evolution, 2020) · cited 34× · AI/ML

**Wikidata**: [openalex:W3106537818](https://www.wikidata.org/wiki/openalex:W3106537818)  
**Source**: https://4ort.xyz/entity/robust-and-simplified-machine-learning-identification-of-pitfall-trapcollected-ground-beetles-at-the-continental-scale