# Characterizing plant root parameters with deep learning-based heat pulse method

> Research article (Geoderma, 2021) · cited 12× · AI/ML

**Wikidata**: [openalex:W3203984165](https://www.wikidata.org/wiki/openalex:W3203984165)  
**Source**: https://4ort.xyz/entity/characterizing-plant-root-parameters-with-deep-learning-based-heat-pulse-method