# An innovative approach for integrating two-dimensional conversion of Vis-NIR spectra with the Swin Transformer model to leverage deep learning for predicting soil properties

> Research article (Geoderma, 2023) · cited 49× · AI/ML

**Wikidata**: [openalex:W4379536879](https://www.wikidata.org/wiki/openalex:W4379536879)  
**Source**: https://4ort.xyz/entity/an-innovative-approach-for-integrating-two-dimensional-conversion-of-vis-nir-spectra-with-the-swin-transformer-model-to-