# Correction: Near-infrared prediction of tannin content in walnut kernels using wavelet transform combined with interpretable machine learning models

**Authors:** Qiuhao Xia, Langqin Luo, Yerhazi Yerzati, Mian Muhammad Ahmed, Yonghao Chen, Shiwei Wang, Jiangnan Qin, Liping Chen, Qiang Jin, Zhongzhong Guo, Rui Zhang

PMC · DOI: 10.3389/fpls.2026.1806058 · 2026-02-27

## Full-text entities

- **Chemicals:** tannin (MESH:D013634)

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Source: https://tomesphere.com/paper/PMC12983152