# Deep learning and feature reconstruction assisted vis-NIR calibration method for on-line monitoring of key growth indicators during kombucha production

*PRI Rank #12 · Topics and Trends in Most Cited Food Quality and Safety Studies Papers, Class of 2026*

*Canonical URL: https://pri.pepkio.com/top-papers/food-quality-and-safety-studies/2026/rank-12*

| Field | Value |
| --- | --- |
| Rank | #12 |
| 18m citations | 32 |
| Journal | Food Chemistry |
| Year | 2024 |
| DOI | 10.1016/j.foodchem.2024.141411 |
| Corresponding authors | Huanhuan Li, Quansheng Chen |
| Institution | Jiangsu University, China |

**Ranking page:** [Topics and Trends in Most Cited Food Quality and Safety Studies Papers, Class of 2026](https://pri.pepkio.com/top-papers/food-quality-and-safety-studies/2026)

**Paper link:** [10.1016/j.foodchem.2024.141411](https://doi.org/10.1016/j.foodchem.2024.141411)

## Topics

deep learning · feature reconstruction · visible-near infrared spectroscopy · on-line monitoring · kombucha production · growth indicators · calibration method · visible-near infrared spectroscopy · fermentation monitoring · process analytical technology

## Cite this ranking

```
Pepkio Research Index (PRI). Topics and Trends in Most Cited Food Quality and Safety Studies Papers, Class of 2026. https://pri.pepkio.com/top-papers/food-quality-and-safety-studies/2026. Accessed 2026-10-30.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459
```