Crossmark

Synergetic application of near-infrared spectroscopy and electronic eye combined with an improved CNN-VMamba mixed network for soybean origin traceability

Crossref DOI link: https://doi.org/10.1007/s00217-026-05184-8

Published Online: 2026-06-02

Published Print: 2026-06

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Han, Tianrui

Wang, Zhiqiang

Xu, Suchao

Wang, Jingbao

Dou, Junying

Lan, Yubin
Funding

Funding for this research was provided by:

Shandong Provincial Natural Science Foundation, China (ZR2023MF015)

Innovation Fund for Industry, University, and Research of the Science and Technology Development Center of the Ministry of Education (2018A02010)

Top Talents Program for One Case, One Discussion of Shandong Province ([2018] 27 of the Shandong Provincial Government Office)

National Natural Science Foundation of China (61473179)
License Information

Text and Data Mining valid from 2026-06-01

Version of Record valid from 2026-06-01
More Information

Article History

Received: 27 January 2026

Revised: 7 May 2026

Accepted: 17 May 2026

First Online: 2 June 2026

Declarations

:

: The authors declare no competing interests.

: This article does not contain any studies with human participants or animals performed by any of the authors.

Document is current

Any future updates will be listed below