Study on Sugar Content Detection of Kiwifruit Using Near-Infrared Spectroscopy Combined With Stacking Ensemble Learning

GUO Zhi-qiang; ZHANG Bo-tao; ZENG Yun-liu

doi:10.3964/j.issn.1000-0593(2024)10-2932-09

Journals >Spectroscopy and Spectral Analysis >Volume 44 >Issue 10 >Page 2932 > Article

Spectroscopy and Spectral Analysis
Vol. 44, Issue 10, 2932 (2024)

Study on Sugar Content Detection of Kiwifruit Using Near-Infrared Spectroscopy Combined With Stacking Ensemble Learning

GUO Zhi-qiang¹, ZHANG Bo-tao¹, and ZENG Yun-liu^2,*

Author Affiliations

¹College of Information Engineering, Wuhan University of Technology, Wuhan　430070, China

²National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, National R&D Center for Citrus Preservation, Wuhan　430070, China

show less

DOI: 10.3964/j.issn.1000-0593(2024)10-2932-09 Cite this Article

GUO Zhi-qiang, ZHANG Bo-tao, ZENG Yun-liu. Study on Sugar Content Detection of Kiwifruit Using Near-Infrared Spectroscopy Combined With Stacking Ensemble Learning[J]. Spectroscopy and Spectral Analysis, 2024, 44(10): 2932 Copy Citation Text

show less

References

[5] Tan B, You W, Huang C, et al. Electronics, 2022, 11(21): 3504.

[6] Zhang K, Jiang H, Zhang H, et al. Agriculture, 2022, 12(4): 489.

[7] Chen H, Lin B, Cai K, et al. Infrared Physics & Technology, 2021, 112: 103582.

[13] Tan Z, Zhang J, He Y, et al. IEEE Access, 2020, 8: 227719.

[15] Deng B C, Yun Y H, Ma P, et al. The Analyst, 2015, 140(6): 1876.